diff --git a/your-project/.gitignore b/your-project/.gitignore new file mode 100644 index 0000000..cd2f513 --- /dev/null +++ b/your-project/.gitignore @@ -0,0 +1,8 @@ +*_Label* + +*_2quintile.csv +*_4quintile.csv +*_3quintile.csv + +*gini* +*.png diff --git a/your-project/.ipynb_checkpoints/Untitled-checkpoint.ipynb b/your-project/.ipynb_checkpoints/Untitled-checkpoint.ipynb new file mode 100644 index 0000000..1f26906 --- /dev/null +++ b/your-project/.ipynb_checkpoints/Untitled-checkpoint.ipynb @@ -0,0 +1,6794 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The code" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "import pandas as pd\n", + "import geopandas\n", + "import shapely\n", + "import matplotlib.pyplot as plt\n", + "import seaborn as sns\n", + "from mpl_toolkits.axes_grid1 import make_axes_locatable\n", + "import numpy as np" + ] + }, + { + "cell_type": "code", + "execution_count": 90, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 90, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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N_PORTIONGEOValue
600 portionsAustria31.8
30 portionsBelgium16.1
60 portionsBulgaria58.6
330 portionsCroatia27.5
390 portionsCyprus32.6
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N_PORTIONGEOValue
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30 portionsBelgium16.1
60 portionsBulgaria58.6
330 portionsCroatia27.5
390 portionsCyprus32.6
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FREQUENCGEOUNITQUANTILETIMESEXAGEValueFlag and Footnotes
0Every dayEuropean Union - 28 countriesPercentageTotal2014TotalTotal9.2e
1Every weekEuropean Union - 28 countriesPercentageTotal2014TotalTotal29.6e
2Every monthEuropean Union - 28 countriesPercentageTotal2014TotalTotal23.1e
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FREQUENCGEOValue
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1Every weekEuropean Union29.6
2Every monthEuropean Union23.1
3Less than once a monthEuropean Union14.2
4Never or not in the last 12 monthsEuropean Union23.9
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FREQUENCGEOValue
90Every dayAustria6.2
5Every dayBelgium14.2
10Every dayBulgaria8.9
50Every dayCroatia9.1
60Every dayCyprus4.2
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TIMEGEOINDIC_ILAGESEXValueFlag and Footnotes
02014European Union - 28 countriesInequality of income distribution (income quin...TotalTotal5.2NaN
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22014BulgariaInequality of income distribution (income quin...TotalTotal6.8NaN
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GEOValue
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32North Macedonia7.2
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DURATIONGEOUNITQUANTILETIMESEXAGEValueFlag and Footnotes
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1Zero minutesBulgariaPercentageTotal2014TotalTotal82.7NaN
2Zero minutesCzechiaPercentageTotal2014TotalTotal47.4NaN
3Zero minutesDenmarkPercentageTotal2014TotalTotal18.7NaN
4Zero minutesGermany (until 1990 former territory of the FRG)PercentageTotal2014TotalTotal28.8NaN
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DURATIONGEOValue
0Zero minutesEuropean Union - 28 countries48.8
1Zero minutesBulgaria82.7
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3Zero minutesDenmark18.7
4Zero minutesGermany (until 1990 former territory of the FRG)28.8
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2Every monthEuropean UnionPercentageFirst quintile2014TotalTotal22.2e
3Less than once a monthEuropean UnionPercentageFirst quintile2014TotalTotal15.2e
4Never or not in the last 12 monthsEuropean UnionPercentageFirst quintile2014TotalTotal32.4e
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" + ], + "text/plain": [ + " FREQUENC GEO UNIT \\\n", + "0 Every day European Union Percentage \n", + "1 Every week European Union Percentage \n", + "2 Every month European Union Percentage \n", + "3 Less than once a month European Union Percentage \n", + "4 Never or not in the last 12 months European Union Percentage \n", + "\n", + " QUANTILE TIME SEX AGE Value Flag and Footnotes \n", + "0 First quintile 2014 Total Total 7.7 e \n", + "1 First quintile 2014 Total Total 22.4 e \n", + "2 First quintile 2014 Total Total 22.2 e \n", + "3 First quintile 2014 Total Total 15.2 e \n", + "4 First quintile 2014 Total Total 32.4 e " + ] + }, + "execution_count": 20, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "alcohool_1q = alcohool_1q.replace(\"European Union - 28 countries\", \"European Union\")\n", + "alcohool_1q = alcohool_1q.replace(\"Germany (until 1990 former territory of the FRG)\", \"Germany\")\n", + "alcohool_1q.head(5)" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "metadata": {}, + "outputs": [], + "source": [ + "alcohool_1q = alcohool_1q.drop(columns=['QUANTILE', 'SEX', \"UNIT\", \"AGE\", \"Flag and Footnotes\", \"TIME\"])" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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FREQUENCGEOValue
90Every dayAustria4.3
5Every dayBelgium10.6
10Every dayBulgaria8.7
50Every dayCroatia6.7
60Every dayCyprus3.1
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" + ], + "text/plain": [ + " FREQUENC GEO Value\n", + "90 Every day Austria 4.3\n", + "5 Every day Belgium 10.6\n", + "10 Every day Bulgaria 8.7\n", + "50 Every day Croatia 6.7\n", + "60 Every day Cyprus 3.1" + ] + }, + "execution_count": 22, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "alcohool_1q = alcohool_1q.sort_values(by=[\"FREQUENC\", \"GEO\"])\n", + "alcohool_1q.head(5)" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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FREQUENCGEOUNITQUANTILETIMESEXAGEValueFlag and Footnotes
0Every dayEuropean Union - 28 countriesPercentageFifth quintile2014TotalTotal10.8e
1Every weekEuropean Union - 28 countriesPercentageFifth quintile2014TotalTotal39.1e
2Every monthEuropean Union - 28 countriesPercentageFifth quintile2014TotalTotal23.2e
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" + ], + "text/plain": [ + " FREQUENC GEO UNIT QUANTILE \\\n", + "0 Every day European Union - 28 countries Percentage Fifth quintile \n", + "1 Every week European Union - 28 countries Percentage Fifth quintile \n", + "2 Every month European Union - 28 countries Percentage Fifth quintile \n", + "\n", + " TIME SEX AGE Value Flag and Footnotes \n", + "0 2014 Total Total 10.8 e \n", + "1 2014 Total Total 39.1 e \n", + "2 2014 Total Total 23.2 e " + ] + }, + "execution_count": 23, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "alcohool_5q = pd.read_csv(\"Frequency_alcohol_5quintile.csv\")\n", + "alcohool_5q.head(3)" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array(['Every day', 'Every week', 'Every month', 'Less than once a month',\n", + " 'Never or not in the last 12 months'], dtype=object)" + ] + }, + "execution_count": 24, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "alcohool_5q = alcohool_5q.replace(\"European Union - 28 countries\", \"European Union\")\n", + "alcohool_5q = alcohool_5q.replace(\"Germany (until 1990 former territory of the FRG)\", \"Germany\")\n", + "alcohool_5q.FREQUENC.unique()" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "metadata": {}, + "outputs": [], + "source": [ + "alcohool_5q = alcohool_5q.drop(columns=['QUANTILE', 'SEX', \"UNIT\", \"AGE\", \"Flag and Footnotes\", \"TIME\"])" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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FREQUENCGEOValue
129Never or not in the last 12 monthsSweden4.8
149Never or not in the last 12 monthsTurkey76.6
134Never or not in the last 12 monthsUnited Kingdom6.3
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" + ], + "text/plain": [ + " FREQUENC GEO Value\n", + "129 Never or not in the last 12 months Sweden 4.8\n", + "149 Never or not in the last 12 months Turkey 76.6\n", + "134 Never or not in the last 12 months United Kingdom 6.3" + ] + }, + "execution_count": 26, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "alcohool_5q = alcohool_5q.sort_values(by=[\"FREQUENC\", \"GEO\"])\n", + "alcohool_5q.tail(3)" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "metadata": {}, + "outputs": [], + "source": [ + "# alcohoolism = alcohool_total.drop(columns=['QUANTILE', 'SEX', \"UNIT\", \"AGE\", \"Flag and Footnotes\", \"TIME\"])" + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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TIMEGEOUNITSEXAGEICD10ValueFlag and Footnotes
02014DenmarkRateTotalTotalMental and behavioural disorders due to use of...11.49NaN
12014SloveniaRateTotalTotalMental and behavioural disorders due to use of...9.67NaN
22014LatviaRateTotalTotalMental and behavioural disorders due to use of...6.79NaN
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" + ], + "text/plain": [ + " TIME GEO UNIT SEX AGE \\\n", + "0 2014 Denmark Rate Total Total \n", + "1 2014 Slovenia Rate Total Total \n", + "2 2014 Latvia Rate Total Total \n", + "\n", + " ICD10 Value Flag and Footnotes \n", + "0 Mental and behavioural disorders due to use of... 11.49 NaN \n", + "1 Mental and behavioural disorders due to use of... 9.67 NaN \n", + "2 Mental and behavioural disorders due to use of... 6.79 NaN " + ] + }, + "execution_count": 28, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "alcohool_death = pd.read_csv(\"hlth_cd_asdr2_1_Data.csv\")\n", + "alcohool_death.head(3)" + ] + }, + { + "cell_type": "code", + "execution_count": 29, + "metadata": {}, + "outputs": [], + "source": [ + "alcohool_death = alcohool_death.drop(columns=['ICD10', 'SEX', \"UNIT\", \"AGE\", \"Flag and Footnotes\", \"TIME\"])" + ] + }, + { + "cell_type": "code", + "execution_count": 30, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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GEOValue
0Denmark11.49
1Slovenia9.67
2Latvia6.79
3Germany5.83
4Austria5.39
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" + ], + "text/plain": [ + " GEO Value\n", + "0 Denmark 11.49\n", + "1 Slovenia 9.67\n", + "2 Latvia 6.79\n", + "3 Germany 5.83\n", + "4 Austria 5.39" + ] + }, + "execution_count": 30, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "\n", + "alcohool_death = alcohool_death.replace(\"European Union - 28 countries\", \"European Union\")\n", + "alcohool_death = alcohool_death.replace(\"Germany (until 1990 former territory of the FRG)\", \"Germany\")\n", + "alcohool_death.head()\n" + ] + }, + { + "cell_type": "code", + "execution_count": 31, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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FREQUENCGEOUNITTIMEISCED11SEXAGEValueFlag and Footnotes
0At least once a weekEuropean Union - 28 countriesPercentage2014All ISCED 2011 levelsTotalTotal5.5e
1At least once a weekBelgiumPercentage2014All ISCED 2011 levelsTotalTotal8.5u
2At least once a weekBulgariaPercentage2014All ISCED 2011 levelsTotalTotal2.1NaN
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" + ], + "text/plain": [ + " FREQUENC GEO UNIT TIME \\\n", + "0 At least once a week European Union - 28 countries Percentage 2014 \n", + "1 At least once a week Belgium Percentage 2014 \n", + "2 At least once a week Bulgaria Percentage 2014 \n", + "\n", + " ISCED11 SEX AGE Value Flag and Footnotes \n", + "0 All ISCED 2011 levels Total Total 5.5 e \n", + "1 All ISCED 2011 levels Total Total 8.5 u \n", + "2 All ISCED 2011 levels Total Total 2.1 NaN " + ] + }, + "execution_count": 31, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "alcohool_heavy = pd.read_csv(\"hlth_ehis_al3e_1_Data.csv\")\n", + "alcohool_heavy.head(3)" + ] + }, + { + "cell_type": "code", + "execution_count": 32, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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FREQUENCGEOUNITTIMEISCED11SEXAGEValueFlag and Footnotes
0At least once a weekEuropean UnionPercentage2014All ISCED 2011 levelsTotalTotal5.5e
1At least once a weekBelgiumPercentage2014All ISCED 2011 levelsTotalTotal8.5u
2At least once a weekBulgariaPercentage2014All ISCED 2011 levelsTotalTotal2.1NaN
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" + ], + "text/plain": [ + " FREQUENC GEO UNIT TIME \\\n", + "0 At least once a week European Union Percentage 2014 \n", + "1 At least once a week Belgium Percentage 2014 \n", + "2 At least once a week Bulgaria Percentage 2014 \n", + "\n", + " ISCED11 SEX AGE Value Flag and Footnotes \n", + "0 All ISCED 2011 levels Total Total 5.5 e \n", + "1 All ISCED 2011 levels Total Total 8.5 u \n", + "2 All ISCED 2011 levels Total Total 2.1 NaN " + ] + }, + "execution_count": 32, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "alcohool_heavy = alcohool_heavy.replace(\"European Union - 28 countries\", \"European Union\")\n", + "alcohool_heavy = alcohool_heavy.replace(\"Germany (until 1990 former territory of the FRG)\", \"Germany\")\n", + "alcohool_heavy.head(3)" + ] + }, + { + "cell_type": "code", + "execution_count": 33, + "metadata": {}, + "outputs": [], + "source": [ + "alcohool_heavy = alcohool_heavy.drop(columns=['UNIT', 'TIME', \"ISCED11\", \"SEX\", \"AGE\", \"Flag and Footnotes\"])" + ] + }, + { + "cell_type": "code", + "execution_count": 34, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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FREQUENCGEOBinge-Drink(%)
0At least once a weekEuropean Union5.5
1At least once a weekBelgium8.5
2At least once a weekBulgaria2.1
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" + ], + "text/plain": [ + " FREQUENC GEO Binge-Drink(%)\n", + "0 At least once a week European Union 5.5\n", + "1 At least once a week Belgium 8.5\n", + "2 At least once a week Bulgaria 2.1" + ] + }, + "execution_count": 34, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "alcohool_heavy = alcohool_heavy.rename(columns={\"Value\": \"Binge-Drink(%)\"})\n", + "\n", + "alcohool_heavy.head(3)" + ] + }, + { + "cell_type": "code", + "execution_count": 35, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Variable Type Data/Info\n", + "-----------------------------------------------\n", + "alcohool_1q DataFrame <...>n\\n[150 rows x 3 columns]\n", + "alcohool_5q DataFrame <...>n\\n[150 rows x 3 columns]\n", + "alcohool_death DataFrame GEO Value<...>34 Liechtenstein :\n", + "alcohool_heavy DataFrame FREQUENC <...> Turkey 2.9\n", + "alcohool_total DataFrame <...>n\\n[150 rows x 3 columns]\n", + "geo_geo DataFrame city <...>[12959 rows x 11 columns]\n", + "green_daily_total DataFrame N_PORTION <...>\\n\\n[96 rows x 3 columns]\n", + "green_food_total DataFrame N_PORTION <...>\\n\\n[96 rows x 3 columns]\n", + "minutes_physical_total DataFrame DURATION <...>n\\n[120 rows x 3 columns]\n", + "quintile_share DataFrame GEO Valu<...>9 Iceland 3.1\n" + ] + } + ], + "source": [ + "%whos DataFrame" + ] + }, + { + "cell_type": "code", + "execution_count": 36, + "metadata": {}, + "outputs": [], + "source": [ + "quintile_share = quintile_share.rename(columns={\"Value\": \"Quintile Share\"})" + ] + }, + { + "cell_type": "code", + "execution_count": 37, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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GEOAlcohol Deaths
0Denmark11.49
1Slovenia9.67
2Latvia6.79
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" + ], + "text/plain": [ + " GEO Alcohol Deaths\n", + "0 Denmark 11.49\n", + "1 Slovenia 9.67\n", + "2 Latvia 6.79" + ] + }, + "execution_count": 37, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "alcohool_death = alcohool_death.rename(columns={\"Value\": \"Alcohol Deaths\"})\n", + "alcohool_death.head(3)" + ] + }, + { + "cell_type": "code", + "execution_count": 38, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(35, 3)" + ] + }, + "execution_count": 38, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "alcohol_country = quintile_share.merge(alcohool_death, on = \"GEO\", how=\"left\")\n", + "alcohol_country.shape" + ] + }, + { + "cell_type": "code", + "execution_count": 39, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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GEOQuintile ShareAlcohol Deaths
0Serbia9.43.79
1Turkey8.30.05
2North Macedonia7.2NaN
\n", + "
" + ], + "text/plain": [ + " GEO Quintile Share Alcohol Deaths\n", + "0 Serbia 9.4 3.79\n", + "1 Turkey 8.3 0.05\n", + "2 North Macedonia 7.2 NaN" + ] + }, + "execution_count": 39, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "alcohol_country.head(3)" + ] + }, + { + "cell_type": "code", + "execution_count": 40, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(30, 3)" + ] + }, + "execution_count": 40, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "alcohool_everyday = alcohool_total.loc[alcohool_total['FREQUENC'] == 'Every day']\n", + "alcohool_everyday = alcohool_everyday.rename(columns={\"Value\": \"Alcohol Everyday (%)\"})\n", + "alcohool_everyday.shape" + ] + }, + { + "cell_type": "code", + "execution_count": 41, + "metadata": {}, + "outputs": [], + "source": [ + "alcohool_everyday = alcohool_everyday.drop(columns=\"FREQUENC\")" + ] + }, + { + "cell_type": "code", + "execution_count": 42, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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GEOAlcohol Everyday (%)
90Austria6.2
5Belgium14.2
10Bulgaria8.9
\n", + "
" + ], + "text/plain": [ + " GEO Alcohol Everyday (%)\n", + "90 Austria 6.2\n", + "5 Belgium 14.2\n", + "10 Bulgaria 8.9" + ] + }, + "execution_count": 42, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "alcohool_everyday.head(3)" + ] + }, + { + "cell_type": "code", + "execution_count": 43, + "metadata": { + "scrolled": true + }, + "outputs": [], + "source": [ + "alcohol_country = alcohol_country.merge(alcohool_everyday, on = \"GEO\", how= \"left\")" + ] + }, + { + "cell_type": "code", + "execution_count": 44, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "GEO object\n", + "Quintile Share float64\n", + "Alcohol Deaths float64\n", + "Alcohol Everyday (%) float64\n", + "dtype: object" + ] + }, + "execution_count": 44, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "alcohol_country = alcohol_country.astype({'Alcohol Deaths': 'float64'})\n", + "alcohol_country.dtypes" + ] + }, + { + "cell_type": "code", + "execution_count": 45, + "metadata": {}, + "outputs": [], + "source": [ + "#sns.pairplot(data=alcohol_country, kind=\"reg\", plot_kws={'line_kws':{'color':'red'} ,'scatter_kws':{'alpha':0.7}})\n" + ] + }, + { + "cell_type": "code", + "execution_count": 46, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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FREQUENCGEOAlcohol Month Bottom (%)
127Every monthSweden24.7
147Every monthTurkey8.1
132Every monthUnited Kingdom14.7
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" + ], + "text/plain": [ + " FREQUENC GEO Alcohol Month Bottom (%)\n", + "127 Every month Sweden 24.7\n", + "147 Every month Turkey 8.1\n", + "132 Every month United Kingdom 14.7" + ] + }, + "execution_count": 46, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "alcohool_everyday5q = alcohool_5q.loc[alcohool_5q['FREQUENC'] == 'Every day']\n", + "alcohool_everyday5q = alcohool_everyday5q.rename(columns={\"Value\": \"Alcohol Everyday Bottom (%)\"})\n", + "\n", + "alcohool_everymonth5q = alcohool_5q.loc[alcohool_5q['FREQUENC'] == 'Every month']\n", + "alcohool_everymonth5q = alcohool_everymonth5q.rename(columns={\"Value\": \"Alcohol Month Bottom (%)\"})\n", + "\n", + "alcohool_everymonth5q.tail(3)" + ] + }, + { + "cell_type": "code", + "execution_count": 47, + "metadata": {}, + "outputs": [], + "source": [ + "alcohool_everyday1q = alcohool_1q.loc[alcohool_1q['FREQUENC'] == 'Every day']\n", + "alcohool_everyday1q = alcohool_everyday1q.rename(columns={\"Value\": \"Alcohol Everyday Top (%)\"})\n", + "\n", + "alcohool_everymonth1q = alcohool_1q.loc[alcohool_1q['FREQUENC'] == 'Every month']\n", + "alcohool_everymonth1q = alcohool_everymonth1q.rename(columns={\"Value\": \"Alcohol Month Top (%)\"})" + ] + }, + { + "cell_type": "code", + "execution_count": 48, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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FREQUENCGEOBinge-Drink Monthly(%)
30Every monthEuropean Union14.4
31Every monthBelgium19.0
32Every monthBulgaria15.0
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" + ], + "text/plain": [ + " FREQUENC GEO Binge-Drink Monthly(%)\n", + "30 Every month European Union 14.4\n", + "31 Every month Belgium 19.0\n", + "32 Every month Bulgaria 15.0" + ] + }, + "execution_count": 48, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "alcohool_heavy_month = alcohool_heavy.loc[alcohool_heavy['FREQUENC'] == 'Every month']\n", + "alcohool_heavy_month = alcohool_heavy_month.rename(columns={\"Binge-Drink(%)\": \"Binge-Drink Monthly(%)\"})\n", + "alcohool_heavy_month.head(3)" + ] + }, + { + "cell_type": "code", + "execution_count": 49, + "metadata": {}, + "outputs": [], + "source": [ + "alcohool_everyday1q = alcohool_everyday1q.drop(columns=\"FREQUENC\")\n", + "alcohool_everymonth1q = alcohool_everymonth1q.drop(columns=\"FREQUENC\")\n", + "\n", + "alcohool_everyday5q = alcohool_everyday5q.drop(columns=\"FREQUENC\")\n", + "alcohool_everymonth5q = alcohool_everymonth5q.drop(columns=\"FREQUENC\")\n", + "\n", + "alcohool_heavy_month = alcohool_heavy_month.drop(columns=\"FREQUENC\")" + ] + }, + { + "cell_type": "code", + "execution_count": 50, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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GEOAlcohol Month Bottom (%)
92Austria30.3
7Belgium22.2
12Bulgaria31.1
52Croatia22.9
62Cyprus27.1
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" + ], + "text/plain": [ + " GEO Alcohol Month Bottom (%)\n", + "92 Austria 30.3\n", + "7 Belgium 22.2\n", + "12 Bulgaria 31.1\n", + "52 Croatia 22.9\n", + "62 Cyprus 27.1" + ] + }, + "execution_count": 50, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "alcohool_everymonth5q.head()" + ] + }, + { + "cell_type": "code", + "execution_count": 51, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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GEOQuintile ShareAlcohol DeathsAlcohol Everyday (%)Alcohol Everyday Top (%)
0Serbia9.43.79NaNNaN
1Turkey8.30.050.50.4
2North Macedonia7.2NaNNaNNaN
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" + ], + "text/plain": [ + " GEO Quintile Share Alcohol Deaths Alcohol Everyday (%) \\\n", + "0 Serbia 9.4 3.79 NaN \n", + "1 Turkey 8.3 0.05 0.5 \n", + "2 North Macedonia 7.2 NaN NaN \n", + "\n", + " Alcohol Everyday Top (%) \n", + "0 NaN \n", + "1 0.4 \n", + "2 NaN " + ] + }, + "execution_count": 51, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "alcohol_country2 = alcohol_country.merge(alcohool_everyday1q, on = \"GEO\", how = \"left\")\n", + "alcohol_country2.head(3)" + ] + }, + { + "cell_type": "code", + "execution_count": 52, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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GEOQuintile ShareAlcohol DeathsAlcohol Everyday (%)Alcohol Everyday Top (%)Alcohol Everyday Bottom (%)
0Serbia9.43.79NaNNaNNaN
1Turkey8.30.050.50.40.7
2North Macedonia7.2NaNNaNNaNNaN
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" + ], + "text/plain": [ + " GEO Quintile Share Alcohol Deaths Alcohol Everyday (%) \\\n", + "0 Serbia 9.4 3.79 NaN \n", + "1 Turkey 8.3 0.05 0.5 \n", + "2 North Macedonia 7.2 NaN NaN \n", + "\n", + " Alcohol Everyday Top (%) Alcohol Everyday Bottom (%) \n", + "0 NaN NaN \n", + "1 0.4 0.7 \n", + "2 NaN NaN " + ] + }, + "execution_count": 52, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "alcohol_country2 = alcohol_country2.merge(alcohool_everyday5q, on = \"GEO\", how = \"left\")\n", + "alcohol_country2.head(3)" + ] + }, + { + "cell_type": "code", + "execution_count": 53, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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GEOQuintile ShareAlcohol DeathsAlcohol Everyday (%)Alcohol Everyday Top (%)Alcohol Everyday Bottom (%)Alcohol Month Top (%)
0Serbia9.43.79NaNNaNNaNNaN
1Turkey8.30.050.50.40.73.3
2North Macedonia7.2NaNNaNNaNNaNNaN
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" + ], + "text/plain": [ + " GEO Quintile Share Alcohol Deaths Alcohol Everyday (%) \\\n", + "0 Serbia 9.4 3.79 NaN \n", + "1 Turkey 8.3 0.05 0.5 \n", + "2 North Macedonia 7.2 NaN NaN \n", + "\n", + " Alcohol Everyday Top (%) Alcohol Everyday Bottom (%) \\\n", + "0 NaN NaN \n", + "1 0.4 0.7 \n", + "2 NaN NaN \n", + "\n", + " Alcohol Month Top (%) \n", + "0 NaN \n", + "1 3.3 \n", + "2 NaN " + ] + }, + "execution_count": 53, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "alcohol_country2 = alcohol_country2.merge(alcohool_everymonth1q, on = \"GEO\", how = \"left\")\n", + "alcohol_country2.head(3)" + ] + }, + { + "cell_type": "code", + "execution_count": 54, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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GEOQuintile ShareAlcohol DeathsAlcohol Everyday (%)Alcohol Everyday Top (%)Alcohol Everyday Bottom (%)Alcohol Month Top (%)Alcohol Month Bottom (%)
0Serbia9.43.79NaNNaNNaNNaNNaN
1Turkey8.30.050.50.40.73.38.1
2North Macedonia7.2NaNNaNNaNNaNNaNNaN
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" + ], + "text/plain": [ + " GEO Quintile Share Alcohol Deaths Alcohol Everyday (%) \\\n", + "0 Serbia 9.4 3.79 NaN \n", + "1 Turkey 8.3 0.05 0.5 \n", + "2 North Macedonia 7.2 NaN NaN \n", + "\n", + " Alcohol Everyday Top (%) Alcohol Everyday Bottom (%) \\\n", + "0 NaN NaN \n", + "1 0.4 0.7 \n", + "2 NaN NaN \n", + "\n", + " Alcohol Month Top (%) Alcohol Month Bottom (%) \n", + "0 NaN NaN \n", + "1 3.3 8.1 \n", + "2 NaN NaN " + ] + }, + "execution_count": 54, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "alcohol_country2 = alcohol_country2.merge(alcohool_everymonth5q, on = \"GEO\", how = \"left\")\n", + "alcohol_country2.head(3)" + ] + }, + { + "cell_type": "code", + "execution_count": 55, + "metadata": {}, + "outputs": [], + "source": [ + "alcohol_country2 = alcohol_country2.merge(alcohool_heavy_month, on = \"GEO\", how = \"left\")" + ] + }, + { + "cell_type": "code", + "execution_count": 56, + "metadata": {}, + "outputs": [], + "source": [ + "alcohol_country2.loc[alcohol_country2['GEO'] == 'France', 'Binge-Drink Monthly(%)'] = 31.2\n", + "alcohol_country2.loc[alcohol_country2['GEO'] == 'Netherlands', 'Binge-Drink Monthly(%)'] = 27.4\n", + "alcohol_country2.loc[alcohol_country2['GEO'] == 'Switzerland', 'Binge-Drink Monthly(%)'] = 35.6\n", + "alcohol_country2.loc[alcohol_country2['GEO'] == 'Serbia', 'Binge-Drink Monthly(%)'] = 29.0\n", + "# France, Netherlands and consumption from WHO 2016 and refers to the last 30 days best proxy we found 29.0\n", + "#alcohol_country2.head(35)" + ] + }, + { + "cell_type": "code", + "execution_count": 57, + "metadata": {}, + "outputs": [], + "source": [ + "maxi =alcohol_country2[\"Quintile Share\"].max()\n", + "mini=alcohol_country2[\"Quintile Share\"].min()\n", + "#alcohol_country2[\"Quintile Share(%)\"] = alcohol_country2[\"Quintile Share\"].map(lambda x : ((x-mini)/(maxi-mini))*100)\n", + "#alcohol_country2" + ] + }, + { + "cell_type": "code", + "execution_count": 58, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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Quintile ShareAlcohol DeathsAlcohol Everyday (%)Alcohol Everyday Top (%)Alcohol Everyday Bottom (%)Alcohol Month Top (%)Alcohol Month Bottom (%)Binge-Drink Monthly(%)
Quintile Share1.000000-0.3424390.0455330.0591630.047031-0.473491-0.235752-0.418503
Alcohol Deaths-0.3424391.0000000.0227240.123859-0.0088940.1953380.1219170.404939
Alcohol Everyday (%)0.0455330.0227241.0000000.9572580.964392-0.439602-0.538016-0.277603
Alcohol Everyday Top (%)0.0591630.1238590.9572581.0000000.860741-0.431497-0.452762-0.214168
Alcohol Everyday Bottom (%)0.047031-0.0088940.9643920.8607411.000000-0.394128-0.594476-0.249151
Alcohol Month Top (%)-0.4734910.195338-0.439602-0.431497-0.3941281.0000000.7717920.762949
Alcohol Month Bottom (%)-0.2357520.121917-0.538016-0.452762-0.5944760.7717921.0000000.486697
Binge-Drink Monthly(%)-0.4185030.404939-0.277603-0.214168-0.2491510.7629490.4866971.000000
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" + ], + "text/plain": [ + " Quintile Share Alcohol Deaths \\\n", + "Quintile Share 1.000000 -0.342439 \n", + "Alcohol Deaths -0.342439 1.000000 \n", + "Alcohol Everyday (%) 0.045533 0.022724 \n", + "Alcohol Everyday Top (%) 0.059163 0.123859 \n", + "Alcohol Everyday Bottom (%) 0.047031 -0.008894 \n", + "Alcohol Month Top (%) -0.473491 0.195338 \n", + "Alcohol Month Bottom (%) -0.235752 0.121917 \n", + "Binge-Drink Monthly(%) -0.418503 0.404939 \n", + "\n", + " Alcohol Everyday (%) Alcohol Everyday Top (%) \\\n", + "Quintile Share 0.045533 0.059163 \n", + "Alcohol Deaths 0.022724 0.123859 \n", + "Alcohol Everyday (%) 1.000000 0.957258 \n", + "Alcohol Everyday Top (%) 0.957258 1.000000 \n", + "Alcohol Everyday Bottom (%) 0.964392 0.860741 \n", + "Alcohol Month Top (%) -0.439602 -0.431497 \n", + "Alcohol Month Bottom (%) -0.538016 -0.452762 \n", + "Binge-Drink Monthly(%) -0.277603 -0.214168 \n", + "\n", + " Alcohol Everyday Bottom (%) \\\n", + "Quintile Share 0.047031 \n", + "Alcohol Deaths -0.008894 \n", + "Alcohol Everyday (%) 0.964392 \n", + "Alcohol Everyday Top (%) 0.860741 \n", + "Alcohol Everyday Bottom (%) 1.000000 \n", + "Alcohol Month Top (%) -0.394128 \n", + "Alcohol Month Bottom (%) -0.594476 \n", + "Binge-Drink Monthly(%) -0.249151 \n", + "\n", + " Alcohol Month Top (%) Alcohol Month Bottom (%) \\\n", + "Quintile Share -0.473491 -0.235752 \n", + "Alcohol Deaths 0.195338 0.121917 \n", + "Alcohol Everyday (%) -0.439602 -0.538016 \n", + "Alcohol Everyday Top (%) -0.431497 -0.452762 \n", + "Alcohol Everyday Bottom (%) -0.394128 -0.594476 \n", + "Alcohol Month Top (%) 1.000000 0.771792 \n", + "Alcohol Month Bottom (%) 0.771792 1.000000 \n", + "Binge-Drink Monthly(%) 0.762949 0.486697 \n", + "\n", + " Binge-Drink Monthly(%) \n", + "Quintile Share -0.418503 \n", + "Alcohol Deaths 0.404939 \n", + "Alcohol Everyday (%) -0.277603 \n", + "Alcohol Everyday Top (%) -0.214168 \n", + "Alcohol Everyday Bottom (%) -0.249151 \n", + "Alcohol Month Top (%) 0.762949 \n", + "Alcohol Month Bottom (%) 0.486697 \n", + "Binge-Drink Monthly(%) 1.000000 " + ] + }, + "execution_count": 58, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "#sns.pairplot(data=alcohol_country2, kind=\"reg\", plot_kws={'line_kws':{'color':'red'} ,'scatter_kws':{'alpha':0.7}})\n", + "alcohol_country2 = alcohol_country2.sort_values(by=[\"Quintile Share\"], ascending = False)\n", + "alcohol_country2.dropna().corr()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 59, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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GEOQuintile ShareAlcohol DeathsAlcohol Everyday (%)Alcohol Everyday Top (%)Alcohol Everyday Bottom (%)Alcohol Month Top (%)Alcohol Month Bottom (%)Binge-Drink Monthly(%)
0Serbia9.43.79NaNNaNNaNNaNNaN29.0
1Turkey8.30.050.50.40.73.38.12.9
2North Macedonia7.2NaNNaNNaNNaNNaNNaNNaN
3Romania7.21.443.86.12.324.532.524.3
4Bulgaria6.80.348.98.79.520.431.115.0
5Spain6.80.5915.311.218.418.519.56.7
6Estonia6.54.512.02.52.526.037.018.1
7Greece6.50.126.96.78.224.028.88.9
8Latvia6.56.791.42.20.926.641.218.3
9Portugal6.20.8324.223.122.512.217.67.7
10Lithuania6.10.910.60.70.634.948.217.4
11Italy5.80.3214.110.516.119.420.95.6
12Cyprus5.40.734.23.14.620.927.14.5
13European Union5.22.829.27.710.822.223.214.4
14Croatia5.15.299.16.711.017.522.99.1
15United Kingdom5.11.307.55.89.916.414.712.4
16Germany5.15.839.38.011.825.221.023.7
18Poland4.93.551.81.62.327.334.214.6
17Ireland4.90.322.02.11.927.126.118.9
19Luxembourg4.44.899.68.513.023.618.323.3
20Switzerland4.42.78NaNNaNNaNNaNNaN35.6
21France4.34.06NaNNaNNaNNaNNaN31.2
22Hungary4.33.727.38.24.314.930.16.2
23Sweden4.22.382.71.24.225.924.716.2
24Austria4.15.396.24.37.631.830.316.3
25Denmark4.111.4911.312.910.528.626.527.9
26Malta4.00.397.48.45.620.527.511.8
27Slovakia3.92.973.13.43.127.635.311.4
28Netherlands3.82.60NaNNaNNaNNaNNaN27.4
29Belgium3.83.5214.210.616.416.122.219.0
30Slovenia3.79.677.79.65.820.931.015.7
31Finland3.64.152.72.63.528.827.622.9
32Czechia3.51.159.56.911.227.825.812.8
33Norway3.43.312.11.52.848.145.541.7
34Iceland3.10.350.60.80.232.543.123.6
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" + ], + "text/plain": [ + " GEO Quintile Share Alcohol Deaths Alcohol Everyday (%) \\\n", + "0 Serbia 9.4 3.79 NaN \n", + "1 Turkey 8.3 0.05 0.5 \n", + "2 North Macedonia 7.2 NaN NaN \n", + "3 Romania 7.2 1.44 3.8 \n", + "4 Bulgaria 6.8 0.34 8.9 \n", + "5 Spain 6.8 0.59 15.3 \n", + "6 Estonia 6.5 4.51 2.0 \n", + "7 Greece 6.5 0.12 6.9 \n", + "8 Latvia 6.5 6.79 1.4 \n", + "9 Portugal 6.2 0.83 24.2 \n", + "10 Lithuania 6.1 0.91 0.6 \n", + "11 Italy 5.8 0.32 14.1 \n", + "12 Cyprus 5.4 0.73 4.2 \n", + "13 European Union 5.2 2.82 9.2 \n", + "14 Croatia 5.1 5.29 9.1 \n", + "15 United Kingdom 5.1 1.30 7.5 \n", + "16 Germany 5.1 5.83 9.3 \n", + "18 Poland 4.9 3.55 1.8 \n", + "17 Ireland 4.9 0.32 2.0 \n", + "19 Luxembourg 4.4 4.89 9.6 \n", + "20 Switzerland 4.4 2.78 NaN \n", + "21 France 4.3 4.06 NaN \n", + "22 Hungary 4.3 3.72 7.3 \n", + "23 Sweden 4.2 2.38 2.7 \n", + "24 Austria 4.1 5.39 6.2 \n", + "25 Denmark 4.1 11.49 11.3 \n", + "26 Malta 4.0 0.39 7.4 \n", + "27 Slovakia 3.9 2.97 3.1 \n", + "28 Netherlands 3.8 2.60 NaN \n", + "29 Belgium 3.8 3.52 14.2 \n", + "30 Slovenia 3.7 9.67 7.7 \n", + "31 Finland 3.6 4.15 2.7 \n", + "32 Czechia 3.5 1.15 9.5 \n", + "33 Norway 3.4 3.31 2.1 \n", + "34 Iceland 3.1 0.35 0.6 \n", + "\n", + " Alcohol Everyday Top (%) Alcohol Everyday Bottom (%) \\\n", + "0 NaN NaN \n", + "1 0.4 0.7 \n", + "2 NaN NaN \n", + "3 6.1 2.3 \n", + "4 8.7 9.5 \n", + "5 11.2 18.4 \n", + "6 2.5 2.5 \n", + "7 6.7 8.2 \n", + "8 2.2 0.9 \n", + "9 23.1 22.5 \n", + "10 0.7 0.6 \n", + "11 10.5 16.1 \n", + "12 3.1 4.6 \n", + "13 7.7 10.8 \n", + "14 6.7 11.0 \n", + "15 5.8 9.9 \n", + "16 8.0 11.8 \n", + "18 1.6 2.3 \n", + "17 2.1 1.9 \n", + "19 8.5 13.0 \n", + "20 NaN NaN \n", + "21 NaN NaN \n", + "22 8.2 4.3 \n", + "23 1.2 4.2 \n", + "24 4.3 7.6 \n", + "25 12.9 10.5 \n", + "26 8.4 5.6 \n", + "27 3.4 3.1 \n", + "28 NaN NaN \n", + "29 10.6 16.4 \n", + "30 9.6 5.8 \n", + "31 2.6 3.5 \n", + "32 6.9 11.2 \n", + "33 1.5 2.8 \n", + "34 0.8 0.2 \n", + "\n", + " Alcohol Month Top (%) Alcohol Month Bottom (%) Binge-Drink Monthly(%) \n", + "0 NaN NaN 29.0 \n", + "1 3.3 8.1 2.9 \n", + "2 NaN NaN NaN \n", + "3 24.5 32.5 24.3 \n", + "4 20.4 31.1 15.0 \n", + "5 18.5 19.5 6.7 \n", + "6 26.0 37.0 18.1 \n", + "7 24.0 28.8 8.9 \n", + "8 26.6 41.2 18.3 \n", + "9 12.2 17.6 7.7 \n", + "10 34.9 48.2 17.4 \n", + "11 19.4 20.9 5.6 \n", + "12 20.9 27.1 4.5 \n", + "13 22.2 23.2 14.4 \n", + "14 17.5 22.9 9.1 \n", + "15 16.4 14.7 12.4 \n", + "16 25.2 21.0 23.7 \n", + "18 27.3 34.2 14.6 \n", + "17 27.1 26.1 18.9 \n", + "19 23.6 18.3 23.3 \n", + "20 NaN NaN 35.6 \n", + "21 NaN NaN 31.2 \n", + "22 14.9 30.1 6.2 \n", + "23 25.9 24.7 16.2 \n", + "24 31.8 30.3 16.3 \n", + "25 28.6 26.5 27.9 \n", + "26 20.5 27.5 11.8 \n", + "27 27.6 35.3 11.4 \n", + "28 NaN NaN 27.4 \n", + "29 16.1 22.2 19.0 \n", + "30 20.9 31.0 15.7 \n", + "31 28.8 27.6 22.9 \n", + "32 27.8 25.8 12.8 \n", + "33 48.1 45.5 41.7 \n", + "34 32.5 43.1 23.6 " + ] + }, + "execution_count": 59, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "#sns.pairplot(data=alcohol_country2, kind=\"reg\", plot_kws={'line_kws':{'color':'red'} ,'scatter_kws':{'alpha':0.7}})\n", + "alcohol_country2.head(37)" + ] + }, + { + "cell_type": "code", + "execution_count": 60, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 60, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", 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GEOQuintile ShareAlcohol DeathsAlcohol Everyday Top (%)Alcohol Everyday Bottom (%)Alcohol Month Top (%)Alcohol Month Bottom (%)Binge-Drink Monthly(%)
2North Macedonia7.2NaNNaNNaNNaNNaNNaN
3Romania7.21.446.12.324.532.524.3
4Bulgaria6.80.348.79.520.431.115.0
5Spain6.80.5911.218.418.519.56.7
6Estonia6.54.512.52.526.037.018.1
7Greece6.50.126.78.224.028.88.9
8Latvia6.56.792.20.926.641.218.3
10Lithuania6.10.910.70.634.948.217.4
11Italy5.80.3210.516.119.420.95.6
12Cyprus5.40.733.14.620.927.14.5
13European Union5.22.827.710.822.223.214.4
14Croatia5.15.296.711.017.522.99.1
15United Kingdom5.11.305.89.916.414.712.4
16Germany5.15.838.011.825.221.023.7
18Poland4.93.551.62.327.334.214.6
17Ireland4.90.322.11.927.126.118.9
19Luxembourg4.44.898.513.023.618.323.3
20Switzerland4.42.78NaNNaNNaNNaN35.6
21France4.34.06NaNNaNNaNNaN31.2
22Hungary4.33.728.24.314.930.16.2
23Sweden4.22.381.24.225.924.716.2
24Austria4.15.394.37.631.830.316.3
25Denmark4.111.4912.910.528.626.527.9
26Malta4.00.398.45.620.527.511.8
27Slovakia3.92.973.43.127.635.311.4
28Netherlands3.82.60NaNNaNNaNNaN27.4
29Belgium3.83.5210.616.416.122.219.0
30Slovenia3.79.679.65.820.931.015.7
31Finland3.64.152.63.528.827.622.9
32Czechia3.51.156.911.227.825.812.8
34Iceland3.10.350.80.232.543.123.6
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GEOQuintile ShareAlcohol DeathsAlcohol Everyday Top (%)Alcohol Everyday Bottom (%)Alcohol Month Top (%)Alcohol Month Bottom (%)Binge-Drink Monthly(%)
2North Macedonia7.2NaNNaNNaNNaNNaNNaN
3Romania7.21.446.12.324.532.524.3
4Bulgaria6.80.348.79.520.431.115.0
5Spain6.80.5911.218.418.519.56.7
6Estonia6.54.512.52.526.037.018.1
7Greece6.50.126.78.224.028.88.9
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" + ], + "text/plain": [ + " GEO Quintile Share Alcohol Deaths Alcohol Everyday Top (%) \\\n", + "2 North Macedonia 7.2 NaN NaN \n", + "3 Romania 7.2 1.44 6.1 \n", + "4 Bulgaria 6.8 0.34 8.7 \n", + "5 Spain 6.8 0.59 11.2 \n", + "6 Estonia 6.5 4.51 2.5 \n", + "7 Greece 6.5 0.12 6.7 \n", + "\n", + " Alcohol Everyday Bottom (%) Alcohol Month Top (%) \\\n", + "2 NaN NaN \n", + "3 2.3 24.5 \n", + "4 9.5 20.4 \n", + "5 18.4 18.5 \n", + "6 2.5 26.0 \n", + "7 8.2 24.0 \n", + "\n", + " Alcohol Month Bottom (%) Binge-Drink Monthly(%) \n", + "2 NaN NaN \n", + "3 32.5 24.3 \n", + "4 31.1 15.0 \n", + "5 19.5 6.7 \n", + "6 37.0 18.1 \n", + "7 28.8 8.9 " + ] + }, + "execution_count": 62, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "alcohol_country3.head(6)" + ] + }, + { + "cell_type": "code", + "execution_count": 63, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "C:\\ProgramData\\Anaconda3\\lib\\site-packages\\numpy\\lib\\histograms.py:824: RuntimeWarning: invalid value encountered in greater_equal\n", + " keep = (tmp_a >= first_edge)\n", + "C:\\ProgramData\\Anaconda3\\lib\\site-packages\\numpy\\lib\\histograms.py:825: RuntimeWarning: invalid value encountered in less_equal\n", + " keep &= (tmp_a <= last_edge)\n" + ] + }, + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 63, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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68UNH1x5geNv1V+opu0Y1OBhyfBRdKHTudifZvejmu7o+7gO3XNPV9/dyjm51WyZsKfrshhLbQ1dDiuXBtjmrTHbX25zjseFt+srM41Wr+9RFmd2K9iO5Kck9KMrslkEn+aCN9iW57FLfGxXdhxZYHy0PHnLkZ9nMLlk7o9nFkvqZ87dX0ovM7AFJvy/peWb2of6K2JvG9Mwnjp2r8dHta5XV60j33MLptYE4aWV65I0fOqq5hd5W9DLiDiBV3fRfrfriMsjrwbbcL7K31TXenOO5hdOFP9S4TKqc8U76kSpfn1Y6vSZlvgdVUei20Ek++r3X037TEsOmBQ0hstPvMYruQ9c/A++em56rIwf3Fj4wGuyZcVrZSfUzZvY1rYz+PUnSq3o9mLu/UdIbJWndzLjrA5QziH5GVkOuV2bEHUCq6L/OyOM5Flzv7PVyjWN8hkmqqp7xrbJU9evTDNekmoqq9376e7Kanlju7yGyU5b8xfY8xWAz49z905IulfSa1dced/9MqOPHpp+R7pDrlWMacQeAbtB/nZHHcyy43tnr5RrH+AyTVFU941tlqerXpxmuSTUVVe/99PdkNT2x3N9DZIf8ZSPYYJyZ/bykYXe/z92/IOlcMzsY4tjufvdWz4vLWz8j3SEfYBjLiDsAdIv+64w8HmzL9c5eL9c4hocal0XVM75Vlqp+fZrhmlRTUfXeT39PVtMTy/09RHbIXzZCLlPd7+7/ufEXd58zs/1a2Vm1dPrZnnf9euV+H2AYwzbBANAL+q8zQt4XWuF6Z6+Xa5xH3VdF1TO+VZaqfn2a4ZpUU1H13k9/T1bTE8v9PUR2yF82Qm7gUDOztWSZ2YCk0n6s2+9Id6gHGMYy4g4A3aL/2ijrB9tyvbPX6zUu+qHGZUHG22eJ63M2rkk1FVnvvfb3ZDVNMdzfQ2SH/GXD3MPswmJmt0q6SNJtklzSjZIecvdfCnKCDuS9XXbR2/PGVo7ERb9d9kU339X1cR+45Zquvr+Xc3Sr2zJhS9Fntx36r3xFdr2Tzm4rkV3jysnp+iebXfJ5topdk2SzG1qK9Z5imQMiu30IkZ2K568fLS9SyGWqN0m6QdLPrZ7wk5LeF/D40Vm/G0eR4YxtVxAA6FTI/os3CVvjfpG9ZteYbOaHjLfH9Tlb45o02unXv7VAO62AFNvC5jLX666ZE6e4t1RML+8pQuQ9xTYTu2CDce5el/Te1VelpLDVL/8jAKDMUuiH16NPro7UstkpMoyQis5TWdspOld0BrtFZqupl3pPLdtV0vdgnJn9d60sS23K3S/v9xyxa7XV75GDezsaPc66gdBZV1cey0671W2ZWNaKTvTbD+eJPrlaUspmp8gwQoohT2Vsp+hcDBnsFpmtpm7rPcVspyDU+E2IDRyulfTCNq/S62er30YDecl77tHet39GL3nPPTp2/ITq9TDP8pNaN9rZ+cVg5wCAIqW05Tp9crWklM1OkWGEFEOeythO0bkYMtgtMltN3dZ7itmOXcjxm74H49z9wWYvSROS3tDv8WPWWKe/7K7f/eln6IoLd6z9W6db/ebRQOisAZRdY8v19WLdcp0+uVpSymanyDBCiiFPZWyn6FwMGewWma2mbus9xWxvpTEG8/DcSc2cOBV0ElMnQo7fhJgZt8bMnm5m7zCzByS9TdKXQx4/JutHRJ/9jrv15j/+ot5w9R5dceGOrrb6zaOB0FkDKLuUtlynT66WlLLZKTKMkGLIUxnbKToXQwa7RWarqdt6TzHb7eSxqnArIcdvQjwz7nsl/ZSkl0ualfQRSebuz+332DFrNiL6+o/ep48ceGbLdcPN1hY3Gsj6Cg3dQBqNdvNacTprAHnL6hmZtZppz65RHTm4N/oH1NInV0sn2Uzt4cpkGCFlnadO2ldK9xCE1y6DsfbPZLaauq33rfrXWPPdSgzPSgw5fhNiN9UvS/r/JL3Q3f+HJJnZ6wIcN2qtRkQldfXwxEvHz8v8DS2dNYAYZP0Q2VS2XKdPrp522Uzx4cpkGCFlmadu2lcq9xCE1yqDkqLun8lsRlG+CgAAIABJREFUNXVT7+361xTff8Sw7DbkB0ghlqm+VNI3JH3GzA6Z2VWS4qy9gLqd8tlqFHdu4fRaA7nnpufqyMG9mTSARqN94ti5Gh/dHm0DA1BePET2DPpkNKTaLsgwQsoqT6m2L+SvWQbJD8qgVf+aYr5jWHa7foCz3/GbEBs4HHH3l0l6iqS7Jb1O0i4ze6+ZPb/f48eq2/Xa7UZxeUMLoApi+DQLiA3tAsgO7Qv9ID8osxTzHcuzEkON34RYpipJcvd5SR+W9GEze4KkfynpZkmf7OV4ZnahpMOSvltSXdId7v7OQMXtW7dT6vN4NhwAxIx+EDgb7QLIDu0L/SA/KLMU8122x2QE3U21wd2/6e63u/vz+jjMkqRfcvfvk/RMST9vZpeFKWEY3YyIxjKKCwBFoR8Ezka7ALJD+0I/yA/KLNV8l2lVYbCZcaG5+9clfX31zyfM7EuSnijp/kIL1qOyjeICQLfoB4Gz0S6A7NC+0A/ygzIj38WLdjBuPTO7SNIVkj7f5N8OSDogSbt37861XN1ixxusl1J2gfX6yS79IIoUa79Lu8BWYs1uCmhfxUo9u+SnulLPbifId7EyWaYakpmdJ+lOSf/W3b+9+d/d/Q53n3T3yfHx8fwLCPSI7CJVZBepIrtIFdlFqsguUkV2kbWoB+PMbJtWBuI+7O4fK7o8AAAAAAAAQD+iXaZqZibptyV9yd1/o+jyIC31umt2fpH17yVw0c13df0zD9xyTQYlAc6gj0ErZAPID+0NZUOmUTVVzny0g3GS9kp6haT/bmZ/u/q1f+fu/2+BZUIC6nXXseMntP/wlKbnFtZ2htmza7QyDRtAduhj0ArZAPJDe0PZkGlUTdUzH+0yVXf/S3c3d7/c3Z+++mIgrgv1umvmxCk9PHdSMydOqV73oouUi9n5xbUGLUnTcwvaf3hKs/OLBZcMQMoafer0Yyf1jW99R+PnrTzwlj4GDWW7/1T1fUQVlKFuy9beUI5c9oNMoxcpt5uqZz7mmXHoQ5VHmReXltcadMP03IIWl5YLKhGA1DXrU9/+0sv1a//1mO596DH6GEgq1/2nyu8jyq4sdVum9oby5LIfZBrdSr3dVD3z0c6MK1rKI8xStUeZhwYHNDE2vOFrE2PDGhocKKhEAFLXrE+96c77dONzLpF0dh+T+j0EvSnT/afT9xFkPT1leY+YRXsjz8VJJZdZZqRM9xDkY327ueLCHXrztZdp/tSSvvHt7yTRf1U98wzGNdEYYX7Je+7R3rd/Ri95zz06dvxEEoFuqPIo886RIR3aN7nWsBufEOwcGSq4ZABS1apP3TG87aw+pgz3EPSmTPefTt5HkPU0leU9Yuj2Rp6LlUIus85Ime4hyEej3Vxx4Q798o/t0Vs/fr+uu+2z+j9u/2wS/VfVM88y1SZafTJz5OBejY9uL7h0nWmMMq+/qeU1ylz0jii1mmnPrlEdObi3kruyALEoui8IqVWfOjE2rCMH92743cpwD8EZ3eS4TPefTt5HkPU0FfkeMaTQ7S3FPFfhPhtTLrPOSJnuIZ0oU36L0mg3Nz7nEt10531BsplnvVQt85sxGNdECp/MbKUxyrx5/XjWo8yxrFuv1SzaN05AFcTSF4TSqk/9nn82fNbvU4Z7CFb0kuOy3H86eR9B1tNU1HvELIRsb6nluSr32ZhymUdGynIP2UrZ8luURruZP7UUJJtF1EtVMt8Mg3FNpPDJzFY6HWUOPfKd4qeKAMLLqy/I69O7bj65K8M9BCvyvqfFNEugk8yT9TQVMRMhpmy3klqey/aeO4UZMq0yYmZ6eO5klGWOVdnyW1Qf12g33/j2d4L0X2Wrl9jxzLgmyrJ2uTHK/MSxczU+ur3pQFzo5x6k9qkigGzk0Rfk/XyfrfrUhrLcQ5DvPS3G51VtlXmynq5O+7MQYsx2M6nluYzvufPMZS+aZeS266/Uf/iTL0ad7RiVKb9F93G1mum7zz8nSP9VpnpJATPjmkjhk5kQshj5zupTxRQ+UQVwRh4zDGL99C7Fewh9bHN5zpSJNc/tpJj1Zsh/Z3q9TqlkO7U8pzaTLy9ZtufNGTEz/Yc/+aI+ef8jkuLNdozKlN9O+ris7zOh+q8y1UsKmBnXQuyfzISQxch3Fp8qFv1pA4Du5THDIOZP71K6h9DHtpbnTJmY89xOSllvhvx3pp/rlFK2U8pzajP58pBHe16fEXdfG4hriDXbsSlTfrfq4/K6z4Tov8pULymozMy4PD/1TOUT1ixGvrP4VDGVT1QBnNHoC/7k3+zVwuKylt11zrawn6qV+dO7PO8j9LFnW3/9d543tJbjLOtiqzyn8t4iNeS/M71cp0Zml931uz/9DL3r01/RvQ89Jqk8fXUovbTv1Gby5SHv9ry+377iwh268TmXaOfIkMxM9bqXsi5C3YvKlN+t7t9Z5TKL9wV51QvvaVZUYjAuz11BitiBpNcw97JrUSfnCr0jSkqfqALY6Pi3T/XUH3bS16Sw81ovmt1Hbn/FlfqukSHVarWe37C0uqb0sRv1ch8P8aayXZ7zfm+R4pvkXstM/jvT6jrV63XNnDh11nVvltlbr7tc7/jEMc08fiqavjqGrPfTvqu8C2Ez7dpzyLpef6z/8rM/pA9/7gE9e88u3XTnfV3VYQz560boe1FZ8tvq/j1Qkx6eOylJGj9v+4Zs9nuf6bUu+vl/+VB5ZSfdMyoxGJfnpyRF7LzWzw28m5HvohrOtsFa008btg2yyhrFuOjmuzI/xwO3XJP5ObLWa3/YaV9Tpk9V12t23W744FG9+drL9NaP399Tv9vumpZ5hmEvus1tqHtjuzzPnDiV23uLFN8k91Nm8t+ZZtfp+ZddoEfnF3XDB4+edd0fnT87s6//6H36yIFnRtNXx5J1ZmeG06o9Dw8NBKvrZrn58M/+kP7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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "alcohol_country3 = alcohol_country3.sort_values(by=[\"Quintile Share\"], ascending = False)\n", + "alcohol_country2 = alcohol_country2.sort_values(by=[\"Quintile Share\"], ascending = False)\n", + "#sns.pairplot(data=alcohol_country3.dropna().head(7), kind=\"reg\", plot_kws={'line_kws':{'color':'red'} ,'scatter_kws':{'alpha':0.7}})\n", + "sns.pairplot(data=alcohol_country3)#, kind=\"reg\", plot_kws={'line_kws':{'color':'red'} ,'scatter_kws':{'alpha':0.7}})\n", + "\n", + "#alcohol_country3.shape#(6)" + ] + }, + { + "cell_type": "code", + "execution_count": 64, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 64, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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Quintile ShareAlcohol DeathsAlcohol Everyday Top (%)Alcohol Everyday Bottom (%)Alcohol Month Top (%)Alcohol Month Bottom (%)Binge-Drink Monthly(%)
Quintile Share1.000000-0.2660750.0202660.045074-0.1570650.100774-0.274276
Alcohol Deaths-0.2660751.0000000.2624910.0266400.0900750.0056760.339952
Alcohol Everyday Top (%)0.0202660.2624911.0000000.806580-0.598354-0.594104-0.107653
Alcohol Everyday Bottom (%)0.0450740.0266400.8065801.000000-0.547251-0.772350-0.225697
Alcohol Month Top (%)-0.1570650.090075-0.598354-0.5472511.0000000.6328080.539901
Alcohol Month Bottom (%)0.1007740.005676-0.594104-0.7723500.6328081.0000000.202695
Binge-Drink Monthly(%)-0.2742760.339952-0.107653-0.2256970.5399010.2026951.000000
\n", + "
" + ], + "text/plain": [ + " Quintile Share Alcohol Deaths \\\n", + "Quintile Share 1.000000 -0.266075 \n", + "Alcohol Deaths -0.266075 1.000000 \n", + "Alcohol Everyday Top (%) 0.020266 0.262491 \n", + "Alcohol Everyday Bottom (%) 0.045074 0.026640 \n", + "Alcohol Month Top (%) -0.157065 0.090075 \n", + "Alcohol Month Bottom (%) 0.100774 0.005676 \n", + "Binge-Drink Monthly(%) -0.274276 0.339952 \n", + "\n", + " Alcohol Everyday Top (%) \\\n", + "Quintile Share 0.020266 \n", + "Alcohol Deaths 0.262491 \n", + "Alcohol Everyday Top (%) 1.000000 \n", + "Alcohol Everyday Bottom (%) 0.806580 \n", + "Alcohol Month Top (%) -0.598354 \n", + "Alcohol Month Bottom (%) -0.594104 \n", + "Binge-Drink Monthly(%) -0.107653 \n", + "\n", + " Alcohol Everyday Bottom (%) \\\n", + "Quintile Share 0.045074 \n", + "Alcohol Deaths 0.026640 \n", + "Alcohol Everyday Top (%) 0.806580 \n", + "Alcohol Everyday Bottom (%) 1.000000 \n", + "Alcohol Month Top (%) -0.547251 \n", + "Alcohol Month Bottom (%) -0.772350 \n", + "Binge-Drink Monthly(%) -0.225697 \n", + "\n", + " Alcohol Month Top (%) Alcohol Month Bottom (%) \\\n", + "Quintile Share -0.157065 0.100774 \n", + "Alcohol Deaths 0.090075 0.005676 \n", + "Alcohol Everyday Top (%) -0.598354 -0.594104 \n", + "Alcohol Everyday Bottom (%) -0.547251 -0.772350 \n", + "Alcohol Month Top (%) 1.000000 0.632808 \n", + "Alcohol Month Bottom (%) 0.632808 1.000000 \n", + "Binge-Drink Monthly(%) 0.539901 0.202695 \n", + "\n", + " Binge-Drink Monthly(%) \n", + "Quintile Share -0.274276 \n", + "Alcohol Deaths 0.339952 \n", + "Alcohol Everyday Top (%) -0.107653 \n", + "Alcohol Everyday Bottom (%) -0.225697 \n", + "Alcohol Month Top (%) 0.539901 \n", + "Alcohol Month Bottom (%) 0.202695 \n", + "Binge-Drink Monthly(%) 1.000000 " + ] + }, + "execution_count": 66, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "alcohol_country3.corr()" + ] + }, + { + "cell_type": "code", + "execution_count": 67, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(27, 8)" + ] + }, + "execution_count": 67, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "alcohol_country3.dropna().shape" + ] + }, + { + "cell_type": "code", + "execution_count": 68, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "6.7 6.966666666666668 5.6499999999999995 6.233333333333334\n" + ] + }, + { + "data": { + "image/png": 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\n", 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" + ], + "text/plain": [ + " Country geometry\n", + "21 Norway POLYGON ((31.10104220259763 69.55810108805622,..." + ] + }, + "execution_count": 70, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "eu_map = europe.drop(columns=[\"continent\",\"pop_est\",\"iso_a3\",\"gdp_md_est\"])\n", + "eu_map.head(1)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 71, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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CountrygeometryQuintile ShareAlcohol DeathsAlcohol Everyday (%)Alcohol Everyday Top (%)Alcohol Everyday Bottom (%)Alcohol Month Top (%)Alcohol Month Bottom (%)Binge-Drink Monthly(%)
0NorwayPOLYGON ((31.10104220259763 69.55810108805622,...3.43.312.11.52.848.145.541.7
1FrancePOLYGON ((6.186320428094177 49.46380280211451,...4.34.06NaNNaNNaNNaNNaN31.2
2SwedenPOLYGON ((11.02736860519687 58.85614940045936,...4.22.382.71.24.225.924.716.2
3BelarusPOLYGON ((28.17670942557794 56.16912995057879,...NaNNaNNaNNaNNaNNaNNaNNaN
4UkrainePOLYGON ((31.78599244755525 52.1016775699397, ...NaNNaNNaNNaNNaNNaNNaNNaN
5PolandPOLYGON ((23.48412763844985 53.91249766704114,...4.93.551.81.62.327.334.214.6
6AustriaPOLYGON ((16.97966678230404 48.12349701597631,...4.15.396.24.37.631.830.316.3
7HungaryPOLYGON ((22.08560835133486 48.42226430927179,...4.33.727.38.24.314.930.16.2
8MoldovaPOLYGON ((26.6193367855978 48.22072622333347, ...NaNNaNNaNNaNNaNNaNNaNNaN
9RomaniaPOLYGON ((28.23355350109904 45.48828318946829,...7.21.443.86.12.324.532.524.3
10LithuaniaPOLYGON ((26.49433149588376 55.61510691997763,...6.10.910.60.70.634.948.217.4
11LatviaPOLYGON ((27.28818484875151 57.47452830670383,...6.56.791.42.20.926.641.218.3
12EstoniaPOLYGON ((27.98112685700099 59.47537333432527,...6.54.512.02.52.526.037.018.1
13GermanyPOLYGON ((14.11968631354256 53.75702912049104,...5.15.839.38.011.825.221.023.7
14BulgariaPOLYGON ((22.65714969248299 44.23492300066128,...6.80.348.98.79.520.431.115.0
15Greece(POLYGON ((26.2900028826017 35.29999034274793,...6.50.126.96.78.224.028.88.9
16AlbaniaPOLYGON ((21.0200403174764 40.84272695572588, ...NaNNaNNaNNaNNaNNaNNaNNaN
17CroatiaPOLYGON ((16.56480838386486 46.50375092221983,...5.15.299.16.711.017.522.99.1
18SwitzerlandPOLYGON ((9.59422610844635 47.52505809182027, ...4.42.78NaNNaNNaNNaNNaN35.6
19LuxembourgPOLYGON ((6.043073357781111 50.12805166279423,...4.44.899.68.513.023.618.323.3
20BelgiumPOLYGON ((6.15665815595878 50.80372101501058, ...3.83.5214.210.616.416.122.219.0
21NetherlandsPOLYGON ((6.905139601274129 53.48216217713065,...3.82.60NaNNaNNaNNaNNaN27.4
22PortugalPOLYGON ((-9.034817674180246 41.88057058365968...6.20.8324.223.122.512.217.67.7
23SpainPOLYGON ((-7.453725551778092 37.09778758396607...6.80.5915.311.218.418.519.56.7
24IrelandPOLYGON ((-6.197884894220991 53.86756500916336...4.90.322.02.11.927.126.118.9
25Italy(POLYGON ((10.44270145024663 46.89354625099743...5.80.3214.110.516.119.420.95.6
26Denmark(POLYGON ((9.921906365609118 54.98310415304803...4.111.4911.312.910.528.626.527.9
27United Kingdom(POLYGON ((-6.197884894220991 53.8675650091633...5.11.307.55.89.916.414.712.4
28IcelandPOLYGON ((-14.50869544112923 66.45589223903143...3.10.350.60.80.232.543.123.6
29SloveniaPOLYGON ((13.80647545742153 46.50930613869122,...3.79.677.79.65.820.931.015.7
30FinlandPOLYGON ((28.59192955904319 69.06477692328666,...3.64.152.72.63.528.827.622.9
31SlovakiaPOLYGON ((22.55813764821175 49.08573802346714,...3.92.973.13.43.127.635.311.4
32CzechiaPOLYGON ((15.01699588385867 51.10667409932158,...3.51.159.56.911.227.825.812.8
33Bosnia and Herz.POLYGON ((18.55999999999995 42.64999999999998,...NaNNaNNaNNaNNaNNaNNaNNaN
34MacedoniaPOLYGON ((22.38052575042459 42.32025950781509,...NaNNaNNaNNaNNaNNaNNaNNaN
35SerbiaPOLYGON ((18.82982479287395 45.90887235802528,...9.43.79NaNNaNNaNNaNNaN29.0
36MontenegroPOLYGON ((20.07070000000004 42.58863000000008,...NaNNaNNaNNaNNaNNaNNaNNaN
37KosovoPOLYGON ((20.59024654668023 41.85540891928363,...NaNNaNNaNNaNNaNNaNNaNNaN
\n", + "
" + ], + "text/plain": [ + " Country geometry \\\n", + "0 Norway POLYGON ((31.10104220259763 69.55810108805622,... \n", + "1 France POLYGON ((6.186320428094177 49.46380280211451,... \n", + "2 Sweden POLYGON ((11.02736860519687 58.85614940045936,... \n", + "3 Belarus POLYGON ((28.17670942557794 56.16912995057879,... \n", + "4 Ukraine POLYGON ((31.78599244755525 52.1016775699397, ... \n", + "5 Poland POLYGON ((23.48412763844985 53.91249766704114,... \n", + "6 Austria POLYGON ((16.97966678230404 48.12349701597631,... \n", + "7 Hungary POLYGON ((22.08560835133486 48.42226430927179,... \n", + "8 Moldova POLYGON ((26.6193367855978 48.22072622333347, ... \n", + "9 Romania POLYGON ((28.23355350109904 45.48828318946829,... \n", + "10 Lithuania POLYGON ((26.49433149588376 55.61510691997763,... \n", + "11 Latvia POLYGON ((27.28818484875151 57.47452830670383,... \n", + "12 Estonia POLYGON ((27.98112685700099 59.47537333432527,... \n", + "13 Germany POLYGON ((14.11968631354256 53.75702912049104,... \n", + "14 Bulgaria POLYGON ((22.65714969248299 44.23492300066128,... \n", + "15 Greece (POLYGON ((26.2900028826017 35.29999034274793,... \n", + "16 Albania POLYGON ((21.0200403174764 40.84272695572588, ... \n", + "17 Croatia POLYGON ((16.56480838386486 46.50375092221983,... \n", + "18 Switzerland POLYGON ((9.59422610844635 47.52505809182027, ... \n", + "19 Luxembourg POLYGON ((6.043073357781111 50.12805166279423,... \n", + "20 Belgium POLYGON ((6.15665815595878 50.80372101501058, ... \n", + "21 Netherlands POLYGON ((6.905139601274129 53.48216217713065,... \n", + "22 Portugal POLYGON ((-9.034817674180246 41.88057058365968... \n", + "23 Spain POLYGON ((-7.453725551778092 37.09778758396607... \n", + "24 Ireland POLYGON ((-6.197884894220991 53.86756500916336... \n", + "25 Italy (POLYGON ((10.44270145024663 46.89354625099743... \n", + "26 Denmark (POLYGON ((9.921906365609118 54.98310415304803... \n", + "27 United Kingdom (POLYGON ((-6.197884894220991 53.8675650091633... \n", + "28 Iceland POLYGON ((-14.50869544112923 66.45589223903143... \n", + "29 Slovenia POLYGON ((13.80647545742153 46.50930613869122,... \n", + "30 Finland POLYGON ((28.59192955904319 69.06477692328666,... \n", + "31 Slovakia POLYGON ((22.55813764821175 49.08573802346714,... \n", + "32 Czechia POLYGON ((15.01699588385867 51.10667409932158,... \n", + "33 Bosnia and Herz. POLYGON ((18.55999999999995 42.64999999999998,... \n", + "34 Macedonia POLYGON ((22.38052575042459 42.32025950781509,... \n", + "35 Serbia POLYGON ((18.82982479287395 45.90887235802528,... \n", + "36 Montenegro POLYGON ((20.07070000000004 42.58863000000008,... \n", + "37 Kosovo POLYGON ((20.59024654668023 41.85540891928363,... \n", + "\n", + " Quintile Share Alcohol Deaths Alcohol Everyday (%) \\\n", + "0 3.4 3.31 2.1 \n", + "1 4.3 4.06 NaN \n", + "2 4.2 2.38 2.7 \n", + "3 NaN NaN NaN \n", + "4 NaN NaN NaN \n", + "5 4.9 3.55 1.8 \n", + "6 4.1 5.39 6.2 \n", + "7 4.3 3.72 7.3 \n", + "8 NaN NaN NaN \n", + "9 7.2 1.44 3.8 \n", + "10 6.1 0.91 0.6 \n", + "11 6.5 6.79 1.4 \n", + "12 6.5 4.51 2.0 \n", + "13 5.1 5.83 9.3 \n", + "14 6.8 0.34 8.9 \n", + "15 6.5 0.12 6.9 \n", + "16 NaN NaN NaN \n", + "17 5.1 5.29 9.1 \n", + "18 4.4 2.78 NaN \n", + "19 4.4 4.89 9.6 \n", + "20 3.8 3.52 14.2 \n", + "21 3.8 2.60 NaN \n", + "22 6.2 0.83 24.2 \n", + "23 6.8 0.59 15.3 \n", + "24 4.9 0.32 2.0 \n", + "25 5.8 0.32 14.1 \n", + "26 4.1 11.49 11.3 \n", + "27 5.1 1.30 7.5 \n", + "28 3.1 0.35 0.6 \n", + "29 3.7 9.67 7.7 \n", + "30 3.6 4.15 2.7 \n", + "31 3.9 2.97 3.1 \n", + "32 3.5 1.15 9.5 \n", + "33 NaN NaN NaN \n", + "34 NaN NaN NaN \n", + "35 9.4 3.79 NaN \n", + "36 NaN NaN NaN \n", + "37 NaN NaN NaN \n", + "\n", + " Alcohol Everyday Top (%) Alcohol Everyday Bottom (%) \\\n", + "0 1.5 2.8 \n", + "1 NaN NaN \n", + "2 1.2 4.2 \n", + "3 NaN NaN \n", + "4 NaN NaN \n", + "5 1.6 2.3 \n", + "6 4.3 7.6 \n", + "7 8.2 4.3 \n", + "8 NaN NaN \n", + "9 6.1 2.3 \n", + "10 0.7 0.6 \n", + "11 2.2 0.9 \n", + "12 2.5 2.5 \n", + "13 8.0 11.8 \n", + "14 8.7 9.5 \n", + "15 6.7 8.2 \n", + "16 NaN NaN \n", + "17 6.7 11.0 \n", + "18 NaN NaN \n", + "19 8.5 13.0 \n", + "20 10.6 16.4 \n", + "21 NaN NaN \n", + "22 23.1 22.5 \n", + "23 11.2 18.4 \n", + "24 2.1 1.9 \n", + "25 10.5 16.1 \n", + "26 12.9 10.5 \n", + "27 5.8 9.9 \n", + "28 0.8 0.2 \n", + "29 9.6 5.8 \n", + "30 2.6 3.5 \n", + "31 3.4 3.1 \n", + "32 6.9 11.2 \n", + "33 NaN NaN \n", + "34 NaN NaN \n", + "35 NaN NaN \n", + "36 NaN NaN \n", + "37 NaN NaN \n", + "\n", + " Alcohol Month Top (%) Alcohol Month Bottom (%) Binge-Drink Monthly(%) \n", + "0 48.1 45.5 41.7 \n", + "1 NaN NaN 31.2 \n", + "2 25.9 24.7 16.2 \n", + "3 NaN NaN NaN \n", + "4 NaN NaN NaN \n", + "5 27.3 34.2 14.6 \n", + "6 31.8 30.3 16.3 \n", + "7 14.9 30.1 6.2 \n", + "8 NaN NaN NaN \n", + "9 24.5 32.5 24.3 \n", + "10 34.9 48.2 17.4 \n", + "11 26.6 41.2 18.3 \n", + "12 26.0 37.0 18.1 \n", + "13 25.2 21.0 23.7 \n", + "14 20.4 31.1 15.0 \n", + "15 24.0 28.8 8.9 \n", + "16 NaN NaN NaN \n", + "17 17.5 22.9 9.1 \n", + "18 NaN NaN 35.6 \n", + "19 23.6 18.3 23.3 \n", + "20 16.1 22.2 19.0 \n", + "21 NaN NaN 27.4 \n", + "22 12.2 17.6 7.7 \n", + "23 18.5 19.5 6.7 \n", + "24 27.1 26.1 18.9 \n", + "25 19.4 20.9 5.6 \n", + "26 28.6 26.5 27.9 \n", + "27 16.4 14.7 12.4 \n", + "28 32.5 43.1 23.6 \n", + "29 20.9 31.0 15.7 \n", + "30 28.8 27.6 22.9 \n", + "31 27.6 35.3 11.4 \n", + "32 27.8 25.8 12.8 \n", + "33 NaN NaN NaN \n", + "34 NaN NaN NaN \n", + "35 NaN NaN 29.0 \n", + "36 NaN NaN NaN \n", + "37 NaN NaN NaN " + ] + }, + "execution_count": 71, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "#alcohol_country3 = alcohol_country3.rename(columns={\"GEO\": \"Country\"})\n", + "alcohol_country2 = alcohol_country2.rename(columns={\"GEO\": \"Country\"})\n", + "eu_map_stats = eu_map.merge(alcohol_country2, on = \"Country\", how = \"left\" )\n", + "eu_map_stats.head(40)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 72, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "C:\\ProgramData\\Anaconda3\\lib\\site-packages\\matplotlib\\colors.py:479: RuntimeWarning: invalid value encountered in less\n", + " xa[xa < 0] = -1\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots(1, 1, figsize=(15,7))\n", + "\n", + "divider = make_axes_locatable(ax)\n", + "cax = divider.append_axes(\"right\", size=\"5%\", pad=0.1)\n", + "\n", + "\n", + "map_map = eu_map_stats.plot(column= \"Quintile Share\" , ax=ax, legend=True, cax=cax)\n", + "ax.set_yticklabels([])\n", + "ax.set_xticklabels([])\n", + "eu_map_stats[eu_map_stats[\"Quintile Share\"].isna()].plot(color='lightgrey', hatch='///', ax=ax)\n", + "plt.title(\"Income Quintile Share Ratio\", fontsize = 20, loc=\"right\")\n", + "plt.plot() \n", + "fig = map_map.get_figure()\n", + "fig.savefig(\"Quintile Share.png\",bbox_inches='tight')" + ] + }, + { + "cell_type": "code", + "execution_count": 73, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots(1, 1, figsize=(15,7))\n", + "\n", + "divider = make_axes_locatable(ax)\n", + "cax = divider.append_axes(\"right\", size=\"5%\", pad=0.1)\n", + "\n", + "\n", + "map_map = eu_map_stats.plot(column= \"Binge-Drink Monthly(%)\" , ax=ax, legend=True, cax=cax)\n", + "ax.set_yticklabels([])\n", + "ax.set_xticklabels([])\n", + "eu_map_stats[eu_map_stats[\"Binge-Drink Monthly(%)\"].isna()].plot(color='lightgrey', hatch='///', ax=ax)\n", + "plt.title(\"Binge-Drink Monthly(%)\", fontsize = 20, loc=\"right\")\n", + "plt.plot() \n", + "fig = map_map.get_figure()\n", + "fig.savefig(\"Binge-Drink Monthly.png\",bbox_inches='tight')" + ] + }, + { + "cell_type": "code", + "execution_count": 74, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots(1, 1, figsize=(15,7))\n", + "\n", + "divider = make_axes_locatable(ax)\n", + "cax = divider.append_axes(\"right\", size=\"5%\", pad=0.1)\n", + "\n", + "\n", + "map_map = eu_map_stats.plot(column= \"Alcohol Everyday Top (%)\" , ax=ax, legend=True, cax=cax)\n", + "ax.set_yticklabels([])\n", + "ax.set_xticklabels([])\n", + "eu_map_stats[eu_map_stats[\"Alcohol Everyday Top (%)\"].isna()].plot(color='lightgrey', hatch='///', ax=ax)\n", + "plt.title(\"Daily Alcohol Consumption Top Quintile (%)\", fontsize = 20, loc=\"right\")\n", + "plt.plot()\n", + "fig = map_map.get_figure()\n", + "fig.savefig(\"Alcohol Everyday Top (%).png\",bbox_inches='tight')" + ] + }, + { + "cell_type": "code", + "execution_count": 75, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots(1, 1, figsize=(15,7))\n", + "\n", + "divider = make_axes_locatable(ax)\n", + "cax = divider.append_axes(\"right\", size=\"5%\", pad=0.1)\n", + "\n", + "\n", + "map_map = eu_map_stats.plot(column= \"Alcohol Everyday Bottom (%)\" , ax=ax, legend=True, cax=cax)#, cmap=\"coolwarm\")\n", + "ax.set_yticklabels([])\n", + "ax.set_xticklabels([])\n", + "eu_map_stats[eu_map_stats[\"Alcohol Everyday Bottom (%)\"].isna()].plot(color='lightgrey', hatch='///', ax=ax)\n", + "plt.title(\"Daily Alcohol Consumption Bottom Quintile (%)\", fontsize = 20, loc=\"right\")\n", + "plt.plot()\n", + "fig = map_map.get_figure()\n", + "fig.savefig(\"Alcohol Everyday Bottom.png\",bbox_inches='tight')" + ] + }, + { + "cell_type": "code", + "execution_count": 76, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots(1, 1, figsize=(15,7))\n", + "\n", + "divider = make_axes_locatable(ax)\n", + "cax = divider.append_axes(\"right\", size=\"5%\", pad=0.1)\n", + "\n", + "\n", + "map_map = eu_map_stats.plot(column= \"Alcohol Deaths\" , ax=ax, legend=True, cax=cax )\n", + "ax.set_yticklabels([])\n", + "ax.set_xticklabels([])\n", + "eu_map_stats[eu_map_stats[\"Alcohol Deaths\"].isna()].plot(color='lightgrey', hatch='///', ax=ax)\n", + "plt.title(\"Alcohol Related Deaths (Normalized %)\", fontsize = 20, loc=\"right\")\n", + "plt.plot()\n", + "fig = map_map.get_figure()\n", + "fig.savefig(\"Alcohol Deaths.png\",bbox_inches='tight')" + ] + }, + { + "cell_type": "code", + "execution_count": 77, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n" + ] + }, + { + "data": { + "image/png": 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Quintile Share Alcohol Deaths Alcohol Everyday Top (%) Alcohol Everyday Bottom (%) Alcohol Month Top (%) Alcohol Month Bottom (%) Binge-Drink Monthly(%)
Quintile Share1-0.270.020.045-0.160.1-0.27
Alcohol Deaths-0.2710.260.0270.090.00570.34
Alcohol Everyday Top (%)0.020.2610.81-0.6-0.59-0.11
Alcohol Everyday Bottom (%)0.0450.0270.811-0.55-0.77-0.23
Alcohol Month Top (%)-0.160.09-0.6-0.5510.630.54
Alcohol Month Bottom (%)0.10.0057-0.59-0.770.6310.2
Binge-Drink Monthly(%)-0.270.34-0.11-0.230.540.21
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CountryQuintile ShareAlcohol DeathsAlcohol Everyday (%)Alcohol Everyday Top (%)Alcohol Everyday Bottom (%)Alcohol Month Top (%)Alcohol Month Bottom (%)Binge-Drink Monthly(%)
0Serbia9.43.79NaNNaNNaNNaNNaN29.0
1Turkey8.30.050.50.40.73.38.12.9
2North Macedonia7.2NaNNaNNaNNaNNaNNaNNaN
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" + ], + "text/plain": [ + " Country Quintile Share Alcohol Deaths Alcohol Everyday (%) \\\n", + "0 Serbia 9.4 3.79 NaN \n", + "1 Turkey 8.3 0.05 0.5 \n", + "2 North Macedonia 7.2 NaN NaN \n", + "\n", + " Alcohol Everyday Top (%) Alcohol Everyday Bottom (%) \\\n", + "0 NaN NaN \n", + "1 0.4 0.7 \n", + "2 NaN NaN \n", + "\n", + " Alcohol Month Top (%) Alcohol Month Bottom (%) Binge-Drink Monthly(%) \n", + "0 NaN NaN 29.0 \n", + "1 3.3 8.1 2.9 \n", + "2 NaN NaN NaN " + ] + }, + "execution_count": 80, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "alcohol_country2.head(3)" + ] + }, + { + "cell_type": "code", + "execution_count": 81, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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CountryQuintile Share
0Serbia9.4
1Turkey8.3
2North Macedonia7.2
3Romania7.2
4Bulgaria6.8
5Slovenia3.7
6Finland3.6
7Czechia3.5
8Norway3.4
9Iceland3.1
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" + ], + "text/plain": [ + " Country Quintile Share\n", + "0 Serbia 9.4\n", + "1 Turkey 8.3\n", + "2 North Macedonia 7.2\n", + "3 Romania 7.2\n", + "4 Bulgaria 6.8\n", + "5 Slovenia 3.7\n", + "6 Finland 3.6\n", + "7 Czechia 3.5\n", + "8 Norway 3.4\n", + "9 Iceland 3.1" + ] + }, + "execution_count": 81, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "alcohol_country4 = alcohol_country2.iloc[np.r_[0:5, -5:0]]\n", + "alcohol_country4 = alcohol_country4[[\"Country\",'Quintile Share']].copy()\n", + "alcohol_country4.reset_index(drop=True)" + ] + }, + { + "cell_type": "code", + "execution_count": 82, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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CountryAlcohol Deaths
0Denmark11.49
1Slovenia9.67
2Latvia6.79
3Germany5.83
4Austria5.39
5Bulgaria0.34
6Italy0.32
7Ireland0.32
8Greece0.12
9Turkey0.05
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" + ], + "text/plain": [ + " Country Alcohol Deaths\n", + "0 Denmark 11.49\n", + "1 Slovenia 9.67\n", + "2 Latvia 6.79\n", + "3 Germany 5.83\n", + "4 Austria 5.39\n", + "5 Bulgaria 0.34\n", + "6 Italy 0.32\n", + "7 Ireland 0.32\n", + "8 Greece 0.12\n", + "9 Turkey 0.05" + ] + }, + "execution_count": 82, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "alcohol_country2 = alcohol_country2.sort_values(by=\"Alcohol Deaths\", ascending=False)\n", + "alcohol_country41 = alcohol_country2[[\"Country\",'Alcohol Deaths']].dropna().copy()\n", + "alcohol_country41 = alcohol_country41.iloc[np.r_[0:5, -5:0]]\n", + "alcohol_country41.reset_index(drop=True)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.3" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/your-project/Daily_green_1quintile.csv b/your-project/Daily_green_1quintile.csv new file mode 100644 index 0000000..d3b1ac3 --- /dev/null +++ b/your-project/Daily_green_1quintile.csv @@ -0,0 +1,97 @@ +"N_PORTION","GEO","UNIT","TIME","QUANTILE","SEX","AGE","Value","Flag and Footnotes" +"0 portions","European Union - 28 countries","Percentage","2014","First quintile","Total","Total","40.9","" +"From 1 to 4 portions","European Union - 28 countries","Percentage","2014","First quintile","Total","Total","47.5","" +"5 portions or more","European Union - 28 countries","Percentage","2014","First quintile","Total","Total","11.6","" +"0 portions","Belgium","Percentage","2014","First quintile","Total","Total","18.5","" +"From 1 to 4 portions","Belgium","Percentage","2014","First quintile","Total","Total","71.6","" +"5 portions or more","Belgium","Percentage","2014","First quintile","Total","Total","9.9","" +"0 portions","Bulgaria","Percentage","2014","First quintile","Total","Total","72.2","" +"From 1 to 4 portions","Bulgaria","Percentage","2014","First quintile","Total","Total","24.0","" +"5 portions or more","Bulgaria","Percentage","2014","First quintile","Total","Total","3.8","" +"0 portions","Czechia","Percentage","2014","First quintile","Total","Total","54.2","" +"From 1 to 4 portions","Czechia","Percentage","2014","First quintile","Total","Total","39.0","" +"5 portions or more","Czechia","Percentage","2014","First quintile","Total","Total","6.8","" +"0 portions","Denmark","Percentage","2014","First quintile","Total","Total","43.6","" +"From 1 to 4 portions","Denmark","Percentage","2014","First quintile","Total","Total","34.0","" +"5 portions or more","Denmark","Percentage","2014","First quintile","Total","Total","22.5","" +"0 portions","Germany (until 1990 former territory of the FRG)","Percentage","2014","First quintile","Total","Total","47.0","" +"From 1 to 4 portions","Germany (until 1990 former territory of the FRG)","Percentage","2014","First quintile","Total","Total","42.8","" +"5 portions or more","Germany (until 1990 former territory of the FRG)","Percentage","2014","First quintile","Total","Total","10.2","" +"0 portions","Estonia","Percentage","2014","First quintile","Total","Total","44.0","" +"From 1 to 4 portions","Estonia","Percentage","2014","First quintile","Total","Total","41.7","" +"5 portions or more","Estonia","Percentage","2014","First quintile","Total","Total","14.3","" +"0 portions","Ireland","Percentage","2014","First quintile","Total","Total","34.4","" +"From 1 to 4 portions","Ireland","Percentage","2014","First quintile","Total","Total","38.5","" +"5 portions or more","Ireland","Percentage","2014","First quintile","Total","Total","27.1","" +"0 portions","Greece","Percentage","2014","First quintile","Total","Total","33.8","" +"From 1 to 4 portions","Greece","Percentage","2014","First quintile","Total","Total","58.2","" +"5 portions or more","Greece","Percentage","2014","First quintile","Total","Total","7.9","" +"0 portions","Spain","Percentage","2014","First quintile","Total","Total","32.5","" +"From 1 to 4 portions","Spain","Percentage","2014","First quintile","Total","Total","59.3","" +"5 portions or more","Spain","Percentage","2014","First quintile","Total","Total","8.2","" +"0 portions","France","Percentage","2014","First quintile","Total","Total","42.9","" +"From 1 to 4 portions","France","Percentage","2014","First quintile","Total","Total","45.2","" +"5 portions or more","France","Percentage","2014","First quintile","Total","Total","11.8","" +"0 portions","Croatia","Percentage","2014","First quintile","Total","Total","32.8","" +"From 1 to 4 portions","Croatia","Percentage","2014","First quintile","Total","Total","60.2","" +"5 portions or more","Croatia","Percentage","2014","First quintile","Total","Total","7.0","" +"0 portions","Italy","Percentage","2014","First quintile","Total","Total","30.5","" +"From 1 to 4 portions","Italy","Percentage","2014","First quintile","Total","Total","61.1","" +"5 portions or more","Italy","Percentage","2014","First quintile","Total","Total","8.4","" +"0 portions","Cyprus","Percentage","2014","First quintile","Total","Total","41.4","" +"From 1 to 4 portions","Cyprus","Percentage","2014","First quintile","Total","Total","48.5","" +"5 portions or more","Cyprus","Percentage","2014","First quintile","Total","Total","10.1","" +"0 portions","Latvia","Percentage","2014","First quintile","Total","Total","54.8","" +"From 1 to 4 portions","Latvia","Percentage","2014","First quintile","Total","Total","36.3","" +"5 portions or more","Latvia","Percentage","2014","First quintile","Total","Total","9.0","" +"0 portions","Lithuania","Percentage","2014","First quintile","Total","Total","42.8","" +"From 1 to 4 portions","Lithuania","Percentage","2014","First quintile","Total","Total","43.9","" +"5 portions or more","Lithuania","Percentage","2014","First quintile","Total","Total","13.3","" +"0 portions","Luxembourg","Percentage","2014","First quintile","Total","Total","36.9","" +"From 1 to 4 portions","Luxembourg","Percentage","2014","First quintile","Total","Total","48.5","" +"5 portions or more","Luxembourg","Percentage","2014","First quintile","Total","Total","14.6","" +"0 portions","Hungary","Percentage","2014","First quintile","Total","Total","42.7","" +"From 1 to 4 portions","Hungary","Percentage","2014","First quintile","Total","Total","49.7","" +"5 portions or more","Hungary","Percentage","2014","First quintile","Total","Total","7.7","" +"0 portions","Malta","Percentage","2014","First quintile","Total","Total","33.6","" +"From 1 to 4 portions","Malta","Percentage","2014","First quintile","Total","Total","49.4","" +"5 portions or more","Malta","Percentage","2014","First quintile","Total","Total","17.0","" +"0 portions","Netherlands","Percentage","2014","First quintile","Total","Total","46.6","" +"From 1 to 4 portions","Netherlands","Percentage","2014","First quintile","Total","Total","28.6","" +"5 portions or more","Netherlands","Percentage","2014","First quintile","Total","Total","24.8","" +"0 portions","Austria","Percentage","2014","First quintile","Total","Total","32.3","" +"From 1 to 4 portions","Austria","Percentage","2014","First quintile","Total","Total","60.1","" +"5 portions or more","Austria","Percentage","2014","First quintile","Total","Total","7.6","" +"0 portions","Poland","Percentage","2014","First quintile","Total","Total","41.9","" +"From 1 to 4 portions","Poland","Percentage","2014","First quintile","Total","Total","49.9","" +"5 portions or more","Poland","Percentage","2014","First quintile","Total","Total","8.2","" +"0 portions","Portugal","Percentage","2014","First quintile","Total","Total","27.7","" +"From 1 to 4 portions","Portugal","Percentage","2014","First quintile","Total","Total","58.5","" +"5 portions or more","Portugal","Percentage","2014","First quintile","Total","Total","13.7","" +"0 portions","Romania","Percentage","2014","First quintile","Total","Total","77.9","" +"From 1 to 4 portions","Romania","Percentage","2014","First quintile","Total","Total","19.4","" +"5 portions or more","Romania","Percentage","2014","First quintile","Total","Total","2.7","" +"0 portions","Slovenia","Percentage","2014","First quintile","Total","Total","25.5","" +"From 1 to 4 portions","Slovenia","Percentage","2014","First quintile","Total","Total","65.9","" +"5 portions or more","Slovenia","Percentage","2014","First quintile","Total","Total","8.7","" +"0 portions","Slovakia","Percentage","2014","First quintile","Total","Total","51.9","" +"From 1 to 4 portions","Slovakia","Percentage","2014","First quintile","Total","Total","39.1","" +"5 portions or more","Slovakia","Percentage","2014","First quintile","Total","Total","9.0","" +"0 portions","Finland","Percentage","2014","First quintile","Total","Total","48.8","" +"From 1 to 4 portions","Finland","Percentage","2014","First quintile","Total","Total","39.8","" +"5 portions or more","Finland","Percentage","2014","First quintile","Total","Total","11.4","" +"0 portions","Sweden","Percentage","2014","First quintile","Total","Total","40.2","" +"From 1 to 4 portions","Sweden","Percentage","2014","First quintile","Total","Total","49.4","" +"5 portions or more","Sweden","Percentage","2014","First quintile","Total","Total","10.4","" +"0 portions","United Kingdom","Percentage","2014","First quintile","Total","Total","29.4","" +"From 1 to 4 portions","United Kingdom","Percentage","2014","First quintile","Total","Total","46.0","" +"5 portions or more","United Kingdom","Percentage","2014","First quintile","Total","Total","24.6","" +"0 portions","Iceland","Percentage","2014","First quintile","Total","Total","40.1","" +"From 1 to 4 portions","Iceland","Percentage","2014","First quintile","Total","Total","51.4","" +"5 portions or more","Iceland","Percentage","2014","First quintile","Total","Total","8.5","" +"0 portions","Norway","Percentage","2014","First quintile","Total","Total","37.9","" +"From 1 to 4 portions","Norway","Percentage","2014","First quintile","Total","Total","56.8","" +"5 portions or more","Norway","Percentage","2014","First quintile","Total","Total","5.4","" +"0 portions","Turkey","Percentage","2014","First quintile","Total","Total","42.1","" +"From 1 to 4 portions","Turkey","Percentage","2014","First quintile","Total","Total","55.4","" +"5 portions or more","Turkey","Percentage","2014","First quintile","Total","Total","2.5","" diff --git a/your-project/Daily_green_5quintile.csv b/your-project/Daily_green_5quintile.csv new file mode 100644 index 0000000..203054b --- /dev/null +++ b/your-project/Daily_green_5quintile.csv @@ -0,0 +1,97 @@ +"N_PORTION","GEO","UNIT","TIME","QUANTILE","SEX","AGE","Value","Flag and Footnotes" +"0 portions","European Union - 28 countries","Percentage","2014","Fifth quintile","Total","Total","29.8","" +"From 1 to 4 portions","European Union - 28 countries","Percentage","2014","Fifth quintile","Total","Total","52.9","" +"5 portions or more","European Union - 28 countries","Percentage","2014","Fifth quintile","Total","Total","17.3","" +"0 portions","Belgium","Percentage","2014","Fifth quintile","Total","Total","17.2","" +"From 1 to 4 portions","Belgium","Percentage","2014","Fifth quintile","Total","Total","69.5","" +"5 portions or more","Belgium","Percentage","2014","Fifth quintile","Total","Total","13.3","" +"0 portions","Bulgaria","Percentage","2014","Fifth quintile","Total","Total","50.6","" +"From 1 to 4 portions","Bulgaria","Percentage","2014","Fifth quintile","Total","Total","45.2","" +"5 portions or more","Bulgaria","Percentage","2014","Fifth quintile","Total","Total","4.2","" +"0 portions","Czechia","Percentage","2014","Fifth quintile","Total","Total","41.4","" +"From 1 to 4 portions","Czechia","Percentage","2014","Fifth quintile","Total","Total","47.9","" +"5 portions or more","Czechia","Percentage","2014","Fifth quintile","Total","Total","10.7","" +"0 portions","Denmark","Percentage","2014","Fifth quintile","Total","Total","30.3","" +"From 1 to 4 portions","Denmark","Percentage","2014","Fifth quintile","Total","Total","37.2","" +"5 portions or more","Denmark","Percentage","2014","Fifth quintile","Total","Total","32.6","" +"0 portions","Germany (until 1990 former territory of the FRG)","Percentage","2014","Fifth quintile","Total","Total","43.0","" +"From 1 to 4 portions","Germany (until 1990 former territory of the FRG)","Percentage","2014","Fifth quintile","Total","Total","46.8","" +"5 portions or more","Germany (until 1990 former territory of the FRG)","Percentage","2014","Fifth quintile","Total","Total","10.2","" +"0 portions","Estonia","Percentage","2014","Fifth quintile","Total","Total","30.7","" +"From 1 to 4 portions","Estonia","Percentage","2014","Fifth quintile","Total","Total","49.5","" +"5 portions or more","Estonia","Percentage","2014","Fifth quintile","Total","Total","19.8","" +"0 portions","Ireland","Percentage","2014","Fifth quintile","Total","Total","33.7","" +"From 1 to 4 portions","Ireland","Percentage","2014","Fifth quintile","Total","Total","35.8","" +"5 portions or more","Ireland","Percentage","2014","Fifth quintile","Total","Total","30.6","" +"0 portions","Greece","Percentage","2014","Fifth quintile","Total","Total","28.1","" +"From 1 to 4 portions","Greece","Percentage","2014","Fifth quintile","Total","Total","62.1","" +"5 portions or more","Greece","Percentage","2014","Fifth quintile","Total","Total","9.8","" +"0 portions","Spain","Percentage","2014","Fifth quintile","Total","Total","21.2","" +"From 1 to 4 portions","Spain","Percentage","2014","Fifth quintile","Total","Total","64.8","" +"5 portions or more","Spain","Percentage","2014","Fifth quintile","Total","Total","14.1","" +"0 portions","France","Percentage","2014","Fifth quintile","Total","Total","28.6","" +"From 1 to 4 portions","France","Percentage","2014","Fifth quintile","Total","Total","53.7","" +"5 portions or more","France","Percentage","2014","Fifth quintile","Total","Total","17.8","" +"0 portions","Croatia","Percentage","2014","Fifth quintile","Total","Total","19.7","" +"From 1 to 4 portions","Croatia","Percentage","2014","Fifth quintile","Total","Total","71.2","" +"5 portions or more","Croatia","Percentage","2014","Fifth quintile","Total","Total","9.1","" +"0 portions","Italy","Percentage","2014","Fifth quintile","Total","Total","18.3","" +"From 1 to 4 portions","Italy","Percentage","2014","Fifth quintile","Total","Total","66.6","" +"5 portions or more","Italy","Percentage","2014","Fifth quintile","Total","Total","15.1","" +"0 portions","Cyprus","Percentage","2014","Fifth quintile","Total","Total","24.8","" +"From 1 to 4 portions","Cyprus","Percentage","2014","Fifth quintile","Total","Total","56.5","" +"5 portions or more","Cyprus","Percentage","2014","Fifth quintile","Total","Total","18.7","" +"0 portions","Latvia","Percentage","2014","Fifth quintile","Total","Total","48.9","" +"From 1 to 4 portions","Latvia","Percentage","2014","Fifth quintile","Total","Total","38.2","" +"5 portions or more","Latvia","Percentage","2014","Fifth quintile","Total","Total","12.9","" +"0 portions","Lithuania","Percentage","2014","Fifth quintile","Total","Total","27.9","" +"From 1 to 4 portions","Lithuania","Percentage","2014","Fifth quintile","Total","Total","56.2","" +"5 portions or more","Lithuania","Percentage","2014","Fifth quintile","Total","Total","15.9","" +"0 portions","Luxembourg","Percentage","2014","Fifth quintile","Total","Total","35.2","" +"From 1 to 4 portions","Luxembourg","Percentage","2014","Fifth quintile","Total","Total","50.2","" +"5 portions or more","Luxembourg","Percentage","2014","Fifth quintile","Total","Total","14.6","" +"0 portions","Hungary","Percentage","2014","Fifth quintile","Total","Total","29.0","" +"From 1 to 4 portions","Hungary","Percentage","2014","Fifth quintile","Total","Total","59.2","" +"5 portions or more","Hungary","Percentage","2014","Fifth quintile","Total","Total","11.8","" +"0 portions","Malta","Percentage","2014","Fifth quintile","Total","Total","35.2","" +"From 1 to 4 portions","Malta","Percentage","2014","Fifth quintile","Total","Total","46.7","" +"5 portions or more","Malta","Percentage","2014","Fifth quintile","Total","Total","18.1","" +"0 portions","Netherlands","Percentage","2014","Fifth quintile","Total","Total","43.0","" +"From 1 to 4 portions","Netherlands","Percentage","2014","Fifth quintile","Total","Total","28.2","" +"5 portions or more","Netherlands","Percentage","2014","Fifth quintile","Total","Total","28.8","" +"0 portions","Austria","Percentage","2014","Fifth quintile","Total","Total","32.1","" +"From 1 to 4 portions","Austria","Percentage","2014","Fifth quintile","Total","Total","60.1","" +"5 portions or more","Austria","Percentage","2014","Fifth quintile","Total","Total","7.8","" +"0 portions","Poland","Percentage","2014","Fifth quintile","Total","Total","23.9","" +"From 1 to 4 portions","Poland","Percentage","2014","Fifth quintile","Total","Total","62.4","" +"5 portions or more","Poland","Percentage","2014","Fifth quintile","Total","Total","13.7","" +"0 portions","Portugal","Percentage","2014","Fifth quintile","Total","Total","15.2","" +"From 1 to 4 portions","Portugal","Percentage","2014","Fifth quintile","Total","Total","59.2","" +"5 portions or more","Portugal","Percentage","2014","Fifth quintile","Total","Total","25.6","" +"0 portions","Romania","Percentage","2014","Fifth quintile","Total","Total","53.5","" +"From 1 to 4 portions","Romania","Percentage","2014","Fifth quintile","Total","Total","42.1","" +"5 portions or more","Romania","Percentage","2014","Fifth quintile","Total","Total","4.4","" +"0 portions","Slovenia","Percentage","2014","Fifth quintile","Total","Total","29.8","" +"From 1 to 4 portions","Slovenia","Percentage","2014","Fifth quintile","Total","Total","63.2","" +"5 portions or more","Slovenia","Percentage","2014","Fifth quintile","Total","Total","7.0","" +"0 portions","Slovakia","Percentage","2014","Fifth quintile","Total","Total","43.9","" +"From 1 to 4 portions","Slovakia","Percentage","2014","Fifth quintile","Total","Total","43.2","" +"5 portions or more","Slovakia","Percentage","2014","Fifth quintile","Total","Total","12.9","" +"0 portions","Finland","Percentage","2014","Fifth quintile","Total","Total","32.5","" +"From 1 to 4 portions","Finland","Percentage","2014","Fifth quintile","Total","Total","51.4","" +"5 portions or more","Finland","Percentage","2014","Fifth quintile","Total","Total","16.1","" +"0 portions","Sweden","Percentage","2014","Fifth quintile","Total","Total","33.0","" +"From 1 to 4 portions","Sweden","Percentage","2014","Fifth quintile","Total","Total","58.4","" +"5 portions or more","Sweden","Percentage","2014","Fifth quintile","Total","Total","8.6","" +"0 portions","United Kingdom","Percentage","2014","Fifth quintile","Total","Total","16.6","" +"From 1 to 4 portions","United Kingdom","Percentage","2014","Fifth quintile","Total","Total","44.7","" +"5 portions or more","United Kingdom","Percentage","2014","Fifth quintile","Total","Total","38.8","" +"0 portions","Iceland","Percentage","2014","Fifth quintile","Total","Total","32.6","" +"From 1 to 4 portions","Iceland","Percentage","2014","Fifth quintile","Total","Total","56.2","" +"5 portions or more","Iceland","Percentage","2014","Fifth quintile","Total","Total","11.2","" +"0 portions","Norway","Percentage","2014","Fifth quintile","Total","Total","28.2","" +"From 1 to 4 portions","Norway","Percentage","2014","Fifth quintile","Total","Total","63.5","" +"5 portions or more","Norway","Percentage","2014","Fifth quintile","Total","Total","8.4","" +"0 portions","Turkey","Percentage","2014","Fifth quintile","Total","Total","26.5","" +"From 1 to 4 portions","Turkey","Percentage","2014","Fifth quintile","Total","Total","69.8","" +"5 portions or more","Turkey","Percentage","2014","Fifth quintile","Total","Total","3.7","" diff --git a/your-project/Daily_green_tquintile.csv b/your-project/Daily_green_tquintile.csv new file mode 100644 index 0000000..d59ee7a --- /dev/null +++ b/your-project/Daily_green_tquintile.csv @@ -0,0 +1,97 @@ +"N_PORTION","GEO","UNIT","TIME","QUANTILE","SEX","AGE","Value","Flag and Footnotes" +"0 portions","European Union - 28 countries","Percentage","2014","Total","Total","Total","34.4","" +"From 1 to 4 portions","European Union - 28 countries","Percentage","2014","Total","Total","Total","51.4","" +"5 portions or more","European Union - 28 countries","Percentage","2014","Total","Total","Total","14.3","" +"0 portions","Belgium","Percentage","2014","Total","Total","Total","16.1","" +"From 1 to 4 portions","Belgium","Percentage","2014","Total","Total","Total","71.3","" +"5 portions or more","Belgium","Percentage","2014","Total","Total","Total","12.6","" +"0 portions","Bulgaria","Percentage","2014","Total","Total","Total","58.6","" +"From 1 to 4 portions","Bulgaria","Percentage","2014","Total","Total","Total","37.0","" +"5 portions or more","Bulgaria","Percentage","2014","Total","Total","Total","4.4","" +"0 portions","Czechia","Percentage","2014","Total","Total","Total","46.3","" +"From 1 to 4 portions","Czechia","Percentage","2014","Total","Total","Total","44.6","" +"5 portions or more","Czechia","Percentage","2014","Total","Total","Total","9.1","" +"0 portions","Denmark","Percentage","2014","Total","Total","Total","37.6","" +"From 1 to 4 portions","Denmark","Percentage","2014","Total","Total","Total","36.5","" +"5 portions or more","Denmark","Percentage","2014","Total","Total","Total","25.9","" +"0 portions","Germany (until 1990 former territory of the FRG)","Percentage","2014","Total","Total","Total","45.2","" +"From 1 to 4 portions","Germany (until 1990 former territory of the FRG)","Percentage","2014","Total","Total","Total","44.9","" +"5 portions or more","Germany (until 1990 former territory of the FRG)","Percentage","2014","Total","Total","Total","9.9","" +"0 portions","Estonia","Percentage","2014","Total","Total","Total","34.9","" +"From 1 to 4 portions","Estonia","Percentage","2014","Total","Total","Total","47.8","" +"5 portions or more","Estonia","Percentage","2014","Total","Total","Total","17.3","" +"0 portions","Ireland","Percentage","2014","Total","Total","Total","33.4","" +"From 1 to 4 portions","Ireland","Percentage","2014","Total","Total","Total","37.8","" +"5 portions or more","Ireland","Percentage","2014","Total","Total","Total","28.8","" +"0 portions","Greece","Percentage","2014","Total","Total","Total","30.1","" +"From 1 to 4 portions","Greece","Percentage","2014","Total","Total","Total","62.1","" +"5 portions or more","Greece","Percentage","2014","Total","Total","Total","7.8","" +"0 portions","Spain","Percentage","2014","Total","Total","Total","25.0","" +"From 1 to 4 portions","Spain","Percentage","2014","Total","Total","Total","62.6","" +"5 portions or more","Spain","Percentage","2014","Total","Total","Total","12.4","" +"0 portions","France","Percentage","2014","Total","Total","Total","34.7","" +"From 1 to 4 portions","France","Percentage","2014","Total","Total","Total","50.4","" +"5 portions or more","France","Percentage","2014","Total","Total","Total","14.9","" +"0 portions","Croatia","Percentage","2014","Total","Total","Total","27.5","" +"From 1 to 4 portions","Croatia","Percentage","2014","Total","Total","Total","65.5","" +"5 portions or more","Croatia","Percentage","2014","Total","Total","Total","7.0","" +"0 portions","Italy","Percentage","2014","Total","Total","Total","23.0","" +"From 1 to 4 portions","Italy","Percentage","2014","Total","Total","Total","65.1","" +"5 portions or more","Italy","Percentage","2014","Total","Total","Total","11.8","" +"0 portions","Cyprus","Percentage","2014","Total","Total","Total","32.6","" +"From 1 to 4 portions","Cyprus","Percentage","2014","Total","Total","Total","51.3","" +"5 portions or more","Cyprus","Percentage","2014","Total","Total","Total","16.1","" +"0 portions","Latvia","Percentage","2014","Total","Total","Total","48.5","" +"From 1 to 4 portions","Latvia","Percentage","2014","Total","Total","Total","40.2","" +"5 portions or more","Latvia","Percentage","2014","Total","Total","Total","11.4","" +"0 portions","Lithuania","Percentage","2014","Total","Total","Total","41.5","" +"From 1 to 4 portions","Lithuania","Percentage","2014","Total","Total","Total","44.5","" +"5 portions or more","Lithuania","Percentage","2014","Total","Total","Total","14.1","" +"0 portions","Luxembourg","Percentage","2014","Total","Total","Total","36.2","" +"From 1 to 4 portions","Luxembourg","Percentage","2014","Total","Total","Total","48.7","" +"5 portions or more","Luxembourg","Percentage","2014","Total","Total","Total","15.1","" +"0 portions","Hungary","Percentage","2014","Total","Total","Total","33.1","" +"From 1 to 4 portions","Hungary","Percentage","2014","Total","Total","Total","56.8","" +"5 portions or more","Hungary","Percentage","2014","Total","Total","Total","10.1","" +"0 portions","Malta","Percentage","2014","Total","Total","Total","35.6","" +"From 1 to 4 portions","Malta","Percentage","2014","Total","Total","Total","47.6","" +"5 portions or more","Malta","Percentage","2014","Total","Total","Total","16.8","" +"0 portions","Netherlands","Percentage","2014","Total","Total","Total","45.9","" +"From 1 to 4 portions","Netherlands","Percentage","2014","Total","Total","Total","29.0","" +"5 portions or more","Netherlands","Percentage","2014","Total","Total","Total","25.0","" +"0 portions","Austria","Percentage","2014","Total","Total","Total","31.8","" +"From 1 to 4 portions","Austria","Percentage","2014","Total","Total","Total","61.1","" +"5 portions or more","Austria","Percentage","2014","Total","Total","Total","7.2","" +"0 portions","Poland","Percentage","2014","Total","Total","Total","33.2","" +"From 1 to 4 portions","Poland","Percentage","2014","Total","Total","Total","56.8","" +"5 portions or more","Poland","Percentage","2014","Total","Total","Total","10.1","" +"0 portions","Portugal","Percentage","2014","Total","Total","Total","20.7","" +"From 1 to 4 portions","Portugal","Percentage","2014","Total","Total","Total","61.1","" +"5 portions or more","Portugal","Percentage","2014","Total","Total","Total","18.2","" +"0 portions","Romania","Percentage","2014","Total","Total","Total","65.1","" +"From 1 to 4 portions","Romania","Percentage","2014","Total","Total","Total","31.4","" +"5 portions or more","Romania","Percentage","2014","Total","Total","Total","3.5","" +"0 portions","Slovenia","Percentage","2014","Total","Total","Total","27.0","" +"From 1 to 4 portions","Slovenia","Percentage","2014","Total","Total","Total","65.5","" +"5 portions or more","Slovenia","Percentage","2014","Total","Total","Total","7.5","" +"0 portions","Slovakia","Percentage","2014","Total","Total","Total","46.6","" +"From 1 to 4 portions","Slovakia","Percentage","2014","Total","Total","Total","42.6","" +"5 portions or more","Slovakia","Percentage","2014","Total","Total","Total","10.8","" +"0 portions","Finland","Percentage","2014","Total","Total","Total","42.3","" +"From 1 to 4 portions","Finland","Percentage","2014","Total","Total","Total","44.8","" +"5 portions or more","Finland","Percentage","2014","Total","Total","Total","12.9","" +"0 portions","Sweden","Percentage","2014","Total","Total","Total","36.5","" +"From 1 to 4 portions","Sweden","Percentage","2014","Total","Total","Total","54.5","" +"5 portions or more","Sweden","Percentage","2014","Total","Total","Total","9.0","" +"0 portions","United Kingdom","Percentage","2014","Total","Total","Total","21.3","" +"From 1 to 4 portions","United Kingdom","Percentage","2014","Total","Total","Total","45.6","" +"5 portions or more","United Kingdom","Percentage","2014","Total","Total","Total","33.1","" +"0 portions","Iceland","Percentage","2014","Total","Total","Total","34.8","" +"From 1 to 4 portions","Iceland","Percentage","2014","Total","Total","Total","55.1","" +"5 portions or more","Iceland","Percentage","2014","Total","Total","Total","10.1","" +"0 portions","Norway","Percentage","2014","Total","Total","Total","30.9","" +"From 1 to 4 portions","Norway","Percentage","2014","Total","Total","Total","62.6","" +"5 portions or more","Norway","Percentage","2014","Total","Total","Total","6.5","" +"0 portions","Turkey","Percentage","2014","Total","Total","Total","33.7","" +"From 1 to 4 portions","Turkey","Percentage","2014","Total","Total","Total","63.2","" +"5 portions or more","Turkey","Percentage","2014","Total","Total","Total","3.0","" diff --git a/your-project/Frequency_alcohol_1quintile.csv b/your-project/Frequency_alcohol_1quintile.csv new file mode 100644 index 0000000..2d6b294 --- /dev/null +++ b/your-project/Frequency_alcohol_1quintile.csv @@ -0,0 +1,151 @@ +"FREQUENC","GEO","UNIT","QUANTILE","TIME","SEX","AGE","Value","Flag and Footnotes" +"Every day","European Union - 28 countries","Percentage","First quintile","2014","Total","Total","7.7","e" +"Every week","European Union - 28 countries","Percentage","First quintile","2014","Total","Total","22.4","e" +"Every month","European Union - 28 countries","Percentage","First quintile","2014","Total","Total","22.2","e" +"Less than once a month","European Union - 28 countries","Percentage","First quintile","2014","Total","Total","15.2","e" +"Never or not in the last 12 months","European Union - 28 countries","Percentage","First quintile","2014","Total","Total","32.4","e" +"Every day","Belgium","Percentage","First quintile","2014","Total","Total","10.6","u" +"Every week","Belgium","Percentage","First quintile","2014","Total","Total","27.9","u" +"Every month","Belgium","Percentage","First quintile","2014","Total","Total","16.1","u" +"Less than once a month","Belgium","Percentage","First quintile","2014","Total","Total","10.7","u" +"Never or not in the last 12 months","Belgium","Percentage","First quintile","2014","Total","Total","34.8","u" +"Every day","Bulgaria","Percentage","First quintile","2014","Total","Total","8.7","" +"Every week","Bulgaria","Percentage","First quintile","2014","Total","Total","17.1","" +"Every month","Bulgaria","Percentage","First quintile","2014","Total","Total","20.4","" +"Less than once a month","Bulgaria","Percentage","First quintile","2014","Total","Total","11.2","" +"Never or not in the last 12 months","Bulgaria","Percentage","First quintile","2014","Total","Total","42.6","" +"Every day","Czechia","Percentage","First quintile","2014","Total","Total","6.9","" +"Every week","Czechia","Percentage","First quintile","2014","Total","Total","26.0","" +"Every month","Czechia","Percentage","First quintile","2014","Total","Total","27.8","" +"Less than once a month","Czechia","Percentage","First quintile","2014","Total","Total","18.0","" +"Never or not in the last 12 months","Czechia","Percentage","First quintile","2014","Total","Total","21.3","" +"Every day","Denmark","Percentage","First quintile","2014","Total","Total","12.9","" +"Every week","Denmark","Percentage","First quintile","2014","Total","Total","34.1","" +"Every month","Denmark","Percentage","First quintile","2014","Total","Total","28.6","" +"Less than once a month","Denmark","Percentage","First quintile","2014","Total","Total","13.0","" +"Never or not in the last 12 months","Denmark","Percentage","First quintile","2014","Total","Total","11.3","" +"Every day","Germany (until 1990 former territory of the FRG)","Percentage","First quintile","2014","Total","Total","8.0","" +"Every week","Germany (until 1990 former territory of the FRG)","Percentage","First quintile","2014","Total","Total","31.0","" +"Every month","Germany (until 1990 former territory of the FRG)","Percentage","First quintile","2014","Total","Total","25.2","" +"Less than once a month","Germany (until 1990 former territory of the FRG)","Percentage","First quintile","2014","Total","Total","15.4","" +"Never or not in the last 12 months","Germany (until 1990 former territory of the FRG)","Percentage","First quintile","2014","Total","Total","20.3","" +"Every day","Estonia","Percentage","First quintile","2014","Total","Total","2.5","" +"Every week","Estonia","Percentage","First quintile","2014","Total","Total","14.2","" +"Every month","Estonia","Percentage","First quintile","2014","Total","Total","26.0","" +"Less than once a month","Estonia","Percentage","First quintile","2014","Total","Total","30.7","" +"Never or not in the last 12 months","Estonia","Percentage","First quintile","2014","Total","Total","26.6","" +"Every day","Ireland","Percentage","First quintile","2014","Total","Total","2.1","" +"Every week","Ireland","Percentage","First quintile","2014","Total","Total","41.0","" +"Every month","Ireland","Percentage","First quintile","2014","Total","Total","27.1","" +"Less than once a month","Ireland","Percentage","First quintile","2014","Total","Total","11.7","" +"Never or not in the last 12 months","Ireland","Percentage","First quintile","2014","Total","Total","18.1","" +"Every day","Greece","Percentage","First quintile","2014","Total","Total","6.7","" +"Every week","Greece","Percentage","First quintile","2014","Total","Total","21.5","" +"Every month","Greece","Percentage","First quintile","2014","Total","Total","24.0","" +"Less than once a month","Greece","Percentage","First quintile","2014","Total","Total","11.2","" +"Never or not in the last 12 months","Greece","Percentage","First quintile","2014","Total","Total","36.6","" +"Every day","Spain","Percentage","First quintile","2014","Total","Total","11.2","" +"Every week","Spain","Percentage","First quintile","2014","Total","Total","16.6","" +"Every month","Spain","Percentage","First quintile","2014","Total","Total","18.5","" +"Less than once a month","Spain","Percentage","First quintile","2014","Total","Total","12.2","" +"Never or not in the last 12 months","Spain","Percentage","First quintile","2014","Total","Total","41.5","" +"Every day","Croatia","Percentage","First quintile","2014","Total","Total","6.7","" +"Every week","Croatia","Percentage","First quintile","2014","Total","Total","13.2","" +"Every month","Croatia","Percentage","First quintile","2014","Total","Total","17.5","" +"Less than once a month","Croatia","Percentage","First quintile","2014","Total","Total","10.0","" +"Never or not in the last 12 months","Croatia","Percentage","First quintile","2014","Total","Total","52.6","" +"Every day","Italy","Percentage","First quintile","2014","Total","Total","10.5","d" +"Every week","Italy","Percentage","First quintile","2014","Total","Total","19.4","d" +"Every month","Italy","Percentage","First quintile","2014","Total","Total","19.4","" +"Less than once a month","Italy","Percentage","First quintile","2014","Total","Total","9.5","d" +"Never or not in the last 12 months","Italy","Percentage","First quintile","2014","Total","Total","41.2","d" +"Every day","Cyprus","Percentage","First quintile","2014","Total","Total","3.1","" +"Every week","Cyprus","Percentage","First quintile","2014","Total","Total","13.3","" +"Every month","Cyprus","Percentage","First quintile","2014","Total","Total","20.9","" +"Less than once a month","Cyprus","Percentage","First quintile","2014","Total","Total","7.7","" +"Never or not in the last 12 months","Cyprus","Percentage","First quintile","2014","Total","Total","55.0","" +"Every day","Latvia","Percentage","First quintile","2014","Total","Total","2.2","" +"Every week","Latvia","Percentage","First quintile","2014","Total","Total","11.5","" +"Every month","Latvia","Percentage","First quintile","2014","Total","Total","26.6","" +"Less than once a month","Latvia","Percentage","First quintile","2014","Total","Total","30.8","" +"Never or not in the last 12 months","Latvia","Percentage","First quintile","2014","Total","Total","28.9","" +"Every day","Lithuania","Percentage","First quintile","2014","Total","Total","0.7","" +"Every week","Lithuania","Percentage","First quintile","2014","Total","Total","17.6","" +"Every month","Lithuania","Percentage","First quintile","2014","Total","Total","34.9","" +"Less than once a month","Lithuania","Percentage","First quintile","2014","Total","Total","24.3","" +"Never or not in the last 12 months","Lithuania","Percentage","First quintile","2014","Total","Total","22.5","" +"Every day","Luxembourg","Percentage","First quintile","2014","Total","Total","8.5","" +"Every week","Luxembourg","Percentage","First quintile","2014","Total","Total","27.7","" +"Every month","Luxembourg","Percentage","First quintile","2014","Total","Total","23.6","" +"Less than once a month","Luxembourg","Percentage","First quintile","2014","Total","Total","12.6","" +"Never or not in the last 12 months","Luxembourg","Percentage","First quintile","2014","Total","Total","27.7","" +"Every day","Hungary","Percentage","First quintile","2014","Total","Total","8.2","" +"Every week","Hungary","Percentage","First quintile","2014","Total","Total","12.0","" +"Every month","Hungary","Percentage","First quintile","2014","Total","Total","14.9","" +"Less than once a month","Hungary","Percentage","First quintile","2014","Total","Total","23.4","" +"Never or not in the last 12 months","Hungary","Percentage","First quintile","2014","Total","Total","41.5","" +"Every day","Malta","Percentage","First quintile","2014","Total","Total","8.4","" +"Every week","Malta","Percentage","First quintile","2014","Total","Total","16.1","" +"Every month","Malta","Percentage","First quintile","2014","Total","Total","20.5","" +"Less than once a month","Malta","Percentage","First quintile","2014","Total","Total","16.8","" +"Never or not in the last 12 months","Malta","Percentage","First quintile","2014","Total","Total","38.1","" +"Every day","Austria","Percentage","First quintile","2014","Total","Total","4.3","" +"Every week","Austria","Percentage","First quintile","2014","Total","Total","24.3","" +"Every month","Austria","Percentage","First quintile","2014","Total","Total","31.8","" +"Less than once a month","Austria","Percentage","First quintile","2014","Total","Total","13.9","" +"Never or not in the last 12 months","Austria","Percentage","First quintile","2014","Total","Total","25.7","" +"Every day","Poland","Percentage","First quintile","2014","Total","Total","1.6","" +"Every week","Poland","Percentage","First quintile","2014","Total","Total","12.1","" +"Every month","Poland","Percentage","First quintile","2014","Total","Total","27.3","" +"Less than once a month","Poland","Percentage","First quintile","2014","Total","Total","24.8","" +"Never or not in the last 12 months","Poland","Percentage","First quintile","2014","Total","Total","34.1","" +"Every day","Portugal","Percentage","First quintile","2014","Total","Total","23.1","" +"Every week","Portugal","Percentage","First quintile","2014","Total","Total","14.3","" +"Every month","Portugal","Percentage","First quintile","2014","Total","Total","12.2","" +"Less than once a month","Portugal","Percentage","First quintile","2014","Total","Total","11.5","" +"Never or not in the last 12 months","Portugal","Percentage","First quintile","2014","Total","Total","39.0","" +"Every day","Romania","Percentage","First quintile","2014","Total","Total","6.1","" +"Every week","Romania","Percentage","First quintile","2014","Total","Total","16.6","" +"Every month","Romania","Percentage","First quintile","2014","Total","Total","24.5","" +"Less than once a month","Romania","Percentage","First quintile","2014","Total","Total","10.5","" +"Never or not in the last 12 months","Romania","Percentage","First quintile","2014","Total","Total","42.2","" +"Every day","Slovenia","Percentage","First quintile","2014","Total","Total","9.6","" +"Every week","Slovenia","Percentage","First quintile","2014","Total","Total","17.1","" +"Every month","Slovenia","Percentage","First quintile","2014","Total","Total","20.9","" +"Less than once a month","Slovenia","Percentage","First quintile","2014","Total","Total","17.5","" +"Never or not in the last 12 months","Slovenia","Percentage","First quintile","2014","Total","Total","34.9","" +"Every day","Slovakia","Percentage","First quintile","2014","Total","Total","3.4","" +"Every week","Slovakia","Percentage","First quintile","2014","Total","Total","14.1","" +"Every month","Slovakia","Percentage","First quintile","2014","Total","Total","27.6","" +"Less than once a month","Slovakia","Percentage","First quintile","2014","Total","Total","20.7","" +"Never or not in the last 12 months","Slovakia","Percentage","First quintile","2014","Total","Total","34.3","" +"Every day","Finland","Percentage","First quintile","2014","Total","Total","2.6","" +"Every week","Finland","Percentage","First quintile","2014","Total","Total","25.5","" +"Every month","Finland","Percentage","First quintile","2014","Total","Total","28.8","" +"Less than once a month","Finland","Percentage","First quintile","2014","Total","Total","16.8","" +"Never or not in the last 12 months","Finland","Percentage","First quintile","2014","Total","Total","26.3","" +"Every day","Sweden","Percentage","First quintile","2014","Total","Total","1.2","" +"Every week","Sweden","Percentage","First quintile","2014","Total","Total","17.5","" +"Every month","Sweden","Percentage","First quintile","2014","Total","Total","25.9","" +"Less than once a month","Sweden","Percentage","First quintile","2014","Total","Total","19.0","" +"Never or not in the last 12 months","Sweden","Percentage","First quintile","2014","Total","Total","36.5","" +"Every day","United Kingdom","Percentage","First quintile","2014","Total","Total","5.8","" +"Every week","United Kingdom","Percentage","First quintile","2014","Total","Total","26.9","" +"Every month","United Kingdom","Percentage","First quintile","2014","Total","Total","16.4","" +"Less than once a month","United Kingdom","Percentage","First quintile","2014","Total","Total","18.8","" +"Never or not in the last 12 months","United Kingdom","Percentage","First quintile","2014","Total","Total","32.0","" +"Every day","Iceland","Percentage","First quintile","2014","Total","Total","0.8","" +"Every week","Iceland","Percentage","First quintile","2014","Total","Total","15.0","" +"Every month","Iceland","Percentage","First quintile","2014","Total","Total","32.5","" +"Less than once a month","Iceland","Percentage","First quintile","2014","Total","Total","24.1","" +"Never or not in the last 12 months","Iceland","Percentage","First quintile","2014","Total","Total","27.6","" +"Every day","Norway","Percentage","First quintile","2014","Total","Total","1.5","" +"Every week","Norway","Percentage","First quintile","2014","Total","Total","19.9","" +"Every month","Norway","Percentage","First quintile","2014","Total","Total","48.1","" +"Less than once a month","Norway","Percentage","First quintile","2014","Total","Total","0","" +"Never or not in the last 12 months","Norway","Percentage","First quintile","2014","Total","Total","30.5","" +"Every day","Turkey","Percentage","First quintile","2014","Total","Total","0.4","" +"Every week","Turkey","Percentage","First quintile","2014","Total","Total","1.5","" +"Every month","Turkey","Percentage","First quintile","2014","Total","Total","3.3","" +"Less than once a month","Turkey","Percentage","First quintile","2014","Total","Total","4.1","" +"Never or not in the last 12 months","Turkey","Percentage","First quintile","2014","Total","Total","90.7","" diff --git a/your-project/Frequency_alcohol_5quintile.csv b/your-project/Frequency_alcohol_5quintile.csv new file mode 100644 index 0000000..1318533 --- /dev/null +++ b/your-project/Frequency_alcohol_5quintile.csv @@ -0,0 +1,151 @@ +"FREQUENC","GEO","UNIT","QUANTILE","TIME","SEX","AGE","Value","Flag and Footnotes" +"Every day","European Union - 28 countries","Percentage","Fifth quintile","2014","Total","Total","10.8","e" +"Every week","European Union - 28 countries","Percentage","Fifth quintile","2014","Total","Total","39.1","e" +"Every month","European Union - 28 countries","Percentage","Fifth quintile","2014","Total","Total","23.2","e" +"Less than once a month","European Union - 28 countries","Percentage","Fifth quintile","2014","Total","Total","11.6","e" +"Never or not in the last 12 months","European Union - 28 countries","Percentage","Fifth quintile","2014","Total","Total","15.3","e" +"Every day","Belgium","Percentage","Fifth quintile","2014","Total","Total","16.4","" +"Every week","Belgium","Percentage","Fifth quintile","2014","Total","Total","44.8","" +"Every month","Belgium","Percentage","Fifth quintile","2014","Total","Total","22.2","" +"Less than once a month","Belgium","Percentage","Fifth quintile","2014","Total","Total","7.9","" +"Never or not in the last 12 months","Belgium","Percentage","Fifth quintile","2014","Total","Total","8.8","" +"Every day","Bulgaria","Percentage","Fifth quintile","2014","Total","Total","9.5","" +"Every week","Bulgaria","Percentage","Fifth quintile","2014","Total","Total","23.7","" +"Every month","Bulgaria","Percentage","Fifth quintile","2014","Total","Total","31.1","" +"Less than once a month","Bulgaria","Percentage","Fifth quintile","2014","Total","Total","12.6","" +"Never or not in the last 12 months","Bulgaria","Percentage","Fifth quintile","2014","Total","Total","23.2","" +"Every day","Czechia","Percentage","Fifth quintile","2014","Total","Total","11.2","" +"Every week","Czechia","Percentage","Fifth quintile","2014","Total","Total","44.4","" +"Every month","Czechia","Percentage","Fifth quintile","2014","Total","Total","25.8","" +"Less than once a month","Czechia","Percentage","Fifth quintile","2014","Total","Total","11.7","" +"Never or not in the last 12 months","Czechia","Percentage","Fifth quintile","2014","Total","Total","6.9","" +"Every day","Denmark","Percentage","Fifth quintile","2014","Total","Total","10.5","" +"Every week","Denmark","Percentage","Fifth quintile","2014","Total","Total","48.0","" +"Every month","Denmark","Percentage","Fifth quintile","2014","Total","Total","26.5","" +"Less than once a month","Denmark","Percentage","Fifth quintile","2014","Total","Total","10.5","" +"Never or not in the last 12 months","Denmark","Percentage","Fifth quintile","2014","Total","Total","4.6","" +"Every day","Germany (until 1990 former territory of the FRG)","Percentage","Fifth quintile","2014","Total","Total","11.8","" +"Every week","Germany (until 1990 former territory of the FRG)","Percentage","Fifth quintile","2014","Total","Total","50.3","" +"Every month","Germany (until 1990 former territory of the FRG)","Percentage","Fifth quintile","2014","Total","Total","21.0","" +"Less than once a month","Germany (until 1990 former territory of the FRG)","Percentage","Fifth quintile","2014","Total","Total","9.2","" +"Never or not in the last 12 months","Germany (until 1990 former territory of the FRG)","Percentage","Fifth quintile","2014","Total","Total","7.7","" +"Every day","Estonia","Percentage","Fifth quintile","2014","Total","Total","2.5","" +"Every week","Estonia","Percentage","Fifth quintile","2014","Total","Total","29.8","" +"Every month","Estonia","Percentage","Fifth quintile","2014","Total","Total","37.0","" +"Less than once a month","Estonia","Percentage","Fifth quintile","2014","Total","Total","22.2","" +"Never or not in the last 12 months","Estonia","Percentage","Fifth quintile","2014","Total","Total","8.5","" +"Every day","Ireland","Percentage","Fifth quintile","2014","Total","Total","1.9","" +"Every week","Ireland","Percentage","Fifth quintile","2014","Total","Total","45.2","" +"Every month","Ireland","Percentage","Fifth quintile","2014","Total","Total","26.1","" +"Less than once a month","Ireland","Percentage","Fifth quintile","2014","Total","Total","10.9","" +"Never or not in the last 12 months","Ireland","Percentage","Fifth quintile","2014","Total","Total","15.9","" +"Every day","Greece","Percentage","Fifth quintile","2014","Total","Total","8.2","" +"Every week","Greece","Percentage","Fifth quintile","2014","Total","Total","29.3","" +"Every month","Greece","Percentage","Fifth quintile","2014","Total","Total","28.8","" +"Less than once a month","Greece","Percentage","Fifth quintile","2014","Total","Total","11.3","" +"Never or not in the last 12 months","Greece","Percentage","Fifth quintile","2014","Total","Total","22.4","" +"Every day","Spain","Percentage","Fifth quintile","2014","Total","Total","18.4","" +"Every week","Spain","Percentage","Fifth quintile","2014","Total","Total","33.4","" +"Every month","Spain","Percentage","Fifth quintile","2014","Total","Total","19.5","" +"Less than once a month","Spain","Percentage","Fifth quintile","2014","Total","Total","9.8","" +"Never or not in the last 12 months","Spain","Percentage","Fifth quintile","2014","Total","Total","18.9","" +"Every day","Croatia","Percentage","Fifth quintile","2014","Total","Total","11.0","" +"Every week","Croatia","Percentage","Fifth quintile","2014","Total","Total","22.0","" +"Every month","Croatia","Percentage","Fifth quintile","2014","Total","Total","22.9","" +"Less than once a month","Croatia","Percentage","Fifth quintile","2014","Total","Total","11.6","" +"Never or not in the last 12 months","Croatia","Percentage","Fifth quintile","2014","Total","Total","32.6","" +"Every day","Italy","Percentage","Fifth quintile","2014","Total","Total","16.1","d" +"Every week","Italy","Percentage","Fifth quintile","2014","Total","Total","28.6","d" +"Every month","Italy","Percentage","Fifth quintile","2014","Total","Total","20.9","" +"Less than once a month","Italy","Percentage","Fifth quintile","2014","Total","Total","8.4","d" +"Never or not in the last 12 months","Italy","Percentage","Fifth quintile","2014","Total","Total","26.1","d" +"Every day","Cyprus","Percentage","Fifth quintile","2014","Total","Total","4.6","" +"Every week","Cyprus","Percentage","Fifth quintile","2014","Total","Total","23.5","" +"Every month","Cyprus","Percentage","Fifth quintile","2014","Total","Total","27.1","" +"Less than once a month","Cyprus","Percentage","Fifth quintile","2014","Total","Total","6.9","" +"Never or not in the last 12 months","Cyprus","Percentage","Fifth quintile","2014","Total","Total","37.8","" +"Every day","Latvia","Percentage","Fifth quintile","2014","Total","Total","0.9","" +"Every week","Latvia","Percentage","Fifth quintile","2014","Total","Total","22.1","" +"Every month","Latvia","Percentage","Fifth quintile","2014","Total","Total","41.2","" +"Less than once a month","Latvia","Percentage","Fifth quintile","2014","Total","Total","23.9","" +"Never or not in the last 12 months","Latvia","Percentage","Fifth quintile","2014","Total","Total","11.8","" +"Every day","Lithuania","Percentage","Fifth quintile","2014","Total","Total","0.6","" +"Every week","Lithuania","Percentage","Fifth quintile","2014","Total","Total","15.0","" +"Every month","Lithuania","Percentage","Fifth quintile","2014","Total","Total","48.2","" +"Less than once a month","Lithuania","Percentage","Fifth quintile","2014","Total","Total","22.7","" +"Never or not in the last 12 months","Lithuania","Percentage","Fifth quintile","2014","Total","Total","13.4","" +"Every day","Luxembourg","Percentage","Fifth quintile","2014","Total","Total","13.0","" +"Every week","Luxembourg","Percentage","Fifth quintile","2014","Total","Total","56.0","" +"Every month","Luxembourg","Percentage","Fifth quintile","2014","Total","Total","18.3","" +"Less than once a month","Luxembourg","Percentage","Fifth quintile","2014","Total","Total","4.5","" +"Never or not in the last 12 months","Luxembourg","Percentage","Fifth quintile","2014","Total","Total","8.2","" +"Every day","Hungary","Percentage","Fifth quintile","2014","Total","Total","4.3","" +"Every week","Hungary","Percentage","Fifth quintile","2014","Total","Total","23.0","" +"Every month","Hungary","Percentage","Fifth quintile","2014","Total","Total","30.1","" +"Less than once a month","Hungary","Percentage","Fifth quintile","2014","Total","Total","22.2","" +"Never or not in the last 12 months","Hungary","Percentage","Fifth quintile","2014","Total","Total","20.3","" +"Every day","Malta","Percentage","Fifth quintile","2014","Total","Total","5.6","" +"Every week","Malta","Percentage","Fifth quintile","2014","Total","Total","40.8","" +"Every month","Malta","Percentage","Fifth quintile","2014","Total","Total","27.5","" +"Less than once a month","Malta","Percentage","Fifth quintile","2014","Total","Total","11.1","" +"Never or not in the last 12 months","Malta","Percentage","Fifth quintile","2014","Total","Total","15.1","" +"Every day","Austria","Percentage","Fifth quintile","2014","Total","Total","7.6","" +"Every week","Austria","Percentage","Fifth quintile","2014","Total","Total","41.8","" +"Every month","Austria","Percentage","Fifth quintile","2014","Total","Total","30.3","" +"Less than once a month","Austria","Percentage","Fifth quintile","2014","Total","Total","10.2","" +"Never or not in the last 12 months","Austria","Percentage","Fifth quintile","2014","Total","Total","10.2","" +"Every day","Poland","Percentage","Fifth quintile","2014","Total","Total","2.3","" +"Every week","Poland","Percentage","Fifth quintile","2014","Total","Total","22.8","" +"Every month","Poland","Percentage","Fifth quintile","2014","Total","Total","34.2","" +"Less than once a month","Poland","Percentage","Fifth quintile","2014","Total","Total","23.1","" +"Never or not in the last 12 months","Poland","Percentage","Fifth quintile","2014","Total","Total","17.6","" +"Every day","Portugal","Percentage","Fifth quintile","2014","Total","Total","22.5","" +"Every week","Portugal","Percentage","Fifth quintile","2014","Total","Total","27.9","" +"Every month","Portugal","Percentage","Fifth quintile","2014","Total","Total","17.6","" +"Less than once a month","Portugal","Percentage","Fifth quintile","2014","Total","Total","12.6","" +"Never or not in the last 12 months","Portugal","Percentage","Fifth quintile","2014","Total","Total","19.5","" +"Every day","Romania","Percentage","Fifth quintile","2014","Total","Total","2.3","" +"Every week","Romania","Percentage","Fifth quintile","2014","Total","Total","13.8","" +"Every month","Romania","Percentage","Fifth quintile","2014","Total","Total","32.5","" +"Less than once a month","Romania","Percentage","Fifth quintile","2014","Total","Total","14.0","" +"Never or not in the last 12 months","Romania","Percentage","Fifth quintile","2014","Total","Total","37.4","" +"Every day","Slovenia","Percentage","Fifth quintile","2014","Total","Total","5.8","" +"Every week","Slovenia","Percentage","Fifth quintile","2014","Total","Total","36.1","" +"Every month","Slovenia","Percentage","Fifth quintile","2014","Total","Total","31.0","" +"Less than once a month","Slovenia","Percentage","Fifth quintile","2014","Total","Total","13.7","" +"Never or not in the last 12 months","Slovenia","Percentage","Fifth quintile","2014","Total","Total","13.5","" +"Every day","Slovakia","Percentage","Fifth quintile","2014","Total","Total","3.1","" +"Every week","Slovakia","Percentage","Fifth quintile","2014","Total","Total","21.0","" +"Every month","Slovakia","Percentage","Fifth quintile","2014","Total","Total","35.3","" +"Less than once a month","Slovakia","Percentage","Fifth quintile","2014","Total","Total","22.6","" +"Never or not in the last 12 months","Slovakia","Percentage","Fifth quintile","2014","Total","Total","17.9","" +"Every day","Finland","Percentage","Fifth quintile","2014","Total","Total","3.5","" +"Every week","Finland","Percentage","Fifth quintile","2014","Total","Total","50.7","" +"Every month","Finland","Percentage","Fifth quintile","2014","Total","Total","27.6","" +"Less than once a month","Finland","Percentage","Fifth quintile","2014","Total","Total","10.8","" +"Never or not in the last 12 months","Finland","Percentage","Fifth quintile","2014","Total","Total","7.4","" +"Every day","Sweden","Percentage","Fifth quintile","2014","Total","Total","4.2","" +"Every week","Sweden","Percentage","Fifth quintile","2014","Total","Total","56.3","" +"Every month","Sweden","Percentage","Fifth quintile","2014","Total","Total","24.7","" +"Less than once a month","Sweden","Percentage","Fifth quintile","2014","Total","Total","10.1","" +"Never or not in the last 12 months","Sweden","Percentage","Fifth quintile","2014","Total","Total","4.8","" +"Every day","United Kingdom","Percentage","Fifth quintile","2014","Total","Total","9.9","" +"Every week","United Kingdom","Percentage","Fifth quintile","2014","Total","Total","59.5","" +"Every month","United Kingdom","Percentage","Fifth quintile","2014","Total","Total","14.7","" +"Less than once a month","United Kingdom","Percentage","Fifth quintile","2014","Total","Total","9.7","" +"Never or not in the last 12 months","United Kingdom","Percentage","Fifth quintile","2014","Total","Total","6.3","" +"Every day","Iceland","Percentage","Fifth quintile","2014","Total","Total","0.2","" +"Every week","Iceland","Percentage","Fifth quintile","2014","Total","Total","27.6","" +"Every month","Iceland","Percentage","Fifth quintile","2014","Total","Total","43.1","" +"Less than once a month","Iceland","Percentage","Fifth quintile","2014","Total","Total","15.7","" +"Never or not in the last 12 months","Iceland","Percentage","Fifth quintile","2014","Total","Total","13.4","" +"Every day","Norway","Percentage","Fifth quintile","2014","Total","Total","2.8","" +"Every week","Norway","Percentage","Fifth quintile","2014","Total","Total","42.8","" +"Every month","Norway","Percentage","Fifth quintile","2014","Total","Total","45.5","" +"Less than once a month","Norway","Percentage","Fifth quintile","2014","Total","Total","0","" +"Never or not in the last 12 months","Norway","Percentage","Fifth quintile","2014","Total","Total","8.9","" +"Every day","Turkey","Percentage","Fifth quintile","2014","Total","Total","0.7","" +"Every week","Turkey","Percentage","Fifth quintile","2014","Total","Total","4.5","" +"Every month","Turkey","Percentage","Fifth quintile","2014","Total","Total","8.1","" +"Less than once a month","Turkey","Percentage","Fifth quintile","2014","Total","Total","10.1","" +"Never or not in the last 12 months","Turkey","Percentage","Fifth quintile","2014","Total","Total","76.6","" diff --git a/your-project/Frequency_alcohol_tquintile.csv b/your-project/Frequency_alcohol_tquintile.csv new file mode 100644 index 0000000..33e8c1b --- /dev/null +++ b/your-project/Frequency_alcohol_tquintile.csv @@ -0,0 +1,151 @@ +"FREQUENC","GEO","UNIT","QUANTILE","TIME","SEX","AGE","Value","Flag and Footnotes" +"Every day","European Union - 28 countries","Percentage","Total","2014","Total","Total","9.2","e" +"Every week","European Union - 28 countries","Percentage","Total","2014","Total","Total","29.6","e" +"Every month","European Union - 28 countries","Percentage","Total","2014","Total","Total","23.1","e" +"Less than once a month","European Union - 28 countries","Percentage","Total","2014","Total","Total","14.2","e" +"Never or not in the last 12 months","European Union - 28 countries","Percentage","Total","2014","Total","Total","23.9","e" +"Every day","Belgium","Percentage","Total","2014","Total","Total","14.2","u" +"Every week","Belgium","Percentage","Total","2014","Total","Total","37.8","u" +"Every month","Belgium","Percentage","Total","2014","Total","Total","20.6","u" +"Less than once a month","Belgium","Percentage","Total","2014","Total","Total","9.2","u" +"Never or not in the last 12 months","Belgium","Percentage","Total","2014","Total","Total","18.2","u" +"Every day","Bulgaria","Percentage","Total","2014","Total","Total","8.9","" +"Every week","Bulgaria","Percentage","Total","2014","Total","Total","19.6","" +"Every month","Bulgaria","Percentage","Total","2014","Total","Total","25.3","" +"Less than once a month","Bulgaria","Percentage","Total","2014","Total","Total","12.3","" +"Never or not in the last 12 months","Bulgaria","Percentage","Total","2014","Total","Total","33.9","" +"Every day","Czechia","Percentage","Total","2014","Total","Total","9.5","" +"Every week","Czechia","Percentage","Total","2014","Total","Total","34.6","" +"Every month","Czechia","Percentage","Total","2014","Total","Total","26.4","" +"Less than once a month","Czechia","Percentage","Total","2014","Total","Total","15.3","" +"Never or not in the last 12 months","Czechia","Percentage","Total","2014","Total","Total","14.1","" +"Every day","Denmark","Percentage","Total","2014","Total","Total","11.3","" +"Every week","Denmark","Percentage","Total","2014","Total","Total","40.0","" +"Every month","Denmark","Percentage","Total","2014","Total","Total","27.1","" +"Less than once a month","Denmark","Percentage","Total","2014","Total","Total","12.9","" +"Never or not in the last 12 months","Denmark","Percentage","Total","2014","Total","Total","8.7","" +"Every day","Germany (until 1990 former territory of the FRG)","Percentage","Total","2014","Total","Total","9.3","" +"Every week","Germany (until 1990 former territory of the FRG)","Percentage","Total","2014","Total","Total","39.6","" +"Every month","Germany (until 1990 former territory of the FRG)","Percentage","Total","2014","Total","Total","25.2","" +"Less than once a month","Germany (until 1990 former territory of the FRG)","Percentage","Total","2014","Total","Total","12.8","" +"Never or not in the last 12 months","Germany (until 1990 former territory of the FRG)","Percentage","Total","2014","Total","Total","13.1","" +"Every day","Estonia","Percentage","Total","2014","Total","Total","2.0","" +"Every week","Estonia","Percentage","Total","2014","Total","Total","18.1","" +"Every month","Estonia","Percentage","Total","2014","Total","Total","28.8","" +"Less than once a month","Estonia","Percentage","Total","2014","Total","Total","31.6","" +"Never or not in the last 12 months","Estonia","Percentage","Total","2014","Total","Total","19.5","" +"Every day","Ireland","Percentage","Total","2014","Total","Total","2.0","" +"Every week","Ireland","Percentage","Total","2014","Total","Total","41.4","" +"Every month","Ireland","Percentage","Total","2014","Total","Total","27.0","" +"Less than once a month","Ireland","Percentage","Total","2014","Total","Total","10.9","" +"Never or not in the last 12 months","Ireland","Percentage","Total","2014","Total","Total","18.8","" +"Every day","Greece","Percentage","Total","2014","Total","Total","6.9","" +"Every week","Greece","Percentage","Total","2014","Total","Total","23.7","" +"Every month","Greece","Percentage","Total","2014","Total","Total","25.8","" +"Less than once a month","Greece","Percentage","Total","2014","Total","Total","11.5","" +"Never or not in the last 12 months","Greece","Percentage","Total","2014","Total","Total","32.1","" +"Every day","Spain","Percentage","Total","2014","Total","Total","15.3","" +"Every week","Spain","Percentage","Total","2014","Total","Total","22.3","" +"Every month","Spain","Percentage","Total","2014","Total","Total","18.8","" +"Less than once a month","Spain","Percentage","Total","2014","Total","Total","12.4","" +"Never or not in the last 12 months","Spain","Percentage","Total","2014","Total","Total","31.3","" +"Every day","Croatia","Percentage","Total","2014","Total","Total","9.1","" +"Every week","Croatia","Percentage","Total","2014","Total","Total","14.9","" +"Every month","Croatia","Percentage","Total","2014","Total","Total","19.9","" +"Less than once a month","Croatia","Percentage","Total","2014","Total","Total","12.3","" +"Never or not in the last 12 months","Croatia","Percentage","Total","2014","Total","Total","43.9","" +"Every day","Italy","Percentage","Total","2014","Total","Total","14.1","d" +"Every week","Italy","Percentage","Total","2014","Total","Total","24.4","d" +"Every month","Italy","Percentage","Total","2014","Total","Total","20.0","" +"Less than once a month","Italy","Percentage","Total","2014","Total","Total","8.7","d" +"Never or not in the last 12 months","Italy","Percentage","Total","2014","Total","Total","32.8","d" +"Every day","Cyprus","Percentage","Total","2014","Total","Total","4.2","" +"Every week","Cyprus","Percentage","Total","2014","Total","Total","16.9","" +"Every month","Cyprus","Percentage","Total","2014","Total","Total","23.6","" +"Less than once a month","Cyprus","Percentage","Total","2014","Total","Total","8.9","" +"Never or not in the last 12 months","Cyprus","Percentage","Total","2014","Total","Total","46.4","" +"Every day","Latvia","Percentage","Total","2014","Total","Total","1.4","" +"Every week","Latvia","Percentage","Total","2014","Total","Total","13.4","" +"Every month","Latvia","Percentage","Total","2014","Total","Total","32.8","" +"Less than once a month","Latvia","Percentage","Total","2014","Total","Total","29.2","" +"Never or not in the last 12 months","Latvia","Percentage","Total","2014","Total","Total","23.1","" +"Every day","Lithuania","Percentage","Total","2014","Total","Total","0.6","" +"Every week","Lithuania","Percentage","Total","2014","Total","Total","12.9","" +"Every month","Lithuania","Percentage","Total","2014","Total","Total","37.6","" +"Less than once a month","Lithuania","Percentage","Total","2014","Total","Total","24.3","" +"Never or not in the last 12 months","Lithuania","Percentage","Total","2014","Total","Total","24.6","" +"Every day","Luxembourg","Percentage","Total","2014","Total","Total","9.6","" +"Every week","Luxembourg","Percentage","Total","2014","Total","Total","40.6","" +"Every month","Luxembourg","Percentage","Total","2014","Total","Total","23.5","" +"Less than once a month","Luxembourg","Percentage","Total","2014","Total","Total","8.7","" +"Never or not in the last 12 months","Luxembourg","Percentage","Total","2014","Total","Total","17.7","" +"Every day","Hungary","Percentage","Total","2014","Total","Total","7.3","" +"Every week","Hungary","Percentage","Total","2014","Total","Total","16.4","" +"Every month","Hungary","Percentage","Total","2014","Total","Total","22.4","" +"Less than once a month","Hungary","Percentage","Total","2014","Total","Total","24.1","" +"Never or not in the last 12 months","Hungary","Percentage","Total","2014","Total","Total","29.8","" +"Every day","Malta","Percentage","Total","2014","Total","Total","7.4","" +"Every week","Malta","Percentage","Total","2014","Total","Total","28.8","" +"Every month","Malta","Percentage","Total","2014","Total","Total","25.5","" +"Less than once a month","Malta","Percentage","Total","2014","Total","Total","14.3","" +"Never or not in the last 12 months","Malta","Percentage","Total","2014","Total","Total","24.1","" +"Every day","Austria","Percentage","Total","2014","Total","Total","6.2","" +"Every week","Austria","Percentage","Total","2014","Total","Total","31.5","" +"Every month","Austria","Percentage","Total","2014","Total","Total","31.8","" +"Less than once a month","Austria","Percentage","Total","2014","Total","Total","13.0","" +"Never or not in the last 12 months","Austria","Percentage","Total","2014","Total","Total","17.4","" +"Every day","Poland","Percentage","Total","2014","Total","Total","1.8","" +"Every week","Poland","Percentage","Total","2014","Total","Total","16.0","" +"Every month","Poland","Percentage","Total","2014","Total","Total","28.5","" +"Less than once a month","Poland","Percentage","Total","2014","Total","Total","25.9","" +"Never or not in the last 12 months","Poland","Percentage","Total","2014","Total","Total","27.8","" +"Every day","Portugal","Percentage","Total","2014","Total","Total","24.2","" +"Every week","Portugal","Percentage","Total","2014","Total","Total","19.1","" +"Every month","Portugal","Percentage","Total","2014","Total","Total","14.8","" +"Less than once a month","Portugal","Percentage","Total","2014","Total","Total","12.0","" +"Never or not in the last 12 months","Portugal","Percentage","Total","2014","Total","Total","30.0","" +"Every day","Romania","Percentage","Total","2014","Total","Total","3.8","" +"Every week","Romania","Percentage","Total","2014","Total","Total","15.2","" +"Every month","Romania","Percentage","Total","2014","Total","Total","27.0","" +"Less than once a month","Romania","Percentage","Total","2014","Total","Total","11.9","" +"Never or not in the last 12 months","Romania","Percentage","Total","2014","Total","Total","42.1","" +"Every day","Slovenia","Percentage","Total","2014","Total","Total","7.7","" +"Every week","Slovenia","Percentage","Total","2014","Total","Total","26.5","" +"Every month","Slovenia","Percentage","Total","2014","Total","Total","25.7","" +"Less than once a month","Slovenia","Percentage","Total","2014","Total","Total","16.5","" +"Never or not in the last 12 months","Slovenia","Percentage","Total","2014","Total","Total","23.6","" +"Every day","Slovakia","Percentage","Total","2014","Total","Total","3.1","" +"Every week","Slovakia","Percentage","Total","2014","Total","Total","15.9","" +"Every month","Slovakia","Percentage","Total","2014","Total","Total","29.6","" +"Less than once a month","Slovakia","Percentage","Total","2014","Total","Total","22.9","" +"Never or not in the last 12 months","Slovakia","Percentage","Total","2014","Total","Total","28.4","" +"Every day","Finland","Percentage","Total","2014","Total","Total","2.7","" +"Every week","Finland","Percentage","Total","2014","Total","Total","36.6","" +"Every month","Finland","Percentage","Total","2014","Total","Total","29.7","" +"Less than once a month","Finland","Percentage","Total","2014","Total","Total","16.0","" +"Never or not in the last 12 months","Finland","Percentage","Total","2014","Total","Total","15.0","" +"Every day","Sweden","Percentage","Total","2014","Total","Total","2.7","" +"Every week","Sweden","Percentage","Total","2014","Total","Total","36.9","" +"Every month","Sweden","Percentage","Total","2014","Total","Total","27.1","" +"Less than once a month","Sweden","Percentage","Total","2014","Total","Total","15.3","" +"Never or not in the last 12 months","Sweden","Percentage","Total","2014","Total","Total","17.9","" +"Every day","United Kingdom","Percentage","Total","2014","Total","Total","7.5","" +"Every week","United Kingdom","Percentage","Total","2014","Total","Total","45.0","" +"Every month","United Kingdom","Percentage","Total","2014","Total","Total","16.5","" +"Less than once a month","United Kingdom","Percentage","Total","2014","Total","Total","14.5","" +"Never or not in the last 12 months","United Kingdom","Percentage","Total","2014","Total","Total","16.4","" +"Every day","Iceland","Percentage","Total","2014","Total","Total","0.6","" +"Every week","Iceland","Percentage","Total","2014","Total","Total","19.5","" +"Every month","Iceland","Percentage","Total","2014","Total","Total","39.2","" +"Less than once a month","Iceland","Percentage","Total","2014","Total","Total","21.6","" +"Never or not in the last 12 months","Iceland","Percentage","Total","2014","Total","Total","19.0","" +"Every day","Norway","Percentage","Total","2014","Total","Total","2.1","" +"Every week","Norway","Percentage","Total","2014","Total","Total","29.8","" +"Every month","Norway","Percentage","Total","2014","Total","Total","49.3","" +"Less than once a month","Norway","Percentage","Total","2014","Total","Total","0","" +"Never or not in the last 12 months","Norway","Percentage","Total","2014","Total","Total","18.8","" +"Every day","Turkey","Percentage","Total","2014","Total","Total","0.5","" +"Every week","Turkey","Percentage","Total","2014","Total","Total","2.8","" +"Every month","Turkey","Percentage","Total","2014","Total","Total","5.1","" +"Less than once a month","Turkey","Percentage","Total","2014","Total","Total","6.6","" +"Never or not in the last 12 months","Turkey","Percentage","Total","2014","Total","Total","85.1","" diff --git a/your-project/Project.ipynb b/your-project/Project.ipynb new file mode 100644 index 0000000..1f26906 --- /dev/null +++ b/your-project/Project.ipynb @@ -0,0 +1,6794 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The code" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "import pandas as pd\n", + "import geopandas\n", + "import shapely\n", + "import matplotlib.pyplot as plt\n", + "import seaborn as sns\n", + "from mpl_toolkits.axes_grid1 import make_axes_locatable\n", + "import numpy as np" + ] + }, + { + "cell_type": "code", + "execution_count": 90, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 90, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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LV84rIxyT6AtGUQgJDSW1UoEoSVxRlcPeDh/feXknDqMGu0GNKIFaKVCWaaLcaWZpWfoxhRTPiGaop9Y1sb6+l4umZ7GiInPUH0UwGueh13bzfk3XoC/0sbKw2MG6ehcAWpUChSAQiolHvT+DRkmGWcuMHCv3LC9hV5sXk1aFVqXAZlDzwqZWGl0Bsi06rpidQzQusagkLVl7/cbOdtbWu1g2JZ24KHP3Pzcl912ZbaG2289bX11GulnL1b9fTW2XH4CqfBsv3Ls4uXzs8IR4bmMLKqXAe3u7kiVvkEhsfnppERdWZlGaacI0hgqWdk+IP66s4/XtbfT4o0f9/mSYteTb9aSZtOTa9JRlmlhenjEpDDtAqzvE39c0sK6uF51aSSgm0tgboDI70Q0ryjK1XX5ioky6SYNSEOj0Df0+KhUC8wrtnD8tk/OmOZP1/u2eEM9vbCHPoeeKWTmolAriosSedh/r6ntZW9fLwuI0dBol3d5E1Ut9T4DFJWn8dXXDoFVhrk3PBZVOpudY+PZLO5OSExdWOvnu5ZUs+/n7Jzxpfrpg0iYa3vZ2+EZ8ToZZy4Zvn3/UxzgjjPwfVx7g//1nL5BYZt6xtJjqYgcyMrk2/bDVBI29AX72xl7e29s1ahv/WDnUyE8kgpBoXBIECEZFfOF4skv1cBkBiy5RQeMOxZL6MGlGDb2B4Y3p8vIMmvuC1HUHkvctKU3jyTsXJkMwb+/uZHVtD18+bwoqpcD5v1w5qE39UG6uzufm6gIKHIYRG32+8fy2ZD7gaFAqBO6/sJy7zy45bnHMY+XJdY388NVdVOZY2drsHvL4vAI7m5oGF5vNLbAlw2qQWC1Gh1k9/eqGKq6dm0e7J8Qlv/2ITy8p4rp5efxxZR0vbG4hGD16x+JQ8ux6fnvTHDY2uPj5mzWTpvfhdCTdpGXjd1JGflSe3djMK1tbWV3bCyQSlFqVAl8kjkKAe5eX8vWLpuINx3lpcwsbGvrY1uKmushBTJJ57bB2/6PheBn5401JupGvXzwVlUJBRZZ5RE9YlGQu/s2H7O/3+Af4zmXTMGlV/OKtffT4I5RkGPn7Z6pH3M//rW/iwRd3jPn8DBolUzJNlGaamJ1v46LpWTgtulG3eWVrK89tbKEs08SS0jQ+2t9DmknDjhYPtd1+vtHfgTrRROIiP3h1N/+3von5hXY2Ng6pGqYk3ciy8gx2t3tZf8j3JcOsJRoX8YQS39nLZ+Vw7/JSunxh9nX68IUTyfAub4T3a7ooyzTx7p4u/CPkaY6V86dlsr3FM+IFPcXEcTyN/KlXKzQCS0rT+MTcPERJptMb5pEPanlnTxdOq443v7os2ahj0akoSDPwrx3tqBQC21s9SSNyuPE6E6jIMvPTa2dy42Nrqci2cPH0LC6odFKWmQgJvLK1lV+/vQ8Am0FDoys4ZB9/WFnHzdX5PH33Ihp6Apw1JX3UcNnN1QX0+CL8sn+/o3HX2cU8eMm0cSciz5/mxB+J88NXd/O3NQ1DHn9hcwvnTRs9rDdeGnsDfPGpLexo9VBd7BhkwAeYlWflxc8tIRKXeGZDM7vbvEkjLUqJxjIASYZXt7Vx44J8KrMtvLmrgwVFDhp6Ajz8fi0Au9q8E3buw/HOIVVfKY4PKoVAZY6FxaVpx+0Yp40nPxySlGivb+4L0tgbwKxTM6/AnjQYMVFClBLJ17d3d/LX1Q3HdLxTyZP/xfVVVGSZmeo08eH+Hh56fTczc61cUOlkc2MfcwvtXDU7F1mWCcVE9GolgiDgCcV4bmMzP/n3HmQ5kTwqTjeyr9NPWaaJt766bEwGudsX4cbHPh4UJjqcPLueZ+5ZTO5RNqK4AlH+vaOdNneIdk8Yq17N/CI7C4ocR1wJjIfG3gB/Xd3AU+uakGSJymwr9T2BQTFvo0bJjQsKuHtZMa9vb+fh92uHFXObV2hn0yHev0KAWXk2drV5TlhNeooTy4WVTh69dd4xqaKeEeGaIyHLMr5IPFn62OEJc/c/N7Kj1TNhCaVTwcjftriQG+bnMyPXOuh+SZLxhGL8YeUBbllYQKZZx+52Lzk2HS9vaaMwzYDdoMEdjLKiIhNXIMr7NV2sOdCLNxTjilk55Nr1w+rcjEQwGueBF3YMGypbVOLgn59dOCEdt8cDWZZ5an0T//y4cVBCLd+hH1TTDYnX8sdPzceqV/PWro5BCfDDsRnUaJWKYROwKSY/FVlm8uz6Ma2CpjrNLCxxEBMlrpiVw5Jx/HYO54wI1xwJQRAG1bav3NfF9hbPmLd3GDXo1cpk84dOrZiQZO2J5KGrpnPb4qJhH1MoBOxGDQ9eOg1INGdkW3VE4xI/e2PvoOemmzTcd0E5pRkmPrmwEDgoPjUeDBoVP79uFnFRYl29i0hMJNCfNCxwGCatgYdEOOUHr+4a4l23u0NDQn9Xz85Naq5M6dcYOhxBSMg+7+3w0RlMGfjJTp5dz73LSylJN1Lb7edn/9nLdfPyuGFBPg+8sH3E7ZaWpXH74iJmF9jINE/canI0zhhP/lA2N/XR6QnT5gnz5q4OInGJbcNUQAxwYaWTAoeBx1fVU+408flzyrh0ZjZrDvSwocFFty9CNC7hCkaJxiTaPCGaXCGUAqiVCsKToIGkKs/KK188a9zbybLMhb8emmyFRLJow7fPSxr3bc1uAtH4EVvJRyImJuLUNR0+PndO6aTXC1nxiw+o7xkcbrLoVehUykHJSq1KwSOfnMt505zERIk3dnbwwuYWCvu1/3NtenyROPc/u+24JVFTHD0DXeYDXD8vjx9cOT0peCfLMi19If6w8gAvbWmlON1IlkWHKMssLE6jKt/KW7s6uWVhQVJIcKJJefKHMbfg4BSez55VzO42L//73n70aiV7OnxoVYpk2dv0HAuP3jqPmg4fty8pGlQxcs7UTM6Zmjlo392+CI9/VMfOVg8727xY9WoMGuWoNbInglBM5PlNLVw7J3dcScz/7OwYMSHd44/wp4/quGVhITtbPdz9j42Ikszf76hmfpFj3OeoViq4dVHhuLc7HrR7QgQicQrTjCOuKJaXZySN/GUzs7l+fh7/80YNu9sPJkRVCoHr5uUlE2tqpYIrqnIQBPjx63v4x9pGMkxabAZ1ysCfRM6eks7FM7JIN2lJM2qISzL+cByDVsmi4jTW1vfy8pZWMs06zp6SPkjR9LXt7Xz35Z14wzEevKSCu5eVDtn/0To+E8EZ6cmPRkyUuP/ZbWxocHHNnFy0KgUxUea/Ligfl3GMxiWa+xLyqi9samFbs5v1DUPL6U40D98yhwsrs1ArhTGFV2RZ5nfv1vLrd0auhNH3N/oMYNAoefLOhcwpOLqRdiebum4/l/1uFRXZZq6bl8fNCwqG/exlWWZfpx+TTkWaUcPeDh+ra3v4+Zs1yefMLbDx4ueXJm/HRIm3dnWyYmoG3391F02uIJ5QjGZXgED05K/4zjRyrDq+d0UlF00fv8bRX1bV8/buTj6uS5Rt59n1/PjqGUMcvxNBypMfA7Is8+q2Nv68qp4Lpjn51qXTyLLq+KCmizmHVOSMFY1KkexMfODiCh5fVQ8I7G7z4J+gZpWj4b+e2UZc2oLNoGFxSRqfXlrEglG8bkEQ+OSiglGN/OFdvcFoQibh8dvnn5LiYK3uEKGYyJYmN+WZZj65cPjXIAgCU7PMvLmrg688vYWrqnL50dXTeXNnO9tbvTgtWj4xL2/QNs9tbOZvaxp4Ym0DnlCc/V0+YqLMgiL7oE7iFMcXlULgs2cX85XzphyVBPVfV9fz0Ou7B93X4Qnz4b6ek2LkR+OMNvKSJLO2rpeV+7r7Z20aePjmuYMEzibiA1MpFdy7vJRef4SoKA3bAXmiGIgtugJR/rWjnX/taKck3ciF07OYkmnCqFWxvDwDvUaJKMmsq+/lR6/vGfdx3t3bxaW/W8VXzpvCrDzrpI+vQ+JCv6XZTUWWhatm5/DK1jb+s7Ody2Zls6w8Y8TtlEJioMt9F0zh3ic2c/WcPK6cLfPZs4oRBCGZlA7HRAKROIGIyL7ORBWW06Ily6JjQ0MfefbE9K+NJ8nYCwIUpxlJM2noC8aSMhenG/ML7fzkmplMzTr6+PjL/aMdD+W6eXl874rKYzm148IZHa6p6fAREyUqsy3HferLGzvbmZ1v561d7Tz0+p5J3SK+/tvnkWnW8e8d7Xz+yc0Tss8fXz2DTy4smLSefX1PgAdf3E5MlCnNMPLQVTPY3e7ls3/bQFyU+c7l07hxwVCVQFGS8YVjLPjJOywqSePi6Vns7fBxRVUO+7t8vLuniw31LsqcJqw6NcFoHEEQiEsS4ZhEJCZSe0ivgF6tpDTDyM7j3OiU70hIBasUiYtQpzdCmztErP97mWHSUpxhRJRkNjX2UZFlxqRVDdvBe6qRZ9dz+awcLpuZzYf7u7liVg75Dj172n1U5ljGtI/7n93GC5sPSnN87cJybqouGKS5fyI5IeEaQRAaAB8gAnFZlucLguAgMeS7iIQS5Q3DTYc6WRzLlXy8uIMx2j0hbltSTCQu89//2TNpBZ/+vb2dTy8t5pIZWeTajm5c2+F85+WdNLmCfKu/RHOyEYqKrK1LeNfnT3PS0BvgWy/uIBARiYoSP/7XHoxaFedPc6JTK/n4QC+/ersGg0bJR/t7kGT4aH8PH+3vAeDjut5BnvCWpsGrt+k5lmE7VkMxEa1aicOgwRU8evG2I5Ft1Q/bkTtAtz9Ctz+CSpGo3R8oHJiRY2Fvh2/SOClTnebENLNoHI1KiVWvZl+nb9hGswEGKmH+sPIAAH9YeYDPLC1mU6OLJ+9cNKbjLilN44XNLeTZ9dyysIA7lhZP2gHkEx2uWSHLcs8ht78JvCvL8k8FQfhm/+0HJviYpwQ3VRfQ5UvItd61rASVUhg0rGAy8fM3a7AbNcwrtOOeIENTmmEkzz55Qzat7hDXzs1leXkGl8/K4YOaLryhWDK85QvH+Z83arig0km3L8wPXttFlzeM06IbdtxdbZcfp1k7YlOTSaeiusiBICSS9L5IDF8ooU0DiVLMKU7TUTXXlTsTaqDuYIy6nqEdxXl2Pc3DyFMMR1xikMHc2eZlXqGNLU3uox7zZ1ArmJFnwx+O0eYJj2qQj4RVrxpS0DArz4o7OPYeGE2/emdL39idmeVTMzBrVTxwcQVXHIOW/IngeMfkrwLO6f/778AHnKFGHhjU/KBWKriyKpva7gC7j/PSfLwEoiJfeXrruAYrGDVKMi06ZFnGHYrhDsYw61TcXF3AZ5YU8eBLO8ixTl4jf0GlkwsqnUCiEWx/lx+LXs3ZUzKwGzWkmzSUZZr45J/WIQiJUN+MHMuwYZXKbAsalYAkJTzmHn+ElsNWQx2eMI29Qw3toReFJleQOQU2ev0R/BER1whKogB6jRKTVkWmWcOutoPluk6zlsI0I5G4iD8Sx6ZXo1QoCEbjR60Rv6nRjdOsxahVYdarUCBwoNs/ZKxjSbqRDLOWmCjR44/Q1N8JPD3XOmgVMTPXwr5OH06LDo1KQWNvcFgJB71aQeiQBsTpOZZhK9a2t3iYnW8bc+7riqocbl9SxCMfHGBrs5vZ+bYjbpNu0rLqm+dO2GDx48lEGnkZeEsQBBn4oyzLjwHOgUEhsiy3C4IwJIt52CDvCTydyc3FM7IIx0RqOnx8YUUZH+ztHPZHP1FYDZpxh13GYuC1KgWXzszm5uoCVEoBpSCwt8PLktL0ZE/B4x/Vsaa2l25fhOa+IGeVpY/Y+TkZUCoEbl9cxL3LE/XOT61rorbLz+Mf1dPhTRjGTLMWi17FVKeJVnd4UI27WadifYMLlUIgJspoVAqWl2fgD8cQBAFJlqkZQ9+EJB8M8+jUCkr7J5JtGcZ4zcy1sK3ZTfdhK4dOX+S4SCR0+iJwyH71agWz8qyYtAqi8cRM2JpOf3IloRASKptpRg172ge/9h2tiQvlwEUgzaihKN1IOBZHlBLvZ1SU2NbsoTzThEWvBgH2to/8HnZ4wywsdtAbiFDbNbI+EkC504wvHCfNqOGZDU1U5VnHlDs6FQw8TOz4vxxZltv6DfnbwJeAV2VZth3ynD5Zlkcsnp4MdfInmh5/hD+uPMDikjQeeGfi15wAACAASURBVHHHkB/pRKFXKynJMGLUqpAkmZgkgQxxST5qNUO7Qc2tiwr5oKabHa0ecqw6nr578aDqpM1NfVz7yJpB283Ot/H8IUNJJiN9gSjXPLKaUEwkFBVHHT5elmkcZEiK0gwIQIs71H8xUBOMijj7vVqrXkO7J0xfMIpVrybLqiUck9jT7sUfGbm8Vq9WUu40sW0YOY6RVhUnkupiB9tb3FTl2ajt8o84w+CYjlHkYEtzH1kWHS3u0JgckRk5Fg50+6nIsqAQhEE6/k6Llte+dBa1XX5qOnx8ZmnxhJ/zieCEJF5lWW7r/79LEISXgGqgc2DWqyAI2UBKu/QwEgO50/ncE5uxG46fZxCKiSMac6clsaQfLRF3OHq1kktnZPPxgV4i8YRhikty/xi7BO5glCmZJj78+goAdrd7UCsVfP/VXXjD8WMad3a8sRs1vP1fy3l9exsPvDC89r1GKTAz10Z9j58Ch4FChx4J6PSEqe0OoFcrKEozsvpAolmmsTeIUaPEZtTQ2h//7fJFaOgNUJphZGqWhU2NfUOayzLNWhaVpNHiCrJ5hBDEzjYvM3It7Gz1MjvfhlmnorE3SNMYY+9Hi1GjpDLHgoDAnnYv4ZiUzCOMpKd/LKxvcKEQEt+1+YVj6y0YuPhtaXZT6DgYMkw3aXjuniVkmnXs7/Tzxs4Obl1UOKk1k46GCTHygiAYAYUsy77+vy8EHgJeBW4Hftr//ysTcbzTjZm51oTH6Dk5TVKd3gid3giFaQYUgjBEj2U4QjGRrS1udrV5qe5vpuryRfjJv/eQ7zCQYdKwoaGPx2+bjzktcfEa8PDPm+Y8fi9mAlErFVwzJ49AROQ7L+8c9jlGrZIp/cv97a1ePKEYxelGzqvIpMmVMLILiuwoBYGYJBONiew47GIbE2UcRi1d3jAP3zKH+YUOXtrSwnt7u7hmTi7Xzs1jQ4OLT/15/YjnqlQI5Fj1PPapeeTYDMiyzOvb2/nS/21JPkejFNAoFRPajDdSXByY8LJkhQBTMk0EYyLNrtC4cwozcy3J0JBereTn11clv5Ml6UZ+fePsCT3fycJEefJO4KX+OJYKeEqW5TcEQdgAPCsIwmeBJuD6CTreacVIA7JPNI29QRRCwjsLHGYICh0G0kwaRFkGBLq84eTKQKUUePFzS/jL6nq2NLkpyzBRlWfnrrNLJ3VIZqyolcMbq6goE45JbGh0oVcrk2P3Hr11LtG4xF9W1dPSF8IViGLRqdnZ5sGkVQ0bWvm4rpeHb57DZbMSlRoXz8hm5b5uREmm2RXkrV2dmLWqQRr1h/KNi6ZyT38OYVNjH597YhPu0MGqlXKnibruAKKcCHnU9fiPab7u3AIb3b7IqFIdO1o8lGYYMevUxCWJ3W3ecVfkKPv19FVKgf1dfmo6x9+gVZVnpaUvRH1/P4LTouXPty8YJLf94pZWYqLE584pJRqX0KhO/e/tAGd0M9Rk4b29ndzxt8nzuovTjdT3BNCqBGbn25GR2dLkHlLx8OXzpnD9vDzyHQa6vGFe2drGpxYXTtp64dGIixIvbWllf5cfm0GNSavColMjI/OfHR28tbsz+Vy7Qc2MXCt9wSg2vZqvnF/OzFwr33ppBy9ubqUs08Qfbp1HmlHDL96uYWN9H75wFHv/ZC27QYPDqEGtUhAXZZpcAS6bmc2Prp456jm6AlF+8dZedrZ4cAVjg0r+SjOMvHv/OQC09AW54FcfDgr5qBTCoNr2dJOGkgxTolxCgAOjxNDz7Poh5YXZVi0d3si4ej2ORrqhNMNIbyB6TGWWs/NtNPYG6AvGmFtg4+Fb5g7qwN7a7OaHr+1iS5Mbu0HNlVU5/PCqGUd9vJNBSrtmknM8q2rGy+x8K619YeYX2omJ0oh12hlmLfcuL0nqfmRadNy1rOREnuqEIsoyT6xtZHe7d8jFTK0UqMgyo1Up0KqVfPncMs6aclDmQJJkvvvKTr55SQWNvUE2NfZx7xOb+OX1VXzv8ko6vWFe2NTCpoY+VEoFFoOKVft6GThKUZqBS2YMnjcbjMZp7Quh1yjJsydCCg6jhv++ZhabGvv4xKNrKEwzYDOoicYk9nb4+Nf2hARDnt3Apu+ezz3/2EQoJrK5qQ9BSIRWtCoFrkCUht4gPf6Dn+28QvsgIz+/0I4rGMWiU7G12YNerUSUZTRKBekmDTk2Pe2e8RUJbGjoY0qmCY1KgU6tRJJllIJANC5R1+PHHxGpyDJh0WtAToQEd7d7EY+yIH9GjoU0k5arqrK5cnYuzX2hRFL8kMqZmChx/R/W8OklRdj0ah68dNpxkwM+WaSM/CSgYISB1yeDmg4/MVGi2z/8D1ivVnLO1ETDUK8/isFxenyFtColCiGhQ2M3awbpwcdEmb0dPuYU2Liw0snCksHzON2hGFX5iSEQz9y9iBc2t/D8phau+v1qLqh08pXzpnDfBVNZ+tP3SDdpCEUkFpY4SDNq+mUD3Lxf00WXL4wvIrKzxcMLm1uSnnd1kYNLZmaRZzcQjMZZW9dLRZaJNKMWSQa9WmZGroU/rKzFqldz1pR0DBoVD15awaYmN5G4hE6tSHrR5U4TC/srYQbqzjc19rGw2EGXL4JRowQhURQwkJ8JxUSyLFoKHAYOdAdY059MHi+jzVG26FTs7Rh/OMZp0dLpTXxeWpWCqnwbnmCUvR1efnXjHK7sb1YqTjcO2VatVHDHWcWcV+Hk25eNXx77VOD0+IWe4tgMk6fK5HBFyUNRKgRWPbCCtJOkz3E8iYkSXb4oRemGYQ3NtGwLT965cFjFwnZPiO+8vJPr5+WhUiq4cUEBNy4o4On1TTzywQE6PGHMOhXnTcvkrV0duEMxPn9OGZ9aVIggwE//s5eV+7r56+qGYeUC1je4WN8wdEWVbY2TadGgUSjZ0epFrRT486o6ZhfYMGlVvF/TPUj2eIB9/XHtBUV2tjT1MZASWlfvIsuixapTYVQrcYdidPsiVBc7aOoNEoqJx1Uue7Qy1eHItur45Q1V9PijPPTaLqqLHDS4Aqyvd1HuNPH7T87joulZo+5DlmWeXNtEhydMdfHpaeRPn+zCKcy8Qvuk/4LlWHWJOPNpaOABNjS4aHWHMOuGL2OtyrOOKElblGbk8duGyirfVF3AzFwrs/KtFKYZ+eYlFWRadIRjEkatCrtRg1mnZkuTm32d/nHrwbR7wgTCIgatklm5FuYU2PnKeVMw9Q+0uHFB/rDe68HX3Eee3cD0flEuk0aJzaBha4uHDQ2u5MUpFI3T4Q3jCR19XHyi+d7llbz2pbMSTXd2PSu/voJHbp3HlVW5QGJFNn0MYmPNrhDhmDhokNDpRsrITxL+dNt8ciepHK9SIXDn2SUsH0Vu91RnSWk6y8szEBhaSVOVZ+Xz55QNu50oyRi1Ksqd5mTX65PrGrnq4VU8+OJ2vnXZtKSchUGT0DoBaOwNEI1LKAQ4d9r45awHQidGrYqV+3rY3uplfb2L1Qd68fQnKdNNWgodBqqLHJRlmphbYGNm7mDD19AbpLbLz6JiBw6TBrNOxaxcK0Ztoqt0IKRkO449HEfDn1fVs73FzZPrGtnV5iXen0eZ6jRz99nF7O/y84WntiCNcOEMx0S2Nbv5zN/WYzOouX1J0Qk8+xNLqrpmEvHK1la+8vTWk30aw3LPspLkkO/TlZa+IFqVgoffq6XVHeLiGdkoBLh0ZjayDE9vaGJ7i4cuXzihThmX2N3uZVl5Bh/u6+acqRn86bb5qJUJbZgmV5CKrMFGVZZl/ryqniuqcnBaEsY/Lkq8uq2Njw/0YtapcVq0vLqtjdIME8vKM3hyXSPxfqG0YFQkJiZkirt8EfJsOjq8kUGrgDSjhhm5VoLRONtaPEQPK9GdnmMhEhep7QqgVSmYkmkatlt22ZR0PKEovYEYyDKdvsiwmjInk2yrjh9cOZ2lZenJFcw/1zby3f6+hrfuWzYkkdrSF+SaR9bgCkQRJZnl5Rn8/Y7qE37uE0mquuYU4arZuexo8fRPkZpcHDrT8nRloIolz25Ierh5dj1ffGozq2t7R8xX9PQnaXe3eZPdkgaNaoiBh8Q0qTvPLqHdE+K9vZ1oVUqWlqVz7dw8rp2bmCIlyzJ2o4biNCMLih38/v391PccrMA6tJO0xR0e0lnaG4iycl/3iK9zV5uXZVPSSDNq2drcN6yBFwQ40B0YpHfktGiZ6jTz4f6eIc8/GSwsdvDXzywYEkYz939X5xTYyOxX9fygposn1zXR7gkRjIpJ+RCrXs1lswZXNp1unP6/3FOMr15QzrxCO09vaB71h3qiOHtKOt+/opKyzNOrrGw4ZFlmVW0Pv3irhkhcSr7/FVnmURPSA1w9J3fMx8q26skeQZVTEAQump6FVa+mtstHpkWXNPJVeVY6Duv09IbHFytXCLCtxYMnNHyiU6kQmF9oT5bPVmSZ8YZjhKIiH+7vYW6Bjc1NJ2+62QAbG/t4fVs7NyzIH3T/opI03r1/OaUZJkRJ5jfv7ONAlx+LTsWsvCz++XEjj35yLtXFDix69WknY3A4KSM/yTBpVVwyM5tLZmbzv+/u58UtrSj6vaoTiVal4P4Ly4edPH86EoqK3PWPjayqHeqlWkZIxg4wECZ47MM6JFmmMM1IocPAopK0QZ2Tsizzwb5uIjEpOWJxJAYUDp/e0ER9d4BZeVYsejWrRvCiBxrYxoIgCCPGqiHRPLT5kJWBUaOipsOXrOufLEZRlGR+/c4+Lp6ZNegzyrIelPT+wau7eGJdI/970xx0aiWzC2x8/pwylMd5EtxkImXkJzG3LS7isQ/ryLXruWi6k75gDG/oYPdfnsOAgoTS40QqIygEePLOhcwfZcD36cYbu9qHGPhcu550k4Z9XaPLAq9vcLGgyI4oJcrxBrz+iiwzz9yz+BCD3cyDLybEzvIdepZNyWBpWToZZi1z8m0IgsDHB3rJsekoTjfiCkRp7AkmYu92PYFInNn5ViQJtrceVKLc1+lHrRCw6tVjqoARJZlyp2WQGiMkLixTMk10esPJMYAA7lAUo1aZVMgMnsRB9IfT7gnz3Zd38tub5gz7+JfPm8LHdb1cOjP7uI/4nKykjPwkxmpQ86Xzyvhofw9//NR8zv3FB4Mm/XT0N4AUpxvo9IQJxsZn6ReXpCEICc9sXX0v0biEJCe6Wc8kAw8kVSEHmJZtJhZPaJiPhVhcotUTHhTW2dvhY/ZDb1GVZ+P6+XmsrDkYfmt2hdja7ObJdU1AohHIrFPT6g6hUSqw6FU4jBps/RcIlUIxqFa+MttCpzec7FKNyzJlmUaaXSF6/JEjasQEooNDNZlmLa5AZIhqpEIAs1bNgcjB792edg/VRQ78kRhNrtAgLf2TQVHayGWiGWYt//ryWWesgYeUkZ/0fHpJMTUdfp7d2Mw3Lp7KvU8MHaxd35OYICRKMqGoiE6tSKrtDXDD/DyumZOHOxilrifA5sY+fnzNjGRcuL4nQJpJw/de3snLW9vY2eoZJOB0OuMOJhKVDqOGKZkm3MEYe9sPhifGwu724cW3ZDmhjTLclKJDq1684XiyGSgqShg0KvZ1+rmo0smCIvsQr3t3uxerXs38QjvBqIjdoGbF1Aw+e3YJP3xtN39b0zDq+aabNCwsdiCTCCP1+KODunwHWFDkGCJtEZcgIorsbvdhN6iZX2Rn4xGapAZkIVr6QhOuM//y1lbuu6B8xMe1qlNPS2kiOeYSSkEQ8oF/AFmABDwmy/JvBUH4AXAXMOC+fEuW5X+Ptq8zvYRyJDzBGBf/9kP+9+Y5fLivmz99VD9qItCkVWHUKOn0JeSDf/aJWSw6rBV/JNbV9XLjY2u5Zk7uaSu9OoA3HOP1be389t19dHojYzJWI6FVCUTi4/st5Vh1tI0glzsz10qeXY87GOPjurFJCJw/LZM/3TYfXyTOdY+uSXa2DocgJAz4SDMESjOMOIwaNjb0DXuxs+gT1UM1HT48oRi5Nj25Nj3+SJxoXMSsV6MQBHr8EewGTfIiN6fAhlIQJkxnXqkQ+MnVM7ip+syZKjcco5VQTkQGJQ7cL8vyNGAR8AVBECr7H/u1LMuz+/+NauBTjEwgGmdugZ37n9vGDQvyeeDiqahGWX76I3HS+0vH7jyreMwGHqAi20K6ScM7uzuJxkRW7uuibZxjA08FREnmvqe38q2XdpBvN7CgyI5Vp8JpObqOXuMI3bBHy45WD19YUcYfbp035ia5d/Z08YWnNqNRKnjzq8v49Y1VFKcbWVKaxhdXDG7mkuXEsPG0YQa3lGWaONAdYMMIBh7AG4qzvt5FMBqnMttMrl1PU1+Q3e1eTBolkiQhShLpJm3SwM/IsSBJMhsb+8ifoKHu9y4vOeMN/JE4ZiMvy3K7LMub+//2AXuAsdeSpTgiOTY9v//kXH545XR+/fZ+Pr20+Ii1vbvavFRmW8at4GfVq/mf62aBACqlgmVTMka9oJyqfP25bby7t4vFpWkoFAIKQeBAdwBvKEZ1kYMxjPgchFmnYqLfpp+9sReLXsX/u3bmmM/n3zs6eGNnO9taPFwzJ4/3v3YOP756BgtLHNx5VjGz821oVQqsejWRmEhvIIogMGgqWW2Xn5JR5BAOJSbK7G73sb4+IYOgVgho1Eq0aiVbmz1s6vfYdWoFre4Q21o8OIyacevUDEdJupEvnTuFydTQORmZUPdDEIQiYA6wDlgKfFEQhNuAjSS8/SFrtDN1kPfRMK/Qzq/f2c+uNg+/uXE2doNm1Njr7nYvVWOYPH8451Y4Wfn1FSgUAi9ubuHcivG33U9mWvqCvLOnk2yrDgXw8WEhC0GAqlwrrmBszOPzGl0hqosdyfDFRPDR/h6e2dDMTdUFLC/P4IOasfVN/GFlHQ9cMhVPKEZdt5/PPbGJT8zL5zuXJxbYoiTT7g6hVSsxaVWolQJKhcC3X97Ji5tbKHQYsBo0g5L8YyUmyQiCwLp6Fw6jhrJME+vrXczIsSZDNAUOw7A5ivGQbtLyyK1zaekL8seVdfz8+qpj2t/pzIQVvAqCYAJeAL4qy7IXeBQoBWYD7cAvh9tOluXHZFmeL8vy/IyM01cbZSIw69S8cO9inljbiCsQ5ftXVPK1C0dOOAHkj1PG2BWIsr3FjS8cQ5ZlLp2ZfVrVFMdFidv+vB5ZBgGIiEMrkkRZZmuLhzZ3kIXFjjGvZNbXu5iebaEqz4pGpSDTrGVq1rE1kT21PlF98+fbF3Bh5djGJu7t8PHHD+qo+uFbXPPIGvLsBn7/fi1XPryKl7e0olQI5DkMZJi16DVKVEoFgiDw7Uun8a1LplHfExzXvN/DCffniyIxkXBUZF6hnT3tBwsB6nr8VOUNTeoXpRnGNJHpE3PzePu+ZVRkWfjdu7XMOY3FxSaCiZrxqiZh4J+UZflFAFmWOw95/E/A6xNxrOOJKxDFblAPUROcTKiUCh66akayIeULK8rY1NjH+yN4eWMdYyZJMn9b04BJp6IvEOXdvV0gw/RcC189b/QLyanEmgO91PUEmFdoJy5KwyZalf2ff1xKyO8WOvSoVUpqR9FCL3AYsOhVrOlPkuba9DjNWjY3u5nqNKNRKdjROrQcc+oRBlREYhK/fnsf911Qzi0LCwZNqBqNtfUuTFoVOTYdOnXiO7C9xcPXntvG7HwbRcOEY4xaFbctKaKm05cs7Twa6rr9TM+x8PWLpvL3NQ24AtFB4yS9oTj+SByVQiDPnkjY1vX4aegN4jBoCClEQoc8X6kQuHxWNudMzWBRSdqgTuHLZmWztCz9qM/1TOCYjbyQsIh/BvbIsvyrQ+7PlmW5vf/mNcDwk5AnEY5+xb3WvgCiKFOcYTrZpzQsh3YcCoLAlbNzRjTyz21s4bNnFQ+5/9VtbTy3sRlPKMYPrpzO3AI7dxzyvHuWl9IXiPLLt2u45pHV3LKwgOvm5U0q7fujYUN9L3MLbEiyTGwYLx4YIvnb6Eoknqv7B22ED+lH0KgUzM63sqF+cJKy1R1K6qbUdCaaqYrTjVj1ara1uJNj8wYeG42aTh93nl1MRZYFg0Y55mYkfyTOvk7/oM/s5uqCYQ38oXzp3Cm09IUoTjfy7t5Oml1jT7z/8voqLpuVnRwBGYqKfPGpoWW/B7oDlDtN6NVKWt0hdGoVghDBHYryxRVl3La4kF++vY+SdBPXzs0dUeL6SHrxKSYmXLMU+BRwriAIW/v/XQr8jyAIOwRB2A6sAO6bgGMdd5QKgQKHEYNWxZ8noVDYcPhHSWI9/N5+Or1Dy/R++84+PtrfgyzDnBHi9najhh9dNYMvrCij2x/h+U0tuPwRnt3YzBNrG9nbMVTYarJzy6JCNje52dLkZnf78AY2NIIRXV/voizDRHZ/23xFlhmnRcv6+uGrUHa2edCqDq4K63sCbG12k2vTs7DYMWjO6JEIRkWyrDqeumsR6aaxXWjVSoFZuVZa+xJ5hVsWFvC9KyqPsFVCFuDvd1TzgyunUzpGR8eqV3Pf+eVcNTtn0Izfi6ZncdthMr5WvTqhG6NTsafD1z+KMEKOVc/3r5jOf104FYmEtEZRuuG0nWFwojhmT16W5VUwjAg3nNIlk1a9eswx0JPNrYsKSTNpeeCF7fgOM/h9wRhfeXoLX1hRRrZVz642D2/t6uRAdwCdSsGy8vRRw1MtfSHKMhPelDcUZ219Ly9vaaHJFUL4EK6bm8+955Tw8YFeFhQ5Jr1aZYZJO2So9eGMJvi1s81LtlU3pqHUA6PyDqelL0Q0Lg3bfDQSL29p5Z7lpczOt/GFFWX88LXdQ55j1qmoyDKjEBLVQtub+5LyBzNyLdy8oGDcujPpYzCwaUYNz9yzmLLMoRcEhULgm5dUsKa2N7lqmdKfjB34e3+XH6NGSbZVR0lGYpWxrs7FmgO9fPkIocK+QJQ2T4jSDNMpOUD+RDC5f5EnEZ1aOe6k5clCEAQunZnNuRWZrK7t4b//vWeQcVlb52Jt3frk7dIMI7PyrBg1Sm6Ynz/cLpNYdGp2t3spjhixGtQsL89gxdRMarv8VPZP3omJEtlWPSrl5M1lHMqRUi7dRzC+7Z4wWRbdqM+BgyJjwyGNs+zv3zvbcVp0XD0nl08uLOS9vV24AlG0KgXBqEhfMIpaqRh04ZmWbWZPu49bFhbwxRVl41o5DDC3wM7zm1pGfLwq38bvbppN4SjSAlqVkpur8/lB/4Xp0ES+VqUgx6bDG4zR5g7x6AcHmJlr5YqqHK7on806Gs9sbOan/9nLe/cvp2SShldPNpNDTi7FhKBTKzlvmpO371vOs/cs5vbFhTiMGjQqBWdPSceiS1zT1cpEe7lVrybNpCEmSrS5Q0TiQ8MUVoOai6YfVPnTqZVoVIqkgR/Y39Qs8ynRPr69xcOcAjvVRQ4yzMN7qZG4NGyT0ABGjZLmvtFLK7Uqxaj12+PpXyjNMLKt2cOfPqpDlmU0KgXfv6KSNneIzU1u9nb46PRGaDlEf0enVvDFFWVs+96F/OTqGUdl4CHRoTocWpWiv8N23qgGfgBXIIrDqOE3N86mpS9EUVrCgdrZ5qXNHcYfFcmzG6jt8vON57cPkVMeie0tbtJNGrQpL35EUp78aYhCIVBd7KC62MF3L68kFBMx69S4AlG+8fw23tnTBSSGS8x56G1kGWQSS+df3lDF9JzTU7MmJkr8dU1DMlSQbdVSmW3BrFMRl6T+hKqMLENNx8F4fa5NT5pRg1IBCoUCXzg2qmQAwKw864jhnDSjBr1aSV9wbPX06SYtnZ4wNR1evvH8dr5/5XT0GtWw2+vVSs6eks4N8/M5fwLCjRVZZi6ensUbuzoG3X/fBeXcu3zsMtT3XVDOF84tQ6tSsuZAD69vaxvynG0tfUTiMq5glP96ditP3bXoiPttdYe5ubpg0o7OnAykjPxpjkqpwNwfh3UYNfz2ptk8+kEddT1+urwJbRtZToQWNje58Y4wSOJ0QKUQMGmUTMk0IckyB7oD5NkNQwS4DqW6yMH6/iHfuTYdre6Eh1maYUSnVrC7baiQmVo5ul57cbpxXNotaoVAullLqzvEqtoevv7cNn589QzKnabkxcaqV3Pt3Fw+e1ZxcsLVRCAIAveeUzrEyI+34UsQhORKb3qOhX0dfra2JBqiZuVZicRENCoFaqUCvVrJmgO9+MKxEQerD/DzT8zkN+/u56tPb+GOs4qZlTf+5r/TnZSRP8MwatV87aKpAHR4wuzt8PDNF3cmY/iFaUc2EJIkE4yJyWEZpwqCIDAj10pDr5+YCFOdwrCVR5Aw1CatapC8r0mrpjRDSacnTIcnTCAqUpxuQKlQ4DBq6PCEiYsSoiyj16qw6JR4w0NDYONpLlMrBep7g8kxfO2eMB3eDnQqBedXOpmTb+fec0rJt+tRHadhHtOyzRg1ykG17scidXH9/Hxe3dbO726ew7+2t9Hjj7C95eDKaG6/oqo7eGQjH4iKXD4rh3mFdtYc6EGvVjLlCL0HZxqpmPwZTJZVxzlTnfz4qhkYtUosOlWyPHA44qLErjYP33xxO6v2d/P792vZdozt6SeaS2dmE5cSAl11PQGaXCEKHAZyrDrmFx7snKzKtw0Jh7T0BTFrVczItSQNXn1PYhbs+noXTa4gbZ4wnd4IDd0BSjOGNzYtfcFhy9EGUAgkz2VmrnXQnFVInPvKfd0sn5LBz66bRXG6EYUgsLfDy6tbW/nG89uO4p0ZGa1KyZfPmzLovsWlYxe9OxyNUoFGKbCo2MEfPzWfzyw52J9RXWRnT4ePfId+xJzJANG4xJwCOwuK7Kyu7eH8CicPvb571FXUmcip5YqlOC6cX+lkWpaFDm+YzU1u5hUObRPv9IY5/5cr8UXilDtNeENx3tjVwS/equH2xUWIksyVs3N4Z3cn3nCcJaVpVOZYxlxnfaKwGzU8c/civvR/W9nUJGNQK+jyWOPTuwAAIABJREFUhgnHpf/f3pvHt1Ve+f/vR/tiW5bXeLeTOAvZnJ0tlEDYS1OWFloKtHTKtFO+ne4thfm1v2lnuk/b+dLCCxg6lJbSlaWUUtYUCGTfFyexE+/7Ilm2dun5/iHZkW3JdmI7kp3n/XrpZeneK92j66tzn3uecz6H3PRIo+o0o24oV355sS2itW81MCfDxLZTPRSPo6AoiMxx6ONUG6dFZQSqSjI53u6iPMfC4ZZI/N9q0GI2aCmxWzjZ1c/6iqyEYR2rScdX/niAD64s4lCzk8MtTtr7fGRbDRRPQ1bY3ReX89AbNbh8QfIzjORPILsoERohmJebRl70M25YXoDTE+CVI+3sqe/ltjUlfPHqBWOmREop+cv+Fm5ZXYxOo6Gua4CXDrVx72Vzz1hcbrajnLwCgMfvXsNrRzv47ktH+cJVC9AIwZbjHaQZdNxzSTn/940TuHxB0k06XN4gFmPkByglQyJpT22rH/q85/c186t71kEKyhFpNBp+ensVOq3gtSPtLJqTzr5GB61O71DuukmnId2kw6jT4PIGcXmDODwBLPqIJk1Tb+Iq0GXFNnyBMIdjZAyyLAaK7CbCMqIQmptuZEmRjV11PSwpzMCk09I14KPD5eNQi5NASCJE4iycxh4Pa8vt/GZb/VATDrtFz4AvOC31HSa9lquW5POX/S18+eqFPL+vhY+sK0nYjHwsWvu8VLe5aHV6KLCZEUJwx4VlNPS6uWxBbtwK7ViklPz9cDtXLYl8T7vVQL7NxA3LC9ha08WWY51snGWiepNh0k1DphLVNCS5SCl59Ug779Z2s+VYB8999hJ+saWWHad6hqkGrqtI3GwiliWFGVy+MJcvXrUwJUXOXjncxr1P7WZxQTppBh0D/uCoKth1FXZ2nIqMphfmp9Pr9uPyBhM2bTHqBOkmPV39ftZEhbly040YdJphGTkCWFtuZ0eCDJxCmwkEtDjGTiUURI6zxajD6fZzqsvNO1/bODRKnkqc7gBbjnewuaqIjT/aQlVJ5lk1lqnt7OffnjtEVUkmX7120dDyUFhO6DwJhMIIGJqDCIcl//b8Idr7fLx5rINbVxXz/VuXn7FdM5npbhqimCUIIbh6yRy+9YElPHnPOmxmPfdeNndU05CmXjdry+1xwzqxmPVafv5mLQ+9UZOSmt9XXZDPjz60Aq1GsK/JMVQLEEtdV2w+vERAXM2bNKOW9RVZrCi209UfGVlrNQJvMExdt3tUyqUEdtT1sq4ifi/dFqc3Wp079neQRFQnvf4Qx9r7+fDa4mlx8BCpmdhcFWkVUWAzUds5dhppIublpvHwx1az41QPLx86nbUz0YHA3w+3DatY7vMG+Mi6Uq5ekk9+upGlRRljvPv8Q43kFeNyx+Pb2FoTvwVdcaaZwkzzsCwUiIxobWbDUPjj9nUlBEOSsJRcPC+H98eIWCWbxh43X/z9Po62usjPMA6rFi7PtlDX7WZFSSZ3ri9lZWkmdquR4+0u7vyf7QRCkd/PojnpVMfk1msE0f6pY+9brxVUlWQmzKnfMD+Ht2u6Er5fCKgqzmRvo4MMk443v3z5OdF6aexxYzZoJyR7MMjxdhc6jaA0y4JOq+EHL1ez41QPq0rtfOOGxeO+X0rJMzsbuP/Ph7h5ZRGfu7JymNia0xPgD7sa+eSlFSmtJDsdjDWSV05eMS6f+OWOhCqXwDAdl3SjDk8gxPxoLrrDHcBq1EUrasMsLczgUEsfK4pt/O8967CniKqlPxjmia2n6Or3saEylzVldsJScqLDRSAoWVeRNcpxPLyllp11PawosfH426dG6QYV281DsfsVJTYCwTB6rYZ+X5BMi4H2Pi9NvR40wJryLMJI9jc6hi4cy4psHGvro6rETnVbH33eiDyv2aDFbjGQbdXT4vDSHr2QPvKxVVy7dOyOYcnkbwdb+ezTe7hheSE/+fAKtp/q4Y7HtwPw9lc3jikjEg5Lvve3arad6iYYkliNWh6/e+2Y0hHnE2M5+WmfeBVCXAv8DNACj0spvzfd+1RMHaGwHOW8RhJ761yWbaGue2BoVFtkN9M94CMv3Uhjr4e6rgGEiNyaf/elo/zg1tTo6GPQaeJWcK4qjR9OAfjM5fP4DJH3bKjM5eZfvDtsfYZJx9xcK+lGHQJGxPtP3y2EYehOaGWJjUBI0u8L0uny4g9JdtT1kGUxsLrMTpfLS5pJz5GWPhpibp6+dNWClHbwANctK+Cxu9Zw71O7cXkD/OS2KlaWZrK3wRFXUmOQFoeHJ945xePvnGJtuZ1Dzb28d/+VysFPkGl18kIILfBz4CqgCdgphHhBSjlaQk+Rckgp+cyvdydM49NrBRaDjkAwjEZAWEacpTdmUtKs19Lc62F5kY3CTHOkI5OAuq4BTnYN8NV+3xnd8qcqmWY96yuy0GsFIAiEwngCISwawfGO/vHjNlEcniCnYtruDao09rj99NRHYv2ry4xDVbYGrYb7r1/Ex0fI+aYqVy7O57s3LeOB5w5y39N7eP/yAgxaDQ9vOcmPPzz8gn+iw0VTr4dP/HInEKnrGLxjfPlQG3fH+c5SRtoPDmbuKKZ/JL8OqJFSngQQQjwDbAaUk58B/PfrJ3B6Apj1GjyB0ZONZdlWWh0ejrT2sa48izBwot1FMGbTnn4f+elG3kkQ099yrJNbVxdP0zc4d9R29iOBE+0Rh7yy1M6BpkgK5fy8tDG7Sg3n9MUgP8M4pAUfjwX5aTz00VUsmGEVnh9eW8Ku+h5+v6uJrTXd3La2hA9WDVec7HT5uPdXu8m2Ru5gnG4/3pgT6+0TXdyyuphXj7RxpKWPipw0+n0BlhbZuHheDr/d3oBBp+G+KypH7v68Y7qdfBHQGPO6CVgfu4Fq5J2aVLf18dPXTyBlRKd8QZaFNKOOPQ2nUykzTDpqokVD2xKkVPaMIcKl0wiOt7t4o7qd9RXZKa9FPxbbT/YMSyuNrbqcqPxDbpqRUzHZPKVZlgQTsoKlRRn89lMXjlv2n6p85vL5/ON4J+19Pn63s5HLFwwvqNCISJOVUwmaiX//lmX4g2E0QvClqxfiC4TxBUNDmUUry+wsiSqlSik52uoiy2pgzhgV3bOV6U6hjDfFPey+VTXyTk2eeq9+KMLg8gZxuAMcaHKwpvx02uTeSUoaBMOSR986yVf/eJBl3/o7H/z5Vn67oyEl0y3Ho657uDMalCIuyTLT2DO2LPEg5dkWLl+Qy8L8dOblWvH6Q0NNNGIxaDU8fMfqGevgISLS9p83LRt6/cO/H8PtPz33k51mTKhy+c/vm4vdYuCN6g5+/mYN//KbPbxxrH1Y6ujlC3LJNEcm9Z98t46PPr6NC7/7+lDaZ78vyLE213khgTDdQ6cmILYrRTEwWmNUkXJsqMzhzeoO2vq8LCm00dXvJRiGQ01OVpVmEgxJdFoxbGR/tnT1R7JD9jU62Nfo4GRnP+kmPRfNy8as17Ig2gg7lfm391/AzrpeCmwmjFFbIzIDRhp7JnaMzAYtIEf1fV1dlkl9t5uufj8lWWZ++KHlU6o0mSyuWJTHpsX5vHa0nZNdA3zqV7v4zgeXURFNi7zzojL+sKsRhycwrPL3miVz0GgErxxuIxCStDm9XBdn0nlvQy/ZaQbuvricnHQj//f1Gt6r7abPE+Ce/91JrzvAvFwr719eyMZFeawotiVMvdzf6OCCwowz7qyVCky3k98JVAohKoBm4Hbgo9O8T8UU0Ozw0OL0sr4ia5gUrzcYHnLsl1XmTMu+H3s72lv31cifsmwLP7hlOevnnr0o1nRTlm3lqU+u4/svVw/VFKSbdLQ5J94E2xcMx52f3V3vYH5eGh5/iH+6dO6scPAQKb776e1V3PKLdznW7mJrTTfVrX1DTr4o08zuf7uKmg4XRp2W5/c1U9/tHgrD3LC8gNrOAf52sJWtNV1cuTgic/DK4TYWF2QggfpuNzazgY0L83j9aAe/2d5AQ/fAkMBcbecAT7xzip+9foLKvDSuWTKHT1xSPqrWYEF+Gn/e08QHVhRFL8Yzh2nPk4829f4pkRTKJ6SU/5FoW5Unnxr4giHWfuc1SrIsNPa6R2nMrym309zroXWC3XumAoNWw/+5Yj4XzctmTXnitMZk8/KhVp7Z2Uh3vw+XN0hd98RCNRBRYEwkcwBw0dwsfvmJdSlTRDZVON0BvvWXwzy7t5nnPnsJVQkay49kd30Prx3t4Nolc3jy3Tr+awISC/5giKOtLp7b18zvdjbi9odGySgXZZp59YuXYTHoCIcjTUy2neymscfNnReVE5YybnV0MlHFUIozJlEBlN2ix+EOjGqUca4QAnY/eBVZY7TnSybhsORTT+2iOyptoNeKcRt+D7KixMb+RmfC9fdeNpdvXD9+ZehMRErJa0fa2VrbhdWo4yPrSim2W3B6Agnz4QfTVDNMenzB0ITaTz6/r3lImuHZvU184Xf7sRi0uP3D8/SLMs3866ZKTHotrx5p57qlc7hu6RyEELx+tJ1Mi55VpfaUqaxNajGUYmbyyJ2r+fgTO3nv5PDUx3m5aWfU1WiqkTISax28NU81NBrBRXOz+c5fjwKRCuDBC+OqMjtajeBAo2NYOuAg+xudQxXB8XjqvXq+eNXYErwzFSEE71uYhycY5tfv1fPqkXY0QlDXPUBOmpGf3lbFooKMYZlKeq1mKEY+0f7C1y87HbvPS49M1MYOWAw6DUadhmaHh3m5aawus/OBEQ3Fr1ycT++An2PtLjJMejLM+pRuoJO6limSilGn5T9uWso1P31rqMweSAmt7rkpplE/kljRMZcvSJZVj8WgZXf04jg3x8rJEamBeq1gZakdjYD5eVZqOkanDpr0mhk58TdRDDoNH1hROORU3f4g20/10NDtZnd9L09tq+fLVy+ke8DPm9Ud3LyqiK013djMegozTawstbPjVDeHmvv44MqiuHd7scevxeHhkY+t5u+H23h2bzNpRh3vfG0jFoOOr//pAB99bBt//dwG5ueNPt/sVgN2qwEpJfsaHZHm9gUZKTOyj0U5eUVC5uamccuqYp7ZebrU4UCTk9Vldvq8AdocHly+yG3u/Dwr3kB4TJ31qeCO9aWUT6BFYTLxjxil9wwMrxWIF8+1mfXD8uxXldqQUgxLU+11B/jboVbev7xw1PtnIxaDjo0LR+vCF2WaqSrJpLqtD42ITMACPPjcQVaW2rnjwtIJjew/tCaS+Hf1BXl87dpFeAMhMqNaSt+5aSl93iAf/PlWfnJbFZsW58V14EII8jJMnOocoMXhoSgFJ8Vn77BAMSX8y+Xzo6X6EXzBMLvreznR3k9lfjpVxRksL7JR0zFA4TSXkd+6uphvb16akqOlWFaXjS3DrNFE2vuVZZmHCklG3u7XdXtwuP1Drw1awbxcK7/f2cj5jiYqSbxoTsawaulvXL+YW1YVx3XwTb3uhA1YNBoNNrMeR0xzcotBx+N3r2H7N67EatDS70us31SUaebSyhw6XL6UrPFQTl4xJqXZFu5YXxZ33Z4GB3qdlgPRDki9bj+506RDMyfDxLc+sGToB57KSMmYglt7GhzsbXTQ2OuhMj+NNWV2Msx6Fs05LU9gt+iRREb483KtmA06ajsH2F3fO6YjqelwJVw3G4ltXm4xxA9MHGp28vy+Fm7+xVZ+/mYNT75bx96G4fNKW4518OhbtaPeazXquHh+zoQKz1am0ERsLCpcoxiXL1y1gBf2t9Az4B+1ThNzUp+I6rMsyE/DotdR29U/roLlRLAYtDz1yXUpPbkVy8/frOFQc/zJU4jE7N2+IIda+oaaiRh1GlbEpA5mpxmp7xogEAoP07cf8Ifwh8JxR6uNPW7u/J8dvP3VjcOc3/nM0dY+bnzonaH6g/1NTvIzjPz+ny8att3BZicvHWyja5YI5sWizgTFuNjMejYkKHwKxumSdLy9n31NDuZP0QRpWbaVyhkiwhUOSx5/59SY27g8gVEZNL5gmB2neijNMrO+IguPP0hJloWyOPMPjjh6QG5/kLuf2EGr0zvt8yKpTE1HP3c9sYO7n9hBV7+Pb794ZFSB2T2XVFCWPVwuYrCd44/+fuysO16NxOUNpET4ZmYMjSbARPtDKs6OH966grIsC4/84yT+GMc+2PkpHqEpOsHjXUhSlb2NvTg9iUXZAMIJjsvignSyrAYONjnp8waZn5dGT//w41uaZSE7JmskHJbsaejlwecOcbJrgEKbiaZez7COSecL3f0+bn9025BMxprvvBZ3u5cOtrKiJJMLYyqoB/9nz+xsREqmpEfsiY5+KrKt2CdQ0zEokTwdzJqR/MiMBsXUYtBp+OLVC3nlC5dx08oiBq+nY8UqD7f0MSfDxKrSiVUwJiLeaDZVOdHezwUFGWRaEh8Xs0E3Srlvbbmdmo7+iCSCgKqSTOq7B8iKCR2sr8jisbvWDIVipJTc9Iut3PrIe0NNWgqik4DnG3/c3cSX/7B/yMGPxf4mJ7c/uo1vPHuQVqcHbyDE60c7hta/e7JrmFja2bKq1J6w4XssXf0+XjzQOun9JWLWjORnmp7ETKU8x8pPbqvi4nnZ/GFXI/VjlO2HwpK2Pi8D/iAGrcAfOruR/fqK1NWsGUmR3cyR1j50GtBrBGEpCUmozE/DbjZg0Al0Gg0Xz8smLCU6rQZfIDRMzqDPE8Sg0xAISWo6+slJM/L43WtGlfv3eYLsbxpeIZsorDabCYTC/OdLR+POGY3F09sb+NvBVubYzMPuvhp7POxvdHLRvMmfd4WZY2ec7W908Hp1B1+8asGk95WIWePkFeeWD60p4dUj7QBDPUZjMWgFJVkW9FoNDrd/UhOw71s4cySoL52fww3LC/jrgVZiaylPRCdY15bbeafudBXx4oJ0qltHZ8QM3pkuKczg8bvXxO1yZLPoWZCfNjR5C7ApRSuBpwspJQ8+e+iMHfwgve4AvXHmOB5/+yTFdvOYfWenghUlmcMm3KeDWROuUZx78jNMccvzITJZWtsZ6fU6cpLrTLh+2Rwq41QcpipCCD61YW7C9SPD8UdbXSwvtmHRD/8pBsOR4/rIx1YnbGPnC4aGhQPm5lqHFBpnMy0OD68cbuPTT+3m0u+/ye92TX3twOvVHVz1k3/w98NtZ/ze7Se7OdaWOqmsk3LyQogfCiGqhRAHhBDPCiEyo8vLhRAeIcS+6OORqTFXkUrotIIT7S4sBi1WgxajToMQkY5RsWX7jnEmIsfiX69ckJK5x2NRVZLJdUvnjFpuM+uHTVoPsr/JyZIi29CE6rKijKEUzD/ubkq4n/955xSNPaczad6/rGDGHaszodnh4St/2M/F33uDe5/azcuH22h2TF8mkTcQ5ut/OsDAGIVQ8VhdZufPe5t48UBqtM6Y7Ej+VWCplHI5cBy4P2ZdrZSyKvr49CT3o0hBmns9eAJhlhZmkJNmICwlC/LS0GoEpVmnR581Hf0U2kysm6BEsEmvYVmRjZ/ctoKFc2ZG6uRIvnLNwlHLFs1JH+r7OpJQWGLSCQpsRnwxd0dba7oS7qN2hL7NVReMvrDMFlzeANf99C3+MMZFbzrodQe4+RfvUpegDWE8dFoN91+3mEVzMmZ+CqWU8pWYl9uAWydnjmImMTjp6vQGqY+OKI9F48O+QIi15XaOtbno8wZpcXoJSTmmnO668ixuXlXEzauKU74T1HjYLROXQl5bbh8mR1xiPx3eGiv9buOiXP60J+L08tKNszpUcyCaVpoMjrW7+K9Xj/PDDy2fsNolEFfYLBlM5cTrPcDvYl5XCCH2An3Ag1LKt6dwX4okEwpLTnUPkJNmiBt/dAfC7KzrJcOsG+ouNdgOLx7f3ryEj11YNmvCDXargUKbiZaYxio6rUAjICwj+e4NPW5Wl9nZN6JXbjAcpijTzKc2VHDrmpKRHz3EhXOzuXheNt39fj53ZeWMkHw4W0rsFvRaMUwR9Vzywv4W+rwBfvnxtTPuHB3XyQshXgPi3Qc+IKV8PrrNA0AQ+E10XStQKqXsFkKsBp4TQiyRUo6q9RZC3AvcC1BaWnp230JxzulwefEHw+OOuPs8Qbwxk4PpJh3LimwcbD49mr9yUR53XlQ+XaYmjfctzOW3O05PCgZDkgX56WREFSdtZt2Q/PAgFTlWBPDp980d95jkpBl5+lMXTmshTarQ7vKSZTXQ3jd+Hvx0seVYJ8fb+2dcCHFcJy+l3DTWeiHE3cD7gStlNAAlpfQBvujz3UKIWmABMKrtk5TyUeBRiHSGOtMvoEgObdERarHdQotj/DaAa8rtaIXAHwzT7BieWz9bK5WvWTJnmJMHhoqWAJye0eGHVocHq1FLbvrE9VNmu4MHWF5sG6aTlCy6+n0sZGY5+clm11wLfA34gJTSHbM8VwihjT6fC1QCJyezL0Vq8dzeZsqzLeyM0UBPxP4mJ7vqeiNdnRodo/TVZ2tu9+UL8/jatQtZW25njs2Edwxlysq8NNKMWrzBMK0Ob0r3sU0GRp2Wuy8uT7YZvH0i8UR4qjLZ2a2HgHTg1RGpkpcBB4QQ+4E/Ap+WUo7vDRQzhu4BP3nppgn3er1kXjY76kafAv982Vw+vDZx3Hmm8/GLK2ju9dDm9CaccJ6fl0azw0NplpWcNCMvfu7SWaeEOBV87ML4ktfnkjVj9AlIVSbl5KWU86WUJSNTJaWUf5JSLpFSrpBSrpJS/mVqzFWkCqe6BiasF1SWZea9k92sK88aFoZYmJ/O5zdNXzl3KmA2aPnmB5aMuU1NRz9pRh3H2l384NZlCYufznfSjLoxm7GcCxYVzKxQDShZA8VZkmU10DmGAmUsuRkm6ns87KjrwWrQsrQwA7vVwEMfWXVeaA5tWpxPfoZxzElDlzfIY3et5opFszN0NVV8YEXhqMnqWCwGLVcuzicnzcBlC3JZWZKJ2aDltSMdvFPTyR93N511hs6yIhtF42jRpCLKySvOGCkltR39FNkndsLHzqsO+EPkphv5981LsY2h1DjbGNl5TqsRhMKSLKuByxfm8tmN85mX4g3Kk42UclhW1iBCROQiblhWwPdvXR63ucwNywu4YXkBpVlWvv9yNXNzrRi0mmET4WNRlGnm159cPyMnuZWTV5wxu+p7aXF6KZ6geNPcnDSWFNjYVd+LViP40tULp134KZXQagTfu3kZv9xax1UX5HPFojwKM814AyFMeu2szS6aaqSEQpsJq0GLTqvhny6t4K6LyjHqNfiCYdKNunFrBT5z+TxqO/u597K5/J+n90543/+6qXJKBiUdfV58wfA5Pf9FKpTdDrJmzRq5a9eoLEtFinHf03t48UAr8/Os1HRMrNz7lx9fy8ZFedNsmeJ8YbK1AS5vgIYeN///C0fiJgTEUp5t4eXPX4ZJP/nQopSSL//hAHdfXMby4qlTnxRC7JZSrom3bmbXjivOOXVdA7xyuJ2qkswJO3iA5/Y1T6NVivONyYZN0k16lhTaeOyuNYx3I3Xl4vwpcfAQsft7tyzjj7ubeLf23KRjqnCN4ox4o7oDfyhMaGSQeQyWF9v4xvWLp9EqheLssFn0/OS2Kp7e3sDBZieFmWY0ItKn+OZVRWxanM+a8qnN6NFHO3t96ff7uXxhHvNyrfzTGPLUk0U5ecUZUZ4TiSVqxxlJ/fdHVlKUaaYo08wcm+lcmKZQnBWbq4rYXFWENxAiLCV6rYYjLX3T1syjodvN3w610eny0TvgZ+OGimnZzyAqXKM4I17c34pOIzjcOjrLQSNApxFoNYJL5mWzusyuHLxixmDSa7EYdLQ6vCwvttHd7zujO9aJUNPhoiTLzH/etAyLQcvXr1s07VlVaiSvOCOOtPYhgXCck399RTYPfXQlWo0g8wykdhWKVOLfXzzMzrpenJ4Ab39145RlwjQ7PHzokffITjPy7c1L+J+711Kec/Zd0yaKGskrJozHH+J9C3JZW2YflfcNsKOuh19vayDDdP7kvytmH/+0YS5OT4BL5mdTPMFakPHo6vdx39N76PMGuW/jfC6alzMljcInghrJKyZMIBzmqgvyeeztk5RlmYcahQxyx/pS/nVTZZKsUyimhgvnZvPS5zawID9t0lk8TneA/323jie2nsKk13D/dYvYXFU4RZZODOXkFRNmW2039z61G4A0kx6IOHmDTsMnL6045yevQjFdXDAFXbZaHB4+8ti2oQ5q/765is1VRZP+3DNFOXnFhPAGQjz+9ikgUkbe0HNaE35JYQZf2LRgxrfsUyimku5+P9csmcP2k93csLyAG5cnZxA0WT35bwkhmqMyw/uEENfHrLtfCFEjhDgmhLhm8qYqkolJr2VVVAFwZUkmrph+m3sbHGz80RZ6B/zJMk+hSDmWRetDnr/vUu69bF7S2jNOxUj+J1LKH8UuEEJcANwOLAEKgdeEEAuklIm7JihSmoZuN4/8oxatRozSkM+2GvjeLcvGbDqtmBkM+IK8faKLi+ZlYzOrCfTZwHTdX28GnpFS+qSUp4AaYN007UtxDhicf1pSmMHehtONp3PSDPzHTcvYUJmbJMsUU4k/GKa9z4vHr8Zjs4WpcPL3CSEOCCGeEEIM1v8WAbHNLZuiy0YhhLhXCLFLCLGrs7NzCsxRTAfFdjML89M52trHupjWdF+5ZiHXLo3X5z3S7PtQs5PtJ7vPlZmKSWK3Grj74nJVxDaLGNfJCyFeE0IcivPYDDwMzAOqgFbgx4Nvi/NRcUvHpJSPSinXSCnX5Oaq0WCqIoTgisURFcmjbX2sLrNz/dI5tDi8cQujpJRsOdbJ4RanktJVKJLIuDF5KeWmiXyQEOIx4MXoyyYgtnFnMdByxtYpUor7Ns5HrxXsqXdg0Gk42tZHs9PDxkV5VI3Q+RBC8OE1s7d3q0IxU5hsdk1BzMubgEPR5y8AtwshjEKICqAS2DGZfSmSj9Wo43NXVPLBlUXjbcDUAAAQFElEQVR0unyc6nLj8Yd48NmD3P/nA7wzAzvZKxSznclm1/xACFFFJBRTB/wzgJTysBDi98ARIAh8VmXWzA50Wg23ri7m1tXF9HkDbD3RRU66kWVFNhWWUShSENUZSqFQKGY4qjOUQqFQnKcoJ69QKBSzGOXkFQqFYhajnLxCoVDMYpSTV0w7PQP+uAVTCoVi+lFSw4opR0pJfbeb7gEfB5qc9Az4ueeSCiVgplAkAeXkFVNGIBTmF2/W8tLBVp68Zx2ry7JYXZY1/hsV5zWdLh/pJh0mvXba9+X2B+l0+SjLnv7eqqmCcvKKSeMPhnlqWz0Pb6mlMNPEtUvnkKVG7UmjrmuAh7fUsqehl6ZeDzqtoCLHyn99uIr5eWnTuu82p5c9Db1cv6xg3G27+3088o9annyvHoNWw10XlfHxi8uxWfR4/CGaHR7eq+3mH8c7ae71UJFj5Y4LS8lJM7K00Dakz97h8rKluhOLUUuWxUBnvw+TXktOmoHGHg9NvW78IYnHH6S6zUWny8ejd67BbtXjC4bxBkIEQpKwlOg0AptZP6sa0atiKMWk+dV7dfx/zx/m85sq+dwVlUlrjnA+4nQHeKemiw6Xl32NDt6r7aar3xe30TrA2nI7iwsyuG5pAVlWA29Ud+DxBynPsVJgM5Nm1HFBYca41csdLi8v7Gvh1SPtSCLzLv3eIL1uP75gmAKbiXSTDm8gjMWgpd8XpDTLQiAUZsAXwhsI0eHy0e8LjrmfRKQbdZRmW9AIQXVbH4HQ1Pqxb954ATevLMZmmRma+mMVQyknrzgrjrb20e8LsqrUzlf/eIA/7Wlifl4aH7+4nM1VhaSbZsaPI1Wp7eznZ6+d4JL52VwyP4dMi4E0o47GHjdvHuvg3Zpuajv7qe3sT+jQz5avXLOQz26cH3dds8PDv/xmD/sbHXHXzzbm5VqpyEmj2G6mJMuCVkBTr4cbVxSyrMiWMgMa5eQVU87qb7+K0xPg+7cs40t/ODBs3YpiG7//9EUYddMfY00mobCkuq2P7Sd7sBq1XLNkDjaznlePtHOqa4DFBRkca3PR1e8jFJakm/Rkpxm4cXkhGWYdvmCYUFgSDElanB5Odg6w7WQ3dd0D7KrrxRM4LfeUbtSxutzO7rpeXGc5+p0It6wq5hOXlLO0yAZEQio/fvU4Pf1+2l1ejre5GFANRQAw6TXkpBlZX5HN+1cUsGF+DjptchIWlZNXTAlNvW7erO6ge8DPT187AcDcXCs3Li/kZ6+fGLbt5qpCfnb7ymSYecYcb3dxuMXJ+opsjrW7eO1IOzeuKMQXDNPc62HAF2RVWSbNDi/H2vpo6o045JFhgixrZLQd2+Q8Hma9lrCU+ILh6f5qZ8ymxfk8/LFV6LUa3jreyTdfOMyproFkmzUjSDfqyMswohECo16DVgiyrAYq89NZXmzjfQtyp+0OdywnP6mJVyHE74CF0ZeZgENKWSWEKAeOAsei67ZJKT89mX0pxqe+e4C9jQ6213aTl2EiP8OETiu45oI5o2KLUkqaHR6K7ZYJf/6Jjn56BgKY9FpuXFFIaZaZlSWZcUcvb1R34PQEUrZPaDgsOd7h4sX9rTz61kn8oeEO9zfbG874M3sG/PRMoJl57Ag91ege8PEffz1KZ7+Plw+1EVL1DRPG5Qvi6hx9l/XmsU7y0o08ec86Fhec+9/DpJy8lPK2wedCiB8DzpjVtVLKqsl8/mynuq0PhzvAwvx07FYDz+5tomcgwNxcKxfNzUanEei0GlzeAPXd7qFb6EQ8s7ORh7fUDr1eUpjBLauKeW5fM61OL409bnrdfkrsFlr7vLx9opPKvDT0Wg2L5mRQnm0h02qgItvKWyc68QfDmPRaiuxmLqvMwW4xYLfqOdTsxOkJ8GZ1P7/e1oDTExhli8sb5GCTk0src6b8uE0GXzDEl36/ny3HOs960m82s7fBMayHr2Jy5GcYWVli52vXLaIiJzlpm1MSrhFCCKA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N_PORTIONGEOValue
600 portionsAustria31.8
30 portionsBelgium16.1
60 portionsBulgaria58.6
330 portionsCroatia27.5
390 portionsCyprus32.6
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N_PORTIONGEOValue
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30 portionsBelgium16.1
60 portionsBulgaria58.6
330 portionsCroatia27.5
390 portionsCyprus32.6
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FREQUENCGEOUNITQUANTILETIMESEXAGEValueFlag and Footnotes
0Every dayEuropean Union - 28 countriesPercentageTotal2014TotalTotal9.2e
1Every weekEuropean Union - 28 countriesPercentageTotal2014TotalTotal29.6e
2Every monthEuropean Union - 28 countriesPercentageTotal2014TotalTotal23.1e
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FREQUENCGEOValue
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1Every weekEuropean Union29.6
2Every monthEuropean Union23.1
3Less than once a monthEuropean Union14.2
4Never or not in the last 12 monthsEuropean Union23.9
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FREQUENCGEOValue
90Every dayAustria6.2
5Every dayBelgium14.2
10Every dayBulgaria8.9
50Every dayCroatia9.1
60Every dayCyprus4.2
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TIMEGEOINDIC_ILAGESEXValueFlag and Footnotes
02014European Union - 28 countriesInequality of income distribution (income quin...TotalTotal5.2NaN
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22014BulgariaInequality of income distribution (income quin...TotalTotal6.8NaN
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GEOValue
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32North Macedonia7.2
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DURATIONGEOUNITQUANTILETIMESEXAGEValueFlag and Footnotes
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1Zero minutesBulgariaPercentageTotal2014TotalTotal82.7NaN
2Zero minutesCzechiaPercentageTotal2014TotalTotal47.4NaN
3Zero minutesDenmarkPercentageTotal2014TotalTotal18.7NaN
4Zero minutesGermany (until 1990 former territory of the FRG)PercentageTotal2014TotalTotal28.8NaN
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DURATIONGEOValue
0Zero minutesEuropean Union - 28 countries48.8
1Zero minutesBulgaria82.7
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3Zero minutesDenmark18.7
4Zero minutesGermany (until 1990 former territory of the FRG)28.8
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2Every monthEuropean UnionPercentageFirst quintile2014TotalTotal22.2e
3Less than once a monthEuropean UnionPercentageFirst quintile2014TotalTotal15.2e
4Never or not in the last 12 monthsEuropean UnionPercentageFirst quintile2014TotalTotal32.4e
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" + ], + "text/plain": [ + " FREQUENC GEO UNIT \\\n", + "0 Every day European Union Percentage \n", + "1 Every week European Union Percentage \n", + "2 Every month European Union Percentage \n", + "3 Less than once a month European Union Percentage \n", + "4 Never or not in the last 12 months European Union Percentage \n", + "\n", + " QUANTILE TIME SEX AGE Value Flag and Footnotes \n", + "0 First quintile 2014 Total Total 7.7 e \n", + "1 First quintile 2014 Total Total 22.4 e \n", + "2 First quintile 2014 Total Total 22.2 e \n", + "3 First quintile 2014 Total Total 15.2 e \n", + "4 First quintile 2014 Total Total 32.4 e " + ] + }, + "execution_count": 20, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "alcohool_1q = alcohool_1q.replace(\"European Union - 28 countries\", \"European Union\")\n", + "alcohool_1q = alcohool_1q.replace(\"Germany (until 1990 former territory of the FRG)\", \"Germany\")\n", + "alcohool_1q.head(5)" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "metadata": {}, + "outputs": [], + "source": [ + "alcohool_1q = alcohool_1q.drop(columns=['QUANTILE', 'SEX', \"UNIT\", \"AGE\", \"Flag and Footnotes\", \"TIME\"])" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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FREQUENCGEOValue
90Every dayAustria4.3
5Every dayBelgium10.6
10Every dayBulgaria8.7
50Every dayCroatia6.7
60Every dayCyprus3.1
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" + ], + "text/plain": [ + " FREQUENC GEO Value\n", + "90 Every day Austria 4.3\n", + "5 Every day Belgium 10.6\n", + "10 Every day Bulgaria 8.7\n", + "50 Every day Croatia 6.7\n", + "60 Every day Cyprus 3.1" + ] + }, + "execution_count": 22, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "alcohool_1q = alcohool_1q.sort_values(by=[\"FREQUENC\", \"GEO\"])\n", + "alcohool_1q.head(5)" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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FREQUENCGEOUNITQUANTILETIMESEXAGEValueFlag and Footnotes
0Every dayEuropean Union - 28 countriesPercentageFifth quintile2014TotalTotal10.8e
1Every weekEuropean Union - 28 countriesPercentageFifth quintile2014TotalTotal39.1e
2Every monthEuropean Union - 28 countriesPercentageFifth quintile2014TotalTotal23.2e
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" + ], + "text/plain": [ + " FREQUENC GEO UNIT QUANTILE \\\n", + "0 Every day European Union - 28 countries Percentage Fifth quintile \n", + "1 Every week European Union - 28 countries Percentage Fifth quintile \n", + "2 Every month European Union - 28 countries Percentage Fifth quintile \n", + "\n", + " TIME SEX AGE Value Flag and Footnotes \n", + "0 2014 Total Total 10.8 e \n", + "1 2014 Total Total 39.1 e \n", + "2 2014 Total Total 23.2 e " + ] + }, + "execution_count": 23, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "alcohool_5q = pd.read_csv(\"Frequency_alcohol_5quintile.csv\")\n", + "alcohool_5q.head(3)" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array(['Every day', 'Every week', 'Every month', 'Less than once a month',\n", + " 'Never or not in the last 12 months'], dtype=object)" + ] + }, + "execution_count": 24, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "alcohool_5q = alcohool_5q.replace(\"European Union - 28 countries\", \"European Union\")\n", + "alcohool_5q = alcohool_5q.replace(\"Germany (until 1990 former territory of the FRG)\", \"Germany\")\n", + "alcohool_5q.FREQUENC.unique()" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "metadata": {}, + "outputs": [], + "source": [ + "alcohool_5q = alcohool_5q.drop(columns=['QUANTILE', 'SEX', \"UNIT\", \"AGE\", \"Flag and Footnotes\", \"TIME\"])" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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FREQUENCGEOValue
129Never or not in the last 12 monthsSweden4.8
149Never or not in the last 12 monthsTurkey76.6
134Never or not in the last 12 monthsUnited Kingdom6.3
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" + ], + "text/plain": [ + " FREQUENC GEO Value\n", + "129 Never or not in the last 12 months Sweden 4.8\n", + "149 Never or not in the last 12 months Turkey 76.6\n", + "134 Never or not in the last 12 months United Kingdom 6.3" + ] + }, + "execution_count": 26, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "alcohool_5q = alcohool_5q.sort_values(by=[\"FREQUENC\", \"GEO\"])\n", + "alcohool_5q.tail(3)" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "metadata": {}, + "outputs": [], + "source": [ + "# alcohoolism = alcohool_total.drop(columns=['QUANTILE', 'SEX', \"UNIT\", \"AGE\", \"Flag and Footnotes\", \"TIME\"])" + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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TIMEGEOUNITSEXAGEICD10ValueFlag and Footnotes
02014DenmarkRateTotalTotalMental and behavioural disorders due to use of...11.49NaN
12014SloveniaRateTotalTotalMental and behavioural disorders due to use of...9.67NaN
22014LatviaRateTotalTotalMental and behavioural disorders due to use of...6.79NaN
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" + ], + "text/plain": [ + " TIME GEO UNIT SEX AGE \\\n", + "0 2014 Denmark Rate Total Total \n", + "1 2014 Slovenia Rate Total Total \n", + "2 2014 Latvia Rate Total Total \n", + "\n", + " ICD10 Value Flag and Footnotes \n", + "0 Mental and behavioural disorders due to use of... 11.49 NaN \n", + "1 Mental and behavioural disorders due to use of... 9.67 NaN \n", + "2 Mental and behavioural disorders due to use of... 6.79 NaN " + ] + }, + "execution_count": 28, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "alcohool_death = pd.read_csv(\"hlth_cd_asdr2_1_Data.csv\")\n", + "alcohool_death.head(3)" + ] + }, + { + "cell_type": "code", + "execution_count": 29, + "metadata": {}, + "outputs": [], + "source": [ + "alcohool_death = alcohool_death.drop(columns=['ICD10', 'SEX', \"UNIT\", \"AGE\", \"Flag and Footnotes\", \"TIME\"])" + ] + }, + { + "cell_type": "code", + "execution_count": 30, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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GEOValue
0Denmark11.49
1Slovenia9.67
2Latvia6.79
3Germany5.83
4Austria5.39
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" + ], + "text/plain": [ + " GEO Value\n", + "0 Denmark 11.49\n", + "1 Slovenia 9.67\n", + "2 Latvia 6.79\n", + "3 Germany 5.83\n", + "4 Austria 5.39" + ] + }, + "execution_count": 30, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "\n", + "alcohool_death = alcohool_death.replace(\"European Union - 28 countries\", \"European Union\")\n", + "alcohool_death = alcohool_death.replace(\"Germany (until 1990 former territory of the FRG)\", \"Germany\")\n", + "alcohool_death.head()\n" + ] + }, + { + "cell_type": "code", + "execution_count": 31, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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FREQUENCGEOUNITTIMEISCED11SEXAGEValueFlag and Footnotes
0At least once a weekEuropean Union - 28 countriesPercentage2014All ISCED 2011 levelsTotalTotal5.5e
1At least once a weekBelgiumPercentage2014All ISCED 2011 levelsTotalTotal8.5u
2At least once a weekBulgariaPercentage2014All ISCED 2011 levelsTotalTotal2.1NaN
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" + ], + "text/plain": [ + " FREQUENC GEO UNIT TIME \\\n", + "0 At least once a week European Union - 28 countries Percentage 2014 \n", + "1 At least once a week Belgium Percentage 2014 \n", + "2 At least once a week Bulgaria Percentage 2014 \n", + "\n", + " ISCED11 SEX AGE Value Flag and Footnotes \n", + "0 All ISCED 2011 levels Total Total 5.5 e \n", + "1 All ISCED 2011 levels Total Total 8.5 u \n", + "2 All ISCED 2011 levels Total Total 2.1 NaN " + ] + }, + "execution_count": 31, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "alcohool_heavy = pd.read_csv(\"hlth_ehis_al3e_1_Data.csv\")\n", + "alcohool_heavy.head(3)" + ] + }, + { + "cell_type": "code", + "execution_count": 32, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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FREQUENCGEOUNITTIMEISCED11SEXAGEValueFlag and Footnotes
0At least once a weekEuropean UnionPercentage2014All ISCED 2011 levelsTotalTotal5.5e
1At least once a weekBelgiumPercentage2014All ISCED 2011 levelsTotalTotal8.5u
2At least once a weekBulgariaPercentage2014All ISCED 2011 levelsTotalTotal2.1NaN
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" + ], + "text/plain": [ + " FREQUENC GEO UNIT TIME \\\n", + "0 At least once a week European Union Percentage 2014 \n", + "1 At least once a week Belgium Percentage 2014 \n", + "2 At least once a week Bulgaria Percentage 2014 \n", + "\n", + " ISCED11 SEX AGE Value Flag and Footnotes \n", + "0 All ISCED 2011 levels Total Total 5.5 e \n", + "1 All ISCED 2011 levels Total Total 8.5 u \n", + "2 All ISCED 2011 levels Total Total 2.1 NaN " + ] + }, + "execution_count": 32, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "alcohool_heavy = alcohool_heavy.replace(\"European Union - 28 countries\", \"European Union\")\n", + "alcohool_heavy = alcohool_heavy.replace(\"Germany (until 1990 former territory of the FRG)\", \"Germany\")\n", + "alcohool_heavy.head(3)" + ] + }, + { + "cell_type": "code", + "execution_count": 33, + "metadata": {}, + "outputs": [], + "source": [ + "alcohool_heavy = alcohool_heavy.drop(columns=['UNIT', 'TIME', \"ISCED11\", \"SEX\", \"AGE\", \"Flag and Footnotes\"])" + ] + }, + { + "cell_type": "code", + "execution_count": 34, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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FREQUENCGEOBinge-Drink(%)
0At least once a weekEuropean Union5.5
1At least once a weekBelgium8.5
2At least once a weekBulgaria2.1
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" + ], + "text/plain": [ + " FREQUENC GEO Binge-Drink(%)\n", + "0 At least once a week European Union 5.5\n", + "1 At least once a week Belgium 8.5\n", + "2 At least once a week Bulgaria 2.1" + ] + }, + "execution_count": 34, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "alcohool_heavy = alcohool_heavy.rename(columns={\"Value\": \"Binge-Drink(%)\"})\n", + "\n", + "alcohool_heavy.head(3)" + ] + }, + { + "cell_type": "code", + "execution_count": 35, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Variable Type Data/Info\n", + "-----------------------------------------------\n", + "alcohool_1q DataFrame <...>n\\n[150 rows x 3 columns]\n", + "alcohool_5q DataFrame <...>n\\n[150 rows x 3 columns]\n", + "alcohool_death DataFrame GEO Value<...>34 Liechtenstein :\n", + "alcohool_heavy DataFrame FREQUENC <...> Turkey 2.9\n", + "alcohool_total DataFrame <...>n\\n[150 rows x 3 columns]\n", + "geo_geo DataFrame city <...>[12959 rows x 11 columns]\n", + "green_daily_total DataFrame N_PORTION <...>\\n\\n[96 rows x 3 columns]\n", + "green_food_total DataFrame N_PORTION <...>\\n\\n[96 rows x 3 columns]\n", + "minutes_physical_total DataFrame DURATION <...>n\\n[120 rows x 3 columns]\n", + "quintile_share DataFrame GEO Valu<...>9 Iceland 3.1\n" + ] + } + ], + "source": [ + "%whos DataFrame" + ] + }, + { + "cell_type": "code", + "execution_count": 36, + "metadata": {}, + "outputs": [], + "source": [ + "quintile_share = quintile_share.rename(columns={\"Value\": \"Quintile Share\"})" + ] + }, + { + "cell_type": "code", + "execution_count": 37, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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GEOAlcohol Deaths
0Denmark11.49
1Slovenia9.67
2Latvia6.79
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" + ], + "text/plain": [ + " GEO Alcohol Deaths\n", + "0 Denmark 11.49\n", + "1 Slovenia 9.67\n", + "2 Latvia 6.79" + ] + }, + "execution_count": 37, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "alcohool_death = alcohool_death.rename(columns={\"Value\": \"Alcohol Deaths\"})\n", + "alcohool_death.head(3)" + ] + }, + { + "cell_type": "code", + "execution_count": 38, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(35, 3)" + ] + }, + "execution_count": 38, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "alcohol_country = quintile_share.merge(alcohool_death, on = \"GEO\", how=\"left\")\n", + "alcohol_country.shape" + ] + }, + { + "cell_type": "code", + "execution_count": 39, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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GEOQuintile ShareAlcohol Deaths
0Serbia9.43.79
1Turkey8.30.05
2North Macedonia7.2NaN
\n", + "
" + ], + "text/plain": [ + " GEO Quintile Share Alcohol Deaths\n", + "0 Serbia 9.4 3.79\n", + "1 Turkey 8.3 0.05\n", + "2 North Macedonia 7.2 NaN" + ] + }, + "execution_count": 39, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "alcohol_country.head(3)" + ] + }, + { + "cell_type": "code", + "execution_count": 40, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(30, 3)" + ] + }, + "execution_count": 40, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "alcohool_everyday = alcohool_total.loc[alcohool_total['FREQUENC'] == 'Every day']\n", + "alcohool_everyday = alcohool_everyday.rename(columns={\"Value\": \"Alcohol Everyday (%)\"})\n", + "alcohool_everyday.shape" + ] + }, + { + "cell_type": "code", + "execution_count": 41, + "metadata": {}, + "outputs": [], + "source": [ + "alcohool_everyday = alcohool_everyday.drop(columns=\"FREQUENC\")" + ] + }, + { + "cell_type": "code", + "execution_count": 42, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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GEOAlcohol Everyday (%)
90Austria6.2
5Belgium14.2
10Bulgaria8.9
\n", + "
" + ], + "text/plain": [ + " GEO Alcohol Everyday (%)\n", + "90 Austria 6.2\n", + "5 Belgium 14.2\n", + "10 Bulgaria 8.9" + ] + }, + "execution_count": 42, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "alcohool_everyday.head(3)" + ] + }, + { + "cell_type": "code", + "execution_count": 43, + "metadata": { + "scrolled": true + }, + "outputs": [], + "source": [ + "alcohol_country = alcohol_country.merge(alcohool_everyday, on = \"GEO\", how= \"left\")" + ] + }, + { + "cell_type": "code", + "execution_count": 44, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "GEO object\n", + "Quintile Share float64\n", + "Alcohol Deaths float64\n", + "Alcohol Everyday (%) float64\n", + "dtype: object" + ] + }, + "execution_count": 44, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "alcohol_country = alcohol_country.astype({'Alcohol Deaths': 'float64'})\n", + "alcohol_country.dtypes" + ] + }, + { + "cell_type": "code", + "execution_count": 45, + "metadata": {}, + "outputs": [], + "source": [ + "#sns.pairplot(data=alcohol_country, kind=\"reg\", plot_kws={'line_kws':{'color':'red'} ,'scatter_kws':{'alpha':0.7}})\n" + ] + }, + { + "cell_type": "code", + "execution_count": 46, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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FREQUENCGEOAlcohol Month Bottom (%)
127Every monthSweden24.7
147Every monthTurkey8.1
132Every monthUnited Kingdom14.7
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" + ], + "text/plain": [ + " FREQUENC GEO Alcohol Month Bottom (%)\n", + "127 Every month Sweden 24.7\n", + "147 Every month Turkey 8.1\n", + "132 Every month United Kingdom 14.7" + ] + }, + "execution_count": 46, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "alcohool_everyday5q = alcohool_5q.loc[alcohool_5q['FREQUENC'] == 'Every day']\n", + "alcohool_everyday5q = alcohool_everyday5q.rename(columns={\"Value\": \"Alcohol Everyday Bottom (%)\"})\n", + "\n", + "alcohool_everymonth5q = alcohool_5q.loc[alcohool_5q['FREQUENC'] == 'Every month']\n", + "alcohool_everymonth5q = alcohool_everymonth5q.rename(columns={\"Value\": \"Alcohol Month Bottom (%)\"})\n", + "\n", + "alcohool_everymonth5q.tail(3)" + ] + }, + { + "cell_type": "code", + "execution_count": 47, + "metadata": {}, + "outputs": [], + "source": [ + "alcohool_everyday1q = alcohool_1q.loc[alcohool_1q['FREQUENC'] == 'Every day']\n", + "alcohool_everyday1q = alcohool_everyday1q.rename(columns={\"Value\": \"Alcohol Everyday Top (%)\"})\n", + "\n", + "alcohool_everymonth1q = alcohool_1q.loc[alcohool_1q['FREQUENC'] == 'Every month']\n", + "alcohool_everymonth1q = alcohool_everymonth1q.rename(columns={\"Value\": \"Alcohol Month Top (%)\"})" + ] + }, + { + "cell_type": "code", + "execution_count": 48, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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FREQUENCGEOBinge-Drink Monthly(%)
30Every monthEuropean Union14.4
31Every monthBelgium19.0
32Every monthBulgaria15.0
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" + ], + "text/plain": [ + " FREQUENC GEO Binge-Drink Monthly(%)\n", + "30 Every month European Union 14.4\n", + "31 Every month Belgium 19.0\n", + "32 Every month Bulgaria 15.0" + ] + }, + "execution_count": 48, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "alcohool_heavy_month = alcohool_heavy.loc[alcohool_heavy['FREQUENC'] == 'Every month']\n", + "alcohool_heavy_month = alcohool_heavy_month.rename(columns={\"Binge-Drink(%)\": \"Binge-Drink Monthly(%)\"})\n", + "alcohool_heavy_month.head(3)" + ] + }, + { + "cell_type": "code", + "execution_count": 49, + "metadata": {}, + "outputs": [], + "source": [ + "alcohool_everyday1q = alcohool_everyday1q.drop(columns=\"FREQUENC\")\n", + "alcohool_everymonth1q = alcohool_everymonth1q.drop(columns=\"FREQUENC\")\n", + "\n", + "alcohool_everyday5q = alcohool_everyday5q.drop(columns=\"FREQUENC\")\n", + "alcohool_everymonth5q = alcohool_everymonth5q.drop(columns=\"FREQUENC\")\n", + "\n", + "alcohool_heavy_month = alcohool_heavy_month.drop(columns=\"FREQUENC\")" + ] + }, + { + "cell_type": "code", + "execution_count": 50, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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GEOAlcohol Month Bottom (%)
92Austria30.3
7Belgium22.2
12Bulgaria31.1
52Croatia22.9
62Cyprus27.1
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" + ], + "text/plain": [ + " GEO Alcohol Month Bottom (%)\n", + "92 Austria 30.3\n", + "7 Belgium 22.2\n", + "12 Bulgaria 31.1\n", + "52 Croatia 22.9\n", + "62 Cyprus 27.1" + ] + }, + "execution_count": 50, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "alcohool_everymonth5q.head()" + ] + }, + { + "cell_type": "code", + "execution_count": 51, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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GEOQuintile ShareAlcohol DeathsAlcohol Everyday (%)Alcohol Everyday Top (%)
0Serbia9.43.79NaNNaN
1Turkey8.30.050.50.4
2North Macedonia7.2NaNNaNNaN
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" + ], + "text/plain": [ + " GEO Quintile Share Alcohol Deaths Alcohol Everyday (%) \\\n", + "0 Serbia 9.4 3.79 NaN \n", + "1 Turkey 8.3 0.05 0.5 \n", + "2 North Macedonia 7.2 NaN NaN \n", + "\n", + " Alcohol Everyday Top (%) \n", + "0 NaN \n", + "1 0.4 \n", + "2 NaN " + ] + }, + "execution_count": 51, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "alcohol_country2 = alcohol_country.merge(alcohool_everyday1q, on = \"GEO\", how = \"left\")\n", + "alcohol_country2.head(3)" + ] + }, + { + "cell_type": "code", + "execution_count": 52, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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GEOQuintile ShareAlcohol DeathsAlcohol Everyday (%)Alcohol Everyday Top (%)Alcohol Everyday Bottom (%)
0Serbia9.43.79NaNNaNNaN
1Turkey8.30.050.50.40.7
2North Macedonia7.2NaNNaNNaNNaN
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" + ], + "text/plain": [ + " GEO Quintile Share Alcohol Deaths Alcohol Everyday (%) \\\n", + "0 Serbia 9.4 3.79 NaN \n", + "1 Turkey 8.3 0.05 0.5 \n", + "2 North Macedonia 7.2 NaN NaN \n", + "\n", + " Alcohol Everyday Top (%) Alcohol Everyday Bottom (%) \n", + "0 NaN NaN \n", + "1 0.4 0.7 \n", + "2 NaN NaN " + ] + }, + "execution_count": 52, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "alcohol_country2 = alcohol_country2.merge(alcohool_everyday5q, on = \"GEO\", how = \"left\")\n", + "alcohol_country2.head(3)" + ] + }, + { + "cell_type": "code", + "execution_count": 53, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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GEOQuintile ShareAlcohol DeathsAlcohol Everyday (%)Alcohol Everyday Top (%)Alcohol Everyday Bottom (%)Alcohol Month Top (%)
0Serbia9.43.79NaNNaNNaNNaN
1Turkey8.30.050.50.40.73.3
2North Macedonia7.2NaNNaNNaNNaNNaN
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" + ], + "text/plain": [ + " GEO Quintile Share Alcohol Deaths Alcohol Everyday (%) \\\n", + "0 Serbia 9.4 3.79 NaN \n", + "1 Turkey 8.3 0.05 0.5 \n", + "2 North Macedonia 7.2 NaN NaN \n", + "\n", + " Alcohol Everyday Top (%) Alcohol Everyday Bottom (%) \\\n", + "0 NaN NaN \n", + "1 0.4 0.7 \n", + "2 NaN NaN \n", + "\n", + " Alcohol Month Top (%) \n", + "0 NaN \n", + "1 3.3 \n", + "2 NaN " + ] + }, + "execution_count": 53, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "alcohol_country2 = alcohol_country2.merge(alcohool_everymonth1q, on = \"GEO\", how = \"left\")\n", + "alcohol_country2.head(3)" + ] + }, + { + "cell_type": "code", + "execution_count": 54, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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GEOQuintile ShareAlcohol DeathsAlcohol Everyday (%)Alcohol Everyday Top (%)Alcohol Everyday Bottom (%)Alcohol Month Top (%)Alcohol Month Bottom (%)
0Serbia9.43.79NaNNaNNaNNaNNaN
1Turkey8.30.050.50.40.73.38.1
2North Macedonia7.2NaNNaNNaNNaNNaNNaN
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" + ], + "text/plain": [ + " GEO Quintile Share Alcohol Deaths Alcohol Everyday (%) \\\n", + "0 Serbia 9.4 3.79 NaN \n", + "1 Turkey 8.3 0.05 0.5 \n", + "2 North Macedonia 7.2 NaN NaN \n", + "\n", + " Alcohol Everyday Top (%) Alcohol Everyday Bottom (%) \\\n", + "0 NaN NaN \n", + "1 0.4 0.7 \n", + "2 NaN NaN \n", + "\n", + " Alcohol Month Top (%) Alcohol Month Bottom (%) \n", + "0 NaN NaN \n", + "1 3.3 8.1 \n", + "2 NaN NaN " + ] + }, + "execution_count": 54, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "alcohol_country2 = alcohol_country2.merge(alcohool_everymonth5q, on = \"GEO\", how = \"left\")\n", + "alcohol_country2.head(3)" + ] + }, + { + "cell_type": "code", + "execution_count": 55, + "metadata": {}, + "outputs": [], + "source": [ + "alcohol_country2 = alcohol_country2.merge(alcohool_heavy_month, on = \"GEO\", how = \"left\")" + ] + }, + { + "cell_type": "code", + "execution_count": 56, + "metadata": {}, + "outputs": [], + "source": [ + "alcohol_country2.loc[alcohol_country2['GEO'] == 'France', 'Binge-Drink Monthly(%)'] = 31.2\n", + "alcohol_country2.loc[alcohol_country2['GEO'] == 'Netherlands', 'Binge-Drink Monthly(%)'] = 27.4\n", + "alcohol_country2.loc[alcohol_country2['GEO'] == 'Switzerland', 'Binge-Drink Monthly(%)'] = 35.6\n", + "alcohol_country2.loc[alcohol_country2['GEO'] == 'Serbia', 'Binge-Drink Monthly(%)'] = 29.0\n", + "# France, Netherlands and consumption from WHO 2016 and refers to the last 30 days best proxy we found 29.0\n", + "#alcohol_country2.head(35)" + ] + }, + { + "cell_type": "code", + "execution_count": 57, + "metadata": {}, + "outputs": [], + "source": [ + "maxi =alcohol_country2[\"Quintile Share\"].max()\n", + "mini=alcohol_country2[\"Quintile Share\"].min()\n", + "#alcohol_country2[\"Quintile Share(%)\"] = alcohol_country2[\"Quintile Share\"].map(lambda x : ((x-mini)/(maxi-mini))*100)\n", + "#alcohol_country2" + ] + }, + { + "cell_type": "code", + "execution_count": 58, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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Quintile ShareAlcohol DeathsAlcohol Everyday (%)Alcohol Everyday Top (%)Alcohol Everyday Bottom (%)Alcohol Month Top (%)Alcohol Month Bottom (%)Binge-Drink Monthly(%)
Quintile Share1.000000-0.3424390.0455330.0591630.047031-0.473491-0.235752-0.418503
Alcohol Deaths-0.3424391.0000000.0227240.123859-0.0088940.1953380.1219170.404939
Alcohol Everyday (%)0.0455330.0227241.0000000.9572580.964392-0.439602-0.538016-0.277603
Alcohol Everyday Top (%)0.0591630.1238590.9572581.0000000.860741-0.431497-0.452762-0.214168
Alcohol Everyday Bottom (%)0.047031-0.0088940.9643920.8607411.000000-0.394128-0.594476-0.249151
Alcohol Month Top (%)-0.4734910.195338-0.439602-0.431497-0.3941281.0000000.7717920.762949
Alcohol Month Bottom (%)-0.2357520.121917-0.538016-0.452762-0.5944760.7717921.0000000.486697
Binge-Drink Monthly(%)-0.4185030.404939-0.277603-0.214168-0.2491510.7629490.4866971.000000
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" + ], + "text/plain": [ + " Quintile Share Alcohol Deaths \\\n", + "Quintile Share 1.000000 -0.342439 \n", + "Alcohol Deaths -0.342439 1.000000 \n", + "Alcohol Everyday (%) 0.045533 0.022724 \n", + "Alcohol Everyday Top (%) 0.059163 0.123859 \n", + "Alcohol Everyday Bottom (%) 0.047031 -0.008894 \n", + "Alcohol Month Top (%) -0.473491 0.195338 \n", + "Alcohol Month Bottom (%) -0.235752 0.121917 \n", + "Binge-Drink Monthly(%) -0.418503 0.404939 \n", + "\n", + " Alcohol Everyday (%) Alcohol Everyday Top (%) \\\n", + "Quintile Share 0.045533 0.059163 \n", + "Alcohol Deaths 0.022724 0.123859 \n", + "Alcohol Everyday (%) 1.000000 0.957258 \n", + "Alcohol Everyday Top (%) 0.957258 1.000000 \n", + "Alcohol Everyday Bottom (%) 0.964392 0.860741 \n", + "Alcohol Month Top (%) -0.439602 -0.431497 \n", + "Alcohol Month Bottom (%) -0.538016 -0.452762 \n", + "Binge-Drink Monthly(%) -0.277603 -0.214168 \n", + "\n", + " Alcohol Everyday Bottom (%) \\\n", + "Quintile Share 0.047031 \n", + "Alcohol Deaths -0.008894 \n", + "Alcohol Everyday (%) 0.964392 \n", + "Alcohol Everyday Top (%) 0.860741 \n", + "Alcohol Everyday Bottom (%) 1.000000 \n", + "Alcohol Month Top (%) -0.394128 \n", + "Alcohol Month Bottom (%) -0.594476 \n", + "Binge-Drink Monthly(%) -0.249151 \n", + "\n", + " Alcohol Month Top (%) Alcohol Month Bottom (%) \\\n", + "Quintile Share -0.473491 -0.235752 \n", + "Alcohol Deaths 0.195338 0.121917 \n", + "Alcohol Everyday (%) -0.439602 -0.538016 \n", + "Alcohol Everyday Top (%) -0.431497 -0.452762 \n", + "Alcohol Everyday Bottom (%) -0.394128 -0.594476 \n", + "Alcohol Month Top (%) 1.000000 0.771792 \n", + "Alcohol Month Bottom (%) 0.771792 1.000000 \n", + "Binge-Drink Monthly(%) 0.762949 0.486697 \n", + "\n", + " Binge-Drink Monthly(%) \n", + "Quintile Share -0.418503 \n", + "Alcohol Deaths 0.404939 \n", + "Alcohol Everyday (%) -0.277603 \n", + "Alcohol Everyday Top (%) -0.214168 \n", + "Alcohol Everyday Bottom (%) -0.249151 \n", + "Alcohol Month Top (%) 0.762949 \n", + "Alcohol Month Bottom (%) 0.486697 \n", + "Binge-Drink Monthly(%) 1.000000 " + ] + }, + "execution_count": 58, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "#sns.pairplot(data=alcohol_country2, kind=\"reg\", plot_kws={'line_kws':{'color':'red'} ,'scatter_kws':{'alpha':0.7}})\n", + "alcohol_country2 = alcohol_country2.sort_values(by=[\"Quintile Share\"], ascending = False)\n", + "alcohol_country2.dropna().corr()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 59, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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GEOQuintile ShareAlcohol DeathsAlcohol Everyday (%)Alcohol Everyday Top (%)Alcohol Everyday Bottom (%)Alcohol Month Top (%)Alcohol Month Bottom (%)Binge-Drink Monthly(%)
0Serbia9.43.79NaNNaNNaNNaNNaN29.0
1Turkey8.30.050.50.40.73.38.12.9
2North Macedonia7.2NaNNaNNaNNaNNaNNaNNaN
3Romania7.21.443.86.12.324.532.524.3
4Bulgaria6.80.348.98.79.520.431.115.0
5Spain6.80.5915.311.218.418.519.56.7
6Estonia6.54.512.02.52.526.037.018.1
7Greece6.50.126.96.78.224.028.88.9
8Latvia6.56.791.42.20.926.641.218.3
9Portugal6.20.8324.223.122.512.217.67.7
10Lithuania6.10.910.60.70.634.948.217.4
11Italy5.80.3214.110.516.119.420.95.6
12Cyprus5.40.734.23.14.620.927.14.5
13European Union5.22.829.27.710.822.223.214.4
14Croatia5.15.299.16.711.017.522.99.1
15United Kingdom5.11.307.55.89.916.414.712.4
16Germany5.15.839.38.011.825.221.023.7
18Poland4.93.551.81.62.327.334.214.6
17Ireland4.90.322.02.11.927.126.118.9
19Luxembourg4.44.899.68.513.023.618.323.3
20Switzerland4.42.78NaNNaNNaNNaNNaN35.6
21France4.34.06NaNNaNNaNNaNNaN31.2
22Hungary4.33.727.38.24.314.930.16.2
23Sweden4.22.382.71.24.225.924.716.2
24Austria4.15.396.24.37.631.830.316.3
25Denmark4.111.4911.312.910.528.626.527.9
26Malta4.00.397.48.45.620.527.511.8
27Slovakia3.92.973.13.43.127.635.311.4
28Netherlands3.82.60NaNNaNNaNNaNNaN27.4
29Belgium3.83.5214.210.616.416.122.219.0
30Slovenia3.79.677.79.65.820.931.015.7
31Finland3.64.152.72.63.528.827.622.9
32Czechia3.51.159.56.911.227.825.812.8
33Norway3.43.312.11.52.848.145.541.7
34Iceland3.10.350.60.80.232.543.123.6
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" + ], + "text/plain": [ + " GEO Quintile Share Alcohol Deaths Alcohol Everyday (%) \\\n", + "0 Serbia 9.4 3.79 NaN \n", + "1 Turkey 8.3 0.05 0.5 \n", + "2 North Macedonia 7.2 NaN NaN \n", + "3 Romania 7.2 1.44 3.8 \n", + "4 Bulgaria 6.8 0.34 8.9 \n", + "5 Spain 6.8 0.59 15.3 \n", + "6 Estonia 6.5 4.51 2.0 \n", + "7 Greece 6.5 0.12 6.9 \n", + "8 Latvia 6.5 6.79 1.4 \n", + "9 Portugal 6.2 0.83 24.2 \n", + "10 Lithuania 6.1 0.91 0.6 \n", + "11 Italy 5.8 0.32 14.1 \n", + "12 Cyprus 5.4 0.73 4.2 \n", + "13 European Union 5.2 2.82 9.2 \n", + "14 Croatia 5.1 5.29 9.1 \n", + "15 United Kingdom 5.1 1.30 7.5 \n", + "16 Germany 5.1 5.83 9.3 \n", + "18 Poland 4.9 3.55 1.8 \n", + "17 Ireland 4.9 0.32 2.0 \n", + "19 Luxembourg 4.4 4.89 9.6 \n", + "20 Switzerland 4.4 2.78 NaN \n", + "21 France 4.3 4.06 NaN \n", + "22 Hungary 4.3 3.72 7.3 \n", + "23 Sweden 4.2 2.38 2.7 \n", + "24 Austria 4.1 5.39 6.2 \n", + "25 Denmark 4.1 11.49 11.3 \n", + "26 Malta 4.0 0.39 7.4 \n", + "27 Slovakia 3.9 2.97 3.1 \n", + "28 Netherlands 3.8 2.60 NaN \n", + "29 Belgium 3.8 3.52 14.2 \n", + "30 Slovenia 3.7 9.67 7.7 \n", + "31 Finland 3.6 4.15 2.7 \n", + "32 Czechia 3.5 1.15 9.5 \n", + "33 Norway 3.4 3.31 2.1 \n", + "34 Iceland 3.1 0.35 0.6 \n", + "\n", + " Alcohol Everyday Top (%) Alcohol Everyday Bottom (%) \\\n", + "0 NaN NaN \n", + "1 0.4 0.7 \n", + "2 NaN NaN \n", + "3 6.1 2.3 \n", + "4 8.7 9.5 \n", + "5 11.2 18.4 \n", + "6 2.5 2.5 \n", + "7 6.7 8.2 \n", + "8 2.2 0.9 \n", + "9 23.1 22.5 \n", + "10 0.7 0.6 \n", + "11 10.5 16.1 \n", + "12 3.1 4.6 \n", + "13 7.7 10.8 \n", + "14 6.7 11.0 \n", + "15 5.8 9.9 \n", + "16 8.0 11.8 \n", + "18 1.6 2.3 \n", + "17 2.1 1.9 \n", + "19 8.5 13.0 \n", + "20 NaN NaN \n", + "21 NaN NaN \n", + "22 8.2 4.3 \n", + "23 1.2 4.2 \n", + "24 4.3 7.6 \n", + "25 12.9 10.5 \n", + "26 8.4 5.6 \n", + "27 3.4 3.1 \n", + "28 NaN NaN \n", + "29 10.6 16.4 \n", + "30 9.6 5.8 \n", + "31 2.6 3.5 \n", + "32 6.9 11.2 \n", + "33 1.5 2.8 \n", + "34 0.8 0.2 \n", + "\n", + " Alcohol Month Top (%) Alcohol Month Bottom (%) Binge-Drink Monthly(%) \n", + "0 NaN NaN 29.0 \n", + "1 3.3 8.1 2.9 \n", + "2 NaN NaN NaN \n", + "3 24.5 32.5 24.3 \n", + "4 20.4 31.1 15.0 \n", + "5 18.5 19.5 6.7 \n", + "6 26.0 37.0 18.1 \n", + "7 24.0 28.8 8.9 \n", + "8 26.6 41.2 18.3 \n", + "9 12.2 17.6 7.7 \n", + "10 34.9 48.2 17.4 \n", + "11 19.4 20.9 5.6 \n", + "12 20.9 27.1 4.5 \n", + "13 22.2 23.2 14.4 \n", + "14 17.5 22.9 9.1 \n", + "15 16.4 14.7 12.4 \n", + "16 25.2 21.0 23.7 \n", + "18 27.3 34.2 14.6 \n", + "17 27.1 26.1 18.9 \n", + "19 23.6 18.3 23.3 \n", + "20 NaN NaN 35.6 \n", + "21 NaN NaN 31.2 \n", + "22 14.9 30.1 6.2 \n", + "23 25.9 24.7 16.2 \n", + "24 31.8 30.3 16.3 \n", + "25 28.6 26.5 27.9 \n", + "26 20.5 27.5 11.8 \n", + "27 27.6 35.3 11.4 \n", + "28 NaN NaN 27.4 \n", + "29 16.1 22.2 19.0 \n", + "30 20.9 31.0 15.7 \n", + "31 28.8 27.6 22.9 \n", + "32 27.8 25.8 12.8 \n", + "33 48.1 45.5 41.7 \n", + "34 32.5 43.1 23.6 " + ] + }, + "execution_count": 59, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "#sns.pairplot(data=alcohol_country2, kind=\"reg\", plot_kws={'line_kws':{'color':'red'} ,'scatter_kws':{'alpha':0.7}})\n", + "alcohol_country2.head(37)" + ] + }, + { + "cell_type": "code", + "execution_count": 60, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 60, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", 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GEOQuintile ShareAlcohol DeathsAlcohol Everyday Top (%)Alcohol Everyday Bottom (%)Alcohol Month Top (%)Alcohol Month Bottom (%)Binge-Drink Monthly(%)
2North Macedonia7.2NaNNaNNaNNaNNaNNaN
3Romania7.21.446.12.324.532.524.3
4Bulgaria6.80.348.79.520.431.115.0
5Spain6.80.5911.218.418.519.56.7
6Estonia6.54.512.52.526.037.018.1
7Greece6.50.126.78.224.028.88.9
8Latvia6.56.792.20.926.641.218.3
10Lithuania6.10.910.70.634.948.217.4
11Italy5.80.3210.516.119.420.95.6
12Cyprus5.40.733.14.620.927.14.5
13European Union5.22.827.710.822.223.214.4
14Croatia5.15.296.711.017.522.99.1
15United Kingdom5.11.305.89.916.414.712.4
16Germany5.15.838.011.825.221.023.7
18Poland4.93.551.62.327.334.214.6
17Ireland4.90.322.11.927.126.118.9
19Luxembourg4.44.898.513.023.618.323.3
20Switzerland4.42.78NaNNaNNaNNaN35.6
21France4.34.06NaNNaNNaNNaN31.2
22Hungary4.33.728.24.314.930.16.2
23Sweden4.22.381.24.225.924.716.2
24Austria4.15.394.37.631.830.316.3
25Denmark4.111.4912.910.528.626.527.9
26Malta4.00.398.45.620.527.511.8
27Slovakia3.92.973.43.127.635.311.4
28Netherlands3.82.60NaNNaNNaNNaN27.4
29Belgium3.83.5210.616.416.122.219.0
30Slovenia3.79.679.65.820.931.015.7
31Finland3.64.152.63.528.827.622.9
32Czechia3.51.156.911.227.825.812.8
34Iceland3.10.350.80.232.543.123.6
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GEOQuintile ShareAlcohol DeathsAlcohol Everyday Top (%)Alcohol Everyday Bottom (%)Alcohol Month Top (%)Alcohol Month Bottom (%)Binge-Drink Monthly(%)
2North Macedonia7.2NaNNaNNaNNaNNaNNaN
3Romania7.21.446.12.324.532.524.3
4Bulgaria6.80.348.79.520.431.115.0
5Spain6.80.5911.218.418.519.56.7
6Estonia6.54.512.52.526.037.018.1
7Greece6.50.126.78.224.028.88.9
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" + ], + "text/plain": [ + " GEO Quintile Share Alcohol Deaths Alcohol Everyday Top (%) \\\n", + "2 North Macedonia 7.2 NaN NaN \n", + "3 Romania 7.2 1.44 6.1 \n", + "4 Bulgaria 6.8 0.34 8.7 \n", + "5 Spain 6.8 0.59 11.2 \n", + "6 Estonia 6.5 4.51 2.5 \n", + "7 Greece 6.5 0.12 6.7 \n", + "\n", + " Alcohol Everyday Bottom (%) Alcohol Month Top (%) \\\n", + "2 NaN NaN \n", + "3 2.3 24.5 \n", + "4 9.5 20.4 \n", + "5 18.4 18.5 \n", + "6 2.5 26.0 \n", + "7 8.2 24.0 \n", + "\n", + " Alcohol Month Bottom (%) Binge-Drink Monthly(%) \n", + "2 NaN NaN \n", + "3 32.5 24.3 \n", + "4 31.1 15.0 \n", + "5 19.5 6.7 \n", + "6 37.0 18.1 \n", + "7 28.8 8.9 " + ] + }, + "execution_count": 62, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "alcohol_country3.head(6)" + ] + }, + { + "cell_type": "code", + "execution_count": 63, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "C:\\ProgramData\\Anaconda3\\lib\\site-packages\\numpy\\lib\\histograms.py:824: RuntimeWarning: invalid value encountered in greater_equal\n", + " keep = (tmp_a >= first_edge)\n", + "C:\\ProgramData\\Anaconda3\\lib\\site-packages\\numpy\\lib\\histograms.py:825: RuntimeWarning: invalid value encountered in less_equal\n", + " keep &= (tmp_a <= last_edge)\n" + ] + }, + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 63, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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BUKTVr6h/AKKWRD2jdqFdRRu/0kcQhXb6DZkLT2STce5+SfXHG83sFkmHuftjLfzdGxr86pSo2lZUeTiOWirebuuNtLMc8rLugZCk0a+ofwDiEHc9o3ahE0Uav9JHEJVW+w2ZC0/Xh6ma2VnLb5JOk3RK9WegK0Xbbb0RlgNQPPR7AFlE7QKao48gaWQuPFHsGffq6r9HSnqJpK9U779c0i51fhEHQNL/Ze/u4+M463vvf3+SLEdRDBZGmDQmDaTB5+RwTNII2uKWQ6AP6SE8mIS2cEhoSp1Qw+EcSmlyU3K3FHq/8gDlLrQmD0CJ09JCAZeW0AANCS1ueZAbEiDgkwZC4xAcRciJogjJ8v7OH9qV1/KutLtzzcw1M5/367UvWytp9tqZ7/Wb0bUzc1XvtPV2WA9A9dDvARQRtQtYGX0EWSNz8Uk8GOfuF0lS/dLU0939gfrXJ0r6s6TLB6Rqnba+EtYDUD30ewBFRO0CVkYfQdbIXFxCzqZ6SmMgru6ApKcHXD4AAAAAAABQaCFnU73NzD4j6a+0OJPqr0m6NeDyUVK1mmtyZp7TZdtg/QDFQX8FgHRRZ1EUZBXdIC/VE3I21deb2TZJz60/dZ277w61fJRTrebad2Ba23eNa//U7NKNJDdvXEfxEesHKBL6KwCkizqLoiCr6AZ5qaZgl6ma2esl3ebub6w/GIjDqiZn5peKjiTtn5rV9l3jmpyZz7llcWD9AMVBfwWAdFFnURRkFd0gL9UU8p5xT5b0VTP7qJmdY2YM4WJV8wuHl4pOw/6pWc0vHM6pRXFh/QDFQX8FgHRRZ1EUZBXdIC/VFGwwzt3fKuk0SR+Q9OuS7jaz/8/MTg31GkVUq7kmpud0/9RjmpieU63meTcpKoMD/do0MnTUc5tGhjQ40J9Ti+JSpfVDX0EW0sxZlforAOShDHWW451qaJfVocF+tj+OkWdtoyblJ+SZcXJ3l/SD+mNB0oikj5nZVSFfpyga135v27lHW6+8Vdt27tG+A9MEvMmG4UFdf+HYUvFpXB+/YXgw55bFoSrrh76CLKSds6r0VwDIS9HrLMc71dEqq7t+49k68Mgc2x/HyKu2UZPyZYvjZwEWZPYGSa+W9JCk90v6W3c/ZGZ9ku5299TPkBsbG/Px8fG0X6ZjE9OLxbb5lNNNI0PavWOrRtetzbFlcYlk5phcL6teKbuRrJ9U0VcSiTa7sckiZ1XorwFFn91TLrspo9Z0594rXpjq8nt532m3KTLRZ7fMilxnIzjeIbsZWp5Vl+tlO/+F493elD67edS2CGpSFbTdiMFmU5W0QdLL3P17zU+6e83Mzg34OoXBtd+d6eszOvsKqrB+6CvIQhY5q0J/BYA8FbnOcrxTLcuzev/UY2x/tJVHbaMm5SvIZar1s9/OWz4Q1+Du3wrxOkVThvtaAFmgryAL5AwAkCf2Q9XG9kdsyGS+ggzGuXtN0h1mdnKI5ZVF0e9rAWSFvoIskDMAQJ7YD1Ub2x+xIZP5CnmZ6omSvmlmX5E003jS3V8c8DUKpa/PtHnjOu3esbWQ97UAskJfQRbIGQAgT+yHqo3tj9iQyXyFHIx7W8BllUaR72sBZIm+giyQMwBAntgPVRvbH7Ehk/kJNhjn7l8wsx+XdJq7/6OZHS+Ji40BAABylMWssN2+Ri+zr2bxGgAAAFkIcs84STKz7ZI+Juna+lMnSfrbUMsHAAAAAAAAii7YYJyk10naKukRSXL3uyU9KeDyAQAAAAAAgEILORg35+7zjS/MbECSB1w+AAAAAAAAUGghJ3D4gpm9RdKQmf2CpB2S/j7g8qNQq7kmZ+aZbQSAJGoC4kAOAcSMGgUci36BvJC9OIQcjLtM0mskfV3SJZI+Len9AZefu1rNte/AtLbvGtf+qVltGhnS9ReOafPGdYQXqCBqAmJADgHEjBoFHIt+gbyQvXiEvEz1JZJ2ufvL3f18d7/e3Ut1merkzPxSaCVp/9Sstu8a1+TM/FE/V6u5JqbndP/UY5qYnlOtVqrVgByRrbh0WhOAbnXT18khgBg16tgDD89So1B63R6js+9GUr3+XUj24hHyzLgXS/r/zeyfJP21pM+4+0LA5edufuHwUmgb9k/Nan7h8NLXjDQjLWQrPp3UBKBb3fZ1cgggNs117F0vfyY1CqXWyzE6+24kkeTvQrIXj2Bnxrn7RZJ+QtLfSHqlpHvMrFSXqQ4O9GvTyNBRz20aGdLgQP/S14w0Iy1kKz6d1ASgW932dXIIIDbNdezg7CFqFEqtl2N09t1IIsnfhWQvHiEvU5W7H5L0D1o8M26vFi9dLY0Nw4O6/sKxpfA2RqA3DA8u/QwjzUgL2YpPJzUB6Fa3fZ0cAohNcx275rZ7dOV5W6hRKK1ejtHZdyOJJH8Xkr14BLtM1czOkfRrks6WdJsWJ2/4lYTLvFfStKTDkhbcfSxZK5Pp6zNt3rhOu3dsbTvzSGOkublzMNKMEMhWfDqpCUC3uu3r5BBAbJrr2O33HdQ7P7NPb3/JM3Tqk07Q0BpqFMqll2N09t1IIsnfhWQvHiHPjPt1SX8r6enu/mp3/3Sge8ad7e5n5D0Q19DXZxpdt1YnjRyv0XVrjwktI81IC9mK02o1AehWL32dHAKIyfI6NvHonJ78+OO0af0QNQql0+sxOvtu9Crp34VkLw6Jz4wzs//k7t92918zs7XuPtf0vZ929y8lfY0iYaQZaSFbQDXQ1wEUHXUMVULekTUyVw4hLlP9sKSfrP//X5v+L0k7l33dLZf0WTNzSde6+3XLf8DMLpZ0sSSdfPLJCV4qnMZIcxHUaq7JmXk6cQ56ye7ybDWmtGb7IUsx1d2y1rAi7UeKJKbsAt0oYnab61hZazVWV8TsdmN5tk98/BDZLolusptHjeNYsfhCDMZZm/+3+rpbW939+2b2JEmfM7Nvu/s/Nf9AfYDuOkkaGxvzhK9XKUmmREZySbPL9kNeYqm79AF0K5bsAt0qcnap1dVW5OyuhmyXW6fZJQfoVYh7xnmb/7f6ursFu3+//u+DknZLenaS5eWtcRbT/VOP6cHpH+mHM4v/n5ieU62W/b4pyZTIyF/I7deczW7y2OvvobpCZqZsNYz+BCCpGOtI3rU6xnWC4lgpP71kmzyWz0o5iH17x96+sgtxZtwmM3uPFs+Ca/xf9a9P6nWhZjYsqc/dp+v//0VJf5i4tTlpNWJ+9flbdNXN+zTx6Fwuo+dJpkRG/kJtv14/zeFTIHQrdGbKVMPoTwCSirWO5FmrY10nKIbV8tNttsljObXLQa1Wi3p7k8f8hTgz7s2S9koab/p/4+vfTbDcjZK+aGZ3SPqKpJvc/eaEbc1NqxHzN3/sTr32eafmdjZHY0rkZp1OiYz8hdp+vX5infcn3Sie0JkpUw2jPwFIKtY6kmetjnWdoBhWy0+32SaP5dQuB4ddUW9v8pi/xINx7n7DSo8Ey/2Ouz+z/vgv7v5HSduap3Yj5uuH1iz9P+uzOZJOiYx8hdp+vX5iXaazkpCN0JkpUw2jPwFIKtY6kmetjnWdoBhWy0+32SaP5dQuB+4e9fYmj/kLcZkqOtAYMW8O/KaRIR2cPbT0/6zP5mBK5GILtf3aZXO1PPb6e6iu0JkpUw2jPwFIKtY6kmetjnWdoBhWy0+32SaP5dQuB5Mz81Fvb/KYvxCXqZZeiBsbthoxv/r8LbrmtntyPZujMSXySSPHa3Td2kL+EVtlIbZfr59Yt/u9kaE13AgULSU9O6JVLS5LDSvTWX4A8hFzHcmrVodcJ9zovHo6yU8j2yc+fvFnHnh4tm0+Yu6jSKZVjYt9e2fdPmrosTgzbhWhbmy4fMR8zUCfBvpMf/rKMwt9NgeKr9dPrFv93sjQGt098Sg3AkVLSc6OKPtNZst0lh+AfFBHjhVqnZR9H4TWOs1Pp/mgj1ZL7Ns7y/ZRQ1tLPBhnZu+V1HZY093fkPQ18tTuxoa7d2zV6Lq1XS2rMWJ+lOFQLQV61zKbPfzexPRcsP6Ccuo1ayFrcax6XTcA0EAdOVaIdVKFfRBa6yQ/3eSDPlotsW/vrNpHDW0txJlx4wGWEa1Ob2xYq7kmZ+ajHPUGetVtrrkRKNLSSbaowwCAXq20D+H4BivJKx8c91RTEbc7NbS1xINxy2dMNbN1i0/7o0mXHYNObmzIaZcoo15yzY1AkZbVskUdBgD0arV9CMc3WEke+eC4p5qKut2poa0Fm8DBzJ5hZrdL+oaku8xsr5n9l1DLz0snNzZsd9rl5Mx8Lm0GQugl17HfqBTFtVq2qMMAgF6ttg/h+AYrySMfHPdUU1G3OzW0tZATOFwn6bfd/VZJMrPnSbpe0nMCvkbmOrmxIaddoox6yXXsNypFca2WLeowAKBXq+1DOL7BSvLIB8c91VTU7U4NbS3kYNxwYyBOktz9NjMrxfQEq93YkNMukynide9V0Guul/eXxjTWbF8ksVqdoA4DAFrp5Dizk31I7DdiR76yzsdKmeVvq/LK+ng3ZJaooccKORj3HTO7XNKN9a9fJem7AZcfrcZpl8uv3c7qtMsiF9y0rnsv8joJKcl6WC3XnSy7qPc1QHZC5SjrOkyNQZ5OueymvJuQWBbvodvXuPeKF6bUEqRltVrcyf6jVnP190nXvuosXfIXe3M5lgcaVsp08/eGBvtbHveMDK3h2LvEej3e7eW4Nau/46p8TG3uHmZBZiOS3ibpZyWZpH+S9AfuPhXkBTowNjbm4+P5TO6aV4iKPtgxMT2nbTv3HDO6n2Sa4x7XSa4rK43shshGu1x3uuw0ti+OUdjshs5RVnW46HU3ItFntwyDXuhcF4Nx0We3CjqpxavtP5qXMXrCWr3hBafpqU8c9crFngAAIABJREFU1vFr+/XE4bVlrOlkN2IrZVrSMd/b9RvP1gnHDejQQm3puGdyZr6sx95kt67b491ej1uz+DuuIsfUbd9IsAkc3H3K3d/g7j/p7me6+//KciAub43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/yBUwD8/MaePxx2jdIBMpnep2n2cpixN67J9QVlXSXC49rnN119tuvGvhiiQmXJGF5XJ86fV36pMXP1OPOf6YZesMHxAA8VjaH8eOTGvj8cfohh3P0tHZeqHHDDGP/5CfpOegrMbV5BcIOxk36u4vDLg9FFC3l0bXaqbT1g9p+Jg1TKT0KOZnO2R1Qo/5E8qqCpHL1uNar7vefs5m/fGLqRPITrscu3vb/PEBARCPMvfHmMd/yE+IzGcxria/QNjJuH8ys//i7t8IuE0UTC+XRjORkkzsz0zj+FZT6FySI+Sh1xyTVyAeZe2PsY//kJ8iZJ78AmFWU236GUm3m9k+M7vTzL5hZncG3H4h1euusYlp3T/+sA5O/Eg/mJz/89jEdMdLTBdJ7CsMlVGIfd6a07yyGUMbEE67XI4Mrsn1OJMzdCOrc1qauSTzqLrY+kCo9jDmzkbo/MSWx7yQXyDslXG/EHBbpbDcgymvPG+z3vG5+VUBy/iQyjLfDhCrpPs8hgeoxtAGhLVcLkcG1+jusSO5HWdyhm5lcU5LM5dkHlUXWx8I2R7G3OkLnZ/Y8pgn8gsEuDLOzI5v/HGizatUuvk0Y7kHU17yqTv12mc/ceEhlYcmZ7Jqemaal0Y/buRYbRheS1HNQJJ93u4BqllmM4Y29IpPONtbmsvxqaO5Huci52w15DA9aZ/Tus1l0nFIWTKPYsmrRsXWB0K3hzF3ukIfr6Xb23DcWv3nQz/S/sPVPHeTX1RdiCvjPibpbM2vouqSWnuRS3pCgPeIQrefZrR7MOW6wTULf+YhlchbDA9QjaENveATzu7kfZzzfv+0kMNi6yaXocYhRc88iiXPGhVbH4itPVhZ6OPVur0zT12n33vBJl16/Z2cu4GKSnxlnLufbWYm6f919ye4++ktr9JMxEndfzrSfDBlq9GRQR2eOrrwZx5Siby1y2mW2YyhDb2I7RP32OV9nPN+/7SQw2LrJpehxiFFzzyKJc8aFVsfiK09WFno49W6vdc++4kLE3ES526gioIs4ODuLml3iG3FrNtPR5Z7MOWV523WVbfew0Mqu8QtWPPS2A8xPEA1hjb0gk+4u5P3cc77/Xu1Wr8nh8XWTS5DjEM6yTznXITQzNHDM7O51ajY6n5s7cHKQh+v1u2tG1zDuRuouJALOHzFzJ7m7v8ScJtR6XYJ5qUPplzTX1N/zfSBV54Z9CGV9brr0ORMaR9+yS1Y89LaD70+QDVk7or6EFeWZe9Ou0UdsqpfRcxZJ/2eHMal29rYTS6TjkM6aQ/nXITQmqM3nX1GbjWqkz6Q5Ti6iOehKgt9vJZub7l+saa//bUyZf+dD6iaIFfGNTxH8xNy95jZnWb2DTO7M+D2c9fLpyOtD6Y8efgYnTgU9iGVzcHOOTv3aNsVt+icnXu078DEoz7FLvKn3NyCNS/N/bDcA1RXykynuUvahtjxCXf3Wo/z+qEB3T12JGiOunn/PHPWaU3upN+Tw3j0Whs7zWXScUgnme/0XFPkcQXS15qjq269R1ecu3nF3KaZp5X6QBrjmSTtQX7aZTD08Wpub3CgT1eet7hfXHneZvW32X4eWQWQrpBXxv1CwG1FKcZPs9oNmnfv2KYNw2slFf9Tbm7BmpflflgtM53krgpirAlFUtUcdVOTO+n35DAeaWc6i2PdSeaKPq5A+lpzdMd9h/XOz+/Tm84+Qz/1mGENDvQvym2eearqeQiL5ZHBqZk5veNz8/1i3eAaHZ46qnd8bp8+8MozpaFH//9kFSifkFfGHS/p6Y3XsLt/z92/F3D7UYjt06xOBs1Fv7KMh93Oy3I/rJYZJkgfEVtNKJKq5qibmtxpvyeHccgi02kf604yV/RxBdK3NEd33HdYb/3sXRoc6H9UbvPMU1XPQ1gsjwwO9Pdp7Mi0Lr7udr3imq/o4utu19iR6bbjerIKlE/iyTgzO8HMbpX0fyS9UtKvSvq0md1iZscn3T5W1smguejFm1uw5mW5H1bLDBOkCKGqOeqmJlP/iqUMme4kc0UfVyB9aS5MElIZ+iySyyOD3Z7fySpQPiFuU32rpL2SznL3uiSZWU3S5ZLeLum/B3gPtNEs5Esvq24t5EV/uDe3YM3Lcj+slplOcgespqo56qYmU/+KpQyZ7iRzRR9XIH1pLkwSUhn6LJLLI4Pdnt/JKlA+ISbjfl7S5uZEnCS5e93M/kDSNwJsHyvopJCXoXg3b8upuqz2w2qZYYIAIVQ1R93WZOpfcZQl06tlrgzjCqSv09qVZ57K0meRTF4Z7Ob8TlaB8gkxGTfj7rNLv+jus2Y2HWD7WMVqhZzijW51khkmCBBCFXNETS63KmSaDCOkvPNUhT6LleWdwU6RVaBcQkzGHWNmZ0paWq1MUmGrRb3uOjQ5E3VB7gbFuxpC5pbMAL1brS/Sv1B0zQw3s/7AQ1OlGC8hH7HUxLKN/9G5TjNIRhDSaZfdmHcTCqGX/XTv5S9KoSVhhZiMe0DSu9v8238G2H7m8lxiPSROFtWyXG6vPn+LTll3jNYNcuyBpDqtqWU5hwCrZZ6sFxdjxEcjz/mLPZdkBEBIiVdTdffnrPQK0cis5bnEeijNk8U5O/do2xW36Jyde7TvwITqdc+7aUjJcrm9+C9v19fve4hjDyTUTU0twzkE6CTzZL2YGCMujzznqwi5JCMAQko8GbccM7smje1mJc8l1kPhZFE97XJ77EAfxx5IqJuaWoZzCNBJ5sl6MTFGXB55zlcRcklGAISUymScpK0pbTcTzeWtW3WzvHW97hqbmNb94w9rbGI6l090OFmU00rZapfbw1NHOfZAQt3U1KTnECmO8wjiknUmOsl8iKwje1mNEYtWx8hzvorwu8tKGSla3gHkL63JuIMpbTcTzeWtm8W2k+WtWwvw/vGH9cbdd+Z6iTUDivJZ7fL95XJ7xbmbddWt9/R87BlYoEjSzGs3NbWXc0irItyqg+4kzWYemegk80mzjnxkMUYsYh0bGVyjqy/YQp5zUoTfXdrVvJHBNbnknXE6UGzmHrbTmtmQu08G3WiHtm7d6nv37g2yrW4eILrcwzyvOHez3vn5fbrjvsMaHRnU7h3bMl0ligeMdi3XndJJdscmpnXOzj2LPjVcmq163fXg5LQenp7Tdx+c1PtuvltjR6Z7OvZkqDCiz24W0s5rt9tP8hDqTvp6SVQiuyGymUcmOm137A9cT0mhs5vF+b1oday5T97zhX06d8upWj80oJOH1+qxJwyqvz+taxdyEW12izLuXK7mHZqcibZGl0i02W1V1dVRu125NIv9FNFqqm2zG2I11fl3MHuWpA9JOk7S483sKZIudvcdod4jS90ssb7cMw4uvf5OvensM3Txdbfncol1rWbatHFYu3dsq9oAubQ6uXy/VjOdPHyM6kOuobX9+sArz+z52Ld7dkesA2lUW9p57bamdnMOWaoIt+qgcyGymUcmOs18kqwjH1mMEYtWx1r76U13zd/gE/PkYRkV5XeX5WpeHnlnnA4UX7DJOEnvkfQCSZ+RJHf/upn9XMDtR6tdAV43uEZSfpdYM0Aul+bl+0s/dVsuWyGOfdEG0qi2LPKaVU3tpq8jfiGymVcmGEeUV9rHtmg0/18TAAAgAElEQVR1jDFPHIpac/LIO5kFii/oddfuft+SL1WiGqz04HyeN4FQsn42TxGe3QE0lSmvPIerXEJkk0ygaIqW2TKdQ5C9PPJOZoHiC3ll3H2NW1XdzAYkvU7StwJuP1rNAtx6z/7VF2zRSUMD2r1jW5SXWKN4sr58f7lcxzyQRrWVKa9FuVUHnQmRTTKBoilaZst0DkH28sg7mQWKL+Rk3GslvVfS4yTtl3STpN9a7ZvM7M8lnS3poLs/ufG1EyV9QtJpku6V9HJ3Hw/Y1qCKNuBAcWV5+T65RpGULa9FvVUHjxYqm2QCRVOkzJbtHILsZZ13MgsUX7DJOHd/UNKv9vCtfyHpA5J2tXztMkk3u/vlZnZZ4++XJm5kioo04AA6Ra5RJOQVsSKbQPzopygaMgsUW8jVVN+3zJcfkrTX3T/d7vvc/e/N7LQlX36ppGc3/vwRSbcq8sk4AAAAAAAAYDUhF3A4RtJTJd3deG2WdKKkV5vZn3a5rY3u/oAkNf57crv/0cxeY2Z7zWzv2NhYby0HckB2UVRkF0VFdlFUZBdFRXZRVGQXaQv5zLgfl3SWu89Kkpl9UPPPjXuepG8EfJ9F3P0aSddI0tatWz2t9ymiet11aHIm+ucIFKWdoXWa3Srsnyr8jGVC3W1vdraug0emdXSurjV9NZ183Fr19wdduBwJkN2w9ZbanZ0ssxv7cY29fVisCHU3rUyR1WIrQnZRbCEn4x4naUjzt6aq8efHuvucmU13ua0DZnaKuz9gZqdIOhiwnZVQr7v2HZh41Ao7mzYOR3USKEo781KF/VOFnxHVMDtb17cPTOi1f3n7QpavOn+LfnLjMBNyiELIekvtLqfYj2vs7UPxpJUpsgpgNSF/O3iHpK+Z2f82s7+QdIekd5rZkKQvdrmtz0i6sPHnCyW1feYclndocmah+EvS/vEpXbRrrw5NzuTcssWK0s68VGH/VOFnRDUcPDK9MBEnzWf5tX95uw4e6fbzKCAdIesttbucYj+usbcPxZNWpsgqgNWEXE31w2b2t5KeLskk/YG7f7/xz5e0+z4z+yvNL9Zwkpntl/THki6X9Ekze7Wk/5D0slDtrIqZ2bmF4t+0f3xKM7NzObVoeUVpZ16qsH+q8DOiGo7O1ZfN8uxcPacWAYuFrLfU7nKK/bjG3j4UT1qZIqsAVhP6vpmapDFJP5D042b2c6t9g7v/iruf4u5r3H3U3T/s7ofc/bnu/qTGf38QuJ2lN9Dfp9GRwUVfGx0Z1EB/X04tWl5R2pmXKuyfKvyMqIY1fbVls9zfxy2qiEPIekvtLqfYj2vs7UPxpJUpsgpgNcF+QzCzKyTtkfRGzV8Jd4mk3wu1fXRn/dCArt2+deEk0HxOwfqhgZxbtlhR2pmXKuyfKvyMqIaTj1urq87fsijLV52/RScftzbnlgHzQtZbanc5xX5cY28fiietTJFVAKsx9zALg5jZPkmb3T23h+Ns3brV9+7dm9fbR6coK/hE0s5cd8xK2Y1k/6SqCj9jiqLNbhU1V1Odnaurn9VUV0N2c8BqqkGUOruxH9fY2xe5Ume3V6ymWgiFyO5pl92YQWvic+/lL+rq/89iP3XbphS1zW7I1VS/I2mNJJ5UHYlazbRhOP4rMorSzrxUYf9U4WdENfT31/TYdYOr/49ATkLWW2p3OcV+XGNvH4onrUyRVQArCTkZ97DmV1O9WS0Tcu7+uoDvAQAAAAAAgAjEeEVgEa6+CzkZ95nGCwiOy7wXY38ACImagioj/51hP6EIyCmAogg2GefuHwm1LaBVve7ad2BCF+3aq/3jUwsPQN20cbiSJ1f2B4CQqCmoMvLfGfYTioCcAiiSxE+VNrNPNv77DTO7c+kreRPLqV53jU1M6/7xhzU2Ma16PcxCGmV0aHJm4aQqSfvHp3TRrr06NDmTc8vyEdP+IMdAOHn1p5hqSlVRS/NTtvynlaWy7SeUUxFySr0H0BTiyrjfafz37ADbqgQ+tenOzOzcwkm1af/4lGZm53JqUb5i2R/kGAgnz/4US02pKmppvsqU/zSzVKb9hPKKPafUewCtEl8Z5+4PNP77veZL0qSk/2j8GUsU4VObmAz092l0ZPHqhKMjgxro78upRfmKZX+QYyCcPPtTLDWlqqil+SpT/tPMUpn2E8or9pxS7wG0CnGb6jPM7FYzu8HMzjSzb0r6pqQDZvbC5E0sn9g/tVlJHpdWrx8a0LXbty6cXJufIq0fGkj9vWPS3Pczs3P62G/8Vz3/jJMl5bc/ipxjIDZZ9Kd29Zsamy9qaRi9jk/KlP80s9RuP40MruGWO0Rjpf4cw+2h1HsArULcpvoBSX8g6QRJX5L0C+7+FTP7SUl/JelzAd6jVJqf2rQW45g+tWknr0urazXTpo3D2r1jW2VXRlpu3199wRa99aVPVq1Wy2V/FDXHQIzS7k+r1e+q19g8UUuTSzI+KVP+08zScvtpZHCN7h47wi13iEa7/iwpittDqfcAWiW+Mk5Sv7vf5O5/Lek/3f0rkuTu3w6w7VIq6qeweV5aXfu/7Z152BxVmfZ/dxKWsK/yIeAERxQZBwJmEGWZAH6IiiyCAxgUGHUWVxRkZBgljOLnqKB+MCAQkGUCyBoYGTYDGBbZAoGETRCigMomyCpbnvnjnM5b6XS/b79Ld1dX37/req+3qrqW55y6z6lTz3nOqXFi7ZWXY73VV2DtlZfru0Zeo7z/xzPnMm7cuK7lR6/q2Jgy0u7yNFT93e91bDdxXTp6Rts+qYr+262l+nx65uXXPOTOlI5G5bksw0Nd3xtjioxFZNyiwvLLdb85Vr0BvdoL69Dq7lHGvO9VHRtTRtpdnspYh5iE69LRY30nOq0l57vpFcqiVdf3xpgiY+GM20zSc4CAiXmZvL78GJy/ktR6bbrNokXB0y++2tIDwaHV3aNZ3k9cdvzieeS68UAvi45N/zKcOqzstLM8uf4uN7V7X9Pz7//0cs/ruZNY3wN08rk8nHyvUl1teo921hHD1bbbzsaYGmPxNdXxEbFKRKwcERPycm19mbEw0rSH2hwrexx/A1v/xzXscfwN3P/4800nNHVodfdolPdn/P2WPP7cKy3fP2OqxnDrsH7G9Xf5sZ5HjvXdHVrNd2vbdJt21RHWtjFmNCiiOpXFlClT4rbbbuu2GT3Dk88nR059L9FFn926aY9NhXs2u5qIVrRbn/dB8NHjbxzW/TOVpPTabRcjqcP6mRLW332r3UZYz6Ojw/q2djOt5Lu1XSr6VrvtqCOs7Y7SE9qd9LVLO2CNKQsLv/PhVnZrqt2xGKZqepSRzJ/g0OruUZ/3jz3zUinmvzCmW5RlDphewfV3ubGeR4f13R1ayXdr25SBdtQR1rYxZjSMxddUTY9Smz+hSL/OsdKL+P6ZfsdlwFQJ69lUFWvbVBVr2xgzGuyM62M8x0pv4/tn+h2XAVMlrGdTVaxtU1WsbWPMaPAw1T7Gn9fubXz/TL/jMmCqhPVsqoq1baqKtW2MGQ12xvU5nmOlt/H9M/2Oy4CpEtazqSrWtqkq1rYxZqR4mKoxxhhjjDHGGGOMMR3CzjhjjDHGGGOMMcYYYzqEnXHGGGOMMcYYY4wxxnQIO+OMMcYYY4wxxhhjjOkQdsYZY4wxxhhjjDHGGNMhFBHdtmHMkPQk8Jtu21FgLeCpbhvRYXo1zU9FxM7dungL2u3VfB2KqqYLOpe2smi3SvfSaekMZdFuM8qcd93A+TFA2bVbBvpVL2VPdz9qt4z3xDa1RtGmftRukTLenxpltg26b19T7VbKGVc2JN0WEVO6bUcn6cc0d4Kq5mtV0wXVTlsjqpRep8WA864e54cZDv2ql35Nd5kp4z2xTa1RRpu6RZnzosy2Qbnt8zBVY4wxxhhjjDHGGGM6hJ1xxhhjjDHGGGOMMcZ0CDvj2stJ3TagC/RjmjtBVfO1qumCaqetEVVKr9NiwHlXj/PDDId+1Uu/prvMlPGe2KbWKKNN3aLMeVFm26DE9nnOOGOMMcYYY4wxxhhjOoQj44wxxhhjjDHGGGOM6RB2xhljjDHGGGOMMcYY0yHsjGsjksZLukPSz7ptS7uRtJqk8yXdJ+leSe/ttk1VQNLOku6X9KCkr3XbnrFE0kJJ8yXNk3Rbt+0ZDZJOlfSEpAWFbWtIukrSA/n/6t20sZ1USae9rMt+1+FYUiVNjwRryQwHSRtIuia3/+6W9KW8vdKakbS8pFsk3ZnTfWTevqGkm3O6fypp2W7b2i+UUYtl1Un9e2q37ck2LNUGq3o9Uk/Zn79lLGN19pWyvDXDzrj28iXg3m4b0SF+BFweERsDm9E/6W4bksYD/wl8ENgE2FfSJt21aszZPiImR8SUbhsySk4Ddq7b9jVgdkRsBMzO65WjojrtVV2eRp/qcCypqKaHy2lYS6Z1XgcOjoh3AlsBn8tlpuqaeQXYISI2AyYDO0vaCvgP4Ac53c8An+qijf1GGbVYVp3Uv6d2254a9W2wqtcj9ZxGuZ+/ZSxjRcpa3hpiZ1ybkLQ+8GFgRrdtaTeSVgG2A04BiIhXI+LZ7lpVCbYEHoyIhyLiVeAcYLcu22QaEBFzgD/Wbd4NOD0vnw7s3lGjOod1WhL6XIdjSd9r2loywyEifh8Rt+fl50kv+OtRcc1E4oW8ukz+C2AH4Py8vXLpLjNl1GIZdVL/nipJ3bRnCCpdj9RT9udvGctYnX2lK2+DYWdc+/ghcCiwqNuGdIC3Ak8CP8nhzjMkrdhtoyrAesAjhfVH87aqEMCVkuZK+oduG9MG1omI30N6cAFv6rI97aJqOq2aLvtFh2NJ1TQ9VlhLZkgkTQI2B26mDzSTh/rNA54ArgJ+DTwbEa/nXVx/dIkyabGEOql/T12zy/bUaNQGq3w90gKlzIMylbE6u8pW3ppiZ1wbkLQL8EREzO22LR1iArAFcEJEbA68SPVDiDuBGmyLjlvRPraOiC1IQ8E+J2m7bhtkRkTVdGpdmqpp2piOIGkl4ALgoIh4rtv2dIKIeCMiJgPrk6Jq39lot85aZcqmxTLppMl7almee26D9QhlK2NFylTehsLOuPawNbCrpIWk4S07SPqv7prUVh4FHo2Im/P6+STnnBkdjwIbFNbXB37XJVvGnIj4Xf7/BHARqbKsEo9LWhcg/3+iy/a0i0rptIK67BcdjiWV0vQYYi2ZpkhahvRiNjMiLsyb+0YzeXqWa0lzKK0maUL+yfVHhymzFkuik6XeU0mRcl3XbZM2WCnuXZcpVR6UuYwVKUl5GxQ749pARBwWEetHxCRgH+DqiNivy2a1jYj4A/CIpHfkTTsC93TRpKpwK7BR/vrLsiQtXdJlm8YESStKWrm2DOwELBj8qJ7jEmD/vLw/cHEXbWknldFpRXXZLzocSyqj6THGWjINyfNNnQLcGxHHFH6qtGYkrS1ptbw8EXg/af6ka4C98m6VS3eZKaMWy6aTJu+p07plT41B2mCVrkdapDR5UMYyVqRs5W0oFFGKCL3KImkqcEhE7NJtW9qJpMmkSUCXBR4CDoyIZ7prVe8j6UOk3qrxwKkRcVSXTRoTJL2V1OMFaZjzWb2cNklnA1OBtYDHgSOAWcC5wFuA3wIfi4j6CVkrQVV02uu67HcdjiVV0fRIsZbMcJC0DXAdMJ+BOaj+lTSPUGU1I2lT0kTg40kBDudGxL/nZ8k5wBrAHcB+EfFK9yztH8qoxTLrpPie2m17mrXBJK1JheuResr+/C1jGauzr7TlrRF2xhljjDHGGGOMMcYY0yE8TNUYY4wxxhhjjDHGmA5hZ5wxxhhjjDHGGGOMMR3CzjhjjDHGGGOMMcYYYzqEnXHGGGOMMcYYY4wxxnQIO+OMMcYYY4wxxhhjjOkQdsa1EUnrS7pY0gOSHpJ0nKTlWjjufyStNsQ+B0h6c2F9hqRN8vJCSWsNw85dJN0h6U5J90j6x7z9NEl7tXoeUx0k7SEpJG1c2DZJ0oIRnm+4mjxA0nFNtj+Z9fqApCskvW8kNuXzTS0eb823hx7Q07zC3yYjsWkkjIXeJP1ntvseSS8X0jFqHUuaIunEvPx3ku6W9AtJq+dtG0maWdh/+fz7+NFeuxNYl03tGpN6MJ/n4Wz/fZKOaOGYgyStUFj/19HaMci1Npc0Iy/vmfV9naQ187a/lHROYf9lJc2RNKFdNnWSkus/JO3YwNYR6XK4z3pJaxbK3h8kPVZYX3YkNtSd/zhJ71PiHEl3Sfpm4fcjJX24sL67pK+P9rq9gHU59LkkvZG1eKek2zVEOzjn38cL65MlfWgkNreCpB9K2i4vz8z6/nbh969L2q2wvoukI9tlTzdpdq8kvVnS+R24/rWS7s/34L5c9zT1Mag1H8S1kqa0sM9vJamwbZakF4afisXH17cPGp5L0nRJh7RwvvMlvVXScpIul7RA0mcLv58kafPC+uclHThS+5thZ1ybyOK7EJgVERsBGwETge8OdWxEfCginh1itwOAxc64iPh0RNwzAjuXAU4CPhIRmwGbA9cO9zwNzitJ1lfvsi9wPbBPtw1pwE8jYvNcrr4DXCjpnSM811RgxM480zJl19Pkwt+w69Ei6rAjKiI+FxGTgQ8Bvy6kYywaeYcD/z8vfwXYEjiHgft4FLD4BTEi/gzMAXrFoW1dtp+vZn1OBvaXtOEQ+x8ErFBYb5szLp/72Lx8MLAVcAZQe2n9Fkvq+1VgNrB3G23qJGXW/3ySfTX2Ae4cxfmmMoxnfUQ8XSt7wI+BHxTK4qujsANJawObR8SNpDb3KxGxKbCjpBUlrQdMjohLC4ddDOwpafnRXLtHsC6H5uWsxc2Aw4D/N8T+kxio1yDVx21xxklaA9gqIuZI2hQg63tbSatKWhfYMiIuLhx2KbBr0dFSIRreq4j4XUR0qq00Ld+DTYFXSPXJEtTe21v0QbTKs8DW+fyrAeuO8nz17YMRI+mvgPER8RDwAWAuKX/+If++GTAuIu4oHHYq8MWxuH4RO0vaxw7AnyPiJwAR8QbwZeCTklaq73mR9DNJU/PyQklr5Z6MeyWdrNRje6WkibnXZAowM3vbJzbzUkvaT9Iteb8TGzTIVwYmAE9nO1+JiPsLv28n6UalyL698jlXkjQ7e/jn13o3CvYeD9wObCBpJ0m/zPueJ2mlschc0z7yPdoa+BRNGkOSxkv6fr7/d0n6Qt6+o1LU2nxJp2rJSNAvFDSzcd5/jdxTcpekm2oP7laJiGtIzuRa5fmXuXdjrlKEQ+06H5F0c7bt55LWkTQJ+Cfgy7l8bJtP20jz6ypFRMzLPSfbLmWMaUgv6algz09V6DVW6q3eM9v5PUm35mvUooinSrpG0lnAfEnflPSlwvFHSfpibuwcpxTFdinwpsI+38jnXaDUG6es59sL+2wkae4w0rFF1v1dki6QtGrefr1Sz/Uvc/41enasCmwcEXfnTYuAZUkNodckbQ8szA2ZIrOAaa3a2C2sy47rsuZEeLFZHkr6IqmT8Zps93eAiUr17sx83FeyLQskHZS3TVLq8Z+Rt8+U9H5JNyhFUG/ZIC9XBjaNiNqL9CJgOQb0vS3w+4h4oO7QntD3UPSA/q8DtpS0TLb1bcC8gm0NbVBqPx9ZtEHDeNa3iqRDCzqs5cvblNrqZ+ZrnytpYoPDPwZclpdfI2l8HKl+XUSdExggIiLnSduimcqAdQkMX5erAM/k60jpWbAgX6fWcfAdkjNsnqR/Af4d2Duv790sL5QijE5Xev9cKOmjkr6bz325UkBHPXsBl+flen2/ka/9jeIBWd/XAru0kN5epnivFkd7KvkELsx5+oCkxYE7kj4l6VdK7/knK/sOJK2t1K67Nf9tPdTFc0fCocBbJG2mxu/tg/ogiueTNC7r41tNLlnsvP0oKUipdmxDrSq1W65Vilq7T+l5LtW1DwrnOUop6vAmSevU2TdYW2UaA07J10gBU8Wo92+ytE5fAhaqQZtiVESE/9rwR/Kc/qDB9jtIPRIHAMcVtv8MmJqXFwJrkXoyXif1kAGcC+yXl68FphSOX7xeOP6dwH8Dy+TtxwOfbGDTDOAJ4GySOMfl7acB55GctpsAD+btE4BV8vJawIOAsr2LSD0itd/mACvm9X8BvtHte+O/IbW7H3BKXr4R2CIvTwIW5OV/Bi4AJuT1NUgvW48Ab8/bzgAOKmjyC3n5s8CMvHwscERe3gGYl5eXKB8F25baDuwOXJaXZwMb5eX3AFfn5dUB5eVPA0fn5enAIYVzNdP8wcDheXk8sHK371Ov/PWAnp4kNaZrfxOBPYDT8z7LZjsmkpy+/5a3LwfcBmxI6t1+EdiwkLbb8/I44NfAmqTGyFVZQ28m9RruVUtzwa4zSdHKANcw8Az4di3dDdKyOD8L2+4Btikc+/28fD1wQn0+1R37f0nRWbX1nUk9h5eQGpRXAas2OG4C8ES3dWdddl+XpPr04Wz/C8C38/ah8nCtwjleKCy/mxSZsiKwEnA3KbJoEqmt9Nc5XXNJPdgCdiONUKi3bXvggjq9zyW1mVYFrgBWb3DceODJbuu3D/R/HHAM6eV8GnBE1tNeI7RhOi0865vkVf2xW5KioVYgdWjfS4qoeBsQDLSBF9tVd76ZwAcL68eSyshBWeMnNrFjfxq8V1Tpz7psTZckp9Y84D7gT8C78/Y9GajL1wF+S4pGmgr8rD4tdRpslBfTSe2FZYDNgJdq2gUuAnZvYNvp5OdEXv9htvVg0vvvjCZpmgYc220NtkHTze5VUdMHAA+Rnj3LA78BNiA9jxeSNL4MyRl8XD7mLAbad28B7m1y/Wsp+AvytlmkCO9JFN7bC1ptxQexFclvcPgg130PcFfW45X5nC+0oNU/AeuTysEvC+lcyJLtg2CgTfJdBtpB08nliiZtFeAXwF/n5Qk5P+8gRZDuSi4PDdJ1OHDwWGrEkXHtQySRNNo+HB6OiFqvy1ySkFtlR9KD/VZJ8/L6W+t3iohP599uAQ4hNWJrzIqIRZGGyNQ8zgK+Leku4OfAeoXffhMRN+XlrUgPkxvy9fcH/mIY9pvusC+pN4P8f98G+7wf+HFEvA4QEX8E3kHS66/yPqcD2xWOqfWIFHW8DekFj4i4GlhTOXpnGAgW96i+Dzgv6+1EBkKi1weukDQf+CrwV4Ocr5HmbwUOlDSdVHk/P0wb+5my66l+OODLpKiFHXKv9geBOXn7TqTo5nnAzSRHxkb5PLdExMP52guBp5XmmtgJuCMins72nx0Rb0TE74CrC3ZsrxTFNp/UGK5pdAZJe+NJjaezhkgPkOY8ApaPiOvzpvr8O7uQT2/S0lHL65IcQuT9Lo+Id0fErqTIjlnAu3Lv5Um1HtN8D6O+B7WEWJed0WVtmOr/IQ3De18LediMbYCLIuLFiHiBlNe1aJKHI2J+RCwiOelmR2o5z6dxu6le31dlfX+E1MHzP8A7sr5PVh4+FWmUw6tKkXW9TNn1X7Nrn/x3dmH7SGxoRKNnfStsS3LkvpTbArNIaSTbVWsD/1dhe5F67X0hl/EfkqKGjlCKSD1X0t8XjnuCwvQ0FcW6bE2XtaGPG5M6ys6QpJymWl3+OMnh8DctpGmwvLgsIl4j1aXjGYh6a7VuPSjbejQ52kjS4VnfnykcV1V9N7tX9cyOiD9Fmu7jHtL78pbALyLij/kenFfY//3Acfm5fwmwyjCeS8XrF9/b6xnMB3EiyZl41CDXeYPkzN0bmJjbIDUG0+otEfFofp7Po3l5eZUUzNTIvhrN2iqLdRoRr0fExyNic1IeHwQcLemY3AbYtXC+MddpJSahLSl3k7y+i5G0CqlivR94F0sOE242D8QrheU3SL3grSJSL/phQ+0YEfNJw1jOJPVkH9Dg+rXCOw1Ym+Tdf03SQuqGoBT2vyoiGj1MTQnJL/A7kF6yg/TgDUmH1u/K0s7moRzNNS29wUDd0+iYRk7swdic1DM9Dng2v/jVcyxwTERcojQcfHoLdi62L9LcF9sBHwbOlPS9iDhjmHb2HT2qJyLiz5KuJc0jsTcDDW6RetWuWMLQpKli3QepAXAAyQlR7OBYyh6leYCOJ/VePpKdvrU69QJS7/vVwNzsPGmFofKv3o769Zdp8FzKTrtpJGfObFKZOID0YvKTvNuyLFmOSoV12XldRsQL2fZtSD3kI2GwvC/qbVFhfRGN27rN9L0CqePwAyQ7dyP1lE8DTs67LQf8eTiGl4le0X9E3CLpXaSX2V8V3l9HYsNg+7VyziKD7TtUvQrNtbcnKRpsdVJ01d8pDbU+K7+gL5+PrSTW5VL7tXJOIuKXSh+oWLuV/ZswWF68kq+zSNJruZMDhl+37kaK2l4ReFfW9xxJMyMN/6u0vmGpe1VP/fv+BAa/n+OA9+YOucVIuoLka7gtUrANdb+PJ0WR35s31bcRBrOp6IO4kdRZd3Sun5pxDimKcnq9KcO4brPyUtRjs/2atVUa6pQUuXo68F6Ss29vUnTeJfn3MdepI+Pax2xgBUmfhMXiP5oUXvoyKdRystJ46w1I3u/h8DwpPH4oG/aS9KZswxqSlohMU5r/bWph02RSeOxgrEoahlSbN6hZtNtNwNaS3pavtYKktw9xbtNd9gLOiIi/iIhJEbEByTlb37t7JfBPyl+VU5qw9T5gUu1+A58g9XQMxhzy/DtZh09FxHOtGivpb0lDtE7Oxz0s6WP5NylNwAlJs4/l5f0Lp2ilHJHLzRMRcTJwCrBFqzb2OT2lpzrOAQ4kRUHUnBxXAP+sPE+KpLdLWrHJ8ReRekH/pnD8HGAfpTlv1iUNlYOBBsFT2dm1eJ6Y3Mi5AjiBAWfXkETEU8DLGvjKWn3+LZ6fA3g8IuobZPeShl3V8zXSMO/XSQ2zIDXKV8jnWwd4LPdolhXrssO6zHn4HtLQ2MHysL5Ofk0D8xLNAXbPbYkVSeBg884AAATpSURBVMN2rxvq2k1opu9DgR/lKIRG+l6TNEz1tRFetwz0kv4PY+mPeIzEhpae9S0yB9hDab7mlUgO25oON5RUi+6ofYignqW0p/SF1s+ThkCuQNIcJIdU7QXz7cCIvijaI1iXI0BpDrzxpLm/55Dmghuv9KGQ7UijnuqvU78+ls+oRvpeBvgS8D2SvmsOlNpcclB9fdffq1a4BfhbSatnvReDfK4k1Rm1c08GiIgP5Ei8Ro64ZUgfkHgkIu4aYTJqnEKKID9Pg39h/Lp8zbPrtjfT6mAMu7wM0lZppNPVSUPQz2CgHg6WdNqNuU7tjGsT2VO7B8kZ9gCp4C0qhHPeQHrIzAe+T5o4cTicBvxY+QMOTWy4B/g34EqlIaVXsfSXTAQcqvTZ43nAkQxExTVjJjBF0m2kyvu+Jtd/Mp/r7Hz9m4CNG+1rSsO+pJe1Ihew5FeYIEVX/Ba4S9KdwMdzhXcgqWKeT6rEfjzE9aaTtHQXaYLZ/QffHRiYdPZXpMbQnhFR6+GZBnwq23Q3qZFcu855kq4Dniqc679Jjeri5LmNmArMk3QH6WH4oxbsNL2lp9pfzXl1Jalx8PMY+HreDNLwgduVJt49kSY9dvmYa4BzIw1tg5QXD5Dq/RPIDfVIX646OW+fRRoWXWQmqUEw3IiiTwA/yPmxCWli8BrPSbqRFDX6mQbH3g2sXXTq5I6jTWPgK3/HkBpPxaFF25O+jFZmrMvO6fJ7uW1xVz7PhUPk4UnAZRqYoPkkUv7PjIjbSW2fW0jDcWfEkl86a5mIuA9YVYVhPZLeTIoCrE3qfDSp3bI/A0Nbtie9gPQyvaB/ACLiskgfaipuG4kNrT7rW7HpFtKL5a0kfZyQR5dAqjc/k9O6Ikm/9VxKalMU+SJJzy+T3geWz2m7OtKQbKiG9gbDumyd2odt5gE/BfbP9flFpLr2TlIk0KER8Ye87XWlie6/THoGbJLPsTejyIsGNNL350gjtV7Ktijn0Q0x8OXOXmg7jIRm92pIIuIx0jxnN5OmhbqHNJ8apDpjitJHN+4hfQykGTPzvV1Aqpd2G2TflomIY0j11ZlKH+lotE9ExPdzB3GRZlodjPr2Qas0aqs00uk3gG9lH84VpI9lzmcgKh7SB2Z+PszrD0ptQnPTZnJD+mzgoxHR8tfwjDHG9B65YXI78LFY+ouMwz3XIaSPJXx9yJ1bO9/1wOdjYC6QZvt9lRQFdNowzn0xaXLbB0dnpWkHZdZlp8kvpc9HxIxhHHMhcFgs+dV5Y8gRUedH46kyivuJFDH3wVajj7Kj+LSI2Gn0lhrTXnIbY5eCo22o/dcBzoqIHdtrWe8haaVI0zxMIDmwTo2Ieqe1GYRGbZUcyHQNsHWrzlGl+Xa/EhGfGEv7HBnXISLixhx6bUecMcZUGEmbkL4yPXsMHB4XAZ+kO9GYx5E++d4SSh8WON+OuHJSIV2OFScwjLkN81DCWXbEmdGQoy4OIX0BsVU2yMcY0wsczPD0/ZZ8jFma6TmqbgFpRN2sLtvTUzRrq+Qo5CNIH6FslbWAMe98dGScMcYYY4wxxhhjjDEdwpFxxhhjjDHGGGOMMcZ0CDvjjDHGGGOMMcYYY4zpEHbGGWOMMcYYY4wxxhjTIeyMM8YYY4wxxhhjjDGmQ9gZZ4wxxhhjjDHGGGNMh/hf2ktnBeDNGZ4AAAAASUVORK5CYII=\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "alcohol_country3 = alcohol_country3.sort_values(by=[\"Quintile Share\"], ascending = False)\n", + "alcohol_country2 = alcohol_country2.sort_values(by=[\"Quintile Share\"], ascending = False)\n", + "#sns.pairplot(data=alcohol_country3.dropna().head(7), kind=\"reg\", plot_kws={'line_kws':{'color':'red'} ,'scatter_kws':{'alpha':0.7}})\n", + "sns.pairplot(data=alcohol_country3)#, kind=\"reg\", plot_kws={'line_kws':{'color':'red'} ,'scatter_kws':{'alpha':0.7}})\n", + "\n", + "#alcohol_country3.shape#(6)" + ] + }, + { + "cell_type": "code", + "execution_count": 64, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 64, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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Quintile ShareAlcohol DeathsAlcohol Everyday Top (%)Alcohol Everyday Bottom (%)Alcohol Month Top (%)Alcohol Month Bottom (%)Binge-Drink Monthly(%)
Quintile Share1.000000-0.2660750.0202660.045074-0.1570650.100774-0.274276
Alcohol Deaths-0.2660751.0000000.2624910.0266400.0900750.0056760.339952
Alcohol Everyday Top (%)0.0202660.2624911.0000000.806580-0.598354-0.594104-0.107653
Alcohol Everyday Bottom (%)0.0450740.0266400.8065801.000000-0.547251-0.772350-0.225697
Alcohol Month Top (%)-0.1570650.090075-0.598354-0.5472511.0000000.6328080.539901
Alcohol Month Bottom (%)0.1007740.005676-0.594104-0.7723500.6328081.0000000.202695
Binge-Drink Monthly(%)-0.2742760.339952-0.107653-0.2256970.5399010.2026951.000000
\n", + "
" + ], + "text/plain": [ + " Quintile Share Alcohol Deaths \\\n", + "Quintile Share 1.000000 -0.266075 \n", + "Alcohol Deaths -0.266075 1.000000 \n", + "Alcohol Everyday Top (%) 0.020266 0.262491 \n", + "Alcohol Everyday Bottom (%) 0.045074 0.026640 \n", + "Alcohol Month Top (%) -0.157065 0.090075 \n", + "Alcohol Month Bottom (%) 0.100774 0.005676 \n", + "Binge-Drink Monthly(%) -0.274276 0.339952 \n", + "\n", + " Alcohol Everyday Top (%) \\\n", + "Quintile Share 0.020266 \n", + "Alcohol Deaths 0.262491 \n", + "Alcohol Everyday Top (%) 1.000000 \n", + "Alcohol Everyday Bottom (%) 0.806580 \n", + "Alcohol Month Top (%) -0.598354 \n", + "Alcohol Month Bottom (%) -0.594104 \n", + "Binge-Drink Monthly(%) -0.107653 \n", + "\n", + " Alcohol Everyday Bottom (%) \\\n", + "Quintile Share 0.045074 \n", + "Alcohol Deaths 0.026640 \n", + "Alcohol Everyday Top (%) 0.806580 \n", + "Alcohol Everyday Bottom (%) 1.000000 \n", + "Alcohol Month Top (%) -0.547251 \n", + "Alcohol Month Bottom (%) -0.772350 \n", + "Binge-Drink Monthly(%) -0.225697 \n", + "\n", + " Alcohol Month Top (%) Alcohol Month Bottom (%) \\\n", + "Quintile Share -0.157065 0.100774 \n", + "Alcohol Deaths 0.090075 0.005676 \n", + "Alcohol Everyday Top (%) -0.598354 -0.594104 \n", + "Alcohol Everyday Bottom (%) -0.547251 -0.772350 \n", + "Alcohol Month Top (%) 1.000000 0.632808 \n", + "Alcohol Month Bottom (%) 0.632808 1.000000 \n", + "Binge-Drink Monthly(%) 0.539901 0.202695 \n", + "\n", + " Binge-Drink Monthly(%) \n", + "Quintile Share -0.274276 \n", + "Alcohol Deaths 0.339952 \n", + "Alcohol Everyday Top (%) -0.107653 \n", + "Alcohol Everyday Bottom (%) -0.225697 \n", + "Alcohol Month Top (%) 0.539901 \n", + "Alcohol Month Bottom (%) 0.202695 \n", + "Binge-Drink Monthly(%) 1.000000 " + ] + }, + "execution_count": 66, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "alcohol_country3.corr()" + ] + }, + { + "cell_type": "code", + "execution_count": 67, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(27, 8)" + ] + }, + "execution_count": 67, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "alcohol_country3.dropna().shape" + ] + }, + { + "cell_type": "code", + "execution_count": 68, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "6.7 6.966666666666668 5.6499999999999995 6.233333333333334\n" + ] + }, + { + "data": { + "image/png": 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\n", 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" + ], + "text/plain": [ + " Country geometry\n", + "21 Norway POLYGON ((31.10104220259763 69.55810108805622,..." + ] + }, + "execution_count": 70, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "eu_map = europe.drop(columns=[\"continent\",\"pop_est\",\"iso_a3\",\"gdp_md_est\"])\n", + "eu_map.head(1)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 71, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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CountrygeometryQuintile ShareAlcohol DeathsAlcohol Everyday (%)Alcohol Everyday Top (%)Alcohol Everyday Bottom (%)Alcohol Month Top (%)Alcohol Month Bottom (%)Binge-Drink Monthly(%)
0NorwayPOLYGON ((31.10104220259763 69.55810108805622,...3.43.312.11.52.848.145.541.7
1FrancePOLYGON ((6.186320428094177 49.46380280211451,...4.34.06NaNNaNNaNNaNNaN31.2
2SwedenPOLYGON ((11.02736860519687 58.85614940045936,...4.22.382.71.24.225.924.716.2
3BelarusPOLYGON ((28.17670942557794 56.16912995057879,...NaNNaNNaNNaNNaNNaNNaNNaN
4UkrainePOLYGON ((31.78599244755525 52.1016775699397, ...NaNNaNNaNNaNNaNNaNNaNNaN
5PolandPOLYGON ((23.48412763844985 53.91249766704114,...4.93.551.81.62.327.334.214.6
6AustriaPOLYGON ((16.97966678230404 48.12349701597631,...4.15.396.24.37.631.830.316.3
7HungaryPOLYGON ((22.08560835133486 48.42226430927179,...4.33.727.38.24.314.930.16.2
8MoldovaPOLYGON ((26.6193367855978 48.22072622333347, ...NaNNaNNaNNaNNaNNaNNaNNaN
9RomaniaPOLYGON ((28.23355350109904 45.48828318946829,...7.21.443.86.12.324.532.524.3
10LithuaniaPOLYGON ((26.49433149588376 55.61510691997763,...6.10.910.60.70.634.948.217.4
11LatviaPOLYGON ((27.28818484875151 57.47452830670383,...6.56.791.42.20.926.641.218.3
12EstoniaPOLYGON ((27.98112685700099 59.47537333432527,...6.54.512.02.52.526.037.018.1
13GermanyPOLYGON ((14.11968631354256 53.75702912049104,...5.15.839.38.011.825.221.023.7
14BulgariaPOLYGON ((22.65714969248299 44.23492300066128,...6.80.348.98.79.520.431.115.0
15Greece(POLYGON ((26.2900028826017 35.29999034274793,...6.50.126.96.78.224.028.88.9
16AlbaniaPOLYGON ((21.0200403174764 40.84272695572588, ...NaNNaNNaNNaNNaNNaNNaNNaN
17CroatiaPOLYGON ((16.56480838386486 46.50375092221983,...5.15.299.16.711.017.522.99.1
18SwitzerlandPOLYGON ((9.59422610844635 47.52505809182027, ...4.42.78NaNNaNNaNNaNNaN35.6
19LuxembourgPOLYGON ((6.043073357781111 50.12805166279423,...4.44.899.68.513.023.618.323.3
20BelgiumPOLYGON ((6.15665815595878 50.80372101501058, ...3.83.5214.210.616.416.122.219.0
21NetherlandsPOLYGON ((6.905139601274129 53.48216217713065,...3.82.60NaNNaNNaNNaNNaN27.4
22PortugalPOLYGON ((-9.034817674180246 41.88057058365968...6.20.8324.223.122.512.217.67.7
23SpainPOLYGON ((-7.453725551778092 37.09778758396607...6.80.5915.311.218.418.519.56.7
24IrelandPOLYGON ((-6.197884894220991 53.86756500916336...4.90.322.02.11.927.126.118.9
25Italy(POLYGON ((10.44270145024663 46.89354625099743...5.80.3214.110.516.119.420.95.6
26Denmark(POLYGON ((9.921906365609118 54.98310415304803...4.111.4911.312.910.528.626.527.9
27United Kingdom(POLYGON ((-6.197884894220991 53.8675650091633...5.11.307.55.89.916.414.712.4
28IcelandPOLYGON ((-14.50869544112923 66.45589223903143...3.10.350.60.80.232.543.123.6
29SloveniaPOLYGON ((13.80647545742153 46.50930613869122,...3.79.677.79.65.820.931.015.7
30FinlandPOLYGON ((28.59192955904319 69.06477692328666,...3.64.152.72.63.528.827.622.9
31SlovakiaPOLYGON ((22.55813764821175 49.08573802346714,...3.92.973.13.43.127.635.311.4
32CzechiaPOLYGON ((15.01699588385867 51.10667409932158,...3.51.159.56.911.227.825.812.8
33Bosnia and Herz.POLYGON ((18.55999999999995 42.64999999999998,...NaNNaNNaNNaNNaNNaNNaNNaN
34MacedoniaPOLYGON ((22.38052575042459 42.32025950781509,...NaNNaNNaNNaNNaNNaNNaNNaN
35SerbiaPOLYGON ((18.82982479287395 45.90887235802528,...9.43.79NaNNaNNaNNaNNaN29.0
36MontenegroPOLYGON ((20.07070000000004 42.58863000000008,...NaNNaNNaNNaNNaNNaNNaNNaN
37KosovoPOLYGON ((20.59024654668023 41.85540891928363,...NaNNaNNaNNaNNaNNaNNaNNaN
\n", + "
" + ], + "text/plain": [ + " Country geometry \\\n", + "0 Norway POLYGON ((31.10104220259763 69.55810108805622,... \n", + "1 France POLYGON ((6.186320428094177 49.46380280211451,... \n", + "2 Sweden POLYGON ((11.02736860519687 58.85614940045936,... \n", + "3 Belarus POLYGON ((28.17670942557794 56.16912995057879,... \n", + "4 Ukraine POLYGON ((31.78599244755525 52.1016775699397, ... \n", + "5 Poland POLYGON ((23.48412763844985 53.91249766704114,... \n", + "6 Austria POLYGON ((16.97966678230404 48.12349701597631,... \n", + "7 Hungary POLYGON ((22.08560835133486 48.42226430927179,... \n", + "8 Moldova POLYGON ((26.6193367855978 48.22072622333347, ... \n", + "9 Romania POLYGON ((28.23355350109904 45.48828318946829,... \n", + "10 Lithuania POLYGON ((26.49433149588376 55.61510691997763,... \n", + "11 Latvia POLYGON ((27.28818484875151 57.47452830670383,... \n", + "12 Estonia POLYGON ((27.98112685700099 59.47537333432527,... \n", + "13 Germany POLYGON ((14.11968631354256 53.75702912049104,... \n", + "14 Bulgaria POLYGON ((22.65714969248299 44.23492300066128,... \n", + "15 Greece (POLYGON ((26.2900028826017 35.29999034274793,... \n", + "16 Albania POLYGON ((21.0200403174764 40.84272695572588, ... \n", + "17 Croatia POLYGON ((16.56480838386486 46.50375092221983,... \n", + "18 Switzerland POLYGON ((9.59422610844635 47.52505809182027, ... \n", + "19 Luxembourg POLYGON ((6.043073357781111 50.12805166279423,... \n", + "20 Belgium POLYGON ((6.15665815595878 50.80372101501058, ... \n", + "21 Netherlands POLYGON ((6.905139601274129 53.48216217713065,... \n", + "22 Portugal POLYGON ((-9.034817674180246 41.88057058365968... \n", + "23 Spain POLYGON ((-7.453725551778092 37.09778758396607... \n", + "24 Ireland POLYGON ((-6.197884894220991 53.86756500916336... \n", + "25 Italy (POLYGON ((10.44270145024663 46.89354625099743... \n", + "26 Denmark (POLYGON ((9.921906365609118 54.98310415304803... \n", + "27 United Kingdom (POLYGON ((-6.197884894220991 53.8675650091633... \n", + "28 Iceland POLYGON ((-14.50869544112923 66.45589223903143... \n", + "29 Slovenia POLYGON ((13.80647545742153 46.50930613869122,... \n", + "30 Finland POLYGON ((28.59192955904319 69.06477692328666,... \n", + "31 Slovakia POLYGON ((22.55813764821175 49.08573802346714,... \n", + "32 Czechia POLYGON ((15.01699588385867 51.10667409932158,... \n", + "33 Bosnia and Herz. POLYGON ((18.55999999999995 42.64999999999998,... \n", + "34 Macedonia POLYGON ((22.38052575042459 42.32025950781509,... \n", + "35 Serbia POLYGON ((18.82982479287395 45.90887235802528,... \n", + "36 Montenegro POLYGON ((20.07070000000004 42.58863000000008,... \n", + "37 Kosovo POLYGON ((20.59024654668023 41.85540891928363,... \n", + "\n", + " Quintile Share Alcohol Deaths Alcohol Everyday (%) \\\n", + "0 3.4 3.31 2.1 \n", + "1 4.3 4.06 NaN \n", + "2 4.2 2.38 2.7 \n", + "3 NaN NaN NaN \n", + "4 NaN NaN NaN \n", + "5 4.9 3.55 1.8 \n", + "6 4.1 5.39 6.2 \n", + "7 4.3 3.72 7.3 \n", + "8 NaN NaN NaN \n", + "9 7.2 1.44 3.8 \n", + "10 6.1 0.91 0.6 \n", + "11 6.5 6.79 1.4 \n", + "12 6.5 4.51 2.0 \n", + "13 5.1 5.83 9.3 \n", + "14 6.8 0.34 8.9 \n", + "15 6.5 0.12 6.9 \n", + "16 NaN NaN NaN \n", + "17 5.1 5.29 9.1 \n", + "18 4.4 2.78 NaN \n", + "19 4.4 4.89 9.6 \n", + "20 3.8 3.52 14.2 \n", + "21 3.8 2.60 NaN \n", + "22 6.2 0.83 24.2 \n", + "23 6.8 0.59 15.3 \n", + "24 4.9 0.32 2.0 \n", + "25 5.8 0.32 14.1 \n", + "26 4.1 11.49 11.3 \n", + "27 5.1 1.30 7.5 \n", + "28 3.1 0.35 0.6 \n", + "29 3.7 9.67 7.7 \n", + "30 3.6 4.15 2.7 \n", + "31 3.9 2.97 3.1 \n", + "32 3.5 1.15 9.5 \n", + "33 NaN NaN NaN \n", + "34 NaN NaN NaN \n", + "35 9.4 3.79 NaN \n", + "36 NaN NaN NaN \n", + "37 NaN NaN NaN \n", + "\n", + " Alcohol Everyday Top (%) Alcohol Everyday Bottom (%) \\\n", + "0 1.5 2.8 \n", + "1 NaN NaN \n", + "2 1.2 4.2 \n", + "3 NaN NaN \n", + "4 NaN NaN \n", + "5 1.6 2.3 \n", + "6 4.3 7.6 \n", + "7 8.2 4.3 \n", + "8 NaN NaN \n", + "9 6.1 2.3 \n", + "10 0.7 0.6 \n", + "11 2.2 0.9 \n", + "12 2.5 2.5 \n", + "13 8.0 11.8 \n", + "14 8.7 9.5 \n", + "15 6.7 8.2 \n", + "16 NaN NaN \n", + "17 6.7 11.0 \n", + "18 NaN NaN \n", + "19 8.5 13.0 \n", + "20 10.6 16.4 \n", + "21 NaN NaN \n", + "22 23.1 22.5 \n", + "23 11.2 18.4 \n", + "24 2.1 1.9 \n", + "25 10.5 16.1 \n", + "26 12.9 10.5 \n", + "27 5.8 9.9 \n", + "28 0.8 0.2 \n", + "29 9.6 5.8 \n", + "30 2.6 3.5 \n", + "31 3.4 3.1 \n", + "32 6.9 11.2 \n", + "33 NaN NaN \n", + "34 NaN NaN \n", + "35 NaN NaN \n", + "36 NaN NaN \n", + "37 NaN NaN \n", + "\n", + " Alcohol Month Top (%) Alcohol Month Bottom (%) Binge-Drink Monthly(%) \n", + "0 48.1 45.5 41.7 \n", + "1 NaN NaN 31.2 \n", + "2 25.9 24.7 16.2 \n", + "3 NaN NaN NaN \n", + "4 NaN NaN NaN \n", + "5 27.3 34.2 14.6 \n", + "6 31.8 30.3 16.3 \n", + "7 14.9 30.1 6.2 \n", + "8 NaN NaN NaN \n", + "9 24.5 32.5 24.3 \n", + "10 34.9 48.2 17.4 \n", + "11 26.6 41.2 18.3 \n", + "12 26.0 37.0 18.1 \n", + "13 25.2 21.0 23.7 \n", + "14 20.4 31.1 15.0 \n", + "15 24.0 28.8 8.9 \n", + "16 NaN NaN NaN \n", + "17 17.5 22.9 9.1 \n", + "18 NaN NaN 35.6 \n", + "19 23.6 18.3 23.3 \n", + "20 16.1 22.2 19.0 \n", + "21 NaN NaN 27.4 \n", + "22 12.2 17.6 7.7 \n", + "23 18.5 19.5 6.7 \n", + "24 27.1 26.1 18.9 \n", + "25 19.4 20.9 5.6 \n", + "26 28.6 26.5 27.9 \n", + "27 16.4 14.7 12.4 \n", + "28 32.5 43.1 23.6 \n", + "29 20.9 31.0 15.7 \n", + "30 28.8 27.6 22.9 \n", + "31 27.6 35.3 11.4 \n", + "32 27.8 25.8 12.8 \n", + "33 NaN NaN NaN \n", + "34 NaN NaN NaN \n", + "35 NaN NaN 29.0 \n", + "36 NaN NaN NaN \n", + "37 NaN NaN NaN " + ] + }, + "execution_count": 71, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "#alcohol_country3 = alcohol_country3.rename(columns={\"GEO\": \"Country\"})\n", + "alcohol_country2 = alcohol_country2.rename(columns={\"GEO\": \"Country\"})\n", + "eu_map_stats = eu_map.merge(alcohol_country2, on = \"Country\", how = \"left\" )\n", + "eu_map_stats.head(40)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 72, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "C:\\ProgramData\\Anaconda3\\lib\\site-packages\\matplotlib\\colors.py:479: RuntimeWarning: invalid value encountered in less\n", + " xa[xa < 0] = -1\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots(1, 1, figsize=(15,7))\n", + "\n", + "divider = make_axes_locatable(ax)\n", + "cax = divider.append_axes(\"right\", size=\"5%\", pad=0.1)\n", + "\n", + "\n", + "map_map = eu_map_stats.plot(column= \"Quintile Share\" , ax=ax, legend=True, cax=cax)\n", + "ax.set_yticklabels([])\n", + "ax.set_xticklabels([])\n", + "eu_map_stats[eu_map_stats[\"Quintile Share\"].isna()].plot(color='lightgrey', hatch='///', ax=ax)\n", + "plt.title(\"Income Quintile Share Ratio\", fontsize = 20, loc=\"right\")\n", + "plt.plot() \n", + "fig = map_map.get_figure()\n", + "fig.savefig(\"Quintile Share.png\",bbox_inches='tight')" + ] + }, + { + "cell_type": "code", + "execution_count": 73, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots(1, 1, figsize=(15,7))\n", + "\n", + "divider = make_axes_locatable(ax)\n", + "cax = divider.append_axes(\"right\", size=\"5%\", pad=0.1)\n", + "\n", + "\n", + "map_map = eu_map_stats.plot(column= \"Binge-Drink Monthly(%)\" , ax=ax, legend=True, cax=cax)\n", + "ax.set_yticklabels([])\n", + "ax.set_xticklabels([])\n", + "eu_map_stats[eu_map_stats[\"Binge-Drink Monthly(%)\"].isna()].plot(color='lightgrey', hatch='///', ax=ax)\n", + "plt.title(\"Binge-Drink Monthly(%)\", fontsize = 20, loc=\"right\")\n", + "plt.plot() \n", + "fig = map_map.get_figure()\n", + "fig.savefig(\"Binge-Drink Monthly.png\",bbox_inches='tight')" + ] + }, + { + "cell_type": "code", + "execution_count": 74, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots(1, 1, figsize=(15,7))\n", + "\n", + "divider = make_axes_locatable(ax)\n", + "cax = divider.append_axes(\"right\", size=\"5%\", pad=0.1)\n", + "\n", + "\n", + "map_map = eu_map_stats.plot(column= \"Alcohol Everyday Top (%)\" , ax=ax, legend=True, cax=cax)\n", + "ax.set_yticklabels([])\n", + "ax.set_xticklabels([])\n", + "eu_map_stats[eu_map_stats[\"Alcohol Everyday Top (%)\"].isna()].plot(color='lightgrey', hatch='///', ax=ax)\n", + "plt.title(\"Daily Alcohol Consumption Top Quintile (%)\", fontsize = 20, loc=\"right\")\n", + "plt.plot()\n", + "fig = map_map.get_figure()\n", + "fig.savefig(\"Alcohol Everyday Top (%).png\",bbox_inches='tight')" + ] + }, + { + "cell_type": "code", + "execution_count": 75, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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j/f6/DHxjjGnYK1nDs9VNnTWo31a7eigKBE34lVKNiEgKVreEU7B6bPizx+xc++8UL4953odhvIj1pf0c1sW6bzVRB92U+gtybzfG/MzbDeuMQWsu3n0V62Lk2+z+mX9ERDxLX97A6n3lThEZ0mDRR7CucXjDvrivvfy6Dbsc41as0/jPisjV9gXQP2JfQDeLw2c+PsIqNbhCRI5tsPgvsXq6meN5QWBbicgJ4n2cgfpWdM9RPevLv35UJiDWgGEtDabjS0k0KAGwz5RdhdWy6TkSaP1F8m25+C8Q+1y72BcK327fnesxqz37SkuvTXPz/b5vdsAfsEp7rhSRR+wE9BCxxjZ5H6uxZT2Nv2eXAOnSYFwHe70Z/gn5kBKgt31A0hGvYJ1JfVBEGl0YbDcsTGnNiuxyvB+AI1oZ1++xXttD3xPGmP1YJWln1r8fYg1G2BXrgKKh+n3qm9bE6ASt4Veqk5PDAw9FYJ3+zcJq7YrB+iG5ylije9ZbitXn8E9EZBFW+UcfrNbvDRyu/+4QY8wOEfkMq3Yf2lbOMwWr7+81LdT8v4R1FuN6EXnQNBjwxiOWYhG5EutH9xsR+RxYjZVIHYHVujbQXjZXRH6J9aO8QkTexTqTcBLWhWnrsXqJaLcAbWOeiPwEeN2+/VGsAXSKsBLYCVj91Fdg160aY8pF5AasfuDnich7WAeM47HqYgto3PtSW/0aON2OZSvWmZ8srP1vH9aBYr2PgU1YSV4aVmlJOof7ub+sg7G01nyssSWOwfrs1PfDHwHcYicX9b7DOmj5pVgjrNbX//+jqd6pArE/tNIUj+8TwXqeZ2GdKdqK1Xd9fczt2Ve+wqqr/reIvI/13pcaY57zmH8p8IGI/A9rv9xujHk9QPtmuxhjCuxk/VOsJP1qEfkC6wAlHTgH6yzJLqzuihs2fDyF1TPaxyLyjv2447G+k+bi5ayGD30FHI11Met8rPKkVcaYT9uyEvu6qkuwDn4Xi8hXWIm1G+s1OA6rbKa1dfkzsd7bU4DPmlpIRLKwXvO7jTVInKcnscZ8WCAi32MdoJfjvWHrdKwDlkYXhQcN43C/oHrTm96cuXG4f/D6WzVWfeJyrC7QzsSjr+cGj+2JdWFtLlapwBasswAJeO9bfxqt7Ie/wfwL7MctbeNze9N+3F2tWHaWvexF9v2HaNBHtMeyWVjde+Zj9fKzB6v85WYvy55ur3uf/dpuxvoB6e5l2bk03X+419fOl9to4fXphdUv/yKs1rxarIRiEdYPZaO+qrESgA+xks4arMTqBSDVy7LTaUNf+fZzfgWrr/MyrAOODcCzQIaXdQzAush8L1YCuBRrIJ9G627Fe9FcrI32Gzz6O8fqXeRj+706iJX4n9HEds7ESvzLOfz5zGzF/un3fa6J5R+i8feJsd+bVVh98jeKoa37ir383VilSdX2NnI95kVifQ9t5fD4IXP9tG829z606fXzeFyC/fwW2vur2+O1/A/NjD+C1TCyDOv7uATrDG2Gt+dAy/3wt+qzaE9PtF+/PKwzgj9abxPvQXOvXSbWWd1N9nPZj3XA+jpwYRteyxR7H3mnmWUisRoB5gPiZb5gfcfl2etaAkzystww+/n8rS3vd6BvYgerlFJBx24tfBD4mWlcW6lUUBORTKxBul41xkxzNBgVkkTkOqxEfD5wljHmYPOPUPVE5F9Y13JlGmMKWlq+A9t5GrgDawC2rf7aTkdpDb9SKijZFzneitXS5ZOuFpVSKpQYq1eaR7G6Kf5I2j+YXmf0ANZZnPtbWrC97C5nb8MquQvaZB+0hl8pFWRE5BysQXLOw7o24DfaqqWU6sQewCpB6onVE1rDkYKVF8aYPSJyNZAlIhHGd6Nwe8rEGrX37215kD0I3WtY3cS6gReNMX8Xkb9g/fbVYJXKXm+8jJUhIrlYA4G5gDpjTIu9jmlJj1IqqIjIdKzTsHuwukr7g5++qJXyKy3pUUp5Y58Z6GeMWWGfzV6ONW5MGvC1MaZORJ4AMMY0uuDeTvgnmB93qNEsbeFXSgUVOzGa5nAYSnWYsQara9SdqVKqczPG7MYeZdkYc0BEcoD+xphZHostxhpN3Ce0hl8ppZRSSikH2GcCj+LwiNT1bgA+b+JhBpglIstFpDWjxbethT85OdlkZma25SFKKaWUUkr5xPLly4uNMb2bmn/GyYmmZK+rqdkBsXx1dTZWt6L1XjTGvNhwORHpgjVmwC+Nx3gcInI/VjenTY0uP8kYs8se8HK2iKw3xsxvLqY2JfyZmZksW7asLQ9RSimllFLKJ0Sk4QBZP1Ky18WSL9syULXvRfbbVNXShbQiEo2V7L9pjPnAY/p1wLnAqaaJC22NMbvsv4Ui8iHWxdy+S/iVUkoppZQKVgZwE9z9PIiIYI30nmOM+avH9DOxRsU+qane6UQkEWtQzAP2/6cDD7e0TU34lVJKKaVUmDC4gr9jt0nANcAaEfnBnnYf1ojhsVhlOgCLjTG3ikgq8B9jzNlY3VV/aM+PAt4yxnzR0gY14VdKKaWUUipAjDEL8d6D1/+aWH4XcLb9/1bgyLZuUxN+pZRSSikVFqySHh1jqiFN+JVSSimlVNgI9hp+J2g//EoppZRSSoUxbeFXSimllFJhwWBwee/NslPThF8ppZRSSoUNreFvTEt6lFJKKaWUCmPawq+UUkoppcKCAVzawt+IJvxKKaWUUipsaElPY1rSo5RSSimlVBjTFn6llFJKKRUWDGgvPV5owq+UUkoppcKGDrvVmJb0KKWUUkopFca0hV8ppZRSPmGMYX/pQYp2l1G8x77tLqN4z36KCkopLthPZFQEWeMzyRqXQda4TPqm9UBEnA5dhQmD0V56vNCEXymllApjrjoXC75cS9m+CqKjI4mKjiI6JpKo6Eiio6OIirb/j4myp0X+aJrn/arKGooL9lNcYCXznol9kZ3Y19bUtRjTzq1FfPHeUgB6JHe1kv/x1gHAoOF9iYyK9PfLosKVAZfm+41owq+UUkqFIWMMi7/O4ZVnvmTn1iKnw2nSvuIDLJy1loWz1gIQFx/DyLHpZI3LYNS4DEYcMYD4xFiHo1QqtGnCr5RSSoWZnFU7eOkvn5O9YrvTobRZVWUNK7/bzMrvNgMQERnB4BH9GDUuwy4DyqBn724OR6mClUEv2vVGE36llFIqTOTlFjP9b1/y7axsp0PxGbfLzabsfDZl5/Px64sA6DegJ1njMxl1lHUAMGBQb70OQNkEF7ovNKQJv1JKKRXi9hUf4M1/fs3n7y3F7Qr/9s3dO/eye+de5ny0AoBu3RMOJf9Z4zMZPCqVmBhNcZSqp58GpZRSKkRVVlTzwfSFvP/yAqoqa5wOxzH7Sw+y+JscFn+TA0B0TBTDx6TZ1wFkMuqodLp0i3c4ShUIBnDrRbuNaMKvlFJKhZi6WhdfzFzKW89/zb6ScqfDCToi4HK5qaqsobzsIGV7KzTh70S0pKcxTfiVUkqpAKmuqiUqKqLd3U4aY1g0J5tXnplFfm6xj6MLTRGREWQO6cOwMf0ZOjqN4WPSyBjSh6ho7dpTqXqa8CullFJ+ULq3nM3Zu9iUnc/mdflszt5F4e5SwEpSY2KiiImNIiYuutH/0bHW/djYaOv/GGvexjV55Pyww+Fn1npdkuKpq3VRddC35UaxcdFccevJjJ4wkMEj+xEXH+PT9avQZdAWfm804VdKKaU6yDO535Sdz+bsfIoKyppc3m2Xm4RT3X1EVASpmckkJXfBZaC46ACFBWVERUUw+Kh04mKiyNtUSNnejpcgVVfV8tnb39MnrQejjkr3QfQqnLiNJvwNtZjwi8jNwM0A6en6oVJKKdW5lZaUH2q135S9q8XkPhwZoGdKV1LSehIVG82B8iryd5awY1cp7Cr90bJ1dW42bSg4dD89K5Xu3eIpyttHwc697W6LLSoo44nfvMOnb37Hzfeey/Axae1/QkqFOTGm9ZcyT5gwwSxbtsyP4SillFLBY1/xASupX2e12m9at4viTpbcA0THRtF/YG+69Eigps7Nnt2l7Ntb0eH1pvRNok+fbpTvO8j2DQXQhpykoVMvOIrrf3UGvVJ0UK5wJiLLjTETmpo/6ogY88Z/+wYypEbGZ+xsNkYnaEmPUkop5eFgRTVfvLeUT2cspmDnXqfDcVxKWg/2llezdUcJ7Cjx6boLC8ootA+guvXtxoCMZLat3tmumv+vPl7Jt7Oyueymk/jJtMnExkX7NFYVGgyCiwinwwg6mvArpZRSQEnhfj5+YxH/e2cJFQeqnA4nKEiEENs9gRoftOa3ZH9ZJbUdvMC3qrKG156dzRfvL+XGX5/JCWeO0RF4OyGt4W9ME36llFKd2vZNe5j5ygK++e8q6upcTocTVEZNHMSa1TsDsq2YmCj25vnmjErhrlL+ev9Mtm8u5Kqfn0JEhLb4qs5NE36llFKdjjGGNUu38f7LC1g6f4PT4QSlPuk9Wb9+V8C2N3xkP7K/29Lux3frnkDWuAyyxmeSNS6TwSP7ER2jaU5no91yeqefBKWUUp2Gq87Ft7Ozef+VBWxamx+QbUpkBMPGDiAqKpKNP+ygtrouINvtCIkQorvGUVscmFF8U/omsX5Zbpse0zetx6HkPmtcBgMG9dbyHQUILqNndBrShF8ppVTYqzpYw5cfLOOj176lIG9fQLaZ0CWWgWPSyM/fR07ObgC69UxkeGZvNq/a4fPBqHxp1DGDWLMqMKU8AEmJsRTXNl1OJSIMHN7XowU/g+Q+SQGLT6lQpwm/UkqpsLWv+ACfvrWY/85YzIGySr9vLyomil59u9Grfw82bSholDTvL6tk9aodJCTGMHpsOrnr8ikv9X9cbdFnQE9y1gWulGdEVn82Lt0GQNekeHr37U5yvyR697Vug0emMnJsOold4wIWkwpdBnBrLz2NaMKvlFIq7ORtK+KD6QuZ8/FKamv8U0IzcvJQDlTVUFVdR2VlDRUV1VTWuthdXUNXgcwhKWxZv5u6Onejxx6sqGH1DzuIiYki67gh7Nqyh32FB/wSZ2sldI1j4Oj+5G4rpq6Z1nZfu/Sa48l48AJ69+1OXEJMwLarwpfW8DemCb9SSqmwkb1iOzNfns/ib9bTloEl26P0YDU7vPRL73IZcjZaI8t26ZnA8PRkDuytYMfWokbL1tTUsWbVDiIjIxh5zCBK8vdR2MaSI4kQa7yqdj7fnild6Ts4xesZCX9L7BLL8aeM1F50lPIzTfiVUkqFNJfLzeJvcpj58gJyftgRkG1Gx0aRn99yYl5eXs3qddbFwX0ze9E3uSv520vYW/Tj1nyXy032mjxEYNj4TKKjI3Ebg9vtxuUyuFxu6upc1NW6qK11UVvjoqamlprqOurq3MTFR5Oa1pMuiTFUlVeze1sRFQeqm42tX2YvkvoksX5dPsUBTvTrDRvVX5N95VPGBP9FuyIyAHgN6Au4gReNMX8XkZ7AO0AmkAtcZoxp9EUjItcBf7DvPmqMebWlbWrCr5RSKiRVV9Xy1ccr+GD6QvK3+3YE2JakDk5hc2FZmx5TULifgsL9YAyDs1JJiIli6/oCqioPX7xrDGzIaXv9fFVlLVs37fnRtL5DUuiV3BVxuykpKKNgh9XH/cAR/YhMiGHT+t3kO1xGNCwr1dHtq/DkDv6Snjrg18aYFSLSFVguIrOBacBXxpjHReRe4F7gHs8H2gcFDwITsC5ZWC4in3g7MPCkCb9SSqmQsr/0IP+dsZhP3vyOsgCMAOtNYq9EaGPCf4gIW7ZZ5T0xsZGMGJlOdXk12zbuaeGBbVOwq5SCXaWH7iemdKVbUgJbvZQhOWX4qP5Oh6BUwBljdgO77f8PiEgO0B+4AJhiL/YqMJcGCT9wBjDbGLMXwD5QOBOY0dw2NeFXSikVEnZtL+HD1xYy+8MVVFfVtvnxvVK7U5kQTWJCDPHxMcRERxIdGYEAps5NXXUtNQdrqSyvorz0IBX7q5psJ6x2N74Qtz1qalxkr7e67Ewb0pseXePZuDbfLxfNVpRXU1HefJlPoA3P0oRf+ZY18JbjJT3JIrLM4/6LxpgXvS0oIpnAUcD3QB/7YABjzG4RSfHykP6AZw1enj2tWZrwK6WUCvssdzcAACAASURBVFrGGLJXbOeD6QtZ/HVOhy7E7T0khTXr8ikrPdjywjGRRPbpStdu8SQmxhIfF01MdCRREQIGtu70fSt53q5S8iilW88ERqb3YsfmQsr2tSLWENUzuQvJKd2cDkOFnaCo4S82xkxoaSER6QLMBH5pjNnfyoHjvC3U4hejJvxKKaWCTv2IuB9MX8iGNXkdXl+35C7kbCpoWwwuN/v2VbBvX2DLhvYfqOKH7HwiI4WR4zI4sLeCvNzigMYQCHuLy/nDXW9w4RXHMv7YwTpKrupURCQaK9l/0xjzgT15j4j0s1v3+wGFXh6ax+GyH4A0rNKfZmnCr5RSKmgcrKjmy5nL+Pj1RexpRS84rZWWlUpJdr7P1hcILpdh7fpdYAwDR/YjISqSjdn5uN3+7W40kJYu2szSRZsZkJnMhZcfw2nnHElcvPbFr9ovFAbeEuvo9iUgxxjzV49ZnwDXAY/bfz/28vAvgT+LSA/7/unA71vapib8SimlHFdUUMYnbyzi8/eWUnGgyqfrTugWx4Yt3hrKQoQI27ZbLfy9UpNI69Odret3c7AiuOrxO2JnbjH/ePwzXnn+K866aDznX3Y0KX27Ox2WClEuE/RniyYB1wBrROQHe9p9WIn+uyJyI7ADuBRARCYAtxpjfmaM2SsijwBL7cc9XH8Bb3OkLfWQEyZMMMuWLWt5QaWUUqoVNq/bxQfTFzL/i9W4vIxI25zIqEiGHj+YOpf7UFWrAIgcrmgVqKyqZdu2xoNehbLY2CiGD+5DcX4pe3aXtvyAEBMRKUyaMpILrziGrCPTtdxHHSIiy5urjx8yJsE8+dHwQIbUyMVDfmg2RidoC79SSqmAcrvdLFuwkQ+mL2TV91vbtxIRBh47kDXrQqtMx1eqq+usAb2MIdLpYPzA7TIs+GodC75ax9CR/bjw8mM56fQsoqM1bVHNM0gw9NITdPSTo5RSKmByNxXwxG/eIXdT+/ucN8DIE4Z22mT/R0SIjIzA5fJNN6HBaFPObv7y4Ie89OxszrlkAudePIHuPbs4HZYKYm7ne+kJOvqKKKWUCoiFs9byq8v/r0PJPkDWScM02fcQGdk5fsr3lpTz+r/mcusVL1BcuN/pcJQKKdrCr5RSyq/cbjev/2MOb/9rbofXNeqEoawKsd52/C2ikyT8AAMyk3no6cu1/37VpCAZeCvoaMKvlFLKb8r3V/KXe95lybwNHV7XiOMGsypnlw+iCi+RUZ0juZk4eSj3PnoxiV3inA5FBTGDhEIvPQGnCb9SSim/2LGlkIfvfIN8HwwaNXRCJtlbOlYKFK4iI8I/ubnsuklMu/3UTlO+pJSvacKvlFLK5xZ/ncOT97xLpQ/6is8c05+N+XvDasApXwrnFv6Y2Ch+9cfzOeXMI5wORYWQYB94ywma8CullPIZt9vNjBe+4Y3nv/LJ+lIHp5BXepC6WpdP1heOIiLCM7lJTunKg09dzrBR/Z0ORYUQY8ClvfQ0ogm/Ukopn6gor+Lpe9/ju69zfLK+XqndKRVDZWWNT9YXrsKxzGXkEWk88ORP6Znc1elQlAoLmvArpZTqsLzcYh6+43V2bvXNiLZdeiRgesRTtke7X2xJRJjV8Pfr34MnX7iOmNhop0NRIUlwE16fCV8Iv2YBpZRSAbVk3np+cdnzPkv2Y+Nj6DowmT2a7LeKhFlJz+78ffzfX7/E7Q7fwcSU/xiskh4nb8FIW/iVUkq1izGGt/81l9f/MQdjfHNBbURUBP2OTGPTZu2Rp7UiI8OvNfOzmctw1bn4xf3nhe01CkoFkib8Siml2qyyopqn73+fb2dl+2ydBhhy3GCyta/9NpEwK+mp98XHK6mrc3P3AxeE5XUKyn904K3GNOEPQy6Xi7UL15OzeBMxcdHEJcYRlxhr3+KIS4hpNC02IYbIyEinQ1dKhYBdO0p45M43yN3k21b4UScNY7WOottmkWHcAj7ns1XU1bn43Z8uIjJKf6NUywyCWwfeaqTTJPyuOhf79pRSsruUvbv3ER0bzbjTxoTNqcK62jpWz1vH/PcX8+1HSygtLGvzOjwPDnoP6MVf5z0cNq+PUso3li/cyOO/eZvy/VU+Xe+oyUNZpcl+u4RzP/wAc79ci8vl5t5HLyZKk36l2iXkE/6aqhpKdu9jr53IW//b9wv2HZpXVrS/UY1p6pC+XHjHWZxx/ckkdI33e6zVldXExMUg4psjz9qaWlZ+tZYF73/Htx8v5cDe8g6tr6aqlpqqWvaXHODoM8Zqsq+UOsQYw/svL2D6M1/6fACs4ccMYtV6LeNpr/I6FwmJsRz0wSBnwWrBnHW4XW5+/+dLiI4O+dRF+ZmW9DQWsp8al8vF3255kS9e/rrd69i1uYB//vIVpv/xbc684RQuvPMs+g3q48Mooaa6lu8/W8FXb85nyWcrSExKYORxwxh17DBGHT+cYRMGE5cQ2/r1VdWwbNYqFsxczHefLKOi7KBP4613ylUn+GW9SqnQU3Wwhmf+OJP5n6/x+boHj00nJ9c3vft0Vrt2lzJkUAo7cnbjcoVvzzbffrOeR373Ln944jJiYkI2fVF+ZgB3kPaU4yRpS88KEyZMMMuWLfNjOK3jqnPx5LTn+PqthT5dr4hw3PkTuOiuszlySla7W+LdbjdrFuTw1RsLWDBzMeWlFU0uGxkVyeCxmYcOAEYdN4yU9OQfbbuyooplX/zA/JmL+f6/y6ks9+2p9IZS0pN5fevz2sKvlKIgby+P3PkmWzfs9vm6h00cyIYdxdTVhW+SGkijR6SSs2K702H43YTjh/DAkz8lNk776e+MRGS5MWZCU/MHjO5m7n7v2ECG1Mjdo2Y3G6MTQu4Qubamlj9f+XcWfvC9z9dtjGHRx0tZ9PFSBh2RwUV3nc0pV04mJi6mVY/ftnYHX7+5gK/eWkDRzpJWPcZV52Ljsi1sXLaFj577HIBeqT0Yddwwho4bzKYVW1jyv5VUB3CkyVOumKzJvlKKld9t5v/dPYMDZZU+X/fIyUNZrWU8PhEXF016Ri/6ZfTi6GMGM3/WWnK3FDodlt8sW7SZB++ewUN/vZy4Vv4+q85EcOnAW42EVAt/TVUND1/6NN9/tiJg20xK7sq5t5zOubedTnJqz0bzi/NL+GbGt8x5cz5bV4VHy8qLq59m4Oh0p8NQSjnEGMOHr37LS0997vN6fQNknTRML9Bth/j4GDIyk8kYmExGRm/r/8xkUvokNRptd/vWQubNzmberLXkbW9dA1SoOWJ8Jg8/cwXxbSiLVaGvpRb+tNFJ5q53jw9kSI3ck/WFtvC3V2VFFQ9d9CQr5vi+hrQ5ZcUHePOxmbz9xEdM+enxXHTX2aQN68eCD5bw1ZvzWfVNts8GnAkG0bHRlBXp6JZKdVYVB6p45o8zfdq/fj2JEIZPGqLJfgsSu8SSkZFMxsDDSX1GRm96p3RtdalpxqAUrr0lhWtunsLWTXuYN3st82dlszt/n5+jD5zVy3P56O3vueKGE50ORamgFxIt/BX7D/LH8x5nzYKcgG/bm8ioSFx1LqfD8KuTr5jEzX+51utZDaVUeNqSs4s//2oGu3b4vkU4OjaKAeMz2LCxwOfrDhcX/GQCV1x1HL2SW5/Yt4Uxhk05u5g3O5v5s7MpLGh7983BZOjIfvz1PzcQE6u1/J1Ja1r4f/7upECG1Mh9WZ9rC3977C8+wFk3nsr404+kOK+E4vy9FO4spjhvL/tLDgQ8nnBP9gG+mfEt3/93Bdc+dBkX3HEmUdoNmlJhyxjDlzOX8c9HP6W2ps7n60/oFkePYX002W9CUlICv/39uRx7/FC/bkdEGDaqP8NG9ednd00lZ00e82avZcGcdZQUBf63tCO6JcXzxyd/qsm+asQY0V56vAiJLK7foD5NdpdZXVlNUd5eivNKKMoroWhnifV//uH/y4pD64ssWBw8UMn//fpVvpz+DXc+9zPGnDDS6ZCUUj5WdbCG5x7+mK8+WemX9XdP6UpUn27k5hb7Zf2hbvyEgfzuvvPoldw1oNsVEUYdMYBRRwzg/MsmcsNF/wjo9jsiIkK497FL6NOvu9OhKBUyQiLhb05sfCxpQ/uRNrRfk8tUV1ZTsmsfRTutg4JZr85l5VeBvRYglG1bs4O7T3qAqdeexE1PXE2PPvolq1Q42Lm1kMd++RbbN/unR5c+Gb04GBtF0e5Sv6w/lEVFRXDjzSdz8WXHNLrgNtBS03rSq3fXkGnlv+62Uxh/7GCnw1BBzKUt/I2EfMLfGrHxsaQO7kvq4L4AHNxfqQl/O8x+bR6LPl7KtEcu57xbTydShzhXKmTN/WwVf3/gQ6r81OXvgBF9KayqobyDI4CHo7QBPbn/gQsZOrzphqpAEhHGjMtg7pdrnQ6lRcdPGcFPp012OgwVxAzg1m45G+mUh0Bpw4LjSzYUVZQd5Pm7XubnE+9l04qtToejlGqjmpo6nnv4Y5747Tt+S/aHjEsn/0Al5eXVfll/KDvrnCN54d83Bk2yX++IcZlOh9CitPRe/OahC/1yQbNS4S6sW/grK6rs2v7DNf7FeSXkbdTBXjoiKjqS8acdQf9myqiUUsGnIG8vf/7VDDb5sVvMEccNJnvLHp/33x/qYmOj+N1953PSycFzLVRNdS0/LN3Gonnr+W7eBqfDaVZcfDQPPPVTErvEOR2KCnqiJT1etJjwi8jNwM0A6enBMxhTxf6DXpP5onzrfnFeCQf2VTgdZtg5+syx3PbMNAYM7+90KEqpNlj8dQ5P3/ce5fur/LJ+A2SdOIxV67SPfW9EhOMnD3M6DMoPVLLk200smrueZYs2U3kwcKO4d8SFlx9LxqAUp8NQIcAAbqNngRpqMeE3xrwIvAhWP/x+j6gFxhi2rt7Osi9Xse67DaxbtIFSHSjK71IH9+G2Z67nmHPG6elUpUJIXa2L6X+bxcxXFvhtGwYYpaPnNquqqpb1ObsYc8QAR7a/O28v772+iFmfrqS2JvS6ln73tYX0TO7C+ZdN1N8gpdoh5Ep6RITBR2Yy+MhMwDoA2L11D9mLNpDz3Uayv9tA7podejrZR+ISY7nq/ov5ya/O1f6OlQoxxXvKePzXb5O9YrtftxMbH82BEGkpdtKqlbkBT/hzN+/hnVcXMnfWWtyu0P1ddLsM//zL5+RuLuT2351FtI4No5rh6pyXqDYr5D8xInKoB56p15wEWP3Hr1+y+dABwPrFG7W8px1OuXIyNz1xNcn9ezkdilKqjVYs2sSTv3uXsr3+/+6rqaxlz+o8ho5LZ9OmPX7fXqhauWI7V193QkC2lbNmJ2+/spDF84O7Nr+t/vfhcvK2F/OHJy8jqXui0+GoIGQQLenxIuQTfm8SusYz7tQxjDt1DABut5udG3ZZBwCLNpCzeCPb1+U5HGXwGjw2kzuevYHRk4Pn4jKlVOu4XG7e/r9vePOfX2NM4Fp0a6vr2LE0l5HHDiJn/e6AbTeUrMvOo7q6llg/nS01xrDi+628M30Bq5bl+mUbwWD1iu3cdd2/+dNfryRzsNb1K9UaYZnwNxQREUHGyDQyRqZx5g2nAHBgXznrv99E9qINzH9/MTvXa+1pt15duf7RKzjrZ6cQGal97CsVSowxfD93Pa89O5ttGwocicFd52bX6jwSusdzUEt8vNq9q5TMgb19uk63282iuet5+5UFbMrpHAdbBfml/PL6/3DvYxdz7AnDnQ5HBRm3lvQ00ikSfm+69uhCQrcEtq/LI29D5+ymMyIygiFHDWTM5BFkTR7JUaeMpoueIlUq5PyweAvT/zaLDat3OhpHRFQEySP7sWWLf0buDVXR0ZGcfe5Yrrj6eJJ7d/PZeuvqXHz9+WreffVbduYW+2y9oaLyYA0P3T2DG+44jUuvnaQX8yoAjAFXCJT0iMjLwLlAoTFmtD3tHaD+CLY7UGqMGevlsbnAAcAF1BljJrS0vU6X8LvqXCz8cAkzn/mUnMWbnA4noGLjYxhxzFBGTx7BmBNGMvLYYSR0jXc6LKVUO61ftZNX/z6LHxZvcToUDDDkuMFk53TOBhRvoqIiOPOcsVx59SRS+vgu0a+qquHLj1by/huLKCwo89l6Q5Ex8NI/5rC3uJxbf32m0+Eo1RbTgeeA1+onGGN+Wv+/iDwNNPcBP9kY0+oj/U6T8B88UMkXL3/Nh8/+j4JtnaP1qWuPRLImj2DM5JGMPmEkQ8cNJDpGe9pRKtRt21jA68/O5ruvc/y+rfqrAFpqL8vSbjkPiYyM4Iyzj+CqaybTp2+Sz9ZbfqCST99byoczFlO276DP1hsORoxJczoEFURC4aJdY8x8Ecn0Nk+s01WXAaf4anthn/AX55fw4bOf89mLs6koC+8vyN4DejHmhJGMnjySMSeMJH1kfyIitI5NqXCxa3sJrz83h3n/Wx2QC3Jj4qNJHJhMYeF+IiKEqKhIIiKFqMgIIiIiiIyMICJSiBDRZB+IiBROP+MIrrp2Mv1Su/tsvftKyvlwxmI+fW8pByuqfbbecDHh+CGcNDXL6TBUkLB66XE890kWkWUe91+0x7VqrROAPcaYpkpRDDBLRAzwr9asO+wT/qTe3Tj31qkcc844inaWULSzmMKdJRTlFdv3S9hfcsDpMNslY1TaoeR+9OQR9Mnw7YVgSqngUFRQxowXvubLD5bjdrkDtt1BRw9kjT1yrtttqKmpC9i2Q0lEhDD1jDFcde1kUvv38Nl6C3bt4/3XF/HlJyupqdbX3pvY2CjuvOccrd9XP+Jq8Zyk3xW3pq6+GVcAM5qZP8kYs0tEUoDZIrLeGDO/uRWGfcIfHRNNv4F96DewT5PLVB2spjivhMKdJRTuKKZop30w4HFQcPBAZQCjbiwyKpKh4wcxZvIIRk8eSdak4SQl+64mVCkVfEr3lvPev+fz6YzF1AY42R48Nv1Qsq+8i4gQTpk6mquvnUzagJ4+W29FeRX//vssvvxkZUgPlhUI19xyMn19eJCllNNEJAr4CTC+qWWMMbvsv4Ui8iEwEejcCX9rxCXEkjYslbRhqU0uU1FWYZ0ZsM8SFO0sodDjgKBoZzE1VbU+iykxKYHhE4cw+vgRjD5hBCOOGUp8YpzP1q+UCl4VB6qYOX0BH736LZUOdG+ZmBTP7nJnGzmCmQicfGoW10w7gQHpvh2YcNWybTz10Eed/mLc1hg4tA8XXXms02GoIGMIjRr+ZpwGrDfGeB0wSkQSgQhjzAH7/9OBh1taqSb8rZSYlMjApEQGjk73Ot8Yw/6SAxTllRw+CMg7fJagOK+Eory91FY3PiiIjoli8NhMhh89hBHHDGXExCGkDumr9fdKdTJVlTV8+tZi3v33PMr3O5NwG6Df6P7kbOgc/bm3RXR0JKdMzeKyy48jIzPZp+uuqa5l+gtf88Gb3xHA8dJC2p33nkNUlI4ZoxoKihr+FonIDGAKVr1/HvCgMeYl4HIalPOISCrwH2PM2UAf4EO7jC0KeMsY80VL29OE30dEhKTkbiQld2PI2IFelzHGUFq030r+7WsHMkcPYNCRmcT4aeRFpVTwqzpYw5yPV/DWC9+wr9jZa4pGHDuItZrs/0i3pHjOv3A85184np69uvh8/Vs27ObJBz4kV8cvaJO/PPghl1x9PFPPHUtsnP6GqtBijLmiienTvEzbBZxt/78VOLKt29OEP4BEhB4pSfRISWLouEFOh6OUctCB0oMsnrue7+Zks/zbTUFxUWaPPt3Yumuf02EEjfT0XvzksolMPWMMsX5olHG53Lz32re8/q9vqKsL3MXY4WJ33j7+8fhnvP7iXC746TGce8kEuiUlOB2WCgJu5y/aDTqa8CulVICUFO7nu6/W8e3sbFYv3RbQHndaYoCuGb0o3KqtzEeNz+SSy47h6GMGExHhn8Rhd95e/vLgh2SvcnZ05HBQureCV1/4mnemL+Dsi8Zz0ZXHkeLD8Q9UaAmVkXYDTRN+pZTyo/zcYhbZSf6G1cGb3I2aPJTV6zvvKLlRURGcctpoLr5sIoOHNN2rmy/8sHQrD949g6pK33X0oKCqspYP3lrMx+8s4eQzx3DpNceT6ef3UqlQoQm/Ukr5kDGGLTm7WfRVNotmZ7N9c2i0mFe5XE6H4Iiu3eI574JxXHDReHold/X79nbl7eWRe97VZN+PXC43cz5bxZzPVjFx8lAuu3YSo4/K0L76O5FQuGg30DThV0qpDnK53OSs3M6ir9axaM469uSHXh18VGTn+oFMG9CTiy+byNQzjiAuQBd8VpRX8eDdMyjfXxWQ7SlYsnATSxZuYuSYNC69dhLHnTRce8ALc9ZIu3pw15Am/Eop1Q61NXWs+n4r387JZvHX6ygtqXA6pA7pLEnQ2KMyuOSnxzDx2CF+q8/3xu128+QfP2DH1qKAbVMdlrMmj4d/+w5ZY9N56sVpnWZ/V6qeJvxKKdVKlRXVLFu4kUVzslkybwMHy6udDslnApj7OmLYiH786tdnMXR4P0e2/+oL37B4wUZHtq0Ou3zaZE32OwHtpacxTfiVUqoZByuq+XbWWhbNWcfybzdRW+N895n+EO4/j3f98gzHkv15s9fy9isLHNm2Ouziq49j4uRhToeh/CwMRtr1C034lVKqCWuX5/LUve+FZE1+m4Xx6K7HTRrKiFH9Hdu+cYfxixsihmf15/qfn+p0GEo5RhN+pZRqoLamjjef/4r3XpqPu7Mka2H8PKfdeJKj2z9xahbvvb6Izet1BGMnJCTG8vvHLiY6WlOezkJ76WlMXxGllPKwY0shd1/5f7zz73mdJ9kHjDt4BgHzpSmnjPJ7v/otiYiI4MY7T3M0hs6qb//u/OmvV9AvrafToahAMVYvPU7egpEe7iqlFFb/+Z+8+R0vP/0FNdXhWaffHFdd+CX8ERHCtdef4HQYAIw7ZjBHTRzEyiVbnQ6lU4iMjOCSa4/nyhtPJC4uxulwlHKcJvxKqU6vpHA/f71/Jiu+3eR0KI5x14XfwFunnT6G9Ixkp8M45MY7T+OOa150OoywlzU2nbt+fy6Zg1OcDkU5wKC99HijCb9SqlNbOGstzz74IQfKKp0OxVF1NeGV8EdGRnDNtOBo3a83dGQqU04fzdxZa50OJSx16RbHTXedzunnj9WuNzu5YC2rcZJ+IpRSndr0Z77s9Mk+QF2YdTd61rlj6Zfa3ekwGrnu9lOI7GSjGgfCqWcfwUvv38GZF47TZF8pL7SFXynVqfUb0Iv87SVOh+G48tKDxMVFU1VV63QoHRYdE8lV10xyOgyvUtN6cs7FE/jk3SVOhxIW0tJ7cefvz2Hs0YOcDkUFCe2H3ztN+JVSnVq/dO29A6C08AB9MnpR2yeBPXvKnA6nQ86/cDy9U7o5HUaTLr7qOE34Oyg2LpqrfnYiF115HDExmsqoH9OEvzH9lCilOrV+AzThr7dnewnxXWIZfkQaGzYWOB1Ou8TFRXP5Vcc7HUazCnZ1goHc/OjEqVnc9IvTSemb5HQoSoUMTfiVUp1avwG9nA4hqFSWV7Nl0RaOPHEYq9blOx1Om110ydH06JHodBjNWrdqp9MhhKT0gcnc/tuzOWqilu+ophmCty98J2nCr5Tq1LSFvzEB1s3fyIij0tmxt5yDFdVOh9QqCYmxXHr5sU6H0aJ1qzXhb4v4hBiuvnkKF15+DFFRkU6Ho0KAdsvZmF7KrpTq1Ppqwt+kLSt30DeEBi2qqa5lzaodTofRLLfbTc7aPKfDCBmnnDWGl2bewSVXH6/JvlIdoAm/UqpTi42LplcQX+DptITuCU6H0Gp1dW4efuADFs5f73QoTcrbXkL5/iqnwwh6A4ek8NSL07jnkYvp1Vs/n6oNjHXRrpO3YKQJv1Kq09OynqaZ2NBqVXW53Dzy4IfMnxucSb/W7zcvITGW235zJs+/cQtjxmU6HY4KQfXdcmrC/2Oa8CulOj1N+L0zwM680OtRxuVy8+ifPmDeNzlOh9KI1u83bep5Y3n5gzu58PJjidTyHaV8Si/aVUp1etoXv3dpQ/uQu6/c6TDaxe0yPPbwh7jdhpNPHeV0OIdowt/YkOF9uf13Z5N1ZLrToagwEayt7E7ShF8p1elp15zeJfVLghBN+MFK+v/fIx/hdrs5depop8OhoryKvO3FTocRNLp0i2Pa7ady9kXjiYzUggPlG9otp3ea8CulOj0t6fFuf2WN0yF0mNtteOKxT6iuruWsc8Yi4lwikNgljukf/YJ5s7OZPyebzet3OxaLk0TgzAvHcf3PTyWpe3CPmaBUuNCEXynV6fVL1xb+huK7xrE9TFqj3W7DX5/8H1/Nzub2O6cyeEgfx2Lp278HP502mZ9Om0z+jhIr+Z+9lm2bCx2LKZCGZ/Xn9t+exYjRaU6HosKY0Rb+RjThV0p1el2T4unSLU67S/SQNqIv67YVOR2GT61auZ3bfvYSZ593FNffeBJJDnc52j+9F1feeCJX3ngiO7YVMX92NvNmr2XHtuA60IqIFDIHp9C7TxJxcdHExccQFx9NXEIMcXH2//a0+PiYw/PjY+z71v8xsVFERGjpjvI/HXirMU34lVKdnojQb0AvNmXnOx1K0IiMD50Bt9rC7Tb89+MVzP1qHdfdcCLnXTguKAZ0Sh/Ym6tvnsJVN53Ex+98zwtPfeFYLP3TezJsVH+GZ/Vn2KhUBg/vS1wIDcCmlGpME36llMKq49eE32KA/IJSp8Pwq/LyKp5/dhb//WQFt985lfFHD3I6JMA6+Lzw8mNJSIzlmUc+we02ft1ez+QuDM+qT+6tBL9rt3i/blMpfzJGe+nxRhN+pZRCL9z1lDGyH1uK9jsdRkBszy3mnl/P4LhJQ7ntjqmk9u/hdEgAnH7eUcTHx/D4H2ZSV+f2yToTu8RaSX1WKiPsBD9ZR5lWYUhr+BvThF8ppdALd+sNHpdBblGZ02EE3PffbeaCiyYETcIPzIzQUAAAIABJREFUcMJpWcQlxPDIb9+hurquVY+JjYumX/8e9E3tTt/+PeiT2p2+qT1IH5hM6oCeWkOvVCfVYsIvIjcDNwOkp+ugGEqp8NTZW/gNkHXCMFavz8f4t4okKN18+6lMmBgcZT2ejj5+KI89dw0P/PItDlZUExkZQUrfJPr0724n9oeT+76p3Unqkeho16NKOS80+uEXkZeBc4FCY8xoe9pDwE1AfY8J9xlj/uflsWcCfwcigf8YYx5vaXstJvzGmBeBFwEmTJjQCX8GlFKdQWdO+KNiohh0zEBW5XTOaximnjGGiy+d6HQYTRpzVAb/euc2jIHk3l2JDIKLjJUKZiFS0jMdeA54rcH0Z4wxTzX1IBGJBJ4HpgJ5wFIR+cQYs665jWlJj1JKAb36dCM6JoramtaVToSLpOQuJKb3JDtnl9OhOGLEyFR+9Zuzg75VPKVvd6dDUEr5kDFmvohktuOhE4HNxpitACLyNnABoAm/Ukq1JCIiglFHpbPq+61OhxIwacP6UGrcbN9R4nQojujVqwsPPXYJMbH6U+h2uyktLqdwdylFu0sp2lVKXa2L/pm9SRuUTL+MZGJi9HVSwc8Q8r303CEi1wLLgF8bY/Y1mN8f2OlxPw84pqWV6qdXKaVsJ5wxJqQT/ti4aKqralu17PCJA9mws4TaWpefowpO0dGRPPTYJSQnd3U6lICorakjb1sRRbtKKSoos/7uLqVwdynFu8so3lNGXTP7QkSEkNK/B2kDe5M2qLf11771TOmKiGCMobamzr65qKmupbbGRW1NHTXVdfRK6UavPtorkPIzQzBch5QsIss87r9ol8i35AXgEazjlkeAp4EbGizj7WimxWesCb9SStkmTc3in4/6v+9zX0sfnMKtvz+X3qnduf9nL1O4q/k+9EccN5g1mwoCFF1w+tVvzmbkqP5Oh+E3RQWlrF+5g/U/7CDnh+1szt7VoXI1t9tQsHMvBTv3smz+hh/Ni4mNwu02zR4wACT3TeJv792hSb/qDIqNMRPa+iBjzJ76/0Xk38B/vSyWBwzwuJ8GtFiTqQm/UkrZuvfqwpijB4ZMK39i1ziuvuNUzr38WKKirQs5n37zFv5w0yts31zo9TGpg1NYn1vkdV5ncfFlEzn9rCOcDsNnqqtq2Zydfyi5X//DDkr2BG4chZpWdhlaXFDGp28sYtqvz/RzRKqzc3ttBA9+ItLPGLPbvnsRsNbLYkuBoSIyEMgHLgeubGndmvArpZSHUCjrERHOuHg81/3idLr36vKjecl9kvjLazfz0M9fY93KHT+aF98llsrYSGrLOmcZD8D4CQO5+dZTnQ7DJ17725csX7CRret3t9i6HgyuvmsqV9x+itNhqDBnCI1eekRkBjAFq/wnD3gQmCIiY7GeRi5wi71sKlb3m2cbY+pE5A7gS6xuOV82xmS3tD1N+JVSykOwl/WMHJvOrfedy7DRaU0u07V7Ao/95wb+390zWDLPKr8wQOqRaazf0HlLeVL79+D+hy4iMio8Bp9atXgrG9fkOR1Gi+ITY/jtXy7nuNOynA5FqaBhjLnCy+SXmlh2F3C2x/3/AY36529OeHzrKaWUj9SX9QSbHsld+c3jl/LUGzc3m+zXi4uP4Y/PXs2p5x8FQNYJQzt1sp+e3ouH/3wp3brFOx2Kz6QNSnY6hBalZvTimXd/rsm+CiBr4C0nb8FIW/iVUqqByWeMDpqynqioSC68bhJX3HoyCYmxbXtsdCR3//lieqf34M13l/gpwuATFxfNiJGpjBqdRtboNEZm9Q+rRL9e/8zeTofQrHGTh3LvM1fSNSnB6VBUJxMEvfQEHU34lVKqgUmnZfHCo586XtZz9InDufnec0jLbH9LbkREBFfcOIUvvs6hqDBwF3IGUt9+3RmV1Z+s0WmMGp3GoEEpYVO205y0gcGb8F9844lc/5uziIwM//dBqVCgCb9SDttfVUWdy033hHgi2jHapzGGippayiqrMBjSuif5IcrOpUdyV0ZPyGT1km2ObD81vRe3/P4cJp40wifri4mN4robTuSpx7318Bba+vZN4o13fu50GI5IGxi8JT1Tzhuryb5yTChctBtomvAr5aA9+8u56tV32bmvjOiICJK7JNK7SyIpXRPp3dX6v2tsLPurqimrqqKs0uNWVX3o/zq3m+7xcbx27aVOP6Wwcet95/HJG4uY/8UaDpZXB2Sb8QkxXHHbKVxwzfE+H9V06hljeP+d78ndFl5dcmaNGdDyQmFqwOAU7nv2Kl5+8nMK8vY6Hc6PLJqdzZAwHudABS9jNOH3RhN+pRxSUnGQaW/MZOe+MgBq3W527z/A7v0H2ryu7vFxvHrNJQzvE7wtfqFm4LC+/OLhn3Drfeex+Jsc5ny0ghXfbvJbmc+p5x/F9Xef8f/ZO+/4tqqzj3+vJEvy3nvETuIMZ+9JEhIgrAKBAi1Qyu7gbWnfMBIKDXun7dtdaOmglDIDJJAQsiA7TmLHiR3HI957yrYsWeu+f9gZRk68tH2+n48+tu5z7jmPbEnnd899zvMQGeOcokRKpYJ7H1jGk2vfd0r/7iJj8sgVlZIkccmVU5m3PIONb+3jnT9uR99udLdbAOzbeoI7H7rC3W4IBIIehOAXCNxAq8HIPf/+iNONw1+VC9Vq+PsdNzEhznPjeb0ZjdaPpVdNZelVU2luaGfXZ8fY9slRShyQ8UahkBg/NZl7H76KSTNHOcDbizN/YTqTpiSR6wWpHAfKpAFkLPJ11GoVN927hMtWzeI/f9jGZ+8cwGqxEZcUwZKrp1J8spojuwtc6lNZYR1VpY0kDmP/iUAwVDw1U447EYJfIHAxHV1d3P/2BvLrhh9aEazR8OYdN5ERH+MAzwT9EREdzI13LebGuxZzOr+G7Z9ksXNTNi1NHQM6N3VcHKnpsaSOiyNtXCzJo2PQaP1c4Hk3kiRx/w+X87MH/+WyMZ2Jv7+atDTx3j9DaEQgP3ryer51+0L07UbGTU1CkiR+fssf3OLPvi9PcPP9y9wytmBkI7L02CMEv0DgQgxmMz945xNyqoe/OhykUfPmHTcyOSHWAZ4JBsvoCfGMnhDPPatXcmRvEds/Pcr+7SdRKhWMSo8lbdwZYR/HqPRYQsMD3e0yAJOnJLNw8Tj27XHtiq8zmJCRMCKy8QyWpNHn7vZZLVZK8mvc4sferULwC9yDiOG3Rwh+gcBFdFksPPjupxwurxp2X4FqNW/efiNTE+Mc4JlgOChVSuYuHc/cpePpMprxUytRKDxbhN77wDIO7HPefgRXIcJ5+qfidANdRrNbxj51rILGWh1RcSJzmEDgbjx7VhIIfASz1cpDH3zG3tPlw+4rQO3HX29fxbSkeAd4JnAkGq2fx4t9gFGp0Vxx5VR3uzFsMoTg75ei3N4LDFp/P9LGxTJ5ehLj06NIDFczaXI84yYnoPV3fHjZ/m25Du9TILgYMhKy7N6HJyJW+AUCF7Dus+3sLBh+5dYAPz/euG0VM5MTHOCVYCRz591L2LEtF5PJ4m5XhoQkQYZI+9gvNWUNTJqWhK3LRHNVE3VF1Zwu6X0RUHmyexO3QqUkbXoqmvAQCvJqsFltwx7/0M6TfOuOhcPuRyAYDN5979I5CMEvEDiZZn0nHx/LG3Y//n4qXr/tBman2IscWZZp7jRQ19a9eVSSQEICCRSShET3hs0zPwPUfsSFBA/bJ4FnYbHZOFBWQWRAABNjL561KSY2hBtums177xxwkXeOZVRqNEHBWne74RSqimrZ/t/9GDqM3Pf8rcMqYHVow0EKs0oH1NZmsXL6cDEA4XFhJE8fTUlJEx06w5DGHpORwA+fvH5I5woEAsciBL9A4GQ25xViHWbKAK1KxR9uuY7ooEC+LiqlokVHRUsrFS06ylt0VLbo6DQPPE73znkz+MXKZcPySeAZyLJMdnUtG/Py2ZxfQKO+kz/deF2/gh/gO7cv5PON2XR0eEbu9sHga/H7uqZ2vvrwEDv+u4/8w+fuBjZUN/PoGw+g1gw+3KajtZPiY2VD8qeltpWWLUdRaVRkLJyIrtNCVVnTgM+/7nsLufexaxxeQE4g6BdReKtPxCdRIHAym07kD7sPqyxz3382YHNQrrErJox1SD8C91HY0MjGvFNszMunUtfWyxai1Qyoj5AQf757x0Le+PMOZ7joVHxB8JuMZg5szmb7f/dx+MvjWC1WuzZ7Pj6Mod3Ik2//D9qAgf1fz3Bif8GwN2Zbuizk7jwOQNqM0WgiQ2lt7TwbMyGf950kyzIqlZJ711zDossnD2tcgWBYiJgeO4TgFwicSGWrjqMV1cPux2y1FwJDJSLAX+wB8GJaDUYe3rSFr4pLLtgmVDvwUJdVN83hyy+OU1oy/LoQrsSbN+zabDbeePxdtr69G/0AwmWObD/BL1at55n3fkZgaMCAx8nZPfzFhvMpyRrYPqT3XzShMJuZd+U0r9jELhCMBMQnUSBwIp+fOOVuF+y4bMIYlGIS9kpya+tZ9Y+3Lyr2YeAr/ABqjYonn16FRuM96z+hoQEkJoW7240h884rG9nwx60DEvtnyN1fyGPfeoXWxrb+G/eQs8exgn+g5B8+zdPf+S0/XvhLdr5/oM87FwKBMxFZeuwRs75A4EQ2eqLgHy/CebwBWZZp7+qislVHbm0dbx89xq3//q9d+M43GRsVQWTgwFeBoXsD7P/8bOVw3HUpGZMTkSTPnFT7I3NrDv9+8ZMhnVuUXcYjV75EY3VLv2274/eHnwZ4OJTmVfHyvX9h0193utUPwchDlt378ES8Z0lHIPAyTtU1UlDf6G43ehGkUbMgLdndbgi+waHySv568DCtRiM6g/Hsz8Fu9o4PCebNW25ErVQO2ocrr55G1pFSdnhB3nRvjd+vKann5fte7xX3PlgqCmpYvfIFXvzkERJGx1yw3Yn9BcMax5GU5Fa42wWBYMQjBL9A4CQ+c8BmXUezLH00apX42HsS2dU1PPDBx+hNw6uGGqbV8uYtq4gfYrpVSZJ4aPVV5J+sprqq/xVkdxEQoOaylVPc7cag6TKYeO57f6CjVT/svurKGll9xfNMmDMGi8mCuedhMVmxmLt/1zUMPPTH2ZTmVrrbBcEIQkZk6ekLMfMLBE5AlmU2eWA4z3VTJrjbBcF55NXVc++7G4Yt9gEevfQSxkZFDquPwEANTzy1ip/+6B9YLMMvuuQM7rxnCVFR3lVDQpZlfvfzf1Gc47gQm5b6NvZ/luWw/pxJ6ckqbDab2MArcA0yIAS/HeLTJxA4gRaDkTZjl7vd6MUvr1rO0vQ0d7sh6KHNaOS+9zbQ1uWY98nOouFXcgYYNz6eB360wiF9OZrRY2JYdeMcd7sxaA59kcO2/+x1txtuw6jvoqq4zt1uCAQjGiH4BQInEBHgz99uX0WQRu1uVwBYd/Vybp8zzd1uCM5j/Vd7adB3Oqy/7UWnqWjVOaSvVd+ew4JF6Q7py5H89H+vRKnyvmmrvmLgBat8lQ/+b7O7XRCMIMSmXXu875tTIPASpiXF89fbVhGodq/of+rq5dw2W4h9TyK3to53snIc2qdNlrnjP+/z1NYdbC8sRm8yDbkvSZJ4eM21REd7TujMyqumMnmKd244N+q9r5Kxo/ny33soPVnlbjcEIwXZzQ8PRAh+gcCJzEhO4K+3ryJA7eeW8Z++ZgXfFWLf4yhuanHKnFDd1s7bR4/xww8/Zc5v/sQd/3mfrKqhFX4LDQ3g8XWrUCjcHwsbFKTlvh8ud7cbQ8bQ4Vnhfe7AZpP5+7r33e2GQDBiEZt2BQInMzM5gTduW8X9b2+g0zz8zZkD5ZlrVnDrrKkuG08wcIaSNnOwmG02ylt1pEdFDbmPKVOTufPuJfzjb1850LPBc88DywgPD3SrD8PBMMAV/rDoEKISwrBZZSzm7ow7pi4LFpMZk9GMsdOEzTrwzdRKlZLQyCCCwgPxD9SgUitRSBIycGJf4RBfzdA5uOUYx/eeYsqi8S4fWzCS8NziV+5ECH6BwAXMTklk9YrFPLvFNQVohNj3bDQq5wt+gGdWrhj2PpLv3L6AD987SHu7e8JSxk2I55pvzXDL2I7C2Nn3Cr82UEPK+HjUahWNlY3UnK6nperitTsUKiUarQq1vwY/jV/PQ4VSpUTlp0SWwdBhoK2pg/amdpo6DTRVNNj1k7FoIiczix3y+gbDX594j9/seMJrC6cJvAQPDatxJ0LwCwQuIjYkyCXjCLHv+WicUAshKTSEF666nH1l5XySm8+c5ESWjRlaViZZluk0mwlUq1GplCxeMp7Nnx0bto+hoQH88Y17UKoUtOk6aW3tRNdqQNeqR6cznD3WpjOg03Wi03Xy059fiVLp3dGnxp6QHoVSQfK4eELCA2hrbKc8v4pTBwoG1ZfNYsXQYR12mFDp8VImzRuDpFBgMVvp7DCia2xH19g+rH4vRvSocKYsH8vmd7YRFBTAqPEpJKcninSdAoELEIJfIHARrsjY8+y1l3HLTO8rSjTScHRIT1JoCP++7WYSQ0NYkJrCz5cswmSxDvh8g9nM8Zo6sqqqOVpVQ1ZVNeEBAXx69+1oVCqWXprhEMH/yNpriY0LBfC6XPrDISQykPRpKVScrKD0WIm73QGgs83Aid0n7Y6nZCShCfSn6FiZQ8YJCNUQPlPJjIVTuGTlwl5ZltrNOv765y188N4H3Hv7/UyfPZ0xU1JRieKAguEgi8JbfSE+VQKBiwjRapzav0al5MOsXLaeLCJEqyFIqyZEoyFEqyFYqyFEqyVIoyY5PJTRURFO9UVwcRwZ0nO+2D+DQpLQ+l34672mrZ2jVdUcrawmq6qGk/UNWGy9Y8NbDEb+vP8QD12ykOkzRxES6k+bzjBkP6+7YRbzF3peqk9XEBYZTEFmkbvdGBDled1VcUdNSsbPXzOkYmEqPwWLbpxF0CgFL/zhaV644QXmzLGvn5CZmcmaJx5j/fr1TJozATNGso8co7myFcmmIH3aGFLHpQz7NQlGICKkxw4h+AUCF+Fswd9lsZJdVdNvuwA/Pz6477uMiR5eVVbB0FErHfPV25fY/yZmq5WT9Q1nxf3Rqmpq2zsG1P9f9mdy9YRxpEdHsXjJeD7fmD0kP1NGRfGDBz2zmJcrmLpkortdGDRluRUApE5ORqnRcPp4/8J/xmUTmb58HClT4sk/ncfq1atZv379BcV+X3ZtoIaE8bFkZmby7PefYtfenXYhP2aTGT83ZT4TCLwVIfgFAhcRpLEX/CvGj+HeBbP4+YefUzdAETZcOs1mHvrgM96/77v4+4lJ0x04YoV/IGIf4NPcfNZ8vnVIY5htNp7Yso137riVpZdmDEnw+/kp+cW6G9BoRu57bfzs0WgDNRj13pees/REt/BPm5KC5Kei5ETlWVtYbBDzrplKysQ44sZGEhrb/V68kJg/w2Dsh3dkk5AWR1l+Be3t7WiC1ZTUFvHqK6+x+gePMGHcBNIyUkkcHe+kv4DAOxEhPd9ECH6BwEUEf2OF/44503l85VKUCgXv3/ddfvzup5yodk35+cKGJp75fAcvXr/SJeMJejPcGP6Bin2Ay8aNwW+LArNt4Okcz+doVQ1fnCrkiuljCQ0NQKcbXHXge39wKWPGxg5pbF9B5adi0sLxHPnSscXWXElJzwr/6KmpGBMbmbNoJosuW2BX+diRYn/OnDnYrDZaDc2EjgoklEAyMzN5+JGHe53f0tlE6Y5S2hv0dHZ2EpUUzuIVi8Rm4JGMCOmxQ3waBAIXoVIoCOhZUX/s8iU8ceUylD0TUmxwEP/+/s1MjIt2mT8fHcvjo+xcl40nOEewVnP2vTBYBiP2AUK1WhaljRrSWABjIiNYOjoNpUrBJUsHlz991pzR3PjtuUMe25eY5oVhPX1xOqeUmTOns+TKRU4X+9Cd2Wgg54fGBFPTWcF9q++iuLKIg7sP0dkx9D0nAoGvIVb4BQIXEhkUwPPLF3H1JHvhdKi0kvxa+3zZzuTpz3cwOSGWcTFDL84kGDzBGg2/vPzSIYXahPv7Ex8yuAw310wcx67iwWeH0aiU/PaGa85Wil56aQafbcxCq1Wj0fqh1ai6f2r9ep53/zxj+95dl3hEpV5PYNrSDHe74DC0Fvv3nzPE/nDtp3NLmTzPNy60BIPEC1b4JUl6E7gWqJdleXLPsVeBbwEmoBi4W5bl1j7OLQXaAStgkWV5dn/jCcEvELiQN25bRVpkuN3x043N/O9Hn7v8O8posfDQB5/xwX3fJVDt/LShgnPcOCWDvaXlbMzLH9R5x2vr2JiXz/WTBi5krutp++uv91HdNvA8609edinjos9dDE6fOYqtux4XRZOGQPrMNAKCtXS6qYCZIyk7XsWCm6effe6JYh+gvqoBEIJ/xCED3pGW8x/A74F/nXfsS2CtLMsWSZJeBtYCj13g/EtlWb54pb7zECE9AsEgsckyHV0m6to7ON3YTKth4BN4X2K/zWjkR+9+SkeXyZFuDpjTjc2s+2w7suwFSyI+hCRJPL1yOSlhoYM+d/1XezGaLQNur5AkbpicwdYH7uLx5UsJ02r7PeeaieO5ZdpkO5+F2B8aSpWSb/3wCpLGxfcKU/FG8vYXYbN27wnxVLEPYDK75ztVIBgIsix/DTR/49hWWZbPfLkfAJIcNZ5Y4RcILoAsy3z1aRZbWio52tFEp8mEvstMp9ncq12QRs2DS+Zzx9zpg96MKcsyj2zYQmlTiyNdHzQbj+czd1SSKNrlYoI1Gn5z/dXc+ta7g9pUW9PWzj8OH+WHCwYXH69Rqbh77ky+PXUSrx/M5B+ZWRgt9hcOKWGhPHvlCiHuHcw9z97KPc/eiqnLTGVBDWV5lZSfrKLsZCVleVVUF9dis3nuhffYmaNYeNNM0mYloVAqPFrsA5RWFwOXDe3FCrwaD1i/ipIk6fB5z1+XZfn1QfZxD/DuBWwysFWSJBn4y0D67lfwS5L0APAAQEqKKIAhGBlUlzTwhyc+4OjX+cRfmU5ZsvmCbTu6TLz85de8eySHNVcsZVl62oCFkiRJzEhKYFeh+6tvPrt5J1MT4pjgwo3DApgSH8fqZYv43Z6D6E0DW5FUKRRsKyrm9plTCdb0v1r/TYK1GlYvXcztM6fz+z37eT8nF1vPDOmn7I7bD+4jjazAMag1foyeksLoKb3nVJPRREVBDacyi9n13n5yvj7p9jtvmkA1l925iPT5o0iedC71pbvFfH/2QwcPofYT7+ERi/sFf+NA4uovhCRJvwAswNsXaLJIluVqSZJigC8lScrvuWNw4T4H82Uye/Zs+fDhw/03FAi8FFOXhQ/+tJ3//n4r5q6elU+FRMdPM6jX6wfUx+LRo1i7ciljB1jYSpZl1n22nXePHh+q2w4jNSKMD++/rc+aAQLnUdTcxGXv/J1Y/0Bi/YMJUPhhs8i06A1UtrahUSlJjQjH319Fq8VIUXszZpuVXbffS2qofZjYoMdvbOJXX+3ly8JinrhsGd+fPcMBr8oz6GgzEBCk8coUjQ2VTex6bz+fvbGdmpJ6l46dMDOc6ZdnsOCKOQSE+veyuVvMD8SetfcYv/3rbwbzkgVegiRJRy4mpjWpSXLckz91pUt2lN/32EV9PIMkSanApjObdnuOfR/4IbBCluV+8yBLkvQU0CHL8msXaydCegSCHrL3FvD7x9+n6vQ3JlabzHizlnoGJvj3nC7juj+/xW1zpvGTpQsI9b/4CqwkSfzy6uUkhYdSUN9IWVMrZc0t6IyuL9JT2tzKExu38eubrhbhHC4kwt8fJKgz6qkz9n6fKYMkurCQ3VkD3/jq15svfOdpMIyNiuSPN13HyboGJnh5xqbODiM5B0+Tva+Qo3sKqCiuRxugJnlMDKnj4khJj2VUehyj0mOJjg/z6Pd5dFIkN//vtWTtOOFSwa8JU7Po+zOYv2ienc0TxHx/9kcffYydn+8a4KsV+CTesWnXDkmSrqR7k+7SC4l9SZICAYUsy+09v18BPNNf30LwC0Y8zfVt/O35T9jx0YXvXrVvLYVlA0+FaJVl3jqUzcbj+fx02UJunTUF1UVWGFUKBQ8s6j15tXQaKGtupbS5hdKei4Cy5lZKm1oHHPoxFDbnFTBnVBK3z5nmtDEEvQnVaFFI0tmwmvOxXuTetMFBgv8ME2O9L5zLarFyKqeCrL2FZO0tJD+7DKul934IY6eJwuOVFB6v7HU8IEhLytgYRqXHcdfDVxEWGeRK1wdEXVkDR7efcOmYi26d7rVi/4y9vbON8oJKUsY5bM+jwIuQ3B/S0y+SJL0DLKM73r8SWEd3Vh4N3WE6AAdkWf6hJEkJwF9lWb4aiAU29NhVwH9kWd7S33hC8AtGLKYuCx//bRf//e1WDP2UvNcVNhF+VTQtg8jIA9BqMPLM5h3898gxfnPTNYwZYJgPQHiAP+EB/kxP6l0yXpZl6jv0rP3kC/aeLh+UPwPluS07+TD7BDOTE5iVksis5ARigj1PDPkKSoWCMI2WZuPgCgX9/sgBLksdw+z4RMZFRKHw4NVqRyHLMlWljWTtKSBrbyHHDhTT2TG0VJedHUbys8vJzy5nwvQUrrzVXuS6m6PbT7g8jn/2CvuLfU8S8wO1V1RW4KdWEZ8aN6DXLRC4ElmWv9vH4b9doG01cHXP76eBQa/ICcEvGHHIssz+L47zxrMfU1veNKBzEi4fQ8kgxf75KBUKEoeQfrEvJEkiNjiIP3/neh75eAtb8god0u/52GSZ3Jp6cmvqeetQNgDJ4aHMSk7gttnTmPaNixDB8Inw9x+04N9VXsKu8u4N38FqDTPj4pkdl8is+ESmx8QR4Df02gqyLLO97DRapYoFiclnq0K7gy6jmZyDxRzakcehXfnUVzk+q9XXnx9jwoxRKBQSCqUCpVKBQqlAoZBQqhQoFAqUKgX+ARpUfoPLxjV+hF6gAAAgAElEQVQcplwywWVjAcy5dhqxo3uHdXmimB+IPTQmmKKCYqyyjaS0hAG9foEPIOMJm3Y9DiH4BSOKkpPV/OXpjzi2d3Ai2TQtAnRDq4IbqtXwu5uvRevn2I+bWqXiVzdeTaj/Dt494vwNvxUtOipadORU17Hxh9+7aIiSYPDMiU+iqKW5/4YXoN3UxVflpXxVXgqAUpKYFBXDkpQ0Hp63eMD92GSZzcUF/O7IAfKbut/zUf4BXDt2AtePm8j0mDiXxL031uo4tOskh3acJHtfIV1Gx4YvfZOsvYX86Or1A2obEh5AWGQw4dE9j8ggwqODCYsKJiIqmLCo7uehEUEoe3Luy7KMLMvYrDI2W/fvsk3GZrN1H7eded5zrOd3daCWtCkplBx3zt28bzLzyt4VgT1VzA/UXlRVwI9//iO2bd1GbGLMRV+7wFeQvDaG35kIwS8YEeiaO3jrtc/Z/Pa+Qee51kYGcKxjaEJMAl5ddRXJ4WFDOr8/lAoFT1+9goiAAP60+6BTxvgmpxub2ZCdy80iZ79DeWTeYjYXF9Da5ZhKrFZZJqehjiZD54AEv8VmY2NhPn84esDuwqPR0Mk/jh/lH8ePkhISynXpE7kufQLjIhy3wddms1F4vJKDO7tFfnFelcP6djRtLZ20tXRSXlR30XaSJCEpJOQegT9UZFkmeno6UREBqLDR0dhGxclKLGbrkPv8JhMXpTP7qkmkzTgX8+5use5Ie17WSbT+WkIjQvr9WwgEvogQ/AKfxmK2sulfu3n711vo0A0uXOIM0demk2fVDenc/1k6n6XpaUM6d6BIksTPLl1IeICWF774yqljneG3X+3n2ikT8Pfzc8l4I4EI/wDWLFjCml1bHdqvWmn/NW+TZSrbdOQ11pPX1MDJpgZy6mup03f02195m47fHznA748cYEJkNNenT+Bb6RNICh58yJq+3UjW3gIO7TxJ5q58Wpv6H9+bkGUZ2Tr82AJJkmhq1NPUeC6D04Qlk8nbfmxY/UaND2HmyknMWDKFmNTe+4s8Saw7yn54z1GSkpMYP2Pshf8oAt9AhPTYIQS/wGc5vPMkrz+zgYp+VuH6w9poYGlUKFhsYJXBYkM225DCNHTEqDnVqaOjj6w5S8em8eMl84c19mD4/ryZhPn7s/aTL7A6eZNffbuefx3M4geLB1fpVXBxbpk4hX8ez+Jk09DCx/pCkiSy62o42dTAycZ68hobyG9qoMM8/ExP+U3dfb18YDfzE5J5ZsmKflf9DfoudnxylL1fHOf4odMOXaUeSeSfamDyssmc2DW4DD7xY6KZtHI07+96m+/85IceI8ZdYY8dHYUZI3/+1euYzRZ+tPoBVCohg3wSIfjtEIW3BD5HZXEdrz/zMZk78lwynqSUiF6QgnpKFA1BMgW6FuJCg/no/tsJ6ycHvzP4/r8+4EBphdPHCdKo2faTewgP8O+/saBfTFYr6w/u4S/Zme52ZcioFUp+PnchD0yfY7fJt7qskU3/3scX72cOOauOoDcKpcSkMWGYjV3dsf9WG2aLCX2XHo3SH4WsQLbJKFQKpi2fSNr0RGr0FTz8yMMeJ8bdYU/wT2Hld1bYtRF4Nv0W3hqVLMeveciVLtlR9uNHBlR4y5WIS1uBz/F/j73LiYPFLhtPtsrU7ymDPWUApIdruffpBW4R+yarlWNVNS4Zq6PLxF/2HGLNFUtdMp4vU6pr4adbN5HTMLy7Ue7GZLPy8oHdbC0p4rXlVzE6LJzsfYV88s+9HNp50uXpJX0dm1Vm0uUTmXV5OjAwsSvE/jm7oc65G8EFbkR81dghBL/A57jtZyt5/Lt/dNv4phYjhV8XwSrX5/Q+XlWLwWxx2Xj/zjzGHXOnk+SglKO+QEOnnhajgbauLnRdxnM/Td0/r0gby7yE5LPtPzqVy5Nfb3NY1VxPIKuuhqvf+xfXlYdz4l3XFo0aaejbukOzPE1Me4Nd9rfwxXvbUPtpiB0Vw/hpY1EqXZdyVeAkZESWnj4Qgl/gc0xfNI6pC8aSs7/IbT7kHT7tlnEPllb238iBmK1WfrtrP6/ccKVLx/VUPi7I42fbPr9om/fzT/DxTbcTExDEk19vY0OBa0LPXE2X1ULJODHpOpu2VoNHimlvsAeE+BOQ4U9mZiY33Xs9Lz37MilRaUREhDP38ll2/QgE3owQ/AKfQ5Ikvvfw1Txy02/d5kN1aSMtDW2ERw8+BZzeZKKpo5MgrYZgjRq/Qaw4HXRB7P43+TTnJPfMn8WEuGiXj+0qSopKKcopITwsDJWfCj+1Cj+NH2qtGhs2zFYzZUoLD+/qt7o5bV1d3L3pIwDK2lqd7bpbOaKvZ/7kKFpPNLrbFZ+ltqqJV/75vMeJaW+3f/neTlZ8eykKUW/EK5FESI8dQvALfJLJc8cwa+kEjnyV7zYf8g6XsOiqQVe/5qPsXJ7bsuvsc38/FcFaDSFaDcEaDcHn/QzpuSgI1nY/z6qsduArGBgysH7HHt64bZXLx3YmFYVV7Nu5n//726+59/57mTf/XEYiGSsmrOzdv/usWAhRxWKx2QbUt68L/TPIgOLaBBCC32kUHq/luSde9Cix7Av2+Ixo/vHbt/jeg7fhJ9IPex9C8NshBL/AZ/ne6qu9UvB/VVja67nBbMFgtlDfru/7BA/g66JSvioscXrNAWditVrJP1JIZUk1mhA/SmqLWL1m4GLBZpO5bG8t2+ShV8v1RTKtjUxJDKazqt3drvgkNjPk7upg7sIutEGas8c9WUx7i/2DTR9y7a1XExPvu3cvBSMHca9K4LOMnzGK+ZdPdtv4uZmDj+PvNJndEpbjCB7/dCtN+k53uzEo9O16Dm07ypb/biNz72HkAAuJk2K6xf4gxYJCIXFTdAqITDS9CFNrUQWIjZDO5HReLfs2nTr73BPEsqfabTaZgwcOXvT8PVv3EqAI5vNtm4TYF/gMYoVf4NN87+GrOfCle7KETJyZOuhzDpZWYLJ6ZyGiRn0nj3+6lT9/53okybM3a/7q2d8QGBDInKWzCYhTExAXd9Y2rDCAMdEE1Uh0CH0LQEJAMMnvNtJWODJCmNzJ5v9mkTIughZrjceKbXfbK3NrGTUumXvvu5c777wTo95Ip96IUd9Fl8GIyWimXd/O/Q/dJ7L1eDkiht8eIfgFPs3ojEQuuXY6uzdlu3TcuSsyuO/JGwZ93ldFJU7wxnXsKizhrUPZ3DlvhrtduSBbP91OaHxIr5j8MwxXbOzZvp+OAKe47XWEqbUkvFVPW1mbu10ZMZwuLue5363xSLHtCfaa2hquvPUyAPzUfvip/QgOD7ZrJxD4IiKkR+Dz3P4z16aMTJuYwGO//z5K5eA+XrIs8/U34ve9kVe27eYH73zMy1u/5v2jxzlSXkVLp8HdbgHdcfqni4qdIvYzMzPZnXnIKX57I60mI8GrRom9cy7kUPZejxXbHmF/+iG+/nyvnU3gg8iSex8eiFjhF/g8ez533ep+eHQwT/39fgKChlZld/GYUbx79LiDvXItZquVXYUl7CrsfbciPMCf0ZHhjImOYHRkBKOjIhgdFU5CaAhKF6W+2/Lelyy+YqHdcUeJjW89+RzgXfsYnMlORT3L/ncqtb/KwTOnQN9i/ozFniu2PcSuClDS0thKeFSYXTuBjyAjsvT0gRD8Ap/m8M6TvP3rL1wyllrjx7q/3U9MYsSQzpckiaeuWYFCIfHO4RwHe+d+WjoNHOk0cKSid+rQdVcv57bZg89mNFjaWtoIj7ef5B0lJl56/hVetLaAkLa92EUdS1dPpW69EP3OQpZlJs5OYPwk+yxZniS2PcWeuf0oV9y63K6tQODLCMEv8FnqKpp4+Sf/QnZR1pSHf3M742eMGlYfCkli3VXLUSkUvHXItfsO3EVGXIxLxtn/RSaJk2N7HXOkmAhTxyHrxObUvvhKrmPFd8ZR/d8Cd7viU6RPj6HedIJlly1i8XLn3bnyNXtgtD8WiwWVSkggn0Ws8NshYvgFPonJaOb5H/ydDp1rwivufOQaLrnWMRtVJUniFyuXcde8mQ7pz5NRSBLjY6OcPk5pfjmx43uP42gxcbqjw2n++wKl6ZKYgx1EWFQg1z04ln/veJGVq5YJsT9Ie2hMMHu27Lc7R+A7SLJ7H56IEPwCn+RP6z6k8Lhr8tmvuGkO3/nJ5Q7tU5Ik1lyxhPsWznZov55GamQ4/k6uYmmz2SjILUTldy7NnjPExHaLqCZ7MYr1rcRf7b2F2TyJ1kY927ft8kgx7S32l3/9kt3xoWLQG+jQeW5hxBGJ7OaHByLuZwl8jq3vHmDLf5y/eqPR+rH4mun89OXvODzvvMFs5kBJBe3GLlQKBRabzaH9ewoZcc4vapO57SgJ48+F8jhDTDRWtpAniQm/PxpnB8Dn7vbCN7BWjGZ0QrrdcU8Q095gf+XlV/vcvGuxWHjwnp+yYNYCxo4ZS1h0GMbOLjo7OjEZTZRXlfH+xne5/pobyJiUgX+IFv9gLR0tekIDIpg4y/5/IhB4AkLwC3yKohOV/OEXHzitf43WjzkrJnHJNdOZuyIDbYCm/5MGSI2unV2Fp9lVWML+knK6LN5ZgGswTHRy/H5nhwGL0gR0Z01ylpjYXVrptNfgSxzvaOSSBQk07q/uv7Hgohg7Tez4MI+bHpyPoicFsKeIaW+xZ+8+zqWrLjlr79QbuOm6m7jljpuZPedMiKYVbaAKbXQImZmZPPxM3/0HhQeyd+/X7Ny1gx+v/oHd2AIX46Gr7O5ECH6Bz9De2snzP3gTU5fZof2eEflLrp3OnOWOE/lWm43j1XXsLOgW+fl1DQ7p1xuQgBunT+LGaRlOHWfPZ/tJmNR9UeEsMVF4rIK/2aqc9yJ8DL/pESAEv0M4tKOQiTMTmLw41ePEtCfYG8qasZosyEBJWQkbPv+QF9e9TGr0aJqrWlGHqtix6SvMBjMVlZX89e2/8IMHHxjy+I+ufYRXX3mNrz/dy5LrFtm1EbgGT46jdydC8At8ApvNxqsPvUVteZND+nOWyD+fP+0+xO++Gnkbx2YlJ/CLK5cxKT62/8bDoKKwiuix3SlSnSU2Opr1rG8tFpk4B4GtsN3dLvgUZQVNGDQNQ35/W8xWDh/KZN0z6zxKrA/H3qXvoqWmjbix0Wfta5555OJi/VnH+vfleztZ8e2lKFxUY0Qg6A8h+AU+wdefZnEqq2xYfWi0fsy9rDtcx1ki/3weWDSbL/OLRszKflxIEI9dvoSrMsY5fM9DX+RlnyRxYpxDxMT//fq3PPboS9is4Rw8UHTWlmNuo1IyOvV1+BJKSaJpv7gb4kh0Oh0vr37qou/fD9/7iBefepkJoyeib+1E6adEqVLip1GRlX2UR9c+yvr165k2eTptjR2YjWasZhs2m43TJcVs3v45L/7yFVIiUmmtayMsNqRX/54k9purWlCqVb3Evjv8i8+IZut7O1i+aglqjdruPIGT8dBqt+5ECH6BT7Dshlksu2EWXQYTTXVtNNW20lSro7G2lcZaXffvNa001bbSXN+G1dK9CdbVIv981CoV62+8ihvfeHtExOv7KZUsHjPKJWL/8I4sh4n91atX88zaF3gtsA1MbU733ZeJ1PhjMfj+e92V1DXUXfD9u2/Hfl7/x1948CcPDvj9r/b362Vf88yjdv0b2o20N+opOl3Ixi8+5eXnX/EIsQ/Q1WkmPjHcbeOfT4WulI0fdHDT7TfY2QRORoT02CEEv8Cn0PirSUiNIiH1wrndrVYbusZ2muvbSBoT41KR/03GRkfy2OVLeWbzDrf54CoqWnQ89vEX/OHW61A4UfQ31jZjsHZyPLPAYZP5hNEZkLvbaT6PFOqNnUy5N4PqN3Ld7YrPoFWEMWfOHMxdFgwdRswGM5YuC0VlRax96jGniFn/YC0n8o+z5ulzFwO6+nYM7UZkm4xaq6KwooBH19hfLPTXv81qA0niyJHDQ/LPUzYw792xj7Fj01lx9aV2NoHAHQjBLxhxKJUKImJDiYgNdbcrANw+Zxo3z5hEXbueurb27p/tHdS2tVPX3kFdWwf1Pce8PT3njoLT/HXfYR5YZD9BDpf21g72f3GIyLQwiiodJ/bP2ONlNTWSyeF+jzT2heuYMiaM9mJRldgRVBe10FDeTHRKBH6aIKD7/esssX8he2hMMKExwWftZ8T+jOkz6TKYsJltWC1WbDaZ4yeO8+nGj3nx6XN3BsxGM40VLQSG+XP82AmeefXiYUoX8s9Pq3K72M/MzESrDhBi342ITbv2CMEvEHgAapWK5PBQksMvfBFik2Wa9Z09FwMd5FTVsulEPpWt3hVm8usde5maEMf8tGSH9GfsNLJv8yECY7UkTIrpdzLes2Mvn27ayNqnn6YovAn10XwmTx2HUnXxlcFZihA2yaK41nAxWMyYb0tCfrZV7HV2AEajmezdFVx+u3M3qA/HrvJTgv85+9pfnrsYaa5uxaQ3ExIbRHx69+d37TOP8eJTLzN5wpSz/XbpuzB3WcjJyeG9j97lpadeJiUijYbSJsLiQvDTdociFZSc4tG1F9+g64rX//vn/2RnE7gQIfjtEIJfIPACZFmmvLmVzPIqDpdVcri8yuuE/hlsssz/fvQ5m350JxEB/kPqQ2/pJK+tmFxdIW3ZrYTpg/Av1VBfW8Pf/v0GLz37MrNmzcZkMFFf0UyzXketXzMnQopomdWBZtYo9pEPQF50CYWnK7g0cA6nqwsvOJmPVgSACD93CFn6BlbcNp7q/5xytys+wdb3s5k4K46a9nKPE/v92SMSwi5o7+o00aXvws9fjSZQQ05eDmt+aX/nwmK20ljezKmCAtb2sefAHa8vOjTazi4QuBMh+AUCD8Vis/FRdi57T5dxuKyKRn2nu11yCIlhIay9Yinh/toBn9Nu1pPXVkRuWxG5ukJK9ZXYzizhxPQ8ANJg1IL5bCabrS3HARvW2P6Xeo7FFpFvKMX4YeUFJ3O5pQVC+jhZMCSOjjKSGhuIsU7vbld8gi/ez+Zf217wCLHrKLsmQD2g81V+Skrqij1G7M+ZMwerxcaOT3dhMVuxWWUqKyvYtXcnVy6/isT4JCJiwpm2eLJdPwIHIPLw94kQ/AKBB1LZquORDVs4WuE7BYr8/VT8YPFc7lkwC43qwl89NpuN2rJ6Sk6W0t7WQXtoJ++EbEUe5D1aq2pwy/Fd/haktXE0VBppa+wgJCrorC0zM5NPN/4Xbr9mUH0KYExoBBqFirzm+l71CtQKJTEPZFD56lFsRnHrZLjkH6ll3c9f9AixK+ygVCmIGR111v7oc9326XO6w5SsZivH9pwQot9ZCMFvhxD8AoGHselEPus+205Hl+9sEL128gQeuWwxcSHBdjazycxnH22mq91EaEgYIbFBhEQFEZoSRChB7N9zANV4BWa1a0Th/qQT5HeWsuLoHMakJnOyOI/Vq1fzwlMv8hKiaNSAkWFuXBLHqmox22yMDosgJigQs81Gla6Nep2eL6kk9WfpJO5so/Gg71zcuosj2xpYsMKIf/C5u2eeKIaFHZR+SvSSgcITxaRPHmN3nsD3kSTpTeBaoF6W5ck9xyKAd4FUoBS4RZbllj7O/T7wRM/T52RZ/md/44kScAKBh9DR1cWjH29h9UebfUbsT4qP4T933cL6G6/qU+zX1zSQmpZGi6GJSQsmkDQpzm5l/bHHH2VOy3hXuk1LQAcfjNnJeuu/2XvsCM898QILly0kWBZfmf0RHxjMnJgkpoTHcbiiGnNPZqnS1lYOVVaRVV1Dvf5cGE9ph46D8yTi/2cqkp/4+w6H+spWju85V4DQU8WusHeTV3CCb3/nRnTN3rkfy6OR3fwYGP8ArvzGsTXAdlmW04HtPc970XNRsA6YB8wF1kmSFN7fYGKFXyDwAI5V1rB6w2YqWnTudqUXKoWClIgwQrXdtQpssnz2Icsgc+b3M8e7NxirFArunDeDm6ZPQnmR0vLrX/gVzz33bL+TZVrIWCJNUVgVViwKK2bJyilbCdVK52bNsahtNN0MX3Kc2uJOkgO05Bl8Yy+FowhWqxkTEolaUlKla6OmpYO6lsHF5VtsNnbRwNiHx5OUa8ZU2UFHqQ5js0Fk8hkkG/6eyZipsRfdgA7uF7vCfs5+YNshVt5ymV0bwdDxhhh+WZa/liQp9RuHrweW9fz+T2AX8Ng32qwEvpRluRlAkqQv6b5weOdi4wnBLxC4EavNxut7M/ndrv1Y5eF/QwVrNCwZm8q2U0WDqt6rValIiwpnTFQkY6IiGBsdwZioCFIiwvBTKoft14VIS0sb8GQZRXgv+8Z1f+fuv/2MnIBip/l3PidiTlNcn+aSsbyBSG0AyQGhHK+tI6ejziF9FrW3UpQCpEiwMIxAv2iiNQGESn4EWRRYNlfTeqLBIWP5KhaTlcyvT/LCn1ybh1/Yh25vqhQ1KQRniZVluQZAluUaSZJi+miTCFSc97yy59hFEYJfIHAT1bo2Ht2whczyKof0N3dUEi/fsJKE0BBaOg18mJ3Lfw4fo+q89J3BGg1joiIY0yPou3+PJDEsxKnVb/siP7uAxVcstDs+mMlyRuQM4vTRbFUccLq/UeoIuqxesGzkbGSYHZtIQX0TOW2OEfoXQm82ozefu+s1xyQ29w6EDdv+5TFiVtj7t8s2G5VF1SSNTbBrL/BaoiRJOnze89dlWX7dQX33NVn3OzkJwS8QuIHPc0+x7rPttBm7ht2XSqHgoUsXcu+CWWfDZ8ID/Llv4Wzunj+TfafLUSkUjI7u3jQpuVjYX4jyU5UkTOq9eDGUyfIS9QxCagL4IGCHU/0NlMIA7650PByUkoIJ4VGoZCVHK2tcPn6k1h9dQU2fM13MshSs7SZachtGfMaf6FQtt9x+j8eIWWHv3x6VEkGrsZnPfruJ7dt3cP/3H2DhZfMIDAm060MwQNy/NtMoy/LsIZxXJ0lSfM/qfjxQ30ebSs6F/QAk0R36c1GE4BcIXIjeZOK5Lbv4KDv3ou0C1H50msz99pcWGc5rq65ickJsn3alQsElY1OH4qpTsVqtBET1zsM/nMl0Wvx4WvY2sjc9D6PG4hSfZbM/MLJyxoeqtaSHRmKzyRQ2NnGy1n2VhvVmMxMenoa0v4n6vZVnhX/Y5Gj2T7VisUkoFsaSEBBEjEJLcKeEstZI1bu+X9wrY1YysWkadh3+jEXXX+tRYlbYB25f+9Qa1q9fT/y4GAqLi2gobUKyKEgem8SYKamoLpLO2Gw2s3Pz13S2djImfQxTFmRcsK3Ao/kU+D7wUs/PT/po8wXwwnkbda8A1vbXsRD8AoGLyKmq5eENmylrvnC85rTEOB657BJmpyTSZuyiWtdGVWsbVbo2qlvbu3/2HLsyYxyPXb6EALWfC1+FY8g9mE9Y7LkqVo6YLH+5di0vPvcSzTOsHLKdcLjPbZ3O28vgacyMTsBgNFPQ1MTRDtev5veF0Wphr7UeZsCoSyYwptmPlk0ldH0rHkt7d1y/TZap1LdTeSZ9ajTMy4iiNc99FyrOZNU9c5m2NJW8ghNuF6vC7li7yk9JfHr3HdB9mbtZecNlPP7Qk2SMy2D8zHSM+i4qiqpo17VTUl3MM68+xfMvPM+cOXOwWS18+f4ult94CUon7sHyWLyk8JYkSe/QvVIfJUlSJd2Zd14C3pMk6V6gHLi5p+1s4IeyLN8ny3KzJEnPApk9XT1zZgPvxRCCXyBwAUcrqrn7rQ8xWvpefU6NCOPnyxexcmL62ZCbUH8tof5aJsb1tWfHu6kuryFpchzg+MnSZpMZW53IhpBdGOThh0wBSEhUtTjnzoEn0mW1cKqpyd1uXJCyDh1lalDeFIK1/eKbeAMXx/uk4L/tJ4uZsWKMR4pVYXeuva65FoCQ5ABO1eby+HNretkVSgXxE6PYvmEX0xdOJSYh2q5fn8cLBL8sy9+9gGlFH20PA/ed9/xN4M3BjCcEv0DgAmYmJ7DjoXvZeDyfj47lcqquW4BEBgbw4JL53DJzslOz4XgCZacqKcgpQhWgcJrYB1AoJCYmjSa2LoIv2EeetszuvIGSqh1Dbo2KMp2BKeGhdIf0eMYeCGeS21zPjLgEjtXWutuVizKQzFYVkVYSLkvF1GTAWN+JobYD2Ys3X0sS3PXIUjIWpnqkGBV2z7FXtZfz4JIf8e/X32becnu7YGTRr+CXJOkB4AGAlJQUpzskEPgqkYEB3DV/JnfNn8nJ2nqOVlRz/dQMgjRqd7vmNPZs30d5QQXxKXFEj4okfmLUWZuzJ7vi8kL+/PDL/HL98xwcV0C8MpokSwwRXcEEdQVQVVvJ0bhCdCHGC/rfaQygoCcE63BjBfNGpXCwbGRUhK3r8o2qwoXtLRROgO46k0FAECFqDaF+aoIVasK+bKLpsGeELfWHWqvi7keXMnZmktvFpLB7j10brmbHh18z7/JZmM0WLGYrnR166mrriIiMJHVciu+F/njvNb3T6Ffw96QReh1g9uzZ4k8oEDiAiXExPhmqA1BRWMXubXt49c8v89Of/YQ5l7h5Mpw9hxUstrM/tfpxXn3pVQJHRfJlyEGabfbVLit0vcN4cnQ1dM8kvr/KX61vJzk4lKp23xD+59Nm6qLN1B3uFbFMS3qn58f5B4f6c9djS0jJiPMoMSns3mGPGR9BSXmJvT1sDlmZ2TRXtYJFIiImgtSMZKJiI+369RYkvCOG39WIkB6BYITywZsfs/zapUTE9FuRu18qi6rJzypA4S9R1nCa1b/wrMmuP/uYjiROGcr4InA/HTYDAEpJSWFT76w8MdpAyugY2B/FB4gPCfZJwX8+zUYjZdeGkdhpoaPUMwsgRSWEcOfqxcSPifbIz4+we7ddG6QhYXzsWfsVNy3nhXUvkRo7Gn9/LYlpCaRmpFw0S5DA8xH/PYFghBIUGERpeSmHdhxh0qyJJBX1/B0AACAASURBVKf3W6ivF5XF1eRnFaLQQExaJHETozxyMhuI3T9Iy/Sg8XTubmZvQSbGmwKI1ERi/kaMeKjaH0aQ4LeMkLoDtZ16/G6NJfKfFgy1nvX/TUmP5rsPLSAqKdxjPz/C7tt2I50cO3KMzL1HOXjoALfdcgezL5lBeHSYXR8eg1jht0PhbgcEAoF7CAoMRK31I2lyHC2GZv6y/q+8+88PLnpO5p7DvPPn99nx6S5aDc3ETYgkJq371q+nTlaDsa/5xWMsm7qAh6y3MqtpEuF+ml5ttIqRtUZSrGtmfFRU/w29HIUkUWvooOueUfiFdv/PNQFqJsxOY8L8saRmuKcC6sSZydz5yCVC7Au72+05eTk8/txjLFm5mPhx0RzaddiujcfQk5bTnQ9PZGTNXgKB4CzjZ6afTe925Mhh1j7/KOvXr2fbxzsJCQxh1vLpKJVKqktq+eqL3az/yys8+NMfM2ex501GzrDPI5jp4akU1TRSXlXBFxs+YOF130YRHcuB5ro+/qK+h85kRGcyMj4mCq3kx/E633vd0f4BJG9so6OiHStNJI2OQeuvpqSojpMnuzfzSpLE5MXjyDtQhM3S912P2JRIwmNCaKxuoaG61W6Xh6RUED8qkrDoECSVEqPRjFatpDinAqO+7/Sxs5emEhoT7JGfD2Ef2XaFwvf3MfkaQvALBCOU6IQoTmTlUlp/us8v+73b9mPuslDeVMLqxz1rsnGVXROgprO5ihefeOSsfbnVxonTNbzRXkZJh/1GX1/kVGv3htbUyDAi1YFk1XhHVpuLoVWqGBUYQsTXbTRVnNunUHbaPq+/LMsczyonaXwC1g4DtWXdNQpCIgJJnpBAa2snlWVN1Pbs+QhOCCcuMRytWoVNlmlrM1JT2UxVXTtVdb33RGj91WRMT0FX20ZVce8Lqo1vHaVdqmPtE4955OdD2Eew3dMFv4eusrsTIfgFghFMeXE5q5/q+8s+IjHMcycbN9oVSgVT0xN5rTOaLVk57OmspyLAjw6r1e58X6O0vZVSWpmRGE9hfTOdZrO7XRoSM0Ni6PhdAbKtgcGUF6ssbUStUTF50TgMRjOnC2o5cazCrl27zkC7zjCgPo0GM7nZ3X0kT04iJEhD0bFyTAYzrY16Duw45lHvf2EXdqvZSnx8vF17j0IIfjuE4BcIRjCyHx43mXiLPSf3GOvXnrO3t+hpazfQbjLTKlsoba4nv7IU46h4iox6jDbfuSDIaqghMSiYGDmQ0lbPzGxzMcKqrXTYhqYITF0WjmeXO9ijbipKuu+k+Af5M2lmGs21jdTmtDDqrjF2bd39/hf2kWtvKtGx/MYlducIPBsh+AWCEcx37rqZ3Jxcu+OePNl4qj04PJDg8MCz9j8+0mOfPQebTe6+IOgw0Ga2sEdXxUa9Z+d9748qfTtqhZJZCQkcqR5aMbKk4BDiNUH4dUmglsjXN9FsHNjK+FDICIkkrllJw5elThvDERg6TTS0VLPw2nimTLkUY4epl90T3//CPjLslbm1XHHzcrtzPA1P3TjrToTgFwi8FJvNRl1FA9Wna5BlmZikaBLS4lD5DfxjrfXX0ljeQuLEuLPHPHmy8Va7QiERGhlEaGQQ+77ez2GrDnygsKXJZiWzsZLZiYnk1TVgtFj6PwkYHRqOutxGbX4bhZyLaVcqJOZOisMYInO8qc6hd+XHhUSg+aCWyirPSrvZF4ljlcxbkcjCJfMBCDkvUZInvr+FfWTYmypbWHjFXBQKL0jwKAS/HULwCwQejs1mo6GqkarTNRSeKuSdDf/hysuvZPbCWWiDNGiiuz/GbaZWvvznF/zm1//H/9z9E9KSR+Mf4E9ETDgJY+IJj+o7Z7LGT3v2d0+ebHzBfvDgIbY2VlMTFWhn82Zkq42IEgVpk5MosrRQp9dfsO2CyEQKD9ViMdtnu7HaZAqOd29cHR0ZROy4MIq6Wqjv7O5PIUlE+QcQqtZS2aHD8I0LjNnBMQR3SNiUEjYl2JSgabTQsqcGfVUxF/bKc4iMVzH/8kQWLJ5vZ3P3+1fYR67darERFR1NSHiI3XkC70AIfoHAwygvqqAopwSTyYTKX0loTDD+wVqOnT7K6jUX/7J+5NFH7OwyVqpqK3n/vfd58803ue+2B0hLGU1wWDCxydGkTRxFu1nn0ZONr9g37fiKrEVT7GzeTHJQCDUHmzEaLOQerEKSYO7kONqDLJxsORe2FKrRMs4cysm9Awv/aWrS07RfD5LMpKRw9B1d6FoNmOROGugkzN+PGZMTqZI6KGvTER8QhOFvp2nTe+dG4jPMvUSIfWH3PPvRrCOE+0cyadYEO5vHISNW+PtACH6BwMNorW8jZlxEr2OO+DJf00dqv3azDqvZytHsox492fiC/U9//AtNd9+ML81EWqWKkAoVNYZza+eyzNlV+kkp4QSk+GOULbTntlPYWj/4QWSJqgr7jcEGg5m8zGpkZKaPjSI8x0CVm8W+1t+PxLRo/IO1mGUZlSRh0BkoK6zDau2/anFMQhCXrJxld9wT3r/CLuyvPLHezuapiBh+e4TgFwg8jNiUGBpaz+XjdvrKjRD7Trf/8pfrmPD049QbPT9+fDDMVMSSX1F7QXtVeSuUOzeLj4REVJ1M+e5Kp47TH4HBWoKTw8mvaYFvlCnQRgcxNikcNRK1ZU00N7T32cdV109CrfXrdcwT3r+DtVstNtqbOvAP0pCTl+Nx/gn70OxTJ02jQ6cnKNS3QhJHCl6w80IgGFlEJ0RiMnavVHrSl72wD91+07PPUugjYl8hSUwNj2WBMoH8IxcW+67E5uYaQGfEfkVN3xc3xi4zJ4vrOVZcR53ZTNT4WCbNH82YiQmo/JQEBmmZPG80TR1mWmrPFXPzlPfvxexv/u3vvLTuFZLCRlFf0khrXbf/YbEhZGVn88G7H/LSMy97rP/CPnC7JkDN4Z3Zdu08EtnNDw9ErPALBB6GQqGgrb6dkrpij/qyF/ah2Z996iVe7bSv3uqNzA1PpC67hUqdZ6UUPanXEa5SYLH0HzYzHGLiwzB0dtGuMxASFkBiWhSolZTXtl5Q7NshSdTUt1FT3y2MNREBGICsghqyCmrYuOUU1141AT+/eh5/ao3b378Xsh/Ye4CPN3zC3Xffxdx5c/s8/9G15/YUNZQ2YbPJRI+KQKFUuN1/YR+a3aYaWCYudyNCeuwRgl8g8EBOnTzF2uftY+7P4KmTgbDb2wPDE6E6x66NN6JEol3X5W437DBYrUydEEfJiaHVA7gYiamRhMeFUt+qp6pWR2CghpiEUKpqWmkqHf6FXJept4CyWGx8vDEPSbLxvw+uJz1lvN05rn5/N1W2svk/OXT0VA+2WM1YlB0sn/ctUmPHDqj/6NRIANoaOziRncu7n7zDS8+9zIzpM93++oR94HbZJmOz2bwjNaegF0LwCwQeyO59uz3yy17YB2/fVVhm18ZbabB1utuFC+KfEEKGVs2prPIBbZDti/TJiagC1ZitNrpMVnTtBkpbOynV9bxuSUJvMKE3mEBybhyRLCvYubuGyMgILok9lwpx16a9HD2Sy7qfvURcYDIdzXqCIs7FVDv6/Vt3upF/vraHhmqdXduq3EK+fLuQFTdOZcWtU/DTqPrt/1TJSdY80zubmKHdSGttO+EJIRwXMf8ebbeYrN4h9sUKvx1C8AsEHsid3/0+QX3kanf3l72wD95eajPatfNWSttaifRTYu4jh767qavSUVvdStSoCBIjgoYk/JtNZmqrmp3k4dDIya1n0fLRlByrZsfGExQcrQU01GQVsoVCAOJTwhk7JR6FxkRBSS6P3f8ipupA9n5yEkmCsKgAxs1OJOtYVj9hOgf5/R9+zzOPvoS/MYr9m/LZvuE4uqaLX+ht/ygHU5eF2Ek2Hlljnxr4DBf6/PgHa/EP1rJ/9wE+3/w5r732msd8foX9HHu27+XeH99jd9zj8OA4enciyfLA/yqzZ8+WDx8+7ER3BALBGWw2G5VF1ZScLMNgNFDeeJo1T3puTK+w923/WdZ+itrtV0fPJ0RW0mEzY1N6/srZjM5oyoo8SxRrlUoC8jo4fzqLjggkMTKY+vJmGmrt//5KpYLI2BBCIwLRBKixAMcLPWMT8hnCQ7SMigpB7tBz8ujwshAljQ2nxvr/7J13eBzV1Yff2apeVqveJUty793GgCmhtxAHQkIPgS+FJIAxvYMLJT0BUiAJOPQAoRsbG1xwL7Jsq9vqbSWt2vb5/pCbvKrr7brv8+wjac7ce8/uzmh+c+fcc7Zy1TWXHY+5NzZ3UryzjpK99VQWN9DS0Il0Gk8u0iarmf2dHOYtOL06AtmJuYRGhhAeG+ZSe2EfuX3T+k38+aW/8JPrbycrLQdkUEgK1Go1mhA1FruFCF04sxY4p431NpIk7ZBleeZA9tDEdHnMdb/2pktOFL7w60F99AVihl8g8FMUCgUZ+Wlk5KcBYLfbWbTgLBoON1K9v57opEgi43qfAvj6YiHs/du7jT1Div0EWcONZi3LX3iKu3/2AOaYWD6xN1FOz6DtfEV4QgiU+m58pdQrRCR6o2okJLKjoqiX+2ZBajJ00WToAlkmOT+BxNgIZAlMFhutRhPNhg5qeszU1PjXmoSocA3ZidGYmjupPFBHkVw3dKNhUF3aCuSx95MOoqUj1B0x8sXbe7CYTqwhOB2xD1C918rYvBBY0He7K+dPV3v3abUX9uHZDTVtdLX3cMvtt3DbT29zahuISEdfgr4IwS8QBAhKpZKxU/MZOzUf6H0CcKS4mu2bdvLma2+x/EmR+s7f7C3NHUyzhtDdYUQdGQVqFTZJxi7LOAAVEpeZFDz41H192l8INFQ0U9XYzsb2OtaqjNhVnpn9VysU5EbpiJNDMTdZaGnoRKtVExKmQh2iRKVV0RJhori9BQCz2u4RP4ZLXkwshu0NWK0n/KhnkJSnkkRdUwd1A+S+9xdUSomxukhK91Zx4FDD0A1c5NDuag7t9lzNgjXv7CEtO4YJC7MA186f9sYOohMiXW4v7EPbO1q6MLfamH/hbDRajVO7gEeE9DghBL9AEKAoFAqyxmaQNTaDq2++AofDQeXBKkr2lpA8PhGFQvLbi00w2Z9/7nmWP7qSKROnHN/ucMg0ljVR01jB+sceHrz/B/vvPzFbz5HmCt558n6WP7WC+Kg0SjuMbI62EmpTY+uwIcUq2NpWi+OkWJYYbQgT0IMKJKWEQyEjS2CTHNhkGavcK5SjZS3mZgvVZa00WlpppPWk0U9ZdyDJLJyXzraeWuRG3wr+g62tTJudwuFNVYwgItXvmZSuZ/83xb52wy28/oeN/Cw5nGpDpUvnl6nDRHRCpF+c38Fory6s54yL5xMeGebURhC8CMEvEAQJCoWCnPGZ5IzPZO+m/WzcsZH7HhEx/562L398JfPPmovDIdNa1465y4Jaq6Kq7XCfPOTuGD8P2PvvzexvO5EOsiAlmpC8EHa19safT1TGU7Rl6PSUI0pgKUsUbaolRRdKucH3OfiPdHWiVquwWAIjJ/hQ5KbGUrSxxNduuA2Lycabf9nMp4V/cen4j8+KY+OXm3nnw7d8fn4Hoz0uPi7oxb7Iw++MEPwCQRAyef4EEjL1KK1qv7vYBJt98oTemX2FQiI2Odrj4yeFadnfdiKEpaG2A2o7mJ6fAMlKDm10T8x3f7Qb/GNdwVh1FEWW1qF3DABCtSq6K5sZSQKNQKC6pJXrzrnr+PlxMkMd/zt27uC+x3rrkGQnjaG7o4ewyNBhtxf2we0OKThulAcluE4nt+D/KSEEAoFLJKUmcuuvb8LUaKWjpev4dl9fbILJPn3qdAw1bS63H6m9Ym8NX9b0P8NeWdxC5fpG7LbgvtIlhoVRvKvK1264jfy4SFoajL52wyPs+aaaj17ZhaXHcnzbSI9/fXos7fUdLrcXdmd7j9U/btwF3kXM8AsEQc7MxdNobWrj27Xbqeuu8vnFJljsBTnjaKs3kpyX4JXxHXYHb+4s9VjBJ6US0rNDsVllqg/7b+2AMVI4RbYWX7vhFsZn6TnwTfCE8vTH5s8PolIpuPCGaezeO3gdgIGOf5VGOah9qPbC3su3m77l2eeeY/269U62oCO45z1cQgh+gWAUEBsfwwXfP5c7b/u1316MAsmeGZ+DSq0kKj3Ca+Pv2LmDr95Ywa9vf4D93Sp2trg6KyyTlBxCcpaGyAQZIk10qtppsrZglu3EqWNofjMOU4//FddKiQjn4M7gmN2PiQyhfp/nsuX4E19/XITF1sMf33rUtZjzdB2bNmxm2YP3+sX578/2lc+sIjk0nYaDLYSEhhAeFUa0PpqY+ChuvGUct9x2i1PboEMWMfz9IQS/QDCK+O1Lz/Pl286zO/5ysfJ3+8qVq0iLyUSfoUOhkEbc3l3284CaQw1U1Rkx2ew0tbZQWVVJbFIWB5RWmpqsTn1k5oaStLCdZkcL3XYT9UA9gAM4EXFBi7WNuZel8NUb/vfYP9MeykFH4F/JtRolOoud6nb/+4w9xbefV/Dzax5j+tTpTrYhb3Z3bOeDDz9g5cpVfv3/wZf2hx58iN889nsuvepiYuNjnPYRCEQMv0Awyjjn6jOpP3AiDtwfLlaBYF/x1EpyksaQnJfgU7F/jNSCROaelUd4dAe///19nHVGPj+4dDqq84qZeEMri36oYsEFkWSNCUVSyCQvNHLEWkO3fehwnRLlAfInhA+5nzeZkZpEu93K2HlZAf20XiFBTngI1WWNvnbF62z+pJwtHx/qs224x/93l1xFbnIeHYYul9oHq33T11v49qtt7Nm1l+t/fp0Q+8eQffzyQ8QMv0AwCjn3e2fxxZvrqO5yLU/2aLTnZ449XgzIH/2bNWsW1VX1EN47S99CG+iA2ZA1V8th6/AryjqQ6ZpSxLRZcUTao8EYQkeDgppKC431Jtxex1KWUSokNCoVaqUSlVKBWqHo/V2hIDEklH0nFYuaODmVkr017vXBG8gyk1J0HNha7mtPfEbp/kYWXD4ecO347zGaaKxoJiFbP+L2dqsdY1MnPR0mFEoFVa2B8f9v5fKVjMsdj6G2DZvZjt1qx2FzYDC0csUVl3HbHbf280mPbkRIjzNC8AsEo5TzlpzNLT/4sc8vZoFid5wSSuJv/gG0Sd1O+wGYHMMX+8dw4KDe0kQ9TRAO5IAyB/KUYegVcWhNEVha1TRV2zlS3oPZNLIrrEqSmJySSFdjN9V1rUeLaNmxATb6lv46dS68yWRCqVJgt/nfOoPBmJadEDTFtVyltak3payrx39oVAhtDcZB23e197B7y142b9vI357/BzljctGF60lI06NS98qezWu2ctfN/nX+ArTVG7G020jLS2bR/DOpraklJDRkoI9TMBBC8DshBL9AMIp5+d8v8sVbXzlt90cx60u7zWpHpVb6rX8AFpOVqojm3ph8D9Jp76bT3g1KQN/70k+ViFfriHLEYNuQhNUGFtlOj9VKh9lCa1cPJntvhd5wrYaJej01lS0c3O3aLL1SoyT/slyqt9TSUds1dAM/YEpOPPs3jG6xD9BcN7hYb2/sYP/e/Tz49P0DHv8Vh8t5bNUjA9pNbWZ+ctct/ISBF6hmj8v0q/O3rriR6Mho5p49G5VKSLNgR5KkAuCNkzblAA/Lsvybk/Y5C3gfqDi66V1Zlh93dUxxVAkEoxiFQsF5R8N7UicmAv4pZn1tt1lsxwX/xq828/GnH7HikZUeHz87fQyrO9aSYolDZ4og0h5KdUUl9z90ooJyXXUT5doG1qv30O7wjfh1INNgbaHTYqZ2u/OCYQUQF6ImKjKU9qYe9lWPPNNOSnIMMVmRlGs62GE1gtWIYqbEpOgMIivtVH1d4+5AI7cxPkvPwa+DO/3mcDGbrNy37L5+j/+eDhMHyvaz7PGlrHhkFVnxObRUtaJQKVCplai0Knbt3sVbH7zFI/c+2u/5s+WL7dz6qxuH9CMpNZEx6flO2735/2XqpKlUF9aTNyGH865aPKTPguHj7yE9siwfAqYCSJKkBGqA9/rZ9WtZli9xx5hC8AsEoxyFQsF5S87mizfXUdtzxO/Etr/Y64obqagpZ9nDS3n++ed7xXZJo0fz8H/eup3d1lJ2S6VwrNDoJDjn3Vso13axv+MzDoQd7t3uB9Et8e2p1NJ/5pkek5Uek/PNwGCkJMcQnRlBpbazV+RjhJO6cMgye9oaIQYm/CiNsG3dNB00nMY7cB9x0aEk6yJQ2RyUbqsIukq6rhKXruGZ65/p9/gvPLiP9//7waDnx7IHBk7NuXHtJq685oph+5KRnkltRR2dxk7ssp3KujIefvohj/9/WbXqWdIjssnMyGLazGnD9lcwTPx44ewAnAOUybJ82JODCMEvEAiOi/5rr7zOL8W2r+0h4Vqq2w+z7JETYh8gMUdPU2UL8VlxLvXfZewhPCq0X3ttdSNfhu106gegW2Fmp9X/wkPUjREwgOAfKdnZejYlGzhV5A/E/rZmFPkSc2Zk0/5ZHd3N7i0eFhWuJC7KgF6XicWmotVootHQg8lsR0ImNSEafUQIjh4LjUdaMOyvpWPobkcdE2akD3h+vPDcC/z8579w+fwN0YSRkJzgZBuIzII0MgvSTtpyLrf8383UVtRTf6SRjrYObA4bmnA1FbWl3LPsnn7Hry6sp7uni3/9/d+sXD68J3+52bmEhoc67ScYlVwDrB7ANk+SpD1ALXC3LMv7XR1ECH6BQAD0iv7V773G52+udbL5sxj3pV2hVBAWGzriokB2m52ihkreC9vE+Y3TkSq6uOeeu08sELY7+DaquHf1agBhrHbftFpowsjFkEOW2WysI2KRhhlyMlUfHsZxGgt7w8NUnD0rDXWIkcdfeJgVK1Y4fb9Wk5XN675ly0eVFO20uzzWaCF/fIbTtm3btvH4Y49z/9L7mbdgbr/2oc7Pzz74gv+89/pp+6fWqMksSCezIL3Pdqt1PmedsZjWujYaDragClcQlx5LTWED5y9ZjEKh4KqbLqe7s4fCLQcwNBuITo4kMi68X/8NDW2k5gjB7zF8P8OvlyRp+0l/vyTL8kun7iRJkga4DLivnz52ApmyLHdKknQR8F8gz1WHhOAXCATH6Y3pP5t9ewuPx6z7q9j2F3tR8X4++vRjnny8/zAF59SZDayJ2c2B0MMgw3uqjSSHhHHzm8vYGdbAmrbXaXd0+sH1auSoQ90XRd8aaulTEGwkdFotrKeO1O/FkdugpW5LPdbu4d09aTQKFs9OJy9PR8b4RPYU7uGuuwZeQLp7324efOZ+Vjy9ku4KNZ++U+ia06MEfWpUn7+3bdvGsmXLeOLBJ5m3aJ7T/sM5P19/dTXvf/S+x3wGUKvV5I7LhnG9f3cZu9j9TSHnLTkbheJESaOwiFBmn9tbXMxut7N7016qDtbwuyf+iD4s/vh+bc3tpOYke9Tn0YqEX8TwN8uyPHMY+10I7JRlueFUgyzLxpN+/1iSpD9JkqSXZbn51H2HgxD8AoGgD93GbiH2R2h/dOUzfJS/n442JdM7c0hOS3BqPzZ3HF+17OaT8K1OISp16d3U0R1wM/qn0jPzCMq94djtp7egQK1Scsjaetr+1HR2UBPegfJcNTlRCSQ6QlDUWzAUGuhs7JvCNGFCHKqpUVwdFkvulN4wjxEfHwshLVfH6j9voavDxbuVIMfY0k1cam9xqGOf3/KHVzL/bNdm9t9Z/R4ff/4Rao3a476fTHhUOAsumjPoPkqlkhlnTGPGGb1x+g6Hgy/eXkvq+CQ62wMju5TA41zLAOE8kiQlAQ2yLMuSJM2mN/9Bi6sDCcEvEAj60FzfK7T8RUwHgt2REQHABsdeNoTt5Yz2yUgNVso6yrnxzXvZEFbJO7ZdyP6aRmaEhCtDceCgx943v39LWBNTFmayc/3Iq8iGh2nJLNDTEeWg0NZCt+y+ux+7LFPSbqAEemsKzIHUiHjSlBGE9EBdqJmt7QYwdtHT1ckDpkR279vt0vFRMD+bn6fH8O7Lmyje69JEXFBzYGc92ZNTjn9+K55ZyZTJU5z2G87597+3P+K/H78bMGksFQoF0xdOZcfXu1Eog+Sfgb/i+xn+IZEkKQw4D/jJSdtuB5Bl+S/A1cAdkiTZ6F0cdY18Gqv/A+MsEQgEXsNoMLKz2H/EdCDYy49Uw0kTjF/b9x7PUQ81AT9zf4yMsCQuTz2LsxJmolGoaDAZqOiqoaKzhoquWsq7aqibcICI7Sl0djkX+woP09DV3f/Md0ZeHF+G1g1rga47qOnsoObYstqTXNpl7+DzL7ayYlX/qSNh6OOjvL6U7TX/IwrnWevRzvoP9xOTZWLZw72pZdNiMgmL7BvLPpzz7/MP1vDWh2/2CacJBOJT9Fzw/XN97UbQIwVAVixZlruBuFO2/eWk3/8A/MFd4wnBLxAI+lB1uMqvxHQg2HMy0ri6YRFvqzc47R8MzNJN4PLUM5kaU4AknZiZTA7VkxyqZ76+d4a2q9vMh+v2sFqzw0nwp6bGUpljRqeIIKVZS3FRHSdfk2U/SCt6jFclI089PLw1GQPZV616lk3/rqW2qt0bLgcMDruDtZ9v5JknVpAWk0lcemwf+3A+368/38hr7/wr4MS+QOBLhOAXCAR9+PKrNX4lpgPFPj0un7L6anaFlTu1C0S0Cg3nJc3h0pRFpIUlDrm/0WTiwr+/itouETJFS5wchlZSopYlVLKCPY4WOuwWmu0miqMh64xo0ohA5ZBQOCR61Havze4PhVmt5H1ZZuzhFuIzT0zAjfT4UDQX8ebL27zpekAgN2QSZosnPDYMTciJR2PHPr8n738GdaeO+vJmknL0fezbN+zk76v/6gu3BYFC4OXh9wpC8AsEgj5MnjCVWbOci8H4s9j2B/vOXTv4z5N/YNLfL8MiBX4Mz+9nLCU1dPg5zQ09L9X+CwAAIABJREFUPdSbh78QsdLWQeXJmer9ROwfo8TRzQMH9/GQaSzpBUkuHR+zLh5Pypg4ynbXsfbDIro6/exN+ghjSw+v/34jKo2SxVdMYuy0JCqqStn8zQ6umnU3H/6lFCgFYOLsTGYsysLoqKO4sJQ//uP3vnVeEBD4QZYev0MIfoFA0IfkJOdUcb4W04Fgf/CBB7n1b0vZLpU52QORbtvIClcZzc4x+wBTkpJo7u6mxmjs1z4UkxQRlNg6MCn6LnKcr4pGp1ATLimRu7qoKjlASH4B2xQmOiX3xAc1YOGeyn38tKqMBx53LaY/tSCRWuMRNjW8wrI7HqK5QmbrhvI+oVGjFZvFzudv7ubzN49tiQb6Zmcq3HqYwq2HSUiL5tWvVnjbRYEgaBCCXyAQ9EGp6itE/EFM+7v9ySee5Jp/3sl2TXCIfYBmcxt5kc5FkgZCo1Qi0fdJ+th4Pau/vwStSkWN0ci3VdVsra7i2+pqjrQNI7ZdljnPLlP6j1c498afskbZDbLMwzFjmDE3Fzj6/RxdANpb1MyBobYNQ0snjd0mCtsa2Wo3YtC6cLmTZa63hvPAaSzg7c+emR/H23/b7rSvYGDamrqQZVncKAmGh5jhd0IIfoFA0Ad1qHNMrT+LbV/b77//fi5dfTsHFdVO9kCmyTyyPPhj4+N54OyzeHLdV0DvDcALF12E9mjKxNSoKK6aMJ6rJowH4N+7d/PIl85VnU/mIkcEDy0/IbbP3laJA5nJs7KB/r8fpUpBfIaO+Awdxm3bWL2it2jWmLR8LGYbCoWEUqlAoVRQdHA/T696imV33Y9Fo+Olrip6jikFWeYOawRPu1nsA8QlRY7osxVA3qR07DbH8RohAsFgiJAeZ4YU/JIk3QbcBpCRMfzZHoFAEJiERoUA/iGmA8W+T9sMVpfrofglzea2Ebe5afp06owd/G3HDpYtWkS+Xj/gvvqwsME7k2W2vvmPPp//xFlZx83u+P6WPXxvH/vMpjR2Hqrh5Y4jXG8P5ykPiH2AGCH4+yUxLRZjazc9RzM8KZQKFl00mStuWkTB5HQfeycQBDZDCn5Zll8CXgKYOXOmuGcSCIIYi9lCeEyYX4npQLCr6oo5pK1y2i+QyYlIc6ndsjMXkRIVyfXTpg66X4RGO6g932jh6jtu8+r3GxUfwVnxBajXt/Daf15j+eMryU7MxWq2ota678lXeW0J2lAw9wz6EYw6brz7IuafN5F935ZRVlTD2ZdNJz4lxtduCQIRoVadEElsBQLBcQwNbX4npgPBnioPPJMdiOg0USzQO1c/HQ4KSeLG6dOHjLXO08eRFBExoL04WkuLOQKHve8CXG98v/c9tIybbr6R+WfNxWq2uVXsb9u2jbvvuZvzr89l4fn5DFQ4M6sgBrV2dIWvTJiehUarYsaiApbcvliIfYFryL0hPb58+SMihl8gEBynuqLa78R0INgTUnQUdKRzyBocs/xnxs9ArfDs5SExIoI3rvk+N7zzDpWt/YcPvdhTjfkbB5fOH4dKrfT699vWYCQh2/U8/MOxzzonh+1ry9jwaTGSJCHLDs5bMoZzlsyny9DFvq8r+e+/dgb9YtWElBgh8AUCDyIEv0AgOM6mTZv8TkwHij29LJJDQbLMaX3TDq7J/A4RqiHi7E+TtOho3rjmGm5+5132Nzb2u88rplpMGx1ka7pZumypV79fc7eFmMQoj/UPkFKQyGUFicRkO9i56SDT5o7lzIsWAqBUK2lr7gp6sQ8wfkaWr10QBBN+OsvuS0RIj0AgOE5qUppfiulAsL+y8i9O211FJfk2lMNgMfKP8g+8MpY+LIzXlnyPOWkDrxn4j7meNUWHWfnMKq99v5YeC9owjcf6P9X+4NP3s+DSKcfFvs1q543fbGT9p8UDfi7BxPjpWb52QRAkSIiQnv4Qgl8gEBwnKjzaaZs/iOlAsP/yV3cyVp3pZB8OGoWaWboJ/N+Y7/GP2Y+yet4z/HTMErLDU13qzx18Wr+JfW0lXhnL7nBw7phcBpvH3pYeS63N+YmDp75fTaiGkAgtG7/c7JPjS6VWcunNM4hL8uxTFn9hwsxsX7sgEAQ1IqRHIBAcx+6w9/nbX8R0oNinmm00tRloUXRQE25gl72ENqnTqd0xJCR+mHURV6SeTYhS08d2UcpCLkxewKGOSj6p28SGpp1YHNYB+/IEvyv+D3+YcS/aU3xzN5urqlj19TdDPoV/1VTHuB1RjJvRe2Pl6e93X9Fe7nvsXpY/vNInx1d5TQmhM9UoPlPgsLqnerCnkIGYXB3KEBWG/f2HZw1EWEQImflJnnFMMDoZYDH8aEYIfoFAcBzppGd+/iamA8Gu1qpISU8ghQRM2wx8ctdfuOuVx9kU4xyWEa4MZem4G5ipG+9kO4YkSYyNymZsVDa35lzJ2satfFy7keqehgHbuJNaUxN/Kn2Ln+ReRZgq1GPjXJifjz4sjJ+8/z7tJvOg+65qLuO5+hhKq4q9+v02VDQTnRBJSLjWI/2fyqYNm/miuJ7CyAgW3JBFzV/3DPq5eBMZiM2PI3KsHkdiKG0aO1VdnRw29353U8+egnpzE007aofV37hpGSiVIuBA4D78NazGlwjBLxAIAKgpryMmxbMLFEejfbu+Dmx97RlhSTw44VZSQxOc2g5EpDqMy1PP4rKUM6nqrqfIWEFRezn7jWXUmzxX9GtNw7dsNRRybcYFXJg8H7VCPXQjF5iVlsZb11zLze++S7XROOB+Ldh4ducuKv75sle/38RsPU2VLYSEa71y/Hy94xCFKb0hXZu7m5m9IJ36jd7PAiUDurF6IsbqsSdoaVM7ONLVwWGzBeiAzg6nNrtbmiAfps4bnvAXC3YFAs8jBL9AIKDdYKT0UClx6bF+JZYD3T4mM5+3bbv62OfFTebXBT8kTBXi1HY4SJJERngyGeHJXJA8H4Cyzmp+sXOlS/0NB6O1ixfL3uG/1ev4YdbFnJUwA4Xk/hnZ3Dgd7/zgWm5977/saxj4KUah0kLMDTeh0yY72Tz1/Zo6zejSYrx2/Nx/93K293QB4JBlKseHEr0/lLCkcCIK4nAk9B4/iroejEXNtJUbBl0D4QrJizIxTIpkl8EAGMFZ2w/KMeE/Zd4UtFuaaNzev/AfP0PE7wvciIzI0tMPQvALBCchyzIGSy2RKh0apedCGPwJq8XK1q+2k5yf4FdiORjsh6oOg6o3fCcrPJk5cZO4Mu1st4vl3Ig0MsOSOdxd59Z+T6XBbOC5Q//i3eq13Jh9KTNix7k9ZaQ+PJzXv7+EO//3EWvLywfcr03h4K6a/dzfZWL2vDGAZ7/ftgYjVYZKrx0/KdEZsGvvcVt9ZydNF+mwyzJ9ZtYjgTkhRJ+ZTUZ4JNEmCam2m47SVmxdFqxdVmw9Fmxm+7BvCJLmp2OcFsNmQwsYDMNsNTB7WpogD8bMnoBeVqNpt2Gt6qB1fyOWdjNjpwRJPluB3yD595IXnyAEv0BAr9Cv7NrDhsbXqO45AECESkecJhWdNhWdJgWdJhWdNoVYdRJKD4U1eBuHw8GX764nbWKS34nlQLe3VLeRnpTCK+MeQ6+N8Xgu9Xn6yRw+4lnBf4yKrhoeKfwLk6LHcFP25RREuZadaCDC1Gr+fPllPL52Ha/tGTh2XVZIPGUs50fre0iROln24L0e+37LKkq573HP9X+q3WaxodujwuA4EQ9mH2QhYrvJzL5j6x+igRka4MRiawnQqlVolUo0SiVapRK1QolaklBJClRIqJAw4WCLoQUM7g8TK21tpfTYH2mgSNdx3zlnEBLm2UXhAoEApIHKevfHzJkz5e3bt3vQHYHA+xzpKmR947850l04rP0lFESrE47fCIQpo5BxHH2CKHPsnJKR4dh2WT76d+/2SJWOOG068doMotR6JA+ERwyHNW99RdI4vd+J5UC2T508jeayVs64dD4hoVqnfT1FaUcVd+5a5bXxTua7aedwc87lbu9XlmVe3r6dFRu+HnJfndnG96Uozr1gHip13zoGrn6/NqudtgYjxYeKeXTFQzz11FNePb7qy5pYtecgR6ymId9/oBEVomXV9y5kUb4I5xGMDEmSdsiyPHMge4QuXZ587i+96ZITm9+6e1AffYGY4ReMWqq7D7Ch8TUqunaPqJ2MgzZrPW3WesrZcdp+qCUtcdo09Np04rTp6I++YjXJKCUVdtmG2d6Fyd6FydGJyd519O9OHDhQSEqUkgqlpEKBEqWkPr7txE8VSkmJAtXxfQvXlQmx72Z7WlQGcZF6pi2Z6rSfp8mNSCNBq6PRfPohGCPl3eq1LNBPdftMvyRJ3DZrFmdmZfFxcTGflZRS0tL/zLNBq+LPdLN1w1ZuSssmvaA3zaMr36/NYqPpsIHIuHCKDx1ixe+We13sAyTlxnPl4RI+OmKiNNS1NR/+SF5CHL//wWVkxsX42hVBkCKy9DgjBL9g1FHbU8yGxtco6zx9se4OrLKZelMZ9aayPtsVKFEq1FgdnpndS0odj33DGJY9uMwvxLKn7M88/QzPPLCKzOhcFD1qlColhoZWujq6qKyq4O9v/JVnHlvOjBnOkzHDHX/5kyvITxzHvAtmo1D45mmNJEnM00/i/Zr1Xh9bRuaPpW/wwrS7UXrgaVVBfDwF8fH8asECyloMfFpSwmclJexvdM73vsPWQUllIcsVCmrbDo/4+Gmra8chyyTn9a5pWfbYUpY/uYLM+JxhtXe3/f5Hl/HMkyvY16XhS6P3b+bczQUT8njyyvMJ14owHoHAm4iQHsGoob6nnA1Nr1HS8a2vXfEfjiQQXzGX+YvmO5n8Qay7MjPbUtWKrceBXbKTlpvM5JmThvVRmLpN1B1upKWuBWNbBxWHy/nXO//k2iXXMGfhbFSavvMjx8Zf+eBzfPf6K4nV+362cl9bCcv2/t5n498x5mouSVnktfGOtLXxWUkpn5YUs7uuvo8tyaHE+Mrf+PXdvxr28VNf0khcRixqrdo5pt5qp+WIgcTc+AHbH8NQ28bBooO8/b83ufa6a91yfFt6LLz39UHebvVODQZPMDcnnb/f+F2Pr2cRBDdDhvTEpstTzrnTmy45semde0RIj0DgbRpNlXzd9DoHjZt87Yr/kdEIGfsxNk0kSh91fLM/ivn+7MsfX05yeDqNhwwkpicwdlIeIdNdi5sPCQshe1wG2eOOZQxZxC2/uhEAm81GU3UzjdXNtLUYqTxcxtsfvstHb37KvHNnuzSeJxgfnUOUOhyjtcsn4/+z4iPm66ei00QNvbMbyIiJ4cezZvLjWTP5urKSh7/8kiNt7QDUK+zk3fRj8jPHOrXr7/hqPmIgKS9hQLtKrSQxN562BiNF+4pY/d/X+j0+LSYrxRUHWfb4UlY+s4qMuCzsNgdKlWLQ8Yfyr9PQTaU5sGP57zx3gRD7Aq8gQnqcEYJfELQ4ZDsf1vyGwvavEEl5B6aJMvbGv05O1cXExsRTeGCfX4j5wezLli1jx+adZBdkufamR4hKpSI5K4nkrN648DOZzw2/+JFXxh4JSknJHN1EvmjwzVOsLnsPfy//L3ePvd7rY5+RlcUn11/Pn7du5cWt27A6HJRIVv60t4jbxuYTlxYLDHx8Wc22Qe3HKDlyiGWPL+W5554jU5+DobYNXcqJpzvbN+5k2WNL+7TvMZowNneQmBPv0vF/uKiOVQeKabBZ3PeBeZlF+dlMTXeumyAQCLyDEPyCoEUhKcmOmEph+zpfu+L3tFBJS/ofkR0SRCWx6uUHSQlLpKejh9DIE/UI/EHs33XXXTz94DNeE/uBxjmJs1nbuA277JtE1Osat/OdpHlMisnz+tghajW/WrCAy8aO46E1a/i2upot9na+3beV75UmkdrdycPL7+v3+FJrVS4dnw6HTH1pE+G6MA6WFfGnv/3BqX1oVAhKjZJN67Zw78P38Pzzzw+7/71bynnmcDm2AJ+0+Pniub52QTCaCOzTxSMIwS8IaibHnIPZ3s3n9S/62pWAQFLIMLaOeuqoZy3IEilMRNeWT/3+Hp5+asWIY+qPxb6782YgOTTdze88eJgUk8fjE+/g6QN/p8vW4xMf/lT6Fr+bvhS1wjeXmNw4Ha8t+R4fHSrm37t3s62mhjfNDaCEs+57Ao0ch6nTTEhEb/iXuctMWW0p9yy9e8THp0IhoQnTsG9nIb9/+bcDrhnYs283yx5ZyoqnVpKpH94C4JriBp6oLIUAD4M5Z2wuE1OTfO2GYJQgIUJ6+kMIfkHQMyvuUsyOLtY3/tvXrgQekkwt+6iN3QcL4baPJ+HgAKXtMiEdCcRExBMRE+4kVgwNrdTqNlOn3Ut262Ia9li576H+Z1Zh5DcDzaVt3nj3AcvU2AKem/prHit8kTpTs9fHP9Jdz/OH/s3P864hTOWbdJKSJHHJ2AIuGVtAWYuBN/bt472iIvb09LCntZTYjZXcEJ7CpKxEiosPsezRpS4dn11t3RwsLWLZCIpy2Sw2Gsqb0WfoUKoUA/b/WXltwIt9gJ8tnudrFwSCUY/I0iMYFciyzJr6v7LV8L6vXQkuZIjtyeXg+x1MSJ/B+LwptCrLKYr7L3bpRLyx7JBJaJ9CeucckuIzUGtPVCp2ZeZf6lYxYbbzYkxBX9qtnTy1/2/sN5YNvbMHSA7Rs3TcDeRHujc/v6uYbTbWlJXxxt59bDxypHejLJP1v8/44Q1DZ9OZNmUaLdWt6DPiUKoUmHssbN+8g/seda0Cb6ehi8JD+1h6r/PNRuX+Wu4p3O/eD8AHfGdCHr+55hJfuyEIIobK0hMZkyZPPcu3WXq+eX+pyNIjEPgCSZLIipgqBL+7kaA1rIzEa6GZT9jAJ/3vppBoit1LU+xeIogj03A2OnMOZVVlIxb7dpudvPG5Hn1bwUK0OoKnJv8fvy95gy8btnp9/DpTM3fvfoEfZV3Md9POQeGjitLH0KpUXFxQwMUFBVS1t/PmvkKK3vmchcMQ+7NmzaK+rJmk3HjqShpRKBRUNJTywcfvu/zkat+ufdz7WP9PFmLjIxmj0lAawAt1Adq6TciyLLLzCLyKCOlxRgh+wajBZO/wtQsCoJMW9uveBhlstaksX/4kUydPA3oXQHa3d9HT001x+UG+XL+GVS89RGRGN7vt79GhqsOobmBy+Fs+fheBg1qh5lf515EWmsCrlf/z+vh22cErFR+yu7WYuwp+iE4b7XUf+iM9Opq7Fi7ANGMG29bspKWqlbj02OP2U8V6XUkjyUfTdh4ryrV02VJWrlhJdqLzDehQYn/j2k0888LTA98MFO5D6miH0FAnWyDxbUUV6w6Ws3icuEkXCHyJEPyCUUPPIII/RBGOyeGb3OWjFglUM2poooYNfIuWKNoUNdh1R2c0U2HKGVDPl9Sf0rTb3kG4yj+EYyAgSRJLMs4nJyKNFw69RpvV+ze/u9sO8dOdy/lV/nXMjpvo9fEHIiQ0hDMunY/dbmfX+r20d7ZzpKViQLEPzmK+q7Wb+rIm4jN1KFXKYYWpvfzqSzyw7EGyEnKpL2nsk1Sk4kgZWw4doSQuzgufgOdZ+dkGFuZloVEpfe2KYLQgZvid8O3zVYHAi/TYO/v8Ha6MZnZULjfplNweU45WEdgzaYFMJy20UNEn7n8wumytHvYoOJmpG88fZyxjlm6CT8Y3Wrt4bP9LvFj6DhaH1Sc+DIRSqWTm4mnMPXsWf/r9n08sED+pui70P3MfHhtGUm48PUYzG9du6lfsdxt7aChrYvOXW3j7jbe57ZafMG/hXOIzdSTlJZB89FXddphlj93LmbNyeTQnD71K7eRroHG4pY3VW/f42g3BKEKSffvyR8QMv2DUcCykR6sI47zoaCZIG1CcdGbOikzmm/ZyX7knGAFdNpGlx1ViNJE8MuE2Pqr7mr+Vv+8T4f1B7Xr2tZeydNwNZIT5V7rG8Mhw3n/vfcpLK4De9ScKRW/8+VAz9wfK9vPhJx/y3HPPMWXiVBormrHbHGjDNehSYth/qHDAmP2B+l+RpWfN7gpWG059zuUfhGnULBiTyeKxuYxPSaDa0E55s4GK5lbKmwxUNBto7zHzp3VbuGzqOGLDxMSKQOALhOAXjBp67B1khGZySWgh0dJuJ/ss5TdsV+SJ0J4AoFPM8J8WkiRxScoiJkXnsergq1R01Xrdh4quGn65cxU/zr2KWbrxOGQZGfn4T1mWcSATrY4gSh3uVd9SMpMxdZppbmsiOjEKm9XOrt07h7XAfPkjq3oX+JY0kZQ3+JOB/tqfao+Kj+Cq8yYR8YGRl3u6PfOGR4g+Ioyzx+aweGwu83Iy0KpPSIn8RD2LORGvL8syhq4eKpoNGHvMQvALPI8MOPx0mv0kJEmqBDoAO2A7NauP1LvS/bfARUA3cKMsyztdHU8IfsGoYWqonXTlFwOmtQ6ROpkTmcD69op+7YnaFM4I78EhqzChwSyrMDuUdMsKdnaUetBzwckoJBWhyghfuxEUZIYn88K0u3i14n+8V+P9itRmh5U/lLwx6D4x6kgem3g7YyK9W2wtZ0IWiR0J7Fq/h8Lifdz/5LJhifXsxFw6WjrRRmj6tbtah+KV1/8IV97k3jc5AnLjdSwem8vicblMTk06/tRjKCRJIi4ijLiIMA97KBCchP/r/WOcLcvyQMVSLgTyjr7mAH8++tMlhOAXjBoyVEYYInphpuprpJgzkGSZ3np9MhKgluxMVmxAJVl7Nx/j6Bo0c8SF7O/0Ta7z0YRem87lqXeTFCoyfrgLtULNrblXMkM3jucP/RuDxehrl/rQZu1g2d7f8dD4HzMlNt+rY4dHhrHwknmkl6cA8rDEel1pE/qMiAHtQ7UfyL7i6ZU8X+ObTGMLMjK4eFIBl80ej1Ihlv4JBF7icuCfcm/BrC2SJMVIkpQsy3KdK50JwS8YNUjK9CFv+jV0M0/52Yj7PlOzh4NSLHbZvxYiBhMzdZewOPEm1Aqtr10JSqbFjuUPM5bxSsUHfFH/LbIfTZFlhCURHxI79I4eIjMnkykTpjtt70+sqzTKQe1DtR/MHv3WWtoddje+s+Fhs9p5dPUX/GvdTu68dCGLJmSLvPoCv8YPFs7qJUk6uVLtS7Isv3TKPjLwuSRJMvBiP/ZUoOqkv6uPbhOCXyAYFGWGx7qOlmqZHTmFzT6qaBrMhKtiuTTll+RGzvC1K0FPtDqCO/N/wEXJC3mp7F2KjL5fxH5V2mJuyLoUlcK3KR07uzuI5ET8eX9ivb2xg/gM3YD2k3HFnhsSxs7ukc3yh6pUjNfHIwO76+twjKh1X8rqW/jFy+8zIzeV39x6GVFhIafRm0DgQWSfK/7mYVTaXSDLcq0kSQnAF5IkHZRlecNJ9v7uql1+Y+LZnGD0ELIYFIke636u6mtClZEe6380kh85l9ty/yDEvpfJi8xg5ZQ7WTr2BvSaGJ/68nn9Fv5e8T5V3Q0+8+HQrtJB8/Afw2a2Dmofqv1Q9nTN8AS2RqlgWlIS03VJKI0y+4rrKCyuI0MVxYyk5BFf+E9VHV1mK5Gh4kmbQHA6yLJce/RnI/AeMPuUXaqBkxcvpQEuZ1gQM/yCUYMkhULkr5Dbl3mkfxuh6NQx1IiKvqeNWhHC+Um3MSXmPBE64CMkSeLMhBnMiZvEO1VreLv6S5+k8Oy0dfN+zVe8X/MVE6NzuTB5AQv0U1ArvJef/nDxEVIm9Ar+wcR6XLqOTes3s+yhe90u9k2dZmK1IWRER2O12zHb7ZhtNkw2K3YZ1AqJcfoENA4FJdVN7G91TuNZazBSazCSFhtJfEIku+trsQ8xX6hRKpBPeSzwk+/MEeelwK/xg5CeQZEkKRxQyLLccfT384HHT9ntA+BnkiT9h97Fuu2uxu+DEPyC0UbIFdD1KtgOuK1Lu6xim30xGzsasDiqhm4gGBAFStLDxnNx6i+I1ST72h0BEKLUcF3WRZyXNJf3qtfRaDbQZumgzdpBm6UDk2N4xdLcQWF7GYXtZbyoDufcxDlckDyf1NCEoRueJo6jgTDDEesffvShW8W+xWTlnTVF/K+2gf5SjCkBjUKBJMHBtuE9Balv7aC+tYPU2EgSEiKx2O1olUqUsoTdLmOx2ujssdDe2YPRaGZXa83xtgWp8Zw9SSyaF/gxMoGQpScReO/ojbMKeF2W5U8lSbodQJblvwAf05uSs5TetJynlaZLCH7BqEKSFBB2LbLxYbf0V+aYxZpOLQZrpVv6Gy0oJBVxmlT02gz02nTitRnotRnoNMkovThz689YHFberlpDWWc194+/GaXk2xj2hBAdPxnzXaftJruZdmsnB42V/Lb4dcxeeApgtHbxbvVa3q1ey5SYfC5OXsicuEkei/NXaZXDFuvLH1vhkthf/9k3fPL5pzx6z9PoNMlUFtaiVCnYUtbI/+oa+xX7x7A7XIvMPyb8R8Jt54vZfYHgdJFluRyY0s/2v5z0uwz81F1jCsEvGH0oot3W1UdG6LI3uq2/YESvTScxJAe9Nv24wI/VJKOUxL+fgdjTWswfS9+kpqf32Hqp7D3uGHO1j73qnxCllhCllsSQOOK1sTxa+CJd9h6vjb+nrZg9bcXoNFFckDSf7yTPR69177qDsupS7nt4+GE6dSWNxKXFoglV92s/mfbGDj7bsI//tnQhjT2Tv9X3QL37nkC6kzHJcSyePMbXbggEgyLB0dTagpMRV1zB6ENyX9VOx2nlvAh+FCi5Kft5NEpRXfNUthn202gyEKOJIlYdSawmEqWk5J+V/2Nd4/Y++/6vdgNpoQlcmrrIR94Oj/HROSyf8gse2vcn2qzeXctisBh5/cin/OfI58zVT+Ki5IVMjck/7dloi9nC/Y8Mr+jWMXtyXgIdhi4MNW1UtVY62Y3NnXS0dFHTYORvxZV0yiB5Kb99cmwkEzOTiIsMp6y+heKaJtq7TUO2iwzV8qvLzhh2wS3Hh4KLAAAZZUlEQVSBwKeIS7MTQvALRh+S+6q0OmTv58QOJFLDxgqxPwAO2cGfSt8a9v4vlb1DcqiembrxHvTq9MmJSGXV1F/y4N4/0mA2eH18Bw42Ne9hU/MeMsOSuS33KqbGFrjc366te3j22WdHHKYTqQvnYFkRb/3nbe755XKqmkLY+PZWiowddNm9o0bCtRomZCQyKTOJSVnJTMxIJD667/8/WZZpbO+ipLaJI81t9JitdJutdJstvT8tViakJ3L1gklEhIjMPILAQMzwOyMEv2D0IXe7rSsh+AcnO3yqr13wW2bqxhOniabF0j6s/R3ILD/wD56d+iuywlM87N3pkRIazx9n3seetmJ2GIrYbjhAow/E/+HuOh7Y90fOjJ/BrTlXoNOOPJzPYRlehd2B7M88vpw/lXQBXa68hWGjkCTyUvRMzEzqFfiZSWQn6oasjCtJEokxESTGuG8iRCAQ+B9C8AtGHbLpE7f1JUJ6BiY5NI/puot87YbfopSUnJ80j9VHPh12mx67mccLX+L5aXcRo/Hvmg+hSi1z4yYxN24SsixT3dPIDkMRm5r3st/LBerWN+1gm2E/P8q6mItTFo5oAXROQTZNp2S/GUm2ncz4HCjZedrvYSg0KiU3nzuLC6a7/jRDIAgKAiNLj9cRhbcEowpZtoDpc7f1J2b4+ycnYjo/zHyacJX7FkgHI+cnzUXRbzHFgWkwG3ii6GUcpyZH92MkSSI9LJEr0s7mmSk/Iz8y0+s+dNtNvFj2Dr/c+SwHjRXDbhefEkdX24mngsMV+yuXryTMEc+rW0vc4v9QmKw27n31Y3734TcuZ+0RCIIDubfSri9ffogQ/ILRhfkbkIcXQjEUsgyymOF3YlL02SzJeFjE7g+DhBAdM1yIya/orEUa4Y2Cv6CUlPy64Ido3Jh+9YasS/hu2jlMjSkgSjX4ovzyrhru2v0CvytejdE6dJiNQqHA2NgJDF/sP3Hf07xVZubpvSXsbj/9xcsXTC/g3u+eNax9/7ZmG3e+/AEdPebTHlcgEAQPIqRHMKqQTR+5ra8aJgLeKzoUCMyNu4rFiTf21jsQDIvciDS2GfaPqE2cNjqgc6GnhyVyY/alvFT27mn3dV7iXJZknH/8b1mWabG0Ud5ZQ1lnNeVdNRQbD9NsaevT7rP6zewwHODFWQ8Qohx8MarD4hhRGI+9O4Z6U+VpvzeAqdnJPP6D89GqVWhUSp5448sh23xdVMEPn1/Nb2+9jKxEnVv8EAgCCX+vtOsLxFVZMGqQ5R4wD32xHA4V8gxWt7qlq6Dh3MRbOSfpZiH2R4grM91xmsAPlbo0ZRHTYk4v3lynieLW3Cv6bJMkCb02ltlxE7k28wIeGH8Lf539MN9JmufUvtnSxrvVa4ccZ8yUXP7x8ivDTs1Z1em+OgTnTslHq+6dm7t6/mQeu/b8wWpwHaeysZXrnl/N1/uHH74kEAQNIqTHCXFlFoweLLvdlqFnvyURmyxm949xTuLNzNFfMfSOAic0ipE/aI1zc2EpX6CQFDwx6f/43fR7uC7zQvIjM0bcx/+NWUKEKmzI/dQKFT/Pu4Zbc65wCoUKHWJ2HyB3XDZffbOOsSkTMTZ39rGdKva723vY2tI2QE8j58NtRX3+vmLuBJ764QUohqH61Uol6wrL6DaL/1UCwWhHhPQIRg+2Yrd11e0Qi3WPEa6KYabuEl+7EbCM1hl+6J2Nz41IJzcinR9kXsgOwwEeLvzzsNqeET+NefrJIxrryrTFpITGs+rgP+mxm4nTRHNR8sJhtVcoFMz7ziy6jF188/EWkgr07Ny9s4/YN3Wa+efaImrN7oufP1TTxMHqRsamJRzfdvHMcaiVSp55ex3y0XQkx25kwkPUnDE+m3Om5DEtJ2XItJwCQdAhgySW1zkxpOCXJOk24DaAjIyRz8AIBP6CbDvktr667GLG7BizdVegUmh87UbA4org1wfBDH9/zNCNY6F+Kt807x50v0hVGLfnXu3SGHPiJrFqyi95bP9LfD/jfLTKkR274VHhfOeac9j0xbd9xL6528LqL4v4utn99QY+3FrUR/ADnD8tn/On5bt9LIEgKPDTsBpfMuStvyzLL8myPFOW5Znx8fHe8Ekg8AzWg27rqtvuvhjdQEarCGeGyLV/Wrg0wx+kgh/gx7lXDRlmMy12LGGqEJfHyI5I5YVpd3Fe4lyX+xgzMfu42LeabbzzZRFrGptd7m8wPtpxEKtdPFUUCASuI571CYIeWZZxdKwCW6HLfVjkUKrlieywn8Mn5ovotLkntWegM0N3MVrl0DHUgoEZzSE9/aHXxvCDzAsH3WdD005+vPUJPqndiNVhc2mcWE0UKsXwC3CdSkJyAslh6Zi7zLz/ZREf1Te53NdQtHb2sL6w3GP9CwRBh+zjlx8iBL8gqJFlG7Lxfuh6+TT6gDe65/Mvg4XP26rY3VmKAzHbppK0zI67zNduBDyuhfQEr+AHuCzlTDLDkgfdp9nSxh9K3+An257ki/ot2H1QBO+C75+LPULHezUNQ+98mjy6+gt2ldd4fByBIBiQZNmnL39ECH5B0CLLPchtP4Oed06rH0mCi8LKUUruKxQUDEyNPZ9wVfCGlniLkWbpUSARq4nykDf+gUqh5M78HwyrCnGD2cBvil/n9u1Ps65hG3YvVyCenJeOSun5S2lHj5nb//QuGw9UenwsgUAQfAjBLwhaZOPjYB46x/ZwiJMqODMq1S19BQMKlMyNu9LXbgQFmhEueI7VRKGUXA9FCRQKojK5Ov3cYe9f29PEs4f+RX2PZ+LoByJEo2JSZpJXxjJZbfzi5fdZs7vEK+MJBAGLyMPvhBD8guDF6r6sPACzlF+QGpLu1j4DFaULYSiC/hlqhj9Rq+uziDUuyMN5TuYHmRcMGdpzMlHqcFJCvZ9c4sEl5xAZOnQ+f3dgszu455WP+O+WkVVnFghGDTLg8PHLDxGCXxC82N0b76qQZC4OK0MlQnuwOkx8VPs7ZC+HTwQjOm00KSH9i9TrMi/kr7Mf5q35K/n33CdZNeWX3JR9uZc99B1qhZpfF/wQxTAvVeOispGGU4bWzYxJ1vO7H1+OVu2dJy8OWeabAxVYbK4tWBYIBKMPIfgFQYns6Aa51e39xkmVLIxKc3u/gUhF1252GD72tRsBT7Q6gt/NWMoFSfOPbwtRaHhg/C38IPNCFJICSeqN2x8fncPkmDwfeut9xkSm8/2M84e177iobA97MzDTc1NZfv1Fw6qAezqMSY7jpZ9+l2dvugSNStTOFAhORcK3C3bFol2BwJs4aj3WdY8c/PHTw+XLhn9gMIvMIadLqFLLz/Ov4aEJPyY/MpPnpv2a+fopvnbLbzg3cc6wZvnHR+V4wZuBWTx5DPddfbbH+k+MieDvP1/CnHxRBFMgGBQRw++EmB4QBCduDuc5hlUOYU9nnUf6DkRsspkPal7g+uwVKEbBQlJPMzduEnPjJvnaDb+i0WTggX1/wHFKYKwCiSvTFpMWlkBKSDwpofF+kb1oycIpNBu7ePGzb93ed0NbJzf+9g1+d9vlpOtFhiyBQDB8xAy/IDhxdHik2yJ5HiZHl0f6DlRqeg5S3rnT124IghCz3cKyvb+n3tTiZLs0dRE351zO+UnzmBgzBp022ifx+/1xx4XzuHzOBI/0Xd5g4LrnVrO1pMoj/QsEQYGY4XdCCH5BcBLyHVDlu7VLWYYd3f55IvsKlaTl0tRfMSZylq9dEQQhm1v20dCP2I/TRPPDzIt94NHwkCSJh5acw8wxnlnv095t4o4/vcub3+zxSP8CQUAjsvT0ixD8gqBEktRIUU/AMAr3DJcaJtFg9tzagEBDp0nhppznmBxzjq9dEQQpX9Rv6Xf77WOuJkwV4mVvRoZapeT5my8lI94zoTc2h4On3lrL02+txWwV2XoEAsHgCMEvCFokzTQI+4Hb+ttpEdl5jlEQOY+bcl4gISTL164IgpRGk4E9bcVO22frJjIvbrIPPBo50eEh/OG2K4gK81yO/je+2cOVz7zKun1lyH4aSiAQeBuRpccZIfgFQY0UcQ9S9G8g/FbQzAEp3OW+MtQmJHHKcE7izXw3/X5ClK5/lgLBUKxp+BaZvhfOEIWGO8Zc7Tex+sMhMyGWZ2+6xKNj1LQY+eVfP+COv7xHRYPBo2MJBAGBiOF3QqgXQVAjKcKQQi9CEbkUhe5fSAk7QDXWpb6mKtaxRBeBRhHqZi8Dh5TQAubqrwoowSXwX2wOOw2mFgrby1jXsI03j3xBSccRANY3Oi8Evy7rIhJCdN5287SZk59BapznMwhtPniYq5f/i/98vdvjYwkEgsBCpOUUjCokSYGsygXbQZfa50jb+VFMHm8aY+mwtbnZO/9nXNQCX7sg8DKf1G2k1WIkSh1OlCqi96f62M9wNIr+K0+b7RYMlnaazW20WNppMR/7vY1mc+/LYDH2mcUPVWq5KKX3GOuw9c2GlR2eyuWpZ3rujXqYufkZvLO50OPj2BwOdpXXcs0ZUz0+lkDgn/jvLLsvEYJfMPpQnl41zjgqUBDnJmcCi3FRC33tgsCLOGQH/6z4H0bbwKloQ5VaolS9NwFhqhCM1k6azW102LpHPN4FSfOJUIUdH/sYySF6fp53DcoArvUw20uCH8Bis3tlHIHAL5ERgr8fhOAXjDokVQ6n869gr2MR7bZqt/kTKKSE5hOtSfC1GwIvUtZZPajYB+ixm+mxm2kwn17suFJScHnqWcf/viXnClJDE8gKT/H7jDzDYXZ+utv6umz2eAqP1FNe3/9nbhWCXyAQnIIQ/ILRh8r1Gf5uOZZNnaOz8JaY3R997Gp1LfTNFRbFTyc+JPb43+clzfXa2N5AFxFGfoqe4trm0+5Lq1bx3n03UGsw8k1RBRsPVPJtcRU9FisgBL9A4K+58H2JEPyC0Ycyy6Vm3XIsr3dOwmird68/AYIQ/KOPnV4U/FelBX89hzn5GW4R/O9s2sf3FkymIDWeJQunsGThFCw2G7vKavm6qIIus8UN3goEgYu/psb0JULwC0Yh5hG36JZjWN01mSZLnQf88U9CFOFkhk8mK2Iq2eFTRDjPKGSGbhwtlnZqe5o8Os702LHkRKR6dAx/4OJZ4/jXV87Zh0aKQ5ZZ+e5X/PVnJ1KUalQq5hRkMKcg47T7FwgEnkWSpHTgn0ASvc8jXpJl+ben7HMW8D5QcXTTu7IsP+7qmELwC0Yf1qIR7d4jR/Ofrqk0BnmVXaWkIj1sAtnhU8mKmEJSSC6KAF4kKTh9vpd+HlenncuhjsOsa9zGhsadQ8b0u8JVaYvd3qc/Mi4tgfljM9l08PBp97W9tJov95Ry7tQ8N3gmEAQZ/j/DbwPukmV5pyRJkcAOSZK+kGX5VIHytSzLbinkIQS/YPRh3T+i3Q/LE2gIerGv5trMx8gMD4wKpgLvIUkSY6OyGBuVxa05V7LdUMS6xm1821KITXZPrHi7dfSsi7n53FkuC/5QjZqcJB25SXHkJOmIjxbF7wQCJ2TA4d+CX5blOqDu6O8dkiQdAFKBkc1IjgAh+AWjDtk2svMpXToI6D3jjB8goeDKtKVC7AuGRK1QMU8/mXn6yXRYu/mmeRfrGv6/vbuPrauu4zj++Z17b2/b24d1vW3XrvROVsLGNspmN9dtTJyg68RF5Em2EEEMhBADKgnRRP/SxIdgSCQ+LCoaZUMURIKEkczowMoYbmxswHBP7TbqpQ9ru7brtnvvzz9aZx/p2t7b03vu+5WcnPbec06/55e0/fbX7/l9d+tg19EpXffpppe1tmSpHOP9XpC11ZVaEpmjtxov/Vmg0sI8/frB21ReVCDHoekd4CXGmHmSlkraNcrbdcaYfZLel/SwtXZiM5aDeP+nKzDcBGf4Q6Zd4aw5KQrGfZ+p+IquLKhzOwykmfxArurLV+sH1zykXyz/tjZH6lWRXTKpazX2NmtX2/SsUe82Y4y+dP3yCZ3zQWe3oh1nSPaBSzLQeMvNTQobY94YtN07WqTGmDxJz0h6yFrbNeztPZIi1toaST+W9NxURoUZfmQUm+iS4k0TOylwjTZW3KNTfW1qOdek1oGtNz78ezP9rCu7WzVFN7gdBtJceU5YmyL1uqNqvY72nNKhruM6dKZR751p1Ine6JBuumPJH2i4lQmuWzxfl5fN1tHopfcu2LrzTS2bX5nCqAAPcb+Gv9VaW/thBxhjAupP9p+01j47/P3BfwBYa180xvzEGBO21k5qqS8SfmSWC+8MfBCQAgukQI2Mb57shQPS+QYp8cH/jzU5Mnlfl3I3q9z4VD6sXLYn1qnWc00X/wg41PVPdcem1nxoOtUV36y68M1uhwEPMcZofl6l5udVaoP6l3HtiZ3V7vaD+n3Ty2rqHb2M5bLcMi0qnD+dobrKcYzuvr5W33ry5Us+56/7D6u5vUvlswtSGBmA6WD6l9f6paR3rLU/GuOYOZKi1lprjFmh/qqctsl+TRJ+ZBbfHJnZf5ACC2VM1sWXjSRrrRQ/Ip1rkI39WyZ0n4x/7Bm1kL9QIf8SRUJLJEmX5V6l507+MNV3kBQ1sz6lT5Td5XYYyAAhf46uK63V2pJlamjdp6eatutYz9CH4DeUr7m4vGSmqF+2QE/t3KeDJ6KXdHw8YfX0P/brwc/SDwMYl/sz/ONZLelOSW8ZY94ceO2bkqokyVr7M0m3SLrfGBOTdFbSF6yd/I2R8COjGH9EUmT094yR/NWSv1qTST0WFqzRK1nb1Hb+5JRiTLUr8+u0oeKBjEuw4C7HOFpTslSrwjXa1XZA25pe0pHukwo6Aa0rm1hNuxcE/D797mt3aPveQ3r8Lw062dY57jnPNLyl+z69UtlZ/OoGxpQeq/S8Kn14qmGtfVzS48n6mvzUAJLEMT6tLrldz596dMrXCvlm6drSTQoHKxW3cSVs7OI+objiNqa4jSkxsCyikSPHOAN736CP+/fGOHIG9pHcJayvD9c4xlFd+GqtLF6i3e0HdaI3qrwMqt8fzHGM6j+6QNfXXKE/vXZAP9/+mlq7esc8vrO3Ty/+6119vm7xNEYJwAtI+IEkWlS4Vq+0bNXpSXbk9ZmAPlb8Oa0K36qgLzOTIGQGY4xWFC/WimKS14Dfp9vW1OjG5Vdp2869emLHGzpzdvSO4Nt27tVNKxfxHzpgTFayCbeDmHFI+IEkcoxPq8O364X3H5vwuVcVrNW6srtUmFWagsgAzHS5wYDuuWGFbll1tX61Y7f2HDkln2Pk9/nk9znyO478PkfNp8+ogod3gbHN/Br+aUfCDyTZ4lnX6XD363q3q+GSji/OqtSNcx9UZe7CFEcGIB0UhrL11Y3Xuh0GAA+h8RaQZD7j102Vj2hp0fpxjy0NztOdH/keyT4AAMnwv4d23dxmIGb4gRRwjE/15Q8o5C/Sqy3bRj2mNDhPm+d9V7n+wmmODgAAD6OkZwQSfiBFjDH6eOlmlQYjOt6zf6BJV6POxs+oLPtybYp8R7l+6nABAEBqkfADKbawcI0WFvY3y7HWqifWoYATZBUeAABSgRn+EUj4gWlkjFFeoMjtMAAA8ChLwj8KHtoFACDN7T/erHMXYm6HAWCGYoYfAIA0diEe18NPvKCg369v3LpOqxZE3A4JcI+VlKDx1nDM8AMAkMZ27DusaEe3mlo7dP9Pn9Ujv3lRLZ3dbocFuMdad7cZiBl+AADS2Na/7x3y+Ut7DunVt4/pvvUrVV6Ur46ePnX19qmjp08dPWfV2dunzp4+xRMJhQtCKs7PVUlBSMUFIYUHturyYuVkBVy6IwDJRsIPAECa6uzp0+z8XEVKi3SytUPxgaY/3X3n9ehzOyd93T8+cqeuqAir99wFvXMiqv2Nzbpl1dXKzwkmK3QgdWboLLubSPgBAEhThaFsPfbljZKk87GYmlo6dCzarqPRdh37T/++8YPT6pvgA72//dsevXeqRe+936J4wmrZ/Lm6+5PLU3ELQJLN3G63biLhBwDAA7L8flWXh1VdHh7yeiJh1Xy6S8ei7dqyfZf2HW8e91p/3nVwyOd3XHtNUmMFUsZK1vLQ7nDjJvzGmHsl3StJVVVVKQ8IAAAkj+MYzS0u1NziQj3/+ts6Gm1Xfk5Q+TlB5WVnKW/QPj87qLycLOVlB4ccs6hqjtu3AWAKxk34rbVbJG2RpNraWv5HAgBAmvr+FzfIGON2GEBqUdIzAiU9AABkCJJ9ZAQe2h2BdfgBAAAAD2OGHwAAAN5gLZ12R0HCDwAAAO+gpGcESnoAAAAAD2OGHwAAAJ5hKekZgYQfAAAAHmEp6RkFJT0AAACAhzHDDwAAAG+wovHWKEj4AQAA4B2WGv7hKOkBAAAAPIwZfgAAAHiClWQp6RmBhB8AAADeYC0lPaOgpAcAAADwMGb4AQAA4BmU9IxEwg8AAADvoKRnBGMn0I3MGNMiqTF14aS9sKRWt4PIUIy9exh7dzH+7mHs3cX4u8fNsY9Ya0vGetMY85L643NTq7V2vcsxDDGhhB8fzhjzhrW21u04MhFj7x7G3l2Mv3sYe3cx/u5h7NMPD+0CAAAAHkbCDwAAAHgYCX9ybXE7gAzG2LuHsXcX4+8ext5djL97GPs0Qw0/AAAA4GHM8AMAAAAeRsIPAAAAeBgJPwAAAOBhJPwAAACAh5HwAwAAAB72X6233uCmn0iGAAAAAElFTkSuQmCC\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots(1, 1, figsize=(15,7))\n", + "\n", + "divider = make_axes_locatable(ax)\n", + "cax = divider.append_axes(\"right\", size=\"5%\", pad=0.1)\n", + "\n", + "\n", + "map_map = eu_map_stats.plot(column= \"Alcohol Everyday Bottom (%)\" , ax=ax, legend=True, cax=cax)#, cmap=\"coolwarm\")\n", + "ax.set_yticklabels([])\n", + "ax.set_xticklabels([])\n", + "eu_map_stats[eu_map_stats[\"Alcohol Everyday Bottom (%)\"].isna()].plot(color='lightgrey', hatch='///', ax=ax)\n", + "plt.title(\"Daily Alcohol Consumption Bottom Quintile (%)\", fontsize = 20, loc=\"right\")\n", + "plt.plot()\n", + "fig = map_map.get_figure()\n", + "fig.savefig(\"Alcohol Everyday Bottom.png\",bbox_inches='tight')" + ] + }, + { + "cell_type": "code", + "execution_count": 76, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots(1, 1, figsize=(15,7))\n", + "\n", + "divider = make_axes_locatable(ax)\n", + "cax = divider.append_axes(\"right\", size=\"5%\", pad=0.1)\n", + "\n", + "\n", + "map_map = eu_map_stats.plot(column= \"Alcohol Deaths\" , ax=ax, legend=True, cax=cax )\n", + "ax.set_yticklabels([])\n", + "ax.set_xticklabels([])\n", + "eu_map_stats[eu_map_stats[\"Alcohol Deaths\"].isna()].plot(color='lightgrey', hatch='///', ax=ax)\n", + "plt.title(\"Alcohol Related Deaths (Normalized %)\", fontsize = 20, loc=\"right\")\n", + "plt.plot()\n", + "fig = map_map.get_figure()\n", + "fig.savefig(\"Alcohol Deaths.png\",bbox_inches='tight')" + ] + }, + { + "cell_type": "code", + "execution_count": 77, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "posx and posy should be finite values\n", + "posx and posy should be finite values\n", + "posx and posy should be finite values\n" + ] + }, + { + "data": { + "image/png": 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Quintile Share Alcohol Deaths Alcohol Everyday Top (%) Alcohol Everyday Bottom (%) Alcohol Month Top (%) Alcohol Month Bottom (%) Binge-Drink Monthly(%)
Quintile Share1-0.270.020.045-0.160.1-0.27
Alcohol Deaths-0.2710.260.0270.090.00570.34
Alcohol Everyday Top (%)0.020.2610.81-0.6-0.59-0.11
Alcohol Everyday Bottom (%)0.0450.0270.811-0.55-0.77-0.23
Alcohol Month Top (%)-0.160.09-0.6-0.5510.630.54
Alcohol Month Bottom (%)0.10.0057-0.59-0.770.6310.2
Binge-Drink Monthly(%)-0.270.34-0.11-0.230.540.21
" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 86, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "matrix = alcohol_country3.corr().style.background_gradient(cmap='RdYlGn',axis=None).set_precision(2)\n", + "matrix" + ] + }, + { + "cell_type": "code", + "execution_count": 80, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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CountryQuintile ShareAlcohol DeathsAlcohol Everyday (%)Alcohol Everyday Top (%)Alcohol Everyday Bottom (%)Alcohol Month Top (%)Alcohol Month Bottom (%)Binge-Drink Monthly(%)
0Serbia9.43.79NaNNaNNaNNaNNaN29.0
1Turkey8.30.050.50.40.73.38.12.9
2North Macedonia7.2NaNNaNNaNNaNNaNNaNNaN
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" + ], + "text/plain": [ + " Country Quintile Share Alcohol Deaths Alcohol Everyday (%) \\\n", + "0 Serbia 9.4 3.79 NaN \n", + "1 Turkey 8.3 0.05 0.5 \n", + "2 North Macedonia 7.2 NaN NaN \n", + "\n", + " Alcohol Everyday Top (%) Alcohol Everyday Bottom (%) \\\n", + "0 NaN NaN \n", + "1 0.4 0.7 \n", + "2 NaN NaN \n", + "\n", + " Alcohol Month Top (%) Alcohol Month Bottom (%) Binge-Drink Monthly(%) \n", + "0 NaN NaN 29.0 \n", + "1 3.3 8.1 2.9 \n", + "2 NaN NaN NaN " + ] + }, + "execution_count": 80, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "alcohol_country2.head(3)" + ] + }, + { + "cell_type": "code", + "execution_count": 81, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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CountryQuintile Share
0Serbia9.4
1Turkey8.3
2North Macedonia7.2
3Romania7.2
4Bulgaria6.8
5Slovenia3.7
6Finland3.6
7Czechia3.5
8Norway3.4
9Iceland3.1
\n", + "
" + ], + "text/plain": [ + " Country Quintile Share\n", + "0 Serbia 9.4\n", + "1 Turkey 8.3\n", + "2 North Macedonia 7.2\n", + "3 Romania 7.2\n", + "4 Bulgaria 6.8\n", + "5 Slovenia 3.7\n", + "6 Finland 3.6\n", + "7 Czechia 3.5\n", + "8 Norway 3.4\n", + "9 Iceland 3.1" + ] + }, + "execution_count": 81, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "alcohol_country4 = alcohol_country2.iloc[np.r_[0:5, -5:0]]\n", + "alcohol_country4 = alcohol_country4[[\"Country\",'Quintile Share']].copy()\n", + "alcohol_country4.reset_index(drop=True)" + ] + }, + { + "cell_type": "code", + "execution_count": 82, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
CountryAlcohol Deaths
0Denmark11.49
1Slovenia9.67
2Latvia6.79
3Germany5.83
4Austria5.39
5Bulgaria0.34
6Italy0.32
7Ireland0.32
8Greece0.12
9Turkey0.05
\n", + "
" + ], + "text/plain": [ + " Country Alcohol Deaths\n", + "0 Denmark 11.49\n", + "1 Slovenia 9.67\n", + "2 Latvia 6.79\n", + "3 Germany 5.83\n", + "4 Austria 5.39\n", + "5 Bulgaria 0.34\n", + "6 Italy 0.32\n", + "7 Ireland 0.32\n", + "8 Greece 0.12\n", + "9 Turkey 0.05" + ] + }, + "execution_count": 82, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "alcohol_country2 = alcohol_country2.sort_values(by=\"Alcohol Deaths\", ascending=False)\n", + "alcohol_country41 = alcohol_country2[[\"Country\",'Alcohol Deaths']].dropna().copy()\n", + "alcohol_country41 = alcohol_country41.iloc[np.r_[0:5, -5:0]]\n", + "alcohol_country41.reset_index(drop=True)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.3" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/your-project/README.md b/your-project/README.md index 0c5c97c..5b5b308 100644 --- a/your-project/README.md +++ b/your-project/README.md @@ -1,9 +1,9 @@ Ironhack Logo -# Title of My Project -*[Your Name]* +# Healthy and Wealthy? +*Miguel Vian* -*[Your Cohort, Campus & Date]* +*Data Squad 21 Lisbon 13/09/19* ## Content - [Project Description](#project-description) @@ -16,35 +16,36 @@ ## Project Description -Write a short description of your project: 3-5 sentences about what your project is about, why you chose this topic (if relevant), and what you are trying to show. +Correlating health outcomes with income inequality in Europe. Using alcohol consumption as a proxy for health. ## Hypotheses / Questions -What are the questions you would like to answer with your project? Write your hypotheses here. +Are inequal coutries less Healthy? Are wealthy people in unequal coutries worse than poor people in equal countries? ## Dataset -Where did you get your data? What dataset did you use or did you build your own datset? If so, did you use an API? Did you scrape a web? Provide links to the data if available. +Data sets removed from Eurostat [Dataset]() ## Workflow -Outline the workflow you used in your project. What were the steps you went through? +Data collection --> Data cleaning --> Data visualization --> Correlate data --> Analisys --> Suggestions for imrovement ## Organization -How did you organize yourself? Did you use any tools? +Trello ## Links Include the links to your repository, slides and trello. Feel free to include any other links associated to your project. -[Repository](https://github.com/) -[Slides](https://slides.com/) -[Trello](https://trello.com/en) \ No newline at end of file +[Repository](https://github.com/naivm/Project-Week-4) +[Slides](https://docs.google.com/presentation/d/1z_EGfilJ4JgHUk9gc5BN-rNUqGfoC-3kLc7IqhUyTWQ/edit?usp=sharing) +[Trello](https://trello.com/b/rU0gMnbU/project-4) +[Report](https://docs.google.com/document/d/12KOwntaeFNqo9jY7PnqFfhHbjJSy9b4C4unfZEWNHDw/edit?usp=sharing) diff --git a/your-project/Time_physical_income_1quintile.csv b/your-project/Time_physical_income_1quintile.csv new file mode 100644 index 0000000..6fdc330 --- /dev/null +++ b/your-project/Time_physical_income_1quintile.csv @@ -0,0 +1,121 @@ +"DURATION","GEO","UNIT","QUANTILE","TIME","SEX","AGE","Value","Flag and Footnotes" +"Zero minutes","European Union - 28 countries","Percentage","First quintile","2014","Total","Total","57.1","" +"From 1 to 149 minutes","European Union - 28 countries","Percentage","First quintile","2014","Total","Total","17.5","" +"From 150 to 299 minutes","European Union - 28 countries","Percentage","First quintile","2014","Total","Total","10.7","" +"300 minutes or over","European Union - 28 countries","Percentage","First quintile","2014","Total","Total","14.6","" +"Zero minutes","Bulgaria","Percentage","First quintile","2014","Total","Total","89.9","" +"From 1 to 149 minutes","Bulgaria","Percentage","First quintile","2014","Total","Total","5.8","" +"From 150 to 299 minutes","Bulgaria","Percentage","First quintile","2014","Total","Total","1.1","" +"300 minutes or over","Bulgaria","Percentage","First quintile","2014","Total","Total","3.2","" +"Zero minutes","Czechia","Percentage","First quintile","2014","Total","Total","54.0","" +"From 1 to 149 minutes","Czechia","Percentage","First quintile","2014","Total","Total","22.0","" +"From 150 to 299 minutes","Czechia","Percentage","First quintile","2014","Total","Total","9.9","" +"300 minutes or over","Czechia","Percentage","First quintile","2014","Total","Total","14.1","" +"Zero minutes","Denmark","Percentage","First quintile","2014","Total","Total","22.8","" +"From 1 to 149 minutes","Denmark","Percentage","First quintile","2014","Total","Total","23.4","" +"From 150 to 299 minutes","Denmark","Percentage","First quintile","2014","Total","Total","20.2","" +"300 minutes or over","Denmark","Percentage","First quintile","2014","Total","Total","33.7","" +"Zero minutes","Germany (until 1990 former territory of the FRG)","Percentage","First quintile","2014","Total","Total","36.5","" +"From 1 to 149 minutes","Germany (until 1990 former territory of the FRG)","Percentage","First quintile","2014","Total","Total","20.9","" +"From 150 to 299 minutes","Germany (until 1990 former territory of the FRG)","Percentage","First quintile","2014","Total","Total","17.2","" +"300 minutes or over","Germany (until 1990 former territory of the FRG)","Percentage","First quintile","2014","Total","Total","25.4","" +"Zero minutes","Estonia","Percentage","First quintile","2014","Total","Total","58.5","" +"From 1 to 149 minutes","Estonia","Percentage","First quintile","2014","Total","Total","19.9","" +"From 150 to 299 minutes","Estonia","Percentage","First quintile","2014","Total","Total","9.3","" +"300 minutes or over","Estonia","Percentage","First quintile","2014","Total","Total","12.4","" +"Zero minutes","Ireland","Percentage","First quintile","2014","Total","Total","50.3","" +"From 1 to 149 minutes","Ireland","Percentage","First quintile","2014","Total","Total","19.4","" +"From 150 to 299 minutes","Ireland","Percentage","First quintile","2014","Total","Total","14.0","" +"300 minutes or over","Ireland","Percentage","First quintile","2014","Total","Total","16.2","" +"Zero minutes","Greece","Percentage","First quintile","2014","Total","Total","77.8","" +"From 1 to 149 minutes","Greece","Percentage","First quintile","2014","Total","Total","7.6","" +"From 150 to 299 minutes","Greece","Percentage","First quintile","2014","Total","Total","5.7","" +"300 minutes or over","Greece","Percentage","First quintile","2014","Total","Total","8.9","" +"Zero minutes","Spain","Percentage","First quintile","2014","Total","Total","58.2","" +"From 1 to 149 minutes","Spain","Percentage","First quintile","2014","Total","Total","12.0","" +"From 150 to 299 minutes","Spain","Percentage","First quintile","2014","Total","Total","10.8","" +"300 minutes or over","Spain","Percentage","First quintile","2014","Total","Total","19.1","" +"Zero minutes","France","Percentage","First quintile","2014","Total","Total","64.2","" +"From 1 to 149 minutes","France","Percentage","First quintile","2014","Total","Total","19.9","" +"From 150 to 299 minutes","France","Percentage","First quintile","2014","Total","Total","8.1","" +"300 minutes or over","France","Percentage","First quintile","2014","Total","Total","7.7","" +"Zero minutes","Croatia","Percentage","First quintile","2014","Total","Total","56.9","" +"From 1 to 149 minutes","Croatia","Percentage","First quintile","2014","Total","Total","26.1","" +"From 150 to 299 minutes","Croatia","Percentage","First quintile","2014","Total","Total","5.8","" +"300 minutes or over","Croatia","Percentage","First quintile","2014","Total","Total","11.1","" +"Zero minutes","Italy","Percentage","First quintile","2014","Total","Total","75.0","" +"From 1 to 149 minutes","Italy","Percentage","First quintile","2014","Total","Total","11.6","" +"From 150 to 299 minutes","Italy","Percentage","First quintile","2014","Total","Total","6.1","" +"300 minutes or over","Italy","Percentage","First quintile","2014","Total","Total","7.3","" +"Zero minutes","Cyprus","Percentage","First quintile","2014","Total","Total","69.3","" +"From 1 to 149 minutes","Cyprus","Percentage","First quintile","2014","Total","Total","12.8","" +"From 150 to 299 minutes","Cyprus","Percentage","First quintile","2014","Total","Total","8.8","" +"300 minutes or over","Cyprus","Percentage","First quintile","2014","Total","Total","9.1","" +"Zero minutes","Latvia","Percentage","First quintile","2014","Total","Total","58.4","" +"From 1 to 149 minutes","Latvia","Percentage","First quintile","2014","Total","Total","23.8","" +"From 150 to 299 minutes","Latvia","Percentage","First quintile","2014","Total","Total","8.0","" +"300 minutes or over","Latvia","Percentage","First quintile","2014","Total","Total","9.8","" +"Zero minutes","Lithuania","Percentage","First quintile","2014","Total","Total","60.2","" +"From 1 to 149 minutes","Lithuania","Percentage","First quintile","2014","Total","Total","20.4","" +"From 150 to 299 minutes","Lithuania","Percentage","First quintile","2014","Total","Total","9.4","" +"300 minutes or over","Lithuania","Percentage","First quintile","2014","Total","Total","10.0","" +"Zero minutes","Luxembourg","Percentage","First quintile","2014","Total","Total","46.2","" +"From 1 to 149 minutes","Luxembourg","Percentage","First quintile","2014","Total","Total","21.6","" +"From 150 to 299 minutes","Luxembourg","Percentage","First quintile","2014","Total","Total","14.0","" +"300 minutes or over","Luxembourg","Percentage","First quintile","2014","Total","Total","18.1","" +"Zero minutes","Hungary","Percentage","First quintile","2014","Total","Total","53.7","" +"From 1 to 149 minutes","Hungary","Percentage","First quintile","2014","Total","Total","24.6","" +"From 150 to 299 minutes","Hungary","Percentage","First quintile","2014","Total","Total","8.0","" +"300 minutes or over","Hungary","Percentage","First quintile","2014","Total","Total","13.7","" +"Zero minutes","Malta","Percentage","First quintile","2014","Total","Total","57.7","" +"From 1 to 149 minutes","Malta","Percentage","First quintile","2014","Total","Total","15.5","" +"From 150 to 299 minutes","Malta","Percentage","First quintile","2014","Total","Total","13.0","" +"300 minutes or over","Malta","Percentage","First quintile","2014","Total","Total","13.7","" +"Zero minutes","Austria","Percentage","First quintile","2014","Total","Total","29.2","" +"From 1 to 149 minutes","Austria","Percentage","First quintile","2014","Total","Total","24.9","" +"From 150 to 299 minutes","Austria","Percentage","First quintile","2014","Total","Total","19.6","" +"300 minutes or over","Austria","Percentage","First quintile","2014","Total","Total","26.3","" +"Zero minutes","Poland","Percentage","First quintile","2014","Total","Total","58.7","" +"From 1 to 149 minutes","Poland","Percentage","First quintile","2014","Total","Total","27.0","" +"From 150 to 299 minutes","Poland","Percentage","First quintile","2014","Total","Total","7.5","" +"300 minutes or over","Poland","Percentage","First quintile","2014","Total","Total","6.7","" +"Zero minutes","Portugal","Percentage","First quintile","2014","Total","Total","69.9","" +"From 1 to 149 minutes","Portugal","Percentage","First quintile","2014","Total","Total","15.6","" +"From 150 to 299 minutes","Portugal","Percentage","First quintile","2014","Total","Total","6.9","" +"300 minutes or over","Portugal","Percentage","First quintile","2014","Total","Total","7.5","" +"Zero minutes","Romania","Percentage","First quintile","2014","Total","Total","83.2","" +"From 1 to 149 minutes","Romania","Percentage","First quintile","2014","Total","Total","7.7","" +"From 150 to 299 minutes","Romania","Percentage","First quintile","2014","Total","Total","4.6","" +"300 minutes or over","Romania","Percentage","First quintile","2014","Total","Total","4.6","" +"Zero minutes","Slovenia","Percentage","First quintile","2014","Total","Total","53.4","" +"From 1 to 149 minutes","Slovenia","Percentage","First quintile","2014","Total","Total","20.7","" +"From 150 to 299 minutes","Slovenia","Percentage","First quintile","2014","Total","Total","10.5","" +"300 minutes or over","Slovenia","Percentage","First quintile","2014","Total","Total","15.5","" +"Zero minutes","Slovakia","Percentage","First quintile","2014","Total","Total","52.3","" +"From 1 to 149 minutes","Slovakia","Percentage","First quintile","2014","Total","Total","23.7","" +"From 150 to 299 minutes","Slovakia","Percentage","First quintile","2014","Total","Total","10.5","" +"300 minutes or over","Slovakia","Percentage","First quintile","2014","Total","Total","13.6","" +"Zero minutes","Finland","Percentage","First quintile","2014","Total","Total","29.9","" +"From 1 to 149 minutes","Finland","Percentage","First quintile","2014","Total","Total","22.4","" +"From 150 to 299 minutes","Finland","Percentage","First quintile","2014","Total","Total","22.7","" +"300 minutes or over","Finland","Percentage","First quintile","2014","Total","Total","25.0","" +"Zero minutes","Sweden","Percentage","First quintile","2014","Total","Total","21.2","" +"From 1 to 149 minutes","Sweden","Percentage","First quintile","2014","Total","Total","19.6","" +"From 150 to 299 minutes","Sweden","Percentage","First quintile","2014","Total","Total","19.8","" +"300 minutes or over","Sweden","Percentage","First quintile","2014","Total","Total","39.5","" +"Zero minutes","United Kingdom","Percentage","First quintile","2014","Total","Total","58.2","" +"From 1 to 149 minutes","United Kingdom","Percentage","First quintile","2014","Total","Total","17.1","" +"From 150 to 299 minutes","United Kingdom","Percentage","First quintile","2014","Total","Total","11.1","" +"300 minutes or over","United Kingdom","Percentage","First quintile","2014","Total","Total","13.6","" +"Zero minutes","Iceland","Percentage","First quintile","2014","Total","Total","32.3","" +"From 1 to 149 minutes","Iceland","Percentage","First quintile","2014","Total","Total","12.9","" +"From 150 to 299 minutes","Iceland","Percentage","First quintile","2014","Total","Total","26.6","" +"300 minutes or over","Iceland","Percentage","First quintile","2014","Total","Total","28.2","" +"Zero minutes","Norway","Percentage","First quintile","2014","Total","Total","36.5","" +"From 1 to 149 minutes","Norway","Percentage","First quintile","2014","Total","Total","14.2","" +"From 150 to 299 minutes","Norway","Percentage","First quintile","2014","Total","Total","16.4","" +"300 minutes or over","Norway","Percentage","First quintile","2014","Total","Total","33.0","" +"Zero minutes","Turkey","Percentage","First quintile","2014","Total","Total","92.3","" +"From 1 to 149 minutes","Turkey","Percentage","First quintile","2014","Total","Total","5.2","" +"From 150 to 299 minutes","Turkey","Percentage","First quintile","2014","Total","Total","1.1","" +"300 minutes or over","Turkey","Percentage","First quintile","2014","Total","Total","1.5","" diff --git a/your-project/Time_physical_income_5quintile.csv b/your-project/Time_physical_income_5quintile.csv new file mode 100644 index 0000000..c492fad --- /dev/null +++ b/your-project/Time_physical_income_5quintile.csv @@ -0,0 +1,121 @@ +"DURATION","GEO","UNIT","QUANTILE","TIME","SEX","AGE","Value","Flag and Footnotes" +"Zero minutes","European Union - 28 countries","Percentage","Fifth quintile","2014","Total","Total","38.8","" +"From 1 to 149 minutes","European Union - 28 countries","Percentage","Fifth quintile","2014","Total","Total","22.9","" +"From 150 to 299 minutes","European Union - 28 countries","Percentage","Fifth quintile","2014","Total","Total","18.5","" +"300 minutes or over","European Union - 28 countries","Percentage","Fifth quintile","2014","Total","Total","19.7","" +"Zero minutes","Bulgaria","Percentage","Fifth quintile","2014","Total","Total","74.1","" +"From 1 to 149 minutes","Bulgaria","Percentage","Fifth quintile","2014","Total","Total","9.1","" +"From 150 to 299 minutes","Bulgaria","Percentage","Fifth quintile","2014","Total","Total","8.8","" +"300 minutes or over","Bulgaria","Percentage","Fifth quintile","2014","Total","Total","8.1","" +"Zero minutes","Czechia","Percentage","Fifth quintile","2014","Total","Total","35.8","" +"From 1 to 149 minutes","Czechia","Percentage","Fifth quintile","2014","Total","Total","25.9","" +"From 150 to 299 minutes","Czechia","Percentage","Fifth quintile","2014","Total","Total","20.5","" +"300 minutes or over","Czechia","Percentage","Fifth quintile","2014","Total","Total","17.8","" +"Zero minutes","Denmark","Percentage","Fifth quintile","2014","Total","Total","13.2","" +"From 1 to 149 minutes","Denmark","Percentage","Fifth quintile","2014","Total","Total","26.6","" +"From 150 to 299 minutes","Denmark","Percentage","Fifth quintile","2014","Total","Total","29.3","" +"300 minutes or over","Denmark","Percentage","Fifth quintile","2014","Total","Total","30.9","" +"Zero minutes","Germany (until 1990 former territory of the FRG)","Percentage","Fifth quintile","2014","Total","Total","20.1","" +"From 1 to 149 minutes","Germany (until 1990 former territory of the FRG)","Percentage","Fifth quintile","2014","Total","Total","24.0","" +"From 150 to 299 minutes","Germany (until 1990 former territory of the FRG)","Percentage","Fifth quintile","2014","Total","Total","26.9","" +"300 minutes or over","Germany (until 1990 former territory of the FRG)","Percentage","Fifth quintile","2014","Total","Total","29.0","" +"Zero minutes","Estonia","Percentage","Fifth quintile","2014","Total","Total","32.7","" +"From 1 to 149 minutes","Estonia","Percentage","Fifth quintile","2014","Total","Total","32.9","" +"From 150 to 299 minutes","Estonia","Percentage","Fifth quintile","2014","Total","Total","18.6","" +"300 minutes or over","Estonia","Percentage","Fifth quintile","2014","Total","Total","15.7","" +"Zero minutes","Ireland","Percentage","Fifth quintile","2014","Total","Total","48.7","" +"From 1 to 149 minutes","Ireland","Percentage","Fifth quintile","2014","Total","Total","20.0","" +"From 150 to 299 minutes","Ireland","Percentage","Fifth quintile","2014","Total","Total","17.5","" +"300 minutes or over","Ireland","Percentage","Fifth quintile","2014","Total","Total","13.7","" +"Zero minutes","Greece","Percentage","Fifth quintile","2014","Total","Total","64.6","" +"From 1 to 149 minutes","Greece","Percentage","Fifth quintile","2014","Total","Total","11.5","" +"From 150 to 299 minutes","Greece","Percentage","Fifth quintile","2014","Total","Total","12.1","" +"300 minutes or over","Greece","Percentage","Fifth quintile","2014","Total","Total","11.8","" +"Zero minutes","Spain","Percentage","Fifth quintile","2014","Total","Total","38.0","" +"From 1 to 149 minutes","Spain","Percentage","Fifth quintile","2014","Total","Total","19.4","" +"From 150 to 299 minutes","Spain","Percentage","Fifth quintile","2014","Total","Total","17.3","" +"300 minutes or over","Spain","Percentage","Fifth quintile","2014","Total","Total","25.2","" +"Zero minutes","France","Percentage","Fifth quintile","2014","Total","Total","34.2","" +"From 1 to 149 minutes","France","Percentage","Fifth quintile","2014","Total","Total","33.6","" +"From 150 to 299 minutes","France","Percentage","Fifth quintile","2014","Total","Total","18.0","" +"300 minutes or over","France","Percentage","Fifth quintile","2014","Total","Total","14.2","" +"Zero minutes","Croatia","Percentage","Fifth quintile","2014","Total","Total","50.6","" +"From 1 to 149 minutes","Croatia","Percentage","Fifth quintile","2014","Total","Total","22.3","" +"From 150 to 299 minutes","Croatia","Percentage","Fifth quintile","2014","Total","Total","13.2","" +"300 minutes or over","Croatia","Percentage","Fifth quintile","2014","Total","Total","13.9","" +"Zero minutes","Italy","Percentage","Fifth quintile","2014","Total","Total","57.0","" +"From 1 to 149 minutes","Italy","Percentage","Fifth quintile","2014","Total","Total","19.6","" +"From 150 to 299 minutes","Italy","Percentage","Fifth quintile","2014","Total","Total","13.1","" +"300 minutes or over","Italy","Percentage","Fifth quintile","2014","Total","Total","10.3","" +"Zero minutes","Cyprus","Percentage","Fifth quintile","2014","Total","Total","47.8","" +"From 1 to 149 minutes","Cyprus","Percentage","Fifth quintile","2014","Total","Total","19.1","" +"From 150 to 299 minutes","Cyprus","Percentage","Fifth quintile","2014","Total","Total","20.7","" +"300 minutes or over","Cyprus","Percentage","Fifth quintile","2014","Total","Total","12.4","" +"Zero minutes","Latvia","Percentage","Fifth quintile","2014","Total","Total","38.3","" +"From 1 to 149 minutes","Latvia","Percentage","Fifth quintile","2014","Total","Total","29.2","" +"From 150 to 299 minutes","Latvia","Percentage","Fifth quintile","2014","Total","Total","17.2","" +"300 minutes or over","Latvia","Percentage","Fifth quintile","2014","Total","Total","15.2","" +"Zero minutes","Lithuania","Percentage","Fifth quintile","2014","Total","Total","57.7","" +"From 1 to 149 minutes","Lithuania","Percentage","Fifth quintile","2014","Total","Total","15.2","" +"From 150 to 299 minutes","Lithuania","Percentage","Fifth quintile","2014","Total","Total","15.5","" +"300 minutes or over","Lithuania","Percentage","Fifth quintile","2014","Total","Total","11.7","" +"Zero minutes","Luxembourg","Percentage","Fifth quintile","2014","Total","Total","21.1","" +"From 1 to 149 minutes","Luxembourg","Percentage","Fifth quintile","2014","Total","Total","25.6","" +"From 150 to 299 minutes","Luxembourg","Percentage","Fifth quintile","2014","Total","Total","30.5","" +"300 minutes or over","Luxembourg","Percentage","Fifth quintile","2014","Total","Total","22.9","" +"Zero minutes","Hungary","Percentage","Fifth quintile","2014","Total","Total","32.4","" +"From 1 to 149 minutes","Hungary","Percentage","Fifth quintile","2014","Total","Total","31.1","" +"From 150 to 299 minutes","Hungary","Percentage","Fifth quintile","2014","Total","Total","16.8","" +"300 minutes or over","Hungary","Percentage","Fifth quintile","2014","Total","Total","19.6","" +"Zero minutes","Malta","Percentage","Fifth quintile","2014","Total","Total","38.8","" +"From 1 to 149 minutes","Malta","Percentage","Fifth quintile","2014","Total","Total","22.6","" +"From 150 to 299 minutes","Malta","Percentage","Fifth quintile","2014","Total","Total","14.8","" +"300 minutes or over","Malta","Percentage","Fifth quintile","2014","Total","Total","23.8","" +"Zero minutes","Austria","Percentage","Fifth quintile","2014","Total","Total","17.7","" +"From 1 to 149 minutes","Austria","Percentage","Fifth quintile","2014","Total","Total","24.3","" +"From 150 to 299 minutes","Austria","Percentage","Fifth quintile","2014","Total","Total","22.5","" +"300 minutes or over","Austria","Percentage","Fifth quintile","2014","Total","Total","35.6","" +"Zero minutes","Poland","Percentage","Fifth quintile","2014","Total","Total","54.7","" +"From 1 to 149 minutes","Poland","Percentage","Fifth quintile","2014","Total","Total","23.5","" +"From 150 to 299 minutes","Poland","Percentage","Fifth quintile","2014","Total","Total","12.2","" +"300 minutes or over","Poland","Percentage","Fifth quintile","2014","Total","Total","9.7","" +"Zero minutes","Portugal","Percentage","Fifth quintile","2014","Total","Total","51.1","" +"From 1 to 149 minutes","Portugal","Percentage","Fifth quintile","2014","Total","Total","22.2","" +"From 150 to 299 minutes","Portugal","Percentage","Fifth quintile","2014","Total","Total","13.3","" +"300 minutes or over","Portugal","Percentage","Fifth quintile","2014","Total","Total","13.4","" +"Zero minutes","Romania","Percentage","Fifth quintile","2014","Total","Total","86.6","" +"From 1 to 149 minutes","Romania","Percentage","Fifth quintile","2014","Total","Total","5.4","" +"From 150 to 299 minutes","Romania","Percentage","Fifth quintile","2014","Total","Total","4.8","" +"300 minutes or over","Romania","Percentage","Fifth quintile","2014","Total","Total","3.2","" +"Zero minutes","Slovenia","Percentage","Fifth quintile","2014","Total","Total","20.1","" +"From 1 to 149 minutes","Slovenia","Percentage","Fifth quintile","2014","Total","Total","24.5","" +"From 150 to 299 minutes","Slovenia","Percentage","Fifth quintile","2014","Total","Total","21.8","" +"300 minutes or over","Slovenia","Percentage","Fifth quintile","2014","Total","Total","33.5","" +"Zero minutes","Slovakia","Percentage","Fifth quintile","2014","Total","Total","38.8","" +"From 1 to 149 minutes","Slovakia","Percentage","Fifth quintile","2014","Total","Total","21.8","" +"From 150 to 299 minutes","Slovakia","Percentage","Fifth quintile","2014","Total","Total","19.0","" +"300 minutes or over","Slovakia","Percentage","Fifth quintile","2014","Total","Total","20.3","" +"Zero minutes","Finland","Percentage","Fifth quintile","2014","Total","Total","17.4","" +"From 1 to 149 minutes","Finland","Percentage","Fifth quintile","2014","Total","Total","20.2","" +"From 150 to 299 minutes","Finland","Percentage","Fifth quintile","2014","Total","Total","30.6","" +"300 minutes or over","Finland","Percentage","Fifth quintile","2014","Total","Total","31.9","" +"Zero minutes","Sweden","Percentage","Fifth quintile","2014","Total","Total","20.6","" +"From 1 to 149 minutes","Sweden","Percentage","Fifth quintile","2014","Total","Total","22.3","" +"From 150 to 299 minutes","Sweden","Percentage","Fifth quintile","2014","Total","Total","27.7","" +"300 minutes or over","Sweden","Percentage","Fifth quintile","2014","Total","Total","29.4","" +"Zero minutes","United Kingdom","Percentage","Fifth quintile","2014","Total","Total","25.6","" +"From 1 to 149 minutes","United Kingdom","Percentage","Fifth quintile","2014","Total","Total","25.1","" +"From 150 to 299 minutes","United Kingdom","Percentage","Fifth quintile","2014","Total","Total","21.1","" +"300 minutes or over","United Kingdom","Percentage","Fifth quintile","2014","Total","Total","28.3","" +"Zero minutes","Iceland","Percentage","Fifth quintile","2014","Total","Total","21.1","" +"From 1 to 149 minutes","Iceland","Percentage","Fifth quintile","2014","Total","Total","9.8","" +"From 150 to 299 minutes","Iceland","Percentage","Fifth quintile","2014","Total","Total","34.7","" +"300 minutes or over","Iceland","Percentage","Fifth quintile","2014","Total","Total","34.4","" +"Zero minutes","Norway","Percentage","Fifth quintile","2014","Total","Total","18.0","" +"From 1 to 149 minutes","Norway","Percentage","Fifth quintile","2014","Total","Total","16.2","" +"From 150 to 299 minutes","Norway","Percentage","Fifth quintile","2014","Total","Total","24.1","" +"300 minutes or over","Norway","Percentage","Fifth quintile","2014","Total","Total","41.8","" +"Zero minutes","Turkey","Percentage","Fifth quintile","2014","Total","Total","82.0","" +"From 1 to 149 minutes","Turkey","Percentage","Fifth quintile","2014","Total","Total","9.9","" +"From 150 to 299 minutes","Turkey","Percentage","Fifth quintile","2014","Total","Total","4.1","" +"300 minutes or over","Turkey","Percentage","Fifth quintile","2014","Total","Total","4.0","" diff --git a/your-project/Time_physical_income_tquintile.csv b/your-project/Time_physical_income_tquintile.csv new file mode 100644 index 0000000..40a7693 --- /dev/null +++ b/your-project/Time_physical_income_tquintile.csv @@ -0,0 +1,121 @@ +"DURATION","GEO","UNIT","QUANTILE","TIME","SEX","AGE","Value","Flag and Footnotes" +"Zero minutes","European Union - 28 countries","Percentage","Total","2014","Total","Total","48.8","" +"Zero minutes","Bulgaria","Percentage","Total","2014","Total","Total","82.7","" +"Zero minutes","Czechia","Percentage","Total","2014","Total","Total","47.4","" +"Zero minutes","Denmark","Percentage","Total","2014","Total","Total","18.7","" +"Zero minutes","Germany (until 1990 former territory of the FRG)","Percentage","Total","2014","Total","Total","28.8","" +"Zero minutes","Estonia","Percentage","Total","2014","Total","Total","52.3","" +"Zero minutes","Ireland","Percentage","Total","2014","Total","Total","52.5","" +"Zero minutes","Greece","Percentage","Total","2014","Total","Total","74.1","" +"Zero minutes","Spain","Percentage","Total","2014","Total","Total","51.0","" +"Zero minutes","France","Percentage","Total","2014","Total","Total","49.0","" +"Zero minutes","Croatia","Percentage","Total","2014","Total","Total","58.6","" +"Zero minutes","Italy","Percentage","Total","2014","Total","Total","65.0","" +"Zero minutes","Cyprus","Percentage","Total","2014","Total","Total","60.2","" +"Zero minutes","Latvia","Percentage","Total","2014","Total","Total","51.4","" +"Zero minutes","Lithuania","Percentage","Total","2014","Total","Total","63.7","" +"Zero minutes","Luxembourg","Percentage","Total","2014","Total","Total","36.5","" +"Zero minutes","Hungary","Percentage","Total","2014","Total","Total","43.4","" +"Zero minutes","Malta","Percentage","Total","2014","Total","Total","47.3","" +"Zero minutes","Austria","Percentage","Total","2014","Total","Total","25.1","" +"Zero minutes","Poland","Percentage","Total","2014","Total","Total","58.8","" +"Zero minutes","Portugal","Percentage","Total","2014","Total","Total","62.8","" +"Zero minutes","Romania","Percentage","Total","2014","Total","Total","84.4","" +"Zero minutes","Slovenia","Percentage","Total","2014","Total","Total","39.1","" +"Zero minutes","Slovakia","Percentage","Total","2014","Total","Total","47.7","" +"Zero minutes","Finland","Percentage","Total","2014","Total","Total","23.0","" +"Zero minutes","Sweden","Percentage","Total","2014","Total","Total","24.6","" +"Zero minutes","United Kingdom","Percentage","Total","2014","Total","Total","41.2","" +"Zero minutes","Iceland","Percentage","Total","2014","Total","Total","28.0","" +"Zero minutes","Norway","Percentage","Total","2014","Total","Total","26.9","" +"Zero minutes","Turkey","Percentage","Total","2014","Total","Total","88.2","" +"From 1 to 149 minutes","European Union - 28 countries","Percentage","Total","2014","Total","Total","20.4","" +"From 1 to 149 minutes","Bulgaria","Percentage","Total","2014","Total","Total","7.3","" +"From 1 to 149 minutes","Czechia","Percentage","Total","2014","Total","Total","24.2","" +"From 1 to 149 minutes","Denmark","Percentage","Total","2014","Total","Total","26.7","" +"From 1 to 149 minutes","Germany (until 1990 former territory of the FRG)","Percentage","Total","2014","Total","Total","22.9","" +"From 1 to 149 minutes","Estonia","Percentage","Total","2014","Total","Total","24.5","" +"From 1 to 149 minutes","Ireland","Percentage","Total","2014","Total","Total","18.5","" +"From 1 to 149 minutes","Greece","Percentage","Total","2014","Total","Total","9.2","" +"From 1 to 149 minutes","Spain","Percentage","Total","2014","Total","Total","15.0","" +"From 1 to 149 minutes","France","Percentage","Total","2014","Total","Total","26.0","" +"From 1 to 149 minutes","Croatia","Percentage","Total","2014","Total","Total","22.0","" +"From 1 to 149 minutes","Italy","Percentage","Total","2014","Total","Total","16.8","" +"From 1 to 149 minutes","Cyprus","Percentage","Total","2014","Total","Total","14.6","" +"From 1 to 149 minutes","Latvia","Percentage","Total","2014","Total","Total","25.3","" +"From 1 to 149 minutes","Lithuania","Percentage","Total","2014","Total","Total","16.6","" +"From 1 to 149 minutes","Luxembourg","Percentage","Total","2014","Total","Total","21.9","" +"From 1 to 149 minutes","Hungary","Percentage","Total","2014","Total","Total","27.9","" +"From 1 to 149 minutes","Malta","Percentage","Total","2014","Total","Total","17.7","" +"From 1 to 149 minutes","Austria","Percentage","Total","2014","Total","Total","24.6","" +"From 1 to 149 minutes","Poland","Percentage","Total","2014","Total","Total","24.1","" +"From 1 to 149 minutes","Portugal","Percentage","Total","2014","Total","Total","18.8","" +"From 1 to 149 minutes","Romania","Percentage","Total","2014","Total","Total","7.0","" +"From 1 to 149 minutes","Slovenia","Percentage","Total","2014","Total","Total","23.0","" +"From 1 to 149 minutes","Slovakia","Percentage","Total","2014","Total","Total","22.9","" +"From 1 to 149 minutes","Finland","Percentage","Total","2014","Total","Total","22.4","" +"From 1 to 149 minutes","Sweden","Percentage","Total","2014","Total","Total","21.3","" +"From 1 to 149 minutes","United Kingdom","Percentage","Total","2014","Total","Total","21.8","" +"From 1 to 149 minutes","Iceland","Percentage","Total","2014","Total","Total","11.2","" +"From 1 to 149 minutes","Norway","Percentage","Total","2014","Total","Total","16.2","" +"From 1 to 149 minutes","Turkey","Percentage","Total","2014","Total","Total","7.1","" +"From 150 to 299 minutes","European Union - 28 countries","Percentage","Total","2014","Total","Total","14.2","" +"From 150 to 299 minutes","Bulgaria","Percentage","Total","2014","Total","Total","4.5","" +"From 150 to 299 minutes","Czechia","Percentage","Total","2014","Total","Total","14.3","" +"From 150 to 299 minutes","Denmark","Percentage","Total","2014","Total","Total","23.6","" +"From 150 to 299 minutes","Germany (until 1990 former territory of the FRG)","Percentage","Total","2014","Total","Total","21.8","" +"From 150 to 299 minutes","Estonia","Percentage","Total","2014","Total","Total","11.1","" +"From 150 to 299 minutes","Ireland","Percentage","Total","2014","Total","Total","14.6","" +"From 150 to 299 minutes","Greece","Percentage","Total","2014","Total","Total","7.6","" +"From 150 to 299 minutes","Spain","Percentage","Total","2014","Total","Total","12.9","" +"From 150 to 299 minutes","France","Percentage","Total","2014","Total","Total","13.3","" +"From 150 to 299 minutes","Croatia","Percentage","Total","2014","Total","Total","8.8","" +"From 150 to 299 minutes","Italy","Percentage","Total","2014","Total","Total","9.4","" +"From 150 to 299 minutes","Cyprus","Percentage","Total","2014","Total","Total","14.8","" +"From 150 to 299 minutes","Latvia","Percentage","Total","2014","Total","Total","11.5","" +"From 150 to 299 minutes","Lithuania","Percentage","Total","2014","Total","Total","10.8","" +"From 150 to 299 minutes","Luxembourg","Percentage","Total","2014","Total","Total","19.7","" +"From 150 to 299 minutes","Hungary","Percentage","Total","2014","Total","Total","11.8","" +"From 150 to 299 minutes","Malta","Percentage","Total","2014","Total","Total","15.5","" +"From 150 to 299 minutes","Austria","Percentage","Total","2014","Total","Total","21.0","" +"From 150 to 299 minutes","Poland","Percentage","Total","2014","Total","Total","9.0","" +"From 150 to 299 minutes","Portugal","Percentage","Total","2014","Total","Total","9.2","" +"From 150 to 299 minutes","Romania","Percentage","Total","2014","Total","Total","4.6","" +"From 150 to 299 minutes","Slovenia","Percentage","Total","2014","Total","Total","15.5","" +"From 150 to 299 minutes","Slovakia","Percentage","Total","2014","Total","Total","14.0","" +"From 150 to 299 minutes","Finland","Percentage","Total","2014","Total","Total","26.4","" +"From 150 to 299 minutes","Sweden","Percentage","Total","2014","Total","Total","23.4","" +"From 150 to 299 minutes","United Kingdom","Percentage","Total","2014","Total","Total","16.3","" +"From 150 to 299 minutes","Iceland","Percentage","Total","2014","Total","Total","30.6","" +"From 150 to 299 minutes","Norway","Percentage","Total","2014","Total","Total","20.8","" +"From 150 to 299 minutes","Turkey","Percentage","Total","2014","Total","Total","2.2","" +"300 minutes or over","European Union - 28 countries","Percentage","Total","2014","Total","Total","16.6","" +"300 minutes or over","Bulgaria","Percentage","Total","2014","Total","Total","5.5","" +"300 minutes or over","Czechia","Percentage","Total","2014","Total","Total","14.1","" +"300 minutes or over","Denmark","Percentage","Total","2014","Total","Total","31.0","" +"300 minutes or over","Germany (until 1990 former territory of the FRG)","Percentage","Total","2014","Total","Total","26.4","" +"300 minutes or over","Estonia","Percentage","Total","2014","Total","Total","12.1","" +"300 minutes or over","Ireland","Percentage","Total","2014","Total","Total","14.5","" +"300 minutes or over","Greece","Percentage","Total","2014","Total","Total","9.1","" +"300 minutes or over","Spain","Percentage","Total","2014","Total","Total","21.1","" +"300 minutes or over","France","Percentage","Total","2014","Total","Total","11.7","" +"300 minutes or over","Croatia","Percentage","Total","2014","Total","Total","10.6","" +"300 minutes or over","Italy","Percentage","Total","2014","Total","Total","8.9","" +"300 minutes or over","Cyprus","Percentage","Total","2014","Total","Total","10.4","" +"300 minutes or over","Latvia","Percentage","Total","2014","Total","Total","11.8","" +"300 minutes or over","Lithuania","Percentage","Total","2014","Total","Total","8.9","" +"300 minutes or over","Luxembourg","Percentage","Total","2014","Total","Total","21.9","" +"300 minutes or over","Hungary","Percentage","Total","2014","Total","Total","16.8","" +"300 minutes or over","Malta","Percentage","Total","2014","Total","Total","19.4","" +"300 minutes or over","Austria","Percentage","Total","2014","Total","Total","29.4","" +"300 minutes or over","Poland","Percentage","Total","2014","Total","Total","8.1","" +"300 minutes or over","Portugal","Percentage","Total","2014","Total","Total","9.3","" +"300 minutes or over","Romania","Percentage","Total","2014","Total","Total","4.0","" +"300 minutes or over","Slovenia","Percentage","Total","2014","Total","Total","22.4","" +"300 minutes or over","Slovakia","Percentage","Total","2014","Total","Total","15.4","" +"300 minutes or over","Finland","Percentage","Total","2014","Total","Total","28.2","" +"300 minutes or over","Sweden","Percentage","Total","2014","Total","Total","30.7","" +"300 minutes or over","United Kingdom","Percentage","Total","2014","Total","Total","20.7","" +"300 minutes or over","Iceland","Percentage","Total","2014","Total","Total","30.2","" +"300 minutes or over","Norway","Percentage","Total","2014","Total","Total","36.1","" +"300 minutes or over","Turkey","Percentage","Total","2014","Total","Total","2.4","" diff --git a/your-project/estat_tps000_filtered.csv b/your-project/estat_tps000_filtered.csv new file mode 100644 index 0000000..9e1b7bc --- /dev/null +++ b/your-project/estat_tps000_filtered.csv @@ -0,0 +1,35 @@ +freq;unit;sex;age;icd10;geo\TIME_PERIOD,2014 +A;RT;T;TOTAL;F10;AT,5.39 +A;RT;T;TOTAL;F10;BE,3.52 +A;RT;T;TOTAL;F10;BG,0.34 +A;RT;T;TOTAL;F10;CH,2.78 +A;RT;T;TOTAL;F10;CY,0.73 +A;RT;T;TOTAL;F10;CZ,1.15 +A;RT;T;TOTAL;F10;DE,5.83 +A;RT;T;TOTAL;F10;DK,11.49 +A;RT;T;TOTAL;F10;EE,4.51 +A;RT;T;TOTAL;F10;EL,0.12 +A;RT;T;TOTAL;F10;ES,0.59 +A;RT;T;TOTAL;F10;EU28,2.82 +A;RT;T;TOTAL;F10;FI,4.15 +A;RT;T;TOTAL;F10;FR,4.06 +A;RT;T;TOTAL;F10;HR,5.29 +A;RT;T;TOTAL;F10;HU,3.72 +A;RT;T;TOTAL;F10;IE,0.32 +A;RT;T;TOTAL;F10;IS,0.35 +A;RT;T;TOTAL;F10;IT,0.32 +A;RT;T;TOTAL;F10;LT,0.91 +A;RT;T;TOTAL;F10;LU,4.89 +A;RT;T;TOTAL;F10;LV,6.79 +A;RT;T;TOTAL;F10;MT,0.39 +A;RT;T;TOTAL;F10;NL,2.6 +A;RT;T;TOTAL;F10;NO,3.31 +A;RT;T;TOTAL;F10;PL,3.55 +A;RT;T;TOTAL;F10;PT,0.83 +A;RT;T;TOTAL;F10;RO,1.44 +A;RT;T;TOTAL;F10;RS,3.79 +A;RT;T;TOTAL;F10;SE,2.38 +A;RT;T;TOTAL;F10;SI,9.67 +A;RT;T;TOTAL;F10;SK,2.97 +A;RT;T;TOTAL;F10;TR,0.05 d +A;RT;T;TOTAL;F10;UK,1.3 diff --git a/your-project/hlth_cd_asdr_Data.csv b/your-project/hlth_cd_asdr_Data.csv new file mode 100644 index 0000000..b88a7e7 --- /dev/null +++ b/your-project/hlth_cd_asdr_Data.csv @@ -0,0 +1,36 @@ +"TIME","GEO","UNIT","SEX","AGE","ICD10","Value","Flag and Footnotes" +"2014","Denmark","Rate","Total","Total","Mental and behavioural disorders due to use of alcohol","11.49","" +"2014","Slovenia","Rate","Total","Total","Mental and behavioural disorders due to use of alcohol","9.67","" +"2014","Latvia","Rate","Total","Total","Mental and behavioural disorders due to use of alcohol","6.79","" +"2014","Germany (until 1990 former territory of the FRG)","Rate","Total","Total","Mental and behavioural disorders due to use of alcohol","5.83","" +"2014","Austria","Rate","Total","Total","Mental and behavioural disorders due to use of alcohol","5.39","" +"2014","Croatia","Rate","Total","Total","Mental and behavioural disorders due to use of alcohol","5.29","" +"2014","Luxembourg","Rate","Total","Total","Mental and behavioural disorders due to use of alcohol","4.89","" +"2014","Estonia","Rate","Total","Total","Mental and behavioural disorders due to use of alcohol","4.51","" +"2014","Finland","Rate","Total","Total","Mental and behavioural disorders due to use of alcohol","4.15","" +"2014","France","Rate","Total","Total","Mental and behavioural disorders due to use of alcohol","4.06","" +"2014","Serbia","Rate","Total","Total","Mental and behavioural disorders due to use of alcohol","3.79","" +"2014","Hungary","Rate","Total","Total","Mental and behavioural disorders due to use of alcohol","3.72","" +"2014","Poland","Rate","Total","Total","Mental and behavioural disorders due to use of alcohol","3.55","" +"2014","Belgium","Rate","Total","Total","Mental and behavioural disorders due to use of alcohol","3.52","" +"2014","Norway","Rate","Total","Total","Mental and behavioural disorders due to use of alcohol","3.31","" +"2014","Slovakia","Rate","Total","Total","Mental and behavioural disorders due to use of alcohol","2.97","" +"2014","European Union - 28 countries","Rate","Total","Total","Mental and behavioural disorders due to use of alcohol","2.82","" +"2014","Switzerland","Rate","Total","Total","Mental and behavioural disorders due to use of alcohol","2.78","" +"2014","Netherlands","Rate","Total","Total","Mental and behavioural disorders due to use of alcohol","2.6","" +"2014","Sweden","Rate","Total","Total","Mental and behavioural disorders due to use of alcohol","2.38","" +"2014","Romania","Rate","Total","Total","Mental and behavioural disorders due to use of alcohol","1.44","" +"2014","United Kingdom","Rate","Total","Total","Mental and behavioural disorders due to use of alcohol","1.3","" +"2014","Czechia","Rate","Total","Total","Mental and behavioural disorders due to use of alcohol","1.15","" +"2014","Lithuania","Rate","Total","Total","Mental and behavioural disorders due to use of alcohol","0.91","" +"2014","Portugal","Rate","Total","Total","Mental and behavioural disorders due to use of alcohol","0.83","" +"2014","Cyprus","Rate","Total","Total","Mental and behavioural disorders due to use of alcohol","0.73","" +"2014","Spain","Rate","Total","Total","Mental and behavioural disorders due to use of alcohol","0.59","" +"2014","Malta","Rate","Total","Total","Mental and behavioural disorders due to use of alcohol","0.39","" +"2014","Iceland","Rate","Total","Total","Mental and behavioural disorders due to use of alcohol","0.35","" +"2014","Bulgaria","Rate","Total","Total","Mental and behavioural disorders due to use of alcohol","0.34","" +"2014","Ireland","Rate","Total","Total","Mental and behavioural disorders due to use of alcohol","0.32","" +"2014","Italy","Rate","Total","Total","Mental and behavioural disorders due to use of alcohol","0.32","" +"2014","Greece","Rate","Total","Total","Mental and behavioural disorders due to use of alcohol","0.12","" +"2014","Turkey","Rate","Total","Total","Mental and behavioural disorders due to use of alcohol","0.05","d" +"2014","Liechtenstein","Rate","Total","Total","Mental and behavioural disorders due to use of alcohol",":","" diff --git a/your-project/hlth_ehis_aleData.csv b/your-project/hlth_ehis_aleData.csv new file mode 100644 index 0000000..51c5532 --- /dev/null +++ b/your-project/hlth_ehis_aleData.csv @@ -0,0 +1,61 @@ +"FREQUENC","GEO","UNIT","TIME","ISCED11","SEX","AGE","Value","Flag and Footnotes" +"At least once a week","European Union - 28 countries","Percentage","2014","All ISCED 2011 levels ","Total","Total","5.5","e" +"At least once a week","Belgium","Percentage","2014","All ISCED 2011 levels ","Total","Total","8.5","u" +"At least once a week","Bulgaria","Percentage","2014","All ISCED 2011 levels ","Total","Total","2.1","" +"At least once a week","Czechia","Percentage","2014","All ISCED 2011 levels ","Total","Total","2.1","" +"At least once a week","Denmark","Percentage","2014","All ISCED 2011 levels ","Total","Total","9.5","" +"At least once a week","Germany (until 1990 former territory of the FRG)","Percentage","2014","All ISCED 2011 levels ","Total","Total","9.3","" +"At least once a week","Estonia","Percentage","2014","All ISCED 2011 levels ","Total","Total","5.2","u" +"At least once a week","Ireland","Percentage","2014","All ISCED 2011 levels ","Total","Total","13.3","" +"At least once a week","Greece","Percentage","2014","All ISCED 2011 levels ","Total","Total","1.4","" +"At least once a week","Spain","Percentage","2014","All ISCED 2011 levels ","Total","Total","2.6","" +"At least once a week","Croatia","Percentage","2014","All ISCED 2011 levels ","Total","Total","1.8","" +"At least once a week","Italy","Percentage","2014","All ISCED 2011 levels ","Total","Total","1.0","d" +"At least once a week","Cyprus","Percentage","2014","All ISCED 2011 levels ","Total","Total","0.7","" +"At least once a week","Latvia","Percentage","2014","All ISCED 2011 levels ","Total","Total","0.9","" +"At least once a week","Lithuania","Percentage","2014","All ISCED 2011 levels ","Total","Total","2.7","" +"At least once a week","Luxembourg","Percentage","2014","All ISCED 2011 levels ","Total","Total","11.2","" +"At least once a week","Hungary","Percentage","2014","All ISCED 2011 levels ","Total","Total","2.1","" +"At least once a week","Malta","Percentage","2014","All ISCED 2011 levels ","Total","Total","7.4","" +"At least once a week","Austria","Percentage","2014","All ISCED 2011 levels ","Total","Total","2.4","" +"At least once a week","Poland","Percentage","2014","All ISCED 2011 levels ","Total","Total","2.8","" +"At least once a week","Portugal","Percentage","2014","All ISCED 2011 levels ","Total","Total","2.5","" +"At least once a week","Romania","Percentage","2014","All ISCED 2011 levels ","Total","Total","10.6","" +"At least once a week","Slovenia","Percentage","2014","All ISCED 2011 levels ","Total","Total","3.3","" +"At least once a week","Slovakia","Percentage","2014","All ISCED 2011 levels ","Total","Total","1.4","" +"At least once a week","Finland","Percentage","2014","All ISCED 2011 levels ","Total","Total","11.0","" +"At least once a week","Sweden","Percentage","2014","All ISCED 2011 levels ","Total","Total","4.2","" +"At least once a week","United Kingdom","Percentage","2014","All ISCED 2011 levels ","Total","Total","9.7","" +"At least once a week","Iceland","Percentage","2014","All ISCED 2011 levels ","Total","Total","2.1","" +"At least once a week","Norway","Percentage","2014","All ISCED 2011 levels ","Total","Total","2.3","" +"At least once a week","Turkey","Percentage","2014","All ISCED 2011 levels ","Total","Total","1.4","" +"Every month","European Union - 28 countries","Percentage","2014","All ISCED 2011 levels ","Total","Total","14.4","e" +"Every month","Belgium","Percentage","2014","All ISCED 2011 levels ","Total","Total","19.0","u" +"Every month","Bulgaria","Percentage","2014","All ISCED 2011 levels ","Total","Total","15.0","" +"Every month","Czechia","Percentage","2014","All ISCED 2011 levels ","Total","Total","12.8","" +"Every month","Denmark","Percentage","2014","All ISCED 2011 levels ","Total","Total","27.9","" +"Every month","Germany (until 1990 former territory of the FRG)","Percentage","2014","All ISCED 2011 levels ","Total","Total","23.7","" +"Every month","Estonia","Percentage","2014","All ISCED 2011 levels ","Total","Total","18.1","u" +"Every month","Ireland","Percentage","2014","All ISCED 2011 levels ","Total","Total","18.9","" +"Every month","Greece","Percentage","2014","All ISCED 2011 levels ","Total","Total","8.9","" +"Every month","Spain","Percentage","2014","All ISCED 2011 levels ","Total","Total","6.7","" +"Every month","Croatia","Percentage","2014","All ISCED 2011 levels ","Total","Total","9.1","" +"Every month","Italy","Percentage","2014","All ISCED 2011 levels ","Total","Total","5.6","d" +"Every month","Cyprus","Percentage","2014","All ISCED 2011 levels ","Total","Total","4.5","" +"Every month","Latvia","Percentage","2014","All ISCED 2011 levels ","Total","Total","18.3","" +"Every month","Lithuania","Percentage","2014","All ISCED 2011 levels ","Total","Total","17.4","" +"Every month","Luxembourg","Percentage","2014","All ISCED 2011 levels ","Total","Total","23.3","" +"Every month","Hungary","Percentage","2014","All ISCED 2011 levels ","Total","Total","6.2","" +"Every month","Malta","Percentage","2014","All ISCED 2011 levels ","Total","Total","11.8","" +"Every month","Austria","Percentage","2014","All ISCED 2011 levels ","Total","Total","16.3","" +"Every month","Poland","Percentage","2014","All ISCED 2011 levels ","Total","Total","14.6","" +"Every month","Portugal","Percentage","2014","All ISCED 2011 levels ","Total","Total","7.7","" +"Every month","Romania","Percentage","2014","All ISCED 2011 levels ","Total","Total","24.3","" +"Every month","Slovenia","Percentage","2014","All ISCED 2011 levels ","Total","Total","15.7","" +"Every month","Slovakia","Percentage","2014","All ISCED 2011 levels ","Total","Total","11.4","" +"Every month","Finland","Percentage","2014","All ISCED 2011 levels ","Total","Total","22.9","" +"Every month","Sweden","Percentage","2014","All ISCED 2011 levels ","Total","Total","16.2","" +"Every month","United Kingdom","Percentage","2014","All ISCED 2011 levels ","Total","Total","12.4","" +"Every month","Iceland","Percentage","2014","All ISCED 2011 levels ","Total","Total","23.6","" +"Every month","Norway","Percentage","2014","All ISCED 2011 levels ","Total","Total","41.7","" +"Every month","Turkey","Percentage","2014","All ISCED 2011 levels ","Total","Total","2.9","" diff --git a/your-project/ilc_di11_1_Data.csv b/your-project/ilc_di11_1_Data.csv new file mode 100644 index 0000000..2ea9cc6 --- /dev/null +++ b/your-project/ilc_di11_1_Data.csv @@ -0,0 +1,36 @@ +"TIME","GEO","INDIC_IL","AGE","SEX","Value","Flag and Footnotes" +"2014","European Union - 28 countries","Inequality of income distribution (income quintile share ratio)","Total","Total","5.2","" +"2014","Belgium","Inequality of income distribution (income quintile share ratio)","Total","Total","3.8","" +"2014","Bulgaria","Inequality of income distribution (income quintile share ratio)","Total","Total","6.8","" +"2014","Czechia","Inequality of income distribution (income quintile share ratio)","Total","Total","3.5","" +"2014","Denmark","Inequality of income distribution (income quintile share ratio)","Total","Total","4.1","" +"2014","Germany (until 1990 former territory of the FRG)","Inequality of income distribution (income quintile share ratio)","Total","Total","5.1","" +"2014","Estonia","Inequality of income distribution (income quintile share ratio)","Total","Total","6.5","b" +"2014","Ireland","Inequality of income distribution (income quintile share ratio)","Total","Total","4.9","" +"2014","Greece","Inequality of income distribution (income quintile share ratio)","Total","Total","6.5","" +"2014","Spain","Inequality of income distribution (income quintile share ratio)","Total","Total","6.8","" +"2014","France","Inequality of income distribution (income quintile share ratio)","Total","Total","4.3","" +"2014","Croatia","Inequality of income distribution (income quintile share ratio)","Total","Total","5.1","" +"2014","Italy","Inequality of income distribution (income quintile share ratio)","Total","Total","5.8","" +"2014","Cyprus","Inequality of income distribution (income quintile share ratio)","Total","Total","5.4","" +"2014","Latvia","Inequality of income distribution (income quintile share ratio)","Total","Total","6.5","" +"2014","Lithuania","Inequality of income distribution (income quintile share ratio)","Total","Total","6.1","" +"2014","Luxembourg","Inequality of income distribution (income quintile share ratio)","Total","Total","4.4","" +"2014","Hungary","Inequality of income distribution (income quintile share ratio)","Total","Total","4.3","" +"2014","Malta","Inequality of income distribution (income quintile share ratio)","Total","Total","4.0","" +"2014","Netherlands","Inequality of income distribution (income quintile share ratio)","Total","Total","3.8","" +"2014","Austria","Inequality of income distribution (income quintile share ratio)","Total","Total","4.1","" +"2014","Poland","Inequality of income distribution (income quintile share ratio)","Total","Total","4.9","" +"2014","Portugal","Inequality of income distribution (income quintile share ratio)","Total","Total","6.2","" +"2014","Romania","Inequality of income distribution (income quintile share ratio)","Total","Total","7.2","" +"2014","Slovenia","Inequality of income distribution (income quintile share ratio)","Total","Total","3.7","" +"2014","Slovakia","Inequality of income distribution (income quintile share ratio)","Total","Total","3.9","" +"2014","Finland","Inequality of income distribution (income quintile share ratio)","Total","Total","3.6","" +"2014","Sweden","Inequality of income distribution (income quintile share ratio)","Total","Total","4.2","" +"2014","United Kingdom","Inequality of income distribution (income quintile share ratio)","Total","Total","5.1","" +"2014","Iceland","Inequality of income distribution (income quintile share ratio)","Total","Total","3.1","" +"2014","Norway","Inequality of income distribution (income quintile share ratio)","Total","Total","3.4","" +"2014","Switzerland","Inequality of income distribution (income quintile share ratio)","Total","Total","4.4","b" +"2014","North Macedonia","Inequality of income distribution (income quintile share ratio)","Total","Total","7.2","" +"2014","Serbia","Inequality of income distribution (income quintile share ratio)","Total","Total","9.4","" +"2014","Turkey","Inequality of income distribution (income quintile share ratio)","Total","Total","8.3","" diff --git a/your-project/quintile_share_ratio.csv b/your-project/quintile_share_ratio.csv new file mode 100644 index 0000000..0cb45bb --- /dev/null +++ b/your-project/quintile_share_ratio.csv @@ -0,0 +1,71 @@ +"TIME","GEO","INDIC_IL","AGE","SEX","Value","Flag and Footnotes" +"2017","Austria","Inequality of income distribution (income quintile share ratio)","Total","Total","4.3","" +"2017","Belgium","Inequality of income distribution (income quintile share ratio)","Total","Total","3.8","" +"2017","Bulgaria","Inequality of income distribution (income quintile share ratio)","Total","Total","8.2","" +"2017","Switzerland","Inequality of income distribution (income quintile share ratio)","Total","Total","4.6","" +"2017","Cyprus","Inequality of income distribution (income quintile share ratio)","Total","Total","4.6","" +"2017","Czechia","Inequality of income distribution (income quintile share ratio)","Total","Total","3.4","" +"2017","Germany (until 1990 former territory of the FRG)","Inequality of income distribution (income quintile share ratio)","Total","Total","4.5","" +"2017","Denmark","Inequality of income distribution (income quintile share ratio)","Total","Total","4.1","" +"2017","Estonia","Inequality of income distribution (income quintile share ratio)","Total","Total","5.4","" +"2017","Greece","Inequality of income distribution (income quintile share ratio)","Total","Total","6.1","" +"2017","Spain","Inequality of income distribution (income quintile share ratio)","Total","Total","6.6","" +"2017","European Union - 28 countries","Inequality of income distribution (income quintile share ratio)","Total","Total","5.1","" +"2017","Finland","Inequality of income distribution (income quintile share ratio)","Total","Total","3.5","" +"2017","France","Inequality of income distribution (income quintile share ratio)","Total","Total","4.4","" +"2017","Croatia","Inequality of income distribution (income quintile share ratio)","Total","Total","5.0","" +"2017","Hungary","Inequality of income distribution (income quintile share ratio)","Total","Total","4.3","" +"2017","Ireland","Inequality of income distribution (income quintile share ratio)","Total","Total","4.6","" +"2017","Iceland","Inequality of income distribution (income quintile share ratio)","Total","Total",":","" +"2017","Italy","Inequality of income distribution (income quintile share ratio)","Total","Total","5.9","" +"2017","Lithuania","Inequality of income distribution (income quintile share ratio)","Total","Total","7.3","" +"2017","Luxembourg","Inequality of income distribution (income quintile share ratio)","Total","Total","5.0","" +"2017","Latvia","Inequality of income distribution (income quintile share ratio)","Total","Total","6.3","" +"2017","North Macedonia","Inequality of income distribution (income quintile share ratio)","Total","Total","6.4","" +"2017","Malta","Inequality of income distribution (income quintile share ratio)","Total","Total","4.2","" +"2017","Netherlands","Inequality of income distribution (income quintile share ratio)","Total","Total","4.0","" +"2017","Norway","Inequality of income distribution (income quintile share ratio)","Total","Total","3.9","" +"2017","Poland","Inequality of income distribution (income quintile share ratio)","Total","Total","4.6","" +"2017","Portugal","Inequality of income distribution (income quintile share ratio)","Total","Total","5.7","" +"2017","Romania","Inequality of income distribution (income quintile share ratio)","Total","Total","6.5","" +"2017","Serbia","Inequality of income distribution (income quintile share ratio)","Total","Total","9.4","" +"2017","Sweden","Inequality of income distribution (income quintile share ratio)","Total","Total","4.3","" +"2017","Slovenia","Inequality of income distribution (income quintile share ratio)","Total","Total","3.4","" +"2017","Slovakia","Inequality of income distribution (income quintile share ratio)","Total","Total","3.5","" +"2017","Turkey","Inequality of income distribution (income quintile share ratio)","Total","Total","8.7","" +"2017","United Kingdom","Inequality of income distribution (income quintile share ratio)","Total","Total","5.4","b" +"2018","Austria","Inequality of income distribution (income quintile share ratio)","Total","Total","4.0","" +"2018","Belgium","Inequality of income distribution (income quintile share ratio)","Total","Total","3.78","" +"2018","Bulgaria","Inequality of income distribution (income quintile share ratio)","Total","Total","7.66","" +"2018","Switzerland","Inequality of income distribution (income quintile share ratio)","Total","Total",":","" +"2018","Cyprus","Inequality of income distribution (income quintile share ratio)","Total","Total",":","" +"2018","Czechia","Inequality of income distribution (income quintile share ratio)","Total","Total","3.3","" +"2018","Germany (until 1990 former territory of the FRG)","Inequality of income distribution (income quintile share ratio)","Total","Total",":","" +"2018","Denmark","Inequality of income distribution (income quintile share ratio)","Total","Total","4.11","p" +"2018","Estonia","Inequality of income distribution (income quintile share ratio)","Total","Total","5.07","" +"2018","Greece","Inequality of income distribution (income quintile share ratio)","Total","Total","5.51","" +"2018","Spain","Inequality of income distribution (income quintile share ratio)","Total","Total","6.03","" +"2018","European Union - 28 countries","Inequality of income distribution (income quintile share ratio)","Total","Total",":","" +"2018","Finland","Inequality of income distribution (income quintile share ratio)","Total","Total","3.6","" +"2018","France","Inequality of income distribution (income quintile share ratio)","Total","Total",":","" +"2018","Croatia","Inequality of income distribution (income quintile share ratio)","Total","Total","5.00","p" +"2018","Hungary","Inequality of income distribution (income quintile share ratio)","Total","Total","4.4","" +"2018","Ireland","Inequality of income distribution (income quintile share ratio)","Total","Total",":","" +"2018","Iceland","Inequality of income distribution (income quintile share ratio)","Total","Total",":","" +"2018","Italy","Inequality of income distribution (income quintile share ratio)","Total","Total","6.09","" +"2018","Lithuania","Inequality of income distribution (income quintile share ratio)","Total","Total","7.09","" +"2018","Luxembourg","Inequality of income distribution (income quintile share ratio)","Total","Total",":","" +"2018","Latvia","Inequality of income distribution (income quintile share ratio)","Total","Total","6.8","" +"2018","North Macedonia","Inequality of income distribution (income quintile share ratio)","Total","Total",":","" +"2018","Malta","Inequality of income distribution (income quintile share ratio)","Total","Total","4.28","" +"2018","Netherlands","Inequality of income distribution (income quintile share ratio)","Total","Total","3.99","p" +"2018","Norway","Inequality of income distribution (income quintile share ratio)","Total","Total","3.71","" +"2018","Poland","Inequality of income distribution (income quintile share ratio)","Total","Total","4.25","" +"2018","Portugal","Inequality of income distribution (income quintile share ratio)","Total","Total","5.22","" +"2018","Romania","Inequality of income distribution (income quintile share ratio)","Total","Total","7.2","" +"2018","Serbia","Inequality of income distribution (income quintile share ratio)","Total","Total",":","" +"2018","Sweden","Inequality of income distribution (income quintile share ratio)","Total","Total","4.13","" +"2018","Slovenia","Inequality of income distribution (income quintile share ratio)","Total","Total","3.4","" +"2018","Slovakia","Inequality of income distribution (income quintile share ratio)","Total","Total",":","" +"2018","Turkey","Inequality of income distribution (income quintile share ratio)","Total","Total",":","" +"2018","United Kingdom","Inequality of income distribution (income quintile share ratio)","Total","Total",":","" diff --git a/your-project/worldcities.csv b/your-project/worldcities.csv new file mode 100644 index 0000000..0dedcd3 --- /dev/null +++ b/your-project/worldcities.csv @@ -0,0 +1,12960 @@ +"city","city_ascii","lat","lng","country","iso2","iso3","admin_name","capital","population","id" +"Malishevë","Malisheve","42.4822","20.7458","Kosovo","XK","XKS","Malishevë","admin","","1901597212" +"Prizren","Prizren","42.2139","20.7397","Kosovo","XK","XKS","Prizren","admin","","1901360309" +"Zubin Potok","Zubin Potok","42.9144","20.6897","Kosovo","XK","XKS","Zubin Potok","admin","","1901608808" +"Kamenicë","Kamenice","42.5781","21.5803","Kosovo","XK","XKS","Kamenicë","admin","","1901851592" +"Viti","Viti","42.3214","21.3583","Kosovo","XK","XKS","Viti","admin","","1901328795" +"Shtërpcë","Shterpce","42.2394","21.0272","Kosovo","XK","XKS","Shtërpcë","admin","","1901828239" +"Shtime","Shtime","42.4331","21.0397","Kosovo","XK","XKS","Shtime","admin","","1901598505" +"Vushtrri","Vushtrri","42.8231","20.9675","Kosovo","XK","XKS","Vushtrri","admin","","1901107642" +"Dragash","Dragash","42.0265","20.6533","Kosovo","XK","XKS","Dragash","admin","","1901112530" +"Podujevë","Podujeve","42.9111","21.1899","Kosovo","XK","XKS","Podujevë","admin","","1901550082" +"Fushë Kosovë","Fushe Kosove","42.6639","21.0961","Kosovo","XK","XKS","Fushë Kosovë","admin","","1901134407" +"Kaçanik","Kacanik","42.2319","21.2594","Kosovo","XK","XKS","Kaçanik","admin","","1901200321" +"Klinë","Kline","42.6217","20.5778","Kosovo","XK","XKS","Klinë","admin","","1901230162" +"Leposaviq","Leposaviq","43.1039","20.8028","Kosovo","XK","XKS","Leposaviq","admin","","1901974597" +"Pejë","Peje","42.6600","20.2922","Kosovo","XK","XKS","Pejë","admin","","1901339694" +"Rahovec","Rahovec","42.3994","20.6547","Kosovo","XK","XKS","Rahovec","admin","","1901336358" +"Gjilan","Gjilan","42.4689","21.4633","Kosovo","XK","XKS","Gjilan","admin","","1901235642" +"Lipjan","Lipjan","42.5217","21.1258","Kosovo","XK","XKS","Lipjan","admin","","1901682048" +"Obiliq","Obiliq","42.6869","21.0703","Kosovo","XK","XKS","Obiliq","admin","","1901102771" +"Gjakovë","Gjakove","42.3803","20.4308","Kosovo","XK","XKS","Gjakovë","admin","","1901089874" +"Pristina","Pristina","42.6666","21.1724","Kosovo","XK","XKS","Prishtinë","primary","","1901760068" +"Deçan","Decan","42.5378","20.2911","Kosovo","XK","XKS","Deçan","admin","","1901189818" +"Istog","Istog","42.7808","20.4875","Kosovo","XK","XKS","Istog","admin","","1901248770" +"Hani i Elezit","Hani i Elezit","42.1500","21.2967","Kosovo","XK","XKS","Hani i Elezit","admin","","1901964789" +"Junik","Junik","42.4758","20.2772","Kosovo","XK","XKS","Junik","admin","","1901930204" +"Kllokot","Kllokot","42.3714","21.3744","Kosovo","XK","XKS","Kllokot","admin","","1901445768" +"Mamushë","Mamushe","42.3308","20.7269","Kosovo","XK","XKS","Mamushë","admin","","1901042958" +"Partesh","Partesh","42.4019","21.4336","Kosovo","XK","XKS","Partesh","admin","","1901909986" +"Ranillug","Ranillug","42.4922","21.5989","Kosovo","XK","XKS","Ranillug","admin","","1901029901" +"Ferizaj","Ferizaj","42.3706","21.1553","Kosovo","XK","XKS","Ferizaj","admin","","1901875540" +"Zveçan","Zvecan","42.9075","20.8403","Kosovo","XK","XKS","Zveçan","admin","","1901208362" +"Suharekë","Suhareke","42.3586","20.8250","Kosovo","XK","XKS","Suharekë","admin","","1901918563" +"Gllogovc","Gllogovc","42.6283","20.8939","Kosovo","XK","XKS","Gllogovc","admin","","1901031751" +"Mitrovicë","Mitrovice","42.8833","20.8667","Kosovo","XK","XKS","","admin","","1901138430" +"Skenderaj","Skenderaj","42.7467","20.7886","Kosovo","XK","XKS","Skenderaj ","admin","","1901259570" +"Novobërdë","Novoberde","42.6178","21.4197","Kosovo","XK","XKS","Novobërdë","admin","","1901684676" +"Graçanicë","Gracanice","42.6011","21.1958","Kosovo","XK","XKS","Graçanicë","admin","","1901753443" +"Longyearbyen","Longyearbyen","78.2167","15.6333","Svalbard","XR","XSV","","primary","","1930654114" +"Al Quds","Al Quds","31.7764","35.2269","West Bank","XW","XWB","","primary","","1934000006" +"Sanaa","Sanaa","15.3547","44.2066","Yemen","YE","YEM","Amānat al ‘Āşimah","primary","2008000","1887750814" +"Marib","Marib","15.4210","45.3340","Yemen","YE","YEM","Ma’rib","admin","16794","1887153216" +"Al Jabīn","Al Jabin","14.7040","43.5990","Yemen","YE","YEM","Raymah","admin","","1887910100" +"Hajjah","Hajjah","15.6917","43.6021","Yemen","YE","YEM","Ḩajjah","admin","208287","1887522445" +"Ibb","Ibb","13.9759","44.1709","Yemen","YE","YEM","Ibb","admin","234837","1887321491" +"Al Hudaydah","Al Hudaydah","14.7979","42.9530","Yemen","YE","YEM","Al Ḩudaydah","admin","780000","1887984890" +"Lahij","Lahij","13.0582","44.8838","Yemen","YE","YEM","Laḩij","admin","66288","1887871834" +"Al Maḩwīt","Al Mahwit","15.4701","43.5448","Yemen","YE","YEM","Al Maḩwīt","admin","","1887764813" +"Taizz","Taizz","13.6045","44.0394","Yemen","YE","YEM","Ta‘izz","admin","751000","1887324526" +"Sadah","Sadah","16.9398","43.8498","Yemen","YE","YEM","Şa‘dah","admin","105542","1887513055" +"Dhamar","Dhamar","14.5575","44.3875","Yemen","YE","YEM","Dhamār","admin","191259","1887135215" +"‘Amrān","`Amran","15.6594","43.9439","Yemen","YE","YEM","‘Amrān","admin","","1887433410" +"Aḑ Ḑāli‘","Ad Dali`","13.6957","44.7314","Yemen","YE","YEM","Aḑ Ḑāli‘","admin","","1887607369" +"Saywun","Saywun","15.9430","48.7873","Yemen","YE","YEM","Ḩaḑramawt","minor","68747","1887142998" +"Al Bayda","Al Bayda","13.9790","45.5740","Yemen","YE","YEM","Al Bayḑā’","admin","37821","1887788283" +"Zinjibār","Zinjibar","13.1287","45.3807","Yemen","YE","YEM","Abyan","admin","","1887645956" +"Rida","Rida","14.4295","44.8341","Yemen","YE","YEM","Al Bayḑā’","minor","45233","1887090855" +"'Ataq","'Ataq","14.5500","46.8000","Yemen","YE","YEM","Shabwah","admin","37315","1887172893" +"Al Ghaydah","Al Ghaydah","16.2394","52.1638","Yemen","YE","YEM","Al Mahrah","admin","27404","1887000479" +"Sayhut","Sayhut","15.2105","51.2454","Yemen","YE","YEM","Al Mahrah","minor","189","1887613470" +"Al Mukalla","Al Mukalla","14.5412","49.1259","Yemen","YE","YEM","Ḩaḑramawt","admin","258132","1887202594" +"Al Ḩazm","Al Hazm","16.1641","44.7769","Yemen","YE","YEM","Al Jawf","admin","","1887549671" +"Zabīd","Zabid","14.1951","43.3155","Yemen","YE","YEM","Al Ḩudaydah","minor","152504","1887877995" +"Aden","Aden","12.7797","45.0095","Yemen","YE","YEM","‘Adan","admin","1000000","1887867886" +"Hadiboh","Hadiboh","12.6519","54.0239","Yemen","YE","YEM","Arkhabīl Suquţrá","admin","11396","1887452377" +"Ash Shihr","Ash Shihr","14.7593","49.6092","Yemen","YE","YEM","Ḩaḑramawt","minor","54274","1887657562" +"Dzaoudzi","Dzaoudzi","-12.7871","45.2750","Mayotte","YT","MYT","","admin","32057","1175099654" +"Lebowakgomo","Lebowakgomo","-24.1996","29.5000","South Africa","ZA","ZAF","Limpopo","","33308","1710999076" +"Potchefstroom","Potchefstroom","-26.6996","27.1000","South Africa","ZA","ZAF","North West","","123669","1710838885" +"Graaff Reinet","Graaff Reinet","-32.3000","24.5400","South Africa","ZA","ZAF","Eastern Cape","","62896","1710616617" +"Rustenburg","Rustenburg","-25.6500","27.2400","South Africa","ZA","ZAF","North West","","165976","1710326039" +"Brandfort","Brandfort","-28.6996","26.4700","South Africa","ZA","ZAF","Free State","","12091","1710953731" +"Vryheid","Vryheid","-27.7600","30.7900","South Africa","ZA","ZAF","KwaZulu-Natal","","150012","1710716158" +"Vereeniging","Vereeniging","-26.6496","27.9600","South Africa","ZA","ZAF","Gauteng","","1074000","1710271883" +"Brits","Brits","-25.6296","27.7800","South Africa","ZA","ZAF","North West","","122497","1710468143" +"Bethlehem","Bethlehem","-28.2196","28.3000","South Africa","ZA","ZAF","Free State","","83654","1710750307" +"Ubomba","Ubomba","-27.5661","32.0833","South Africa","ZA","ZAF","KwaZulu-Natal","","564","1710203500" +"Polokwane","Polokwane","-23.8900","29.4500","South Africa","ZA","ZAF","Limpopo","admin","220045","1710908010" +"Springbok","Springbok","-29.6667","17.8833","South Africa","ZA","ZAF","Northern Cape","","10438","1710894218" +"Thohoyandou","Thohoyandou","-22.9500","30.4800","South Africa","ZA","ZAF","Limpopo","","269707","1710219075" +"Pietermaritzburg","Pietermaritzburg","-29.6100","30.3900","South Africa","ZA","ZAF","KwaZulu-Natal","admin","750845","1710690280" +"Poffader","Poffader","-29.1329","19.3834","South Africa","ZA","ZAF","Northern Cape","","4220","1710817164" +"Carnarvon","Carnarvon","-30.9496","22.1333","South Africa","ZA","ZAF","Northern Cape","","5785","1710331786" +"Kroonstad","Kroonstad","-27.6600","27.2100","South Africa","ZA","ZAF","Free State","","103992","1710508288" +"Alexander Bay","Alexander Bay","-28.6083","16.5033","South Africa","ZA","ZAF","Northern Cape","","1500","1710616152" +"Bloemhof","Bloemhof","-27.6496","25.5900","South Africa","ZA","ZAF","North West","","17122","1710321800" +"Hermanus","Hermanus","-34.4096","19.2299","South Africa","ZA","ZAF","Western Cape","","25153","1710409701" +"Bethal","Bethal","-26.4696","29.4500","South Africa","ZA","ZAF","Mpumalanga","","101919","1710328253" +"Upington","Upington","-28.4600","21.2300","South Africa","ZA","ZAF","Northern Cape","","71373","1710210449" +"Tzaneen","Tzaneen","-23.8195","30.1700","South Africa","ZA","ZAF","Limpopo","","67245","1710120942" +"Vanhynsdorp","Vanhynsdorp","-31.6166","18.7333","South Africa","ZA","ZAF","Western Cape","","3331","1710187274" +"Kimberley","Kimberley","-28.7468","24.7700","South Africa","ZA","ZAF","Northern Cape","admin","165264","1710282622" +"Durban","Durban","-29.8650","30.9800","South Africa","ZA","ZAF","KwaZulu-Natal","","2729000","1710149138" +"Klerksdorp","Klerksdorp","-26.8800","26.6200","South Africa","ZA","ZAF","North West","","178921","1710416691" +"Welkom","Welkom","-27.9700","26.7300","South Africa","ZA","ZAF","Free State","","431944","1710480365" +"De Aar","De Aar","-30.6500","24.0000","South Africa","ZA","ZAF","Northern Cape","","32318","1710551900" +"Prieska","Prieska","-29.6595","22.7300","South Africa","ZA","ZAF","Northern Cape","","11236","1710649877" +"Saldanha","Saldanha","-33.0100","17.9300","South Africa","ZA","ZAF","Western Cape","","68284","1710078862" +"Middelburg","Middelburg","-31.5000","25.0100","South Africa","ZA","ZAF","Eastern Cape","","18164","1710010705" +"Port St. Johns","Port St. Johns","-31.6279","29.5283","South Africa","ZA","ZAF","Eastern Cape","","5939","1710506018" +"Volksrust","Volksrust","-27.3596","29.8900","South Africa","ZA","ZAF","Mpumalanga","","43378","1710664906" +"Ulundi","Ulundi","-28.3296","31.4100","South Africa","ZA","ZAF","KwaZulu-Natal","","20753","1710823263" +"Beaufort West","Beaufort West","-32.3496","22.5700","South Africa","ZA","ZAF","Western Cape","","44737","1710940488" +"Komatipoort","Komatipoort","-25.4096","31.9400","South Africa","ZA","ZAF","Mpumalanga","","20508","1710137353" +"Nelspruit","Nelspruit","-25.4745","30.9703","South Africa","ZA","ZAF","Mpumalanga","admin","","1710114438" +"Standerton","Standerton","-26.9395","29.2400","South Africa","ZA","ZAF","Mpumalanga","","74021","1710222465" +"Johannesburg","Johannesburg","-26.1700","28.0300","South Africa","ZA","ZAF","Gauteng","admin","3435000","1710550792" +"Kuruman","Kuruman","-27.4496","23.4200","South Africa","ZA","ZAF","Northern Cape","","10006","1710332978" +"Paarl","Paarl","-33.6996","18.9600","South Africa","ZA","ZAF","Western Cape","","187865","1710440011" +"Worcester","Worcester","-33.6400","19.4399","South Africa","ZA","ZAF","Western Cape","","127597","1710498245" +"Colesberg","Colesberg","-30.7195","25.1000","South Africa","ZA","ZAF","Northern Cape","","12423","1710885210" +"Umtata","Umtata","-31.5800","28.7900","South Africa","ZA","ZAF","Eastern Cape","","137772","1710651314" +"Aliwal North","Aliwal North","-30.6896","26.7100","South Africa","ZA","ZAF","Eastern Cape","","44436","1710445896" +"Middelburg","Middelburg","-25.7596","29.4700","South Africa","ZA","ZAF","Mpumalanga","","154706","1710495632" +"Springs","Springs","-26.2696","28.4300","South Africa","ZA","ZAF","Gauteng","","236083","1710058382" +"Benoni","Benoni","-26.1496","28.3299","South Africa","ZA","ZAF","Gauteng","","2986000","1710880986" +"Port Shepstone","Port Shepstone","-30.7195","30.4600","South Africa","ZA","ZAF","KwaZulu-Natal","","52793","1710443227" +"Oudtshoorn","Oudtshoorn","-33.5800","22.1900","South Africa","ZA","ZAF","Western Cape","","76708","1710502855" +"Port Elizabeth","Port Elizabeth","-33.9700","25.6000","South Africa","ZA","ZAF","Eastern Cape","","1021000","1710918997" +"Port Alfred","Port Alfred","-33.5995","26.8800","South Africa","ZA","ZAF","Eastern Cape","","17959","1710920478" +"East London","East London","-32.9700","27.8700","South Africa","ZA","ZAF","Eastern Cape","","338627","1710178149" +"Mossel Bay","Mossel Bay","-34.1700","22.1300","South Africa","ZA","ZAF","Western Cape","","16743","1710597106" +"Vryburg","Vryburg","-26.9600","24.7300","South Africa","ZA","ZAF","North West","","49588","1710969597" +"Uitenhage","Uitenhage","-33.7596","25.3900","South Africa","ZA","ZAF","Eastern Cape","","228912","1710276157" +"Bhisho","Bhisho","-32.8700","27.3900","South Africa","ZA","ZAF","Eastern Cape","admin","160997","1710672530" +"Knysna","Knysna","-34.0329","23.0333","South Africa","ZA","ZAF","Western Cape","","63106","1710311704" +"Queenstown","Queenstown","-31.8996","26.8800","South Africa","ZA","ZAF","Eastern Cape","","105309","1710110028" +"Cradock","Cradock","-32.1995","25.6100","South Africa","ZA","ZAF","Eastern Cape","","32898","1710933404" +"Bredasdorp","Bredasdorp","-34.5295","20.0300","South Africa","ZA","ZAF","Western Cape","","14936","1710282172" +"Swellendam","Swellendam","-34.0196","20.4300","South Africa","ZA","ZAF","Western Cape","","13674","1710416218" +"Ladysmith","Ladysmith","-28.5495","29.7800","South Africa","ZA","ZAF","KwaZulu-Natal","","47375","1710998347" +"George","George","-33.9500","22.4500","South Africa","ZA","ZAF","Western Cape","","174582","1710164136" +"Grahamstown","Grahamstown","-33.2996","26.5200","South Africa","ZA","ZAF","Eastern Cape","","91548","1710671857" +"Mmabatho","Mmabatho","-25.8300","25.6100","South Africa","ZA","ZAF","North West","","104428","1710524815" +"Mahikeng","Mahikeng","-25.8652","25.6442","South Africa","ZA","ZAF","North West","admin","","1710965423" +"Musina","Musina","-22.3400","30.0300","South Africa","ZA","ZAF","Limpopo","","20191","1710956370" +"Pretoria","Pretoria","-25.7069","28.2294","South Africa","ZA","ZAF","Gauteng","primary","1338000","1710176249" +"Bloemfontein","Bloemfontein","-29.1200","26.2299","South Africa","ZA","ZAF","Free State","primary","463064","1710495933" +"Cape Town","Cape Town","-33.9200","18.4350","South Africa","ZA","ZAF","Western Cape","primary","3215000","1710680650" +"Zambezi","Zambezi","-13.5400","23.1099","Zambia","ZM","ZMB","North-Western","","7074","1894660797" +"Solwezi","Solwezi","-12.1796","26.4000","Zambia","ZM","ZMB","North-Western","admin","65000","1894777820" +"Lusaka","Lusaka","-15.4166","28.2833","Zambia","ZM","ZMB","Lusaka","primary","1328000","1894157390" +"Kaoma","Kaoma","-14.7796","24.8000","Zambia","ZM","ZMB","Western","","14212","1894846267" +"Chipata","Chipata","-13.6296","32.6400","Zambia","ZM","ZMB","Eastern","admin","85963","1894816262" +"Senanga","Senanga","-16.1196","23.2700","Zambia","ZM","ZMB","Western","","10005","1894742251" +"Sesheke","Sesheke","-17.4695","24.3000","Zambia","ZM","ZMB","Western","","20149","1894753767" +"Chililabombwe","Chililabombwe","-12.3696","27.8200","Zambia","ZM","ZMB","Copperbelt","","82068","1894950283" +"Chingola","Chingola","-12.5396","27.8500","Zambia","ZM","ZMB","Copperbelt","","182015","1894202007" +"Kasempa","Kasempa","-13.4596","25.8200","Zambia","ZM","ZMB","North-Western","","5622","1894152710" +"Kitwe","Kitwe","-12.8100","28.2200","Zambia","ZM","ZMB","Copperbelt","","404901","1894321752" +"Mufulira","Mufulira","-12.5500","28.2600","Zambia","ZM","ZMB","Copperbelt","","153624","1894907880" +"Nchelenge","Nchelenge","-9.3496","28.7300","Zambia","ZM","ZMB","Luapula","","23693","1894890604" +"Mazabuka","Mazabuka","-15.8600","27.7600","Zambia","ZM","ZMB","Southern","","64006","1894390715" +"Lukulu","Lukulu","-14.3896","23.2400","Zambia","ZM","ZMB","Western","","3349","1894281443" +"Kafue","Kafue","-15.7800","28.1800","Zambia","ZM","ZMB","Lusaka","","47554","1894930695" +"Lundazi","Lundazi","-12.2895","33.1700","Zambia","ZM","ZMB","Eastern","","11635","1894277247" +"Mansa","Mansa","-11.2000","28.8900","Zambia","ZM","ZMB","Luapula","admin","42277","1894038366" +"Mwinilunga","Mwinilunga","-11.7396","24.4400","Zambia","ZM","ZMB","North-Western","","13798","1894210586" +"Mumbwa","Mumbwa","-14.9796","27.0700","Zambia","ZM","ZMB","Central","","19086","1894568812" +"Kalabo","Kalabo","-14.9896","22.6800","Zambia","ZM","ZMB","Western","","7731","1894966417" +"Nyimba","Nyimba","-14.5495","30.8100","Zambia","ZM","ZMB","Eastern","","1336","1894088472" +"Kapiri Mposhi","Kapiri Mposhi","-13.9696","28.6600","Zambia","ZM","ZMB","Central","","37942","1894676779" +"Kabwe","Kabwe","-14.4400","28.4500","Zambia","ZM","ZMB","Central","admin","188979","1894711746" +"Ndola","Ndola","-12.9999","28.6500","Zambia","ZM","ZMB","Copperbelt","admin","396339","1894032745" +"Kasama","Kasama","-10.1996","31.1799","Zambia","ZM","ZMB","Northern","admin","200000","1894305215" +"Mbala","Mbala","-8.8400","31.3700","Zambia","ZM","ZMB","Northern","","20570","1894671312" +"Kawambwa","Kawambwa","-9.7795","29.0800","Zambia","ZM","ZMB","Luapula","","20589","1894964184" +"Luanshya","Luanshya","-13.1333","28.4000","Zambia","ZM","ZMB","Copperbelt","","151993","1894410334" +"Mongu","Mongu","-15.2796","23.1200","Zambia","ZM","ZMB","Western","admin","52534","1894761291" +"Mpika","Mpika","-11.8300","31.4600","Zambia","ZM","ZMB","Muchinga","","28445","1894224372" +"Chinsali","Chinsali","-10.5496","32.0600","Zambia","ZM","ZMB","Muchinga","admin","14015","1894041491" +"Livingstone","Livingstone","-17.8600","25.8600","Zambia","ZM","ZMB","Southern","","165480","1894634581" +"Choma","Choma","-16.8095","26.9700","Zambia","ZM","ZMB","Southern","admin","46746","1894419971" +"Plumtree","Plumtree","-20.4795","27.8200","Zimbabwe","ZW","ZWE","","","2148","1716916272" +"Kariba","Kariba","-16.5296","28.8000","Zimbabwe","ZW","ZWE","","","25531","1716563536" +"Hwange","Hwange","-18.3700","26.5000","Zimbabwe","ZW","ZWE","","","33989","1716416748" +"Chiredzi","Chiredzi","-21.0496","31.6600","Zimbabwe","ZW","ZWE","","","28205","1716636761" +"Mazowe","Mazowe","-17.5196","30.9700","Zimbabwe","ZW","ZWE","Mashonaland Central","","9966","1716608716" +"Zvishavane","Zvishavane","-20.3296","30.0500","Zimbabwe","ZW","ZWE","Masvingo","","35896","1716895095" +"Shamva","Shamva","-17.3196","31.5700","Zimbabwe","ZW","ZWE","Mashonaland Central","","10317","1716210091" +"Harare","Harare","-17.8178","31.0447","Zimbabwe","ZW","ZWE","Harare","primary","1572000","1716196799" +"Kwekwe","Kwekwe","-18.9296","29.8000","Zimbabwe","ZW","ZWE","Midlands","","99149","1716327793" 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Novads","admin","","1428832851" +"Ragana","Ragana","57.1821","24.7056","Latvia","LV","LVA","Krimuldas Novads","admin","","1428990628" +"Loja","Loja","57.1534","24.6433","Latvia","LV","LVA","Sējas Novads","admin","","1428831058" +"Ropaži","Ropazi","56.9747","24.6329","Latvia","LV","LVA","Ropažu Novads","admin","","1428220999" +"Priekule","Priekule","56.4458","21.5939","Latvia","LV","LVA","Priekules Novads","admin","","1428340962" +"Iecava","Iecava","56.5977","24.2076","Latvia","LV","LVA","Iecavas Novads","admin","","1428743931" +"Rucava","Rucava","56.1640","21.1627","Latvia","LV","LVA","Rucavas Novads","admin","","1428020890" +"Pilsrundāle","Pilsrundale","56.4181","24.0162","Latvia","LV","LVA","Rundāles Novads","admin","","1428889985" +"Salaspils","Salaspils","56.8610","24.3498","Latvia","LV","LVA","Salaspils Novads","admin","","1428270898" +"Ikšķile","Ikskile","56.8340","24.4968","Latvia","LV","LVA","Ikšķiles Novads","admin","","1428284061" +"Lielvārde","Lielvarde","56.7213","24.8062","Latvia","LV","LVA","Lielvārdes Novads","admin","","1428614074" +"Inčukalns","Incukalns","57.0987","24.6863","Latvia","LV","LVA","Inčukalna Novads","admin","","1428675819" +"Mālpils","Malpils","57.0101","24.9578","Latvia","LV","LVA","Mālpils Novads","admin","","1428737728" +"Olaine","Olaine","56.7947","23.9358","Latvia","LV","LVA","Olaines Novads","admin","","1428220700" +"Ķekava","Kekava","56.8296","24.2318","Latvia","LV","LVA","Ķekavas Novads","admin","","1428331173" +"Līgatne","Ligatne","57.2379","25.0436","Latvia","LV","LVA","Līgatnes Novads","admin","","1428643118" +"Stalbe","Stalbe","57.3708","25.0324","Latvia","LV","LVA","Pārgaujas Novads","admin","","1428014091" +"Jelgava","Jelgava","56.6527","23.7128","Latvia","LV","LVA","Jelgavas Novads","admin","67207","1428370571" +"Skrunda","Skrunda","56.6775","22.0165","Latvia","LV","LVA","Skrundas Novads","admin","","1428371210" +"Vaiņode","Vainode","56.4185","21.8541","Latvia","LV","LVA","Vaiņodes Novads","admin","","1428647067" +"Saldus","Saldus","56.6666","22.4935","Latvia","LV","LVA","Saldus Novads","admin","","1428774997" +"Tukums","Tukums","56.9676","23.1555","Latvia","LV","LVA","Tukuma Novads","admin","","1428304262" +"Tērvete","Tervete","56.4798","23.3902","Latvia","LV","LVA","Tērvetes Novads","admin","","1428176770" +"Dobele","Dobele","56.6237","23.2751","Latvia","LV","LVA","Dobeles Novads","admin","","1428641580" +"Rēzekne","Rezekne","56.5000","27.3166","Latvia","LV","LVA","Rēzeknes Novads","admin","38340","1428895373" +"Aglona","Aglona","56.1327","27.0068","Latvia","LV","LVA","Aglonas Novads","admin","","1428424524" +"Ozolnieki","Ozolnieki","56.6899","23.7761","Latvia","LV","LVA","Ozolnieku Novads","admin","","1428973455" +"Tripoli","Tripoli","32.8925","13.1800","Libya","LY","LBY","Ţarābulus","primary","2189000","1434201852" +"Al ‘Azīzīyah","Al `Aziziyah","32.5319","13.0175","Libya","LY","LBY","Al Jafārah","admin","","1434450111" +"Zuwarah","Zuwarah","32.9344","12.0791","Libya","LY","LBY","An Nuqāţ al Khams","admin","180310","1434206265" +"Al Khums","Al Khums","32.6604","14.2600","Libya","LY","LBY","Al Marqab","admin","201943","1434348717" +"As Sidr","As Sidr","30.6704","18.2666","Libya","LY","LBY","","","50","1434673703" +"Ghadamis","Ghadamis","30.1333","9.5000","Libya","LY","LBY","Nālūt","","6623","1434013321" +"Dirj","Dirj","30.1679","10.4567","Libya","LY","LBY","Nālūt","","931","1434822177" +"Nalut","Nalut","31.8804","10.9700","Libya","LY","LBY","Nālūt","admin","66609","1434550258" +"Umm al Abid","Umm al Abid","27.5170","15.0333","Libya","LY","LBY","Wādī ash Shāţi’","","300","1434373121" +"Sabha","Sabha","27.0333","14.4333","Libya","LY","LBY","Sabhā","admin","100249","1434044820" +"Birak","Birak","27.5333","14.2834","Libya","LY","LBY","Wādī ash Shāţi’","","45421","1434095842" +"Idrī","Idri","27.4471","13.0517","Libya","LY","LBY","Wādī ash Shāţi’","admin","","1434443323" +"Zillah","Zillah","28.5504","17.5834","Libya","LY","LBY","Al Jufrah","","10","1434245699" +"Hun","Hun","29.1167","15.9333","Libya","LY","LBY","Al Jufrah","admin","18878","1434396501" +"Az Zawiyah","Az Zawiyah","32.7604","12.7200","Libya","LY","LBY","Az Zāwiyah","admin","200000","1434421178" +"Awjilah","Awjilah","29.1080","21.2869","Libya","LY","LBY","Al Wāḩāt","","6610","1434938770" +"El Agheila","El Agheila","30.2570","19.2000","Libya","LY","LBY","Al Wāḩāt","","100","1434822941" +"Maradah","Maradah","29.2337","19.2166","Libya","LY","LBY","Al Wāḩāt","","2500","1434000794" +"Ajdabiya","Ajdabiya","30.7700","20.2200","Libya","LY","LBY","Al Wāḩāt","admin","143833","1434401280" +"Darnah","Darnah","32.7648","22.6391","Libya","LY","LBY","Darnah","admin","127974","1434920152" +"Al Jaghbub","Al Jaghbub","29.7504","24.5166","Libya","LY","LBY","Al Buţnān","","1744","1434128425" +"Mizdah","Mizdah","31.4337","12.9833","Libya","LY","LBY","Al Jabal al Gharbī","","26107","1434622990" +"Gharyan","Gharyan","32.1704","13.0200","Libya","LY","LBY","Al Jabal al Gharbī","admin","146810","1434507846" +"Tubruq","Tubruq","32.0800","23.9600","Libya","LY","LBY","Al Buţnān","admin","263527","1434068493" +"Shahhat","Shahhat","32.8281","21.8622","Libya","LY","LBY","Al Jabal al Akhḑar","","45000","1434402597" +"Tajarhi","Tajarhi","24.3704","14.4708","Libya","LY","LBY","Murzuq","","1500","1434443909" +"Al Bayda","Al Bayda","32.7604","21.6200","Libya","LY","LBY","Al Jabal al Akhḑar","admin","1794","1434263017" +"Ghat","Ghat","24.9647","10.1728","Libya","LY","LBY","Ghāt","admin","24347","1434971028" +"Tmassah","Tmassah","26.3666","15.8000","Libya","LY","LBY","Murzuq","","500","1434333715" +"Marzuq","Marzuq","25.9044","13.8972","Libya","LY","LBY","Murzuq","admin","55071","1434910333" +"Al Marj","Al Marj","32.5005","20.8300","Libya","LY","LBY","Al Marj","admin","169540","1434742923" +"Surt","Surt","31.2100","16.5900","Libya","LY","LBY","Surt","admin","128123","1434563640" +"Bani Walid","Bani Walid","31.7704","13.9900","Libya","LY","LBY","Mişrātah","","65392","1434398590" +"Awbārī","Awbari","26.5903","12.7751","Libya","LY","LBY","Wādī al Ḩayāt","admin","","1434431378" +"Al Jawf","Al Jawf","24.2000","23.2900","Libya","LY","LBY","Al Kufrah","","24132","1434996940" +"Al Kufrah","Al Kufrah","24.1667","23.2696","Libya","LY","LBY","Al Kufrah","admin","","1434510625" +"Qaminis","Qaminis","31.6606","20.0155","Libya","LY","LBY","Banghāzī","","5348","1434752325" +"Banghazi","Banghazi","32.1167","20.0667","Libya","LY","LBY","Banghāzī","admin","1180000","1434915572" +"Misratah","Misratah","32.3800","15.1000","Libya","LY","LBY","Mişrātah","admin","386120","1434518407" +"Kenitra","Kenitra","34.2704","-6.5800","Morocco","MA","MAR","Rabat-Salé-Kénitra","","551786","1504534876" +"Goulimine","Goulimine","28.9800","-10.0700","Morocco","MA","MAR","Guelmim-Oued Noun","admin","115267","1504110861" +"Fez","Fez","34.0546","-5.0004","Morocco","MA","MAR","Fès-Meknès","admin","1002000","1504861997" +"Casablanca","Casablanca","33.6000","-7.6164","Morocco","MA","MAR","Casablanca-Settat","admin","3181000","1504175315" +"Agadir","Agadir","30.4400","-9.6200","Morocco","MA","MAR","Souss-Massa","admin","825467","1504116858" +"Béni Mellal","Beni Mellal","32.3373","-6.3498","Morocco","MA","MAR","Béni Mellal-Khénifra","admin","","1504131639" +"Tangier","Tangier","35.7473","-5.8327","Morocco","MA","MAR","Tanger-Tétouan-Al Hoceïma","admin","750060","1504861504" +"Settat","Settat","33.0104","-7.6200","Morocco","MA","MAR","Casablanca-Settat","","161748","1504720478" +"Oujda","Oujda","34.6900","-1.9100","Morocco","MA","MAR","Oriental","admin","409391","1504891036" +"Meknes","Meknes","33.9004","-5.5600","Morocco","MA","MAR","Fès-Meknès","","697628","1504333193" +"Rabat","Rabat","34.0253","-6.8361","Morocco","MA","MAR","Rabat-Salé-Kénitra","primary","1705000","1504023252" +"Marrakesh","Marrakesh","31.6300","-8.0000","Morocco","MA","MAR","Marrakech-Safi","admin","872000","1504172585" +"El Jadida","El Jadida","33.2604","-8.5100","Morocco","MA","MAR","Casablanca-Settat","","180470","1504964063" +"Er Rachidia","Er Rachidia","31.9404","-4.4500","Morocco","MA","MAR","Drâa-Tafilalet","","228489","1504005759" +"Tan Tan","Tan Tan","28.4304","-11.1000","Morocco","MA","MAR","Guelmim-Oued Noun","","64868","1504164174" +"Taza","Taza","34.2204","-4.0200","Morocco","MA","MAR","Fès-Meknès","","199633","1504405154" +"Larache","Larache","35.2004","-6.1600","Morocco","MA","MAR","Tanger-Tétouan-Al Hoceïma","","120082","1504637172" +"Ksar El Kebir","Ksar El Kebir","35.0204","-5.9100","Morocco","MA","MAR","Tanger-Tétouan-Al Hoceïma","","306600","1504230428" +"Safi","Safi","32.3200","-9.2400","Morocco","MA","MAR","Marrakech-Safi","","353476","1504000717" +"Tiznit","Tiznit","29.7104","-9.7400","Morocco","MA","MAR","Souss-Massa","","57705","1504399838" +"Ouezzane","Ouezzane","34.8103","-5.5700","Morocco","MA","MAR","Tanger-Tétouan-Al Hoceïma","","69658","1504736892" +"Monaco","Monaco","43.7396","7.4069","Monaco","MC","MCO","","primary","36371","1492854256" +"Leova","Leova","46.4823","28.2530","Moldova","MD","MDA","Leova","admin","","1498085636" +"Rezina","Rezina","47.7493","28.9658","Moldova","MD","MDA","Rezina","admin","","1498876065" +"Căuşeni","Causeni","46.6367","29.4111","Moldova","MD","MDA","Căuşeni","admin","","1498826686" +"Rîşcani","Riscani","47.9479","27.5638","Moldova","MD","MDA","Rîşcani","admin","","1498650340" +"Sîngerei","Singerei","47.6363","28.1430","Moldova","MD","MDA","Sîngerei","admin","","1498521430" +"Făleşti","Falesti","47.5767","27.7126","Moldova","MD","MDA","Făleşti","admin","","1498180648" +"Floreşti","Floresti","47.8914","28.2931","Moldova","MD","MDA","Floreşti","admin","","1498297203" +"Şoldăneşti","Soldanesti","47.8161","28.7972","Moldova","MD","MDA","Şoldăneşti","admin","","1498087659" +"Ştefan Vodă","Stefan Voda","46.5129","29.6619","Moldova","MD","MDA","Ştefan-Vodă","admin","","1498766864" +"Orhei","Orhei","47.3849","28.8245","Moldova","MD","MDA","Orhei","admin","","1498680500" +"Comrat","Comrat","46.2946","28.6565","Moldova","MD","MDA","Găgăuzia","admin","","1498677351" +"Cimişlia","Cimislia","46.5268","28.7644","Moldova","MD","MDA","Cimişlia","admin","","1498766980" +"Cantemir","Cantemir","46.2774","28.2027","Moldova","MD","MDA","Cantemir","admin","","1498973808" +"Basarabeasca","Basarabeasca","46.3317","28.9636","Moldova","MD","MDA","Basarabeasca","admin","","1498894118" +"Edineţ","Edinet","48.1721","27.3034","Moldova","MD","MDA","Edineţ","admin","","1498114952" +"Ocniţa","Ocnita","48.3827","27.4381","Moldova","MD","MDA","Ocniţa","admin","","1498334915" +"Drochia","Drochia","48.0355","27.8129","Moldova","MD","MDA","Drochia","admin","","1498968635" +"Donduşeni","Donduseni","48.2394","27.6056","Moldova","MD","MDA","Donduşeni","admin","","1498280582" +"Briceni","Briceni","48.3629","27.0779","Moldova","MD","MDA","Briceni","admin","","1498970287" +"Ialoveni","Ialoveni","46.9435","28.7823","Moldova","MD","MDA","Ialoveni","admin","","1498897259" +"Bălți","Balti","47.7591","27.9053","Moldova","MD","MDA","Bălţi","admin","151355","1498172131" +"Criuleni","Criuleni","47.2131","29.1593","Moldova","MD","MDA","Criuleni","admin","","1498171854" +"Bender","Bender","46.8316","29.4777","Moldova","MD","MDA","Bender","admin","","1498257678" +"Anenii Noi","Anenii Noi","46.8784","29.2348","Moldova","MD","MDA","Anenii Noi","admin","","1498650298" +"Cahul","Cahul","45.9079","28.1944","Moldova","MD","MDA","Cahul","admin","63407","1498020356" +"Chișinău","Chisinau","47.0050","28.8577","Moldova","MD","MDA","Chişinău","primary","688134","1498011437" +"Straşeni","Straseni","47.1422","28.6077","Moldova","MD","MDA","Străşeni","admin","","1498773145" +"Tiraspol","Tiraspol","46.8531","29.6400","Moldova","MD","MDA","Stînga Nistrului","admin","157000","1498104958" +"Teleneşti","Telenesti","47.5011","28.3654","Moldova","MD","MDA","Teleneşti","admin","","1498811064" +"Taraclia","Taraclia","45.9027","28.6682","Moldova","MD","MDA","Taraclia","admin","","1498129687" +"Dubăsari","Dubasari","47.2631","29.1608","Moldova","MD","MDA","Stînga Nistrului","","23254","1498583082" +"Cocieri","Cocieri","47.3087","29.1101","Moldova","MD","MDA","Dubăsari","admin","","1498580757" +"Călăraşi","Calarasi","47.2556","28.3099","Moldova","MD","MDA","Călăraşi","admin","","1498598747" +"Glodeni","Glodeni","47.7751","27.5189","Moldova","MD","MDA","Glodeni","admin","","1498553213" +"Hînceşti","Hincesti","46.8305","28.5906","Moldova","MD","MDA","Hînceşti","admin","","1498402212" +"Nisporeni","Nisporeni","47.0816","28.1714","Moldova","MD","MDA","Nisporeni","admin","","1498953988" +"Soroca","Soroca","48.1566","28.2849","Moldova","MD","MDA","Soroca","admin","","1498912060" +"Ungheni","Ungheni","47.2108","27.8005","Moldova","MD","MDA","Ungheni","admin","","1498687533" +"Berane","Berane","42.8425","19.8733","Montenegro","ME","MNE","Berane","admin","","1499204492" +"Plav","Plav","42.5969","19.9456","Montenegro","ME","MNE","Plav","admin","","1499247875" +"Andrijevica","Andrijevica","42.7339","19.7919","Montenegro","ME","MNE","Andrijevica","admin","","1499379378" +"Petnjica","Petnjica","42.9089","19.9644","Montenegro","ME","MNE","Petnjica","admin","","1499532482" +"Gusinje","Gusinje","42.5619","19.8339","Montenegro","ME","MNE","Gusinje","admin","","1499342041" +"Kolašin","Kolasin","42.8242","19.5225","Montenegro","ME","MNE","Kolašin","admin","","1499083772" +"Podgorica","Podgorica","42.4660","19.2663","Montenegro","ME","MNE","Podgorica","primary","145850","1499454516" +"Bijelo Polje","Bijelo Polje","43.0292","19.7456","Montenegro","ME","MNE","Bijelo Polje","admin","","1499452756" 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Mogrein","25.2333","-11.5833","Mauritania","MR","MRT","Tiris Zemmour","","10","1478537499" +"Fderik","Fderik","22.6790","-12.7070","Mauritania","MR","MRT","Tiris Zemmour","","5760","1478557883" +"Sélibaby","Selibaby","15.1670","-12.1833","Mauritania","MR","MRT","Guidimaka","admin","460","1478575433" +"Aleg","Aleg","17.0580","-13.9090","Mauritania","MR","MRT","Brakna","admin","8388","1478173139" +"Akjoujt","Akjoujt","19.7470","-14.3910","Mauritania","MR","MRT","Inchiri","admin","370","1478247793" +"Kiffa","Kiffa","16.6200","-11.4000","Mauritania","MR","MRT","Assaba","admin","73930","1478465771" +"Nema","Nema","16.6171","-7.2500","Mauritania","MR","MRT","Hodh ech Chargui","admin","200000","1478009046" +"Nouadhibou","Nouadhibou","20.9000","-17.0560","Mauritania","MR","MRT","Dakhlet Nouadhibou","admin","86738","1478176283" +"Rosso","Rosso","16.5240","-15.8127","Mauritania","MR","MRT","Trarza","admin","47203","1478524903" 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Xbiex","35.8992","14.4944","Malta","MT","MLT","Ta’ Xbiex","admin","","1470129537" +"Sliema","Sliema","35.9125","14.5019","Malta","MT","MLT","Sliema","admin","","1470229986" +"San Lawrenz","San Lawrenz","36.0556","14.2036","Malta","MT","MLT","San Lawrenz","admin","","1470602161" +"Imqabba","Imqabba","35.8461","14.4672","Malta","MT","MLT","Imqabba","admin","","1470934982" +"Imdina","Imdina","35.8869","14.4025","Malta","MT","MLT","Imdina","admin","","1470959100" +"Qala","Qala","36.0361","14.3094","Malta","MT","MLT","Qala","admin","","1470520722" +"Imtarfa","Imtarfa","35.8933","14.3989","Malta","MT","MLT","Imtarfa","admin","","1470946814" +"Żurrieq","Zurrieq","35.8311","14.4742","Malta","MT","MLT","Żurrieq","admin","","1470331348" +"Gudja","Gudja","35.8492","14.5031","Malta","MT","MLT","Gudja","admin","","1470798142" +"Sannat","Sannat","36.0244","14.2428","Malta","MT","MLT","Sannat","admin","","1470546177" 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+"Viligili","Viligili","0.7539","73.4353","Maldives","MV","MDV","","admin","","1462034411" +"Nilandhoo","Nilandhoo","3.0567","72.8900","Maldives","MV","MDV","","admin","","1462000005" +"Thyolo","Thyolo","-16.0703","35.1471","Malawi","MW","MWI","Thyolo","admin","","1454464861" +"Mwanza","Mwanza","-15.6167","34.5167","Malawi","MW","MWI","Mwanza","admin","11379","1454451365" +"Chiradzulu","Chiradzulu","-15.7000","35.1833","Malawi","MW","MWI","Chiradzulu","admin","1580","1454413713" +"Karonga","Karonga","-9.9329","33.9333","Malawi","MW","MWI","Karonga","admin","34207","1454358935" +"Neno","Neno","-15.3981","34.6534","Malawi","MW","MWI","Neno","admin","","1454089137" +"Zomba","Zomba","-15.3900","35.3100","Malawi","MW","MWI","Zomba","admin","80932","1454072947" +"Chikwawa","Chikwawa","-16.0420","34.8019","Malawi","MW","MWI","Chikwawa","admin","","1454343925" +"Mulanje","Mulanje","-16.0333","35.5000","Malawi","MW","MWI","Mulanje","admin","16483","1454459215" +"Blantyre","Blantyre","-15.7900","34.9899","Malawi","MW","MWI","Blantyre","admin","584877","1454145012" +"Chiromo","Chiromo","-16.5500","35.1332","Malawi","MW","MWI","Nsanje","","25235","1454972056" +"Phalombe","Phalombe","-15.8064","35.6507","Malawi","MW","MWI","Phalombe","admin","","1454510180" +"Nsanje","Nsanje","-16.9167","35.2667","Malawi","MW","MWI","Nsanje","admin","21774","1454428076" +"Nkhata Bay","Nkhata Bay","-11.5996","34.3000","Malawi","MW","MWI","Nkhata Bay","admin","22108","1454517378" +"Rumphi","Rumphi","-11.0195","33.8546","Malawi","MW","MWI","Rumphi","admin","","1454325221" +"Chitipa","Chitipa","-9.7162","33.2666","Malawi","MW","MWI","Chitipa","admin","13412","1454611219" +"Mzuzu","Mzuzu","-11.4600","34.0200","Malawi","MW","MWI","","","110201","1454525586" +"Mzimba","Mzimba","-11.9000","33.6000","Malawi","MW","MWI","Mzimba","admin","19308","1454007077" +"Ntchisi","Ntchisi","-13.3753","34.0036","Malawi","MW","MWI","Ntchisi","admin","","1454004377" +"Dowa","Dowa","-13.6532","33.9385","Malawi","MW","MWI","Dowa","admin","","1454644071" +"Mchinji","Mchinji","-13.8000","32.9000","Malawi","MW","MWI","Mchinji","admin","18305","1454607053" +"Nkhotakota","Nkhotakota","-12.9163","34.3000","Malawi","MW","MWI","Nkhotakota","admin","59854","1454281420" +"Kasungu","Kasungu","-13.0364","33.4822","Malawi","MW","MWI","Kasungu","admin","","1454117674" +"Ntcheu","Ntcheu","-14.8167","34.6333","Malawi","MW","MWI","Ntcheu","admin","10445","1454008976" +"Dedza","Dedza","-14.3667","34.3333","Malawi","MW","MWI","Dedza","admin","15608","1454412462" +"Salima","Salima","-13.7829","34.4333","Malawi","MW","MWI","Salima","admin","71181","1454747771" +"Lilongwe","Lilongwe","-13.9833","33.7833","Malawi","MW","MWI","Lilongwe","primary","646750","1454688499" +"Mangochi","Mangochi","-14.4596","35.2700","Malawi","MW","MWI","Mangochi","admin","97711","1454766726" +"Balaka","Balaka","-14.9889","34.9591","Malawi","MW","MWI","Balaka","admin","","1454732693" +"Machinga","Machinga","-14.9667","35.5167","Malawi","MW","MWI","Machinga","admin","1418","1454566785" +"Nacozari de García","Nacozari de Garcia","30.4200","-109.6500","Mexico","MX","MEX","Sonora","","11872","1484108383" +"Nueva Rosita","Nueva Rosita","27.9500","-101.2200","Mexico","MX","MEX","Coahuila de Zaragoza","","36642","1484540557" +"San Felipe","San Felipe","31.0241","-114.8496","Mexico","MX","MEX","Baja California","","20750","1484794463" +"Zacatecas","Zacatecas","22.7704","-102.5800","Mexico","MX","MEX","Zacatecas","admin","234481","1484118312" +"Irapuato","Irapuato","20.6700","-101.5000","Mexico","MX","MEX","Guanajuato","minor","339554","1484625454" +"Vicente Guerrero","Vicente Guerrero","30.7641","-116.0093","Mexico","MX","MEX","Baja California","","12829","1484159343" +"San Quintín","San Quintin","30.4837","-115.9500","Mexico","MX","MEX","Baja California","","5433","1484693426" +"Chetumal","Chetumal","18.5000","-88.3000","Mexico","MX","MEX","Quintana Roo","admin","154517","1484338031" +"Esperanza","Esperanza","27.5800","-109.9300","Mexico","MX","MEX","Sonora","","3836","1484729183" +"Izamal","Izamal","20.9304","-89.0201","Mexico","MX","MEX","Yucatán","","14954","1484567751" +"Ticul","Ticul","20.4004","-89.5300","Mexico","MX","MEX","Yucatán","","30519","1484056090" +"Villahermosa","Villahermosa","18.0000","-92.9000","Mexico","MX","MEX","Tabasco","admin","428564","1484460894" +"Mazatlán","Mazatlan","23.2211","-106.4200","Mexico","MX","MEX","Sinaloa","minor","368204","1484841466" +"Ciudad Victoria","Ciudad Victoria","23.7200","-99.1300","Mexico","MX","MEX","Tamaulipas","admin","274900","1484616519" +"Mexicali","Mexicali","32.6500","-115.4800","Mexico","MX","MEX","Baja California","admin","885000","1484788702" +"Aguascalientes","Aguascalientes","21.8795","-102.2904","Mexico","MX","MEX","Aguascalientes","admin","869000","1484666646" +"Chihuahua","Chihuahua","28.6450","-106.0850","Mexico","MX","MEX","Chihuahua","admin","793000","1484335603" +"Guanajuato","Guanajuato","21.0204","-101.2800","Mexico","MX","MEX","Guanajuato","admin","112200","1484185068" +"Chilpancingo","Chilpancingo","17.5500","-99.5000","Mexico","MX","MEX","Guerrero","admin","182387","1484290575" +"Pachuca","Pachuca","20.1704","-98.7300","Mexico","MX","MEX","Hidalgo","admin","319581","1484575026" +"Guadalajara","Guadalajara","20.6700","-103.3300","Mexico","MX","MEX","Jalisco","admin","4198000","1484950208" +"Cuernavaca","Cuernavaca","18.9211","-99.2400","Mexico","MX","MEX","Morelos","admin","834001","1484926471" +"Monterrey","Monterrey","25.6700","-100.3300","Mexico","MX","MEX","Nuevo León","admin","3712000","1484559591" +"Lázaro Cárdenas","Lazaro Cardenas","17.9587","-102.2000","Mexico","MX","MEX","Michoacán de Ocampo","","160087","1484804575" +"Miahuatlán","Miahuatlan","16.3300","-96.6000","Mexico","MX","MEX","Oaxaca","minor","17632","1484776246" +"Mitla","Mitla","16.9170","-96.4000","Mexico","MX","MEX","Oaxaca","minor","7547","1484844758" +"Valladolid","Valladolid","20.6704","-88.2000","Mexico","MX","MEX","Yucatán","","48479","1484332013" +"Ciudad Constitución","Ciudad Constitucion","25.0400","-111.6600","Mexico","MX","MEX","Baja California Sur","minor","39915","1484811681" +"Villa Unión","Villa Union","23.2000","-106.2300","Mexico","MX","MEX","Sinaloa","","15443","1484310975" +"Eldorado","Eldorado","24.3305","-107.3700","Mexico","MX","MEX","Sinaloa","","17365","1484719986" +"Tekax","Tekax","20.2000","-89.2800","Mexico","MX","MEX","Yucatán","","22806","1484782521" +"Montemorelos","Montemorelos","25.1900","-99.8400","Mexico","MX","MEX","Nuevo León","minor","42640","1484813948" +"Xalapa","Xalapa","19.5300","-96.9200","Mexico","MX","MEX","Veracruz","admin","452186","1484334948" +"Teziutlán","Teziutlan","19.8204","-97.3600","Mexico","MX","MEX","Puebla","","177796","1484709570" +"Motul","Motul","21.1000","-89.2800","Mexico","MX","MEX","Yucatán","","21253","1484505595" +"Mérida","Merida","20.9666","-89.6166","Mexico","MX","MEX","Yucatán","admin","965000","1484396779" +"Guerrero Negro","Guerrero Negro","27.9904","-114.1700","Mexico","MX","MEX","Baja California","","13054","1484879768" +"Saltillo","Saltillo","25.4200","-101.0050","Mexico","MX","MEX","Coahuila de Zaragoza","admin","754000","1484107245" +"Punta Prieta","Punta Prieta","28.9337","-114.1666","Mexico","MX","MEX","Baja California","","527","1484583029" +"Salina Cruz","Salina Cruz","16.1671","-95.2000","Mexico","MX","MEX","Oaxaca","","81063","1484364230" +"Durango","Durango","24.0311","-104.6700","Mexico","MX","MEX","Durango","admin","457140","1484854616" +"Acatlan","Acatlan","18.2000","-98.0500","Mexico","MX","MEX","Puebla","","18879","1484340141" +"Tepic","Tepic","21.5054","-104.8800","Mexico","MX","MEX","Nayarit","admin","318781","1484433877" +"Tecuala","Tecuala","22.4004","-105.4600","Mexico","MX","MEX","Nayarit","minor","14921","1484955369" +"Ayutla","Ayutla","16.9004","-99.2200","Mexico","MX","MEX","Guerrero","minor","9897","1484235149" +"Huajuapan de León","Huajuapan de Leon","17.8104","-97.7900","Mexico","MX","MEX","Oaxaca","minor","47844","1484375272" +"Pochutla","Pochutla","15.7304","-96.4700","Mexico","MX","MEX","Oaxaca","minor","24481","1484815091" +"Colima","Colima","19.2300","-103.7200","Mexico","MX","MEX","Colima","admin","223287","1484585697" +"Autlan","Autlan","19.7700","-104.3700","Mexico","MX","MEX","Jalisco","minor","47669","1484240559" +"Coalcoman","Coalcoman","18.7804","-103.1500","Mexico","MX","MEX","Michoacán de Ocampo","minor","10715","1484699271" +"Apatzingán","Apatzingan","19.0800","-102.3500","Mexico","MX","MEX","Michoacán de Ocampo","","98422","1484693242" +"Halachó","Halacho","20.4800","-90.0800","Mexico","MX","MEX","Yucatán","minor","9165","1484161200" +"Peto","Peto","20.1300","-88.9200","Mexico","MX","MEX","Yucatán","","17607","1484013411" +"Papasquiaro","Papasquiaro","24.8304","-105.3400","Mexico","MX","MEX","Durango","","22750","1484521716" +"Puerto Escondido","Puerto Escondido","15.8592","-97.0659","Mexico","MX","MEX","Oaxaca","","19488","1484644846" +"Hermosillo","Hermosillo","29.0989","-110.9541","Mexico","MX","MEX","Sonora","admin","595811","1484015319" +"Juchitan","Juchitan","16.4300","-95.0200","Mexico","MX","MEX","Oaxaca","minor","67637","1484386317" +"San Luis Potosí","San Luis Potosi","22.1700","-101.0000","Mexico","MX","MEX","San Luis Potosí","admin","992000","1484583620" +"Culiacán","Culiacan","24.8300","-107.3800","Mexico","MX","MEX","Sinaloa","admin","809000","1484516810" +"Uruapan","Uruapan","19.4204","-102.0700","Mexico","MX","MEX","Michoacán de Ocampo","minor","264531","1484051478" +"Tehuantepec","Tehuantepec","16.3300","-95.2300","Mexico","MX","MEX","Oaxaca","minor","42776","1484904308" +"Salamanca","Salamanca","20.5704","-101.2000","Mexico","MX","MEX","Guanajuato","minor","197524","1484741627" +"Mexico City","Mexico City","19.4424","-99.1310","Mexico","MX","MEX","Ciudad de México","primary","19028000","1484247881" +"Zamora","Zamora","19.9804","-102.2800","Mexico","MX","MEX","Michoacán de Ocampo","","214947","1484229977" +"Tlaxiaco","Tlaxiaco","17.2704","-97.6800","Mexico","MX","MEX","Oaxaca","minor","21391","1484201826" +"Petatlán","Petatlan","17.5204","-101.2700","Mexico","MX","MEX","Guerrero","minor","31910","1484714363" +"La Cruz","La Cruz","23.9204","-106.9000","Mexico","MX","MEX","Sinaloa","minor","11900","1484243519" +"Allende","Allende","28.3300","-100.8500","Mexico","MX","MEX","Coahuila de Zaragoza","minor","19636","1484737223" +"Agua Prieta","Agua Prieta","31.3223","-109.5630","Mexico","MX","MEX","Sonora","minor","86083","1484381848" +"Piedras Negras","Piedras Negras","28.7076","-100.5317","Mexico","MX","MEX","Coahuila de Zaragoza","minor","139619","1484000400" +"Reynosa","Reynosa","26.0800","-98.3000","Mexico","MX","MEX","Tamaulipas","minor","498654","1484737671" +"Ojinaga","Ojinaga","29.5404","-104.4100","Mexico","MX","MEX","Chihuahua","minor","22128","1484761843" +"La Paz","La Paz","24.1400","-110.3200","Mexico","MX","MEX","Baja California Sur","admin","189767","1484005187" +"Tapachula","Tapachula","14.9000","-92.2700","Mexico","MX","MEX","Chiapas","minor","221521","1484997178" +"Escuintla","Escuintla","15.3300","-92.6300","Mexico","MX","MEX","Chiapas","minor","107638","1484508510" +"Atlixco","Atlixco","18.9000","-98.4500","Mexico","MX","MEX","Puebla","minor","97842","1484268457" +"Orizaba","Orizaba","18.8500","-97.1300","Mexico","MX","MEX","Veracruz","minor","355333","1484766767" +"Taxco","Taxco","18.5704","-99.6200","Mexico","MX","MEX","Guerrero","minor","53217","1484987082" +"Iguala","Iguala","18.3700","-99.5400","Mexico","MX","MEX","Guerrero","minor","112106","1484280781" +"Cabo San Lucas","Cabo San Lucas","22.8928","-109.9045","Mexico","MX","MEX","Baja California Sur","","42601","1484694325" +"Villanueva","Villanueva","22.3500","-102.8800","Mexico","MX","MEX","Zacatecas","minor","11138","1484244113" +"Tecpan","Tecpan","17.2500","-100.6800","Mexico","MX","MEX","Guerrero","minor","14638","1484708548" +"Atoyac","Atoyac","17.2000","-100.4300","Mexico","MX","MEX","Guerrero","minor","20515","1484657833" +"Jaltipan","Jaltipan","17.9400","-94.7400","Mexico","MX","MEX","Veracruz","minor","66998","1484054405" +"La Barca","La Barca","20.2804","-102.5600","Mexico","MX","MEX","Jalisco","minor","35345","1484900173" +"Querétaro","Queretaro","20.6300","-100.3800","Mexico","MX","MEX","Querétaro","admin","961000","1484604775" +"León","Leon","21.1500","-101.7000","Mexico","MX","MEX","Guanajuato","minor","1488000","1484811199" +"Pijijiapan","Pijijiapan","15.6904","-93.2200","Mexico","MX","MEX","Chiapas","minor","23675","1484994799" +"Campeche","Campeche","19.8300","-90.5000","Mexico","MX","MEX","Campeche","admin","205212","1484431512" +"Toluca","Toluca","19.3304","-99.6700","Mexico","MX","MEX","México","admin","1531000","1484124846" +"Tlaxcala","Tlaxcala","19.3200","-98.2300","Mexico","MX","MEX","Tlaxcala","admin","503878","1484359502" +"Oaxaca","Oaxaca","17.0827","-96.6699","Mexico","MX","MEX","Oaxaca","admin","530728","1484301467" +"Puebla","Puebla","19.0500","-98.2000","Mexico","MX","MEX","Puebla","admin","2195000","1484416394" +"Tuxtla Gutiérrez","Tuxtla Gutierrez","16.7500","-93.1500","Mexico","MX","MEX","Chiapas","admin","481128","1484832519" +"Lagos de Moreno","Lagos de Moreno","21.3704","-101.9300","Mexico","MX","MEX","Jalisco","minor","94127","1484759605" +"Progreso","Progreso","21.2833","-89.6666","Mexico","MX","MEX","Yucatán","minor","47124","1484340626" +"Tuxpam","Tuxpam","20.9604","-97.4100","Mexico","MX","MEX","Veracruz","minor","109049","1484316468" +"Balancán","Balancan","17.8000","-91.5300","Mexico","MX","MEX","Tabasco","minor","11895","1484783192" +"Tizimín","Tizimin","21.1304","-88.1500","Mexico","MX","MEX","Yucatán","minor","41993","1484254957" +"Los Mochis","Los Mochis","25.7900","-109.0000","Mexico","MX","MEX","Sinaloa","minor","249047","1484443585" +"Altata","Altata","24.6360","-107.9162","Mexico","MX","MEX","Sinaloa","","1000","1484699069" +"Navajoa","Navajoa","27.0819","-109.4546","Mexico","MX","MEX","Sonora","minor","116093","1484166303" +"Santa Barbara","Santa Barbara","26.8004","-105.8200","Mexico","MX","MEX","Chihuahua","minor","10800","1484698134" +"Ciudad Hidalgo","Ciudad Hidalgo","19.6800","-100.5700","Mexico","MX","MEX","Michoacán de Ocampo","minor","64154","1484580926" +"Parras","Parras","25.4204","-102.1799","Mexico","MX","MEX","Coahuila de Zaragoza","minor","32253","1484273682" +"Hidalgo del Parral","Hidalgo del Parral","26.9334","-105.6666","Mexico","MX","MEX","Chihuahua","minor","103378","1484607603" +"Delicias","Delicias","28.2000","-105.5000","Mexico","MX","MEX","Chihuahua","","114783","1484513329" +"Ensenada","Ensenada","31.8700","-116.6200","Mexico","MX","MEX","Baja California","minor","256565","1484714297" +"Linares","Linares","24.8604","-99.5700","Mexico","MX","MEX","Nuevo León","minor","57731","1484504671" +"San Juan del Río","San Juan del Rio","20.3800","-100.0000","Mexico","MX","MEX","Querétaro","minor","147559","1484890205" +"Minatitlán","Minatitlan","17.9805","-94.5300","Mexico","MX","MEX","Veracruz","minor","201902","1484735713" +"Villa Ahumada","Villa Ahumada","30.6104","-106.5100","Mexico","MX","MEX","Chihuahua","minor","9326","1484004336" +"Tehuacan","Tehuacan","18.4504","-97.3800","Mexico","MX","MEX","Puebla","minor","241429","1484817336" +"Ciudad del Carmen","Ciudad del Carmen","18.6537","-91.8245","Mexico","MX","MEX","Campeche","minor","156195","1484192447" +"Morelia","Morelia","19.7334","-101.1895","Mexico","MX","MEX","Michoacán de Ocampo","","644306","1484669072" +"Escuinapa","Escuinapa","22.8504","-105.8000","Mexico","MX","MEX","Sinaloa","minor","28248","1484295544" +"Nezahualcoyotl","Nezahualcoyotl","19.4100","-99.0300","Mexico","MX","MEX","México","","1109363","1484016661" +"Gómez Palacio","Gomez Palacio","25.5701","-103.5000","Mexico","MX","MEX","Durango","minor","399328","1484092318" +"Paraíso","Paraiso","18.4000","-93.2300","Mexico","MX","MEX","Tabasco","minor","23830","1484393519" +"Frontera","Frontera","18.5804","-92.6500","Mexico","MX","MEX","Tabasco","minor","22621","1484000527" +"Tenosique","Tenosique","17.4804","-91.4300","Mexico","MX","MEX","Tabasco","minor","32415","1484303350" +"Tecoman","Tecoman","18.9204","-103.8800","Mexico","MX","MEX","Colima","minor","91321","1484348795" +"Aldama","Aldama","22.9204","-98.0700","Mexico","MX","MEX","Tamaulipas","minor","12292","1484835121" +"Loreto","Loreto","26.0133","-111.3517","Mexico","MX","MEX","Baja California Sur","minor","11227","1484876942" +"Santa Rosalía","Santa Rosalia","27.3171","-112.2834","Mexico","MX","MEX","Baja California Sur","minor","11899","1484950775" +"El Fuerte","El Fuerte","26.4204","-108.6200","Mexico","MX","MEX","Sinaloa","minor","11171","1484950387" +"Guasave","Guasave","25.5705","-108.4700","Mexico","MX","MEX","Sinaloa","minor","96860","1484450749" +"Manzanillo","Manzanillo","19.0496","-104.3231","Mexico","MX","MEX","Colima","minor","110735","1484223913" +"Celaya","Celaya","20.5300","-100.8000","Mexico","MX","MEX","Guanajuato","minor","383697","1484979555" +"San Pedro de las Colonias","San Pedro de las Colonias","25.7592","-102.9827","Mexico","MX","MEX","Coahuila de Zaragoza","minor","53688","1484673086" +"Monclova","Monclova","26.9000","-101.4200","Mexico","MX","MEX","Coahuila de Zaragoza","minor","236244","1484281759" +"Torreón","Torreon","25.5701","-103.4200","Mexico","MX","MEX","Coahuila de Zaragoza","minor","1144000","1484215762" +"Nogales","Nogales","31.3050","-110.9450","Mexico","MX","MEX","Sonora","minor","178097","1484364591" +"Rio Verde","Rio Verde","21.9300","-99.9800","Mexico","MX","MEX","San Luis Potosí","minor","69613","1484341437" +"Tamuín","Tamuin","21.9804","-98.7500","Mexico","MX","MEX","San Luis Potosí","minor","14748","1484269723" +"Tamazunchale","Tamazunchale","21.2704","-98.7800","Mexico","MX","MEX","San Luis Potosí","minor","72685","1484802864" +"Ciudad Valles","Ciudad Valles","21.9800","-99.0200","Mexico","MX","MEX","San Luis Potosí","minor","114964","1484904610" +"Cardenas","Cardenas","22.0000","-99.6700","Mexico","MX","MEX","San Luis Potosí","minor","15331","1484956696" +"Guamúchil","Guamuchil","25.4704","-108.0900","Mexico","MX","MEX","Sinaloa","minor","62695","1484709566" +"Tijuana","Tijuana","32.5000","-117.0800","Mexico","MX","MEX","Baja California","minor","1553000","1484708778" +"Cozumel","Cozumel","20.5100","-86.9500","Mexico","MX","MEX","Quintana Roo","minor","73934","1484935305" +"Isla Mujeres","Isla Mujeres","21.2084","-86.7115","Mexico","MX","MEX","Quintana Roo","minor","12491","1484856745" +"Cancún","Cancun","21.1700","-86.8300","Mexico","MX","MEX","Quintana Roo","minor","542043","1484010310" +"Felipe Carrillo Puerto","Felipe Carrillo Puerto","19.5804","-88.0500","Mexico","MX","MEX","Quintana Roo","minor","24807","1484914299" +"Champotón","Champoton","19.3504","-90.7200","Mexico","MX","MEX","Campeche","minor","26636","1484959684" +"Cuencame","Cuencame","24.8704","-103.7000","Mexico","MX","MEX","Durango","minor","8876","1484919654" +"Canatlan","Canatlan","24.5200","-104.7800","Mexico","MX","MEX","Durango","minor","10342","1484221814" +"Compostela","Compostela","21.2304","-104.9000","Mexico","MX","MEX","Nayarit","minor","16162","1484966833" +"Santiago Ixcuintla","Santiago Ixcuintla","21.8200","-105.2200","Mexico","MX","MEX","Nayarit","minor","18365","1484248235" +"Tuxpan","Tuxpan","21.9304","-105.2700","Mexico","MX","MEX","Nayarit","minor","26115","1484274950" +"Matehuala","Matehuala","23.6604","-100.6500","Mexico","MX","MEX","San Luis Potosí","minor","67717","1484682498" +"Fresnillo","Fresnillo","23.1704","-102.8600","Mexico","MX","MEX","Zacatecas","minor","105488","1484014035" +"Valparaíso","Valparaiso","22.7704","-103.5700","Mexico","MX","MEX","Zacatecas","minor","10545","1484885454" +"Sabinas Hidalgo","Sabinas Hidalgo","26.5100","-100.1800","Mexico","MX","MEX","Nuevo León","minor","32047","1484159329" +"Ascensión","Ascension","31.1000","-107.9800","Mexico","MX","MEX","Chihuahua","minor","11781","1484659928" +"Ciudad Juárez","Ciudad Juarez","31.6904","-106.4900","Mexico","MX","MEX","Chihuahua","minor","1343000","1484840083" +"Juan Aldama","Juan Aldama","24.2904","-103.3900","Mexico","MX","MEX","Zacatecas","minor","14162","1484898373" +"Caborca","Caborca","30.7161","-112.1642","Mexico","MX","MEX","Sonora","minor","57357","1484993432" +"Magdalena","Magdalena","30.6166","-111.0500","Mexico","MX","MEX","Sonora","minor","23359","1484799240" +"Mazatlán","Mazatlan","29.0171","-110.1333","Mexico","MX","MEX","Sonora","minor","500000","1484350756" +"Puerto Vallarta","Puerto Vallarta","20.6771","-105.2450","Mexico","MX","MEX","Jalisco","minor","187134","1484408906" +"Zumpango","Zumpango","19.8104","-99.1100","Mexico","MX","MEX","México","minor","250000","1484625824" +"Nuevo Laredo","Nuevo Laredo","27.5000","-99.5500","Mexico","MX","MEX","Tamaulipas","minor","349550","1484597234" +"Matamoros","Matamoros","25.8800","-97.5000","Mexico","MX","MEX","Tamaulipas","minor","538785","1484614906" +"San Fernando","San Fernando","24.8504","-98.1600","Mexico","MX","MEX","Tamaulipas","minor","29171","1484830415" +"Ciudad Madero","Ciudad Madero","22.3189","-97.8361","Mexico","MX","MEX","Tamaulipas","minor","192736","1484185237" +"Tampico","Tampico","22.3000","-97.8700","Mexico","MX","MEX","Tamaulipas","minor","859419","1484060031" +"Ciudad Mante","Ciudad Mante","22.7334","-98.9500","Mexico","MX","MEX","Tamaulipas","minor","79981","1484536173" +"Tula","Tula","23.0004","-99.7200","Mexico","MX","MEX","Tamaulipas","minor","9054","1484516323" +"Ciudad Guzman","Ciudad Guzman","19.7104","-103.4600","Mexico","MX","MEX","Jalisco","minor","92161","1484316056" +"Ciudad Camargo","Ciudad Camargo","27.6904","-105.1701","Mexico","MX","MEX","Chihuahua","minor","37743","1484013592" +"Cuauhtémoc","Cuauhtemoc","28.4257","-106.8696","Mexico","MX","MEX","Chihuahua","minor","90835","1484365643" +"Nuevo Casas Grandes","Nuevo Casas Grandes","30.4185","-107.9119","Mexico","MX","MEX","Chihuahua","minor","54826","1484004002" +"Poza Rica de Hidalgo","Poza Rica de Hidalgo","20.5504","-97.4700","Mexico","MX","MEX","Veracruz","minor","254481","1484808798" +"Ometepec","Ometepec","16.6801","-98.4200","Mexico","MX","MEX","Guerrero","minor","30271","1484936909" +"Ciudad Altamirano","Ciudad Altamirano","18.3204","-100.6500","Mexico","MX","MEX","Guerrero","minor","24533","1484274706" +"Huatabampo","Huatabampo","26.8304","-109.6300","Mexico","MX","MEX","Sonora","minor","30426","1484335657" +"Ciudad Obregon","Ciudad Obregon","27.4666","-109.9250","Mexico","MX","MEX","Sonora","minor","288002","1484887986" +"Guaymas","Guaymas","27.9300","-110.8900","Mexico","MX","MEX","Sonora","minor","103449","1484689704" +"Pánuco","Panuco","22.0604","-98.1900","Mexico","MX","MEX","Veracruz","minor","35316","1484059135" +"Cananea","Cananea","30.9904","-110.3000","Mexico","MX","MEX","Sonora","minor","33433","1484752107" +"Acapulco","Acapulco","16.8500","-99.9160","Mexico","MX","MEX","Guerrero","minor","715584","1484463183" +"San Cristobal de Las Casas","San Cristobal de Las Casas","16.7500","-92.6334","Mexico","MX","MEX","Chiapas","minor","186661","1484451215" +"Veracruz","Veracruz","19.1773","-96.1600","Mexico","MX","MEX","Veracruz","minor","578963","1484992153" +"Coatzacoalcos","Coatzacoalcos","18.1204","-94.4200","Mexico","MX","MEX","Veracruz","minor","287285","1484016854" +"Santiago Tuxtla","Santiago Tuxtla","18.4704","-95.3000","Mexico","MX","MEX","Veracruz","minor","15681","1484009696" +"Córdoba","Cordoba","18.9204","-96.9200","Mexico","MX","MEX","Veracruz","minor","220563","1484179679" +"Nautla","Nautla","20.2166","-96.7834","Mexico","MX","MEX","Veracruz","minor","2890","1484174535" +"Sibu","Sibu","2.3030","111.8430","Malaysia","MY","MYS","Sarawak","","203832","1458970454" +"Shah Alam","Shah Alam","3.0667","101.5500","Malaysia","MY","MYS","","","481654","1458194263" +"Bintulu","Bintulu","3.1664","113.0360","Malaysia","MY","MYS","Sarawak","","151617","1458164361" +"Kuching","Kuching","1.5300","110.3300","Malaysia","MY","MYS","Sarawak","admin","570407","1458462262" +"Victoria","Victoria","5.2767","115.2417","Malaysia","MY","MYS","Labuan","admin","","1458460967" +"Taiping","Taiping","4.8650","100.7200","Malaysia","MY","MYS","Perak","","237095","1458446120" +"Chukai","Chukai","4.2332","103.4479","Malaysia","MY","MYS","Terengganu","","82425","1458033606" +"Kuala Lumpur","Kuala Lumpur","3.1667","101.7000","Malaysia","MY","MYS","Kuala Lumpur ","primary","1448000","1458988644" +"Kangar","Kangar","6.4330","100.1900","Malaysia","MY","MYS","Perlis","admin","63869","1458939333" +"Alor Setar","Alor Setar","6.1133","100.3729","Malaysia","MY","MYS","Kedah","admin","336475","1458273978" +"George Town","George Town","5.4136","100.3294","Malaysia","MY","MYS","Pulau Pinang","admin","2500000","1458236750" +"Butterworth","Butterworth","5.4171","100.4000","Malaysia","MY","MYS","Pulau Pinang","","821652","1458469233" +"Sungai Petani","Sungai Petani","5.6497","100.4793","Malaysia","MY","MYS","Kedah","","358499","1458639918" +"Sandakan","Sandakan","5.8430","118.1080","Malaysia","MY","MYS","Sabah","","392288","1458405180" +"Lahad Datu","Lahad Datu","5.0464","118.3360","Malaysia","MY","MYS","Sabah","","105622","1458472057" +"Kota Baharu","Kota Baharu","6.1200","102.2300","Malaysia","MY","MYS","Kelantan","minor","505583","1458150101" +"Johor Bahru","Johor Bahru","1.4800","103.7300","Malaysia","MY","MYS","Johor","admin","875000","1458747615" +"Keluang","Keluang","2.0383","103.3179","Malaysia","MY","MYS","Johor","","169828","1458692921" +"Kuala Terengganu","Kuala Terengganu","5.3304","103.1200","Malaysia","MY","MYS","Terengganu","admin","350210","1458475563" +"Ipoh","Ipoh","4.6000","101.0650","Malaysia","MY","MYS","Perak","admin","673318","1458423505" +"Kuantan","Kuantan","3.8300","103.3200","Malaysia","MY","MYS","Pahang","admin","366229","1458763489" +"Kota Kinabalu","Kota Kinabalu","5.9800","116.1100","Malaysia","MY","MYS","Sabah","admin","527671","1458441859" +"Tawau","Tawau","4.2710","117.8960","Malaysia","MY","MYS","Sabah","","306462","1458745722" +"Kuala Lipis","Kuala Lipis","4.1840","102.0420","Malaysia","MY","MYS","Pahang","","15448","1458124212" +"Teluk Intan","Teluk Intan","4.0119","101.0314","Malaysia","MY","MYS","Perak","","101659","1458126062" +"Malacca","Malacca","2.2064","102.2465","Malaysia","MY","MYS","Melaka","","788706","1458467506" +"Muar","Muar","2.0337","102.5666","Malaysia","MY","MYS","Johor","","191346","1458170112" +"Miri","Miri","4.3999","113.9845","Malaysia","MY","MYS","Sarawak","","228212","1458079883" +"Seremban","Seremban","2.7105","101.9400","Malaysia","MY","MYS","Negeri Sembilan","admin","372917","1458051507" +"Putrajaya","Putrajaya","2.9140","101.7019","Malaysia","MY","MYS","Negeri Sembilan","","67964","1458754832" +"Raub","Raub","3.7927","101.8423","Malaysia","MY","MYS","Pahang","","40024","1458881822" +"Batu Pahat","Batu Pahat","1.8504","102.9333","Malaysia","MY","MYS","Johor","","199619","1458310769" +"Kelang","Kelang","3.0204","101.5500","Malaysia","MY","MYS","Selangor","admin","956000","1458509635" +"Espungabera","Espungabera","-20.4501","32.7700","Mozambique","MZ","MOZ","Manica","","393","1508256538" +"Quelimane","Quelimane","-17.8800","36.8900","Mozambique","MZ","MOZ","Zambézia","admin","188964","1508396687" +"Nicuadala","Nicuadala","-17.6077","36.8197","Mozambique","MZ","MOZ","Zambézia","","6945","1508484170" +"Mapai","Mapai","-22.8427","31.9631","Mozambique","MZ","MOZ","Gaza","","201","1508081096" +"Mocimboa","Mocimboa","-11.3196","40.3500","Mozambique","MZ","MOZ","","","27909","1508815299" +"Maxixe","Maxixe","-23.8660","35.3886","Mozambique","MZ","MOZ","Inhambane","","119868","1508002342" +"Mocambique","Mocambique","-15.0399","40.6822","Mozambique","MZ","MOZ","Nampula","","54315","1508063712" +"Nampula","Nampula","-15.1360","39.2930","Mozambique","MZ","MOZ","Nampula","admin","388526","1508958445" +"Massangena","Massangena","-21.5373","32.9564","Mozambique","MZ","MOZ","Gaza","","650","1508224482" +"Quissico","Quissico","-24.7257","34.7660","Mozambique","MZ","MOZ","Inhambane","","1210","1508214411" +"Chiramba","Chiramba","-16.8921","34.6559","Mozambique","MZ","MOZ","Manica","","556","1508392455" +"Xai-Xai","Xai-Xai","-25.0400","33.6400","Mozambique","MZ","MOZ","Gaza","admin","128805","1508689070" +"Ligonha","Ligonha","-15.1757","37.7400","Mozambique","MZ","MOZ","Nampula","","3500","1508105140" +"Vilanculos","Vilanculos","-21.9995","35.3166","Mozambique","MZ","MOZ","Inhambane","","177","1508379289" +"Dondo","Dondo","-19.6196","34.7300","Mozambique","MZ","MOZ","Sofala","","78648","1508741848" +"Macia","Macia","-25.0195","33.0900","Mozambique","MZ","MOZ","Gaza","","23156","1508558129" +"Moatize","Moatize","-16.0995","33.9500","Mozambique","MZ","MOZ","Tete","","42000","1508074512" +"Angoche","Angoche","-16.2300","39.9100","Mozambique","MZ","MOZ","Nampula","","57835","1508591443" +"Cuamba","Cuamba","-14.7896","36.5400","Mozambique","MZ","MOZ","Niassa","","73268","1508862081" +"Inhambane","Inhambane","-23.8580","35.3398","Mozambique","MZ","MOZ","Inhambane","admin","115776","1508945412" +"Beira","Beira","-19.8200","34.8700","Mozambique","MZ","MOZ","Sofala","admin","530604","1508407369" +"Lichinga","Lichinga","-13.3000","35.2400","Mozambique","MZ","MOZ","Niassa","admin","109839","1508041628" +"Pemba","Pemba","-12.9830","40.5323","Mozambique","MZ","MOZ","Cabo Delgado","admin","110643","1508872233" +"Panda","Panda","-24.0629","34.7303","Mozambique","MZ","MOZ","Inhambane","","602","1508574997" +"Manica","Manica","-18.9696","32.8800","Mozambique","MZ","MOZ","Manica","","4000","1508848017" +"Nacala","Nacala","-14.5186","40.7150","Mozambique","MZ","MOZ","Nampula","","224795","1508752825" +"Montepuez","Montepuez","-13.1196","39.0000","Mozambique","MZ","MOZ","Cabo Delgado","","72279","1508552201" +"Maputo","Maputo","-25.9553","32.5892","Mozambique","MZ","MOZ","Maputo","primary","1446000","1508074843" +"Mocuba","Mocuba","-16.8496","38.2600","Mozambique","MZ","MOZ","Zambézia","","68984","1508699932" +"Marrupa","Marrupa","-13.1984","37.4995","Mozambique","MZ","MOZ","Niassa","","8762","1508890063" +"Chimoio","Chimoio","-19.1200","33.4700","Mozambique","MZ","MOZ","Manica","admin","256936","1508460246" +"Tete","Tete","-16.1700","33.5800","Mozambique","MZ","MOZ","Tete","admin","129316","1508476900" +"Matola","Matola","-25.9696","32.4600","Mozambique","MZ","MOZ","Maputo","","543907","1508768577" +"Oshikango","Oshikango","-17.3995","15.8800","Namibia","NA","NAM","Ohangwena","","12423","1516819374" +"Okahandja","Okahandja","-21.9796","16.9100","Namibia","NA","NAM","Otjozondjupa","","20879","1516123978" +"Ongwediva","Ongwediva","-17.7800","15.7700","Namibia","NA","NAM","Oshana","","25032","1516962966" +"Windhoek","Windhoek","-22.5700","17.0835","Namibia","NA","NAM","Khomas","primary","268132","1516802003" +"Oranjemund","Oranjemund","-28.5495","16.4300","Namibia","NA","NAM","//Karas","","8496","1516991599" +"Otavi","Otavi","-19.6400","17.3420","Namibia","NA","NAM","Otjozondjupa","","4562","1516874756" +"Rehoboth","Rehoboth","-23.3196","17.0800","Namibia","NA","NAM","Hardap","","25219","1516928100" +"Bethanie","Bethanie","-26.4995","17.1500","Namibia","NA","NAM","//Karas","","10363","1516358571" +"Karasburg","Karasburg","-28.0196","18.7400","Namibia","NA","NAM","//Karas","","6054","1516005938" +"Omaruru","Omaruru","-21.4360","15.9510","Namibia","NA","NAM","Erongo","","11547","1516735467" +"Walvis Bay","Walvis Bay","-22.9575","14.5053","Namibia","NA","NAM","Erongo","","52058","1516267898" +"Karibib","Karibib","-21.9390","15.8530","Namibia","NA","NAM","Erongo","","6898","1516472073" +"Lüderitz","Luderitz","-26.6480","15.1594","Namibia","NA","NAM","//Karas","","15137","1516141896" +"Grootfontein","Grootfontein","-19.5666","18.1166","Namibia","NA","NAM","Otjozondjupa","","24099","1516286878" +"Usakos","Usakos","-21.9995","15.5800","Namibia","NA","NAM","Erongo","","9147","1516430978" +"Outjo","Outjo","-20.1095","16.1400","Namibia","NA","NAM","Kunene","","6557","1516062528" +"Katima Mulilo","Katima Mulilo","-17.4996","24.2600","Namibia","NA","NAM","Zambezi","admin","25027","1516068788" +"Outapi","Outapi","-17.5000","14.9833","Namibia","NA","NAM","Omusati","admin","","1516820698" +"Eenhana","Eenhana","-17.4667","16.3333","Namibia","NA","NAM","Ohangwena","admin","","1516685856" +"Oshakati","Oshakati","-17.7833","15.6833","Namibia","NA","NAM","Oshana","admin","","1516866759" +"Gobabis","Gobabis","-22.4550","18.9630","Namibia","NA","NAM","Omaheke","admin","16321","1516128715" +"Maltahöhe","Maltahohe","-24.8400","16.9400","Namibia","NA","NAM","Hardap","","2329","1516195038" +"Opuwo","Opuwo","-18.0596","13.8200","Namibia","NA","NAM","Kunene","admin","4857","1516958242" +"Swakopmund","Swakopmund","-22.6689","14.5350","Namibia","NA","NAM","Erongo","admin","29491","1516214290" +"Keetmanshoop","Keetmanshoop","-26.5739","18.1300","Namibia","NA","NAM","//Karas","admin","18039","1516607376" +"Otjiwarongo","Otjiwarongo","-20.4595","16.6400","Namibia","NA","NAM","Otjozondjupa","admin","24815","1516719545" +"Mariental","Mariental","-24.6196","17.9599","Namibia","NA","NAM","Hardap","admin","13380","1516582394" +"Rundu","Rundu","-17.9200","19.7499","Namibia","NA","NAM","Kavango East","admin","58172","1516885937" +"Nkurenkuru","Nkurenkuru","-17.6167","18.6000","Namibia","NA","NAM","Kavango West","admin","","1516271813" +"Tsumeb","Tsumeb","-19.2400","17.7100","Namibia","NA","NAM","Oshikoto","","14959","1516619412" +"Omuthiya","Omuthiya","-18.3611","16.5814","Namibia","NA","NAM","Oshikoto","admin","","1516000004" +"Koné","Kone","-21.0667","164.8667","New Caledonia","NC","NCL","Province Nord","admin","","1540397627" +"Wé","We","-20.9000","167.2667","New Caledonia","NC","NCL","Province Îles","admin","","1540672599" +"Nouméa","Noumea","-22.2625","166.4443","New 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+"Pokhara","Pokhara","28.2640","83.9720","Nepal","NP","NPL","","","200000","1524416084" +"Hetauda","Hetauda","27.4167","85.0334","Nepal","NP","NPL","","","232334","1524551914" +"Dandeldhura","Dandeldhura","29.3000","80.6000","Nepal","NP","NPL","","","19014","1524639464" +"Baglung","Baglung","28.2667","83.5833","Nepal","NP","NPL","","","23296","1524266307" +"Ramechhap","Ramechhap","27.3260","86.0870","Nepal","NP","NPL","Janakpur","","15000","1524628973" +"Lalitpur","Lalitpur","27.6666","85.3333","Nepal","NP","NPL","","","337785","1524593184" +"Biratnagar","Biratnagar","26.4837","87.2833","Nepal","NP","NPL","","","182324","1524520011" +"Rajbiraj","Rajbiraj","26.5333","86.7333","Nepal","NP","NPL","","","33061","1524363655" +"Bhimphedi","Bhimphedi","27.5510","85.1300","Nepal","NP","NPL","","","15000","1524596923" +"Ilam","Ilam","26.9080","87.9260","Nepal","NP","NPL","","","17491","1524034598" +"Dhangarhi","Dhangarhi","28.6950","80.5930","Nepal","NP","NPL","","","92294","1524561456" +"Birganj","Birganj","27.0004","84.8666","Nepal","NP","NPL","","","133238","1524676691" +"Nepalganj","Nepalganj","28.0503","81.6167","Nepal","NP","NPL","","","64400","1524207917" +"Alofi","Alofi","-19.0167","-169.9167","Niue","NU","NIU","","primary","","1570882835" +"Masterton","Masterton","-40.9439","175.6456","New Zealand","NZ","NZL","Wellington","","20200","1554641049" +"Gore","Gore","-46.0947","168.9604","New Zealand","NZ","NZL","Southland","","9750","1554979133" +"Te Anau","Te Anau","-45.4074","167.7585","New Zealand","NZ","NZL","Southland","","1857","1554603580" +"Invercargill","Invercargill","-46.4094","168.3650","New Zealand","NZ","NZL","Southland","","49200","1554148942" +"Ashburton","Ashburton","-43.8983","171.7486","New Zealand","NZ","NZL","Canterbury","","17700","1554784264" +"Timaru","Timaru","-44.3972","171.2425","New Zealand","NZ","NZL","Canterbury","","27200","1554243304" +"Kaikoura","Kaikoura","-42.4012","173.6897","New Zealand","NZ","NZL","Canterbury","","2172","1554578431" +"Christchurch","Christchurch","-43.5350","172.6300","New Zealand","NZ","NZL","Canterbury","","363200","1554377228" +"Queenstown","Queenstown","-45.0227","168.7251","New Zealand","NZ","NZL","Otago","","16600","1554582165" +"Porirua","Porirua","-41.1219","174.8524","New Zealand","NZ","NZL","Wellington","","52500","1554561880" +"Wanaka","Wanaka","-44.6980","169.1449","New Zealand","NZ","NZL","Otago","","5037","1554152950" +"Nelson","Nelson","-41.2926","173.2474","New Zealand","NZ","NZL","Nelson","","60800","1554017097" +"Picton","Picton","-41.2805","174.0166","New Zealand","NZ","NZL","Marlborough","","2928","1554865401" +"Hamilton","Hamilton","-37.7783","175.2896","New Zealand","NZ","NZL","Waikato","","148200","1554873040" +"Dunedin","Dunedin","-45.8854","170.4910","New Zealand","NZ","NZL","Otago","","117700","1554475997" +"Thames","Thames","-37.1384","175.5853","New Zealand","NZ","NZL","Waikato","","6756","1554802053" +"Lower Hutt","Lower Hutt","-41.2037","174.9123","New Zealand","NZ","NZL","Wellington","","102400","1554623632" +"Palmerston North","Palmerston North","-40.3527","175.6072","New Zealand","NZ","NZL","Manawatu-Wanganui","","82400","1554138183" +"Wanganui","Wanganui","-39.9326","175.0393","New Zealand","NZ","NZL","Manawatu-Wanganui","","43200","1554827998" +"Westport","Westport","-41.7638","171.6028","New Zealand","NZ","NZL","West Coast","","3900","1554650685" +"Hokitika","Hokitika","-42.7072","171.0100","New Zealand","NZ","NZL","West Coast","","3078","1554205461" +"Greymouth","Greymouth","-42.4716","171.2231","New Zealand","NZ","NZL","West Coast","","10100","1554984303" +"Paraparaumu","Paraparaumu","-40.9034","174.9989","New Zealand","NZ","NZL","Wellington","","25263","1554166459" +"Wellington","Wellington","-41.3000","174.7833","New Zealand","NZ","NZL","","primary","393400","1554772152" +"Upper Hutt","Upper Hutt","-41.1355","175.0290","New Zealand","NZ","NZL","Wellington","","39200","1554000042" +"Levin","Levin","-40.6124","175.2772","New Zealand","NZ","NZL","Manawatu-Wanganui","","19550","1554983635" +"Rotorua","Rotorua","-38.1317","176.2483","New Zealand","NZ","NZL","Bay of Plenty","","56200","1554000379" +"Tauranga","Tauranga","-37.6964","176.1536","New Zealand","NZ","NZL","Bay of Plenty","","121500","1554759867" +"Waitangi","Waitangi","-44.0263","-176.3696","New Zealand","NZ","NZL","Chatham Islands","","300","1554847194" +"Taupo","Taupo","-38.6930","176.0771","New Zealand","NZ","NZL","Waikato","","22600","1554654784" +"Whakatane","Whakatane","-37.9574","176.9828","New Zealand","NZ","NZL","Bay of Plenty","","18700","1554253729" +"Kerikeri","Kerikeri","-35.2285","173.9507","New Zealand","NZ","NZL","Northland","","5856","1554530676" +"Whangarei","Whangarei","-35.7256","174.3230","New Zealand","NZ","NZL","Northland","","52200","1554000636" +"Pukekohe","Pukekohe","-37.2015","174.9033","New Zealand","NZ","NZL","","","26300","1554599644" +"Auckland","Auckland","-36.8481","174.7630","New Zealand","NZ","NZL","Auckland","","1377200","1554435911" +"Waitakere","Waitakere","-36.8524","174.5543","New Zealand","NZ","NZL","Auckland","","208100","1554034359" +"Cambridge","Cambridge","-37.8894","175.4703","New Zealand","NZ","NZL","Waikato","","15192","1554000848" +"Kaitaia","Kaitaia","-35.1099","173.2727","New Zealand","NZ","NZL","Northland","","5202","1554000934" +"Gisborne","Gisborne","-38.6633","178.0181","New Zealand","NZ","NZL","Gisborne","","34300","1554359840" +"Turangi","Turangi","-38.9889","175.8142","New Zealand","NZ","NZL","Waikato","","3240","1554981086" +"Tokoroa","Tokoroa","-38.2245","175.8705","New Zealand","NZ","NZL","Waikato","","13350","1554951529" +"Manukau","Manukau","-37.0000","174.8850","New Zealand","NZ","NZL","Auckland","","375600","1554797148" +"Napier","Napier","-39.4900","176.9265","New Zealand","NZ","NZL","Hawke’s Bay","","57800","1554064936" +"North Shore","North Shore","-36.7913","174.7758","New Zealand","NZ","NZL","Auckland","","205605","1554717659" +"Oban","Oban","-46.8876","168.1666","New Zealand","NZ","NZL","Southland","","310","1554077152" +"New Plymouth","New Plymouth","-39.0556","174.0748","New Zealand","NZ","NZL","Taranaki","","52500","1554939405" +"Hawera","Hawera","-39.5795","174.2780","New Zealand","NZ","NZL","Taranaki","","11100","1554872573" +"Kaiapoi","Kaiapoi","-43.3813","172.6510","New Zealand","NZ","NZL","Canterbury","","10200","1554001309" +"Mirbat","Mirbat","16.9924","54.6918","Oman","OM","OMN","Z̧ufār","","1120","1512455360" +"Nizwa","Nizwa","22.9264","57.5314","Oman","OM","OMN","Ad Dākhilīyah","admin","72076","1512180300" +"Ar Rustāq","Ar Rustaq","23.3908","57.4244","Oman","OM","OMN","Janūb al Bāţinah","admin","","1512376854" +"Haymā’","Hayma'","19.9333","56.3167","Oman","OM","OMN","Al Wusţá","admin","","1512927824" +"Şūr","Sur","22.5667","59.5289","Oman","OM","OMN","Janūb ash Sharqīyah","admin","","1512350600" +"Khaşab","Khasab","26.1799","56.2477","Oman","OM","OMN","Musandam","admin","","1512236141" +"Salalah","Salalah","17.0255","54.0852","Oman","OM","OMN","Z̧ufār","admin","203877","1512995148" +"Muscat","Muscat","23.6133","58.5933","Oman","OM","OMN","Masqaţ","primary","734697","1512035506" +"Şuḩār","Suhar","24.3643","56.7468","Oman","OM","OMN","Shamāl al Bāţinah","admin","","1512602960" +"Ibrā’","Ibra'","22.6906","58.5334","Oman","OM","OMN","Shamāl ash Sharqīyah","admin","","1512341564" +"Alayat Samail","Alayat Samail","23.3032","57.9782","Oman","OM","OMN","Ad Dākhilīyah","","47718","1512000205" +"Ibri","Ibri","23.2254","56.5170","Oman","OM","OMN","Ad Dākhilīyah","admin","101640","1512077267" +"Al Buraymī","Al Buraymi","24.2611","55.7903","Oman","OM","OMN","Al Buraymī","admin","","1512959921" +"As Sib","As Sib","23.6802","58.1825","Oman","OM","OMN","Masqaţ","","237816","1512461161" +"Dawwah","Dawwah","20.6330","58.9080","Oman","OM","OMN","Janūb ash Sharqīyah","","2000","1512793920" +"Suhar","Suhar","24.3620","56.7344","Oman","OM","OMN","Shamāl al Bāţinah","","151349","1512145575" +"Balboa","Balboa","8.9500","-79.5667","Panama","PA","PAN","Panamá","","62882","1591922184" +"Panama City","Panama City","8.9680","-79.5330","Panama","PA","PAN","Panamá","primary","1281000","1591672475" +"La Chorrera","La Chorrera","8.8803","-79.7833","Panama","PA","PAN","Panamá Oeste","admin","","1591982720" +"Colón","Colon","9.3650","-79.8750","Panama","PA","PAN","Colón","admin","204000","1591599922" +"Jaqué","Jaque","7.5190","-78.1660","Panama","PA","PAN","Darién","minor","1357","1591579329" +"La Palma","La Palma","8.3982","-78.1402","Panama","PA","PAN","Darién","admin","1845","1591177082" +"Penonome","Penonome","8.5100","-80.3600","Panama","PA","PAN","Coclé","admin","28766","1591602960" +"Unión Chocó","Union Choco","8.0989","-77.6085","Panama","PA","PAN","Emberá-Wounaan","admin","","1591671914" +"David","David","8.4333","-82.4333","Panama","PA","PAN","Chiriquí","admin","110037","1591487342" +"Puerto Armuelles","Puerto Armuelles","8.2800","-82.8700","Panama","PA","PAN","Chiriquí","minor","27147","1591562054" +"Santiago","Santiago","8.1004","-80.9833","Panama","PA","PAN","Veraguas","admin","45955","1591231138" +"Las Tablas","Las Tablas","7.7604","-80.2800","Panama","PA","PAN","Los Santos","admin","11358","1591472114" +"Chitré","Chitre","7.9700","-80.4200","Panama","PA","PAN","Herrera","admin","44082","1591257375" +"Buabidi","Buabidi","8.4746","-81.6983","Panama","PA","PAN","Ngöbe-Buglé","admin","","1591495919" +"Bocas del Toro","Bocas del Toro","9.3354","-82.2475","Panama","PA","PAN","Bocas del Toro","admin","9883","1591037947" +"Almirante","Almirante","9.3000","-82.4000","Panama","PA","PAN","Bocas del Toro","minor","8114","1591293829" +"El Porvenir","El Porvenir","9.5417","-78.9720","Panama","PA","PAN","Kuna Yala","admin","10","1591425685" +"Trujillo","Trujillo","-8.1200","-79.0200","Peru","PE","PER","La Libertad","admin","765171","1604613706" +"Lima","Lima","-12.0480","-77.0501","Peru","PE","PER","Lima","primary","8012000","1604728603" +"Abancay","Abancay","-13.6396","-72.8900","Peru","PE","PER","Apurímac","admin","55111","1604782074" +"Nuevo Rocafuerte","Nuevo Rocafuerte","-0.9329","-75.4000","Peru","PE","PER","Loreto","","40","1604951110" +"Arequipa","Arequipa","-16.4200","-71.5300","Peru","PE","PER","Arequipa","admin","815000","1604723954" +"Huaura","Huaura","-11.0600","-77.6000","Peru","PE","PER","Lima","","40400","1604503366" +"Tournavista","Tournavista","-8.9322","-74.7052","Peru","PE","PER","Huánuco","","511","1604006133" +"Jaén","Jaen","-5.7096","-78.8100","Peru","PE","PER","Cajamarca","","52493","1604707495" +"Huamachuco","Huamachuco","-7.8100","-78.0499","Peru","PE","PER","La Libertad","","30835","1604864093" +"Chiclayo","Chiclayo","-6.7629","-79.8366","Peru","PE","PER","Lambayeque","admin","596792","1604799615" +"Motupe","Motupe","-6.1500","-79.7100","Peru","PE","PER","Lambayeque","","13681","1604380129" +"Lamas","Lamas","-6.4300","-76.5200","Peru","PE","PER","San Martín","","13693","1604035883" +"Juanjuí","Juanjui","-7.1696","-76.7400","Peru","PE","PER","San Martín","","37715","1604229756" +"Olmos","Olmos","-5.9796","-79.7500","Peru","PE","PER","Lambayeque","","9800","1604825576" +"Moyobamba","Moyobamba","-6.0496","-76.9667","Peru","PE","PER","San Martín","admin","47734","1604635600" +"Tarapoto","Tarapoto","-6.5100","-76.4800","Peru","PE","PER","San Martín","","936","1604622202" +"Chulucanas","Chulucanas","-5.0896","-80.1700","Peru","PE","PER","Piura","","68835","1604692561" +"Huaraz","Huaraz","-9.5300","-77.5300","Peru","PE","PER","Ancash","admin","86934","1604026500" +"Chota","Chota","-6.5496","-78.6500","Peru","PE","PER","Cajamarca","","14240","1604928947" +"Callao","Callao","-12.0700","-77.1350","Peru","PE","PER","Callao","admin","876877","1604422141" +"Tarma","Tarma","-11.4100","-75.7300","Peru","PE","PER","Junín","","51350","1604810508" +"Ilave","Ilave","-16.0796","-69.6700","Peru","PE","PER","Puno","","16033","1604815838" +"Puno","Puno","-15.8329","-70.0333","Peru","PE","PER","Puno","admin","116552","1604227042" +"Urubamba","Urubamba","-13.3042","-72.1166","Peru","PE","PER","Cusco","","7540","1604753575" +"La Oroya","La Oroya","-11.5200","-75.9400","Peru","PE","PER","Junín","","33345","1604666304" +"San Ramon","San Ramon","-11.1296","-75.3400","Peru","PE","PER","Junín","","14708","1604957373" +"Cerro de Pasco","Cerro de Pasco","-10.6900","-76.2700","Peru","PE","PER","Pasco","admin","137232","1604446908" +"Jauja","Jauja","-11.7996","-75.5000","Peru","PE","PER","Junín","","21057","1604948232" +"Cajamarca","Cajamarca","-7.1500","-78.5300","Peru","PE","PER","Cajamarca","admin","142665","1604091119" +"Satipo","Satipo","-11.2600","-74.6900","Peru","PE","PER","Junín","","15532","1604355080" +"Ilo","Ilo","-17.6400","-71.3400","Peru","PE","PER","Moquegua","","53476","1604886582" +"Gueppi","Gueppi","-0.1166","-75.2300","Peru","PE","PER","Loreto","","10","1604411859" +"Otuzco","Otuzco","-7.9000","-78.5700","Peru","PE","PER","La Libertad","","10134","1604161129" +"Moquegua","Moquegua","-17.1900","-70.9400","Peru","PE","PER","Moquegua","admin","54517","1604230427" +"Andoas","Andoas","-2.9021","-76.4025","Peru","PE","PER","Loreto","","10","1604038416" +"Salaverry","Salaverry","-8.2200","-78.9900","Peru","PE","PER","La Libertad","","10066","1604741233" +"Pativilca","Pativilca","-10.6996","-77.8000","Peru","PE","PER","Lima","","31905","1604804321" +"Soldado Bartra","Soldado Bartra","-2.5161","-75.7666","Peru","PE","PER","Loreto","","10","1604302193" +"Puca Urco","Puca Urco","-2.3328","-71.9167","Peru","PE","PER","Loreto","","10","1604085670" +"Tumbes","Tumbes","-3.5700","-80.4600","Peru","PE","PER","Tumbes","admin","109223","1604505281" +"Ica","Ica","-14.0680","-75.7255","Peru","PE","PER","Ica","admin","279420","1604607907" +"Sullana","Sullana","-4.8896","-80.6800","Peru","PE","PER","Piura","","160789","1604666111" +"Cusco","Cusco","-13.5250","-71.9722","Peru","PE","PER","Cusco","admin","361182","1604162901" +"Santo Tomas","Santo Tomas","-14.4600","-72.0800","Peru","PE","PER","Cusco","","4134","1604893836" +"Puquio","Puquio","-14.7000","-74.1300","Peru","PE","PER","Ayacucho","","10491","1604629997" +"Juliaca","Juliaca","-15.5000","-70.1400","Peru","PE","PER","Puno","","245675","1604174464" +"Huancayo","Huancayo","-12.0800","-75.2000","Peru","PE","PER","Junín","admin","412733","1604249985" +"Piura","Piura","-5.2100","-80.6300","Peru","PE","PER","Piura","admin","396932","1604331641" +"Paita","Paita","-5.0900","-81.1200","Peru","PE","PER","Piura","","56151","1604588759" +"Tingo María","Tingo Maria","-9.2896","-75.9900","Peru","PE","PER","Huánuco","","53177","1604736000" +"Huánuco","Huanuco","-9.9200","-76.2400","Peru","PE","PER","Huánuco","admin","158145","1604589102" +"Sicuani","Sicuani","-14.2896","-71.2300","Peru","PE","PER","Cusco","","33575","1604929096" +"Desaguadero","Desaguadero","-16.5646","-69.0450","Peru","PE","PER","Puno","","5329","1604523021" +"Cajabamba","Cajabamba","-7.6196","-78.0400","Peru","PE","PER","Cajamarca","","13486","1604780784" +"Putina","Putina","-15.4700","-69.4300","Peru","PE","PER","Puno","","8118","1604856559" +"Pacasmayo","Pacasmayo","-7.4006","-79.5706","Peru","PE","PER","La Libertad","","39282","1604459740" +"Caballococha","Caballococha","-3.9163","-70.5083","Peru","PE","PER","Loreto","","3195","1604340559" +"Tocache","Tocache","-8.1796","-76.5200","Peru","PE","PER","San Martín","","29029","1604060187" +"Pucallpa","Pucallpa","-8.3689","-74.5350","Peru","PE","PER","Ucayali","admin","310750","1604478712" +"Junín","Junin","-11.1496","-76.0100","Peru","PE","PER","Junín","","15320","1604997443" +"Camaná","Camana","-16.6196","-72.7200","Peru","PE","PER","Arequipa","","20956","1604379091" +"Chincha Alta","Chincha Alta","-13.4196","-76.1400","Peru","PE","PER","Ica","","153076","1604035626" +"Nauta","Nauta","-4.5700","-73.7800","Peru","PE","PER","Loreto","","2500","1604159322" +"Iquitos","Iquitos","-3.7500","-73.2500","Peru","PE","PER","Loreto","admin","458729","1604493809" +"Puerto Maldonado","Puerto Maldonado","-12.6000","-69.1833","Peru","PE","PER","Madre de Dios","admin","67155","1604871130" +"Requena","Requena","-5.0696","-73.9100","Peru","PE","PER","Loreto","","18000","1604712979" +"Casma","Casma","-9.4400","-78.2100","Peru","PE","PER","Ancash","","30000","1604136455" +"Ayaviri","Ayaviri","-14.8796","-70.6000","Peru","PE","PER","Puno","","19310","1604922172" +"Chosica","Chosica","-11.9300","-76.7100","Peru","PE","PER","Lima","","88606","1604040866" +"Ayacucho","Ayacucho","-13.1750","-74.2200","Peru","PE","PER","Ayacucho","admin","166314","1604300430" +"Huancavelica","Huancavelica","-12.7900","-74.9900","Peru","PE","PER","Huancavelica","admin","44388","1604876709" +"Huanta","Huanta","-12.9496","-74.2500","Peru","PE","PER","Ayacucho","","18627","1604179024" +"Chilca","Chilca","-12.5196","-76.7400","Peru","PE","PER","Lima","","12884","1604361895" +"Chancay","Chancay","-11.5596","-77.2700","Peru","PE","PER","Lima","","26958","1604882367" +"Chimbote","Chimbote","-9.0700","-78.5700","Peru","PE","PER","Ancash","","349846","1604199858" +"Nasca","Nasca","-14.8300","-74.9400","Peru","PE","PER","Ica","","23556","1604291738" +"Mollendo","Mollendo","-17.0200","-72.0200","Peru","PE","PER","Arequipa","","49033","1604134214" +"Huarmey","Huarmey","-10.0696","-78.1600","Peru","PE","PER","Ancash","","16172","1604582499" +"Santiago","Santiago","-14.1896","-75.7400","Peru","PE","PER","Ica","","10449","1604889626" +"Coracora","Coracora","-15.0196","-73.7900","Peru","PE","PER","Ayacucho","","7420","1604800656" +"Pimentel","Pimentel","-6.8296","-79.9300","Peru","PE","PER","Lambayeque","","15552","1604924541" +"Ferreñafe","Ferrenafe","-6.6300","-79.8000","Peru","PE","PER","Lambayeque","","50184","1604452796" +"Talara","Talara","-4.5800","-81.2800","Peru","PE","PER","Piura","","99074","1604790735" +"Sechura","Sechura","-5.5596","-80.8200","Peru","PE","PER","Piura","","23020","1604728914" +"Pisco","Pisco","-13.7100","-76.2200","Peru","PE","PER","Ica","","81207","1604438126" +"Contamana","Contamana","-7.3400","-75.0200","Peru","PE","PER","Loreto","minor","18921","1604465551" +"Chachapoyas","Chachapoyas","-6.2296","-77.8700","Peru","PE","PER","Amazonas","admin","25978","1604650674" +"Huacho","Huacho","-11.1100","-77.6199","Peru","PE","PER","Lima","admin","80474","1604316784" +"Tacna","Tacna","-18.0000","-70.2500","Peru","PE","PER","Tacna","admin","280098","1604388134" +"Papeete","Papeete","-17.5334","-149.5667","French Polynesia","PF","PYF","","primary","131695","1258907380" +"Port Moresby","Port Moresby","-9.4647","147.1925","Papua New Guinea","PG","PNG","National Capital","primary","283733","1598685395" +"Kieta","Kieta","-6.2163","155.6333","Papua New Guinea","PG","PNG","Bougainville","","6958","1598490894" +"Sohano","Sohano","-5.4297","154.6711","Papua New Guinea","PG","PNG","Bougainville","","2338","1598474458" +"Wewak","Wewak","-3.5535","143.6367","Papua New Guinea","PG","PNG","East Sepik","","25143","1598405100" +"Kavieng","Kavieng","-2.5813","150.8130","Papua New Guinea","PG","PNG","New Ireland","","19728","1598946326" +"Lorengau","Lorengau","-2.0320","147.2800","Papua New Guinea","PG","PNG","Manus","","5806","1598571197" +"Hoskins","Hoskins","-5.4746","150.4100","Papua New Guinea","PG","PNG","West New Britain","","871","1598684520" +"Abau","Abau","-10.0426","148.5650","Papua New Guinea","PG","PNG","Central","","230","1598610032" +"Kimbe","Kimbe","-5.5500","150.1430","Papua New Guinea","PG","PNG","West New Britain","","18847","1598372456" +"Alotau","Alotau","-10.3021","150.4591","Papua New Guinea","PG","PNG","Milne Bay","","11624","1598284215" +"Daru","Daru","-9.1092","143.2337","Papua New Guinea","PG","PNG","Western","","15214","1598923764" +"Mt. Hagen","Mt. Hagen","-5.8632","144.2168","Papua New Guinea","PG","PNG","Western Highlands","","59064","1598400611" +"Lae","Lae","-6.7330","146.9900","Papua New Guinea","PG","PNG","Morobe","","131052","1598466091" +"Goroka","Goroka","-6.0833","145.3855","Papua New Guinea","PG","PNG","Eastern Highlands","","39699","1598928169" +"Madang","Madang","-5.2248","145.7853","Papua New Guinea","PG","PNG","Madang","","62023","1598116558" +"Arawa","Arawa","-6.2280","155.5660","Papua New Guinea","PG","PNG","Bougainville","","40266","1598413091" +"Kerema","Kerema","-7.9270","145.8380","Papua New Guinea","PG","PNG","Gulf","","5646","1598925932" +"Vanimo","Vanimo","-2.6900","141.3040","Papua New Guinea","PG","PNG","West Sepik","","11204","1598892363" +"Rabaul","Rabaul","-4.2055","152.1434","Papua New Guinea","PG","PNG","East New Britain","","8074","1598973225" +"Popondetta","Popondetta","-8.7692","148.2484","Papua New Guinea","PG","PNG","Northern","","28198","1598887925" +"Wabag","Wabag","-5.4900","143.7180","Papua New Guinea","PG","PNG","Enga","","3958","1598428400" +"Mendi","Mendi","-6.1444","143.6452","Papua New Guinea","PG","PNG","Southern Highlands","","26252","1598467297" +"Kundiawa","Kundiawa","-6.0230","144.9600","Papua New Guinea","PG","PNG","Chimbu","","9383","1598730976" +"Alabel","Alabel","6.1018","125.2905","Philippines","PH","PHL","Sarangani","admin","","1608579431" +"Laoag","Laoag","18.1988","120.5936","Philippines","PH","PHL","Ilocos Norte","admin","207048","1608043510" +"Marawi City","Marawi City","8.0034","124.2839","Philippines","PH","PHL","Lanao del Sur","admin","","1608812117" +"Cadiz","Cadiz","10.9587","123.3086","Philippines","PH","PHL","Negros Occidental","","283157","1608224037" +"Malaybalay","Malaybalay","8.1575","125.1278","Philippines","PH","PHL","Bukidnon","admin","","1608859265" +"Calbayog","Calbayog","12.0672","124.6042","Philippines","PH","PHL","Samar","","67921","1608088739" +"Gingoog","Gingoog","8.8304","125.1300","Philippines","PH","PHL","Misamis Oriental","","218","1608630986" +"Roxas","Roxas","11.5853","122.7511","Philippines","PH","PHL","Capiz","admin","102688","1608344583" +"San Pablo","San Pablo","14.0696","121.3226","Philippines","PH","PHL","Laguna","","240830","1608801564" +"San Carlos","San Carlos","10.5504","123.3800","Philippines","PH","PHL","Negros Occidental","","6353","1608048026" +"City of Isabela","City of Isabela","6.7041","121.9712","Philippines","PH","PHL","Basilan","admin","","1608621038" +"Cabanatuan","Cabanatuan","15.5021","120.9617","Philippines","PH","PHL","Nueva Ecija","","220250","1608247694" +"Baguio City","Baguio City","16.4300","120.5699","Philippines","PH","PHL","Baguio","admin","447824","1608164766" +"Manila","Manila","14.6042","120.9822","Philippines","PH","PHL","","primary","11100000","1608618140" +"Makati City","Makati City","14.5501","121.0360","Philippines","PH","PHL","Makati","admin","","1608725647" +"Pasig City","Pasig City","14.5604","121.0812","Philippines","PH","PHL","Pasig","admin","","1608278212" +"City of Parañaque","City of Paranaque","14.4978","120.9907","Philippines","PH","PHL","Parañaque","admin","","1608379532" +"Baler","Baler","15.7589","121.5607","Philippines","PH","PHL","Aurora","admin","","1608495530" +"Bangued","Bangued","17.5982","120.6155","Philippines","PH","PHL","Abra","admin","","1608442037" +"Balanga","Balanga","14.6761","120.5361","Philippines","PH","PHL","Bataan","admin","","1608467104" +"Boac","Boac","13.4463","121.8400","Philippines","PH","PHL","Marinduque","admin","","1608972476" +"Malita","Malita","6.4150","125.6117","Philippines","PH","PHL","Davao Occidental","admin","","1608802375" +"Malolos","Malolos","14.8443","120.8104","Philippines","PH","PHL","Bulacan","admin","","1608358783" +"Mati","Mati","6.9551","126.2166","Philippines","PH","PHL","Davao Oriental","admin","","1608000731" +"Batangas","Batangas","13.7817","121.0217","Philippines","PH","PHL","Batangas","admin","424508","1608417616" +"Bayombong","Bayombong","16.4812","121.1497","Philippines","PH","PHL","Nueva Vizcaya","admin","","1608066874" +"Angeles","Angeles","15.1451","120.5451","Philippines","PH","PHL","Angeles","admin","314493","1608036027" +"Bacolod","Bacolod","10.6317","122.9817","Philippines","PH","PHL","Bacolod","admin","949354","1608244137" +"Mandaue City","Mandaue City","10.3237","123.9436","Philippines","PH","PHL","Mandaue","admin","","1608794590" +"Bongao","Bongao","5.0292","119.7731","Philippines","PH","PHL","Tawi-Tawi","admin","","1608490585" +"Bontoc","Bontoc","17.0899","120.9780","Philippines","PH","PHL","Mountain","admin","","1608526537" +"Borongan","Borongan","11.6081","125.4319","Philippines","PH","PHL","Eastern Samar","admin","","1608990192" +"Butuan","Butuan","8.9495","125.5436","Philippines","PH","PHL","Butuan","admin","190557","1608000722" +"Cabadbaran","Cabadbaran","9.1236","125.5344","Philippines","PH","PHL","Agusan del Norte","admin","","1608889253" +"Cabarroguis","Cabarroguis","16.5111","121.5212","Philippines","PH","PHL","Quirino","admin","","1608312278" +"Cagayan de Oro","Cagayan de Oro","8.4508","124.6853","Philippines","PH","PHL","Cagayan de Oro","admin","1121561","1608831546" +"Calapan","Calapan","13.4108","121.1797","Philippines","PH","PHL","Oriental Mindoro","admin","","1608578259" +"Caloocan City","Caloocan City","14.6492","120.9826","Philippines","PH","PHL","Caloocan","admin","","1608897690" +"Catarman","Catarman","12.4989","124.6377","Philippines","PH","PHL","Northern Samar","admin","","1608432162" +"Catbalogan","Catbalogan","11.7753","124.8861","Philippines","PH","PHL","Samar","admin","","1608878798" +"Cebu","Cebu","10.3200","123.9001","Philippines","PH","PHL","Cebu","admin","815000","1608136151" +"Cotabato","Cotabato","7.2169","124.2484","Philippines","PH","PHL","Cotabato","admin","279519","1608753128" +"Daet","Daet","14.1122","122.9553","Philippines","PH","PHL","Camarines Norte","admin","","1608562606" +"Dagupan","Dagupan","16.0479","120.3408","Philippines","PH","PHL","Dagupan","admin","163676","1608530964" +"Davao","Davao","7.1100","125.6300","Philippines","PH","PHL","Davao","admin","1402000","1608906877" +"Digos","Digos","6.7497","125.3572","Philippines","PH","PHL","Davao del Sur","admin","","1608635653" +"Dipolog","Dipolog","8.5883","123.3409","Philippines","PH","PHL","Zamboanga del Norte","admin","","1608664300" +"Dumaguete City","Dumaguete City","9.3070","123.3074","Philippines","PH","PHL","Negros Oriental","admin","","1608682936" +"General Santos","General Santos","6.1108","125.1747","Philippines","PH","PHL","General Santos","admin","950530","1608171585" +"Iba","Iba","15.3276","119.9780","Philippines","PH","PHL","Zambales","admin","","1608986957" +"Ilagan","Ilagan","17.1485","121.8892","Philippines","PH","PHL","Isabela","admin","","1608190610" +"Iligan","Iligan","8.1712","124.2154","Philippines","PH","PHL","Iligan","admin","464599","1608000268" +"Iloilo","Iloilo","10.7050","122.5450","Philippines","PH","PHL","Iloilo","admin","387681","1608875987" +"Ipil","Ipil","7.7844","122.5861","Philippines","PH","PHL","Zamboanga Sibugay","admin","","1608307222" +"Jolo","Jolo","6.0522","121.0022","Philippines","PH","PHL","Sulu","admin","","1608685440" +"Jordan","Jordan","10.6584","122.5963","Philippines","PH","PHL","Guimaras","admin","","1608769914" +"Kabugao","Kabugao","18.0231","121.1840","Philippines","PH","PHL","Apayao","admin","","1608841504" +"Kalibo","Kalibo","11.7086","122.3648","Philippines","PH","PHL","Aklan","admin","","1608268539" +"Kidapawan","Kidapawan","7.0083","125.0894","Philippines","PH","PHL","Cotabato","admin","","1608883158" +"Lagawe","Lagawe","16.8000","121.1192","Philippines","PH","PHL","Ifugao","admin","","1608396110" +"La Trinidad","La Trinidad","16.4556","120.5903","Philippines","PH","PHL","Benguet","admin","","1608000107" +"Lapu-Lapu City","Lapu-Lapu City","10.3103","123.9494","Philippines","PH","PHL","Lapu-Lapu","admin","","1608430676" +"Legazpi","Legazpi","13.1700","123.7500","Philippines","PH","PHL","Albay","admin","320081","1608693683" +"Lingayen","Lingayen","16.0218","120.2319","Philippines","PH","PHL","Pangasinan","admin","","1608464071" +"Lucena","Lucena","13.9348","121.6127","Philippines","PH","PHL","Lucena","admin","","1608000461" +"Maasin","Maasin","10.1336","124.8447","Philippines","PH","PHL","Southern Leyte","admin","","1608244406" +"Malabon","Malabon","14.6691","120.9720","Philippines","PH","PHL","Malabon","admin","","1608045841" +"Mambajao","Mambajao","9.2504","124.7156","Philippines","PH","PHL","Camiguin","admin","","1608281273" +"Mamburao","Mamburao","13.2233","120.5960","Philippines","PH","PHL","Occidental Mindoro","admin","","1608912012" +"Mandaluyong City","Mandaluyong City","14.5832","121.0409","Philippines","PH","PHL","Mandaluyong","admin","","1608166320" +"Marikina City","Marikina City","14.6414","121.1118","Philippines","PH","PHL","Marikina","admin","","1608000077" +"Masbate","Masbate","12.3687","123.6225","Philippines","PH","PHL","Masbate","admin","","1608802236" +"Muntinlupa City","Muntinlupa City","14.4135","121.0263","Philippines","PH","PHL","Muntinlupa","admin","","1608473406" +"Nabunturan","Nabunturan","7.6029","125.9629","Philippines","PH","PHL","Compostela Valley","admin","","1608879246" +"Naga","Naga","13.6192","123.1814","Philippines","PH","PHL","Naga","admin","741635","1608775993" +"Naval","Naval","11.5612","124.3952","Philippines","PH","PHL","Biliran","admin","","1608929611" +"Navotas","Navotas","14.6477","120.9591","Philippines","PH","PHL","Navotas","admin","","1608538447" +"Olongapo","Olongapo","14.8296","120.2828","Philippines","PH","PHL","Olongapo","admin","304388","1608001640" +"Ormac","Ormac","11.0643","124.6075","Philippines","PH","PHL","Ormoc","admin","167584","1608269612" +"Oroquieta","Oroquieta","8.4859","123.8048","Philippines","PH","PHL","Misamis Occidental","admin","","1608239509" +"Pagadian","Pagadian","7.8530","123.5070","Philippines","PH","PHL","Zamboanga del Sur","admin","159590","1608329397" +"Palayan City","Palayan City","15.5415","121.0848","Philippines","PH","PHL","Nueva Ecija","admin","","1608192136" +"Pasay City","Pasay City","14.5504","121.0000","Philippines","PH","PHL","Pasay","admin","403064","1608448280" +"Pili","Pili","13.7177","123.7448","Philippines","PH","PHL","Camarines Sur","admin","","1608825988" +"Prosperidad","Prosperidad","8.5800","125.8964","Philippines","PH","PHL","Agusan del Sur","admin","","1608461552" +"Puerto Princesa","Puerto Princesa","9.7543","118.7444","Philippines","PH","PHL","Puerto Princesa","admin","157144","1608455700" +"Quezon City","Quezon City","14.6504","121.0300","Philippines","PH","PHL","Quezon","admin","2761720","1608974097" +"Romblon","Romblon","12.5751","122.2708","Philippines","PH","PHL","Romblon","admin","","1608428749" +"San Fernando","San Fernando","16.6186","120.3194","Philippines","PH","PHL","La Union","admin","","1608635527" +"San Fernando","San Fernando","15.0343","120.6844","Philippines","PH","PHL","Pampanga","admin","","1608862124" +"San Jose","San Jose","10.1800","125.5683","Philippines","PH","PHL","Dinagat Islands","admin","","1608435522" +"San Juan","San Juan","14.6000","121.0333","Philippines","PH","PHL","San Juan","admin","","1608817515" +"Santa Cruz","Santa Cruz","14.1167","121.2833","Philippines","PH","PHL","Laguna","admin","","1608131481" +"Santiago","Santiago","16.6881","121.5472","Philippines","PH","PHL","Santiago","admin","","1608477470" +"Shariff Aguak","Shariff Aguak","6.8647","124.4417","Philippines","PH","PHL","Maguindanao","admin","","1608346338" +"Siquijor","Siquijor","9.2142","123.5150","Philippines","PH","PHL","Siquijor","admin","","1608692949" +"Sorsogon","Sorsogon","12.9708","124.0053","Philippines","PH","PHL","Sorsogon","admin","","1608265953" +"Surigao","Surigao","9.7843","125.4888","Philippines","PH","PHL","Surigao del Norte","admin","87832","1608611556" +"Tabuk","Tabuk","17.4084","121.2785","Philippines","PH","PHL","Kalinga","admin","","1608980358" +"Tacloban","Tacloban","11.2504","125.0000","Philippines","PH","PHL","Tacloban","admin","280006","1608710592" +"Taguig City","Taguig City","14.5289","121.0723","Philippines","PH","PHL","Taguig","admin","","1608766695" +"Tagum","Tagum","7.4475","125.8094","Philippines","PH","PHL","Davao del Norte","admin","","1608755366" +"Tandag","Tandag","9.0783","126.1986","Philippines","PH","PHL","Surigao del Sur","admin","","1608155856" +"Tarlac","Tarlac","15.4838","120.5834","Philippines","PH","PHL","Tarlac","admin","183930","1608237027" +"Trece Martires City","Trece Martires City","14.2832","120.8677","Philippines","PH","PHL","Cavite","admin","","1608990723" +"Tubod","Tubod","8.0555","123.7904","Philippines","PH","PHL","Lanao del Norte","admin","","1608442374" +"Tuguegarao","Tuguegarao","17.6131","121.7269","Philippines","PH","PHL","Cagayan","admin","115105","1608110634" +"Valenzuela","Valenzuela","14.6936","120.9656","Philippines","PH","PHL","Valenzuela","admin","","1608492120" +"Vigan","Vigan","17.5747","120.3869","Philippines","PH","PHL","Ilocos Sur","admin","48545","1608368724" +"Virac","Virac","13.5848","124.2374","Philippines","PH","PHL","Catanduanes","admin","","1608265120" +"Zamboanga","Zamboanga","6.9200","122.0800","Philippines","PH","PHL","Zamboanga","admin","773000","1608189351" +"San Jose","San Jose","10.7450","121.9415","Philippines","PH","PHL","Antique","admin","","1608138574" +"Basco","Basco","20.4486","121.9702","Philippines","PH","PHL","Batanes","admin","","1608620601" +"Antipolo","Antipolo","14.5886","121.1757","Philippines","PH","PHL","Rizal","admin","","1608824345" +"Koronadal","Koronadal","6.2541","124.9922","Philippines","PH","PHL","South Cotabato","admin","","1608108139" +"Isulan","Isulan","6.6294","124.6051","Philippines","PH","PHL","Sultan Kudarat","admin","","1608085930" +"Ozamis","Ozamis","8.1462","123.8444","Philippines","PH","PHL","Misamis Occidental","","97806","1608100412" +"Tagum","Tagum","7.3821","125.8017","Philippines","PH","PHL","Davao del Norte","","6726","1608255342" +"Karachi","Karachi","24.8700","66.9900","Pakistan","PK","PAK","Sindh","admin","12130000","1586129469" +"Gilgit","Gilgit","35.9171","74.3000","Pakistan","PK","PAK","Gilgit-Baltistan","minor","216760","1586284242" +"Chaman","Chaman","30.9250","66.4463","Pakistan","PK","PAK","Balochistān","","88568","1586640695" +"Turbat","Turbat","25.9918","63.0718","Pakistan","PK","PAK","Balochistān","","147791","1586017339" +"Islamabad","Islamabad","33.7000","73.1666","Pakistan","PK","PAK","Islāmābād","primary","780000","1586306717" +"Zhob","Zhob","31.3490","69.4386","Pakistan","PK","PAK","Balochistān","minor","88356","1586969046" +"Quetta","Quetta","30.2200","67.0250","Pakistan","PK","PAK","Balochistān","admin","768000","1586556108" +"Hyderabad","Hyderabad","25.3800","68.3750","Pakistan","PK","PAK","Sindh","","1459000","1586427790" +"Mardan","Mardan","34.2000","72.0400","Pakistan","PK","PAK","Khyber Pakhtunkhwa","minor","300424","1586001546" +"Saidu","Saidu","34.7500","72.3500","Pakistan","PK","PAK","Khyber Pakhtunkhwa","minor","1860310","1586619596" +"Jhang","Jhang","31.2804","72.3250","Pakistan","PK","PAK","Punjab","minor","341210","1586288677" +"Kasur","Kasur","31.1254","74.4550","Pakistan","PK","PAK","Punjab","minor","290643","1586858135" +"Lahore","Lahore","31.5600","74.3500","Pakistan","PK","PAK","Punjab","admin","6577000","1586801463" +"Nawabshah","Nawabshah","26.2454","68.4000","Pakistan","PK","PAK","Sindh","minor","229504","1586294005" +"Chiniot","Chiniot","31.7200","72.9800","Pakistan","PK","PAK","Punjab","minor","201781","1586413435" +"Bannu","Bannu","32.9890","70.5986","Pakistan","PK","PAK","Khyber Pakhtunkhwa","minor","622419","1586858934" +"Sadiqabad","Sadiqabad","28.3006","70.1302","Pakistan","PK","PAK","Punjab","","189876","1586378758" +"Sukkur","Sukkur","27.7136","68.8486","Pakistan","PK","PAK","Sindh","minor","417767","1586383591" +"Peshawar","Peshawar","34.0050","71.5350","Pakistan","PK","PAK","Khyber Pakhtunkhwa","admin","1303000","1586851102" +"Bahawalpur","Bahawalpur","29.3900","71.6750","Pakistan","PK","PAK","Punjab","minor","552607","1586038700" +"Sargodha","Sargodha","32.0854","72.6750","Pakistan","PK","PAK","Punjab","minor","542603","1586696588" +"Dera Ismail Khan","Dera Ismail Khan","31.8290","70.8986","Pakistan","PK","PAK","Khyber Pakhtunkhwa","minor","101616","1586008360" +"Kundian","Kundian","32.4522","71.4718","Pakistan","PK","PAK","Punjab","","35406","1586180022" +"Gwadar","Gwadar","25.1390","62.3286","Pakistan","PK","PAK","Balochistān","minor","51901","1586857142" +"Parachinar","Parachinar","33.8992","70.1008","Pakistan","PK","PAK","Federally Administered Tribal Areas","","55685","1586337795" +"Larkana","Larkana","27.5618","68.2068","Pakistan","PK","PAK","Sindh","minor","364033","1586678302" +"Kohat","Kohat","33.6027","71.4327","Pakistan","PK","PAK","Khyber Pakhtunkhwa","minor","343027","1586349992" +"Rahim Yar Khan","Rahim Yar Khan","28.4202","70.2952","Pakistan","PK","PAK","Punjab","","353203","1586136399" +"Mirput Khas","Mirput Khas","25.5318","69.0118","Pakistan","PK","PAK","Sindh","minor","356435","1586156251" +"Dera Ghazi Khan","Dera Ghazi Khan","30.0604","70.6351","Pakistan","PK","PAK","Punjab","minor","236093","1586002238" +"Gujranwala","Gujranwala","32.1604","74.1850","Pakistan","PK","PAK","Punjab","minor","1513000","1586400472" +"Rawalpindi","Rawalpindi","33.6000","73.0400","Pakistan","PK","PAK","Punjab","minor","1858000","1586344001" +"Gujrat","Gujrat","32.5800","74.0800","Pakistan","PK","PAK","Punjab","minor","301506","1586006990" +"Sialkote","Sialkote","32.5200","74.5600","Pakistan","PK","PAK","Punjab","minor","477396","1586141444" +"Mansehra","Mansehra","34.3418","73.1968","Pakistan","PK","PAK","Khyber Pakhtunkhwa","minor","66486","1586902336" +"Abbottabad","Abbottabad","34.1495","73.1995","Pakistan","PK","PAK","Khyber Pakhtunkhwa","minor","1183647","1586788758" +"Multan","Multan","30.2000","71.4550","Pakistan","PK","PAK","Punjab","minor","1522000","1586256291" +"Sheikhu Pura","Sheikhu Pura","31.7200","73.9900","Pakistan","PK","PAK","Punjab","minor","361303","1586291726" +"Sahiwal","Sahiwal","30.6717","73.1118","Pakistan","PK","PAK","Punjab","minor","235695","1586672083" +"Okara","Okara","30.8104","73.4500","Pakistan","PK","PAK","Punjab","minor","223648","1586880900" +"Faisalabad","Faisalabad","31.4100","73.1100","Pakistan","PK","PAK","Punjab","minor","2617000","1586323916" +"Łódź","Lodz","51.7750","19.4514","Poland","PL","POL","Łódzkie","admin","758000","1616832750" +"Lublin","Lublin","51.2504","22.5727","Poland","PL","POL","Lubelskie","admin","360044","1616953501" +"Wrocław","Wroclaw","51.1104","17.0300","Poland","PL","POL","Dolnośląskie","admin","634893","1616108520" +"Białystok","Bialystok","53.1504","23.1700","Poland","PL","POL","Podlaskie","admin","291855","1616443575" +"Poznań","Poznan","52.4058","16.8999","Poland","PL","POL","Wielkopolskie","admin","623997","1616725607" +"Zielona Góra","Zielona Gora","51.9504","15.5000","Poland","PL","POL","Lubuskie","admin","118433","1616050904" +"Bydgoszcz","Bydgoszcz","53.1204","18.0100","Poland","PL","POL","Kujawsko-Pomorskie","admin","366452","1616454014" +"Szczecin","Szczecin","53.4204","14.5300","Poland","PL","POL","Zachodniopomorskie","admin","407811","1616256546" +"Gdańsk","Gdansk","54.3600","18.6400","Poland","PL","POL","Pomorskie","admin","740000","1616406372" +"Olsztyn","Olsztyn","53.8000","20.4800","Poland","PL","POL","Warmińsko-Mazurskie","admin","186670","1616383275" +"Katowice","Katowice","50.2604","19.0200","Poland","PL","POL","Śląskie","admin","2746000","1616798495" +"Rzeszów","Rzeszow","50.0705","22.0000","Poland","PL","POL","Podkarpackie","admin","245686","1616879570" +"Kraków","Krakow","50.0600","19.9600","Poland","PL","POL","Małopolskie","admin","756000","1616172264" +"Opole","Opole","50.6850","17.9313","Poland","PL","POL","Opolskie","admin","131412","1616096837" +"Kielce","Kielce","50.8904","20.6600","Poland","PL","POL","Świętokrzyskie","admin","215733","1616176351" +"Gorzów Wielkopolski","Gorzow Wielkopolski","52.7368","15.2288","Poland","PL","POL","Lubuskie","admin","","1616788025" +"Gdynia","Gdynia","54.5204","18.5300","Poland","PL","POL","Pomorskie","minor","314664","1616385189" +"Grudziądz","Grudziadz","53.4804","18.7500","Poland","PL","POL","Kujawsko-Pomorskie","minor","102443","1616391533" +"Inowrocław","Inowroclaw","52.7799","18.2500","Poland","PL","POL","Kujawsko-Pomorskie","minor","79007","1616606592" +"Gliwice","Gliwice","50.3304","18.6700","Poland","PL","POL","Śląskie","minor","507670","1616311376" +"Bytom","Bytom","50.3500","18.9100","Poland","PL","POL","Śląskie","minor","662247","1616740907" +"Warsaw","Warsaw","52.2500","21.0000","Poland","PL","POL","Mazowieckie","primary","1707000","1616024847" +"Elbląg","Elblag","54.1900","19.4027","Poland","PL","POL","Warmińsko-Mazurskie","minor","127558","1616395994" +"Ełk","Elk","53.8337","22.3500","Poland","PL","POL","Warmińsko-Mazurskie","minor","55769","1616783003" +"Koszalin","Koszalin","54.2000","16.1833","Poland","PL","POL","Zachodniopomorskie","minor","107450","1616258002" +"Saint-Pierre","Saint-Pierre","46.7811","-56.1764","Saint Pierre And Miquelon","PM","SPM","","primary","","1666340272" +"Adamstown","Adamstown","-25.0667","-130.0833","Pitcairn Islands","PN","PCN","","primary","","1612000000" +"Funchal","Funchal","32.6500","-16.8800","Portugal","PT","PRT","Madeira","admin","204767","1620995356" +"Setúbal","Setubal","38.5300","-8.9000","Portugal","PT","PRT","Setúbal","admin","117974","1620174557" +"Lisbon","Lisbon","38.7227","-9.1449","Portugal","PT","PRT","Lisboa","primary","2812000","1620619017" +"Évora","Evora","38.5600","-7.9060","Portugal","PT","PRT","Évora","admin","55620","1620456226" +"Angra do Heroísmo","Angra do Heroismo","38.6504","-27.2167","Portugal","PT","PRT","Azores","","12045","1620152939" +"Santarém","Santarem","39.2310","-8.6820","Portugal","PT","PRT","Santarém","admin","29385","1620315932" +"Horta","Horta","38.5347","-28.6448","Portugal","PT","PRT","Azores","","6611","1620589121" +"Ponta Delgada","Ponta Delgada","37.7483","-25.6666","Portugal","PT","PRT","Azores","admin","61526","1620456537" +"Porto","Porto","41.1500","-8.6200","Portugal","PT","PRT","Porto","admin","1337000","1620356810" +"Faro","Faro","37.0171","-7.9333","Portugal","PT","PRT","Faro","admin","41355","1620330407" +"Vila Real","Vila Real","41.2940","-7.7370","Portugal","PT","PRT","Vila Real","admin","17001","1620292123" +"Aveiro","Aveiro","40.6410","-8.6510","Portugal","PT","PRT","Aveiro","admin","54162","1620555869" +"Guarda","Guarda","40.5410","-7.2620","Portugal","PT","PRT","Guarda","admin","32111","1620174984" +"Viseu","Viseu","40.6570","-7.9100","Portugal","PT","PRT","Viseu","admin","26364","1620291266" +"Bragança","Braganca","41.8080","-6.7550","Portugal","PT","PRT","Bragança","admin","34375","1620281131" +"Viana Do Castelo","Viana Do Castelo","41.6962","-8.8441","Portugal","PT","PRT","Viana do Castelo","admin","15555","1620680440" +"Braga","Braga","41.5550","-8.4213","Portugal","PT","PRT","Braga","admin","826833","1620949401" +"Beja","Beja","38.0140","-7.8630","Portugal","PT","PRT","Beja","admin","35854","1620050458" +"Castelo Branco","Castelo Branco","39.8110","-7.4880","Portugal","PT","PRT","Castelo Branco","admin","33479","1620277400" +"Portalegre","Portalegre","39.2900","-7.4230","Portugal","PT","PRT","Portalegre","admin","15581","1620475518" +"Coimbra","Coimbra","40.2004","-8.4167","Portugal","PT","PRT","Coimbra","admin","106582","1620166724" +"Leiria","Leiria","39.7390","-8.8050","Portugal","PT","PRT","Leiria","admin","45112","1620304777" +"Covilhã","Covilha","40.2833","-7.5000","Portugal","PT","PRT","Castelo Branco","minor","24828","1620284248" +"Portimão","Portimao","37.1337","-8.5333","Portugal","PT","PRT","Faro","minor","61226","1620859274" +"Koror","Koror","7.3452","134.4695","Palau","PW","PLW","","","11200","1585174728" +"Melekeok","Melekeok","7.4874","134.6265","Palau","PW","PLW","Melekeok","","7026","1585892017" +"Ngerulmud","Ngerulmud","7.5000","134.6242","Palau","PW","PLW","Melekeok","primary","","1585525081" +"La Victoria","La Victoria","-22.2896","-57.9400","Paraguay","PY","PRY","Alto Paraguay","","5000","1600731282" +"General Eugenio Alejandrino Garay","General Eugenio Alejandrino Garay","-20.5200","-62.2100","Paraguay","PY","PRY","Boquerón","","972","1600467772" +"Bella Vista","Bella Vista","-22.1296","-56.5200","Paraguay","PY","PRY","Amambay","","16852","1600430147" +"Ñacunday","Nacunday","-26.0200","-54.7699","Paraguay","PY","PRY","Alto Paraná","","1250","1600303466" +"Mariscal Estigarribia","Mariscal Estigarribia","-22.0300","-60.6100","Paraguay","PY","PRY","Boquerón","","2500","1600781023" +"Horqueta","Horqueta","-23.3396","-57.0500","Paraguay","PY","PRY","Concepción","","16171","1600363376" +"Capitan Pablo Lagerenza","Capitan Pablo Lagerenza","-19.9161","-60.7833","Paraguay","PY","PRY","Alto Paraguay","","1200","1600527430" +"Pozo Colorado","Pozo Colorado","-23.4300","-58.8600","Paraguay","PY","PRY","Presidente Hayes","","2135","1600340660" +"Belén","Belen","-23.4695","-57.2400","Paraguay","PY","PRY","Concepción","","11359","1600551990" +"Fuerte Olimpo","Fuerte Olimpo","-21.0696","-57.9000","Paraguay","PY","PRY","Alto Paraguay","admin","2475","1600444658" +"Abaí","Abai","-26.0296","-55.9400","Paraguay","PY","PRY","Caazapá","","3024","1600189926" +"Areguá","Aregua","-25.3125","-57.3847","Paraguay","PY","PRY","Central","admin","","1600141362" +"Caazapá","Caazapa","-26.2000","-56.3800","Paraguay","PY","PRY","Caazapá","admin","5504","1600103814" +"Concepción","Concepcion","-23.4064","-57.4344","Paraguay","PY","PRY","Concepción","admin","59118","1600557615" +"Caacupé","Caacupe","-25.3870","-57.1400","Paraguay","PY","PRY","Cordillera","admin","21696","1600095784" +"Villarrica","Villarrica","-25.7500","-56.4333","Paraguay","PY","PRY","Guairá","admin","41157","1600446518" +"Pedro Juan Caballero","Pedro Juan Caballero","-22.5446","-55.7600","Paraguay","PY","PRY","Amambay","admin","102787","1600089732" +"Encarnación","Encarnacion","-27.3472","-55.8739","Paraguay","PY","PRY","Itapúa","admin","357119","1600377819" +"Coronel Oviedo","Coronel Oviedo","-25.4500","-56.4400","Paraguay","PY","PRY","Caaguazú","admin","88101","1600075989" +"Ciudad del Este","Ciudad del Este","-25.5167","-54.6161","Paraguay","PY","PRY","Alto Paraná","admin","320872","1600265252" +"San Juan Bautista","San Juan Bautista","-26.6800","-57.1500","Paraguay","PY","PRY","Misiones","admin","7882","1600185723" +"Pilar","Pilar","-26.8695","-58.3000","Paraguay","PY","PRY","Ñeembucú","admin","28435","1600377954" +"Paraguarí","Paraguari","-25.6200","-57.1600","Paraguay","PY","PRY","Paraguarí","admin","18881","1600581132" +"Villa Hayes","Villa Hayes","-25.0900","-57.5300","Paraguay","PY","PRY","Presidente Hayes","admin","15643","1600405064" +"San Pedro","San Pedro","-24.0900","-57.0800","Paraguay","PY","PRY","San Pedro","admin","9360","1600189153" +"Ype Jhu","Ype Jhu","-23.9100","-55.4600","Paraguay","PY","PRY","Canindeyú","","600","1600827924" +"Filadelfia","Filadelfia","-22.3400","-60.0300","Paraguay","PY","PRY","Boquerón","admin","10470","1600948743" +"Salto del Guairá","Salto del Guaira","-24.0625","-54.3069","Paraguay","PY","PRY","Canindeyú","admin","","1600283545" +"Asunción","Asuncion","-25.2964","-57.6415","Paraguay","PY","PRY","Asunción","primary","1870000","1600057911" +"Puerto Pinasco","Puerto Pinasco","-22.6400","-57.7900","Paraguay","PY","PRY","Presidente Hayes","","500","1600670025" +"San Lorenzo","San Lorenzo","-25.3400","-57.5200","Paraguay","PY","PRY","Central","","500000","1600667303" +"Itá","Ita","-25.5096","-57.3600","Paraguay","PY","PRY","Central","","41090","1600969782" +"Hohenau","Hohenau","-27.0795","-55.7500","Paraguay","PY","PRY","Itapúa","","5306","1600972500" +"Ypacaraí","Ypacarai","-25.4100","-57.2800","Paraguay","PY","PRY","Central","","30150","1600844536" +"Rosario","Rosario","-24.4196","-57.1000","Paraguay","PY","PRY","San Pedro","","5123","1600049206" +"Coronel Bogado","Coronel Bogado","-27.1700","-56.2500","Paraguay","PY","PRY","Itapúa","","14297","1600512741" +"Ygatimí","Ygatimi","-24.0796","-55.5000","Paraguay","PY","PRY","Canindeyú","","2809","1600339943" +"Arroyos y Esteros","Arroyos y Esteros","-25.0500","-57.0900","Paraguay","PY","PRY","Cordillera","","3055","1600827428" +"Az̧ Z̧a‘āyin","Az Za`ayin","25.5774","51.4831","Qatar","QA","QAT","Az̧ Z̧a‘āyin","admin","","1634890537" +"Al Wakrah","Al Wakrah","25.1715","51.6034","Qatar","QA","QAT","Al Wakrah","admin","","1634261569" +"Al Khawr","Al Khawr","25.6839","51.5058","Qatar","QA","QAT","Al Khawr wa adh Dhakhīrah","admin","","1634786937" +"Madīnat ash Shamāl","Madinat ash Shamal","26.1293","51.2009","Qatar","QA","QAT","Ash Shamāl","admin","","1634762661" +"Umm Şalāl ‘Alī","Umm Salal `Ali","25.4697","51.3975","Qatar","QA","QAT","Umm Şalāl","admin","","1634646507" +"Ar Rayyān","Ar Rayyan","25.2919","51.4244","Qatar","QA","QAT","Ar Rayyān","admin","","1634097551" +"Doha","Doha","25.2866","51.5330","Qatar","QA","QAT","Ad Dawḩah","primary","1450000","1634459660" +"Ash Shīḩānīyah","Ash Shihaniyah","25.3709","51.2226","Qatar","QA","QAT","","admin","","1634539520" +"St.-Denis","St.-Denis","-20.8789","55.4481","Reunion","RE","REU","","admin","190047","1638024662" +"St.-Benoit","St.-Benoit","-21.0335","55.7128","Reunion","RE","REU","","","35310","1638823449" +"Drobeta-Turnu Severin","Drobeta-Turnu Severin","44.6459","22.6659","Romania","RO","ROU","Mehedinţi","admin","106578","1642729144" +"Brăila","Braila","45.2920","27.9690","Romania","RO","ROU","Brăila","admin","213569","1642286806" +"Oradea","Oradea","47.0500","21.9200","Romania","RO","ROU","Bihor","admin","213830","1642066626" +"Timișoara","Timisoara","45.7588","21.2234","Romania","RO","ROU","Timiş","admin","315053","1642603121" +"Reșița","Resita","45.2970","21.8865","Romania","RO","ROU","Caraş-Severin","admin","83324","1642047399" +"Călărași","Calarasi","44.2063","27.3259","Romania","RO","ROU","Călăraşi","admin","73224","1642445982" +"Arad","Arad","46.1700","21.3200","Romania","RO","ROU","Arad","admin","169065","1642996909" +"Alexandria","Alexandria","43.9016","25.2867","Romania","RO","ROU","Teleorman","admin","49346","1642953190" +"Slobozia","Slobozia","44.5700","27.3820","Romania","RO","ROU","Ialomiţa","admin","52693","1642971618" +"Baia Mare","Baia Mare","47.6595","23.5791","Romania","RO","ROU","Maramureş","admin","136553","1642459769" +"Tulcea","Tulcea","45.1993","28.7967","Romania","RO","ROU","Tulcea","admin","92475","1642854000" +"Ploiești","Ploiesti","44.9469","26.0365","Romania","RO","ROU","Prahova","admin","232542","1642169731" +"Piatra-Neamt","Piatra-Neamt","46.9400","26.3830","Romania","RO","ROU","Neamţ","admin","102688","1642444635" +"Suceava","Suceava","47.6377","26.2593","Romania","RO","ROU","Suceava","admin","105796","1642721443" +"Botoșani","Botosani","47.7484","26.6597","Romania","RO","ROU","Botoşani","admin","114783","1642183791" +"Constanța","Constanta","44.2027","28.6100","Romania","RO","ROU","Constanţa","admin","303399","1642851858" +"Buzău","Buzau","45.1565","26.8065","Romania","RO","ROU","Buzău","admin","130954","1642794918" +"Galați","Galati","45.4559","28.0459","Romania","RO","ROU","Galaţi","admin","311156","1642571620" +"Vaslui","Vaslui","46.6333","27.7333","Romania","RO","ROU","Vaslui","admin","69225","1642644428" +"Sfintu-Gheorghe","Sfintu-Gheorghe","45.8680","25.7930","Romania","RO","ROU","Covasna","admin","60677","1642189178" +"Bacău","Bacau","46.5784","26.9196","Romania","RO","ROU","Bacău","admin","199668","1642838304" +"Focșani","Focsani","45.6966","27.1865","Romania","RO","ROU","Vrancea","admin","105112","1642736232" 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+"Gusinoozyorsk","Gusinoozyorsk","51.2808","106.5004","Russia","RU","RUS","Buryatiya","","24083","1643386183" +"Kamenka","Kamenka","53.1947","44.0444","Russia","RU","RUS","Penzenskaya Oblast’","","16560","1643795205" +"Kargat","Kargat","55.1959","80.2811","Russia","RU","RUS","Novosibirskaya Oblast’","","10881","1643914194" +"Kasimov","Kasimov","54.9435","41.3931","Russia","RU","RUS","Ryazanskaya Oblast’","","36663","1643283044" +"Kolomna","Kolomna","55.0800","38.7850","Russia","RU","RUS","Moskovskaya Oblast’","","147690","1643196698" +"Khanty Mansiysk","Khanty Mansiysk","61.0015","69.0015","Russia","RU","RUS","Khanty-Mansiyskiy Avtonomnyy Okrug-Yugra","admin","67800","1643001221" +"Dimitrovgrad","Dimitrovgrad","54.2504","49.5600","Russia","RU","RUS","Ul’yanovskaya Oblast’","","132226","1643039639" +"Cheremkhovo","Cheremkhovo","53.1588","103.0739","Russia","RU","RUS","Irkutskaya Oblast’","","57395","1643007385" +"Gornyak","Gornyak","50.9881","81.4877","Russia","RU","RUS","Altayskiy Kray","","15668","1643814454" +"Blagodarnyy","Blagodarnyy","45.1047","43.4344","Russia","RU","RUS","Stavropol’skiy Kray","","35995","1643447136" +"Bodaybo","Bodaybo","57.9650","114.3290","Russia","RU","RUS","Irkutskaya Oblast’","","15933","1643017251" +"Biysk","Biysk","52.5341","85.1800","Russia","RU","RUS","Altayskiy Kray","","215430","1643652314" +"Abakan","Abakan","53.7037","91.4450","Russia","RU","RUS","Khakasiya","admin","167289","1643946203" +"Angarsk","Angarsk","52.5600","103.9200","Russia","RU","RUS","Irkutskaya Oblast’","","243158","1643989118" +"Birsk","Birsk","55.4244","55.5444","Russia","RU","RUS","Bashkortostan","","41014","1643348438" +"Pskov","Pskov","57.8300","28.3299","Russia","RU","RUS","Pskovskaya Oblast’","admin","201990","1643877414" +"Smolensk","Smolensk","54.7827","32.0473","Russia","RU","RUS","Smolenskaya Oblast’","admin","320991","1643627051" +"Put Lenina","Put Lenina","68.5166","107.8000","Russia","RU","RUS","Sakha (Yakutiya)","","298","1643749671" +"Kemerovo","Kemerovo","55.3400","86.0900","Russia","RU","RUS","Kemerovskaya Oblast’","admin","477090","1643216311" +"Kolpashevo","Kolpashevo","58.3004","82.9954","Russia","RU","RUS","Tomskaya Oblast’","","27876","1643773170" +"Polyarnyy","Polyarnyy","69.2052","33.4502","Russia","RU","RUS","Murmanskaya Oblast’","","19200","1643432811" +"St. Petersburg","St. Petersburg","59.9390","30.3160","Russia","RU","RUS","Sankt-Peterburg","admin","4553000","1643616350" +"Pyatigorsk","Pyatigorsk","44.0800","43.0900","Russia","RU","RUS","Stavropol’skiy Kray","","142865","1643815630" +"Nefteyugansk","Nefteyugansk","61.0777","72.7027","Russia","RU","RUS","Khanty-Mansiyskiy Avtonomnyy Okrug-Yugra","","112632","1643009656" +"Chernogorsk","Chernogorsk","53.8313","91.2227","Russia","RU","RUS","Khakasiya","","71582","1643871191" +"Lensk","Lensk","60.7253","114.9470","Russia","RU","RUS","Sakha (Yakutiya)","","25589","1643009226" +"Krasnoarmeysk","Krasnoarmeysk","51.0174","45.6974","Russia","RU","RUS","Saratovskaya Oblast’","","25841","1643504367" +"Saratov","Saratov","51.5800","46.0300","Russia","RU","RUS","Saratovskaya Oblast’","admin","843000","1643556540" +"Shira","Shira","54.4914","89.9531","Russia","RU","RUS","Khakasiya","","9358","1643191566" +"Solnechnogorsk","Solnechnogorsk","56.1807","36.9809","Russia","RU","RUS","Moskovskaya Oblast’","","58891","1643958876" +"Irkutsk","Irkutsk","52.3200","104.2450","Russia","RU","RUS","Irkutskaya Oblast’","admin","586695","1643439037" +"Noyabrsk","Noyabrsk","63.1665","75.6165","Russia","RU","RUS","Yamalo-Nenetskiy Avtonomnyy Okrug","","110572","1643340196" +"Yurga","Yurga","55.7258","84.8854","Russia","RU","RUS","Kemerovskaya Oblast’","","84220","1643047994" +"Zelenokumsk","Zelenokumsk","44.4091","43.8787","Russia","RU","RUS","Stavropol’skiy Kray","","41306","1643031364" +"Olenek","Olenek","68.5250","112.4500","Russia","RU","RUS","Sakha (Yakutiya)","","10","1643535703" +"Salekhard","Salekhard","66.5350","66.6100","Russia","RU","RUS","Yamalo-Nenetskiy Avtonomnyy Okrug","admin","38025","1643083395" +"Borovichi","Borovichi","58.3978","33.8974","Russia","RU","RUS","Novgorodskaya Oblast’","","57887","1643059892" +"Kaluga","Kaluga","54.5204","36.2700","Russia","RU","RUS","Kaluzhskaya Oblast’","admin","338978","1643161747" +"Izhevsk","Izhevsk","56.8500","53.2300","Russia","RU","RUS","Udmurtiya","admin","631038","1643983138" +"Volsk","Volsk","52.0347","47.3743","Russia","RU","RUS","Saratovskaya Oblast’","","70500","1643293120" +"Cherepovets","Cherepovets","59.1404","37.9100","Russia","RU","RUS","Vologodskaya Oblast’","","311850","1643937680" +"Pallasovka","Pallasovka","50.0477","46.8773","Russia","RU","RUS","Volgogradskaya Oblast’","","17139","1643361305" +"Peregrebnoye","Peregrebnoye","62.9670","65.0859","Russia","RU","RUS","Khanty-Mansiyskiy Avtonomnyy Okrug-Yugra","","10","1643322655" +"Tyumen","Tyumen","57.1400","65.5300","Russia","RU","RUS","Tyumenskaya Oblast’","admin","519119","1643040435" +"Toguchin","Toguchin","55.2377","84.3777","Russia","RU","RUS","Novosibirskaya Oblast’","","21886","1643095919" +"Nadym","Nadym","65.5298","72.5148","Russia","RU","RUS","Yamalo-Nenetskiy Avtonomnyy Okrug","","46339","1643709121" +"Matochkin Shar","Matochkin Shar","73.2700","56.4497","Russia","RU","RUS","Arkhangel’skaya Oblast’","","10","1643843865" +"Kurtamysh","Kurtamysh","54.9087","64.4333","Russia","RU","RUS","Kurganskaya Oblast’","","17936","1643527477" +"Barnaul","Barnaul","53.3550","83.7450","Russia","RU","RUS","Altayskiy Kray","admin","599579","1643318931" +"Kimry","Kimry","56.8691","37.3444","Russia","RU","RUS","Tverskaya Oblast’","","52070","1643056082" +"Elista","Elista","46.3287","44.2087","Russia","RU","RUS","Kalmykiya","admin","106971","1643581064" +"Gorno Altaysk","Gorno Altaysk","51.9613","85.9577","Russia","RU","RUS","Altay","admin","59868","1643549691" +"Surgut","Surgut","61.2599","73.4250","Russia","RU","RUS","Khanty-Mansiyskiy Avtonomnyy Okrug-Yugra","","400000","1643007475" +"Cheboksary","Cheboksary","56.1300","47.2500","Russia","RU","RUS","Chuvashiya","admin","446781","1643163382" +"Mariinsk","Mariinsk","56.2108","87.7604","Russia","RU","RUS","Kemerovskaya Oblast’","","43122","1643015007" +"Safonovo","Safonovo","55.1465","33.2161","Russia","RU","RUS","Smolenskaya Oblast’","","46637","1643349076" +"Sayanogorsk","Sayanogorsk","53.0894","91.4004","Russia","RU","RUS","Khakasiya","","55642","1643565856" +"Roslavl","Roslavl","53.9509","32.8604","Russia","RU","RUS","Smolenskaya Oblast’","","56971","1643356591" +"Rubtsovsk","Rubtsovsk","51.5200","81.2100","Russia","RU","RUS","Altayskiy Kray","","161065","1643450182" +"Slyudyanka","Slyudyanka","51.6538","103.6988","Russia","RU","RUS","Irkutskaya Oblast’","","18809","1643956172" +"Laryak","Laryak","61.1012","80.2514","Russia","RU","RUS","Khanty-Mansiyskiy Avtonomnyy Okrug-Yugra","","10","1643861109" +"Abaza","Abaza","52.6690","90.0954","Russia","RU","RUS","Khakasiya","","18094","1643885049" +"Velikiy Novgorod","Velikiy Novgorod","58.5000","31.3300","Russia","RU","RUS","Novgorodskaya Oblast’","admin","218717","1643774241" +"Klin","Klin","56.3431","36.6987","Russia","RU","RUS","Moskovskaya Oblast’","","80778","1643730409" +"Bagdarin","Bagdarin","54.4333","113.6000","Russia","RU","RUS","Buryatiya","","4676","1643127681" +"Kovrov","Kovrov","56.3604","41.3300","Russia","RU","RUS","Vladimirskaya Oblast’","","154224","1643110693" +"Sokol","Sokol","59.4648","40.1144","Russia","RU","RUS","Vologodskaya Oblast’","","42174","1643586879" +"Engels","Engels","51.5004","46.1200","Russia","RU","RUS","Saratovskaya Oblast’","","196011","1643653861" +"Gatchina","Gatchina","59.5707","30.1333","Russia","RU","RUS","Leningradskaya Oblast’","","90486","1643318154" +"Nizhnyaya Tura","Nizhnyaya Tura","58.6436","59.7983","Russia","RU","RUS","Sverdlovskaya Oblast’","","56084","1643751945" +"Mundybash","Mundybash","53.2333","87.3167","Russia","RU","RUS","Kemerovskaya Oblast’","","5870","1643009473" +"Prokopyevsk","Prokopyevsk","53.9000","86.7100","Russia","RU","RUS","Kemerovskaya Oblast’","","275615","1643653477" +"Kiselevsk","Kiselevsk","54.0000","86.6400","Russia","RU","RUS","Kemerovskaya Oblast’","","104000","1643153158" +"Novokuznetsk","Novokuznetsk","53.7500","87.1150","Russia","RU","RUS","Kemerovskaya Oblast’","","539616","1643628717" +"Luga","Luga","58.7363","29.8390","Russia","RU","RUS","Leningradskaya Oblast’","","40114","1643463120" +"Moscow","Moscow","55.7522","37.6155","Russia","RU","RUS","Moskva","primary","10452000","1643318494" +"Slavgorod","Slavgorod","53.0049","78.6696","Russia","RU","RUS","Altayskiy Kray","","34141","1643239330" +"Kulunda","Kulunda","52.5827","78.9473","Russia","RU","RUS","Altayskiy Kray","","15345","1643649266" +"Krasnoturinsk","Krasnoturinsk","59.7948","60.4848","Russia","RU","RUS","Sverdlovskaya Oblast’","","64878","1643475253" +"Vladikavkaz","Vladikavkaz","43.0504","44.6700","Russia","RU","RUS","North Ossetia","admin","364630","1643438348" +"Amderma","Amderma","69.7630","61.6677","Russia","RU","RUS","Nenetskiy Avtonomnyy Okrug","","282","1643719353" +"Varnek","Varnek","69.7301","60.0636","Russia","RU","RUS","Nenetskiy Avtonomnyy Okrug","","10","1643378778" +"Leninsk Kuznetsky","Leninsk Kuznetsky","54.6600","86.1700","Russia","RU","RUS","Kemerovskaya Oblast’","","109023","1643591516" +"Mozdok","Mozdok","43.7543","44.6544","Russia","RU","RUS","North Ossetia","","45702","1643138287" +"Tashtagol","Tashtagol","52.7918","87.8677","Russia","RU","RUS","Kemerovskaya Oblast’","","22779","1643787144" +"Megion","Megion","61.0608","76.0953","Russia","RU","RUS","Khanty-Mansiyskiy Avtonomnyy Okrug-Yugra","","48691","1643111689" +"Balashov","Balashov","51.5535","43.1631","Russia","RU","RUS","Saratovskaya Oblast’","","98107","1643009402" +"Zima","Zima","53.9331","102.0331","Russia","RU","RUS","Irkutskaya Oblast’","","60239","1643510813" +"Samara","Samara","53.1950","50.1513","Russia","RU","RUS","Samarskaya Oblast’","admin","1137000","1643205757" +"Vyazma","Vyazma","55.2122","34.2918","Russia","RU","RUS","Smolenskaya Oblast’","","55500","1643507171" +"Igrim","Igrim","63.1933","64.4194","Russia","RU","RUS","Khanty-Mansiyskiy Avtonomnyy Okrug-Yugra","","9545","1643468393" +"Norilsk","Norilsk","69.3400","88.2250","Russia","RU","RUS","Krasnoyarskiy Kray","","165873","1643832764" +"Belebey","Belebey","54.1291","54.1187","Russia","RU","RUS","Bashkortostan","","62582","1643040403" +"Kalachinsk","Kalachinsk","55.0487","74.5683","Russia","RU","RUS","Omskaya Oblast’","","24059","1643894191" +"Vologda","Vologda","59.2100","39.9200","Russia","RU","RUS","Vologodskaya Oblast’","admin","294889","1643013685" +"Orenburg","Orenburg","51.7800","55.1100","Russia","RU","RUS","Orenburgskaya Oblast’","admin","550204","1643685056" +"Vyborg","Vyborg","60.7039","28.7549","Russia","RU","RUS","Leningradskaya Oblast’","","117201","1643778472" +"Svetogorsk","Svetogorsk","61.1013","28.9177","Russia","RU","RUS","Leningradskaya Oblast’","","30115","1643956298" +"Cherlak","Cherlak","54.1605","74.8200","Russia","RU","RUS","Omskaya Oblast’","","12122","1643336296" +"Mezen","Mezen","65.8522","44.2400","Russia","RU","RUS","Arkhangel’skaya Oblast’","","3672","1643928515" +"Buzuluk","Buzuluk","52.7821","52.2618","Russia","RU","RUS","Orenburgskaya Oblast’","","87714","1643877351" +"Kupina","Kupina","54.3592","77.2742","Russia","RU","RUS","Novosibirskaya Oblast’","","16333","1643059736" +"Karasuk","Karasuk","53.7273","78.0219","Russia","RU","RUS","Novosibirskaya Oblast’","","28589","1643416504" +"Saransk","Saransk","54.1704","45.1800","Russia","RU","RUS","Mordoviya","admin","303394","1643003229" +"Barabinsk","Barabinsk","55.3573","78.3519","Russia","RU","RUS","Novosibirskaya Oblast’","","31508","1643008352" +"Bukachacha","Bukachacha","52.9833","116.9166","Russia","RU","RUS","Zabaykal’skiy Kray","","3372","1643741623" +"Alatyr","Alatyr","54.8504","46.6000","Russia","RU","RUS","Chuvashiya","","46427","1643942115" +"Shilka","Shilka","51.8706","116.0306","Russia","RU","RUS","Zabaykal’skiy Kray","","14132","1643938937" +"Sherlovaya Gora","Sherlovaya Gora","50.5306","116.3006","Russia","RU","RUS","Zabaykal’skiy Kray","","411","1643008235" +"Nerchinsk","Nerchinsk","52.0090","116.5486","Russia","RU","RUS","Zabaykal’skiy Kray","","15360","1643896987" +"Olovyannaya","Olovyannaya","50.9500","115.5666","Russia","RU","RUS","Zabaykal’skiy Kray","","8247","1643754076" +"Borzya","Borzya","50.3886","116.5186","Russia","RU","RUS","Zabaykal’skiy Kray","","30421","1643309577" +"Bugulma","Bugulma","54.5543","52.7943","Russia","RU","RUS","Tatarstan","","91900","1643987882" +"Strezhevoy","Strezhevoy","60.7332","77.5777","Russia","RU","RUS","Tomskaya Oblast’","","44784","1643011459" +"Nizhenvartovsk","Nizhenvartovsk","60.9350","76.5800","Russia","RU","RUS","Khanty-Mansiyskiy Avtonomnyy Okrug-Yugra","","244937","1643786132" +"Anzhero Sudzhensk","Anzhero Sudzhensk","56.0800","86.0400","Russia","RU","RUS","Kemerovskaya Oblast’","","83692","1643779858" +"Rayevskiy","Rayevskiy","54.0674","54.9269","Russia","RU","RUS","Bashkortostan","","20060","1643613500" +"Chita","Chita","52.0550","113.4650","Russia","RU","RUS","Zabaykal’skiy Kray","admin","308500","1643036673" +"Artemovskiy","Artemovskiy","57.3652","61.8698","Russia","RU","RUS","Sverdlovskaya Oblast’","","44689","1643010530" +"Ryazan","Ryazan","54.6200","39.7200","Russia","RU","RUS","Ryazanskaya Oblast’","admin","520173","1643205787" +"Bezhetsk","Bezhetsk","57.7647","36.6900","Russia","RU","RUS","Tverskaya Oblast’","","34736","1643708632" +"Novomoskovsk","Novomoskovsk","54.0900","38.2200","Russia","RU","RUS","Tul’skaya Oblast’","","130982","1643119962" +"Zheleznogorsk","Zheleznogorsk","52.3548","35.4044","Russia","RU","RUS","Kurskaya Oblast’","","97900","1643006066" +"Alapayevsk","Alapayevsk","57.8465","61.6915","Russia","RU","RUS","Sverdlovskaya Oblast’","","44000","1643648315" +"Starsy Oskol","Starsy Oskol","51.3004","37.8400","Russia","RU","RUS","Belgorodskaya Oblast’","","226977","1643807951" +"Rostov","Rostov","57.1892","39.4043","Russia","RU","RUS","Yaroslavskaya Oblast’","","33803","1643848937" +"Gubkin","Gubkin","51.2743","37.3843","Russia","RU","RUS","Belgorodskaya Oblast’","","272","1643378602" +"Kumertau","Kumertau","52.7748","55.7843","Russia","RU","RUS","Bashkortostan","","65321","1643237908" +"Oktyabrskiy","Oktyabrskiy","54.4600","53.4600","Russia","RU","RUS","Bashkortostan","","108200","1643301615" +"Zheleznogorsk Ilimskiy","Zheleznogorsk Ilimskiy","56.5762","104.1227","Russia","RU","RUS","Irkutskaya Oblast’","","28456","1643429689" +"Noginsk","Noginsk","55.8704","38.4800","Russia","RU","RUS","Moskovskaya Oblast’","","229731","1643001706" +"Staraya Russa","Staraya Russa","57.9948","31.3544","Russia","RU","RUS","Novgorodskaya Oblast’","","34303","1643015974" +"Tikhvin","Tikhvin","59.6448","33.5144","Russia","RU","RUS","Leningradskaya Oblast’","","62075","1643955290" +"Asbest","Asbest","57.0230","61.4580","Russia","RU","RUS","Sverdlovskaya Oblast’","","81248","1643561210" +"Yoshkar Ola","Yoshkar Ola","56.6354","47.8749","Russia","RU","RUS","Mariy-El","admin","324406","1643701904" +"Ufa","Ufa","54.7900","56.0400","Russia","RU","RUS","Bashkortostan","admin","1018000","1643722928" +"Krasnokamensk","Krasnokamensk","50.0665","118.0265","Russia","RU","RUS","Zabaykal’skiy Kray","","54316","1643383674" +"Orsk","Orsk","51.2100","58.6273","Russia","RU","RUS","Orenburgskaya Oblast’","","246836","1643003114" +"Novotroitsk","Novotroitsk","51.2000","58.3300","Russia","RU","RUS","Orenburgskaya Oblast’","","106186","1643186193" +"Bologoye","Bologoye","57.8722","34.0518","Russia","RU","RUS","Tverskaya Oblast’","","25142","1643381656" +"Mikhaylovka","Mikhaylovka","50.0679","43.2175","Russia","RU","RUS","Volgogradskaya Oblast’","","58898","1643239180" +"Novozybkov","Novozybkov","52.5348","31.9449","Russia","RU","RUS","Bryanskaya Oblast’","","43534","1643876625" +"Chapayevsk","Chapayevsk","52.9743","49.7243","Russia","RU","RUS","Samarskaya Oblast’","","107164","1643027172" +"Novokuybishevsk","Novokuybishevsk","53.1200","49.9199","Russia","RU","RUS","Samarskaya Oblast’","","152334","1643467643" +"Tavda","Tavda","58.0537","65.2583","Russia","RU","RUS","Sverdlovskaya Oblast’","","39480","1643627997" +"Michurinsk","Michurinsk","52.9000","40.5000","Russia","RU","RUS","Tambovskaya Oblast’","","93499","1643419559" +"Serov","Serov","59.6150","60.5850","Russia","RU","RUS","Sverdlovskaya Oblast’","","98438","1643278883" +"Alekseyevka","Alekseyevka","50.6535","38.6931","Russia","RU","RUS","Belgorodskaya Oblast’","","39848","1643033169" 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+"Syzran","Syzran","53.1700","48.4800","Russia","RU","RUS","Samarskaya Oblast’","","189338","1643711617" +"Kuznetsk","Kuznetsk","53.1204","46.6000","Russia","RU","RUS","Penzenskaya Oblast’","","95574","1643787798" +"Gelendzhik","Gelendzhik","44.5748","38.0644","Russia","RU","RUS","Krasnodarskiy Kray","","55508","1643756962" +"Sharya","Sharya","58.3798","45.5094","Russia","RU","RUS","Kostromskaya Oblast’","","35532","1643446883" +"Murmansk","Murmansk","68.9700","33.1000","Russia","RU","RUS","Murmanskaya Oblast’","admin","319263","1643755251" +"Isikul","Isikul","54.9287","71.2682","Russia","RU","RUS","Omskaya Oblast’","","21136","1643502986" +"Frolovo","Frolovo","49.7722","43.6518","Russia","RU","RUS","Volgogradskaya Oblast’","","40882","1643011047" +"Severomorsk","Severomorsk","69.0731","33.4231","Russia","RU","RUS","Murmanskaya Oblast’","","53921","1643295687" +"Dzerzhinsk","Dzerzhinsk","56.2504","43.4600","Russia","RU","RUS","Nizhegorodskaya Oblast’","","256537","1643076798" +"Yalutorovsk","Yalutorovsk","56.6736","66.2983","Russia","RU","RUS","Tyumenskaya Oblast’","","35892","1643158086" +"Uryupinsk","Uryupinsk","50.7734","42.0031","Russia","RU","RUS","Volgogradskaya Oblast’","","41644","1643866080" +"Golyshmanovo","Golyshmanovo","56.3819","68.3715","Russia","RU","RUS","Tyumenskaya Oblast’","","13424","1643817304" +"Nazyvayevsk","Nazyvayevsk","55.5670","71.3500","Russia","RU","RUS","Omskaya Oblast’","","12284","1643639751" +"Tatarsk","Tatarsk","55.2219","75.9665","Russia","RU","RUS","Novosibirskaya Oblast’","","25150","1643001589" +"Sarapul","Sarapul","56.4791","53.7987","Russia","RU","RUS","Udmurtiya","","101344","1643320672" +"Tayshet","Tayshet","55.9277","97.9877","Russia","RU","RUS","Irkutskaya Oblast’","","52184","1643635211" +"Nevinnomyssk","Nevinnomyssk","44.6201","41.9500","Russia","RU","RUS","Stavropol’skiy Kray","","134380","1643869152" +"Velikiye Luki","Velikiye Luki","56.3200","30.5200","Russia","RU","RUS","Pskovskaya Oblast’","","103149","1643622811" +"Nizhnekamsk","Nizhnekamsk","55.6404","51.8200","Russia","RU","RUS","Tatarstan","","234297","1643493938" +"Kirov","Kirov","54.0852","34.3048","Russia","RU","RUS","Kaluzhskaya Oblast’","","39319","1643587873" +"Dyatkovo","Dyatkovo","53.5891","34.3392","Russia","RU","RUS","Bryanskaya Oblast’","","33527","1643789328" +"Tara","Tara","56.8982","74.3782","Russia","RU","RUS","Omskaya Oblast’","","26986","1643015750" +"Borisoglebsk","Borisoglebsk","51.3687","42.0887","Russia","RU","RUS","Voronezhskaya Oblast’","","68597","1643002462" +"Klintsy","Klintsy","52.7652","32.2448","Russia","RU","RUS","Bryanskaya Oblast’","","66336","1643620360" +"Mozhga","Mozhga","56.4548","52.1843","Russia","RU","RUS","Udmurtiya","","47270","1643022471" +"Rzhev","Rzhev","56.2574","34.3275","Russia","RU","RUS","Tverskaya Oblast’","","63414","1643967736" +"Naberezhnyye Chelny","Naberezhnyye Chelny","55.7000","52.3199","Russia","RU","RUS","Tatarstan","","461086","1643008493" 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Oblast’","","53800","1643616804" +"Orel","Orel","52.9700","36.0700","Russia","RU","RUS","Orlovskaya Oblast’","admin","334552","1643703818" +"Kandalaksha","Kandalaksha","67.1643","32.4144","Russia","RU","RUS","Murmanskaya Oblast’","","106798","1643555433" +"Ussuriysk","Ussuriysk","43.8000","132.0200","Russia","RU","RUS","Primorskiy Kray","","157068","1643001263" +"Petrozavodsk","Petrozavodsk","61.8500","34.2800","Russia","RU","RUS","Kareliya","admin","265025","1643319966" +"Votkinsk","Votkinsk","57.0304","53.9900","Russia","RU","RUS","Udmurtiya","","98633","1643007991" +"Omutninsk","Omutninsk","58.6589","52.1592","Russia","RU","RUS","Kirovskaya Oblast’","","32800","1643987727" +"Novoaltaysk","Novoaltaysk","53.3993","83.9588","Russia","RU","RUS","Altayskiy Kray","","91386","1643896344" +"Ust' Ordynskiy","Ust' Ordynskiy","52.8330","104.7000","Russia","RU","RUS","Irkutskaya Oblast’","","14538","1643007224" +"Kirs","Kirs","59.3138","52.2452","Russia","RU","RUS","Kirovskaya Oblast’","","11385","1643457660" +"Kondopoga","Kondopoga","62.2087","34.2887","Russia","RU","RUS","Kareliya","","34360","1643955723" +"Ruzayevka","Ruzayevka","54.0643","44.9244","Russia","RU","RUS","Mordoviya","","49311","1643836574" +"Tver","Tver","56.8600","35.8900","Russia","RU","RUS","Tverskaya Oblast’","admin","400212","1643456559" +"Kotelnich","Kotelnich","58.3041","48.3137","Russia","RU","RUS","Kirovskaya Oblast’","","28431","1643742016" +"Kaliningrad","Kaliningrad","54.7000","20.4973","Russia","RU","RUS","Kaliningradskaya Oblast’","admin","434954","1643178106" +"Perm’","Perm'","58.0174","56.2855","Russia","RU","RUS","Permskiy Kray","admin","","1643294442" +"Penza","Penza","53.1800","45.0000","Russia","RU","RUS","Penzenskaya Oblast’","admin","512602","1643492830" +"Velikiy Ustyug","Velikiy Ustyug","60.7687","46.2987","Russia","RU","RUS","Vologodskaya Oblast’","","33237","1643173653" +"Aleysk","Aleysk","52.4918","82.7777","Russia","RU","RUS","Altayskiy Kray","","28019","1643212700" +"Balakhna","Balakhna","56.4943","43.5944","Russia","RU","RUS","Nizhegorodskaya Oblast’","","63083","1643658083" +"Podolsk","Podolsk","55.3804","37.5299","Russia","RU","RUS","Moskovskaya Oblast’","","320635","1643693800" +"Kineshma","Kineshma","57.4700","42.1300","Russia","RU","RUS","Ivanovskaya Oblast’","","92983","1643014487" +"Yegoryevsk","Yegoryevsk","55.3848","39.0294","Russia","RU","RUS","Moskovskaya Oblast’","","89795","1643266841" +"Volzhskiy","Volzhskiy","48.7948","44.7744","Russia","RU","RUS","Volgogradskaya Oblast’","","323293","1643875527" +"Volgograd","Volgograd","48.7100","44.5000","Russia","RU","RUS","Volgogradskaya Oblast’","admin","984000","1643577201" +"Onega","Onega","63.9271","38.0771","Russia","RU","RUS","Arkhangel’skaya Oblast’","","22693","1643716527" +"Cherepanovo","Cherepanovo","54.2336","83.3688","Russia","RU","RUS","Novosibirskaya Oblast’","","20125","1643646272" +"Apatity","Apatity","67.5731","33.3930","Russia","RU","RUS","Murmanskaya Oblast’","","66907","1643183303" +"Umba","Umba","66.6814","34.3455","Russia","RU","RUS","Murmanskaya Oblast’","","6128","1643774657" +"Kovda","Kovda","66.6903","32.8702","Russia","RU","RUS","Murmanskaya Oblast’","","20","1643959579" +"Kirovsk","Kirovsk","67.6091","33.6687","Russia","RU","RUS","Murmanskaya Oblast’","","29605","1643433043" +"Iskitim","Iskitim","54.6509","83.2865","Russia","RU","RUS","Novosibirskaya Oblast’","","61827","1643924276" +"Belgorod","Belgorod","50.6300","36.5999","Russia","RU","RUS","Belgorodskaya Oblast’","admin","345289","1643407900" +"Taganrog","Taganrog","47.2300","38.9200","Russia","RU","RUS","Rostovskaya Oblast’","","279056","1643228316" +"Velsk","Velsk","61.0674","42.0974","Russia","RU","RUS","Arkhangel’skaya Oblast’","","26300","1643373817" +"Sasovo","Sasovo","54.3491","41.9087","Russia","RU","RUS","Ryazanskaya Oblast’","","31325","1643401119" +"Voronezh","Voronezh","51.7300","39.2700","Russia","RU","RUS","Voronezhskaya Oblast’","admin","844000","1643811064" +"Syktyvkar","Syktyvkar","61.6600","50.8200","Russia","RU","RUS","Komi","admin","230910","1643573386" +"Krasnoufimsk","Krasnoufimsk","56.5991","57.7586","Russia","RU","RUS","Sverdlovskaya Oblast’","","43121","1643806300" +"Lipetsk","Lipetsk","52.6200","39.6400","Russia","RU","RUS","Lipetskaya Oblast’","admin","515655","1643772906" +"Yelets","Yelets","52.5800","38.5000","Russia","RU","RUS","Lipetskaya Oblast’","","115919","1643014014" +"Ust Kut","Ust Kut","56.7650","105.7600","Russia","RU","RUS","Irkutskaya Oblast’","","25388","1643157794" +"Magnitogorsk","Magnitogorsk","53.4227","58.9800","Russia","RU","RUS","Chelyabinskaya Oblast’","","413351","1643987830" +"Gryazi","Gryazi","52.4948","39.9343","Russia","RU","RUS","Lipetskaya Oblast’","","47413","1643963705" +"Kazan","Kazan","55.7499","49.1263","Russia","RU","RUS","Tatarstan","admin","1115000","1643101260" 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Okrug","admin","21658","1643685127" +"Kyshtym","Kyshtym","55.7000","60.5595","Russia","RU","RUS","Chelyabinskaya Oblast’","","50911","1643212206" +"Krasnouralsk","Krasnouralsk","58.3515","60.0515","Russia","RU","RUS","Sverdlovskaya Oblast’","","20571","1643663207" +"Almetyevsk","Almetyevsk","54.9004","52.3199","Russia","RU","RUS","Tatarstan","","140437","1643421011" +"Archangel","Archangel","64.5750","40.5450","Russia","RU","RUS","Arkhangel’skaya Oblast’","admin","356051","1643797198" +"Verkhniy Ufaley","Verkhniy Ufaley","56.0663","60.2313","Russia","RU","RUS","Chelyabinskaya Oblast’","","33879","1643894211" +"Chusovoy","Chusovoy","58.2934","57.8130","Russia","RU","RUS","Permskiy Kray","","72113","1643341477" +"Nikel","Nikel","69.4126","30.2188","Russia","RU","RUS","Murmanskaya Oblast’","","15866","1643124017" +"Zlatoust","Zlatoust","55.1750","59.6500","Russia","RU","RUS","Chelyabinskaya Oblast’","","191366","1643000102" 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Gavan","48.9699","140.2749","Russia","RU","RUS","Khabarovskiy Kray","","29740","1643037289" +"Uyar","Uyar","55.8104","94.3153","Russia","RU","RUS","Krasnoyarskiy Kray","","13167","1643343542" +"Bogotol","Bogotol","56.2165","89.5184","Russia","RU","RUS","Krasnoyarskiy Kray","","23622","1643208513" +"Lesosibirsk","Lesosibirsk","58.2433","92.4833","Russia","RU","RUS","Krasnoyarskiy Kray","","65945","1643351184" +"Noginsk","Noginsk","64.4833","91.2333","Russia","RU","RUS","Krasnoyarskiy Kray","","229731","1643129651" +"Artemovsk","Artemovsk","54.3487","93.4355","Russia","RU","RUS","Krasnoyarskiy Kray","","4948","1643012116" +"Podkamennaya","Podkamennaya","61.5995","90.1236","Russia","RU","RUS","Krasnoyarskiy Kray","","10","1643764711" +"Dikson","Dikson","73.5070","80.5451","Russia","RU","RUS","Krasnoyarskiy Kray","","1113","1643554430" +"Igarka","Igarka","67.4671","86.5833","Russia","RU","RUS","Krasnoyarskiy Kray","","7470","1643125542" 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Sharqīyah","admin","2054710","1682452296" +"Buraydah","Buraydah","26.3664","43.9628","Saudi Arabia","SA","SAU","Al Qaşīm","admin","398581","1682470726" +"Sakakah","Sakakah","30.0000","40.1333","Saudi Arabia","SA","SAU","Al Jawf","admin","128332","1682232132" +"Riyadh","Riyadh","24.6408","46.7727","Saudi Arabia","SA","SAU","Ar Riyāḑ","primary","4465000","1682999334" +"Jeddah","Jeddah","21.5169","39.2192","Saudi Arabia","SA","SAU","Makkah al Mukarramah","","3012000","1682926944" +"Hafar al Batin","Hafar al Batin","28.4337","45.9601","Saudi Arabia","SA","SAU","Ash Sharqīyah","","249194","1682394909" +"Az Zahran","Az Zahran","26.2914","50.1583","Saudi Arabia","SA","SAU","Ash Sharqīyah","","97446","1682374155" +"Al Jubayl","Al Jubayl","27.0046","49.6460","Saudi Arabia","SA","SAU","Ash Sharqīyah","","237274","1682564079" +"Al-Qatif","Al-Qatif","26.5196","50.0115","Saudi Arabia","SA","SAU","Ash Sharqīyah","","368892","1682001245" +"Yanbu al Bahr","Yanbu al Bahr","24.0943","38.0493","Saudi Arabia","SA","SAU","Al Madīnah al Munawwarah","","267590","1682000044" +"Al Mubarraz","Al Mubarraz","25.4291","49.5659","Saudi Arabia","SA","SAU","Ash Sharqīyah","","298562","1682484039" +"Al Hufuf","Al Hufuf","25.3487","49.5856","Saudi Arabia","SA","SAU","Ash Sharqīyah","","637389","1682958157" +"Al Quwayiyah","Al Quwayiyah","24.0737","45.2806","Saudi Arabia","SA","SAU","Ar Riyāḑ","","8712","1682154232" +"Rafha","Rafha","29.6202","43.4948","Saudi Arabia","SA","SAU","Al Ḩudūd ash Shamālīyah","","64755","1682612877" +"Dawmat al Jandal","Dawmat al Jandal","29.8153","39.8664","Saudi Arabia","SA","SAU","Al Jawf","","22583","1682116359" +"Honiara","Honiara","-9.4380","159.9498","Solomon Islands","SB","SLB","Honiara","primary","76328","1090737486" +"Auki","Auki","-8.7678","160.6978","Solomon Islands","SB","SLB","Malaita","admin","","1090993143" +"Buala","Buala","-8.1448","159.5905","Solomon Islands","SB","SLB","Isabel","admin","","1090726690" +"Gizo","Gizo","-8.0996","156.8350","Solomon Islands","SB","SLB","Western","admin","6154","1090427067" +"Kirakira","Kirakira","-10.4544","161.9205","Solomon Islands","SB","SLB","Makira and Ulawa","admin","","1090349580" +"Tulagi","Tulagi","-9.1031","160.1506","Solomon Islands","SB","SLB","Central","admin","","1090844311" +"Taro","Taro","-6.7111","156.3972","Solomon Islands","SB","SLB","Choiseul","admin","","1090931394" +"Tigoa","Tigoa","-11.5531","160.0647","Solomon Islands","SB","SLB","Rennell and Bellona","admin","","1090423471" +"Lata","Lata","-10.7380","165.8567","Solomon Islands","SB","SLB","Temotu","admin","553","1090442496" +"Victoria","Victoria","-4.6166","55.4500","Seychelles","SC","SYC","","primary","33576","1690193579" +"Omdurman","Omdurman","15.6167","32.4800","Sudan","SD","SDN","Khartoum","","2395159","1729912179" +"Shendi","Shendi","16.6805","33.4200","Sudan","SD","SDN","River Nile","","186611","1729244380" +"El Manaqil","El Manaqil","14.2504","32.9800","Sudan","SD","SDN","Al Gazira","","151827","1729742500" +"Khartoum","Khartoum","15.5881","32.5342","Sudan","SD","SDN","Khartoum","primary","4754000","1729268475" +"Atbara","Atbara","17.7100","33.9800","Sudan","SD","SDN","River Nile","","168612","1729042522" +"Ed Dueim","Ed Dueim","13.9904","32.3000","Sudan","SD","SDN","White Nile","","87068","1729364292" +"Haiya","Haiya","18.3362","36.3842","Sudan","SD","SDN","Red Sea","","20000","1729440799" +"Tokar","Tokar","18.4333","37.7333","Sudan","SD","SDN","Red Sea","","73202","1729512860" +"Merowe","Merowe","18.4833","31.8167","Sudan","SD","SDN","Northern","","10234","1729782394" +"Kosti","Kosti","13.1700","32.6600","Sudan","SD","SDN","White Nile","","345068","1729229371" +"Wadi Halfa","Wadi Halfa","21.8000","31.3500","Sudan","SD","SDN","Northern","","17121","1729435342" +"Sennar","Sennar","13.5500","33.6000","Sudan","SD","SDN","Sennar","","130122","1729986512" +"Kerma","Kerma","19.6337","30.4166","Sudan","SD","SDN","Northern","","3928","1729918529" +"Berber","Berber","18.0170","33.9833","Sudan","SD","SDN","River Nile","","49556","1729960469" +"Umm Ruwaba","Umm Ruwaba","12.9104","31.2000","Sudan","SD","SDN","North Kordofan","","55742","1729566926" +"Muglad","Muglad","11.0337","27.7333","Sudan","SD","SDN","Western Kordofan","","19997","1729768355" +"Babanusa","Babanusa","11.3334","27.8000","Sudan","SD","SDN","Western Kordofan","","19700","1729601692" +"En Nuhud","En Nuhud","12.6904","28.4200","Sudan","SD","SDN","Western Kordofan","","108008","1729223651" +"Geneina","Geneina","13.4500","22.4400","Sudan","SD","SDN","West Darfur","admin","162981","1729642412" +"Gedaref","Gedaref","14.0400","35.3800","Sudan","SD","SDN","Al Gedaref","admin","201282","1729215057" +"Ed Daein","Ed Daein","11.4672","26.1317","Sudan","SD","SDN","East Darfur","admin","","1729512354" +"EdDamer","EdDamer","17.5900","33.9600","Sudan","SD","SDN","River Nile","admin","103941","1729791168" +"Ad Damazīn","Ad Damazin","11.7704","34.3500","Sudan","SD","SDN","Blue Nile","admin","186051","1729684147" +"El Fasher","El Fasher","13.6300","25.3500","Sudan","SD","SDN","North Darfur","admin","252609","1729372385" +"Port Sudan","Port Sudan","19.6158","37.2164","Sudan","SD","SDN","Red Sea","admin","489725","1729710259" +"El Obeid","El Obeid","13.1833","30.2167","Sudan","SD","SDN","North Kordofan","admin","393311","1729215531" +"Kadugli","Kadugli","11.0100","29.7000","Sudan","SD","SDN","South Kordofan","admin","176931","1729757472" +"Niyala","Niyala","12.0600","24.8900","Sudan","SD","SDN","South Darfur","admin","392373","1729833248" +"Dongola","Dongola","19.1666","30.4833","Sudan","SD","SDN","Northern","admin","26404","1729300155" +"Rabak","Rabak","13.1880","32.7437","Sudan","SD","SDN","White Nile","admin","","1729452233" +"Zalingei","Zalingei","12.9092","23.4706","Sudan","SD","SDN","Central Darfur","admin","","1729805075" +"El Fula","El Fula","11.7120","28.3462","Sudan","SD","SDN","Western Kordofan","admin","","1729946051" +"Singa","Singa","13.1483","33.9312","Sudan","SD","SDN","Sennar","admin","","1729951108" +"Kassala","Kassala","15.4600","36.3900","Sudan","SD","SDN","Kassala","admin","401477","1729157224" +"Medani","Medani","14.4000","33.5200","Sudan","SD","SDN","Al Gazira","admin","332714","1729581572" +"Västerås","Vasteraas","59.6300","16.5400","Sweden","SE","SWE","Västmanland","admin","107194","1752826955" +"Uppsala","Uppsala","59.8500","17.6333","Sweden","SE","SWE","Uppsala","admin","","1752953686" +"Örebro","Orebro","59.2803","15.2200","Sweden","SE","SWE","Örebro","admin","98573","1752223019" +"Östersund","Ostersund","63.1833","14.6500","Sweden","SE","SWE","Jämtland","admin","46178","1752026711" +"Karlstad","Karlstad","59.3671","13.4999","Sweden","SE","SWE","Värmland","admin","74141","1752502445" +"Nyköping","Nykoping","58.7640","17.0150","Sweden","SE","SWE","Södermanland","admin","27582","1752377083" +"Göteborg","Goteborg","57.7500","12.0000","Sweden","SE","SWE","Västra Götaland","admin","537797","1752059374" +"Halmstad","Halmstad","56.6718","12.8556","Sweden","SE","SWE","Halland","admin","55657","1752392511" +"Linköping","Linkoping","58.4100","15.6299","Sweden","SE","SWE","Östergötland","admin","96732","1752963378" +"Jönköping","Jonkoping","57.7713","14.1650","Sweden","SE","SWE","Jönköping","admin","89780","1752079041" +"Kalmar","Kalmar","56.6670","16.3666","Sweden","SE","SWE","Kalmar","admin","35024","1752640618" +"Gävle","Gavle","60.6670","17.1666","Sweden","SE","SWE","Gävleborg","admin","68635","1752586931" +"Malmö","Malmo","55.5833","13.0333","Sweden","SE","SWE","Skåne","admin","269349","1752705818" +"Växjö","Vaxjo","56.8837","14.8167","Sweden","SE","SWE","Kronoberg","admin","59600","1752263370" +"Luleå","Lulea","65.5966","22.1584","Sweden","SE","SWE","Norrbotten","admin","48638","1752765449" +"Stockholm","Stockholm","59.3508","18.0973","Sweden","SE","SWE","Stockholm","primary","1264000","1752425602" +"Karlskrona","Karlskrona","56.2030","15.2960","Sweden","SE","SWE","Blekinge","admin","35212","1752316086" +"Falun","Falun","60.6130","15.6470","Sweden","SE","SWE","Dalarna","admin","36477","1752939220" +"Härnösand","Harnosand","62.6340","17.9340","Sweden","SE","SWE","Västernorrland","admin","17016","1752644953" +"Uppsala","Uppsala","59.8601","17.6400","Sweden","SE","SWE","Stockholm","","133117","1752330831" +"Umeå","Umea","63.8300","20.2400","Sweden","SE","SWE","Västerbotten","admin","78197","1752273881" +"Kiruna","Kiruna","67.8500","20.2166","Sweden","SE","SWE","Norrbotten","minor","18154","1752001526" +"Helsingborg","Helsingborg","56.0505","12.7000","Sweden","SE","SWE","Skåne","minor","91304","1752789933" +"Skellefteå","Skelleftea","64.7721","20.9500","Sweden","SE","SWE","Västerbotten","minor","31311","1752233025" +"Bollnäs","Bollnas","61.3520","16.3666","Sweden","SE","SWE","Gävleborg","minor","13398","1752287863" +"Trollhättan","Trollhattan","58.2671","12.3000","Sweden","SE","SWE","Västra Götaland","minor","44543","1752863731" +"Örnsköldsvik","Ornskoldsvik","63.3180","18.7167","Sweden","SE","SWE","Västernorrland","minor","27749","1752250773" +"Sundsvall","Sundsvall","62.4001","17.3167","Sweden","SE","SWE","Västernorrland","minor","73389","1752024232" +"Norrköping","Norrkoping","58.5954","16.1787","Sweden","SE","SWE","Östergötland","minor","88639","1752803583" +"Vannersborg","Vannersborg","58.3630","12.3300","Sweden","SE","SWE","Västra Götaland","minor","21835","1752467593" +"Borås","Boras","57.7304","12.9200","Sweden","SE","SWE","Västra Götaland","minor","65008","1752555835" +"Kristianstad","Kristianstad","56.0337","14.1333","Sweden","SE","SWE","Skåne","minor","32188","1752606470" +"Borlänge","Borlange","60.4833","15.4167","Sweden","SE","SWE","Dalarna","minor","39422","1752944924" +"Mariestad","Mariestad","58.7050","13.8280","Sweden","SE","SWE","Västra Götaland","minor","14891","1752879298" +"Visby","Visby","57.6337","18.3000","Sweden","SE","SWE","Gotland","admin","22593","1752027172" +"Singapore","Singapore","1.2930","103.8558","Singapore","SG","SGP","","primary","5183700","1702341327" +"Edinburgh of the Seven Seas","Edinburgh of the Seven Seas","-37.0675","-12.3105","Saint Helena, Ascension, And Tristan Da Cunha","SH","SHN","Tristan da Cunha","admin","","1654661876" +"Georgetown","Georgetown","-7.9286","-14.4119","Saint Helena, Ascension, And Tristan Da Cunha","SH","SHN","Ascension","admin","","1654363572" +"Jamestown","Jamestown","-15.9264","-5.7172","Saint Helena, Ascension, And Tristan Da Cunha","SH","SHN","Saint Helena","primary","","1654761576" +"Ljubljana","Ljubljana","46.0553","14.5150","Slovenia","SI","SVN","Ljubljana","primary","314807","1705917455" +"Rečica ob Savinji","Recica ob Savinji","46.3167","14.9167","Slovenia","SI","SVN","Rečica ob Savinji","admin","","1705082644" +"Selnica ob Dravi","Selnica ob Dravi","46.5500","15.4950","Slovenia","SI","SVN","Selnica ob Dravi","admin","","1705864774" +"Semič","Semic","45.6461","15.1822","Slovenia","SI","SVN","Semič","admin","","1705653513" +"Šalovci","Salovci","46.8250","16.2981","Slovenia","SI","SVN","Šalovci","admin","","1705296581" +"Ribnica na Pohorju","Ribnica na Pohorju","46.5350","15.2728","Slovenia","SI","SVN","Ribnica na Pohorju","admin","","1705830999" +"Ribnica","Ribnica","45.7386","14.7275","Slovenia","SI","SVN","Ribnica","admin","","1705675272" +"Rogaška Slatina","Rogaska Slatina","46.2375","15.6397","Slovenia","SI","SVN","Rogaška Slatina","admin","","1705772825" +"Rogašovci","Rogasovci","46.8000","16.0333","Slovenia","SI","SVN","Rogašovci","admin","","1705970248" +"Rogatec","Rogatec","46.2294","15.7003","Slovenia","SI","SVN","Rogatec","admin","","1705579021" +"Ruše","Ruse","46.5394","15.5158","Slovenia","SI","SVN","Ruše","admin","","1705417281" +"Volčja Draga","Volcja Draga","45.9069","13.6775","Slovenia","SI","SVN","Renče-Vogrsko","admin","","1705547222" +"Miklavž na Dravskem Polju","Miklavz na Dravskem Polju","46.5058","15.6972","Slovenia","SI","SVN","Miklavž na Dravskem Polju","admin","","1705244140" +"Miren","Miren","45.8956","13.6075","Slovenia","SI","SVN","Miren-Kostanjevica","admin","","1705608129" +"Poljčane","Poljcane","46.3119","15.5792","Slovenia","SI","SVN","Poljčane","admin","","1705286007" +"Prevalje","Prevalje","46.5469","14.9208","Slovenia","SI","SVN","Prevalje","admin","","1705187949" +"Rače","Race","46.4519","15.6814","Slovenia","SI","SVN","Rače-Fram","admin","","1705643433" +"Podlehnik","Podlehnik","46.3353","15.8800","Slovenia","SI","SVN","Podlehnik","admin","","1705352359" +"Prebold","Prebold","46.2369","15.0925","Slovenia","SI","SVN","Prebold","admin","","1705746627" +"Ptuj","Ptuj","46.4214","15.8697","Slovenia","SI","SVN","Ptuj","admin","","1705072535" +"Puconci","Puconci","46.7067","16.1564","Slovenia","SI","SVN","Puconci","admin","","1705677747" +"Postojna","Postojna","45.7769","14.2167","Slovenia","SI","SVN","Postojna","admin","","1705090259" +"Pivka","Pivka","45.6794","14.1967","Slovenia","SI","SVN","Pivka","admin","","1705709650" +"Radeče","Radece","46.0681","15.1839","Slovenia","SI","SVN","Radeče","admin","","1705420341" +"Polzela","Polzela","46.2833","15.0667","Slovenia","SI","SVN","Polzela","admin","","1705144123" +"Preddvor","Preddvor","46.3025","14.4231","Slovenia","SI","SVN","Preddvor","admin","","1705403351" +"Podvelka","Podvelka","46.5869","15.3306","Slovenia","SI","SVN","Podvelka","admin","","1705523444" +"Podčetrtek","Podcetrtek","46.1569","15.5986","Slovenia","SI","SVN","Podčetrtek","admin","","1705261000" +"Ajdovščina","Ajdovscina","45.8875","13.9111","Slovenia","SI","SVN","Ajdovščina","admin","","1705580792" +"Bled","Bled","46.3692","14.1136","Slovenia","SI","SVN","Bled","admin","","1705655016" +"Bistrica ob Sotli","Bistrica ob Sotli","46.0589","15.6642","Slovenia","SI","SVN","Bistrica ob Sotli","admin","","1705641346" +"Benedikt v Slovenskih Goricah","Benedikt v Slovenskih Goricah","46.6086","15.8883","Slovenia","SI","SVN","Benedikt","admin","","1705523597" +"Beltinci","Beltinci","46.6053","16.2406","Slovenia","SI","SVN","Beltinci","admin","","1705238814" +"Gornji Petrovci","Gornji Petrovci","46.8053","16.2225","Slovenia","SI","SVN","Gornji Petrovci","admin","","1705170234" +"Grad","Grad","46.8000","16.1000","Slovenia","SI","SVN","Grad","admin","","1705033390" +"Grosuplje","Grosuplje","45.9556","14.6589","Slovenia","SI","SVN","Grosuplje","admin","","1705847148" +"Nova Vas","Nova Vas","45.7717","14.5058","Slovenia","SI","SVN","Bloke","admin","","1705701553" +"Spodnja Hajdina","Spodnja Hajdina","46.4089","15.8469","Slovenia","SI","SVN","Hajdina","admin","","1705733801" +"Bohinjska Bistrica","Bohinjska Bistrica","46.2769","13.9550","Slovenia","SI","SVN","Bohinj","admin","","1705094350" +"Borovnica","Borovnica","45.9158","14.3631","Slovenia","SI","SVN","Borovnica","admin","","1705665714" +"Bovec","Bovec","46.3375","13.5528","Slovenia","SI","SVN","Bovec","admin","","1705609781" +"Braslovče","Braslovce","46.2897","15.0389","Slovenia","SI","SVN","Braslovče","admin","","1705126731" +"Brežice","Brezice","45.9033","15.5911","Slovenia","SI","SVN","Brežice","admin","","1705251132" +"Brezovica","Brezovica","46.0333","14.4000","Slovenia","SI","SVN","Brezovica","admin","","1705190624" +"Dobrovo","Dobrovo","45.9964","13.5264","Slovenia","SI","SVN","Brda","admin","","1705226459" +"Cankova","Cankova","46.7208","16.0225","Slovenia","SI","SVN","Cankova","admin","","1705097170" +"Celje","Celje","46.2361","15.2675","Slovenia","SI","SVN","Celje","admin","","1705563326" +"Cerklje na Gorenjskem","Cerklje na Gorenjskem","46.2542","14.4886","Slovenia","SI","SVN","Cerklje na Gorenjskem","admin","","1705820033" +"Cerknica","Cerknica","45.7931","14.3625","Slovenia","SI","SVN","Cerknica","admin","","1705932096" +"Cerkno","Cerkno","46.1256","13.9817","Slovenia","SI","SVN","Cerkno","admin","","1705759580" +"Cerkvenjak","Cerkvenjak","46.5706","15.9436","Slovenia","SI","SVN","Cerkvenjak","admin","","1705808302" +"Črenšovci","Crensovci","46.5744","16.2906","Slovenia","SI","SVN","Črenšovci","admin","","1705698578" +"Črna na Koroškem","Crna na Koroskem","46.4667","14.8500","Slovenia","SI","SVN","Črna na Koroškem","admin","","1705127725" +"Črnomelj","Crnomelj","45.5711","15.1889","Slovenia","SI","SVN","Črnomelj","admin","","1705132468" +"Destrnik","Destrnik","46.5006","15.8750","Slovenia","SI","SVN","Destrnik","admin","","1705579309" +"Horjul","Horjul","46.0236","14.2992","Slovenia","SI","SVN","Horjul","admin","","1705243858" +"Kranjska Gora","Kranjska Gora","46.4839","13.7894","Slovenia","SI","SVN","Kranjska Gora","admin","","1705443136" +"Križevci pri Ljutomeru","Krizevci pri Ljutomeru","46.5683","16.1386","Slovenia","SI","SVN","Križevci","admin","","1705138690" +"Krško","Krsko","45.9531","15.4894","Slovenia","SI","SVN","Krško","admin","","1705286396" +"Ilirska Bistrica","Ilirska Bistrica","45.5697","14.2408","Slovenia","SI","SVN","Ilirska Bistrica","admin","","1705031705" +"Ivančna Gorica","Ivancna Gorica","45.9383","14.8044","Slovenia","SI","SVN","Ivančna Gorica","admin","","1705930549" +"Izola","Izola","45.5369","13.6619","Slovenia","SI","SVN","Izola","admin","","1705476087" +"Jesenice","Jesenice","46.4306","14.0669","Slovenia","SI","SVN","Jesenice","admin","","1705471403" +"Koper","Koper","45.5469","13.7294","Slovenia","SI","SVN","Koper","admin","","1705478862" +"Kostanjevica na Krki","Kostanjevica na Krki","45.8461","15.4222","Slovenia","SI","SVN","Kostanjevica na Krki","admin","","1705796422" +"Kozje","Kozje","46.0750","15.5603","Slovenia","SI","SVN","Kozje","admin","","1705548274" +"Kranj","Kranj","46.2411","14.3617","Slovenia","SI","SVN","Kranj","admin","","1705842003" +"Lendava","Lendava","46.5614","16.4506","Slovenia","SI","SVN","Lendava","admin","","1705653525" +"Litija","Litija","46.0586","14.8225","Slovenia","SI","SVN","Litija","admin","","1705902870" +"Ljubno","Ljubno","46.3456","14.8350","Slovenia","SI","SVN","Ljubno","admin","","1705083617" +"Ljutomer","Ljutomer","46.5208","16.1975","Slovenia","SI","SVN","Ljutomer","admin","","1705303708" +"Spodnje Hoče","Spodnje Hoce","46.5000","15.6500","Slovenia","SI","SVN","Hoče-Slivnica","admin","","1705379997" +"Hodoš","Hodos","46.8233","16.3342","Slovenia","SI","SVN","Hodoš","admin","","1705217643" +"Hrastnik","Hrastnik","46.1461","15.0814","Slovenia","SI","SVN","Hrastnik","admin","","1705818009" +"Kozina","Kozina","45.6100","13.9356","Slovenia","SI","SVN","Hrpelje-Kozina","admin","","1705465646" +"Idrija","Idrija","46.0028","14.0306","Slovenia","SI","SVN","Idrija","admin","","1705472042" 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Leone","SL","SLE","Eastern","","87539","1694104584" +"Freetown","Freetown","8.4700","-13.2342","Sierra Leone","SL","SLE","Western Area","primary","827000","1694085071" +"Kenema","Kenema","7.8804","-11.1900","Sierra Leone","SL","SLE","Eastern","admin","143137","1694780903" +"Port Loko","Port Loko","8.7661","-12.7870","Sierra Leone","SL","SLE","","admin","","1694778676" +"Serravalle","Serravalle","43.9500","12.5000","San Marino","SM","SMR","Serravalle","admin","","1674000000" +"Poggio di Chiesanuova","Poggio di Chiesanuova","43.9167","12.4167","San Marino","SM","SMR","Chiesanuova","admin","","1674546686" +"Acquaviva","Acquaviva","43.9500","12.4167","San Marino","SM","SMR","Acquaviva","admin","","1674696011" +"San Marino","San Marino","43.9172","12.4667","San Marino","SM","SMR","San Marino Città","primary","29579","1674741947" +"Louga","Louga","15.6104","-16.2500","Senegal","SN","SEN","Louga","admin","85075","1686269931" +"Sédhiou","Sedhiou","12.7081","-15.5569","Senegal","SN","SEN","Sédhiou","admin","","1686107428" +"Matam","Matam","15.6559","-13.2554","Senegal","SN","SEN","Matam","admin","","1686919750" +"Dakar","Dakar","14.7158","-17.4731","Senegal","SN","SEN","Dakar","primary","2604000","1686604760" +"Kaédi","Kaedi","16.1500","-13.5000","Senegal","SN","SEN","Matam","","21656","1686275678" +"Saint-Louis","Saint-Louis","16.0186","-16.4906","Senegal","SN","SEN","Saint-Louis","admin","","1686542859" +"Diourbel","Diourbel","14.6604","-16.2400","Senegal","SN","SEN","Diourbel","admin","148024","1686087214" +"Tambacounda","Tambacounda","13.7804","-13.6800","Senegal","SN","SEN","Tambacounda","admin","89212","1686195160" +"Thiès","Thies","14.8104","-16.9300","Senegal","SN","SEN","Thiès","admin","293001","1686527948" +"Fatick","Fatick","14.3440","-16.4160","Senegal","SN","SEN","Fatick","admin","24243","1686096548" +"Kaolack","Kaolack","14.1500","-16.1000","Senegal","SN","SEN","Kaolack","admin","277812","1686256343" +"Kolda","Kolda","12.9104","-14.9500","Senegal","SN","SEN","Kolda","admin","69267","1686219536" +"Ziguinchor","Ziguinchor","12.5900","-16.2900","Senegal","SN","SEN","Ziguinchor","admin","191716","1686273643" +"Kaffrine","Kaffrine","14.1016","-15.5467","Senegal","SN","SEN","Kaffrine","admin","","1686807341" +"Kédougou","Kedougou","12.5604","-12.1800","Senegal","SN","SEN","Kédougou","admin","18226","1686320341" +"Hargeysa","Hargeysa","9.5600","44.0650","Somalia","SO","SOM","Woqooyi Galbeed","admin","","1706832021" +"Mereeg","Mereeg","3.7666","47.3000","Somalia","SO","SOM","Galguduud","","548","1706308443" +"Mogadishu","Mogadishu","2.0667","45.3667","Somalia","SO","SOM","Banaadir","primary","1100000","1706893395" +"Qardho","Qardho","9.5004","49.1660","Somalia","SO","SOM","Bari","","1341","1706405003" +"Garoowe","Garoowe","8.4000","48.5000","Somalia","SO","SOM","Nugaal","admin","2568","1706512367" +"Laascaanood","Laascaanood","8.4774","47.3597","Somalia","SO","SOM","Sool","admin","","1706106404" +"Luuq","Luuq","3.8005","42.5500","Somalia","SO","SOM","Gedo","","33820","1706505283" +"Jamaame","Jamaame","0.0722","42.7506","Somalia","SO","SOM","Jubbada Hoose","","185270","1706288768" +"Bandarbeyla","Bandarbeyla","9.4833","50.8167","Somalia","SO","SOM","Bari","","13753","1706279652" +"Buurhakaba","Buurhakaba","2.7837","44.0833","Somalia","SO","SOM","Bay","minor","31267","1706176225" +"Baki","Baki","9.8921","43.3853","Somalia","SO","SOM","Awdal","admin","","1706516720" +"Burco","Burco","9.5221","45.5336","Somalia","SO","SOM","Togdheer","admin","","1706322754" +"Dhuusa Mareeb","Dhuusa Mareeb","5.7420","46.5080","Somalia","SO","SOM","Galguduud","admin","447","1706027824" +"Gaalkacyo","Gaalkacyo","6.7700","47.4300","Somalia","SO","SOM","Mudug","admin","61200","1706067930" +"Eyl","Eyl","7.9833","49.8333","Somalia","SO","SOM","Nugaal","","18904","1706929381" +"Hurdiyo","Hurdiyo","10.5820","51.1233","Somalia","SO","SOM","Bari","","176","1706025904" +"Ceerigaabo","Ceerigaabo","10.6162","47.3679","Somalia","SO","SOM","Sanaag","admin","","1706173875" +"Bu'aale","Bu'aale","1.0833","42.5833","Somalia","SO","SOM","Jubbada Dhexe","admin","1490","1706765820" +"Hudur","Hudur","4.1833","43.8667","Somalia","SO","SOM","Bakool","admin","1639","1706568226" +"Marka","Marka","1.7766","44.8533","Somalia","SO","SOM","Shabeellaha Hoose","admin","1958","1706165964" +"Jawhar","Jawhar","2.7670","45.5166","Somalia","SO","SOM","Shabeellaha Dhexe","admin","111308","1706737655" +"Beledweyne","Beledweyne","4.7400","45.2000","Somalia","SO","SOM","Hiiraan","admin","62945","1706018197" +"Kismaayo","Kismaayo","-0.3566","42.5183","Somalia","SO","SOM","Jubbada Hoose","admin","234852","1706091701" +"Garbahaarey","Garbahaarey","3.3270","42.2270","Somalia","SO","SOM","Gedo","admin","12652","1706488487" +"Boosaaso","Boosaaso","11.2800","49.1800","Somalia","SO","SOM","Bari","admin","46969","1706054548" +"Caluula","Caluula","11.9670","50.7500","Somalia","SO","SOM","Bari","","513","1706796061" +"Baydhabo","Baydhabo","3.1200","43.6500","Somalia","SO","SOM","Bay","admin","129839","1706563100" +"Buur Gaabo","Buur Gaabo","-1.2009","41.8520","Somalia","SO","SOM","Jubbada Hoose","","3096","1706122850" +"Cottica","Cottica","3.8500","-54.2333","Suriname","SR","SUR","Sipaliwini","","29210","1740371814" +"Paramaribo","Paramaribo","5.8350","-55.1670","Suriname","SR","SUR","Paramaribo","primary","254169","1740518660" +"Groningen","Groningen","5.7970","-55.4810","Suriname","SR","SUR","Saramacca","admin","3216","1740072928" +"Lelydorp","Lelydorp","5.7000","-55.2333","Suriname","SR","SUR","Wanica","admin","","1740222585" +"Albina","Albina","5.5000","-54.0500","Suriname","SR","SUR","Marowijne","admin","","1740921776" +"Totness","Totness","5.8904","-56.3200","Suriname","SR","SUR","Coronie","admin","1685","1740738832" +"Nieuw Nickerie","Nieuw Nickerie","5.9504","-56.9900","Suriname","SR","SUR","Nickerie","admin","15992","1740480869" +"Nieuw Amsterdam","Nieuw Amsterdam","5.9100","-55.0700","Suriname","SR","SUR","Commewijne","admin","4935","1740547119" +"Onverwacht","Onverwacht","5.6000","-55.2000","Suriname","SR","SUR","Para","admin","2105","1740007571" +"Brownsweg","Brownsweg","5.0200","-55.1700","Suriname","SR","SUR","Brokopondo","","4582","1740310469" +"Brokopondo","Brokopondo","5.0404","-55.0200","Suriname","SR","SUR","Brokopondo","admin","8340","1740558611" +"Moengo","Moengo","5.6300","-54.4100","Suriname","SR","SUR","Marowijne","","7766","1740230194" +"Juba","Juba","4.8300","31.5800","South Sudan","SS","SSD","Central Equatoria","primary","111975","1728444337" 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Bahr el Ghazal","admin","46705","1728097802" +"Rumbek","Rumbek","6.8000","29.6833","South Sudan","SS","SSD","Lakes","admin","32083","1728842249" +"Yambio","Yambio","4.5705","28.4163","South Sudan","SS","SSD","Western Equatoria","admin","40382","1728463035" +"Bor","Bor","6.2072","31.5591","South Sudan","SS","SSD","Jonglei","admin","26782","1728186782" +"Bentiu","Bentiu","9.2333","29.8333","South Sudan","SS","SSD","Unity","admin","7653","1728684421" +"Kuacjok","Kuacjok","8.3028","27.9800","South Sudan","SS","SSD","Warrap","admin","","1728713745" +"Wau","Wau","7.7000","27.9900","South Sudan","SS","SSD","Western Bahr el Ghazal","admin","127384","1728877501" +"Santo António","Santo Antonio","1.6450","7.4120","Sao Tome And Principe","ST","STP","Príncipe","","1156","1678752872" +"São Tomé","Sao Tome","0.3334","6.7333","Sao Tome And Principe","ST","STP","São Tomé","primary","88219","1678301324" +"Guadalupe","Guadalupe","0.3792","6.6375","Sao Tome And Principe","ST","STP","","admin","","1678998597" +"Neves","Neves","0.3586","6.5525","Sao Tome And Principe","ST","STP","","admin","","1678563060" +"Santana","Santana","0.2600","6.7414","Sao Tome And Principe","ST","STP","","admin","","1678081464" +"Santo António","Santo Antonio","1.6386","7.4206","Sao Tome And Principe","ST","STP","Príncipe","admin","","1678729743" +"São João dos Angolares","Sao Joao dos Angolares","0.1342","6.6494","Sao Tome And Principe","ST","STP","","admin","","1678826533" +"Trindade","Trindade","0.2967","6.6814","Sao Tome And Principe","ST","STP","","admin","","1678096936" +"San Salvador","San Salvador","13.7100","-89.2030","El Salvador","SV","SLV","San Salvador","primary","1433000","1222647454" +"San Miguel","San Miguel","13.4833","-88.1833","El Salvador","SV","SLV","San Miguel","admin","201563","1222009747" +"Nueva San Salvador","Nueva San Salvador","13.6740","-89.2900","El Salvador","SV","SLV","La Libertad","admin","124694","1222613306" +"Ahuachapán","Ahuachapan","13.9190","-89.8450","El Salvador","SV","SLV","Ahuachapán","admin","34102","1222480039" +"Cojutepeque","Cojutepeque","13.7167","-88.9333","El Salvador","SV","SLV","Cuscatlán","admin","48411","1222979186" +"Zacatecoluca","Zacatecoluca","13.5080","-88.8680","El Salvador","SV","SLV","La Paz","admin","39613","1222647953" +"La Unión","La Union","13.3320","-87.8390","El Salvador","SV","SLV","La Unión","admin","26807","1222307415" +"San Francisco Gotera","San Francisco Gotera","13.7000","-88.1000","El Salvador","SV","SLV","Morazán","admin","16152","1222399599" +"Sensuntepeque","Sensuntepeque","13.8800","-88.6300","El Salvador","SV","SLV","Cabañas","admin","26989","1222098918" +"Chalatenango","Chalatenango","14.0720","-89.0940","El Salvador","SV","SLV","Chalatenango","admin","29271","1222515741" +"Santa Ana","Santa Ana","13.9946","-89.5598","El Salvador","SV","SLV","Santa Ana","admin","234478","1222021362" +"San Vicente","San Vicente","13.6410","-88.7850","El Salvador","SV","SLV","San Vicente","admin","37326","1222913273" +"Sonsonate","Sonsonate","13.7200","-89.7300","El Salvador","SV","SLV","Sonsonate","admin","168947","1222380208" +"Usulután","Usulutan","13.3460","-88.4320","El Salvador","SV","SLV","Usulután","admin","51910","1222984157" +"Philipsburg","Philipsburg","18.0255","-63.0450","Sint Maarten","SX","SXM","","primary","","1534859858" +"Ar Raqqah","Ar Raqqah","35.9304","39.0200","Syria","SY","SYR","Ar Raqqah","admin","177636","1760035911" +"Tartus","Tartus","34.8846","35.8866","Syria","SY","SYR","Ţarţūs","admin","162980","1760695473" +"Douma","Douma","33.5833","36.4000","Syria","SY","SYR","Rīf Dimashq","minor","496145","1760821818" +"As Suwayda","As Suwayda","32.7004","36.5666","Syria","SY","SYR","As Suwaydā’","admin","72248","1760680757" +"Al Hasakah","Al Hasakah","36.4833","40.7500","Syria","SY","SYR","Al Ḩasakah","admin","128100","1760476337" +"Dar'a","Dar'a","32.6250","36.1050","Syria","SY","SYR","Dar‘ā","admin","146481","1760427038" +"Hamah","Hamah","35.1503","36.7300","Syria","SY","SYR","Ḩamāh","admin","460602","1760197502" +"Idlib","Idlib","35.9297","36.6317","Syria","SY","SYR","Idlib","admin","128840","1760305230" +"Manbij","Manbij","36.5266","37.9563","Syria","SY","SYR","Ḩalab","minor","120169","1760355581" +"Izaz","Izaz","36.5888","37.0441","Syria","SY","SYR","Ḩalab","minor","31534","1760669569" +"Hims","Hims","34.7300","36.7200","Syria","SY","SYR","Ḩimş","admin","1005000","1760013934" +"Damascus","Damascus","33.5000","36.3000","Syria","SY","SYR","Dimashq","primary","2466000","1760685964" +"Al Ladhiqiyah","Al Ladhiqiyah","35.5400","35.7800","Syria","SY","SYR","Al Lādhiqīyah","admin","539147","1760555544" +"Al Qunaytirah","Al Qunaytirah","33.1257","35.8236","Syria","SY","SYR","Al Qunayţirah","admin","4318","1760132692" +"Madinat ath Thawrah","Madinat ath Thawrah","35.8367","38.5481","Syria","SY","SYR","Ar Raqqah","minor","87880","1760605225" +"Al Qamishli","Al Qamishli","37.0300","41.2300","Syria","SY","SYR","Al Ḩasakah","minor","104107","1760560461" +"Dayr az Zawr","Dayr az Zawr","35.3304","40.1300","Syria","SY","SYR","Dayr az Zawr","admin","309141","1760792603" +"Tadmur","Tadmur","34.5504","38.2833","Syria","SY","SYR","Ḩimş","minor","55111","1760484707" +"Abu Kamal","Abu Kamal","34.4504","40.9186","Syria","SY","SYR","Dayr az Zawr","minor","80808","1760836213" +"Aleppo","Aleppo","36.2300","37.1700","Syria","SY","SYR","Ḩalab","admin","2738000","1760366651" +"Ad Nabk","Ad Nabk","34.0170","36.7333","Syria","SY","SYR","Rīf Dimashq","minor","50178","1760474665" +"Mbabane","Mbabane","-26.3167","31.1333","Swaziland","SZ","SWZ","Hhohho","primary","90138","1748811945" +"Lobamba","Lobamba","-26.4667","31.2000","Swaziland","SZ","SWZ","","primary","9782","1748963140" +"Golela","Golela","-27.2962","31.9000","Swaziland","SZ","SWZ","","","3695","1748490870" +"Hlatikulu","Hlatikulu","-27.0000","31.4167","Swaziland","SZ","SWZ","Shiselweni","","2748","1748564468" +"Nhlangano","Nhlangano","-27.1122","31.1983","Swaziland","SZ","SWZ","Shiselweni","admin","","1748301792" +"Piggs Peak","Piggs Peak","-25.9610","31.2470","Swaziland","SZ","SWZ","Hhohho","","5750","1748284923" +"Siteki","Siteki","-26.4550","31.9520","Swaziland","SZ","SWZ","Lubombo","admin","6152","1748933140" +"Manzini","Manzini","-26.4950","31.3880","Swaziland","SZ","SWZ","Manzini","admin","110537","1748177431" +"Grand Turk","Grand Turk","21.4664","-71.1360","Turks And Caicos Islands","TC","TCA","","primary","5801","1796965313" +"Doba","Doba","8.6504","16.8500","Chad","TD","TCD","Logone Oriental","admin","29597","1148367091" +"Massakory","Massakory","12.9960","15.7293","Chad","TD","TCD","Hadjer-Lamis","admin","","1148908311" +"Koumra","Koumra","8.9126","17.5539","Chad","TD","TCD","Mandoul","admin","","1148599298" +"Pala","Pala","9.3642","14.9046","Chad","TD","TCD","Mayo-Kébbi Ouest","admin","","1148687410" +"Moundou","Moundou","8.5500","16.0900","Chad","TD","TCD","Logone Occidental","admin","156705","1148369114" +"Zouar","Zouar","20.4587","16.5278","Chad","TD","TCD","Tibesti","","204","1148690803" +"Ndjamena","Ndjamena","12.1131","15.0491","Chad","TD","TCD","Ville de N’Djaména","primary","989000","1148708596" +"Bongor","Bongor","10.2859","15.3872","Chad","TD","TCD","Mayo-Kébbi Est","admin","193941","1148833900" +"Oum Hadjer","Oum Hadjer","13.3004","19.6833","Chad","TD","TCD","Batha","","19271","1148641107" +"Laï","Lai","9.3950","16.3050","Chad","TD","TCD","Tandjilé","admin","19382","1148360693" +"Kelo","Kelo","9.3171","15.8000","Chad","TD","TCD","Tandjilé","","96224","1148149571" +"Ati","Ati","13.2171","18.3333","Chad","TD","TCD","Batha","admin","25373","1148642108" +"Am Timan","Am Timan","11.0333","20.2833","Chad","TD","TCD","Salamat","admin","30443","1148823427" +"Pala","Pala","9.3504","14.9666","Chad","TD","TCD","Mayo-Kébbi Ouest","","35466","1148631807" +"Massenya","Massenya","11.4039","16.1705","Chad","TD","TCD","Chari-Baguirmi","admin","","1148928302" +"Mongo","Mongo","12.1837","18.7000","Chad","TD","TCD","Guéra","admin","27763","1148891648" +"Mao","Mao","14.1194","15.3133","Chad","TD","TCD","Kanem","admin","18031","1148740154" +"Fada","Fada","17.1847","21.5902","Chad","TD","TCD","Ennedi-Ouest","admin","448","1148787282" +"Bardaï","Bardai","21.3549","17.0012","Chad","TD","TCD","Tibesti","admin","","1148071351" +"Moussoro","Moussoro","13.6414","16.4894","Chad","TD","TCD","Barh el Gazel","admin","","1148918270" +"Goz Beïda","Goz Beida","12.2248","21.4103","Chad","TD","TCD","Sila","admin","","1148101824" +"Am Djarass","Am Djarass","16.0659","22.8431","Chad","TD","TCD","Ennedi-Est","admin","","1148268495" +"Biltine","Biltine","14.5333","20.9167","Chad","TD","TCD","Wadi Fira","admin","11000","1148086843" +"Abéché","Abeche","13.8400","20.8300","Chad","TD","TCD","Ouaddaï","admin","158317","1148461151" +"Faya Largeau","Faya Largeau","17.9167","19.1167","Chad","TD","TCD","Borkou","admin","13400","1148095016" +"Sarh","Sarh","9.1500","18.3900","Chad","TD","TCD","Moyen-Chari","admin","169196","1148442794" +"Bol","Bol","13.4590","14.7147","Chad","TD","TCD","Lac","admin","3303","1148232209" +"Lomé","Lome","6.1319","1.2228","Togo","TG","TGO","Maritime","primary","1452000","1768409132" +"Kpalimé","Kpalime","6.9004","0.6300","Togo","TG","TGO","","","100479","1768253626" +"Atakpamé","Atakpame","7.5300","1.1200","Togo","TG","TGO","Plateaux","admin","80683","1768070717" +"Mango","Mango","10.3596","0.4708","Togo","TG","TGO","Savanes","","42626","1768815814" +"Kara","Kara","9.5511","1.1861","Togo","TG","TGO","Kara","admin","","1768768827" +"Sokodé","Sokode","8.9905","1.1500","Togo","TG","TGO","Centrale","admin","117811","1768875145" +"Dapaong","Dapaong","10.8623","0.2076","Togo","TG","TGO","Savanes","admin","","1768366976" +"Bassar","Bassar","9.2610","0.7890","Togo","TG","TGO","Kara","","61845","1768050143" +"Sotouboua","Sotouboua","8.5570","0.9850","Togo","TG","TGO","Centrale","","21054","1768355631" +"Amnat Charoen","Amnat Charoen","15.8585","104.6288","Thailand","TH","THA","Amnat Charoen","admin","","1764038011" +"Chiang Rai","Chiang Rai","19.9119","99.8265","Thailand","TH","THA","Chiang Rai","admin","117127","1764748484" +"Bangkok","Bangkok","13.7500","100.5166","Thailand","TH","THA","Krung Thep Maha Nakhon","primary","6704000","1764068610" +"Samut Prakan","Samut Prakan","13.6069","100.6115","Thailand","TH","THA","Samut Prakan","admin","388920","1764159228" +"Rayong","Rayong","12.6718","101.2815","Thailand","TH","THA","Rayong","admin","37035","1764920057" +"Chon Buri","Chon Buri","13.4004","101.0000","Thailand","TH","THA","Chon Buri","admin","226618","1764202077" +"Si Racha","Si Racha","13.1590","100.9287","Thailand","TH","THA","Chon Buri","minor","178916","1764003327" +"Phitsanulok","Phitsanulok","16.8283","100.2729","Thailand","TH","THA","Phitsanulok","admin","164017","1764140981" +"Yala","Yala","6.5505","101.2851","Thailand","TH","THA","Yala","admin","148140","1764430323" +"Phayao","Phayao","19.1707","99.9083","Thailand","TH","THA","Phayao","admin","21058","1764291128" +"Phatthalung","Phatthalung","7.6150","100.0810","Thailand","TH","THA","Phatthalung","admin","43522","1764240863" +"Nong Khai","Nong Khai","17.8733","102.7479","Thailand","TH","THA","Nong Khai","admin","104505","1764279113" +"Sukhothai","Sukhothai","17.0119","99.7515","Thailand","TH","THA","Sukhothai","admin","10276","1764175777" +"Sing Buri","Sing Buri","14.8870","100.4010","Thailand","TH","THA","Sing Buri","admin","20046","1764482111" +"Satun","Satun","6.6167","100.0667","Thailand","TH","THA","Satun","admin","34544","1764836023" +"Ranong","Ranong","9.9620","98.6380","Thailand","TH","THA","Ranong","admin","24561","1764623795" +"Prachin Buri","Prachin Buri","14.0572","101.3768","Thailand","TH","THA","Prachin Buri","admin","79757","1764262472" +"Sa Kaeo","Sa Kaeo","13.8141","102.0722","Thailand","TH","THA","Sa Kaeo","admin","","1764207048" +"Roi Et","Roi Et","16.0510","103.6550","Thailand","TH","THA","Roi Et","admin","39328","1764216668" +"Phuket","Phuket","7.8765","98.3815","Thailand","TH","THA","Phuket","admin","141618","1764327831" +"Phrae","Phrae","18.1533","100.1629","Thailand","TH","THA","Phrae","admin","38538","1764209592" +"Phichit","Phichit","16.4390","100.3490","Thailand","TH","THA","Phichit","admin","35760","1764024236" +"Phetchabun","Phetchabun","16.4190","101.1590","Thailand","TH","THA","Phetchabun","admin","50656","1764518331" +"Chaiyaphum","Chaiyaphum","15.8040","102.0386","Thailand","TH","THA","Chaiyaphum","admin","58350","1764784757" +"Chanthaburi","Chanthaburi","12.6133","102.0979","Thailand","TH","THA","Chanthaburi","admin","99819","1764151688" +"Chainat","Chainat","15.1790","100.1260","Thailand","TH","THA","Chai Nat","admin","15469","1764848732" +"Chachoengsao","Chachoengsao","13.6790","101.0760","Thailand","TH","THA","Chachoengsao","admin","49741","1764632382" +"Ang Thong","Ang Thong","14.5833","100.4500","Thailand","TH","THA","Ang Thong","admin","13738","1764529940" +"Surat Thani","Surat Thani","9.1501","99.3401","Thailand","TH","THA","Surat Thani","admin","157627","1764338230" +"Ayutthaya","Ayutthaya","14.3588","100.5684","Thailand","TH","THA","Phra Nakhon Si Ayutthaya","admin","145615","1764002329" +"Phangnga","Phangnga","8.4510","98.5340","Thailand","TH","THA","Phangnga","admin","9676","1764855952" +"Lampang","Lampang","18.2916","99.4813","Thailand","TH","THA","Lampang","admin","204081","1764081847" +"Kalasin","Kalasin","16.4280","103.5090","Thailand","TH","THA","Kalasin","admin","55102","1764060973" +"Nakhon Sawan","Nakhon Sawan","15.7000","100.0700","Thailand","TH","THA","Nakhon Sawan","admin","111915","1764821078" +"Nakhon Phanom","Nakhon Phanom","17.3945","104.7695","Thailand","TH","THA","Nakhon Phanom","admin","55377","1764103547" +"Maha Sarakham","Maha Sarakham","16.1840","103.2980","Thailand","TH","THA","Maha Sarakham","admin","51584","1764568961" +"Lop Buri","Lop Buri","14.8040","100.6186","Thailand","TH","THA","Lop Buri","admin","57761","1764574750" +"Loei","Loei","17.4919","101.7315","Thailand","TH","THA","Loei","admin","35273","1764996883" +"Uthai Thani","Uthai Thani","15.3819","100.0264","Thailand","TH","THA","Uthai Thani","admin","22219","1764844835" +"Trang","Trang","7.5634","99.6080","Thailand","TH","THA","Trang","admin","147820","1764343817" +"Phetchaburi","Phetchaburi","13.1133","99.9412","Thailand","TH","THA","Phetchaburi","admin","90497","1764000534" +"Yasothon","Yasothon","15.7880","104.1510","Thailand","TH","THA","Yasothon","admin","21643","1764520637" +"Surin","Surin","14.8868","103.4915","Thailand","TH","THA","Surin","admin","62536","1764813179" +"Uttaradit","Uttaradit","17.6316","100.0972","Thailand","TH","THA","Uttaradit","admin","76630","1764146253" +"Mae Hong Son","Mae Hong Son","19.3010","97.9690","Thailand","TH","THA","Mae Hong Son","admin","9109","1764090874" +"Samut Songkhram","Samut Songkhram","13.4130","100.0010","Thailand","TH","THA","Samut Songkhram","admin","35065","1764305010" +"Aranyaprathet","Aranyaprathet","13.6824","102.4969","Thailand","TH","THA","Sa Kaeo","minor","22472","1764167237" +"Tak","Tak","16.8847","99.1293","Thailand","TH","THA","Tak","admin","33146","1764055292" +"Chiang Mai","Chiang Mai","18.8000","98.9800","Thailand","TH","THA","Chiang Mai","admin","397211","1764662886" +"Narathiwat","Narathiwat","6.4318","101.8214","Thailand","TH","THA","Narathiwat","admin","68112","1764748532" +"Songkhla","Songkhla","7.2100","100.5600","Thailand","TH","THA","Songkhla","admin","48616","1764543650" +"Hat Yai","Hat Yai","6.9964","100.4714","Thailand","TH","THA","Songkhla","minor","317954","1764161022" +"Ubon Ratchathani","Ubon Ratchathani","15.2500","104.8300","Thailand","TH","THA","Ubon Ratchathani","admin","273893","1764611048" +"Trat","Trat","12.2370","102.5090","Thailand","TH","THA","Trat","admin","21590","1764126822" +"Kanchanaburi","Kanchanaburi","14.0174","99.5220","Thailand","TH","THA","Kanchanaburi","admin","63699","1764455558" +"Bua Yai","Bua Yai","15.5840","102.4186","Thailand","TH","THA","Nakhon Ratchasima","minor","18269","1764992879" +"Sakhon Nakhon","Sakhon Nakhon","17.1679","104.1479","Thailand","TH","THA","Sakon Nakhon","admin","76237","1764476362" +"Lamphun","Lamphun","18.5030","99.0740","Thailand","TH","THA","Lamphun","admin","14030","1764104264" +"Nakhon Pathom","Nakhon Pathom","13.8180","100.0640","Thailand","TH","THA","Nakhon Pathom","admin","117927","1764251992" +"Ratchaburi","Ratchaburi","13.5419","99.8215","Thailand","TH","THA","Ratchaburi","admin","106996","1764773366" +"Udon Thani","Udon Thani","17.4048","102.7893","Thailand","TH","THA","Udon Thani","admin","247231","1764676047" +"Samut Sakhon","Samut Sakhon","13.5360","100.2740","Thailand","TH","THA","Samut Sakhon","admin","63498","1764502057" +"Sisaket","Sisaket","15.1203","104.3298","Thailand","TH","THA","Sisaket","admin","44751","1764002764" +"Supham Buri","Supham Buri","14.4710","100.1290","Thailand","TH","THA","Suphan Buri","admin","53399","1764759549" +"Nakhon Ratchasima","Nakhon Ratchasima","15.0000","102.1000","Thailand","TH","THA","Nakhon Ratchasima","admin","334984","1764752197" +"Nonthaburi","Nonthaburi","13.8337","100.4833","Thailand","TH","THA","Nonthaburi","admin","258550","1764667935" +"Mae Sot","Mae Sot","16.7162","98.5708","Thailand","TH","THA","Tak","minor","45781","1764198529" +"Khon Kaen","Khon Kaen","16.4200","102.8300","Thailand","TH","THA","Khon Kaen","admin","251056","1764003406" +"Mukdahan","Mukdahan","16.5453","104.7235","Thailand","TH","THA","Mukdahan","admin","","1764994534" +"Nong Bua Lamphu","Nong Bua Lamphu","17.2041","102.4407","Thailand","TH","THA","Nong Bua Lamphu","admin","","1764333285" +"Thung Song","Thung Song","8.1540","99.7286","Thailand","TH","THA","Nakhon Si Thammarat","minor","28223","1764422992" +"Nakhon Si Thammarat","Nakhon Si Thammarat","8.4000","99.9700","Thailand","TH","THA","Nakhon Si Thammarat","admin","232335","1764409111" +"Krabi","Krabi","8.0520","98.9120","Thailand","TH","THA","Krabi","admin","31219","1764587855" +"Pathum Thani","Pathum Thani","14.0171","100.5333","Thailand","TH","THA","Pathum Thani","admin","154412","1764434288" +"Nakhon Nayok","Nakhon Nayok","14.2000","101.2160","Thailand","TH","THA","Nakhon Nayok","admin","21309","1764068248" +"Prachuap Khiri Khan","Prachuap Khiri Khan","11.8030","99.8000","Thailand","TH","THA","Prachuap Khiri Khan","admin","33521","1764877766" +"Nan","Nan","18.7868","100.7715","Thailand","TH","THA","Nan","admin","82483","1764061223" +"Bueng Kan","Bueng Kan","18.3630","103.6519","Thailand","TH","THA","Bueng Kan","admin","","1764944006" +"Hua Hin","Hua Hin","12.5697","99.9443","Thailand","TH","THA","Prachuap Khiri Khan","minor","50456","1764352388" +"Kamphaeng Phet","Kamphaeng Phet","16.4730","99.5290","Thailand","TH","THA","Kamphaeng Phet","admin","58787","1764367755" +"Chumphon","Chumphon","10.5127","99.1872","Thailand","TH","THA","Chumphon","admin","85686","1764012939" +"Pattani","Pattani","6.8640","101.2500","Thailand","TH","THA","Pattani","admin","150000","1764277891" +"Buriram","Buriram","15.0004","103.1166","Thailand","TH","THA","Buriram","admin","47292","1764141031" +"Saraburi","Saraburi","14.5304","100.8800","Thailand","TH","THA","Sara Buri","admin","70769","1764111243" +"Khorugh","Khorugh","37.4875","71.5476","Tajikistan","TJ","TJK","Kŭhistoni Badakhshon","admin","30000","1762114045" +"Qurghonteppa","Qurghonteppa","37.8373","68.7713","Tajikistan","TJ","TJK","Khatlon","admin","311574","1762998971" +"Kulob","Kulob","37.9212","69.7757","Tajikistan","TJ","TJK","Khatlon","minor","115164","1762798596" +"Konibodom","Konibodom","40.2922","70.4272","Tajikistan","TJ","TJK","Sughd","minor","259876","1762140294" +"Khujand","Khujand","40.2900","69.6199","Tajikistan","TJ","TJK","Sughd","admin","437684","1762372787" +"Uroteppa","Uroteppa","39.9219","69.0015","Tajikistan","TJ","TJK","Sughd","minor","156621","1762380072" +"Dushanbe","Dushanbe","38.5600","68.7739","Tajikistan","TJ","TJK","Dushanbe","primary","1086244","1762930616" +"Kuybyshevskiy","Kuybyshevskiy","37.9794","68.6890","Tajikistan","TJ","TJK","Khatlon","minor","8925","1762589864" +"Dili","Dili","-8.5594","125.5795","Timor-Leste","TL","TLS","Díli","primary","234331","1626308942" +"Aileu","Aileu","-8.7281","125.5664","Timor-Leste","TL","TLS","Aileu","admin","","1626766880" +"Ainaro","Ainaro","-8.9969","125.5050","Timor-Leste","TL","TLS","Ainaro","admin","","1626118494" +"Baucau","Baucau","-8.4757","126.4563","Timor-Leste","TL","TLS","Baucau","admin","","1626835210" +"Maliana","Maliana","-8.9917","125.2197","Timor-Leste","TL","TLS","Bobonaro","admin","","1626637884" +"Suai","Suai","-9.3129","125.2565","Timor-Leste","TL","TLS","Cova Lima","admin","","1626458227" +"Gleno","Gleno","-8.7239","125.4361","Timor-Leste","TL","TLS","Ermera","admin","","1626143485" +"Lospalos","Lospalos","-8.5217","126.9983","Timor-Leste","TL","TLS","Lautém","admin","","1626878399" +"Liquiçá","Liquica","-8.5875","125.3419","Timor-Leste","TL","TLS","Liquiçá","admin","","1626054379" +"Manatuto","Manatuto","-8.5114","126.0131","Timor-Leste","TL","TLS","Manatuto","admin","","1626115337" +"Same","Same","-9.0042","125.6486","Timor-Leste","TL","TLS","Manufahi","admin","","1626402267" +"Pante Macassar","Pante Macassar","-9.2000","124.3833","Timor-Leste","TL","TLS","Oecussi-Ambeno","admin","","1626175417" +"Viqueque","Viqueque","-8.8575","126.3647","Timor-Leste","TL","TLS","Viqueque","admin","","1626768340" +"Türkmenbaşy","Turkmenbasy","40.0230","52.9697","Turkmenistan","TM","TKM","Balkan","","68292","1795987646" +"Daşoguz","Dasoguz","41.8400","59.9650","Turkmenistan","TM","TKM","Daşoguz","admin","201424","1795167397" +"Koneurgench","Koneurgench","42.3167","59.1667","Turkmenistan","TM","TKM","","","31400","1795588005" +"Balkanabat","Balkanabat","39.5124","54.3649","Turkmenistan","TM","TKM","Balkan","admin","110827","1795885709" +"Celeken","Celeken","39.4362","53.1226","Turkmenistan","TM","TKM","Balkan","","1206","1795554809" +"Atamyrat","Atamyrat","37.8248","65.1997","Turkmenistan","TM","TKM","Lebap","","33242","1795595010" +"Mary","Mary","37.6000","61.8333","Turkmenistan","TM","TKM","Mary","admin","178708","1795413265" +"Türkmenabat","Turkmenabat","39.1100","63.5800","Turkmenistan","TM","TKM","Lebap","admin","234817","1795079064" +"Tejen","Tejen","37.3786","60.4960","Turkmenistan","TM","TKM","Ahal","","67294","1795500486" +"Kaka","Kaka","37.3503","59.6000","Turkmenistan","TM","TKM","Ahal","","38381","1795223342" +"Gyzlarbat","Gyzlarbat","38.9755","56.2778","Turkmenistan","TM","TKM","Balkan","","48458","1795429041" +"Buzmeyin","Buzmeyin","38.0517","58.2100","Turkmenistan","TM","TKM","Ahal","","40813","1795394170" +"Ashgabat","Ashgabat","37.9500","58.3833","Turkmenistan","TM","TKM","","primary","727700","1795049992" +"Änew","Anew","37.8875","58.5160","Turkmenistan","TM","TKM","Ahal","admin","","1795817680" +"Dehibat","Dehibat","32.0170","10.7000","Tunisia","TN","TUN","Tataouine","","3525","1788484869" +"Zarzis","Zarzis","33.5104","11.1000","Tunisia","TN","TUN","Médenine","","159161","1788933524" +"Gabès","Gabes","33.9004","10.1000","Tunisia","TN","TUN","Gabès","admin","219517","1788064276" +"Gafsa","Gafsa","34.4204","8.7800","Tunisia","TN","TUN","Gafsa","admin","126803","1788454569" +"Qasserine","Qasserine","35.1804","8.8300","Tunisia","TN","TUN","Kasserine","admin","81987","1788047794" +"Sdid Bouzid","Sdid Bouzid","35.0167","9.5000","Tunisia","TN","TUN","Sidi Bouzid","admin","42098","1788196439" +"Sfax","Sfax","34.7500","10.7200","Tunisia","TN","TUN","Sfax","admin","453050","1788741658" +"Mahdia","Mahdia","35.4839","11.0409","Tunisia","TN","TUN","Mahdia","admin","45977","1788440786" +"Monastir","Monastir","35.7307","10.7673","Tunisia","TN","TUN","Monastir","admin","71546","1788553334" +"Sousse","Sousse","35.8300","10.6250","Tunisia","TN","TUN","Sousse","admin","327004","1788927583" +"Qairouan","Qairouan","35.6804","10.1000","Tunisia","TN","TUN","Kairouan","admin","144522","1788844707" +"El Kef","El Kef","36.1826","8.7148","Tunisia","TN","TUN","Kef","admin","47979","1788314833" +"Jendouba","Jendouba","36.5000","8.7500","Tunisia","TN","TUN","Jendouba","admin","51408","1788952846" +"Béja","Beja","36.7304","9.1900","Tunisia","TN","TUN","Béja","admin","59567","1788225711" +"Bizerte","Bizerte","37.2904","9.8550","Tunisia","TN","TUN","Bizerte","admin","139843","1788330365" +"Zaghouan","Zaghouan","36.4000","10.1470","Tunisia","TN","TUN","Zaghouan","admin","16911","1788008309" +"Siliana","Siliana","36.0833","9.3833","Tunisia","TN","TUN","Siliana","admin","26960","1788057426" +"Nabeul","Nabeul","36.4603","10.7300","Tunisia","TN","TUN","Nabeul","admin","115149","1788902612" +"Kebili","Kebili","33.6900","8.9710","Tunisia","TN","TUN","Kébili","admin","19875","1788285135" +"Tataouine","Tataouine","33.0000","10.4667","Tunisia","TN","TUN","Tataouine","admin","62577","1788300169" +"Medenine","Medenine","33.4000","10.4167","Tunisia","TN","TUN","Médenine","admin","61705","1788240639" +"Tozeur","Tozeur","33.9304","8.1300","Tunisia","TN","TUN","Tozeur","admin","39504","1788636202" +"Tunis","Tunis","36.8028","10.1797","Tunisia","TN","TUN","Tunis","primary","2412500","1788742103" +"Ben Gardane","Ben Gardane","33.1404","11.2200","Tunisia","TN","TUN","Médenine","","19843","1788380441" +"Ben Arous","Ben Arous","36.7545","10.2217","Tunisia","TN","TUN","Ben Arous","admin","","1788439087" +"Manouba","Manouba","36.8101","10.0956","Tunisia","TN","TUN","Manouba","admin","","1788608864" +"L'Ariana","L'Ariana","36.8667","10.2000","Tunisia","TN","TUN","L’Ariana","admin","97687","1788682546" +"Neiafu","Neiafu","-18.6496","-173.9833","Tonga","TO","TON","Vava‘u","","7391","1776829745" +"Nukualofa","Nukualofa","-21.1385","-175.2206","Tonga","TO","TON","Tongatapu","primary","42620","1776737461" +"Isparta","Isparta","37.7700","30.5300","Turkey","TR","TUR","Isparta","admin","172334","1792105249" +"Sivas","Sivas","39.7454","37.0350","Turkey","TR","TUR","Sivas","admin","264022","1792938326" +"Kilis","Kilis","36.7204","37.1200","Turkey","TR","TUR","Kilis","admin","82301","1792866362" +"Edirne","Edirne","41.6704","26.5700","Turkey","TR","TUR","Edirne","admin","126470","1792102607" +"Bingöl","Bingol","38.8850","40.4980","Turkey","TR","TUR","Bingöl","admin","80568","1792920183" 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Tobago","TT","TTO","San Juan/Laventille","admin","","1780000001" +"Chaguanas","Chaguanas","10.5167","-61.4167","Trinidad And Tobago","TT","TTO","Chaguanas","admin","","1780795054" +"Couva","Couva","10.4232","-61.4618","Trinidad And Tobago","TT","TTO","Couva/Tabaquite/Talparo","admin","","1780835692" +"Debe","Debe","10.2085","-61.4527","Trinidad And Tobago","TT","TTO","Penal/Debe","admin","","1780510715" +"Diego Martin","Diego Martin","10.7208","-61.5662","Trinidad And Tobago","TT","TTO","Diego Martin","admin","","1780534918" +"Point Fortin","Point Fortin","10.1741","-61.6841","Trinidad And Tobago","TT","TTO","Point Fortin","admin","","1780702349" +"Princes Town","Princes Town","10.2718","-61.3710","Trinidad And Tobago","TT","TTO","Princes Town","admin","","1780714817" +"Rio Claro","Rio Claro","10.3059","-61.1756","Trinidad And Tobago","TT","TTO","Mayaro/Rio Claro","admin","","1780883666" +"San Fernando","San Fernando","10.2805","-61.4594","Trinidad And Tobago","TT","TTO","San Fernando","admin","166039","1780361077" +"Sangre Grande","Sangre Grande","10.5871","-61.1322","Trinidad And Tobago","TT","TTO","Sangre Grande","admin","","1780469686" +"Scarborough","Scarborough","11.1811","-60.7333","Trinidad And Tobago","TT","TTO","Tobago","admin","","1780875399" +"Siparia","Siparia","10.1453","-61.5074","Trinidad And Tobago","TT","TTO","Siparia","admin","","1780418671" +"Tunapuna","Tunapuna","10.6524","-61.3888","Trinidad And Tobago","TT","TTO","Tunapuna/Piarco","admin","","1780508155" +"Funafuti","Funafuti","-8.5167","179.2166","Tuvalu","TV","TUV","Funafuti","primary","4749","1798251391" +"Taipei","Taipei","25.0358","121.5683","Taiwan","TW","TWN","Taipei","primary","6900273","1158881289" +"Magong","Magong","23.5667","119.5833","Taiwan","TW","TWN","Penghu","admin","56435","1158297836" +"Pingtung","Pingtung","22.6817","120.4817","Taiwan","TW","TWN","Pingtung","admin","503530","1158209038" 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+"Tainan","Tainan","23.0000","120.2000","Taiwan","TW","TWN","Tainan","admin","1876312","1158061376" +"Kaohsiung","Kaohsiung","22.6333","120.2666","Taiwan","TW","TWN","Kaohsiung","admin","2769072","1158331334" +"Jincheng","Jincheng","24.4341","118.3171","Taiwan","TW","TWN","Kinmen","admin","","1158376441" +"Nangan","Nangan","26.1504","119.9328","Taiwan","TW","TWN","Lienchiang","admin","","1158327079" +"Sumbawanga","Sumbawanga","-7.9596","31.6200","Tanzania","TZ","TZA","Rukwa","admin","89161","1834684278" +"Mtwara","Mtwara","-10.2696","40.1900","Tanzania","TZ","TZA","Mtwara","admin","96602","1834044142" +"Koani","Koani","-6.1333","39.2833","Tanzania","TZ","TZA","Zanzibar Central/South","admin","","1834376215" +"Mbeya","Mbeya","-8.8900","33.4300","Tanzania","TZ","TZA","Mbeya","admin","291649","1834396594" +"Zanzibar","Zanzibar","-6.1600","39.2000","Tanzania","TZ","TZA","Zanzibar Urban/West","admin","403658","1834823848" +"Uvinza","Uvinza","-5.1196","30.3900","Tanzania","TZ","TZA","Kigoma","","80350","1834561245" +"Musoma","Musoma","-1.4896","33.8000","Tanzania","TZ","TZA","Mara","admin","133156","1834100025" +"Tanga","Tanga","-5.0700","39.0900","Tanzania","TZ","TZA","Tanga","admin","224876","1834004568" +"Kigoma","Kigoma","-4.8796","29.6100","Tanzania","TZ","TZA","Kigoma","admin","164268","1834583327" +"Kakonko","Kakonko","-3.2796","30.9600","Tanzania","TZ","TZA","Kigoma","","24688","1834778373" +"Moshi","Moshi","-3.3396","37.3400","Tanzania","TZ","TZA","Kilimanjaro","admin","721018","1834217168" +"Arusha","Arusha","-3.3600","36.6700","Tanzania","TZ","TZA","Arusha","admin","341136","1834484937" +"Lindi","Lindi","-10.0000","39.7000","Tanzania","TZ","TZA","Lindi","admin","41912","1834550750" +"Kilindoni","Kilindoni","-7.9163","39.6500","Tanzania","TZ","TZA","Coast","","12409","1834982666" +"Kibiti","Kibiti","-7.7296","38.9500","Tanzania","TZ","TZA","Coast","","30163","1834522080" 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+"Carora","Carora","10.1900","-70.0800","Venezuela","VE","VEN","Lara","minor","149711","1862485109" +"Puerto Cabello","Puerto Cabello","10.4704","-68.1700","Venezuela","VE","VEN","Carabobo","minor","174000","1862031193" +"Maiquetía","Maiquetia","10.6004","-66.9700","Venezuela","VE","VEN","Vargas","minor","315442","1862822831" +"Ocumare del Tuy","Ocumare del Tuy","10.1200","-66.7800","Venezuela","VE","VEN","Miranda","minor","166072","1862015576" +"Calabozo","Calabozo","8.9304","-67.4400","Venezuela","VE","VEN","Guárico","minor","117132","1862623441" +"Acarigua","Acarigua","9.5804","-69.2000","Venezuela","VE","VEN","Portuguesa","minor","260921","1862134462" +"Cabimas","Cabimas","10.4300","-71.4500","Venezuela","VE","VEN","Zulia","minor","441094","1862398719" +"Santa Rita","Santa Rita","10.5318","-71.5039","Venezuela","VE","VEN","Zulia","minor","31810","1862676200" +"San Carlos del Zulia","San Carlos del Zulia","9.0104","-71.9200","Venezuela","VE","VEN","Zulia","minor","97288","1862219492" +"Machiques","Machiques","10.0704","-72.5499","Venezuela","VE","VEN","Zulia","minor","62968","1862003182" +"Valera","Valera","9.3200","-70.6200","Venezuela","VE","VEN","Trujillo","minor","191167","1862735261" +"Punto Fijo","Punto Fijo","11.7200","-70.2100","Venezuela","VE","VEN","Falcón","minor","234736","1862535644" +"Carúpano","Carupano","10.6700","-63.2300","Venezuela","VE","VEN","Sucre","minor","126293","1862777685" +"Road Town","Road Town","18.4167","-64.6167","Virgin Islands, British","VG","VGB","","primary","","1092732412" +"Quảng Trị","Quang Tri","16.7504","107.2000","Vietnam","VN","VNM","Quảng Trị","","72722","1704089491" +"Thanh Hóa","Thanh Hoa","19.8200","105.8000","Vietnam","VN","VNM","Thanh Hóa","admin","197551","1704016079" +"Vung Tau","Vung Tau","10.3554","107.0850","Vietnam","VN","VNM","Bà Rịa-Vũng Tàu","admin","248767","1704581438" +"Play Ku","Play Ku","13.9833","108.0000","Vietnam","VN","VNM","Gia Lai","admin","142900","1704220080" +"Cam Ranh","Cam Ranh","11.9020","109.2207","Vietnam","VN","VNM","Khánh Hòa","","146771","1704104189" +"Đông Hà","Dong Ha","16.8500","107.1333","Vietnam","VN","VNM","Quảng Trị","admin","17662","1704264596" +"Luan Chau","Luan Chau","21.7400","103.3430","Vietnam","VN","VNM","Điện Biên","","7335","1704201464" +"Mỹ Tho","My Tho","10.3504","106.3500","Vietnam","VN","VNM","Tiền Giang","admin","124143","1704000376" +"Bắc Giang","Bac Giang","21.2670","106.2000","Vietnam","VN","VNM","Bắc Giang","admin","53728","1704256754" +"Bắc Ninh","Bac Ninh","21.1861","106.0763","Vietnam","VN","VNM","Bắc Ninh","admin","","1704025181" +"Quảng Ngãi","Quang Ngai","15.1504","108.8300","Vietnam","VN","VNM","Quảng Ngãi","admin","250000","1704029499" +"Long Xuyen","Long Xuyen","10.3804","105.4200","Vietnam","VN","VNM","An Giang","admin","350000","1704453892" +"Bắc Kạn","Bac Kan","22.1333","105.8333","Vietnam","VN","VNM","Bắc Kạn","admin","29227","1704000217" +"Lao Chi","Lao Chi","22.5014","103.9660","Vietnam","VN","VNM","Lào Cai","admin","67206","1704290986" +"Da Nang","Da Nang","16.0600","108.2500","Vietnam","VN","VNM","Quảng Nam","","1000000","1704966442" +"Vĩnh Yên","Vinh Yen","21.3089","105.6049","Vietnam","VN","VNM","Vĩnh Phúc","admin","","1704905946" +"Kon Tum","Kon Tum","14.3838","107.9833","Vietnam","VN","VNM","Kon Tum","","105489","1704082555" +"Sơn Tây","Son Tay","21.1382","105.5050","Vietnam","VN","VNM","Hà Nội","minor","189547","1704714941" +"Hanoi","Hanoi","21.0333","105.8500","Vietnam","VN","VNM","Hà Nội","primary","4378000","1704413791" +"Da Lat","Da Lat","11.9304","108.4200","Vietnam","VN","VNM","Lâm Đồng","","256019","1704613422" +"Haiphong","Haiphong","20.8300","106.6801","Vietnam","VN","VNM","Hải Phòng","admin","1969000","1704000623" +"Hưng Yên","Hung Yen","20.6464","106.0511","Vietnam","VN","VNM","Hưng Yên","admin","","1704000203" +"Cẩm Phả","Cam Pha","21.0404","107.3200","Vietnam","VN","VNM","Quảng Ninh","minor","135477","1704985016" +"Buon Me Thuot","Buon Me Thuot","12.6670","108.0500","Vietnam","VN","VNM","Đắk Lắk","admin","349945","1704542086" +"Châu Đốc","Chau Doc","10.7004","105.1167","Vietnam","VN","VNM","An Giang","","70239","1704020910" +"Tuy Hòa","Tuy Hoa","13.0820","109.3160","Vietnam","VN","VNM","Phú Yên","admin","69596","1704697424" +"Vinh","Vinh","18.7000","105.6800","Vietnam","VN","VNM","Nghệ An","admin","593645","1704960059" +"Yên Bái","Yen Bai","21.7050","104.8750","Vietnam","VN","VNM","Yên Bái","admin","96540","1704249231" +"Tam Kỳ","Tam Ky","15.5736","108.4740","Vietnam","VN","VNM","Quảng Nam","admin","","1704410655" +"Gia Nghĩa","Gia Nghia","12.0042","107.6907","Vietnam","VN","VNM","Đắk Nông","admin","","1704361005" +"Đà Nẵng","Da Nang","16.0748","108.2240","Vietnam","VN","VNM","Đà Nẵng","admin","","1704949870" +"Ho Chi Minh City","Ho Chi Minh City","10.7800","106.6950","Vietnam","VN","VNM","Hồ Chí Minh","admin","5314000","1704774326" +"Đà Lạt","Da Lat","11.9359","108.4429","Vietnam","VN","VNM","Lâm Đồng","admin","","1704933464" +"Nha Trang","Nha Trang","12.2500","109.1700","Vietnam","VN","VNM","Khánh Hòa","admin","411556","1704497901" +"Cao Lãnh","Cao Lanh","10.4670","105.6360","Vietnam","VN","VNM","Đồng Tháp","admin","149837","1704276832" +"Đồng Hới","Dong Hoi","17.4833","106.6000","Vietnam","VN","VNM","Quảng Bình","admin","189265","1704323043" +"Vĩnh Long","Vinh Long","10.2560","105.9640","Vietnam","VN","VNM","Vĩnh Long","admin","103314","1704262419" +"Truc Giang","Truc Giang","10.2350","106.3750","Vietnam","VN","VNM","Bến Tre","admin","59442","1704108909" +"Rạch Giá","Rach Gia","10.0154","105.0914","Vietnam","VN","VNM","Kiến Giang","admin","300000","1704872008" +"Sóc Trăng","Soc Trang","9.6037","105.9800","Vietnam","VN","VNM","Sóc Trăng","admin","300000","1704758756" +"Can Tho","Can Tho","10.0500","105.7700","Vietnam","VN","VNM","Cần Thơ","admin","1121000","1704783472" +"Đồng Xoài","Dong Xoai","11.5349","106.8832","Vietnam","VN","VNM","Bình Phước","admin","","1704845487" +"Hon Quan","Hon Quan","11.6504","106.6000","Vietnam","VN","VNM","Bình Phước","","40279","1704953411" +"Hue","Hue","16.4700","107.5800","Vietnam","VN","VNM","Thừa Thiên-Huế","admin","950000","1704016023" +"Vị Thanh","Vi Thanh","9.7845","105.4701","Vietnam","VN","VNM","Hậu Giang","admin","","1704210026" +"Việt Trì","Viet Tri","21.3304","105.4300","Vietnam","VN","VNM","Phú Thọ","admin","350000","1704332956" +"Biên Hòa","Bien Hoa","10.9700","106.8301","Vietnam","VN","VNM","Đồng Nai","admin","652646","1704863046" +"Hà Tĩnh","Ha Tinh","18.3338","105.9000","Vietnam","VN","VNM","Hà Tĩnh","admin","165396","1704544061" +"Kon Tum","Kon Tum","14.3545","108.0076","Vietnam","VN","VNM","Kon Tum","admin","","1704988146" +"Phan Rang","Phan Rang","11.5670","108.9833","Vietnam","VN","VNM","Ninh Thuận","admin","179773","1704094609" +"Phan Thiet","Phan Thiet","10.9337","108.1001","Vietnam","VN","VNM","Bình Thuận","admin","336846","1704221456" +"Tan An","Tan An","10.5337","106.4167","Vietnam","VN","VNM","Long An","admin","137498","1704199290" +"Cà Mau","Ca Mau","9.1774","105.1500","Vietnam","VN","VNM","Cà Mau","admin","356636","1704320474" +"Tra Vinh","Tra Vinh","9.9340","106.3340","Vietnam","VN","VNM","Trà Vinh","admin","131360","1704929966" +"Qui Nhon","Qui Nhon","13.7800","109.1800","Vietnam","VN","VNM","Bình Định","admin","805290","1704056461" +"Thu Dau Mot","Thu Dau Mot","10.9691","106.6527","Vietnam","VN","VNM","Bình Dương","admin","244277","1704890399" +"Tây Ninh","Tay Ninh","11.3230","106.1470","Vietnam","VN","VNM","Tây Ninh","admin","126370","1704250951" +"Lai Châu","Lai Chau","22.3964","103.4582","Vietnam","VN","VNM","Lai Châu","admin","","1704983526" +"Điện Biên Phủ","Dien Bien Phu","21.3854","103.0161","Vietnam","VN","VNM","Điện Biên","admin","","1704081536" +"Thái Nguyên","Thai Nguyen","21.6000","105.8300","Vietnam","VN","VNM","Thái Nguyên","admin","500000","1704613715" +"Thái Bình","Thai Binh","20.4503","106.3330","Vietnam","VN","VNM","Thái Bình","admin","210000","1704716027" +"Sơn La","Son La","21.3280","103.9100","Vietnam","VN","VNM","Sơn La","admin","19054","1704957010" +"Phủ Lý","Phu Ly","20.5453","105.9122","Vietnam","VN","VNM","Hà Nam","admin","","1704841896" +"Ninh Bình","Ninh Binh","20.2543","105.9750","Vietnam","VN","VNM","Ninh Bình","admin","130517","1704442748" +"Nam Định","Nam Dinh","20.4200","106.2000","Vietnam","VN","VNM","Nam Định","admin","243186","1704906277" +"Lạng Sơn","Lang Son","21.8460","106.7570","Vietnam","VN","VNM","Lạng Sơn","admin","148000","1704004349" +"Hoa Binh","Hoa Binh","20.8137","105.3383","Vietnam","VN","VNM","Hòa Bình","admin","105260","1704237072" +"Hong Gai","Hong Gai","20.9604","107.1000","Vietnam","VN","VNM","Quảng Ninh","admin","172915","1704379547" +"Hai Duong","Hai Duong","20.9420","106.3310","Vietnam","VN","VNM","Hải Dương","admin","58030","1704909566" +"Ha Giang","Ha Giang","22.8337","104.9833","Vietnam","VN","VNM","Hà Giang","admin","38362","1704495953" +"Cao Bằng","Cao Bang","22.6640","106.2680","Vietnam","VN","VNM","Cao Bằng","admin","41112","1704552735" +"Bạc Liêu","Bac Lieu","9.2804","105.7200","Vietnam","VN","VNM","Bạc Liêu","admin","225000","1704298745" +"Bà Rịa","Ba Ria","10.4963","107.1684","Vietnam","VN","VNM","Bà Rịa-Vũng Tàu","admin","","1704764642" +"Tuyên Quang","Tuyen Quang","21.8180","105.2110","Vietnam","VN","VNM","Tuyên Quang","admin","36430","1704662313" +"Port Vila","Port Vila","-17.7334","168.3166","Vanuatu","VU","VUT","Shefa","primary","44040","1548805075" +"Isangel","Isangel","-19.5417","169.2817","Vanuatu","VU","VUT","Tafea","admin","","1548941443" +"Luganville","Luganville","-15.5126","167.1766","Vanuatu","VU","VUT","Sanma","admin","13397","1548569362" +"Lakatoro","Lakatoro","-16.1056","167.4189","Vanuatu","VU","VUT","Malampa","admin","","1548761183" +"Saratamata","Saratamata","-15.2869","167.9906","Vanuatu","VU","VUT","Penama","admin","","1548907051" +"Sola","Sola","-13.8761","167.5517","Vanuatu","VU","VUT","Torba","admin","","1548600754" +"Leava","Leava","-14.2933","-178.1583","Wallis And Futuna","WF","WLF","Sigave","admin","","1876731744" +"Mata-Utu","Mata-Utu","-13.2825","-176.1736","Wallis And Futuna","WF","WLF","Uvea","primary","","1876784844" +"Apia","Apia","-13.8415","-171.7386","Samoa","WS","WSM","","primary","61916","1882489296" +"Afega","Afega","-13.7973","-171.8531","Samoa","WS","WSM","Tuamasaga","admin","","1882284139" +"Asau","Asau","-13.5196","-172.6378","Samoa","WS","WSM","Vaisigano","admin","","1882504626" +"Leulumoega","Leulumoega","-13.8230","-171.9613","Samoa","WS","WSM","A‘ana","admin","","1882782502" +"Safotu","Safotu","-13.4513","-172.4018","Samoa","WS","WSM","Gagaifomauga","admin","","1882879383" +"Safotulafai","Safotulafai","-13.6715","-172.1777","Samoa","WS","WSM","Fa‘asaleleaga","admin","","1882524892" +"Lufilufi","Lufilufi","-13.8745","-171.5986","Samoa","WS","WSM","Atua","admin","","1882092632" +"Mulifanua","Mulifanua","-13.8318","-172.0360","Samoa","WS","WSM","Aiga-i-le-Tai","admin","","1882029963" +"Saleaula","Saleaula","-13.4489","-172.3352","Samoa","WS","WSM","Gaga‘emauga","admin","","1882605280" +"Samamea","Samamea","-13.9338","-171.5312","Samoa","WS","WSM","Va‘a-o-Fonoti","admin","","1882468874" +"Satupa‘itea","Satupa`itea","-13.7659","-172.3269","Samoa","WS","WSM","Satupa‘itea","admin","","1882940042" +"Vailoa","Vailoa","-13.7555","-172.3070","Samoa","WS","WSM","Palauli","admin","","1882047846" +"Ordino","Ordino","42.5563","1.5327","Andorra","AD","AND","Ordino","admin","","1020655238" +"La Massana","La Massana","42.5434","1.5148","Andorra","AD","AND","La Massana","admin","","1020543453" +"Canillo","Canillo","42.5670","1.5981","Andorra","AD","AND","Canillo","admin","","1020594179" +"Andorra","Andorra","42.5000","1.5165","Andorra","AD","AND","Andorra la Vella","primary","53998","1020828846" +"Encamp","Encamp","42.5361","1.5828","Andorra","AD","AND","Encamp","admin","","1020417470" +"Sant Julià de Lòria","Sant Julia de Loria","42.4664","1.4933","Andorra","AD","AND","Sant Julià de Lòria","admin","","1020885733" +"Escaldes-Engordany","Escaldes-Engordany","42.5085","1.5385","Andorra","AD","AND","Escaldes-Engordany","admin","","1020008674" +"Al Fujayrah","Al Fujayrah","25.1234","56.3375","United Arab Emirates","AE","ARE","Al Fujayrah","admin","94163","1784909196" +"Dubai","Dubai","25.2300","55.2800","United Arab Emirates","AE","ARE","Dubayy","admin","1379000","1784736618" +"Ras al Khaymah","Ras al Khaymah","25.7915","55.9428","United Arab Emirates","AE","ARE","Ra’s al Khaymah","admin","160849","1784053892" +"Umm al Qaywayn","Umm al Qaywayn","25.5653","55.5533","United Arab Emirates","AE","ARE","Umm al Qaywayn","admin","44411","1784525230" +"Abu Dhabi","Abu Dhabi","24.4667","54.3666","United Arab Emirates","AE","ARE","Abū Z̧aby","primary","603492","1784176710" +"‘Ajmān","`Ajman","25.4056","55.4618","United Arab Emirates","AE","ARE","‘Ajmān","admin","","1784337875" +"Sharjah","Sharjah","25.3714","55.4065","United Arab Emirates","AE","ARE","Ash Shāriqah","admin","1103027","1784152993" +"Al Ayn","Al Ayn","24.2305","55.7400","United Arab Emirates","AE","ARE","Abū Z̧aby","","408733","1784674685" +"Kabul","Kabul","34.5167","69.1833","Afghanistan","AF","AFG","Kābul","primary","3277000","1004993580" +"Sharan","Sharan","33.1757","68.7304","Afghanistan","AF","AFG","Paktīkā","admin","","1004273142" +"Zaranj","Zaranj","31.1120","61.8870","Afghanistan","AF","AFG","Nīmrōz","admin","49851","1004504986" +"Lashkar Gah","Lashkar Gah","31.5830","64.3600","Afghanistan","AF","AFG","Helmand","admin","201546","1004765445" +"Kandahar","Kandahar","31.6100","65.6949","Afghanistan","AF","AFG","Kandahār","admin","715542","1004003059" +"Tarin Kowt","Tarin Kowt","32.6333","65.8667","Afghanistan","AF","AFG","Uruzgān","admin","10000","1004893931" +"Herat","Herat","34.3300","62.1700","Afghanistan","AF","AFG","Herāt","admin","481009","1004237782" +"Ghazni","Ghazni","33.5633","68.4178","Afghanistan","AF","AFG","Ghaznī","admin","141000","1004167490" +"Maīdān Shahr","Maidan Shahr","34.3956","68.8662","Afghanistan","AF","AFG","Wardak","admin","","1004798735" +"Andkhvoy","Andkhvoy","36.9317","65.1015","Afghanistan","AF","AFG","Fāryāb","minor","71730","1004472345" +"Pol-e Khomri","Pol-e Khomri","35.9511","68.7011","Afghanistan","AF","AFG","Baghlān","admin","56369","1004123527" +"Mazar-e Sharif","Mazar-e Sharif","36.7000","67.1000","Afghanistan","AF","AFG","Balkh","admin","458151","1004436363" +"Sar-e Pul","Sar-e Pul","36.2154","65.9325","Afghanistan","AF","AFG","Sar-e Pul","admin","","1004047427" +"Meymaneh","Meymaneh","35.9302","64.7701","Afghanistan","AF","AFG","Fāryāb","admin","199795","1004622920" +"Gardiz","Gardiz","33.6001","69.2146","Afghanistan","AF","AFG","Paktiyā","admin","103601","1004468894" +"Asadabad","Asadabad","34.8660","71.1500","Afghanistan","AF","AFG","Kunaṟ","admin","48400","1004251962" +"Jalalabad","Jalalabad","34.4415","70.4361","Afghanistan","AF","AFG","Nangarhār","admin","597971","1004315012" +"Zareh Sharan","Zareh Sharan","32.8500","68.4167","Afghanistan","AF","AFG","Paktīkā","","13737","1004965319" +"Mehtar Lam","Mehtar Lam","34.6500","70.1667","Afghanistan","AF","AFG","Laghmān","admin","17345","1004590769" +"Aybak","Aybak","36.2610","68.0400","Afghanistan","AF","AFG","Samangān","admin","24000","1004564619" +"Sheberghan","Sheberghan","36.6580","65.7383","Afghanistan","AF","AFG","Jowzjān","admin","93241","1004805783" +"Khōst","Khost","33.3395","69.9204","Afghanistan","AF","AFG","Khōst","admin","","1004919977" +"Farah","Farah","32.3917","62.0968","Afghanistan","AF","AFG","Farāh","admin","73647","1004523791" +"Mahmud-E Eraqi","Mahmud-E Eraqi","35.0167","69.3333","Afghanistan","AF","AFG","Kāpīsā","admin","7407","1004151943" +"Qala i Naw","Qala i Naw","34.9830","63.1333","Afghanistan","AF","AFG","Bādghīs","admin","2997","1004947440" +"Feyzabad","Feyzabad","37.1298","70.5792","Afghanistan","AF","AFG","Badakhshān","admin","64704","1004452653" +"Charikar","Charikar","35.0183","69.1679","Afghanistan","AF","AFG","Parwān","admin","53676","1004817775" +"Nīlī","Nili","33.7218","66.1302","Afghanistan","AF","AFG","Dāykundī","admin","","1004642532" +"Bāzārak","Bazarak","35.3129","69.5152","Afghanistan","AF","AFG","Panjshir","admin","","1004374554" +"Kondoz","Kondoz","36.7280","68.8725","Afghanistan","AF","AFG","Kunduz","admin","259809","1004227517" +"Qalat","Qalat","32.1123","66.8868","Afghanistan","AF","AFG","Zābul","admin","12191","1004016690" +"Taloqan","Taloqan","36.7300","69.5400","Afghanistan","AF","AFG","Takhār","admin","64256","1004687194" +"Mayda Shahr","Mayda Shahr","34.4500","68.8000","Afghanistan","AF","AFG","Wardak","","35008","1004450357" +"Balkh","Balkh","36.7501","66.8997","Afghanistan","AF","AFG","Balkh","minor","179969","1004654094" +"Baghlan","Baghlan","36.1393","68.6993","Afghanistan","AF","AFG","Baghlān","minor","218748","1004943705" +"Bamian","Bamian","34.8211","67.5210","Afghanistan","AF","AFG","Bāmyān","admin","61863","1004274041" +"Karokh","Karokh","34.4868","62.5918","Afghanistan","AF","AFG","Herāt","minor","17484","1004546127" +"Baraki Barak","Baraki Barak","33.9667","68.9667","Afghanistan","AF","AFG","Lōgar","minor","22305","1004707647" +"Pul-e ‘Alam","Pul-e `Alam","33.9953","69.0227","Afghanistan","AF","AFG","Lōgar","admin","","1004180853" +"Pārūn","Parun","35.4206","70.9226","Afghanistan","AF","AFG","Nūristān","admin","","1004795942" +"Chaghcharan","Chaghcharan","34.5167","65.2500","Afghanistan","AF","AFG","Ghōr","admin","15000","1004988038" +"Saint John's","Saint John's","17.1180","-61.8500","Antigua And Barbuda","AG","ATG","Saint John","primary","35499","1028912067" +"The Valley","The Valley","18.2167","-63.0500","Anguilla","AI","AIA","","primary","","1660698387" +"Berat","Berat","40.7100","19.9720","Albania","AL","ALB","Berat","admin","46866","1008955153" +"Korçë","Korce","40.6167","20.7667","Albania","AL","ALB","Korçë","admin","58259","1008361921" +"Librazhd","Librazhd","41.2000","20.3667","Albania","AL","ALB","Elbasan","","12691","1008800835" +"Gjirokastër","Gjirokaster","40.0790","20.1490","Albania","AL","ALB","Gjirokastër","admin","23437","1008368062" +"Pukë","Puke","42.0333","19.8833","Albania","AL","ALB","Shkodër","","6495","1008739218" +"Krujë","Kruje","41.5190","19.7970","Albania","AL","ALB","Durrës","","21286","1008696208" +"Tepelenë","Tepelene","40.2833","20.0333","Albania","AL","ALB","Gjirokastër","","11955","1008683571" +"Rrëshen","Rreshen","41.7833","19.8167","Albania","AL","ALB","Lezhë","","10064","1008845269" 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Juarez","Ingeniero Guillermo N. Juarez","-23.9000","-61.8500","Argentina","AR","ARG","Formosa","minor","6453","1032585569" +"Comandante Fontana","Comandante Fontana","-25.3333","-59.6833","Argentina","AR","ARG","Formosa","minor","4277","1032594164" +"Belen","Belen","-27.6496","-67.0333","Argentina","AR","ARG","Catamarca","minor","11359","1032969950" +"Chumbicha","Chumbicha","-28.8666","-66.2333","Argentina","AR","ARG","Catamarca","minor","2572","1032994295" +"Rio Grande","Rio Grande","-53.7914","-67.6990","Argentina","AR","ARG","Tierra del Fuego, Antártida e Islas del Atlántico Sur","minor","31095","1032824067" +"Puerto Deseado","Puerto Deseado","-47.7500","-65.9000","Argentina","AR","ARG","Santa Cruz","minor","3305","1032537209" +"Perito Moreno","Perito Moreno","-46.6000","-70.9334","Argentina","AR","ARG","Santa Cruz","minor","3766","1032891854" +"Puerto San Julián","Puerto San Julian","-49.3000","-67.7167","Argentina","AR","ARG","Santa Cruz","minor","2347","1032464702" +"Gobernador Gregores","Gobernador Gregores","-48.7666","-70.2500","Argentina","AR","ARG","Santa Cruz","minor","2519","1032720049" +"San Martín","San Martin","-33.0700","-68.4900","Argentina","AR","ARG","Mendoza","minor","117399","1032297325" +"La Paz","La Paz","-33.4661","-67.5500","Argentina","AR","ARG","Mendoza","minor","4400","1032294439" +"Tunuyán","Tunuyan","-33.5662","-69.0167","Argentina","AR","ARG","Mendoza","minor","22834","1032526901" +"San Rafael","San Rafael","-34.6000","-68.3333","Argentina","AR","ARG","Mendoza","minor","109163","1032221516" +"General Pico","General Pico","-35.6596","-63.7700","Argentina","AR","ARG","La Pampa","minor","57029","1032081531" +"25 de Mayo","25 de Mayo","-37.8000","-67.6833","Argentina","AR","ARG","La Pampa","minor","17430","1032912712" +"Victorica","Victorica","-36.2163","-65.4500","Argentina","AR","ARG","La Pampa","minor","4458","1032392251" +"Juan José Castelli","Juan Jose Castelli","-25.9495","-60.6166","Argentina","AR","ARG","Chaco","minor","9421","1032193694" +"Victoria","Victoria","-32.6100","-60.1800","Argentina","AR","ARG","Entre Ríos","minor","25139","1032557014" +"Eldorado","Eldorado","-26.2000","-54.6000","Argentina","AR","ARG","Misiones","minor","17365","1032056096" +"Trancas","Trancas","-26.2167","-65.2833","Argentina","AR","ARG","Tucumán","minor","1599","1032418123" +"Chepes","Chepes","-31.3500","-66.6000","Argentina","AR","ARG","La Rioja","minor","6020","1032137147" +"Chamical","Chamical","-30.3496","-66.3167","Argentina","AR","ARG","La Rioja","minor","8989","1032026963" +"San Francisco","San Francisco","-31.4300","-62.0900","Argentina","AR","ARG","Córdoba","minor","59062","1032491643" +"Concordia","Concordia","-31.3896","-58.0300","Argentina","AR","ARG","Entre Ríos","minor","145210","1032923957" +"El Calafate","El Calafate","-50.3333","-72.3000","Argentina","AR","ARG","Santa Cruz","minor","8000","1032210475" +"Chos Malal","Chos Malal","-37.3830","-70.2666","Argentina","AR","ARG","Neuquén","minor","8556","1032817076" +"Las Lajas","Las Lajas","-38.5163","-70.3666","Argentina","AR","ARG","Neuquén","minor","1218","1032092474" +"Zapala","Zapala","-38.9000","-70.0667","Argentina","AR","ARG","Neuquén","minor","19152","1032365659" +"Villa Carlos Paz","Villa Carlos Paz","-31.4200","-64.5000","Argentina","AR","ARG","Córdoba","","69451","1032854975" +"Bell Ville","Bell Ville","-32.6000","-62.6800","Argentina","AR","ARG","Córdoba","minor","35105","1032028928" +"Río Cuarto","Rio Cuarto","-33.1300","-64.3500","Argentina","AR","ARG","Córdoba","minor","153757","1032552145" +"Villa Ángela","Villa Angela","-27.5833","-60.7167","Argentina","AR","ARG","Chaco","minor","30051","1032039944" +"Concepción del Uruguay","Concepcion del Uruguay","-32.4800","-58.2400","Argentina","AR","ARG","Entre Ríos","minor","67895","1032999059" +"Gualeguaychú","Gualeguaychu","-33.0200","-58.5200","Argentina","AR","ARG","Entre Ríos","minor","78676","1032523704" +"Gualeguay","Gualeguay","-33.1500","-59.3400","Argentina","AR","ARG","Entre Ríos","minor","33120","1032077195" +"Comodoro Rivadavia","Comodoro Rivadavia","-45.8700","-67.5000","Argentina","AR","ARG","Chubut","minor","140850","1032042035" +"Esquel","Esquel","-42.9000","-71.3166","Argentina","AR","ARG","Buenos Aires, Ciudad Autónoma de","minor","20048","1032489067" +"Añatuya","Anatuya","-28.4661","-62.8333","Argentina","AR","ARG","Santiago del Estero","minor","14133","1032511298" +"Dolores","Dolores","-36.3300","-57.6900","Argentina","AR","ARG","Buenos Aires","minor","25190","1032650497" +"Chascomús","Chascomus","-35.5662","-58.0166","Argentina","AR","ARG","Buenos Aires","minor","21054","1032352363" +"Chivilcoy","Chivilcoy","-34.9000","-60.0400","Argentina","AR","ARG","Buenos Aires","minor","54514","1032269915" +"Lincoln","Lincoln","-34.8800","-61.5399","Argentina","AR","ARG","Buenos Aires","minor","24798","1032332688" +"Goya","Goya","-29.1400","-59.2700","Argentina","AR","ARG","Corrientes","minor","72304","1032251925" +"Frias","Frias","-28.6496","-65.1500","Argentina","AR","ARG","Santiago del Estero","minor","13594","1032077058" +"Vera","Vera","-29.4662","-60.2166","Argentina","AR","ARG","Santa Fe","minor","9979","1032305174" +"Reconquista","Reconquista","-29.1395","-59.6500","Argentina","AR","ARG","Santa Fe","minor","90184","1032927391" +"Monte Quemado","Monte Quemado","-25.7996","-62.8666","Argentina","AR","ARG","Santiago del Estero","minor","11387","1032834102" +"Campana","Campana","-34.1600","-58.9600","Argentina","AR","ARG","Buenos Aires","minor","81612","1032345885" +"Zárate","Zarate","-34.0896","-59.0400","Argentina","AR","ARG","Buenos Aires","minor","88781","1032392383" +"Luján","Lujan","-34.5796","-59.1100","Argentina","AR","ARG","Buenos Aires","minor","81749","1032704827" +"Mercedes","Mercedes","-34.6600","-59.4400","Argentina","AR","ARG","Buenos Aires","minor","52949","1032994289" +"San Nicolas","San Nicolas","-33.3300","-60.2400","Argentina","AR","ARG","Buenos Aires","minor","127742","1032067887" +"Pergamino","Pergamino","-33.8996","-60.5700","Argentina","AR","ARG","Buenos Aires","minor","87652","1032214150" +"Chacabuco","Chacabuco","-34.6500","-60.4900","Argentina","AR","ARG","Buenos Aires","minor","34587","1032210547" +"Junín","Junin","-34.5846","-60.9589","Argentina","AR","ARG","Buenos Aires","minor","85007","1032976047" +"San Ramón de la Nueva Orán","San Ramon de la Nueva Oran","-23.1400","-64.3200","Argentina","AR","ARG","Salta","minor","74059","1032020207" +"Tartagal","Tartagal","-22.5500","-63.8100","Argentina","AR","ARG","Salta","minor","60819","1032317391" +"Joaquín V. González","Joaquin V. Gonzalez","-25.0833","-64.1834","Argentina","AR","ARG","Salta","minor","13376","1032690861" +"General Guemes","General Guemes","-24.6666","-65.0500","Argentina","AR","ARG","Salta","minor","19828","1032716507" +"Cerrillos","Cerrillos","-24.8996","-65.4833","Argentina","AR","ARG","Salta","minor","11498","1032917216" +"Cafayate","Cafayate","-26.0829","-65.9666","Argentina","AR","ARG","Salta","minor","11785","1032961594" +"San Antonio de los Cobres","San Antonio de los Cobres","-24.1829","-66.3500","Argentina","AR","ARG","Salta","minor","4000","1032191344" +"Alta Gracia","Alta Gracia","-31.6600","-64.4300","Argentina","AR","ARG","Córdoba","minor","40384","1032411567" +"Azul","Azul","-36.7796","-59.8700","Argentina","AR","ARG","Buenos Aires","minor","53941","1032652005" +"Lobos","Lobos","-35.1849","-59.0947","Argentina","AR","ARG","Buenos Aires","minor","18278","1032314483" +"Veinticinco de Mayo","Veinticinco de Mayo","-35.4300","-60.1800","Argentina","AR","ARG","Buenos Aires","minor","24668","1032801782" +"Nueve de Julio","Nueve de Julio","-35.4460","-60.8900","Argentina","AR","ARG","Buenos Aires","minor","34718","1032287957" +"Mercedes","Mercedes","-29.1796","-58.0800","Argentina","AR","ARG","Corrientes","minor","30649","1032972413" +"Mar del Plata","Mar del Plata","-38.0000","-57.5800","Argentina","AR","ARG","Buenos Aires","minor","555897","1032456103" +"Balcarce","Balcarce","-37.8333","-58.2500","Argentina","AR","ARG","Buenos Aires","minor","18967","1032847478" +"Juarez","Juarez","-37.6655","-59.8000","Argentina","AR","ARG","Buenos Aires","minor","10609","1032382110" +"Coronel Suárez","Coronel Suarez","-37.4666","-61.9166","Argentina","AR","ARG","Buenos Aires","minor","27000","1032444981" +"Tandil","Tandil","-37.3200","-59.1500","Argentina","AR","ARG","Buenos Aires","minor","104325","1032075057" +"Carhué","Carhue","-37.1829","-62.7333","Argentina","AR","ARG","Buenos Aires","minor","7190","1032595269" +"Olavarría","Olavarria","-36.9000","-60.3300","Argentina","AR","ARG","Buenos Aires","minor","86320","1032373353" +"Rafaela","Rafaela","-31.2500","-61.5000","Argentina","AR","ARG","Santa Fe","minor","88713","1032181625" +"San Justo","San Justo","-30.7829","-60.5833","Argentina","AR","ARG","Santa Fe","minor","9607","1032734419" +"Rosario","Rosario","-32.9511","-60.6663","Argentina","AR","ARG","Santa Fe","minor","1203000","1032770677" +"Villa Constitución","Villa Constitucion","-33.2300","-60.3500","Argentina","AR","ARG","Santa Fe","minor","44271","1032793574" +"Bahía Blanca","Bahia Blanca","-38.7400","-62.2650","Argentina","AR","ARG","Buenos Aires","minor","281536","1032795766" +"Punta Alta","Punta Alta","-38.8800","-62.0800","Argentina","AR","ARG","Buenos Aires","minor","57209","1032629961" +"Tres Arroyos","Tres Arroyos","-38.3700","-60.2699","Argentina","AR","ARG","Buenos Aires","minor","47136","1032291724" +"Necochea","Necochea","-38.5600","-58.7500","Argentina","AR","ARG","Buenos Aires","minor","80478","1032624527" +"Buenos Aires","Buenos Aires","-34.6025","-58.3975","Argentina","AR","ARG","Buenos Aires, Ciudad Autónoma de","primary","12795000","1032717330" +"Eisenstadt","Eisenstadt","47.8333","16.5333","Austria","AT","AUT","Burgenland","admin","13165","1040751740" +"Innsbruck","Innsbruck","47.2804","11.4100","Austria","AT","AUT","Tirol","admin","155214","1040038924" +"Bregenz","Bregenz","47.5167","9.7667","Austria","AT","AUT","Vorarlberg","admin","26928","1040174258" +"Salzburg","Salzburg","47.8105","13.0400","Austria","AT","AUT","Salzburg","admin","206279","1040312147" +"Linz","Linz","48.3192","14.2888","Austria","AT","AUT","Oberösterreich","admin","349161","1040261171" +"Wiener Neustadt","Wiener Neustadt","47.8160","16.2500","Austria","AT","AUT","Niederösterreich","minor","82762","1040389518" +"Sankt Pölten","Sankt Polten","48.2000","15.6333","Austria","AT","AUT","Niederösterreich","admin","","1040313109" +"Graz","Graz","47.0778","15.4100","Austria","AT","AUT","Steiermark","admin","263234","1040184559" +"Klagenfurt","Klagenfurt","46.6203","14.3100","Austria","AT","AUT","Kärnten","admin","90610","1040149651" +"Vienna","Vienna","48.2000","16.3666","Austria","AT","AUT","Wien","primary","2400000","1040261752" +"Kingoonya","Kingoonya","-30.8996","135.3000","Australia","AU","AUS","South Australia","","50","1036942792" +"Port Denison","Port Denison","-29.2828","114.9166","Australia","AU","AUS","Western Australia","","1213","1036873405" +"Cairns","Cairns","-16.8878","145.7633","Australia","AU","AUS","Queensland","","154225","1036016939" +"Kwinana","Kwinana","-32.2394","115.7702","Australia","AU","AUS","Western Australia","","20086","1036753478" +"Cranbourne","Cranbourne","-38.0996","145.2834","Australia","AU","AUS","Victoria","","460491","1036639986" +"Port Hedland","Port Hedland","-20.3104","118.6060","Australia","AU","AUS","Western Australia","","14288","1036509606" +"Port Lincoln","Port Lincoln","-34.7332","135.8666","Australia","AU","AUS","South Australia","","13630","1036558150" +"Port Macquarie","Port Macquarie","-31.4450","152.9187","Australia","AU","AUS","New South Wales","","48547","1036051032" +"Port Pirie","Port Pirie","-33.1911","137.9900","Australia","AU","AUS","South Australia","","12506","1036571606" +"Portland","Portland","-38.3400","141.5900","Australia","AU","AUS","Victoria","","11808","1036439594" +"Proserpine","Proserpine","-20.4162","148.5835","Australia","AU","AUS","Queensland","","3976","1036150859" +"Busselton","Busselton","-33.6564","115.3487","Australia","AU","AUS","Western Australia","","10214","1036911902" +"Caboolture","Caboolture","-27.0830","152.9500","Australia","AU","AUS","Queensland","","31513","1036273434" +"Cooma","Cooma","-36.2396","149.1200","Australia","AU","AUS","New South Wales","","6520","1036070931" +"Streaky Bay","Streaky Bay","-32.8119","134.2149","Australia","AU","AUS","South Australia","","1060","1036134944" +"Sunbury","Sunbury","-37.5696","144.7100","Australia","AU","AUS","Victoria","","29925","1036519781" +"Sydney","Sydney","-33.9200","151.1852","Australia","AU","AUS","New South Wales","admin","4630000","1036074917" +"Karumba","Karumba","-17.4833","140.8334","Australia","AU","AUS","Queensland","","173","1036926106" +"Esperance","Esperance","-33.8573","121.8889","Australia","AU","AUS","Western Australia","","7888","1036299314" +"Exmouth","Exmouth","-21.9311","114.1233","Australia","AU","AUS","Western Australia","","1085","1036006022" +"Forbes","Forbes","-33.3896","148.0200","Australia","AU","AUS","New South Wales","","4838","1036523834" +"Morawa","Morawa","-29.2163","116.0000","Australia","AU","AUS","Western Australia","","259","1036194388" +"Moree","Moree","-29.4699","149.8301","Australia","AU","AUS","New South Wales","","8203","1036377829" +"Katherine","Katherine","-14.4666","132.2666","Australia","AU","AUS","Northern Territory","","10141","1036323110" +"Katoomba","Katoomba","-33.7069","150.3200","Australia","AU","AUS","New South Wales","","22076","1036674004" +"Launceston","Launceston","-41.4498","147.1302","Australia","AU","AUS","Tasmania","","72458","1036170383" +"Laverton","Laverton","-28.6270","122.4040","Australia","AU","AUS","Western Australia","","316","1036624366" +"Leeton","Leeton","-34.5449","146.3973","Australia","AU","AUS","New South Wales","","7299","1036102538" +"Leonara","Leonara","-28.8815","121.3280","Australia","AU","AUS","Western Australia","","227","1036140404" +"Seymour","Seymour","-37.0342","145.1273","Australia","AU","AUS","Victoria","","3693","1036919223" +"Singleton","Singleton","-32.5695","151.1600","Australia","AU","AUS","New South Wales","","13813","1036947514" +"Newcastle","Newcastle","-32.8453","151.8150","Australia","AU","AUS","New South Wales","","1134616","1036468001" +"Norseman","Norseman","-32.2000","121.7666","Australia","AU","AUS","Western Australia","","1004","1036257263" +"Batemans Bay","Batemans Bay","-35.6896","150.2073","Australia","AU","AUS","New South Wales","","10557","1036272805" +"Bathurst","Bathurst","-33.4196","149.5700","Australia","AU","AUS","New South Wales","","6111","1036446465" +"Griffith","Griffith","-34.2900","146.0400","Australia","AU","AUS","New South Wales","","15455","1036563313" +"Whyalla","Whyalla","-33.0250","137.5614","Australia","AU","AUS","South Australia","","22559","1036961366" +"Wilcannia","Wilcannia","-31.5662","143.3833","Australia","AU","AUS","New South Wales","","442","1036134474" +"Katanning","Katanning","-33.6996","117.5501","Australia","AU","AUS","Western Australia","","3934","1036411379" +"Bongaree","Bongaree","-27.0787","153.1509","Australia","AU","AUS","Queensland","","13649","1036269345" +"Bordertown","Bordertown","-36.3162","140.7666","Australia","AU","AUS","South Australia","","2583","1036115980" +"Boulia","Boulia","-22.8996","139.9000","Australia","AU","AUS","Queensland","","600","1036512474" +"Bourke","Bourke","-30.1000","145.9333","Australia","AU","AUS","New South Wales","","2475","1036074667" +"Mackay","Mackay","-21.1439","149.1500","Australia","AU","AUS","Queensland","","75922","1036507374" +"Southern Cross","Southern Cross","-31.2161","119.3167","Australia","AU","AUS","Western Australia","","187","1036931490" +"Ulladulla","Ulladulla","-35.3495","150.4700","Australia","AU","AUS","New South Wales","","9250","1036687220" +"Victor Harbor","Victor Harbor","-35.5596","138.6173","Australia","AU","AUS","South Australia","","7760","1036536547" +"Andamooka","Andamooka","-30.4310","137.1656","Australia","AU","AUS","South Australia","","528","1036260794" +"Hervey Bay","Hervey Bay","-25.2887","152.8409","Australia","AU","AUS","Queensland","","25114","1036833938" +"Gunnedah","Gunnedah","-30.9870","150.2623","Australia","AU","AUS","New South Wales","","7148","1036500021" +"Gympie","Gympie","-26.1886","152.6709","Australia","AU","AUS","Queensland","","11649","1036391013" +"Halls Creek","Halls Creek","-18.2667","127.7667","Australia","AU","AUS","Western Australia","","1209","1036444511" +"Hamilton","Hamilton","-37.7312","142.0234","Australia","AU","AUS","Victoria","","8869","1036699883" +"Winton","Winton","-22.3996","143.0333","Australia","AU","AUS","Queensland","","1157","1036031036" +"Mudgee","Mudgee","-32.5896","149.5801","Australia","AU","AUS","New South Wales","","5391","1036213564" +"Ivanhoe","Ivanhoe","-32.8996","144.3000","Australia","AU","AUS","New South Wales","","265","1036571526" +"Pannawonica","Pannawonica","-21.6366","116.3250","Australia","AU","AUS","Western Australia","","686","1036914573" +"Dubbo","Dubbo","-32.2600","148.5973","Australia","AU","AUS","New South Wales","","31574","1036855042" +"Tom Price","Tom Price","-22.6935","117.7931","Australia","AU","AUS","Western Australia","","2723","1036464109" +"Parkes","Parkes","-33.1296","148.1700","Australia","AU","AUS","New South Wales","","11137","1036977270" +"Sale","Sale","-38.1096","147.0600","Australia","AU","AUS","Victoria","","22486","1036960753" +"Bendigo","Bendigo","-36.7600","144.2800","Australia","AU","AUS","Victoria","","81657","1036537913" +"Berri","Berri","-34.2829","140.6000","Australia","AU","AUS","South Australia","","4716","1036554717" +"Adelaide","Adelaide","-34.9350","138.6000","Australia","AU","AUS","South Australia","admin","1145000","1036538171" +"Adelaide River","Adelaide River","-13.2495","131.1000","Australia","AU","AUS","Northern Territory","","237","1036136750" +"Albany","Albany","-35.0169","117.8916","Australia","AU","AUS","Western Australia","","26445","1036047365" +"Burketown","Burketown","-17.7161","139.5666","Australia","AU","AUS","Queensland","","200","1036956849" +"Burnie","Burnie","-41.0666","145.9167","Australia","AU","AUS","Tasmania","","19972","1036394657" +"Penola","Penola","-37.3830","140.8167","Australia","AU","AUS","South Australia","","1514","1036121853" +"Perth","Perth","-31.9550","115.8400","Australia","AU","AUS","Western Australia","admin","1532000","1036178956" +"Peterborough","Peterborough","-32.9662","138.8333","Australia","AU","AUS","South Australia","","1689","1036104272" +"Scone","Scone","-32.0796","150.8501","Australia","AU","AUS","New South Wales","","4624","1036918224" +"Scottsdale","Scottsdale","-41.1495","147.5167","Australia","AU","AUS","Tasmania","","2468","1036807079" +"Narrabri","Narrabri","-30.3319","149.7874","Australia","AU","AUS","New South Wales","","7082","1036714493" +"Narrogin","Narrogin","-32.9329","117.1666","Australia","AU","AUS","Western Australia","","4238","1036221961" +"Townsville","Townsville","-19.2500","146.7700","Australia","AU","AUS","Queensland","","138954","1036500020" +"Traralgon","Traralgon","-38.1996","146.5300","Australia","AU","AUS","Victoria","","18226","1036938861" +"Central Coast","Central Coast","-33.4200","151.3000","Australia","AU","AUS","New South Wales","","3026","1036067845" +"Broome","Broome","-17.9618","122.2308","Australia","AU","AUS","Western Australia","","13218","1036047905" +"Bunbury","Bunbury","-33.3443","115.6502","Australia","AU","AUS","Western Australia","","26998","1036561011" +"Wyndham","Wyndham","-15.3740","128.3601","Australia","AU","AUS","Western Australia","","800","1036474435" +"Yamba","Yamba","-29.4230","153.3533","Australia","AU","AUS","New South Wales","","1806","1036259324" +"Tumby Bay","Tumby Bay","-34.3829","136.0833","Australia","AU","AUS","South Australia","","1791","1036529327" +"Forster-Tuncurry","Forster-Tuncurry","-32.1931","152.5266","Australia","AU","AUS","New South Wales","","17591","1036846186" +"Bundaberg","Bundaberg","-24.8791","152.3509","Australia","AU","AUS","Queensland","","52472","1036377333" +"Yulara","Yulara","-25.2405","130.9889","Australia","AU","AUS","Northern Territory","","930","1036245584" +"Richmond","Richmond","-33.5995","150.7400","Australia","AU","AUS","New South Wales","","13880","1036934091" +"Richmond","Richmond","-20.7163","143.1333","Australia","AU","AUS","Queensland","","296","1036156498" +"Rockhampton","Rockhampton","-23.3639","150.5200","Australia","AU","AUS","Queensland","","65850","1036768986" +"Roebourne","Roebourne","-20.7829","117.1333","Australia","AU","AUS","Western Australia","","19260","1036752479" +"Roma","Roma","-26.5594","148.7907","Australia","AU","AUS","Queensland","","5496","1036698836" +"Cloncurry","Cloncurry","-20.7000","140.5000","Australia","AU","AUS","Queensland","","1202","1036672657" +"Cobram","Cobram","-35.9196","145.6500","Australia","AU","AUS","Victoria","","4659","1036438159" +"Coffs Harbour","Coffs Harbour","-30.3071","153.1123","Australia","AU","AUS","New South Wales","","62978","1036320442" +"Colac","Colac","-38.3395","143.5800","Australia","AU","AUS","Victoria","","9089","1036633113" +"Alice Springs","Alice Springs","-23.7010","133.8800","Australia","AU","AUS","Northern Territory","","27710","1036830397" +"Ararat","Ararat","-37.2795","142.9100","Australia","AU","AUS","Victoria","","6110","1036674088" +"Carnarvon","Carnarvon","-24.8998","113.6501","Australia","AU","AUS","Western Australia","","7392","1036344209" +"Ceduna","Ceduna","-32.0991","133.6623","Australia","AU","AUS","South Australia","","1586","1036725988" +"Charleville","Charleville","-26.4000","146.2500","Australia","AU","AUS","Queensland","","1900","1036575498" +"Charters Towers","Charters Towers","-20.0809","146.2587","Australia","AU","AUS","Queensland","","9573","1036733088" +"Kalbarri","Kalbarri","-27.6662","114.1667","Australia","AU","AUS","Western Australia","","1537","1036429141" +"Kununurra","Kununurra","-15.7666","128.7333","Australia","AU","AUS","Western Australia","","5679","1036556231" +"Dalby","Dalby","-27.1939","151.2657","Australia","AU","AUS","Queensland","","9847","1036053707" +"Lithgow","Lithgow","-33.4961","150.1528","Australia","AU","AUS","New South Wales","","11128","1036591538" +"Manjimup","Manjimup","-34.2333","116.1500","Australia","AU","AUS","Western Australia","","4240","1036022434" +"Maitland","Maitland","-32.7210","151.5550","Australia","AU","AUS","New South Wales","","18625","1036034945" +"Mandurah","Mandurah","-32.5235","115.7471","Australia","AU","AUS","Western Australia","","73356","1036773118" +"Karratha","Karratha","-20.7304","116.8700","Australia","AU","AUS","Western Australia","","16796","1036951388" +"Gawler","Gawler","-34.6074","138.7264","Australia","AU","AUS","South Australia","","16362","1036309493" +"Geelong","Geelong","-38.1675","144.3956","Australia","AU","AUS","Victoria","","160991","1036870987" +"Georgetown","Georgetown","-18.3000","143.5333","Australia","AU","AUS","Queensland","","818","1036412066" +"Geraldton","Geraldton","-28.7666","114.6000","Australia","AU","AUS","Western Australia","","27258","1036811875" +"Maryborough","Maryborough","-37.0496","143.7300","Australia","AU","AUS","Victoria","","7046","1036781601" +"Maryborough","Maryborough","-25.5491","152.7209","Australia","AU","AUS","Queensland","","20678","1036205623" +"McMinns Lagoon","McMinns Lagoon","-12.5329","131.0500","Australia","AU","AUS","Northern Territory","","5025","1036673821" +"Toowoomba","Toowoomba","-27.5645","151.9555","Australia","AU","AUS","Queensland","","92800","1036765315" +"Onslow","Onslow","-21.6576","115.0963","Australia","AU","AUS","Western Australia","","573","1036255184" +"Orange","Orange","-33.2800","149.1000","Australia","AU","AUS","New South Wales","","39329","1036760396" +"Stawell","Stawell","-37.0596","142.7600","Australia","AU","AUS","Victoria","","6991","1036073093" +"Echuca","Echuca","-36.1296","144.7500","Australia","AU","AUS","Victoria","","19457","1036292989" +"Eidsvold","Eidsvold","-25.3662","151.1333","Australia","AU","AUS","Queensland","","459","1036235197" +"Emerald","Emerald","-23.5122","148.1673","Australia","AU","AUS","Queensland","","9398","1036124660" +"Tamworth","Tamworth","-31.1026","150.9171","Australia","AU","AUS","New South Wales","","38551","1036233388" +"Taree","Taree","-31.8976","152.4618","Australia","AU","AUS","New South Wales","","44182","1036855717" +"Ballarat","Ballarat","-37.5596","143.8400","Australia","AU","AUS","Victoria","","85109","1036567186" +"Ballina","Ballina","-28.8614","153.5680","Australia","AU","AUS","New South Wales","","14242","1036040102" +"Barcaldine","Barcaldine","-23.5662","145.2834","Australia","AU","AUS","Queensland","","1068","1036284609" +"Mount Barker","Mount Barker","-34.6328","117.6666","Australia","AU","AUS","Western Australia","","1781","1036651498" +"Mount Gambier","Mount Gambier","-37.8313","140.7650","Australia","AU","AUS","South Australia","","23209","1036932780" +"Mount Isa","Mount Isa","-20.7239","139.4900","Australia","AU","AUS","Queensland","","33200","1036386100" +"Mount Magnet","Mount Magnet","-28.0662","117.8167","Australia","AU","AUS","Western Australia","","424","1036327720" +"Kempsey","Kempsey","-31.0874","152.8220","Australia","AU","AUS","New South Wales","","11840","1036897003" +"Queanbeyan","Queanbeyan","-35.3546","149.2113","Australia","AU","AUS","New South Wales","","32602","1036846465" +"Queenstown","Queenstown","-42.0829","145.5500","Australia","AU","AUS","Tasmania","","2352","1036082142" +"Quilpie","Quilpie","-26.6166","144.2500","Australia","AU","AUS","Queensland","","560","1036696232" +"Ravensthorpe","Ravensthorpe","-33.5829","120.0333","Australia","AU","AUS","Western Australia","","1101","1036878618" +"Warrnambool","Warrnambool","-38.3800","142.4700","Australia","AU","AUS","Victoria","","29928","1036291219" +"Warwick","Warwick","-28.2292","152.0203","Australia","AU","AUS","Queensland","","12347","1036412726" +"Weipa","Weipa","-12.6666","141.8666","Australia","AU","AUS","Queensland","","2830","1036501067" +"Ouyen","Ouyen","-35.0662","142.3167","Australia","AU","AUS","Victoria","","1400","1036764173" +"Wollongong","Wollongong","-34.4154","150.8900","Australia","AU","AUS","New South Wales","","260914","1036502269" +"Wonthaggi","Wonthaggi","-38.6095","145.5900","Australia","AU","AUS","Victoria","","5985","1036415078" +"Kiama","Kiama","-34.7096","150.8400","Australia","AU","AUS","New South Wales","","10379","1036754695" +"Kimba","Kimba","-33.1496","136.4334","Australia","AU","AUS","South Australia","","636","1036035341" +"Kingaroy","Kingaroy","-26.5390","151.8406","Australia","AU","AUS","Queensland","","8573","1036463308" +"Pine Creek","Pine Creek","-13.8162","131.8167","Australia","AU","AUS","Northern Territory","","665","1036858004" +"Hobart","Hobart","-42.8500","147.2950","Australia","AU","AUS","Tasmania","admin","80870","1036679838" +"Darwin","Darwin","-12.4254","130.8500","Australia","AU","AUS","Northern Territory","admin","93080","1036497565" +"Gingin","Gingin","-31.3496","115.9000","Australia","AU","AUS","Western Australia","","1446","1036686561" +"Meekatharra","Meekatharra","-26.6000","118.4833","Australia","AU","AUS","Western Australia","","654","1036608457" +"Melbourne","Melbourne","-37.8200","144.9750","Australia","AU","AUS","Victoria","admin","4170000","1036533631" +"Woomera","Woomera","-31.1496","136.8000","Australia","AU","AUS","South Australia","","450","1036392822" +"Moranbah","Moranbah","-22.0016","148.0380","Australia","AU","AUS","Queensland","","10000","1036916453" +"Port Augusta","Port Augusta","-32.4900","137.7700","Australia","AU","AUS","South Australia","","13897","1036945368" +"Port Douglas","Port Douglas","-16.4846","145.4587","Australia","AU","AUS","Queensland","","3000","1036053723" +"Gladstone","Gladstone","-23.8533","151.2467","Australia","AU","AUS","Queensland","","30489","1036070755" +"Gold Coast","Gold Coast","-28.0815","153.4482","Australia","AU","AUS","Queensland","","527660","1036153217" +"Horsham","Horsham","-36.7096","142.1900","Australia","AU","AUS","Victoria","","12830","1036654340" +"Hughenden","Hughenden","-20.8500","144.2000","Australia","AU","AUS","Queensland","","421","1036738932" +"Northam","Northam","-31.6566","116.6534","Australia","AU","AUS","Western Australia","","5855","1036868267" +"Nowra","Nowra","-34.8828","150.6000","Australia","AU","AUS","New South Wales","","94781","1036984536" +"Shepparton","Shepparton","-36.3746","145.3914","Australia","AU","AUS","Victoria","","33550","1036030548" +"Yeppoon","Yeppoon","-23.1329","150.7567","Australia","AU","AUS","Queensland","","10769","1036180170" +"Young","Young","-34.3096","148.2900","Australia","AU","AUS","New South Wales","","7501","1036073044" +"Caloundra","Caloundra","-26.8000","153.1333","Australia","AU","AUS","Queensland","","38706","1036266942" +"Ingham","Ingham","-18.6496","146.1666","Australia","AU","AUS","Queensland","","6127","1036238542" +"Innisfail","Innisfail","-17.5313","146.0387","Australia","AU","AUS","Queensland","","10143","1036930229" +"Inverell","Inverell","-29.7668","151.1126","Australia","AU","AUS","New South Wales","","8561","1036652902" +"Kingston","Kingston","-42.9911","147.3084","Australia","AU","AUS","Tasmania","","14371","1036297213" +"Kingston South East","Kingston South East","-36.8328","139.8501","Australia","AU","AUS","South Australia","","206","1036261175" +"Clare","Clare","-33.8329","138.6000","Australia","AU","AUS","South Australia","","3061","1036842122" +"Bowen","Bowen","-20.0013","148.2087","Australia","AU","AUS","Queensland","","10983","1036979225" +"Melton","Melton","-37.6895","144.5700","Australia","AU","AUS","Victoria","","32368","1036007778" +"Meningie","Meningie","-35.6995","139.3333","Australia","AU","AUS","South Australia","","1501","1036445634" +"Merimbula","Merimbula","-36.8996","149.9000","Australia","AU","AUS","New South Wales","","6367","1036933197" +"Merredin","Merredin","-31.4828","118.2667","Australia","AU","AUS","Western Australia","","2668","1036578320" +"Mildura","Mildura","-34.1850","142.1514","Australia","AU","AUS","Victoria","","47867","1036624348" +"Thargomindah","Thargomindah","-28.0000","143.8167","Australia","AU","AUS","Queensland","","203","1036793708" +"Theodore","Theodore","-24.9495","150.0833","Australia","AU","AUS","Queensland","","246","1036423364" +"Three Springs","Three Springs","-29.5333","115.7500","Australia","AU","AUS","Western Australia","","190","1036669084" +"Oatlands","Oatlands","-42.2996","147.3666","Australia","AU","AUS","Tasmania","","1157","1036926323" +"Wagin","Wagin","-33.2996","117.3500","Australia","AU","AUS","Western Australia","","1598","1036851354" +"Armidale","Armidale","-30.5123","151.6675","Australia","AU","AUS","New South Wales","","22673","1036975829" +"Atherton","Atherton","-17.2703","145.4694","Australia","AU","AUS","Queensland","","6959","1036456869" +"Ayr","Ayr","-19.5702","147.3995","Australia","AU","AUS","Queensland","","9078","1036228772" +"Bairnsdale","Bairnsdale","-37.8296","147.6100","Australia","AU","AUS","Victoria","","11005","1036432237" +"Camooweal","Camooweal","-19.9167","138.1167","Australia","AU","AUS","Queensland","","187","1036815011" +"Canberra","Canberra","-35.2830","149.1290","Australia","AU","AUS","Australian Capital Territory","primary","327700","1036142029" +"Longreach","Longreach","-23.4496","144.2500","Australia","AU","AUS","Queensland","","2894","1036622618" +"Brisbane","Brisbane","-27.4550","153.0351","Australia","AU","AUS","Queensland","admin","1860000","1036192929" +"Devonport","Devonport","-41.1927","146.3311","Australia","AU","AUS","Tasmania","","19317","1036033175" +"Wallaroo","Wallaroo","-33.9329","137.6333","Australia","AU","AUS","South Australia","","2779","1036743246" +"Wangaratta","Wangaratta","-36.3600","146.3000","Australia","AU","AUS","Victoria","","14022","1036395326" +"Cowell","Cowell","-33.6829","136.9166","Australia","AU","AUS","South Australia","","537","1036921929" +"Cowra","Cowra","-33.8296","148.6800","Australia","AU","AUS","New South Wales","","6795","1036204877" +"Goondiwindi","Goondiwindi","-28.5548","150.3253","Australia","AU","AUS","Queensland","","4251","1036452066" +"Goulburn","Goulburn","-34.7496","149.7102","Australia","AU","AUS","New South Wales","","20940","1036347537" +"Grafton","Grafton","-29.7120","152.9377","Australia","AU","AUS","New South Wales","","9955","1036615468" +"Murray Bridge","Murray Bridge","-35.1296","139.2600","Australia","AU","AUS","South Australia","","18194","1036345943" +"Muswellbrook","Muswellbrook","-32.2696","150.8900","Australia","AU","AUS","New South Wales","","11630","1036253543" +"Windorah","Windorah","-25.4332","142.6502","Australia","AU","AUS","Queensland","","158","1036272226" +"Bedourie","Bedourie","-24.3496","139.4666","Australia","AU","AUS","Queensland","","142","1036680924" +"Newman","Newman","-23.3666","119.7333","Australia","AU","AUS","Western Australia","","5138","1036587511" +"Birdsville","Birdsville","-25.8996","139.3666","Australia","AU","AUS","Queensland","","283","1036830335" +"Kalgoorlie","Kalgoorlie","-30.7354","121.4600","Australia","AU","AUS","Western Australia","","36852","1036087904" +"Biloela","Biloela","-24.3936","150.4961","Australia","AU","AUS","Queensland","","6309","1036014905" +"Smithton","Smithton","-40.8329","145.1167","Australia","AU","AUS","Tasmania","","4202","1036207188" +"Bicheno","Bicheno","-41.8784","148.2886","Australia","AU","AUS","Tasmania","","177","1036189642" +"Deniliquin","Deniliquin","-35.5296","144.9500","Australia","AU","AUS","New South Wales","","8024","1036325219" +"Broken Hill","Broken Hill","-31.9500","141.4331","Australia","AU","AUS","New South Wales","","17395","1036216956" +"Swan Hill","Swan Hill","-35.3396","143.5400","Australia","AU","AUS","Victoria","","9276","1036220501" +"Albury","Albury","-36.0600","146.9200","Australia","AU","AUS","New South Wales","","104258","1036076542" +"Wagga Wagga","Wagga Wagga","-35.1222","147.3400","Australia","AU","AUS","New South Wales","","55381","1036273188" +"Tumut","Tumut","-35.3096","148.2200","Australia","AU","AUS","New South Wales","","6526","1036777587" +"Lismore","Lismore","-28.8167","153.2931","Australia","AU","AUS","New South Wales","","31430","1036024174" +"Byron Bay","Byron Bay","-28.6565","153.6129","Australia","AU","AUS","New South Wales","","6764","1036606974" +"Tweed Heads","Tweed Heads","-28.1826","153.5466","Australia","AU","AUS","New South Wales","","33065","1036571941" +"Oranjestad","Oranjestad","12.5304","-70.0290","Aruba","AW","ABW","","primary","68775","1533513057" +"Baku","Baku","40.3953","49.8622","Azerbaijan","AZ","AZE","Bakı","primary","2122300","1031946365" +"Goranboy","Goranboy","40.6103","46.7897","Azerbaijan","AZ","AZE","Goranboy","admin","7333","1031383465" +"Saki","Saki","41.1923","47.1705","Azerbaijan","AZ","AZE","Şəki","admin","64968","1031619846" +"Füzuli","Fuzuli","39.6009","47.1453","Azerbaijan","AZ","AZE","Füzuli","admin","","1031872322" +"Lankaran","Lankaran","38.7540","48.8511","Azerbaijan","AZ","AZE","Lənkəran","admin","60180","1031218031" +"Xocalı","Xocali","39.9130","46.7903","Azerbaijan","AZ","AZE","Xocalı","admin","","1031237556" +"Ağdam","Agdam","39.9910","46.9274","Azerbaijan","AZ","AZE","Ağdam","admin","","1031176858" +"Astara","Astara","38.4560","48.8750","Azerbaijan","AZ","AZE","Astara","admin","","1031376971" +"Cəbrayıl","Cabrayil","39.3992","47.0283","Azerbaijan","AZ","AZE","Cəbrayıl","admin","","1031379235" +"Beyləqan","Beylaqan","39.7756","47.6186","Azerbaijan","AZ","AZE","Beyləqan","admin","","1031681050" +"Masallı","Masalli","39.0278","48.6703","Azerbaijan","AZ","AZE","Masallı","admin","","1031126416" +"Biləsuvar","Bilasuvar","39.4583","48.5450","Azerbaijan","AZ","AZE","Biləsuvar","admin","","1031149283" +"Cəlilabad","Calilabad","39.2096","48.4919","Azerbaijan","AZ","AZE","Cəlilabad","admin","","1031242117" +"Dəvəçi","Davaci","41.2012","48.9871","Azerbaijan","AZ","AZE","Şabran","admin","","1031053363" +"Ağsu","Agsu","40.5692","48.3965","Azerbaijan","AZ","AZE","Ağsu","admin","","1031748204" +"Yevlax","Yevlax","40.6172","47.1500","Azerbaijan","AZ","AZE","Yevlax","admin","53716","1031581655" +"Mingəçevir","Mingacevir","40.7639","47.0595","Azerbaijan","AZ","AZE","Mingəçevir","admin","","1031509213" +"Ganca","Ganca","40.6850","46.3500","Azerbaijan","AZ","AZE","Gəncə","admin","303268","1031197327" +"Sumqayt","Sumqayt","40.5800","49.6300","Azerbaijan","AZ","AZE","Sumqayıt","admin","279159","1031630283" +"Xaçmaz","Xacmaz","41.4643","48.8057","Azerbaijan","AZ","AZE","Xaçmaz","admin","","1031335433" +"İmişli","Imisli","39.8724","48.0649","Azerbaijan","AZ","AZE","İmişli","admin","","1031686599" +"Saatlı","Saatli","39.9321","48.3689","Azerbaijan","AZ","AZE","Saatlı","admin","","1031713436" +"Laçın","Lacin","39.6434","46.5462","Azerbaijan","AZ","AZE","Laçın","admin","","1031245091" +"Şərur","Sarur","39.5544","44.9826","Azerbaijan","AZ","AZE","Şərur","admin","","1031386825" +"Qubadlı","Qubadli","39.3444","46.5818","Azerbaijan","AZ","AZE","Qubadlı","admin","","1031526251" +"Heydərabad","Heydarabad","39.7229","44.8485","Azerbaijan","AZ","AZE","Sədərək","admin","","1031540160" +"Yardımlı","Yardimli","38.9077","48.2405","Azerbaijan","AZ","AZE","Yardımlı","admin","","1031745676" +"Şahbuz","Sahbuz","39.4072","45.5739","Azerbaijan","AZ","AZE","Şahbuz","admin","","1031323095" +"Qıvraq","Qivraq","39.3994","45.1151","Azerbaijan","AZ","AZE","Kəngərli","admin","","1031050255" +"Ordubad","Ordubad","38.9096","46.0227","Azerbaijan","AZ","AZE","Ordubad","admin","","1031853196" +"Goycay","Goycay","40.6534","47.7406","Azerbaijan","AZ","AZE","Göyçay","admin","35348","1031227222" +"Ağdaş","Agdas","40.6470","47.4738","Azerbaijan","AZ","AZE","Ağdaş","admin","","1031916654" +"Naftalan","Naftalan","40.5082","46.8203","Azerbaijan","AZ","AZE","Naftalan","admin","","1031441683" +"Naxcivan","Naxcivan","39.2092","45.4122","Azerbaijan","AZ","AZE","Naxçıvan","admin","94788","1031943755" +"Göygöl","Goygol","40.5858","46.3189","Azerbaijan","AZ","AZE","Göygöl","admin","","1031823379" +"Hacıqabul","Haciqabul","40.0387","48.9429","Azerbaijan","AZ","AZE","Hacıqabul","admin","","1031015845" +"Kürdəmir","Kurdamir","40.3453","48.1508","Azerbaijan","AZ","AZE","Kürdəmir","admin","","1031160110" +"Qobustan","Qobustan","40.5336","48.9282","Azerbaijan","AZ","AZE","Qobustan","admin","","1031385198" +"Bərdə","Barda","40.3758","47.1262","Azerbaijan","AZ","AZE","Bərdə","admin","","1031495701" +"Lerik","Lerik","38.7739","48.4150","Azerbaijan","AZ","AZE","Lerik","admin","","1031887331" +"Stepanakert","Stepanakert","39.8156","46.7520","Azerbaijan","AZ","AZE","Xankəndi","","57473","1031053512" +"Şuşa","Susa","39.7601","46.7499","Azerbaijan","AZ","AZE","Şuşa","admin","","1031808614" +"Daşkəsən","Daskasan","40.5239","46.0819","Azerbaijan","AZ","AZE","Daşkəsən","admin","","1031479797" 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+"Şəmkir","Samkir","40.8297","46.0178","Azerbaijan","AZ","AZE","Şəmkir","admin","","1031776445" +"Zaqatala","Zaqatala","41.6316","46.6448","Azerbaijan","AZ","AZE","Zaqatala","admin","","1031500858" +"Qabala","Qabala","40.9814","47.8458","Azerbaijan","AZ","AZE","","","11867","1031242200" +"Kapan","Kapan","39.2015","46.4150","Azerbaijan","AZ","AZE","Qubadlı","","42288","1031867232" +"Zəngilan","Zangilan","39.0837","46.6599","Azerbaijan","AZ","AZE","Zəngilan","admin","","1031045218" +"Tərtər","Tartar","40.3420","46.9316","Azerbaijan","AZ","AZE","Tərtər","admin","","1031622673" +"Siyəzən","Siyazan","41.0781","49.1156","Azerbaijan","AZ","AZE","Siyəzən","admin","","1031277547" +"Zərdab","Zardab","40.2182","47.7103","Azerbaijan","AZ","AZE","Zərdab","admin","","1031852579" +"Xızı","Xizi","40.9085","49.0748","Azerbaijan","AZ","AZE","Xızı","admin","","1031409125" +"Ucar","Ucar","40.5121","47.6519","Azerbaijan","AZ","AZE","Ucar","admin","","1031822434" +"Xocavənd","Xocavand","39.7950","47.1117","Azerbaijan","AZ","AZE","Xocavənd","admin","","1031454735" +"Sarajevo","Sarajevo","43.8500","18.3830","Bosnia And Herzegovina","BA","BIH","Bosnia and Herzegovina, Federation of","primary","696731","1070966777" +"Banja Luka","Banja Luka","44.7804","17.1800","Bosnia And Herzegovina","BA","BIH","Srpska, Republika","admin","221738","1070859064" +"Brčko","Brcko","44.8700","18.8101","Bosnia And Herzegovina","BA","BIH","Brcko District","admin","","1070370826" +"Tuzla","Tuzla","44.5505","18.6800","Bosnia And Herzegovina","BA","BIH","Bosnia and Herzegovina, Federation of","minor","144334","1070117835" +"Zenica","Zenica","44.2200","17.9200","Bosnia And Herzegovina","BA","BIH","Bosnia and Herzegovina, Federation of","minor","164423","1070047832" +"Mostar","Mostar","43.3505","17.8200","Bosnia And Herzegovina","BA","BIH","Bosnia and Herzegovina, Federation of","minor","163067","1070000220" +"Prijedor","Prijedor","44.9804","16.7000","Bosnia And Herzegovina","BA","BIH","Srpska, Republika","minor","104858","1070565353" +"Bridgetown","Bridgetown","13.1020","-59.6165","Barbados","BB","BRB","Saint Michael","primary","191152","1052274244" +"Dhaka","Dhaka","23.7231","90.4086","Bangladesh","BD","BGD","Dhaka","primary","12797394","1050529279" +"Narayanganj","Narayanganj","23.6204","90.5000","Bangladesh","BD","BGD","Dhaka","","223622","1050424421" +"Khulna","Khulna","22.8400","89.5600","Bangladesh","BD","BGD","Khulna","admin","1553000","1050667339" +"Jessore","Jessore","23.1704","89.2000","Bangladesh","BD","BGD","Khulna","","243987","1050244487" +"Sylhet","Sylhet","24.9036","91.8736","Bangladesh","BD","BGD","Sylhet","admin","237000","1050646703" +"Chittagong","Chittagong","22.3300","91.8000","Bangladesh","BD","BGD","Chittagong","admin","4529000","1050830722" +"Barisal","Barisal","22.7004","90.3750","Bangladesh","BD","BGD","Barisāl","admin","202242","1050297281" +"Comilla","Comilla","23.4704","91.1700","Bangladesh","BD","BGD","Chittagong","","389411","1050609330" +"Rajshahi","Rajshahi","24.3750","88.6050","Bangladesh","BD","BGD","Rājshāhi","admin","810000","1050547831" +"Pabna","Pabna","24.0004","89.2500","Bangladesh","BD","BGD","","","137888","1050424286" +"Saidpur","Saidpur","25.8004","89.0000","Bangladesh","BD","BGD","Rangpur","","232209","1050512022" +"Tangail","Tangail","24.2500","89.9200","Bangladesh","BD","BGD","Dhaka","","180144","1050628940" +"Nawabganj","Nawabganj","24.5804","88.3500","Bangladesh","BD","BGD","Rājshāhi","","142361","1050253103" +"Jamalpur","Jamalpur","24.9004","89.9500","Bangladesh","BD","BGD","Mymensingh","","167900","1050233680" +"Rangpur","Rangpur","25.7500","89.2800","Bangladesh","BD","BGD","Rangpur","admin","285564","1050667437" +"Mymensingh","Mymensingh","24.7504","90.3800","Bangladesh","BD","BGD","Mymensingh","admin","330126","1050399881" +"Brussels","Brussels","50.8333","4.3333","Belgium","BE","BEL","Brussels-Capital Region","primary","1743000","1056469830" +"Arlon","Arlon","49.6833","5.8167","Belgium","BE","BEL","Wallonia","minor","26179","1056746428" +"Antwerpen","Antwerpen","51.2204","4.4150","Belgium","BE","BEL","Flanders","minor","920000","1056168623" +"Liège","Liege","50.6300","5.5800","Belgium","BE","BEL","Wallonia","minor","749110","1056513284" +"Hasselt","Hasselt","50.9640","5.4840","Belgium","BE","BEL","Flanders","minor","69222","1056617022" +"Mons","Mons","50.4460","3.9390","Belgium","BE","BEL","Wallonia","minor","91277","1056836704" +"Gent","Gent","51.0300","3.7000","Belgium","BE","BEL","Flanders","minor","444336","1056062897" +"Namur","Namur","50.4704","4.8700","Belgium","BE","BEL","Wallonia","admin","106284","1056954156" +"Charleroi","Charleroi","50.4204","4.4500","Belgium","BE","BEL","Wallonia","minor","345367","1056263311" +"Brugge","Brugge","51.2204","3.2300","Belgium","BE","BEL","Flanders","minor","146469","1056953902" +"Banfora","Banfora","10.6304","-4.7600","Burkina Faso","BF","BFA","Cascades","admin","60288","1854763822" +"Tougan","Tougan","13.0690","-3.0700","Burkina Faso","BF","BFA","Boucle du Mouhoun","minor","17590","1854407539" +"Pô","Po","11.1690","-1.1350","Burkina Faso","BF","BFA","Centre-Sud","minor","17924","1854979912" +"Bobo Dioulasso","Bobo Dioulasso","11.1800","-4.2900","Burkina Faso","BF","BFA","Hauts-Bassins","admin","360106","1854348796" +"Tenkodogo","Tenkodogo","11.7804","-0.3697","Burkina Faso","BF","BFA","Centre-Est","admin","38108","1854646157" +"Diapaga","Diapaga","12.0770","1.7960","Burkina Faso","BF","BFA","Est","minor","26013","1854687079" +"Sebba","Sebba","13.4364","0.5304","Burkina Faso","BF","BFA","Sahel","minor","3273","1854960093" +"Ouahigouya","Ouahigouya","13.5704","-2.4200","Burkina Faso","BF","BFA","Nord","admin","79504","1854011699" +"Kaya","Kaya","13.0904","-1.0900","Burkina Faso","BF","BFA","Centre-Nord","admin","40017","1854170035" +"Gaoua","Gaoua","10.2992","-3.2508","Burkina Faso","BF","BFA","Sud-Ouest","admin","","1854285570" +"Manga","Manga","11.6620","-1.0650","Burkina Faso","BF","BFA","Centre-Sud","admin","15173","1854485968" +"Sapouy","Sapouy","11.5544","-1.7736","Burkina Faso","BF","BFA","Centre-Ouest","minor","3837","1854971695" +"Ouagadougou","Ouagadougou","12.3703","-1.5247","Burkina Faso","BF","BFA","Centre","primary","1149000","1854029208" +"Orodara","Orodara","10.9740","-4.9080","Burkina Faso","BF","BFA","Hauts-Bassins","","18632","1854573815" +"Bogandé","Bogande","12.9690","-0.1380","Burkina Faso","BF","BFA","Est","minor","9854","1854811035" +"Ziniaré","Ziniare","12.5770","-1.2930","Burkina Faso","BF","BFA","Plateau-Central","admin","12703","1854052758" +"Fada Ngourma","Fada Ngourma","12.0550","0.3610","Burkina Faso","BF","BFA","Est","admin","33910","1854057074" +"Leo","Leo","11.0940","-2.0980","Burkina Faso","BF","BFA","Centre-Ouest","minor","26884","1854225723" +"Diébougou","Diebougou","10.9520","-3.2480","Burkina Faso","BF","BFA","Sud-Ouest","minor","12732","1854858995" +"Gaoua","Gaoua","10.3250","-3.1740","Burkina Faso","BF","BFA","Sud-Ouest","","28023","1854142068" +"Dédougou","Dedougou","12.4550","-3.4640","Burkina Faso","BF","BFA","Boucle du Mouhoun","admin","45341","1854743311" +"Nouna","Nouna","12.7290","-3.8600","Burkina Faso","BF","BFA","Boucle du Mouhoun","minor","29048","1854190171" +"Koudougou","Koudougou","12.2505","-2.3700","Burkina Faso","BF","BFA","Centre-Ouest","admin","87347","1854839075" +"Réo","Reo","12.3335","-2.4669","Burkina Faso","BF","BFA","Centre-Ouest","minor","37535","1854684997" +"Yako","Yako","12.9540","-2.2630","Burkina Faso","BF","BFA","Nord","minor","22904","1854815200" +"Solenzo","Solenzo","12.1833","-4.0833","Burkina Faso","BF","BFA","Boucle du Mouhoun","minor","10385","1854892822" +"Djibo","Djibo","14.0990","-1.6270","Burkina Faso","BF","BFA","Sahel","minor","22223","1854364299" +"Dori","Dori","14.0340","-0.0280","Burkina Faso","BF","BFA","Sahel","minor","37806","1854096946" +"Gorom Gorom","Gorom Gorom","14.4500","-0.2333","Burkina Faso","BF","BFA","Sahel","minor","6691","1854609702" +"Zorgo","Zorgo","12.2430","-0.6110","Burkina Faso","BF","BFA","Plateau-Central","minor","23892","1854077108" +"Boulsa","Boulsa","12.6570","-0.5690","Burkina Faso","BF","BFA","Centre-Nord","minor","17489","1854535753" +"Koupéla","Koupela","12.1770","-0.3560","Burkina Faso","BF","BFA","Centre-Est","minor","32052","1854841246" +"Kombissiri","Kombissiri","12.0640","-1.3340","Burkina Faso","BF","BFA","Centre-Sud","minor","30137","1854637161" +"Ruse","Ruse","43.8537","25.9733","Bulgaria","BG","BGR","Ruse","admin","184270","1100854249" +"Varna","Varna","43.2156","27.8953","Bulgaria","BG","BGR","Varna","admin","312770","1100789115" +"Pazardzhik","Pazardzhik","42.2000","24.3333","Bulgaria","BG","BGR","Pazardzhik","admin","","1100273248" +"Yambol","Yambol","42.4833","26.5000","Bulgaria","BG","BGR","Yambol","admin","","1100748067" +"Sliven","Sliven","42.6794","26.3300","Bulgaria","BG","BGR","Sliven","admin","96368","1100110215" +"Dobrich","Dobrich","43.5851","27.8400","Bulgaria","BG","BGR","Dobrich","admin","94831","1100364404" +"Lovec","Lovec","43.1380","24.7190","Bulgaria","BG","BGR","Lovech","admin","42211","1100374163" +"Plovdiv","Plovdiv","42.1540","24.7540","Bulgaria","BG","BGR","Plovdiv","admin","340494","1100436706" +"Vidin","Vidin","43.9900","22.8725","Bulgaria","BG","BGR","Vidin","admin","","1100463536" +"Shumen","Shumen","43.2700","26.9294","Bulgaria","BG","BGR","Shumen","admin","87283","1100000004" +"Razgrad","Razgrad","43.5340","26.5360","Bulgaria","BG","BGR","Razgrad","admin","38285","1100143131" +"Silistra","Silistra","44.1167","27.2667","Bulgaria","BG","BGR","Silistra","admin","","1100458181" +"Blagoevgrad","Blagoevgrad","42.0167","23.1000","Bulgaria","BG","BGR","Blagoevgrad","admin","","1100214416" +"Burgas","Burgas","42.5146","27.4746","Bulgaria","BG","BGR","Burgas","admin","195966","1100365645" +"Montana","Montana","43.4140","23.2370","Bulgaria","BG","BGR","Montana","admin","47445","1100946651" +"Gabrovo","Gabrovo","42.8747","25.3342","Bulgaria","BG","BGR","Gabrovo","admin","","1100696135" +"Kyustendil","Kyustendil","42.2843","22.6911","Bulgaria","BG","BGR","Kyustendil","admin","51067","1100543134" +"Vratsa","Vratsa","43.2100","23.5625","Bulgaria","BG","BGR","Vratsa","admin","71633","1100261281" +"Stara Zagora","Stara Zagora","42.4231","25.6227","Bulgaria","BG","BGR","Stara Zagora","admin","143431","1100903924" +"Smolyan","Smolyan","41.5853","24.6919","Bulgaria","BG","BGR","Smolyan","admin","","1100429166" +"Pernik","Pernik","42.6100","23.0227","Bulgaria","BG","BGR","Pernik","admin","82467","1100616332" +"Pleven","Pleven","43.4238","24.6134","Bulgaria","BG","BGR","Pleven","admin","118675","1100973719" +"Sofia","Sofia","42.6833","23.3167","Bulgaria","BG","BGR","Sofia-Grad","primary","1185000","1100762037" +"Khaskovo","Khaskovo","41.9438","25.5633","Bulgaria","BG","BGR","Haskovo","admin","79699","1100186247" +"Kardzhali","Kardzhali","41.6500","25.3667","Bulgaria","BG","BGR","Kardzhali","admin","","1100473094" +"Targovishte","Targovishte","43.2592","26.5892","Bulgaria","BG","BGR","Targovishte","admin","","1100987486" +"Turnovo","Turnovo","43.0862","25.6555","Bulgaria","BG","BGR","Veliko Tarnovo","admin","53115","1100134696" +"Manama","Manama","26.2361","50.5831","Bahrain","BH","BHR","Al ‘Āşimah","primary","563920","1048989486" +"Kayanza","Kayanza","-2.9000","29.5667","Burundi","BI","BDI","Kayanza","admin","19443","1108413426" +"Ruyigi","Ruyigi","-3.4810","30.2440","Burundi","BI","BDI","Ruyigi","admin","38458","1108406902" +"Bururi","Bururi","-3.9507","29.6166","Burundi","BI","BDI","Bururi","admin","20393","1108963889" +"Makamba","Makamba","-4.1333","29.8000","Burundi","BI","BDI","Makamba","admin","19642","1108520771" +"Cibitoke","Cibitoke","-2.8869","29.1248","Burundi","BI","BDI","Cibitoke","admin","","1108176356" +"Rutana","Rutana","-3.9310","29.9930","Burundi","BI","BDI","Rutana","admin","20893","1108441253" +"Cankuzo","Cankuzo","-3.1667","30.5167","Burundi","BI","BDI","Cankuzo","admin","6585","1108631099" +"Muramvya","Muramvya","-3.2610","29.6120","Burundi","BI","BDI","Muramvya","admin","18041","1108007544" +"Gitega","Gitega","-3.4264","29.9308","Burundi","BI","BDI","Gitega","admin","","1108778000" +"Gitega","Gitega","-3.4260","29.8436","Burundi","BI","BDI","Mwaro","","23167","1108962433" +"Kirundo","Kirundo","-2.5847","30.0972","Burundi","BI","BDI","Kirundo","admin","6083","1108527579" +"Muyinga","Muyinga","-2.8523","30.3173","Burundi","BI","BDI","Muyinga","admin","71076","1108466781" +"Rumonge","Rumonge","-3.9736","29.4386","Burundi","BI","BDI","Rumonge","admin","","1108641885" +"Bubanza","Bubanza","-3.0833","29.3667","Burundi","BI","BDI","Bubanza","admin","12728","1108018348" +"Karusi","Karusi","-3.1000","30.1630","Burundi","BI","BDI","Karuzi","admin","10705","1108619045" +"Ngozi","Ngozi","-2.9120","29.8250","Burundi","BI","BDI","Ngozi","admin","21506","1108753930" +"Mwaro","Mwaro","-3.5113","29.7051","Burundi","BI","BDI","Mwaro","admin","","1108739103" +"Isale","Isale","-3.3489","29.4839","Burundi","BI","BDI","Bujumbura Rural","admin","","1108407022" +"Bujumbura","Bujumbura","-3.3761","29.3600","Burundi","BI","BDI","","primary","331700","1108101689" +"Kandi","Kandi","11.1304","2.9400","Benin","BJ","BEN","Alibori","admin","109701","1204875413" +"Dogbo","Dogbo","6.8167","1.7833","Benin","BJ","BEN","Couffo","admin","","1204497206" +"Savalou","Savalou","7.9281","1.9756","Benin","BJ","BEN","Collines","admin","","1204628914" +"Ouidah","Ouidah","6.3604","2.0900","Benin","BJ","BEN","Atlantique","admin","83503","1204541753" +"Lokossa","Lokossa","6.6150","1.7150","Benin","BJ","BEN","Mono","admin","86971","1204036358" +"Sakété","Sakete","6.7362","2.6587","Benin","BJ","BEN","Plateau","admin","","1204601704" +"Natitingou","Natitingou","10.3204","1.3900","Benin","BJ","BEN","Atacora","admin","80892","1204752595" +"Abomey","Abomey","7.1904","1.9900","Benin","BJ","BEN","Zou","admin","82154","1204597697" +"Djougou","Djougou","9.7004","1.6800","Benin","BJ","BEN","Donga","admin","202810","1204972666" +"Parakou","Parakou","9.3400","2.6200","Benin","BJ","BEN","Borgou","admin","188853","1204807468" +"Porto-Novo","Porto-Novo","6.4833","2.6166","Benin","BJ","BEN","Ouémé","primary","300000","1204172060" +"Cotonou","Cotonou","6.4000","2.5200","Benin","BJ","BEN","Littoral","primary","762000","1204955174" +"Gustavia","Gustavia","17.8958","-62.8508","Saint Barthelemy","BL","BLM","","primary","","1652681565" +"Hamilton","Hamilton","32.2942","-64.7839","Bermuda","BM","BMU","Hamilton","primary","52320","1060000000" +"Bandar Seri Begawan","Bandar Seri Begawan","4.8833","114.9333","Brunei","BN","BRN","","primary","296500","1096465895" +"Uyuni","Uyuni","-20.4600","-66.8300","Bolivia","BO","BOL","Potosí","","12939","1068695031" +"Santa Cruz de la Sierra","Santa Cruz de la Sierra","-17.8000","-63.1667","Bolivia","BO","BOL","Santa Cruz","admin","","1068129363" +"La Paz","La Paz","-16.4980","-68.1500","Bolivia","BO","BOL","La Paz","primary","1590000","1068000064" +"Sica Sica","Sica Sica","-17.3300","-67.7300","Bolivia","BO","BOL","La Paz","","1006","1068066667" +"Puerto Suárez","Puerto Suarez","-18.9496","-57.8500","Bolivia","BO","BOL","Santa Cruz","","22000","1068099903" +"Coroico","Coroico","-16.1896","-67.7200","Bolivia","BO","BOL","La Paz","","2361","1068106383" +"Coro Coro","Coro Coro","-17.1696","-68.4500","Bolivia","BO","BOL","La Paz","","1884","1068830457" +"San Ignacio","San Ignacio","-16.3696","-60.9600","Bolivia","BO","BOL","Santa Cruz","","25391","1068082737" +"San Matias","San Matias","-16.3600","-58.4200","Bolivia","BO","BOL","Santa Cruz","","6352","1068402765" +"Santa Ana","Santa Ana","-13.7600","-65.5800","Bolivia","BO","BOL","El Beni","","234478","1068925682" +"Roboré","Robore","-18.3295","-59.7600","Bolivia","BO","BOL","Santa Cruz","","10036","1068498462" +"Baures","Baures","-13.5800","-63.5801","Bolivia","BO","BOL","El Beni","","2422","1068657733" +"Ascension","Ascension","-15.6996","-63.0800","Bolivia","BO","BOL","Santa Cruz","","14429","1068811738" +"Oruro","Oruro","-17.9800","-67.1300","Bolivia","BO","BOL","Oruro","admin","246501","1068271533" +"Apolo","Apolo","-14.7196","-68.4200","Bolivia","BO","BOL","La Paz","","4189","1068238601" +"San Jose","San Jose","-17.8500","-60.7800","Bolivia","BO","BOL","Santa Cruz","","9211","1068082794" +"Viacha","Viacha","-16.6500","-68.3000","Bolivia","BO","BOL","La Paz","","34776","1068833754" +"Charaña","Charana","-17.5996","-69.4666","Bolivia","BO","BOL","La Paz","","197","1068774768" +"Trinidad","Trinidad","-14.8334","-64.9000","Bolivia","BO","BOL","El Beni","admin","84259","1068929509" +"Potosí","Potosi","-19.5696","-65.7500","Bolivia","BO","BOL","Potosí","admin","179901","1068933987" +"San Carlos","San Carlos","-17.4000","-63.7300","Bolivia","BO","BOL","Santa Cruz","","6353","1068028866" +"Quime","Quime","-16.9800","-67.2200","Bolivia","BO","BOL","La Paz","","4045","1068690050" +"Reyes","Reyes","-14.3096","-67.3700","Bolivia","BO","BOL","El Beni","","7376","1068609630" +"Rurrenabaque","Rurrenabaque","-14.4600","-67.5600","Bolivia","BO","BOL","El Beni","","11749","1068557134" +"San Ramón","San Ramon","-13.2896","-64.7100","Bolivia","BO","BOL","El Beni","","6490","1068370064" +"Achacachi","Achacachi","-16.0833","-68.6666","Bolivia","BO","BOL","La Paz","","8447","1068370700" +"San Rafael","San Rafael","-16.7795","-60.6800","Bolivia","BO","BOL","Santa Cruz","","1201","1068405265" +"Magdalena","Magdalena","-13.2601","-64.0528","Bolivia","BO","BOL","El Beni","","3445","1068699781" +"San Borja","San Borja","-14.8196","-66.8500","Bolivia","BO","BOL","El Beni","","19640","1068118050" +"Guayaramerín","Guayaramerin","-10.8300","-65.4100","Bolivia","BO","BOL","El Beni","","36008","1068744206" +"Puerto Quijarro","Puerto Quijarro","-17.7796","-57.7700","Bolivia","BO","BOL","Santa Cruz","","10392","1068582123" +"Cochabamba","Cochabamba","-17.4100","-66.1700","Bolivia","BO","BOL","Cochabamba","admin","1000000","1068793894" +"Santa Cruz","Santa Cruz","-17.7539","-63.2260","Bolivia","BO","BOL","Santa Cruz","","2102998","1068002564" +"Sucre","Sucre","-19.0410","-65.2595","Bolivia","BO","BOL","Chuquisaca","primary","224838","1068823873" +"Tupiza","Tupiza","-21.4396","-65.7200","Bolivia","BO","BOL","Potosí","","28766","1068328989" +"San Lorenzo","San Lorenzo","-21.4799","-64.7700","Bolivia","BO","BOL","Tarija","","3000","1068000024" +"Camargo","Camargo","-20.6396","-65.2100","Bolivia","BO","BOL","Chuquisaca","","4715","1068344721" +"Villamontes","Villamontes","-21.2496","-63.5000","Bolivia","BO","BOL","Tarija","","18761","1068626988" +"Cobija","Cobija","-11.0333","-68.7333","Bolivia","BO","BOL","Pando","admin","44437","1068395023" +"Tarabuco","Tarabuco","-19.1800","-64.9199","Bolivia","BO","BOL","Chuquisaca","","2428","1068481915" +"Camiri","Camiri","-20.0500","-63.5200","Bolivia","BO","BOL","Santa Cruz","","27961","1068205873" +"Cuevo","Cuevo","-20.4500","-63.5300","Bolivia","BO","BOL","Santa Cruz","","953","1068137787" +"Charagua","Charagua","-19.7996","-63.2200","Bolivia","BO","BOL","Santa Cruz","","3025","1068232771" +"Padilla","Padilla","-19.2996","-64.3100","Bolivia","BO","BOL","Chuquisaca","","2920","1068422501" +"Bermejo","Bermejo","-22.7296","-64.3500","Bolivia","BO","BOL","Tarija","","36544","1068060614" +"Entre Ríos","Entre Rios","-21.5300","-64.1900","Bolivia","BO","BOL","Tarija","","2685","1068494403" +"Tarija","Tarija","-21.5167","-64.7500","Bolivia","BO","BOL","Tarija","admin","159269","1068356085" +"Villazón","Villazon","-22.0796","-65.6000","Bolivia","BO","BOL","Potosí","","37215","1068163517" +"Puerto Heath","Puerto Heath","-12.4996","-68.6666","Bolivia","BO","BOL","La Paz","","10","1068996459" +"Piso Firme","Piso Firme","-13.6830","-61.8666","Bolivia","BO","BOL","El Beni","","72","1068400874" +"Betanzos","Betanzos","-19.5600","-65.4500","Bolivia","BO","BOL","Potosí","","4847","1068258629" +"Sabaya","Sabaya","-19.0163","-68.3833","Bolivia","BO","BOL","Oruro","","573","1068184161" +"Vallegrande","Vallegrande","-18.4896","-64.1100","Bolivia","BO","BOL","Santa Cruz","","8422","1068162149" +"Samaipata","Samaipata","-18.1800","-63.7700","Bolivia","BO","BOL","Santa Cruz","","2926","1068681645" +"Llica","Llica","-19.8496","-68.2500","Bolivia","BO","BOL","Potosí","","553","1068053822" +"Aiquile","Aiquile","-18.1895","-65.1800","Bolivia","BO","BOL","Cochabamba","","8224","1068121487" +"Villa Martin","Villa Martin","-20.7666","-67.7833","Bolivia","BO","BOL","Potosí","","10","1068713966" +"San Javier","San Javier","-16.2896","-62.5000","Bolivia","BO","BOL","Santa Cruz","","4210","1068099078" +"Riberalta","Riberalta","-10.9830","-66.1000","Bolivia","BO","BOL","El Beni","","74014","1068951603" +"Llallagua","Llallagua","-18.4200","-66.6400","Bolivia","BO","BOL","Potosí","","28069","1068159509" +"Uncia","Uncia","-18.4700","-66.5700","Bolivia","BO","BOL","Potosí","","4723","1068104554" +"Challapata","Challapata","-18.8996","-66.7800","Bolivia","BO","BOL","Oruro","","9114","1068352309" +"Quillacollo","Quillacollo","-17.4000","-66.2800","Bolivia","BO","BOL","Cochabamba","","227052","1068265899" +"Punata","Punata","-17.5500","-65.8400","Bolivia","BO","BOL","Cochabamba","","26323","1068639665" +"Cliza","Cliza","-17.5900","-65.9300","Bolivia","BO","BOL","Cochabamba","","15816","1068759245" +"Portachuelo","Portachuelo","-17.3600","-63.4000","Bolivia","BO","BOL","Santa Cruz","","11485","1068477207" +"Montero","Montero","-17.3496","-63.2600","Bolivia","BO","BOL","Santa Cruz","","88616","1068836323" +"Puerto Villarroel","Puerto Villarroel","-16.8700","-64.7800","Bolivia","BO","BOL","Cochabamba","","1778","1068957347" +"Puerto Acosta","Puerto Acosta","-15.4996","-69.1667","Bolivia","BO","BOL","La Paz","","1123","1068206449" +"Sorata","Sorata","-15.7900","-68.6601","Bolivia","BO","BOL","La Paz","","2190","1068157921" +"Tauá","Taua","-5.9995","-40.3100","Brazil","BR","BRA","Ceará","","29188","1076825475" +"Uruguaiana","Uruguaiana","-29.7696","-57.0900","Brazil","BR","BRA","Rio Grande do Sul","","123480","1076680267" +"Quixadá","Quixada","-4.9700","-39.0200","Brazil","BR","BRA","Ceará","","49328","1076173437" +"Cabo de Santo Agostinho","Cabo de Santo Agostinho","-8.2900","-35.0300","Brazil","BR","BRA","Pernambuco","","146219","1076363089" +"São Gabriel","Sao Gabriel","-30.3200","-54.3200","Brazil","BR","BRA","Rio Grande do Sul","","55434","1076674208" +"São Borja","Sao Borja","-28.6596","-56.0100","Brazil","BR","BRA","Rio Grande do Sul","","59613","1076315333" +"Santo Ângelo","Santo Angelo","-28.3000","-54.2800","Brazil","BR","BRA","Rio Grande do Sul","","65420","1076113692" +"Santa Rosa","Santa Rosa","-27.8695","-54.4600","Brazil","BR","BRA","Rio Grande do Sul","","59281","1076071027" +"Quaraí","Quarai","-30.3800","-56.4599","Brazil","BR","BRA","Rio Grande do Sul","","23229","1076203994" +"Salvador","Salvador","-12.9700","-38.4800","Brazil","BR","BRA","Bahia","admin","3484000","1076923789" +"Vila Velha","Vila Velha","-20.3676","-40.3180","Brazil","BR","BRA","Espírito Santo","","1209091","1076404077" +"Santa Cruz do Sul","Santa Cruz do Sul","-29.7100","-52.4400","Brazil","BR","BRA","Rio Grande do Sul","","113625","1076862896" +"Laguna","Laguna","-28.4800","-48.7800","Brazil","BR","BRA","Santa Catarina","","39711","1076025747" +"Muriaé","Muriae","-21.1300","-42.3900","Brazil","BR","BRA","Minas Gerais","","91173","1076003733" +"Londrina","Londrina","-23.3000","-51.1800","Brazil","BR","BRA","Paraná","","520238","1076723241" +"São Lourenço do Sul","Sao Lourenco do Sul","-31.3700","-51.9800","Brazil","BR","BRA","Rio Grande do Sul","","25340","1076758883" +"Porto União","Porto Uniao","-26.2396","-51.0800","Brazil","BR","BRA","Santa Catarina","","71578","1076057988" +"Itanhaem","Itanhaem","-24.1800","-46.8000","Brazil","BR","BRA","São Paulo","","90385","1076274068" +"Foz do Iguaçu","Foz do Iguacu","-25.5235","-54.5300","Brazil","BR","BRA","Paraná","","440455","1076025805" +"Novo Hamburgo","Novo Hamburgo","-29.7096","-51.1400","Brazil","BR","BRA","Rio Grande do Sul","","876990","1076221386" +"Viana","Viana","-3.2096","-45.0000","Brazil","BR","BRA","Maranhão","","26689","1076423280" +"Fernandópolis","Fernandopolis","-20.2696","-50.2600","Brazil","BR","BRA","São Paulo","","61931","1076205721" +"Guarapuava","Guarapuava","-25.3800","-51.4800","Brazil","BR","BRA","Paraná","","150850","1076415327" +"Guajara-Miram","Guajara-Miram","-10.8000","-65.3499","Brazil","BR","BRA","Rondônia","","69586","1076692558" +"Arcoverde","Arcoverde","-8.4200","-37.0700","Brazil","BR","BRA","Pernambuco","","57163","1076499713" +"Mossoró","Mossoro","-5.1900","-37.3400","Brazil","BR","BRA","Rio Grande do Norte","","202583","1076461194" +"Maringá","Maringa","-23.4095","-51.9300","Brazil","BR","BRA","Paraná","","328335","1076013378" +"Maracaju","Maracaju","-21.6100","-55.1800","Brazil","BR","BRA","Mato Grosso do Sul","","22690","1076548335" +"Estância","Estancia","-11.2696","-37.4500","Brazil","BR","BRA","Sergipe","","55654","1076069381" +"Crateús","Crateus","-5.1656","-40.6660","Brazil","BR","BRA","Ceará","","52933","1076897989" +"Ponta Porã","Ponta Pora","-22.5300","-55.7300","Brazil","BR","BRA","Mato Grosso do Sul","","94331","1076647935" +"Penápolis","Penapolis","-21.4100","-50.0800","Brazil","BR","BRA","São Paulo","","54477","1076587749" +"Cruzeiro do Sul","Cruzeiro do Sul","-7.6300","-72.6700","Brazil","BR","BRA","Acre","","56862","1076881427" +"Jacareacanga","Jacareacanga","-6.2666","-57.6500","Brazil","BR","BRA","Pará","","31661","1076980493" +"Erechim","Erechim","-27.6300","-52.2700","Brazil","BR","BRA","Rio Grande do Sul","","96087","1076359548" +"Chapadinha","Chapadinha","-3.7395","-43.3600","Brazil","BR","BRA","Maranhão","","40804","1076901443" +"Itapipoca","Itapipoca","-3.4995","-39.5800","Brazil","BR","BRA","Ceará","","55784","1076980375" +"Bacabal","Bacabal","-4.2300","-44.8000","Brazil","BR","BRA","Maranhão","","72372","1076125117" +"Cascavel","Cascavel","-24.9596","-53.4600","Brazil","BR","BRA","Paraná","","257172","1076509946" +"Curitiba","Curitiba","-25.4200","-49.3200","Brazil","BR","BRA","Paraná","admin","3084000","1076701712" +"Aracati","Aracati","-4.5600","-37.7700","Brazil","BR","BRA","Ceará","","44293","1076708817" +"Jaboatao","Jaboatao","-8.1100","-35.0200","Brazil","BR","BRA","Pernambuco","","702621","1076000699" +"Ijuí","Ijui","-28.3895","-53.9199","Brazil","BR","BRA","Rio Grande do Sul","","71202","1076683915" +"Apucarana","Apucarana","-23.5500","-51.4700","Brazil","BR","BRA","Paraná","","107085","1076256387" +"Formosa","Formosa","-15.5395","-47.3400","Brazil","BR","BRA","Goiás","","81232","1076601172" +"Icó","Ico","-6.4000","-38.8500","Brazil","BR","BRA","Ceará","","28323","1076569458" +"Araranguá","Ararangua","-28.9400","-49.5000","Brazil","BR","BRA","Santa Catarina","","43444","1076532332" +"Xapeco","Xapeco","-27.1000","-52.6400","Brazil","BR","BRA","Santa Catarina","","160157","1076258255" +"Capanema","Capanema","-1.1900","-47.1800","Brazil","BR","BRA","Pará","","47766","1076799309" +"Baturité","Baturite","-4.3296","-38.8800","Brazil","BR","BRA","Ceará","","22417","1076144455" +"Aripuana","Aripuana","-9.1700","-60.6400","Brazil","BR","BRA","Mato Grosso","","26983","1076078271" +"Bom Jesus da Lapa","Bom Jesus da Lapa","-13.2495","-43.4400","Brazil","BR","BRA","Bahia","","40691","1076439517" +"Carazinho","Carazinho","-28.2900","-52.8000","Brazil","BR","BRA","Rio Grande do Sul","","59417","1076906274" +"Cametá","Cameta","-2.2396","-49.5100","Brazil","BR","BRA","Pará","","45200","1076010069" +"Campo Murao","Campo Murao","-24.0496","-52.4200","Brazil","BR","BRA","Paraná","","75401","1076799533" +"Aquidauana","Aquidauana","-20.4696","-55.7900","Brazil","BR","BRA","Mato Grosso do Sul","","40803","1076120417" +"Brasília","Brasilia","-15.7833","-47.9161","Brazil","BR","BRA","Distrito Federal","primary","3716996","1076144436" +"Assis","Assis","-22.6596","-50.4200","Brazil","BR","BRA","São Paulo","","87471","1076782502" +"Paragominas","Paragominas","-2.9596","-47.4900","Brazil","BR","BRA","Pará","","69613","1076092855" +"Cáceres","Caceres","-16.0500","-57.5100","Brazil","BR","BRA","Mato Grosso","","85274","1076422654" +"Bento Gonçalves","Bento Goncalves","-29.1695","-51.5200","Brazil","BR","BRA","Rio Grande do Sul","","94271","1076492877" +"Santo André","Santo Andre","-23.6528","-46.5278","Brazil","BR","BRA","São Paulo","","662373","1076625886" +"Bagé","Bage","-31.3200","-54.1000","Brazil","BR","BRA","Rio Grande do Sul","","106098","1076515015" +"Caracaraí","Caracarai","1.8162","-61.1277","Brazil","BR","BRA","Roraima","","11368","1076314585" +"Concórdia","Concordia","-27.2300","-52.0300","Brazil","BR","BRA","Santa Catarina","","55367","1076922195" +"Camaquã","Camaqua","-30.8396","-51.8100","Brazil","BR","BRA","Rio Grande do Sul","","53169","1076449009" +"Guaira","Guaira","-24.0900","-54.2700","Brazil","BR","BRA","Paraná","","36426","1076687981" +"Jaraguá do Sul","Jaragua do Sul","-26.4800","-49.1000","Brazil","BR","BRA","Santa Catarina","","130130","1076588128" +"Araçatuba","Aracatuba","-21.2100","-50.4500","Brazil","BR","BRA","São Paulo","","170024","1076630308" +"Olinda","Olinda","-8.0000","-34.8500","Brazil","BR","BRA","Pernambuco","","921840","1076784718" +"Recife","Recife","-8.0756","-34.9156","Brazil","BR","BRA","Pernambuco","admin","3651000","1076137337" +"Natal","Natal","-6.9838","-60.2699","Brazil","BR","BRA","Amazonas","","980588","1076336975" +"Presidente Prudente","Presidente Prudente","-22.1200","-51.3900","Brazil","BR","BRA","São Paulo","","209502","1076239965" +"Parnaíba","Parnaiba","-2.9100","-41.7700","Brazil","BR","BRA","Piauí","","138008","1076568871" +"Crato","Crato","-7.4639","-63.0400","Brazil","BR","BRA","Amazonas","","273883","1076425706" +"Santana do Livramento","Santana do Livramento","-30.8800","-55.5300","Brazil","BR","BRA","Rio Grande do Sul","","89694","1076271841" +"Corumbá","Corumba","-19.0160","-57.6500","Brazil","BR","BRA","Mato Grosso do Sul","","96520","1076131775" +"Abunã","Abuna","-9.6954","-65.3597","Brazil","BR","BRA","Rondônia","","1929","1076632448" +"Campo Grande","Campo Grande","-20.4500","-54.6166","Brazil","BR","BRA","Mato Grosso do Sul","admin","778000","1076660445" +"Itaituba","Itaituba","-4.2586","-55.9250","Brazil","BR","BRA","Pará","","92308","1076849673" +"Joaçaba","Joacaba","-27.1700","-51.5000","Brazil","BR","BRA","Santa Catarina","","38876","1076899882" +"Rio Branco","Rio Branco","-9.9666","-67.8000","Brazil","BR","BRA","Acre","admin","257642","1076391263" +"Acaraú","Acarau","-2.8896","-40.1200","Brazil","BR","BRA","Ceará","","28389","1076016462" +"Pelotas","Pelotas","-31.7500","-52.3300","Brazil","BR","BRA","Rio Grande do Sul","","320674","1076815692" +"Manaus","Manaus","-3.1000","-60.0000","Brazil","BR","BRA","Amazonas","admin","1753000","1076607274" +"Cachoeira do Sul","Cachoeira do Sul","-30.0300","-52.9100","Brazil","BR","BRA","Rio Grande do Sul","","74694","1076336795" +"Jardim","Jardim","-21.4799","-56.1500","Brazil","BR","BRA","Mato Grosso do Sul","","23780","1076077588" +"Santa Maria","Santa Maria","-29.6833","-53.8000","Brazil","BR","BRA","Rio Grande do Sul","","249219","1076178738" +"Rosário do Sul","Rosario do Sul","-30.2500","-54.9200","Brazil","BR","BRA","Rio Grande do Sul","","36721","1076900712" +"Joinville","Joinville","-26.3200","-48.8399","Brazil","BR","BRA","Santa Catarina","","988000","1076050637" +"Ji-Paraná","Ji-Parana","-10.8333","-61.9670","Brazil","BR","BRA","Rondônia","","65016","1076313540" +"Arapongas","Arapongas","-23.4100","-51.4300","Brazil","BR","BRA","Paraná","","97512","1076623771" +"Dourados","Dourados","-22.2300","-54.8100","Brazil","BR","BRA","Mato Grosso do Sul","","162202","1076544482" +"Caçador","Cacador","-26.7700","-51.0200","Brazil","BR","BRA","Santa Catarina","","63726","1076703793" +"Jaguarão","Jaguarao","-32.5600","-53.3700","Brazil","BR","BRA","Rio Grande do Sul","","29613","1076878261" +"Passo Fundo","Passo Fundo","-28.2500","-52.4200","Brazil","BR","BRA","Rio Grande do Sul","","179529","1076763340" +"Santa Vitória do Palmar","Santa Vitoria do Palmar","-33.5200","-53.3700","Brazil","BR","BRA","Rio Grande do Sul","","27775","1076114405" +"Porto Alegre","Porto Alegre","-30.0500","-51.2000","Brazil","BR","BRA","Rio Grande do Sul","admin","3917000","1076658221" +"Açu","Acu","-5.5796","-36.9101","Brazil","BR","BRA","Rio Grande do Norte","","36125","1076000524" +"Rio Grande","Rio Grande","-32.0495","-52.1200","Brazil","BR","BRA","Rio Grande do Sul","","187838","1076567920" +"Sena Madureira","Sena Madureira","-9.0700","-68.6700","Brazil","BR","BRA","Acre","","26192","1076899075" +"São Luiz Gonzaga","Sao Luiz Gonzaga","-28.4100","-54.9600","Brazil","BR","BRA","Rio Grande do Sul","","31798","1076320357" +"Tupã","Tupa","-21.9300","-50.5200","Brazil","BR","BRA","São Paulo","","62035","1076738637" +"Ponta Grossa","Ponta Grossa","-25.0900","-50.1600","Brazil","BR","BRA","Paraná","","292177","1076716439" +"Palmas","Palmas","-26.4800","-52.0000","Brazil","BR","BRA","Paraná","","39150","1076528204" +"Grajau","Grajau","-5.8100","-46.1500","Brazil","BR","BRA","Maranhão","","30217","1076344134" +"São Francisco do Sul","Sao Francisco do Sul","-26.2396","-48.6000","Brazil","BR","BRA","Santa Catarina","","36224","1076452788" +"Caxias do Sul","Caxias do Sul","-29.1800","-51.1700","Brazil","BR","BRA","Rio Grande do Sul","","381270","1076809957" +"Sorocaba","Sorocaba","-23.4900","-47.4700","Brazil","BR","BRA","São Paulo","","563281","1076758708" +"Rio Negro","Rio Negro","-26.1000","-49.7900","Brazil","BR","BRA","Paraná","","65597","1076653242" +"Capitão Poço","Capitao Poco","-1.7496","-47.0900","Brazil","BR","BRA","Pará","","32704","1076870027" +"Canoas","Canoas","-29.9200","-51.1800","Brazil","BR","BRA","Rio Grande do Sul","","600000","1076009922" +"Granja","Granja","-3.1195","-40.8400","Brazil","BR","BRA","Ceará","","25879","1076052166" +"Sobral","Sobral","-3.6900","-40.3500","Brazil","BR","BRA","Ceará","","157996","1076577102" +"Camocim","Camocim","-2.9000","-40.8500","Brazil","BR","BRA","Ceará","","44481","1076563942" +"Almenara","Almenara","-16.1700","-40.7000","Brazil","BR","BRA","Minas Gerais","","29333","1076953924" +"Araçuaí","Aracuai","-16.8596","-42.0699","Brazil","BR","BRA","Minas Gerais","","22005","1076501078" +"Teófilo Otoni","Teofilo Otoni","-17.8700","-41.5000","Brazil","BR","BRA","Minas Gerais","","101170","1076465745" +"Floriano","Floriano","-6.7696","-43.0300","Brazil","BR","BRA","Piauí","","48587","1076813660" +"Colinas","Colinas","-6.0395","-44.2400","Brazil","BR","BRA","Maranhão","","25158","1076657010" +"Caxias","Caxias","-4.8330","-43.3500","Brazil","BR","BRA","Maranhão","","134640","1076325693" +"Pedreiras","Pedreiras","-4.5696","-44.6700","Brazil","BR","BRA","Maranhão","","13638","1076527878" +"Barra do Corda","Barra do Corda","-5.5096","-45.2600","Brazil","BR","BRA","Maranhão","","48901","1076745135" +"Jacarezinho","Jacarezinho","-23.1599","-49.9800","Brazil","BR","BRA","Paraná","","35090","1076955757" +"Presidente Dutra","Presidente Dutra","-5.2500","-44.5200","Brazil","BR","BRA","Alagoas","","30330","1076660845" +"Coroatá","Coroata","-4.1296","-44.1500","Brazil","BR","BRA","Maranhão","","34129","1076890180" +"Codó","Codo","-4.4796","-43.8800","Brazil","BR","BRA","Maranhão","","83288","1076537068" +"Paulo Afonso","Paulo Afonso","-9.3307","-38.2657","Brazil","BR","BRA","Bahia","","85350","1076084498" +"Palmeira dos Índios","Palmeira dos Indios","-9.4166","-36.6166","Brazil","BR","BRA","Alagoas","","41095","1076723276" +"Cuiabá","Cuiaba","-15.5696","-56.0850","Brazil","BR","BRA","Mato Grosso","admin","806000","1076112309" +"Tubarão","Tubarao","-28.4800","-49.0200","Brazil","BR","BRA","Santa Catarina","","92275","1076663243" +"Vacaria","Vacaria","-28.4996","-50.9400","Brazil","BR","BRA","Rio Grande do Sul","","56765","1076001152" +"Criciúma","Criciuma","-28.6800","-49.3900","Brazil","BR","BRA","Santa Catarina","","204217","1076000206" +"Campo Belo","Campo Belo","-20.8896","-45.2800","Brazil","BR","BRA","Minas Gerais","","47491","1076477943" +"Salinópolis","Salinopolis","-0.6095","-47.3400","Brazil","BR","BRA","Pará","","40998","1076811443" +"Guaxupé","Guaxupe","-21.2900","-46.7100","Brazil","BR","BRA","Minas Gerais","","47889","1076985230" +"Sete Lagoas","Sete Lagoas","-19.4496","-44.2500","Brazil","BR","BRA","Minas Gerais","","201334","1076863850" +"Itaúna","Itauna","-20.0600","-44.5700","Brazil","BR","BRA","Minas Gerais","","77400","1076321811" +"Novo Airão","Novo Airao","-2.6208","-60.9438","Brazil","BR","BRA","Amazonas","","9049","1076092136" +"Tucuruí","Tucurui","-3.6800","-49.7200","Brazil","BR","BRA","Pará","","76337","1076000076" +"Várzea Grande","Varzea Grande","-15.6500","-56.1400","Brazil","BR","BRA","Mato Grosso","","249752","1076359879" +"Formiga","Formiga","-20.4600","-45.4300","Brazil","BR","BRA","Minas Gerais","","56404","1076994550" +"Santa Inês","Santa Ines","-3.6600","-45.3900","Brazil","BR","BRA","Maranhão","","67424","1076053036" +"Divinópolis","Divinopolis","-20.1495","-44.9000","Brazil","BR","BRA","Minas Gerais","","193832","1076716552" +"Pirapora","Pirapora","-17.3300","-44.9300","Brazil","BR","BRA","Minas Gerais","","60164","1076124834" +"Lavras","Lavras","-21.2496","-45.0100","Brazil","BR","BRA","Minas Gerais","","81472","1076751259" +"Óbidos","Obidos","-1.9100","-55.5200","Brazil","BR","BRA","Pará","","27587","1076197849" +"Curvelo","Curvelo","-18.7596","-44.4300","Brazil","BR","BRA","Minas Gerais","","63954","1076253887" +"Conceição do Araguaia","Conceicao do Araguaia","-8.2500","-49.2900","Brazil","BR","BRA","Pará","","27115","1076224782" +"Oriximiná","Oriximina","-1.7596","-55.8700","Brazil","BR","BRA","Pará","","35581","1076567469" +"Paracatu","Paracatu","-17.1996","-46.8700","Brazil","BR","BRA","Minas Gerais","","70753","1076347421" +"Itaberaí","Itaberai","-16.0200","-49.8100","Brazil","BR","BRA","Goiás","","22129","1076044452" +"Uberlândia","Uberlandia","-18.9000","-48.2800","Brazil","BR","BRA","Minas Gerais","","563536","1076495001" +"Araxá","Araxa","-19.5796","-46.9500","Brazil","BR","BRA","Minas Gerais","","82595","1076259402" +"Iguatu","Iguatu","-6.3600","-39.3000","Brazil","BR","BRA","Ceará","","70380","1076734026" +"Itumbiara","Itumbiara","-18.3996","-49.2100","Brazil","BR","BRA","Goiás","","79582","1076693747" +"Lapa","Lapa","-25.7600","-49.7300","Brazil","BR","BRA","Paraná","","25621","1076904800" +"Cristalina","Cristalina","-16.7700","-47.6100","Brazil","BR","BRA","Goiás","","36531","1076014539" +"Trindade","Trindade","-16.6500","-49.5000","Brazil","BR","BRA","Goiás","","97521","1076815881" +"Inhumas","Inhumas","-16.3600","-49.5000","Brazil","BR","BRA","Goiás","","44058","1076130930" +"Goiânia","Goiania","-16.7200","-49.3000","Brazil","BR","BRA","Goiás","admin","2022000","1076034054" +"Castro","Castro","-24.7900","-50.0100","Brazil","BR","BRA","Paraná","","42091","1076233349" +"Ituiutaba","Ituiutaba","-18.9700","-49.4600","Brazil","BR","BRA","Minas Gerais","","85345","1076873111" +"Uberaba","Uberaba","-19.7800","-47.9500","Brazil","BR","BRA","Minas Gerais","","260843","1076230331" +"Araguari","Araguari","-18.6400","-48.2000","Brazil","BR","BRA","Minas Gerais","","96565","1076402865" +"Anápolis","Anapolis","-16.3196","-48.9600","Brazil","BR","BRA","Goiás","","319587","1076208869" +"Poços de Caldas","Pocos de Caldas","-21.7800","-46.5700","Brazil","BR","BRA","Minas Gerais","","146588","1076336113" +"São João del Rei","Sao Joao del Rei","-21.1300","-44.2500","Brazil","BR","BRA","Minas Gerais","","78592","1076559413" +"Pires do Rio","Pires do Rio","-17.2995","-48.2800","Brazil","BR","BRA","Goiás","","24822","1076357135" +"Aracaju","Aracaju","-10.9000","-37.1200","Brazil","BR","BRA","Sergipe","admin","685356","1076527830" +"Manicoré","Manicore","-5.8122","-61.2975","Brazil","BR","BRA","Amazonas","","21549","1076657983" +"Pouso Alegre","Pouso Alegre","-22.2200","-45.9400","Brazil","BR","BRA","Minas Gerais","","115201","1076082333" +"Ariquemes","Ariquemes","-9.9396","-63.0800","Brazil","BR","BRA","Rondônia","","58096","1076442639" +"Morrinhos","Morrinhos","-17.7300","-49.1100","Brazil","BR","BRA","Goiás","","34143","1076391164" +"Avaré","Avare","-23.1100","-48.9300","Brazil","BR","BRA","São Paulo","","81285","1076118860" +"Barretos","Barretos","-20.5500","-48.5800","Brazil","BR","BRA","São Paulo","","101220","1076042195" +"Batatais","Batatais","-20.8900","-47.5900","Brazil","BR","BRA","São Paulo","","51976","1076581214" +"Bauru","Bauru","-22.3300","-49.0800","Brazil","BR","BRA","São Paulo","","335024","1076905338" +"Botucatu","Botucatu","-22.8796","-48.4500","Brazil","BR","BRA","São Paulo","","113862","1076113865" +"Catalão","Catalao","-18.1800","-47.9500","Brazil","BR","BRA","Goiás","","63544","1076169871" +"Irati","Irati","-25.4700","-50.6600","Brazil","BR","BRA","Paraná","","45830","1076276918" +"Santa Cruz","Santa Cruz","-6.2200","-36.0300","Brazil","BR","BRA","Rio Grande do Norte","","27775","1076706078" +"Tucano","Tucano","-10.9696","-38.7900","Brazil","BR","BRA","Bahia","","31203","1076227914" +"Timbaúba","Timbauba","-7.4996","-35.3200","Brazil","BR","BRA","Pernambuco","","57534","1076430214" +"Passos","Passos","-20.7100","-46.6100","Brazil","BR","BRA","Minas Gerais","","98752","1076782492" +"Manacapuru","Manacapuru","-3.2896","-60.6200","Brazil","BR","BRA","Amazonas","","59102","1076484341" +"Barreiros","Barreiros","-8.8296","-35.2000","Brazil","BR","BRA","Pernambuco","","35565","1076661261" +"Pimenta Bueno","Pimenta Bueno","-11.6400","-61.2100","Brazil","BR","BRA","Rondônia","","25762","1076267246" +"Vilhena","Vilhena","-12.7166","-60.1166","Brazil","BR","BRA","Rondônia","","63231","1076196581" +"Pinheiro","Pinheiro","-2.5196","-45.0900","Brazil","BR","BRA","Maranhão","","38893","1076349995" +"Belo Horizonte","Belo Horizonte","-19.9150","-43.9150","Brazil","BR","BRA","Minas Gerais","admin","5575000","1076967355" +"Carpina","Carpina","-7.8400","-35.2600","Brazil","BR","BRA","Pernambuco","","165579","1076005200" +"Serrinha","Serrinha","-11.6496","-39.0100","Brazil","BR","BRA","Bahia","","56829","1076832200" +"Arapiraca","Arapiraca","-9.7500","-36.6700","Brazil","BR","BRA","Alagoas","","187668","1076615737" +"Paracuru","Paracuru","-3.3995","-39.0400","Brazil","BR","BRA","Ceará","","21196","1076591278" +"Telêmaco Borba","Telemaco Borba","-24.3300","-50.6200","Brazil","BR","BRA","Paraná","","58880","1076867165" +"Penedo","Penedo","-10.2696","-36.5800","Brazil","BR","BRA","Alagoas","","42097","1076906021" +"Xique-Xique","Xique-Xique","-10.8200","-42.7300","Brazil","BR","BRA","Bahia","","35433","1076763009" +"Barra Mansa","Barra Mansa","-22.5600","-44.1700","Brazil","BR","BRA","Rio de Janeiro","","169386","1076686083" +"Alagoinhas","Alagoinhas","-12.1400","-38.4300","Brazil","BR","BRA","Bahia","","124070","1076155953" +"Remanso","Remanso","-9.5996","-42.1100","Brazil","BR","BRA","Bahia","","37945","1076051035" +"Maceió","Maceio","-9.6200","-35.7300","Brazil","BR","BRA","Alagoas","admin","1186000","1076440479" +"Frutal","Frutal","-20.0300","-48.9400","Brazil","BR","BRA","Minas Gerais","","40931","1076112857" +"Irecê","Irece","-11.3000","-41.8700","Brazil","BR","BRA","Bahia","","63626","1076348562" +"Pontes e Lacerda","Pontes e Lacerda","-15.2196","-59.3500","Brazil","BR","BRA","Mato Grosso","","29381","1076490162" +"Volta Redonda","Volta Redonda","-22.5196","-44.0950","Brazil","BR","BRA","Rio de Janeiro","","456362","1076343513" +"Senhor do Bonfim","Senhor do Bonfim","-10.4496","-40.1900","Brazil","BR","BRA","Bahia","","48471","1076513309" +"Garanhuns","Garanhuns","-8.8900","-36.5000","Brazil","BR","BRA","Pernambuco","","110085","1076673653" +"Rio Largo","Rio Largo","-9.4800","-35.8400","Brazil","BR","BRA","Alagoas","","158545","1076018887" +"Canindé","Caninde","-4.3500","-39.3100","Brazil","BR","BRA","Ceará","","42720","1076519156" +"Feira de Santana","Feira de Santana","-12.2500","-38.9700","Brazil","BR","BRA","Bahia","","481911","1076892244" +"Paranaguá","Paranagua","-25.5279","-48.5345","Brazil","BR","BRA","Paraná","","141013","1076265266" +"Mineiros","Mineiros","-17.5695","-52.5600","Brazil","BR","BRA","Goiás","","38951","1076000916" +"Crato","Crato","-7.2296","-39.4200","Brazil","BR","BRA","Ceará","","273883","1076894967" +"Juazeiro do Norte","Juazeiro do Norte","-7.2100","-39.3200","Brazil","BR","BRA","Ceará","","225230","1076912078" +"Jataí","Jatai","-17.8796","-51.7500","Brazil","BR","BRA","Goiás","","76547","1076908960" +"Canavieiras","Canavieiras","-15.6400","-38.9600","Brazil","BR","BRA","Bahia","","26375","1076258532" +"Rondonópolis","Rondonopolis","-16.4695","-54.6400","Brazil","BR","BRA","Mato Grosso","","152912","1076627175" +"Paranaíba","Paranaiba","-19.6796","-51.2000","Brazil","BR","BRA","Mato Grosso do Sul","","32217","1076355277" +"São José dos Pinhais","Sao Jose dos Pinhais","-25.5700","-49.1800","Brazil","BR","BRA","Paraná","","665063","1076174955" +"Rio Verde","Rio Verde","-17.8196","-50.9300","Brazil","BR","BRA","Goiás","","48318","1076844683" +"Natal","Natal","-5.7800","-35.2400","Brazil","BR","BRA","Rio Grande do Norte","admin","1088000","1076697777" +"João Pessoa","Joao Pessoa","-7.1011","-34.8761","Brazil","BR","BRA","Paraíba","admin","956000","1076922014" +"Goiana","Goiana","-7.5596","-35.0000","Brazil","BR","BRA","Pernambuco","","71549","1076692421" +"Apodi","Apodi","-5.6500","-37.8000","Brazil","BR","BRA","Rio Grande do Norte","","16757","1076092856" +"Mato Grosso","Mato Grosso","-15.0000","-59.9500","Brazil","BR","BRA","Mato Grosso","","1612","1076493823" +"Itambé","Itambe","-15.2396","-40.6300","Brazil","BR","BRA","Bahia","","23558","1076307665" +"Vitória da Conquista","Vitoria da Conquista","-14.8500","-40.8400","Brazil","BR","BRA","Bahia","","308204","1076812020" +"Barreiras","Barreiras","-12.1400","-45.0000","Brazil","BR","BRA","Bahia","","158292","1076854674" +"Januária","Januaria","-15.4800","-44.3700","Brazil","BR","BRA","Minas Gerais","","34811","1076924780" +"Ubaitaba","Ubaitaba","-14.3000","-39.3300","Brazil","BR","BRA","Bahia","","28375","1076532739" +"Jaguaquara","Jaguaquara","-13.5300","-39.9700","Brazil","BR","BRA","Bahia","","41498","1076420862" +"Jequié","Jequie","-13.8500","-40.0800","Brazil","BR","BRA","Bahia","","135574","1076558785" +"Janaúba","Janauba","-15.7996","-43.3100","Brazil","BR","BRA","Minas Gerais","","56572","1076293809" +"Santa Maria da Vitória","Santa Maria da Vitoria","-13.3900","-44.2100","Brazil","BR","BRA","Bahia","","23488","1076607443" +"Guanambi","Guanambi","-14.2296","-42.7900","Brazil","BR","BRA","Bahia","","58877","1076791780" +"Registro","Registro","-24.4900","-47.8400","Brazil","BR","BRA","São Paulo","","53273","1076533111" +"Iguape","Iguape","-24.7200","-47.5699","Brazil","BR","BRA","São Paulo","","23784","1076144584" +"Ilhéus","Ilheus","-14.7800","-39.0500","Brazil","BR","BRA","Bahia","","230622","1076021121" +"Itabuna","Itabuna","-14.7896","-39.2800","Brazil","BR","BRA","Bahia","","221938","1076003792" +"Iporá","Ipora","-16.4500","-51.1300","Brazil","BR","BRA","Goiás","","28254","1076392298" +"Iturama","Iturama","-19.7300","-50.2000","Brazil","BR","BRA","Minas Gerais","","29805","1076049375" +"Caicó","Caico","-6.4596","-37.1000","Brazil","BR","BRA","Rio Grande do Norte","","54934","1076251820" +"Valença","Valenca","-13.3596","-39.0800","Brazil","BR","BRA","Bahia","","63231","1076455406" +"Caruaru","Caruaru","-8.2800","-35.9800","Brazil","BR","BRA","Pernambuco","","242094","1076397475" +"Campina Grande","Campina Grande","-7.2300","-35.8800","Brazil","BR","BRA","Paraíba","","417261","1076218697" +"Nova Cruz","Nova Cruz","-6.4696","-35.4400","Brazil","BR","BRA","Rio Grande do Norte","","23166","1076169350" +"Fortaleza","Fortaleza","-3.7500","-38.5800","Brazil","BR","BRA","Ceará","admin","3602319","1076567885" +"Itapetinga","Itapetinga","-15.2500","-40.2500","Brazil","BR","BRA","Bahia","","59721","1076005350" +"Russas","Russas","-4.9400","-37.9800","Brazil","BR","BRA","Ceará","","39465","1076843360" +"Patos","Patos","-7.0196","-37.2900","Brazil","BR","BRA","Paraíba","","92575","1076232522" +"Pindamonhangaba","Pindamonhangaba","-22.9200","-45.4700","Brazil","BR","BRA","São Paulo","","132218","1076937468" +"Ipú","Ipu","-4.3196","-40.7201","Brazil","BR","BRA","Ceará","","26678","1076972725" +"Itapeva","Itapeva","-23.9796","-48.8800","Brazil","BR","BRA","São Paulo","","62957","1076767110" +"Itapetininga","Itapetininga","-23.5900","-48.0400","Brazil","BR","BRA","São Paulo","","126243","1076425970" +"Itu","Itu","-23.2600","-47.3000","Brazil","BR","BRA","São Paulo","","320170","1076622789" +"Campo Maior","Campo Maior","-4.8200","-42.1800","Brazil","BR","BRA","Piauí","","31739","1076002814" +"Picos","Picos","-7.0800","-41.4400","Brazil","BR","BRA","Piauí","","57495","1076752928" +"Piripiri","Piripiri","-4.2696","-41.7900","Brazil","BR","BRA","Piauí","","44864","1076867493" +"Campinas","Campinas","-22.9000","-47.1000","Brazil","BR","BRA","São Paulo","","2791000","1076145766" +"Catanduva","Catanduva","-21.1400","-48.9800","Brazil","BR","BRA","São Paulo","","109612","1076772178" +"Timon","Timon","-5.1150","-42.8450","Brazil","BR","BRA","Maranhão","","203157","1076758286" +"Teresina","Teresina","-5.0950","-42.7800","Brazil","BR","BRA","Piauí","admin","907000","1076727667" +"Canela","Canela","-29.3600","-50.8100","Brazil","BR","BRA","Rio Grande do Sul","","60806","1076049094" +"Barra do Bugres","Barra do Bugres","-15.0696","-57.1900","Brazil","BR","BRA","Mato Grosso","","31311","1076717726" +"Governador Valadares","Governador Valadares","-18.8700","-41.9700","Brazil","BR","BRA","Minas Gerais","","250878","1076271003" +"Guanhães","Guanhaes","-18.7800","-42.9500","Brazil","BR","BRA","Minas Gerais","","23727","1076235295" +"Salgueiro","Salgueiro","-8.0596","-39.1300","Brazil","BR","BRA","Pernambuco","","42152","1076679973" +"Linhares","Linhares","-19.3900","-40.0500","Brazil","BR","BRA","Espírito Santo","","105075","1076355611" +"Blumenau","Blumenau","-26.9200","-49.0900","Brazil","BR","BRA","Santa Catarina","","293949","1076618665" +"Santa Cruz Cabrália","Santa Cruz Cabralia","-16.2800","-39.0300","Brazil","BR","BRA","Bahia","","19545","1076118882" +"São José de Ribamar","Sao Jose de Ribamar","-2.5500","-44.0700","Brazil","BR","BRA","Maranhão","","55265","1076976057" +"São Mateus","Sao Mateus","-18.7296","-39.8600","Brazil","BR","BRA","Espírito Santo","","77117","1076829621" +"São Luís","Sao Luis","-2.5160","-44.2660","Brazil","BR","BRA","Maranhão","admin","1038000","1076819308" +"Rosário","Rosario","-2.9400","-44.2600","Brazil","BR","BRA","Maranhão","","6798","1076804900" +"Porto Seguro","Porto Seguro","-16.4296","-39.0800","Brazil","BR","BRA","Bahia","","123173","1076932180" +"Nanuque","Nanuque","-17.8400","-40.3500","Brazil","BR","BRA","Minas Gerais","","37824","1076083471" +"Alvorada","Alvorada","-12.4700","-49.0820","Brazil","BR","BRA","Tocantins","","10232","1076121080" +"Ipatinga","Ipatinga","-19.4796","-42.5200","Brazil","BR","BRA","Minas Gerais","","407894","1076484921" +"Nova Lima","Nova Lima","-19.9800","-43.8500","Brazil","BR","BRA","Minas Gerais","","88399","1076876220" +"Diamantina","Diamantina","-18.2400","-43.6100","Brazil","BR","BRA","Minas Gerais","","37343","1076865092" +"Itapecuru Mirim","Itapecuru Mirim","-3.4000","-44.3600","Brazil","BR","BRA","Maranhão","","34943","1076422017" +"Bocaiúva","Bocaiuva","-17.1096","-43.8100","Brazil","BR","BRA","Minas Gerais","","32114","1076639320" +"Nova Viçosa","Nova Vicosa","-17.8800","-39.3700","Brazil","BR","BRA","Bahia","","55980","1076116919" +"Itamaraju","Itamaraju","-17.0396","-39.5299","Brazil","BR","BRA","Bahia","","47628","1076241282" +"Montes Claros","Montes Claros","-16.7200","-43.8600","Brazil","BR","BRA","Minas Gerais","","332379","1076113275" +"Caratinga","Caratinga","-19.7900","-42.1400","Brazil","BR","BRA","Minas Gerais","","60066","1076504581" +"Ubá","Uba","-21.1196","-42.9500","Brazil","BR","BRA","Minas Gerais","","97828","1076389529" +"Alta Floresta","Alta Floresta","-9.9000","-55.9100","Brazil","BR","BRA","Mato Grosso","","40466","1076069666" +"Ponte Nova","Ponte Nova","-20.4096","-42.9000","Brazil","BR","BRA","Minas Gerais","","48187","1076567178" +"Castanhal","Castanhal","-1.2896","-47.9300","Brazil","BR","BRA","Pará","","137406","1076216938" +"Conselheiro Lafaiete","Conselheiro Lafaiete","-20.6700","-43.7900","Brazil","BR","BRA","Minas Gerais","","111596","1076456009" +"Juiz de Fora","Juiz de Fora","-21.7700","-43.3750","Brazil","BR","BRA","Minas Gerais","","470193","1076006144" +"Leopoldina","Leopoldina","-21.5300","-42.6400","Brazil","BR","BRA","Minas Gerais","","46742","1076352077" +"Cachoeiro de Itapemirim","Cachoeiro de Itapemirim","-20.8500","-41.1300","Brazil","BR","BRA","Espírito Santo","","187019","1076536175" +"Barbacena","Barbacena","-21.2200","-43.7700","Brazil","BR","BRA","Minas Gerais","","122211","1076877003" +"Florianópolis","Florianopolis","-27.5800","-48.5200","Brazil","BR","BRA","Santa Catarina","admin","1023000","1076190259" +"Porto Nacional","Porto Nacional","-10.7000","-48.4199","Brazil","BR","BRA","Tocantins","","9129","1076043090" +"Principe da Beira","Principe da Beira","-12.4167","-64.4166","Brazil","BR","BRA","Rondônia","","956","1076482734" +"Itajaí","Itajai","-26.8996","-48.6800","Brazil","BR","BRA","Santa Catarina","","327126","1076348188" +"Belém","Belem","-1.4500","-48.4800","Brazil","BR","BRA","Pará","admin","2167000","1076646823" +"Palmas","Palmas","-10.2377","-48.2878","Brazil","BR","BRA","Tocantins","admin","235315","1076052802" +"Xinguara","Xinguara","-7.1006","-49.9480","Brazil","BR","BRA","Pará","","4047","1076290442" +"Bragança","Braganca","-1.0500","-46.7700","Brazil","BR","BRA","Pará","","57163","1076855072" +"Vitória","Vitoria","-20.3240","-40.3660","Brazil","BR","BRA","Espírito Santo","admin","1704000","1076376829" +"Parintins","Parintins","-2.6100","-56.7400","Brazil","BR","BRA","Amazonas","","64428","1076090375" +"Viseu","Viseu","-1.1965","-46.1400","Brazil","BR","BRA","Pará","","18958","1076429547" +"Colíder","Colider","-10.8173","-55.4506","Brazil","BR","BRA","Mato Grosso","","27139","1076780919" +"Sinop","Sinop","-11.8500","-55.4600","Brazil","BR","BRA","Mato Grosso","","8961","1076876295" +"Campos","Campos","-21.7500","-41.3200","Brazil","BR","BRA","Rio de Janeiro","","387417","1076606365" +"Petrolina","Petrolina","-9.3800","-40.5100","Brazil","BR","BRA","Pernambuco","","260985","1076843988" +"Juazeiro","Juazeiro","-9.4200","-40.5000","Brazil","BR","BRA","Bahia","","95132","1076632040" +"Brumado","Brumado","-14.2100","-41.6700","Brazil","BR","BRA","Bahia","","41989","1076669684" +"Osório","Osorio","-29.8800","-50.2700","Brazil","BR","BRA","Rio Grande do Sul","","34628","1076367566" +"Rio de Janeiro","Rio de Janeiro","-22.9250","-43.2250","Brazil","BR","BRA","Rio de Janeiro","admin","11748000","1076887657" +"Breves","Breves","-1.6800","-50.4900","Brazil","BR","BRA","Pará","","47164","1076061751" +"Jaboticabal","Jaboticabal","-21.2500","-48.3300","Brazil","BR","BRA","São Paulo","","69394","1076368201" +"Lajes","Lajes","-27.8096","-50.3100","Brazil","BR","BRA","Santa Catarina","","164676","1076517475" +"Araguaína","Araguaina","-7.1900","-48.2100","Brazil","BR","BRA","Tocantins","","50444","1076632868" +"Marabá","Maraba","-5.3500","-49.1160","Brazil","BR","BRA","Pará","","166182","1076974144" +"Itupiranga","Itupiranga","-5.1200","-49.3000","Brazil","BR","BRA","Pará","","21301","1076086545" +"Barras","Barras","-4.2500","-42.3000","Brazil","BR","BRA","Piauí","","21597","1076766658" +"Rolim de Moura","Rolim de Moura","-11.7302","-61.7806","Brazil","BR","BRA","Rondônia","","24516","1076556836" +"São José dos Campos","Sao Jose dos Campos","-23.2000","-45.8799","Brazil","BR","BRA","São Paulo","","753769","1076783887" +"Gurupi","Gurupi","-11.7196","-49.0600","Brazil","BR","BRA","Tocantins","","64789","1076649238" +"Itaberaba","Itaberaba","-12.5196","-40.3000","Brazil","BR","BRA","Bahia","","47301","1076160849" +"Macaé","Macae","-22.3800","-41.7900","Brazil","BR","BRA","Rio de Janeiro","","143029","1076074287" +"Miracema","Miracema","-21.4100","-42.2000","Brazil","BR","BRA","Rio de Janeiro","","26684","1076359191" +"Niterói","Niteroi","-22.9000","-43.1000","Brazil","BR","BRA","Rio de Janeiro","","1500513","1076501425" +"Marília","Marilia","-22.2100","-49.9500","Brazil","BR","BRA","São Paulo","","212218","1076042151" +"Franca","Franca","-20.5300","-47.3900","Brazil","BR","BRA","São Paulo","","305041","1076740256" +"Maués","Maues","-3.3896","-57.7200","Brazil","BR","BRA","Amazonas","","32561","1076490155" +"Guaratinguetá","Guaratingueta","-22.8200","-45.1900","Brazil","BR","BRA","São Paulo","","203580","1076125544" +"Santarém","Santarem","-2.4333","-54.7000","Brazil","BR","BRA","Pará","","230428","1076256494" +"Garça","Garca","-22.2200","-49.6600","Brazil","BR","BRA","São Paulo","","41302","1076270928" +"Ourinhos","Ourinhos","-22.9700","-49.8700","Brazil","BR","BRA","São Paulo","","97799","1076551408" +"Jaú","Jau","-22.2896","-48.5700","Brazil","BR","BRA","São Paulo","","119206","1076312559" +"Tatuí","Tatui","-23.3500","-47.8600","Brazil","BR","BRA","São Paulo","","93580","1076587962" +"Taubaté","Taubate","-23.0195","-45.5600","Brazil","BR","BRA","São Paulo","","403560","1076146252" +"Santos","Santos","-23.9537","-46.3329","Brazil","BR","BRA","São Paulo","","1709000","1076033299" +"São João da Boa Vista","Sao Joao da Boa Vista","-21.9800","-46.7900","Brazil","BR","BRA","São Paulo","","76540","1076459561" +"Barra do Garças","Barra do Garcas","-15.8796","-52.2600","Brazil","BR","BRA","Mato Grosso","","52398","1076425403" +"São José do Rio Preto","Sao Jose do Rio Preto","-20.7996","-49.3900","Brazil","BR","BRA","São Paulo","","374699","1076760827" +"Jundiaí","Jundiai","-23.2000","-46.8800","Brazil","BR","BRA","São Paulo","","505548","1076998392" +"Coari","Coari","-4.0800","-63.1300","Brazil","BR","BRA","Amazonas","","53305","1076899406" +"Ribeirão Preto","Ribeirao Preto","-21.1700","-47.8300","Brazil","BR","BRA","São Paulo","","551267","1076524478" +"Novo Horizonte","Novo Horizonte","-21.4596","-49.2200","Brazil","BR","BRA","São Paulo","","30158","1076842025" +"Abaetetuba","Abaetetuba","-1.7245","-48.8849","Brazil","BR","BRA","Pará","","79420","1076974632" +"Tocantinópolis","Tocantinopolis","-6.3196","-47.4200","Brazil","BR","BRA","Tocantins","","8750","1076917053" +"Amapá","Amapa","2.0500","-50.8000","Brazil","BR","BRA","Amapá","","1947","1076834242" +"Vila Velha","Vila Velha","3.2167","-51.2167","Brazil","BR","BRA","Amapá","","1209091","1076575691" +"São Gabriel da Cachoeira","Sao Cabriel da Cachoeira","-0.1332","-67.0833","Brazil","BR","BRA","Amazonas","","15231","1076863074" +"Tefé","Tefe","-3.3600","-64.7000","Brazil","BR","BRA","Amazonas","","51437","1076049089" +"Fonte Boa","Fonte Boa","-2.5138","-66.0916","Brazil","BR","BRA","Amazonas","","16060","1076851330" +"Imperatriz","Imperatriz","-5.5200","-47.4900","Brazil","BR","BRA","Maranhão","","218106","1076486025" +"Niquelândia","Niquelandia","-14.4696","-48.4700","Brazil","BR","BRA","Goiás","","27541","1076682103" +"Goianésia","Goianesia","-15.3096","-49.1300","Brazil","BR","BRA","Goiás","","47883","1076636505" +"Ceres","Ceres","-15.3033","-49.6052","Brazil","BR","BRA","Goiás","","18759","1076087042" +"Portel","Portel","-1.9500","-50.8200","Brazil","BR","BRA","Pará","","21315","1076977846" +"Canoinhas","Canoinhas","-26.1800","-50.4000","Brazil","BR","BRA","Santa Catarina","","41498","1076606234" +"Altamira","Altamira","-3.1996","-52.2100","Brazil","BR","BRA","Pará","","70888","1076710878" +"Boa Vista","Boa Vista","2.8161","-60.6660","Brazil","BR","BRA","Roraima","admin","235150","1076621300" +"São Paulo","Sao Paulo","-23.5587","-46.6250","Brazil","BR","BRA","São Paulo","admin","18845000","1076532519" +"Macapá","Macapa","0.0330","-51.0500","Brazil","BR","BRA","Amapá","admin","499166","1076189884" +"Itacoatiara","Itacoatiara","-3.1400","-58.4400","Brazil","BR","BRA","Amazonas","","51509","1076759384" +"Alenquer","Alenquer","-1.9396","-54.7900","Brazil","BR","BRA","Pará","","26290","1076529970" +"Porto Santana","Porto Santana","-0.0396","-51.1800","Brazil","BR","BRA","Amapá","","83927","1076974952" +"Barcelos","Barcelos","-0.9750","-62.9239","Brazil","BR","BRA","Amazonas","","12584","1076105080" +"Tonantins","Tonantins","-2.8727","-67.8019","Brazil","BR","BRA","Amazonas","","4561","1076820908" +"Imbituba","Imbituba","-28.2296","-48.6600","Brazil","BR","BRA","Santa Catarina","","43450","1076391605" +"Balsas","Balsas","-7.5200","-46.0500","Brazil","BR","BRA","Maranhão","","68056","1076067021" +"Eirunepé","Eirunepe","-6.6600","-69.8738","Brazil","BR","BRA","Amazonas","","21750","1076884388" +"Porto Velho","Porto Velho","-8.7500","-63.9000","Brazil","BR","BRA","Rondônia","admin","306180","1076045591" +"Brusque","Brusque","-27.1300","-48.9300","Brazil","BR","BRA","Santa Catarina","","88284","1076418225" +"Americana","Americana","-22.7499","-47.3300","Brazil","BR","BRA","São Paulo","","479472","1076922153" +"Limeira","Limeira","-22.5495","-47.4000","Brazil","BR","BRA","São Paulo","","289665","1076508566" +"Piracicaba","Piracicaba","-22.7100","-47.6400","Brazil","BR","BRA","São Paulo","","342209","1076166252" +"Pirassununga","Pirassununga","-21.9900","-47.4300","Brazil","BR","BRA","São Paulo","","60413","1076467647" +"Rio Claro","Rio Claro","-22.4100","-47.5600","Brazil","BR","BRA","São Paulo","","180147","1076411428" +"São Carlos","Sao Carlos","-22.0200","-47.8900","Brazil","BR","BRA","São Paulo","","205035","1076673445" +"Três Lagoas","Tres Lagoas","-20.7900","-51.7200","Brazil","BR","BRA","Mato Grosso do Sul","","78712","1076281782" +"Andradina","Andradina","-20.9096","-51.3799","Brazil","BR","BRA","São Paulo","","52406","1076417183" +"Bragança Paulista","Braganca Paulista","-22.9500","-46.5500","Brazil","BR","BRA","São Paulo","","127676","1076245528" +"Nova Friburgo","Nova Friburgo","-22.2600","-42.5400","Brazil","BR","BRA","Rio de Janeiro","","171991","1076922983" +"Cabo Frio","Cabo Frio","-22.8900","-42.0400","Brazil","BR","BRA","Rio de Janeiro","","261721","1076449553" +"Nova Iguaçu","Nova Iguacu","-22.7400","-43.4700","Brazil","BR","BRA","Rio de Janeiro","","844583","1076339714" +"Petrópolis","Petropolis","-22.5095","-43.2000","Brazil","BR","BRA","Rio de Janeiro","","286071","1076352504" +"Nassau","Nassau","25.0834","-77.3500","Bahamas, The","BS","BHS","","primary","227940","1044318561" +"Freeport","Freeport","26.5333","-78.7000","Bahamas, The","BS","BHS","City of Freeport","","25383","1044291614" +"Mongar","Mongar","27.2747","91.2396","Bhutan","BT","BTN","Mongar","admin","","1064208677" +"Pemagatshel","Pemagatshel","27.0380","91.4031","Bhutan","BT","BTN","Pemagatshel","admin","","1064215849" +"Samdrup Jongkhar","Samdrup Jongkhar","26.8007","91.5052","Bhutan","BT","BTN","Samdrup Jongkhar","admin","","1064656050" +"Gasa","Gasa","27.9067","89.7304","Bhutan","BT","BTN","Gasa","admin","","1064761583" +"Thimphu","Thimphu","27.4730","89.6390","Bhutan","BT","BTN","Thimphu","primary","98676","1064010361" +"Trashigang","Trashigang","27.3331","91.5542","Bhutan","BT","BTN","Trashigang","admin","","1064123227" +"Lhuentse","Lhuentse","27.6679","91.1839","Bhutan","BT","BTN","Lhuentse","admin","","1064227529" +"Trashi Yangtse","Trashi Yangtse","27.6116","91.4980","Bhutan","BT","BTN","Trashi Yangtse","admin","","1064210713" +"Wangdue Prodrang","Wangdue Prodrang","27.4333","89.9167","Bhutan","BT","BTN","Wangdue Phodrang","admin","5000","1064353953" +"Punakha","Punakha","27.6333","89.8333","Bhutan","BT","BTN","Punakha","admin","5000","1064171188" +"Haa","Haa","27.3685","89.2918","Bhutan","BT","BTN","Haa","admin","","1064717667" +"Trongsa","Trongsa","27.5026","90.5072","Bhutan","BT","BTN","Trongsa","admin","","1064630357" +"Zhemgang","Zhemgang","27.2169","90.6579","Bhutan","BT","BTN","Zhemgang","admin","","1064512651" +"Jakar","Jakar","27.5492","90.7525","Bhutan","BT","BTN","Bumthang","admin","","1064194738" +"Sarpang","Sarpang","26.8639","90.2674","Bhutan","BT","BTN","Sarpang","admin","","1064362339" +"Tsirang","Tsirang","27.0219","90.1229","Bhutan","BT","BTN","Tsirang","admin","","1064617460" +"Paro","Paro","27.3833","89.5167","Bhutan","BT","BTN","Paro","admin","15000","1064216277" +"Samtse","Samtse","26.8990","89.0995","Bhutan","BT","BTN","Samtse","admin","","1064763429" +"Daga","Daga","27.0753","89.8769","Bhutan","BT","BTN","Dagana","admin","","1064785735" +"Tsimasham","Tsimasham","27.0989","89.5360","Bhutan","BT","BTN","Chhukha","admin","","1064167489" +"Mohembo","Mohembo","-18.2996","21.8000","Botswana","BW","BWA","","","757","1072113578" +"Ghanzi","Ghanzi","-21.6996","21.6400","Botswana","BW","BWA","Ghanzi","admin","6306","1072132620" +"Nokaneng","Nokaneng","-19.6696","22.2700","Botswana","BW","BWA","","","1763","1072707427" +"Lokhwabe","Lokhwabe","-24.1696","21.8300","Botswana","BW","BWA","","","1473","1072642304" +"Lehututu","Lehututu","-23.9696","21.8700","Botswana","BW","BWA","","","1942","1072398415" +"Tshabong","Tshabong","-26.0095","22.4000","Botswana","BW","BWA","Kgalagadi","admin","9679","1072830877" +"Tsau","Tsau","-20.1596","22.4600","Botswana","BW","BWA","","","1409","1072736607" +"Mochudi","Mochudi","-24.3770","26.1520","Botswana","BW","BWA","Kgatleng","admin","39700","1072876960" +"Nata","Nata","-20.2095","26.1900","Botswana","BW","BWA","","","4794","1072462404" +"Maun","Maun","-19.9896","23.4200","Botswana","BW","BWA","North West","admin","49945","1072985345" +"Serowe","Serowe","-22.3900","26.7100","Botswana","BW","BWA","Central","admin","48573","1072708388" +"Kanye","Kanye","-24.9696","25.3400","Botswana","BW","BWA","Southern","admin","46831","1072506645" +"Mahalapye","Mahalapye","-23.1000","26.8200","Botswana","BW","BWA","Central","","50744","1072304817" +"Palapye","Palapye","-22.5596","27.1300","Botswana","BW","BWA","Central","","30650","1072264514" +"Molepolole","Molepolole","-24.4000","25.5100","Botswana","BW","BWA","Kweneng","admin","63248","1072560529" +"Mopipi","Mopipi","-21.1795","24.8800","Botswana","BW","BWA","Central","","3301","1072326657" +"Kasane","Kasane","-17.8096","25.1500","Botswana","BW","BWA","Chobe","admin","9250","1072217316" +"Sowa Town","Sowa Town","-20.5636","26.2244","Botswana","BW","BWA","Sowa Town","admin","","1072487689" +"Ramotswa","Ramotswa","-24.8716","25.8699","Botswana","BW","BWA","South East","admin","","1072070629" +"Masunga","Masunga","-20.6245","27.4488","Botswana","BW","BWA","North East","admin","","1072609074" +"Gaborone","Gaborone","-24.6463","25.9119","Botswana","BW","BWA","Gaborone","primary","208411","1072756768" +"Jwaneng","Jwaneng","-24.6017","24.7281","Botswana","BW","BWA","Jwaneng","admin","","1072118187" +"Lobatse","Lobatse","-25.2196","25.6800","Botswana","BW","BWA","Lobatse","admin","69804","1072740062" +"Selibe Phikwe","Selibe Phikwe","-21.9758","27.8347","Botswana","BW","BWA","Selibe Phikwe","admin","","1072308184" +"Francistown","Francistown","-21.1700","27.5000","Botswana","BW","BWA","Francistown","admin","89979","1072124168" +"Minsk","Minsk","53.9000","27.5666","Belarus","BY","BLR","","primary","1805000","1112348503" +"Brest","Brest","52.1000","23.7000","Belarus","BY","BLR","Brestskaya Voblasts’","admin","300715","1112896927" +"Lida","Lida","53.8885","25.2846","Belarus","BY","BLR","Hrodzyenskaya Voblasts’","","100216","1112110662" +"Baranavichy","Baranavichy","53.1368","26.0134","Belarus","BY","BLR","Brestskaya Voblasts’","minor","168772","1112421165" +"Mazyr","Mazyr","52.0460","29.2722","Belarus","BY","BLR","Homyel’skaya Voblasts’","minor","112137","1112704173" +"Hrodna","Hrodna","53.6779","23.8341","Belarus","BY","BLR","Hrodzyenskaya Voblasts’","admin","317365","1112187197" +"Pinsk","Pinsk","52.1279","26.0941","Belarus","BY","BLR","Brestskaya Voblasts’","minor","130777","1112209279" +"Maladzyechna","Maladzyechna","54.3188","26.8653","Belarus","BY","BLR","Minskaya Voblasts’","minor","101300","1112822882" +"Barysaw","Barysaw","54.2260","28.4922","Belarus","BY","BLR","Minskaya Voblasts’","minor","155389","1112659163" +"Polatsk","Polatsk","55.4894","28.7860","Belarus","BY","BLR","Vitsyebskaya Voblasts’","minor","82258","1112068992" +"Orsha","Orsha","54.5153","30.4215","Belarus","BY","BLR","Vitsyebskaya Voblasts’","minor","135206","1112188007" +"Babruysk","Babruysk","53.1266","29.1928","Belarus","BY","BLR","Mahilyowskaya Voblasts’","minor","220517","1112573808" +"Homyel","Homyel","52.4300","31.0000","Belarus","BY","BLR","Homyel’skaya Voblasts’","admin","480951","1112580227" +"Mahilyow","Mahilyow","53.8985","30.3247","Belarus","BY","BLR","Mahilyowskaya Voblasts’","admin","369200","1112518993" +"Vitsyebsk","Vitsyebsk","55.1887","30.1853","Belarus","BY","BLR","Vitsyebskaya Voblasts’","admin","342700","1112480679" +"Belmopan","Belmopan","17.2520","-88.7671","Belize","BZ","BLZ","Cayo","primary","15220","1084586375" +"Corozal","Corozal","18.3980","-88.3880","Belize","BZ","BLZ","Corozal","admin","8724","1084938400" +"Belize City","Belize City","17.4987","-88.1884","Belize","BZ","BLZ","Belize","admin","63028","1084150679" +"Dangriga","Dangriga","16.9700","-88.2200","Belize","BZ","BLZ","Stann Creek","admin","10750","1084718311" +"Orange Walk","Orange Walk","18.0904","-88.5600","Belize","BZ","BLZ","Orange Walk","admin","20835","1084547220" +"Punta Gorda","Punta Gorda","16.1003","-88.8100","Belize","BZ","BLZ","Toledo","admin","7748","1084536442" +"El Cayo","El Cayo","17.1560","-89.0610","Belize","BZ","BLZ","Cayo","admin","16977","1084924884" +"Selkirk","Selkirk","50.1500","-96.8833","Canada","CA","CAN","Manitoba","","9986","1124499880" +"Trepassey","Trepassey","46.7370","-53.3633","Canada","CA","CAN","Newfoundland and Labrador","","398","1124344083" +"Schefferville","Schefferville","54.8000","-66.8167","Canada","CA","CAN","Québec","","471","1124403382" +"Whitehorse","Whitehorse","60.7167","-135.0500","Canada","CA","CAN","Yukon","admin","23276","1124348186" +"Trout River","Trout River","49.4837","-58.1166","Canada","CA","CAN","Newfoundland and Labrador","","452","1124733447" +"Yorkton","Yorkton","51.2171","-102.4665","Canada","CA","CAN","Saskatchewan","","15172","1124108820" +"Antigonish","Antigonish","45.6269","-61.9982","Canada","CA","CAN","Nova Scotia","","6739","1124839247" +"Gander","Gander","48.9500","-54.5500","Canada","CA","CAN","Newfoundland and Labrador","","3345","1124310517" +"Berens River","Berens River","52.3666","-97.0333","Canada","CA","CAN","Manitoba","","892","1124806860" +"Port-Menier","Port-Menier","49.8226","-64.3480","Canada","CA","CAN","Québec","","263","1124109240" +"Wetaskiwin","Wetaskiwin","52.9666","-113.3833","Canada","CA","CAN","Alberta","","11823","1124492484" +"Shamattawa","Shamattawa","55.8504","-92.0833","Canada","CA","CAN","Manitoba","","870","1124131561" +"Steinbach","Steinbach","49.5171","-96.6833","Canada","CA","CAN","Manitoba","","9729","1124152692" +"Thunder Bay","Thunder Bay","48.4462","-89.2750","Canada","CA","CAN","Ontario","","99334","1124398712" +"Oshawa","Oshawa","43.8800","-78.8500","Canada","CA","CAN","Ontario","","450963","1124541904" +"Chicoutimi","Chicoutimi","48.4333","-71.0667","Canada","CA","CAN","Québec","","53940","1124426272" +"Melville","Melville","50.9333","-102.8000","Canada","CA","CAN","Saskatchewan","","4279","1124823140" +"Brooks","Brooks","50.5671","-111.9000","Canada","CA","CAN","Alberta","","14163","1124093123" +"Dauphin","Dauphin","51.1500","-100.0500","Canada","CA","CAN","Manitoba","","9077","1124144510" +"Smithers","Smithers","54.7666","-127.1666","Canada","CA","CAN","British Columbia","","6245","1124191574" +"Terrace","Terrace","54.5000","-128.5833","Canada","CA","CAN","British Columbia","","19443","1124878479" +"Lutselke","Lutselke","62.4001","-110.7333","Canada","CA","CAN","Northwest Territories","","102","1124525451" +"Resolute","Resolute","74.6833","-94.9000","Canada","CA","CAN","Nunavut","","250","1124211405" +"Quesnel","Quesnel","52.9837","-122.4833","Canada","CA","CAN","British Columbia","","13788","1124028015" +"Island Lake","Island Lake","53.9666","-94.7666","Canada","CA","CAN","Manitoba","","10","1124887306" +"Halifax","Halifax","44.6500","-63.6000","Canada","CA","CAN","Nova Scotia","admin","359111","1124130981" +"Watson Lake","Watson Lake","60.1166","-128.8000","Canada","CA","CAN","Yukon","","802","1124162676" +"Sydney","Sydney","46.0661","-60.1800","Canada","CA","CAN","Nova Scotia","","37538","1124205375" +"Dawson Creek","Dawson Creek","55.7670","-120.2333","Canada","CA","CAN","British Columbia","","10802","1124081402" +"Uranium City","Uranium City","59.5666","-108.6166","Canada","CA","CAN","Saskatchewan","","89","1124993293" +"Timmins","Timmins","48.4666","-81.3333","Canada","CA","CAN","Ontario","","34974","1124760634" +"Saskatoon","Saskatoon","52.1700","-106.6700","Canada","CA","CAN","Saskatchewan","","198958","1124612546" +"Iqaluit","Iqaluit","63.7505","-68.5002","Canada","CA","CAN","Nunavut","admin","6124","1124379539" +"Alert","Alert","82.4833","-62.2500","Canada","CA","CAN","Nunavut","","125","1124921853" +"Thessalon","Thessalon","46.2500","-83.5500","Canada","CA","CAN","Ontario","","1464","1124087342" +"Yellowknife","Yellowknife","62.4420","-114.3970","Canada","CA","CAN","Northwest Territories","admin","19234","1124208917" +"Camrose","Camrose","53.0167","-112.8166","Canada","CA","CAN","Alberta","","15808","1124351657" +"Campbell River","Campbell River","50.0171","-125.2500","Canada","CA","CAN","British Columbia","","33430","1124851971" +"Revelstoke","Revelstoke","51.0005","-118.1833","Canada","CA","CAN","British Columbia","","7668","1124070926" +"Meadow Lake","Meadow Lake","54.1301","-108.4347","Canada","CA","CAN","Saskatchewan","","5882","1124434578" +"Atikokan","Atikokan","48.7504","-91.6166","Canada","CA","CAN","Ontario","","3625","1124868159" +"Creston","Creston","49.1000","-116.5167","Canada","CA","CAN","British Columbia","","4816","1124204302" +"Gillam","Gillam","56.3500","-94.7000","Canada","CA","CAN","Manitoba","","1281","1124560722" +"Cranbrook","Cranbrook","49.5167","-115.7667","Canada","CA","CAN","British Columbia","","18610","1124937794" +"Little Current","Little Current","45.9670","-81.9333","Canada","CA","CAN","Ontario","","1595","1124386809" +"Calgary","Calgary","51.0830","-114.0800","Canada","CA","CAN","Alberta","","1110000","1124690423" +"Big Beaver House","Big Beaver House","52.9500","-89.8833","Canada","CA","CAN","Ontario","","10","1124557709" +"Parry Sound","Parry Sound","45.3337","-80.0330","Canada","CA","CAN","Ontario","","7105","1124245809" +"Kamloops","Kamloops","50.6667","-120.3333","Canada","CA","CAN","British Columbia","","68714","1124735582" +"Dolbeau","Dolbeau","48.8666","-72.2333","Canada","CA","CAN","Québec","","13337","1124037070" +"St. John's","St. John's","47.5850","-52.6810","Canada","CA","CAN","Newfoundland and Labrador","admin","131469","1124741456" +"Lansdowne House","Lansdowne House","52.2166","-87.8833","Canada","CA","CAN","Ontario","","120","1124130748" +"Paulatuk","Paulatuk","69.3833","-123.9833","Canada","CA","CAN","Northwest Territories","","294","1124599203" +"Attawapiskat","Attawapiskat","52.9166","-82.4333","Canada","CA","CAN","Ontario","","1802","1124363788" +"Rimouski","Rimouski","48.4337","-68.5167","Canada","CA","CAN","Québec","","35584","1124433645" +"Grand Prairie","Grand Prairie","55.1666","-118.8000","Canada","CA","CAN","Alberta","","41462","1124505481" +"La Sarre","La Sarre","48.8000","-79.2000","Canada","CA","CAN","Québec","","7206","1124902252" +"Mingan","Mingan","50.3018","-64.0173","Canada","CA","CAN","Québec","","588","1124305694" +"Prince Albert","Prince Albert","53.2000","-105.7500","Canada","CA","CAN","Saskatchewan","","34609","1124158154" +"Moose Jaw","Moose Jaw","50.4000","-105.5500","Canada","CA","CAN","Saskatchewan","","32166","1124806868" +"Powell River","Powell River","49.8837","-124.5500","Canada","CA","CAN","British Columbia","","12779","1124154376" +"Pangnirtung","Pangnirtung","66.1333","-65.7500","Canada","CA","CAN","Nunavut","","1320","1124731886" +"Nelson","Nelson","49.4837","-117.2833","Canada","CA","CAN","British Columbia","","11779","1124361295" +"Peace River","Peace River","56.2333","-117.2833","Canada","CA","CAN","Alberta","","5340","1124941936" +"Cobalt","Cobalt","47.3837","-79.6833","Canada","CA","CAN","Ontario","","1372","1124248298" +"New Glasgow","New Glasgow","45.5833","-62.6333","Canada","CA","CAN","Nova Scotia","","20322","1124760188" +"Arctic Bay","Arctic Bay","73.0333","-85.1666","Canada","CA","CAN","Nunavut","","604","1124556203" +"Burwash Landing","Burwash Landing","61.3504","-139.0000","Canada","CA","CAN","Yukon","","73","1124021816" +"Saint-Georges","Saint-Georges","46.1171","-70.6667","Canada","CA","CAN","Québec","","26149","1124154865" +"Vancouver","Vancouver","49.2734","-123.1216","Canada","CA","CAN","British Columbia","","2313328","1124825478" +"Medicine Hat","Medicine Hat","50.0333","-110.6833","Canada","CA","CAN","Alberta","","63138","1124303972" +"Port Hope Simpson","Port Hope Simpson","52.5333","-56.3000","Canada","CA","CAN","Newfoundland and Labrador","","197","1124159024" +"Deer Lake","Deer Lake","49.1744","-57.4269","Canada","CA","CAN","Newfoundland and Labrador","","4163","1124841556" +"Vegreville","Vegreville","53.5000","-112.0500","Canada","CA","CAN","Alberta","","5813","1124534321" +"Bella Bella","Bella Bella","52.1484","-128.1173","Canada","CA","CAN","British Columbia","","1400","1124480592" +"Rankin Inlet","Rankin Inlet","62.8167","-92.0953","Canada","CA","CAN","Nunavut","","2472","1124057160" +"Owen Sound","Owen Sound","44.5666","-80.8500","Canada","CA","CAN","Ontario","","22625","1124623613" +"Lac La Biche","Lac La Biche","54.7719","-111.9647","Canada","CA","CAN","Alberta","","2986","1124501918" +"Hopedale","Hopedale","55.4500","-60.2167","Canada","CA","CAN","Newfoundland and Labrador","","442","1124338710" +"Norway House","Norway House","53.9666","-97.8333","Canada","CA","CAN","Manitoba","","6000","1124567295" +"Coral Harbour","Coral Harbour","64.1538","-83.1766","Canada","CA","CAN","Nunavut","","834","1124748087" +"Kugluktuk","Kugluktuk","67.7987","-115.1254","Canada","CA","CAN","Nunavut","","1302","1124349489" +"Norman Wells","Norman Wells","65.2837","-126.8500","Canada","CA","CAN","Northwest Territories","","1027","1124868628" +"Fort Resolution","Fort Resolution","61.1666","-113.6830","Canada","CA","CAN","Northwest Territories","","448","1124395645" +"Fort McPherson","Fort McPherson","67.4915","-134.8950","Canada","CA","CAN","Northwest Territories","","1069","1124984904" +"Forteau","Forteau","51.4504","-56.9500","Canada","CA","CAN","Newfoundland and Labrador","","448","1124235945" +"Kuujjuaq","Kuujjuaq","58.1000","-68.4000","Canada","CA","CAN","Québec","","1273","1124705411" +"Cape Dorset","Cape Dorset","64.3125","-76.5386","Canada","CA","CAN","Nunavut","","1326","1124646146" +"Cartwright","Cartwright","53.7014","-57.0121","Canada","CA","CAN","Newfoundland and Labrador","","505","1124810278" +"Flin Flon","Flin Flon","54.7666","-101.8833","Canada","CA","CAN","Manitoba","","6393","1124500458" +"Holman","Holman","70.7334","-117.7500","Canada","CA","CAN","Northwest Territories","","500","1124762461" +"Pembroke","Pembroke","45.8503","-77.1166","Canada","CA","CAN","Ontario","","15551","1124877940" +"Baker Lake","Baker Lake","64.3170","-96.0167","Canada","CA","CAN","Nunavut","","1584","1124826935" +"Moosonee","Moosonee","51.2806","-80.6580","Canada","CA","CAN","Ontario","","1725","1124592907" +"Dryden","Dryden","49.7833","-92.8333","Canada","CA","CAN","Ontario","","7862","1124295097" +"Corner Brook","Corner Brook","48.9500","-57.9333","Canada","CA","CAN","Newfoundland and Labrador","","20791","1124244792" +"Kelowna","Kelowna","49.9000","-119.4833","Canada","CA","CAN","British Columbia","","125109","1124080626" +"Fort Smith","Fort Smith","60.0000","-111.8833","Canada","CA","CAN","Northwest Territories","","518","1124491408" +"Fort Severn","Fort Severn","55.9833","-87.6500","Canada","CA","CAN","Ontario","","125","1124513059" +"Mont-Laurier","Mont-Laurier","46.5504","-75.5000","Canada","CA","CAN","Québec","","11642","1124355399" +"Channel-Port aux Basques","Channel-Port aux Basques","47.5670","-59.1500","Canada","CA","CAN","Newfoundland and Labrador","","4220","1124993496" +"Kindersley","Kindersley","51.4670","-109.1333","Canada","CA","CAN","Saskatchewan","","4383","1124343190" +"Igloolik","Igloolik","69.2565","-81.7936","Canada","CA","CAN","Nunavut","","1612","1124253277" +"Hudson Bay","Hudson Bay","52.8504","-102.3833","Canada","CA","CAN","Saskatchewan","","2157","1124151446" +"Courtenay","Courtenay","49.6833","-125.0000","Canada","CA","CAN","British Columbia","","32793","1124324905" +"Mistassini","Mistassini","50.4171","-73.8666","Canada","CA","CAN","Québec","","2645","1124591114" +"Kingston","Kingston","44.2337","-76.4833","Canada","CA","CAN","Ontario","","114195","1124437097" +"Eastmain","Eastmain","52.2333","-78.5167","Canada","CA","CAN","Québec","","335","1124594875" +"Baie-Comeau","Baie-Comeau","49.2227","-68.1580","Canada","CA","CAN","Québec","","10435","1124859576" +"North Bay","North Bay","46.3000","-79.4500","Canada","CA","CAN","Ontario","","50170","1124058496" +"North Battleford","North Battleford","52.7666","-108.2833","Canada","CA","CAN","Saskatchewan","","19440","1124789635" +"Grise Fiord","Grise Fiord","76.4417","-82.9500","Canada","CA","CAN","Nunavut","","23","1124072601" +"Hay River","Hay River","60.8500","-115.7000","Canada","CA","CAN","Northwest Territories","","3900","1124721803" +"Stony Rapids","Stony Rapids","59.2666","-105.8333","Canada","CA","CAN","Saskatchewan","","152","1124279421" +"Hinton","Hinton","53.4000","-117.5834","Canada","CA","CAN","Alberta","","10265","1124131074" +"Toronto","Toronto","43.7000","-79.4200","Canada","CA","CAN","Ontario","admin","5213000","1124279679" +"Edmonton","Edmonton","53.5500","-113.5000","Canada","CA","CAN","Alberta","admin","1058000","1124290735" +"Gjoa Haven","Gjoa Haven","68.6333","-95.9167","Canada","CA","CAN","Nunavut","","1109","1124942230" +"Fort Simpson","Fort Simpson","61.8500","-121.3333","Canada","CA","CAN","Northwest Territories","","283","1124669512" +"Naujaat","Repulse Bay","66.5295","-86.2829","Canada","CA","CAN","Nunavut","","1000","1124398936" +"Lethbridge","Lethbridge","49.7005","-112.8333","Canada","CA","CAN","Alberta","","70617","1124321200" +"Sudbury","Sudbury","46.5000","-80.9666","Canada","CA","CAN","Ontario","","157857","1124539524" +"Swift Current","Swift Current","50.2837","-107.7666","Canada","CA","CAN","Saskatchewan","","14906","1124460875" +"Regina","Regina","50.4500","-104.6170","Canada","CA","CAN","Saskatchewan","admin","176183","1124342541" +"Cornwall","Cornwall","45.0171","-74.7333","Canada","CA","CAN","Ontario","","48821","1124938303" +"Taloyoak","Taloyoak","69.5333","-93.5333","Canada","CA","CAN","Nunavut","","774","1124099415" +"Tuktoyaktuk","Tuktoyaktuk","69.4548","-133.0492","Canada","CA","CAN","Northwest Territories","","929","1124437778" +"Deer Lake","Deer Lake","52.6170","-94.0666","Canada","CA","CAN","Ontario","","3743","1124585613" +"London","London","42.9700","-81.2500","Canada","CA","CAN","Ontario","","346765","1124469960" +"Natashquan","Natashquan","50.1913","-61.8107","Canada","CA","CAN","Québec","","722","1124631749" +"Cap-Chat","Cap-Chat","49.1000","-66.6833","Canada","CA","CAN","Québec","","1484","1124662875" +"Orillia","Orillia","44.6000","-79.4167","Canada","CA","CAN","Ontario","","37483","1124049830" +"Kenora","Kenora","49.7667","-94.4666","Canada","CA","CAN","Ontario","","10852","1124844807" +"Barrie","Barrie","44.3838","-79.7000","Canada","CA","CAN","Ontario","","182041","1124340223" +"Sherbrooke","Sherbrooke","45.4000","-71.9000","Canada","CA","CAN","Québec","","139652","1124559506" +"St. Anthony","St. Anthony","51.3837","-55.6000","Canada","CA","CAN","Newfoundland and Labrador","","224","1124808047" +"Rigolet","Rigolet","54.1766","-58.4473","Canada","CA","CAN","Newfoundland and Labrador","","124","1124015130" +"Fort Good Hope","Fort Good Hope","66.2666","-128.6333","Canada","CA","CAN","Northwest Territories","","597","1124011380" +"La Scie","La Scie","49.9670","-55.5830","Canada","CA","CAN","Newfoundland and Labrador","","817","1124371570" +"Fort St. John","Fort St. John","56.2500","-120.8333","Canada","CA","CAN","British Columbia","","18776","1124517495" +"Marathon","Marathon","48.7504","-86.3667","Canada","CA","CAN","Ontario","","4627","1124974800" +"Gaspé","Gaspe","48.8373","-64.4934","Canada","CA","CAN","Québec","","3677","1124212754" +"Nelson House","Nelson House","55.8005","-98.8500","Canada","CA","CAN","Manitoba","","2500","1124119363" +"Lillooet","Lillooet","50.6837","-121.9333","Canada","CA","CAN","British Columbia","","2893","1124632130" +"Fort McMurray","Fort McMurray","56.7333","-111.3833","Canada","CA","CAN","Alberta","","21863","1124169385" +"Jasper","Jasper","52.8833","-118.0834","Canada","CA","CAN","Alberta","","3907","1124533812" +"Buchans","Buchans","48.8170","-56.8666","Canada","CA","CAN","Newfoundland and Labrador","","685","1124564223" +"Stettler","Stettler","52.3330","-112.6833","Canada","CA","CAN","Alberta","","5494","1124010388" +"La Ronge","La Ronge","55.1000","-105.3000","Canada","CA","CAN","Saskatchewan","","3783","1124763455" +"Brochet","Brochet","57.8832","-101.6666","Canada","CA","CAN","Manitoba","","278","1124164486" +"Baddeck","Baddeck","46.1000","-60.7540","Canada","CA","CAN","Nova Scotia","","852","1124594988" +"Pond Inlet","Pond Inlet","72.6850","-78.0001","Canada","CA","CAN","Nunavut","","1549","1124788973" +"St-Augustin","St-Augustin","51.2423","-58.6470","Canada","CA","CAN","Québec","","3961","1124425707" +"Gimli","Gimli","50.6333","-97.0000","Canada","CA","CAN","Manitoba","","2623","1124472413" +"Red Lake","Red Lake","51.0337","-93.8333","Canada","CA","CAN","Ontario","","1765","1124856215" +"Stephenville","Stephenville","48.5504","-58.5666","Canada","CA","CAN","Newfoundland and Labrador","","7054","1124000201" +"Ennadai","Ennadai","61.1333","-100.8833","Canada","CA","CAN","Nunavut","","0","1124019423" +"Happy Valley - Goose Bay","Happy Valley - Goose Bay","53.3000","-60.3000","Canada","CA","CAN","Newfoundland and Labrador","","7572","1124879731" +"Williams Lake","Williams Lake","52.1166","-122.1500","Canada","CA","CAN","British Columbia","","14168","1124821980" +"Prince Rupert","Prince Rupert","54.3167","-130.3300","Canada","CA","CAN","British Columbia","","14708","1124847707" +"Chilliwack","Chilliwack","49.1666","-121.9500","Canada","CA","CAN","British Columbia","","51942","1124531262" +"Radisson","Radisson","53.7836","-77.6166","Canada","CA","CAN","Québec","","270","1124508471" +"Churchill","Churchill","58.7660","-94.1660","Canada","CA","CAN","Manitoba","","1000","1124676851" +"Port Hardy","Port Hardy","50.7171","-127.5000","Canada","CA","CAN","British Columbia","","2295","1124937351" +"Penticton","Penticton","49.5004","-119.5833","Canada","CA","CAN","British Columbia","","37721","1124613898" +"Drummondville","Drummondville","45.8833","-72.4834","Canada","CA","CAN","Québec","","59489","1124624283" +"Brandon","Brandon","49.8333","-99.9500","Canada","CA","CAN","Manitoba","","28418","1124239939" +"Argentia","Argentia","47.3004","-53.9900","Canada","CA","CAN","Newfoundland and Labrador","","1063","1124242107" +"Kimmirut","Kimmirut","62.8500","-69.8833","Canada","CA","CAN","Nunavut","","385","1124651529" +"Wiarton","Wiarton","44.7337","-81.1333","Canada","CA","CAN","Ontario","","2182","1124916771" +"Ottawa","Ottawa","45.4167","-75.7000","Canada","CA","CAN","Ontario","primary","1145000","1124399363" +"Fort Chipewyan","Fort Chipewyan","58.7171","-111.1500","Canada","CA","CAN","Alberta","","3222","1124526582" +"Fort Nelson","Fort Nelson","58.8167","-122.5330","Canada","CA","CAN","British Columbia","","6315","1124378059" +"Lynn Lake","Lynn Lake","56.8500","-101.0500","Canada","CA","CAN","Manitoba","","482","1124617750" +"Weyburn","Weyburn","49.6666","-103.8500","Canada","CA","CAN","Saskatchewan","","9362","1124618383" +"Burns Lake","Burns Lake","54.2170","-125.7666","Canada","CA","CAN","British Columbia","","2635","1124512812" +"Nain","Nain","56.5474","-61.6860","Canada","CA","CAN","Newfoundland and Labrador","","1151","1124719084" +"Prince George","Prince George","53.9167","-122.7667","Canada","CA","CAN","British Columbia","","65558","1124733292" +"Cochrane","Cochrane","49.0670","-81.0166","Canada","CA","CAN","Ontario","","4441","1124296729" +"Nipigon","Nipigon","49.0170","-88.2500","Canada","CA","CAN","Ontario","","1204","1124361489" +"Rivière-du-Loup","Riviere-du-Loup","47.8333","-69.5333","Canada","CA","CAN","Québec","","16403","1124662123" +"St.-Jerome","St.-Jerome","45.7666","-74.0000","Canada","CA","CAN","Québec","","78439","1124268324" +"Geraldton","Geraldton","49.7166","-86.9666","Canada","CA","CAN","Ontario","","1290","1124836221" +"New Liskeard","New Liskeard","47.5000","-79.6666","Canada","CA","CAN","Ontario","","5203","1124394858" +"Cat Lake","Cat Lake","51.7170","-91.8000","Canada","CA","CAN","Ontario","","277","1124908580" +"Tofino","Tofino","49.1521","-125.9031","Canada","CA","CAN","British Columbia","","1655","1124140302" +"Tsiigehtchic","Tsiigehtchic","67.4333","-133.7500","Canada","CA","CAN","Northwest Territories","","175","1124282127" +"Thompson","Thompson","55.7499","-97.8666","Canada","CA","CAN","Manitoba","","13727","1124110693" +"Abbotsford","Abbotsford","49.0504","-122.3000","Canada","CA","CAN","British Columbia","","151683","1124808029" +"Trois-Rivières","Trois Rivieres","46.3500","-72.5499","Canada","CA","CAN","Québec","","119693","1124407487" +"Peterborough","Peterborough","44.3000","-78.3333","Canada","CA","CAN","Ontario","","83627","1124440356" +"Amos","Amos","48.5666","-78.1167","Canada","CA","CAN","Québec","","10516","1124939649" +"Chapleau","Chapleau","47.8337","-83.4000","Canada","CA","CAN","Ontario","","2663","1124518288" +"Athabasca","Athabasca","54.7170","-113.2666","Canada","CA","CAN","Alberta","","2539","1124006333" +"Red Deer","Red Deer","52.2666","-113.8000","Canada","CA","CAN","Alberta","","74857","1124404130" +"Belleville","Belleville","44.1667","-77.3833","Canada","CA","CAN","Ontario","","43990","1124786959" +"Kapuskasing","Kapuskasing","49.4167","-82.4333","Canada","CA","CAN","Ontario","","9240","1124764245" +"Sioux Lookout","Sioux Lookout","50.2630","-91.9166","Canada","CA","CAN","Ontario","","4570","1124804545" +"Winnipeg","Winnipeg","49.8830","-97.1660","Canada","CA","CAN","Manitoba","admin","632063","1124224963" +"Lake Louise","Lake Louise","51.4337","-116.1833","Canada","CA","CAN","Alberta","","1248","1124619845" +"Banff","Banff","51.1780","-115.5719","Canada","CA","CAN","Alberta","","7502","1124351648" +"Doline","Doline","65.1833","-123.4167","Canada","CA","CAN","Northwest Territories","","525","1124071207" +"Cambridge Bay","Cambridge Bay","69.1170","-105.0333","Canada","CA","CAN","Nunavut","","1477","1124596377" +"Biggar","Biggar","52.0504","-107.9833","Canada","CA","CAN","Saskatchewan","","2192","1124897904" +"Nanaimo","Nanaimo","49.1460","-123.9343","Canada","CA","CAN","British Columbia","","84905","1124623893" +"Val d'Or","Val d'Or","48.1166","-77.7666","Canada","CA","CAN","Québec","","20625","1124239138" +"Hall Beach","Hall Beach","68.7675","-81.2361","Canada","CA","CAN","Nunavut","","654","1124072220" +"Oxford House","Oxford House","54.9504","-95.2666","Canada","CA","CAN","Manitoba","","184","1124490415" +"The Pas","The Pas","53.8166","-101.2333","Canada","CA","CAN","Manitoba","","6055","1124755168" +"Meander River","Meander River","59.0333","-117.6830","Canada","CA","CAN","Alberta","","200","1124688170" +"Bathurst","Bathurst","47.6000","-65.6500","Canada","CA","CAN","New Brunswick","","6111","1124816720" +"Windsor","Windsor","44.9806","-64.1291","Canada","CA","CAN","Nova Scotia","","3864","1124800737" +"Victoriaville","Victoriaville","46.0504","-71.9667","Canada","CA","CAN","Québec","","41500","1124149787" +"Brockville","Brockville","44.5893","-75.6953","Canada","CA","CAN","Ontario","","26458","1124286131" +"Hamilton","Hamilton","43.2500","-79.8300","Canada","CA","CAN","Ontario","","721053","1124567288" +"Kitchener","Kitchener","43.4500","-80.5000","Canada","CA","CAN","Ontario","","417001","1124158530" +"Victoria","Victoria","48.4333","-123.3500","Canada","CA","CAN","British Columbia","admin","289625","1124147219" +"Orangeville","Orangeville","43.9171","-80.0833","Canada","CA","CAN","Ontario","","32640","1124566061" +"Sandspit","Sandspit","53.2404","-131.8333","Canada","CA","CAN","British Columbia","","538","1124264846" +"Wawa","Wawa","48.0004","-84.7833","Canada","CA","CAN","Ontario","","2174","1124381797" +"Kangirsuk","Kangirsuk","60.0248","-69.9991","Canada","CA","CAN","Québec","","549","1124276361" +"Shawinigan","Shawinigan","46.5504","-72.7333","Canada","CA","CAN","Québec","","49161","1124441118" +"Hearst","Hearst","49.7005","-83.6666","Canada","CA","CAN","Ontario","","5043","1124376843" +"Pukatawagan","Pukatawagan","55.7333","-101.3166","Canada","CA","CAN","Manitoba","","431","1124927414" +"Arviat","Arviat","61.1086","-94.0586","Canada","CA","CAN","Nunavut","","1868","1124309634" +"Matagami","Matagami","49.7504","-77.6333","Canada","CA","CAN","Québec","","1966","1124686252" +"Saint John","Saint John","45.2670","-66.0767","Canada","CA","CAN","New Brunswick","","87857","1124631364" +"Inuvik","Inuvik","68.3500","-133.7000","Canada","CA","CAN","Northwest Territories","","3022","1124116419" +"Chesterfield Inlet","Chesterfield Inlet","63.3383","-90.7001","Canada","CA","CAN","Nunavut","","374","1124208484" +"Rouyn-Noranda","Rouyn-Noranda","48.2500","-79.0332","Canada","CA","CAN","Québec","","24602","1124267752" +"Liverpool","Liverpool","44.0400","-64.7200","Canada","CA","CAN","Nova Scotia","","4331","1124159558" +"Montréal","Montreal","45.5000","-73.5833","Canada","CA","CAN","Québec","","3678000","1124586170" +"Shelburne","Shelburne","43.7656","-65.3194","Canada","CA","CAN","Nova Scotia","","3167","1124659892" +"Yarmouth","Yarmouth","43.8308","-66.1126","Canada","CA","CAN","Nova Scotia","","7500","1124983867" +"Salluit","Salluit","62.1826","-75.6595","Canada","CA","CAN","Québec","","106","1124962070" +"Ivugivik","Ivugivik","62.4166","-77.9000","Canada","CA","CAN","Québec","","156","1124828045" +"Québec","Quebec","46.8400","-71.2456","Canada","CA","CAN","Québec","admin","624177","1124823933" +"Dawson City","Dawson City","64.0666","-139.4167","Canada","CA","CAN","Yukon","","1319","1124075766" +"Moncton","Moncton","46.0833","-64.7667","Canada","CA","CAN","New Brunswick","","90635","1124521303" +"Digby","Digby","44.6226","-65.7605","Canada","CA","CAN","Nova Scotia","","3949","1124797865" +"Fredericton","Fredericton","45.9500","-66.6333","Canada","CA","CAN","New Brunswick","admin","52337","1124061289" +"Dease Lake","Dease Lake","58.4503","-130.0333","Canada","CA","CAN","British Columbia","","303","1124864417" +"Charlottetown","Charlottetown","46.2493","-63.1313","Canada","CA","CAN","Prince Edward Island","admin","42402","1124897699" +"Inukjuak","Inukjuak","58.4700","-78.1360","Canada","CA","CAN","Québec","","1597","1124369757" +"Sarnia","Sarnia","42.9666","-82.4000","Canada","CA","CAN","Ontario","","144172","1124509835" +"Edmundston","Edmundston","47.3794","-68.3333","Canada","CA","CAN","New Brunswick","","17894","1124274233" +"Windsor","Windsor","42.3333","-83.0333","Canada","CA","CAN","Ontario","","319246","1124261024" +"Joliette","Joliette","46.0333","-73.4333","Canada","CA","CAN","Québec","","45361","1124841554" +"Amherst","Amherst","45.8166","-64.2166","Canada","CA","CAN","Nova Scotia","","9336","1124895094" +"Sept-Îles","Sept-Iles","50.3161","-66.3600","Canada","CA","CAN","Québec","","25686","1124406431" +"Kimpese","Kimpese","-5.5496","14.4333","Congo (Kinshasa)","CD","COD","Kongo Central","","10578","1180273961" +"Uvira","Uvira","-3.3700","29.1400","Congo (Kinshasa)","CD","COD","Sud-Kivu","","170391","1180205443" +"Mbandaka","Mbandaka","0.0400","18.2600","Congo (Kinshasa)","CD","COD","Équateur","admin","274996","1180720887" +"Boma","Boma","-5.8300","13.0500","Congo (Kinshasa)","CD","COD","Kongo Central","","178638","1180611452" +"Basankusu","Basankusu","1.2337","19.8000","Congo (Kinshasa)","CD","COD","Équateur","","52216","1180515335" +"Moanda","Moanda","-5.9229","12.3550","Congo (Kinshasa)","CD","COD","Kongo Central","","153915","1180108441" +"Lubutu","Lubutu","-0.7329","26.5833","Congo (Kinshasa)","CD","COD","Maniema","","1313","1180330836" +"Mbanza-Ngungu","Mbanza-Ngungu","-5.2496","14.8600","Congo (Kinshasa)","CD","COD","Kongo Central","","197545","1180474388" +"Kasongo","Kasongo","-4.4500","26.6600","Congo (Kinshasa)","CD","COD","Maniema","","63000","1180000473" +"Tshela","Tshela","-4.9696","12.9300","Congo (Kinshasa)","CD","COD","Kongo Central","","38845","1180377922" +"Buluko","Buluko","-0.7570","28.5280","Congo (Kinshasa)","CD","COD","Nord-Kivu","","1192","1180000569" +"Beni","Beni","0.4904","29.4500","Congo (Kinshasa)","CD","COD","Nord-Kivu","","332903","1180325051" +"Kampene","Kampene","-3.5995","26.6700","Congo (Kinshasa)","CD","COD","Maniema","","37034","1180064621" +"Goma","Goma","-1.6788","29.2218","Congo (Kinshasa)","CD","COD","Nord-Kivu","admin","144124","1180805022" +"Mwenga","Mwenga","-3.0382","28.4325","Congo (Kinshasa)","CD","COD","Sud-Kivu","","2216","1180606289" +"Kalima","Kalima","-2.5096","26.4300","Congo (Kinshasa)","CD","COD","Maniema","","194","1180335450" +"Kindu","Kindu","-2.9639","25.9100","Congo (Kinshasa)","CD","COD","Maniema","admin","262914","1180106925" +"Bukavu","Bukavu","-2.5100","28.8400","Congo (Kinshasa)","CD","COD","Sud-Kivu","admin","436779","1180475821" +"Butembo","Butembo","0.1300","29.2800","Congo (Kinshasa)","CD","COD","Nord-Kivu","","286403","1180446432" +"Mbuji-Mayi","Mbuji-Mayi","-6.1500","23.6000","Congo (Kinshasa)","CD","COD","Kasaï Oriental","admin","1295000","1180399586" +"Kinshasa","Kinshasa","-4.3297","15.3150","Congo (Kinshasa)","CD","COD","Kinshasa","primary","7843000","1180000363" +"Kasangulu","Kasangulu","-4.5796","15.1800","Congo (Kinshasa)","CD","COD","Kongo Central","","27961","1180582533" +"Tshikapa","Tshikapa","-6.4100","20.7700","Congo (Kinshasa)","CD","COD","Kasaï","","267462","1180581239" +"Aketi","Aketi","2.7405","23.7800","Congo (Kinshasa)","CD","COD","Bas-Uélé","","58601","1180273302" +"Dibaya","Dibaya","-6.5095","22.8700","Congo (Kinshasa)","CD","COD","Kasaï Central","","603","1180985189" +"Luebo","Luebo","-5.3495","21.4100","Congo (Kinshasa)","CD","COD","Kasaï","admin","35183","1180012250" +"Buta","Buta","2.8200","24.7400","Congo (Kinshasa)","CD","COD","Bas-Uélé","admin","45677","1180712204" +"Ilebo","Ilebo","-4.3196","20.6100","Congo (Kinshasa)","CD","COD","Kasaï","","107093","1180788280" +"Kananga","Kananga","-5.8900","22.4000","Congo (Kinshasa)","CD","COD","Kasaï Central","admin","765000","1180172460" +"Bondo","Bondo","3.8100","23.6700","Congo (Kinshasa)","CD","COD","Bas-Uélé","","23517","1180786691" +"Mweka","Mweka","-4.8396","21.5700","Congo (Kinshasa)","CD","COD","Kasaï","","50675","1180140663" +"Demba","Demba","-5.5096","22.2600","Congo (Kinshasa)","CD","COD","Kasaï Central","","22263","1180021198" +"Isiro","Isiro","2.7600","27.6200","Congo (Kinshasa)","CD","COD","Haut-Uélé","admin","157196","1180183850" +"Wamba","Wamba","2.1404","27.9900","Congo (Kinshasa)","CD","COD","Haut-Uélé","","146871","1180866253" +"Kamina","Kamina","-8.7300","25.0100","Congo (Kinshasa)","CD","COD","Haut-Lomami","admin","128803","1180363197" +"Bukama","Bukama","-9.2096","25.8400","Congo (Kinshasa)","CD","COD","Haut-Lomami","","38770","1180047354" +"Watsa","Watsa","3.0400","29.5300","Congo (Kinshasa)","CD","COD","Haut-Uélé","","24516","1180367451" +"Kaniama","Kaniama","-7.5696","24.1700","Congo (Kinshasa)","CD","COD","Haut-Lomami","","36481","1180770775" +"Mongbwalu","Mongbwalu","1.9504","30.0333","Congo (Kinshasa)","CD","COD","Ituri","","2819","1180299514" +"Bunia","Bunia","1.5604","30.2400","Congo (Kinshasa)","CD","COD","Ituri","admin","96764","1180006418" +"Binga","Binga","2.3834","20.4200","Congo (Kinshasa)","CD","COD","Mongala","","64639","1180236070" +"Bongandanga","Bongandanga","1.5104","21.0500","Congo (Kinshasa)","CD","COD","Mongala","","4105","1180746434" +"Lubumbashi","Lubumbashi","-11.6800","27.4800","Congo (Kinshasa)","CD","COD","Haut-Katanga","admin","1352000","1180506234" +"Lisala","Lisala","2.1400","21.5100","Congo (Kinshasa)","CD","COD","Mongala","admin","70087","1180477995" +"Gbadolite","Gbadolite","4.2904","21.0199","Congo (Kinshasa)","CD","COD","Nord-Ubangi","admin","50493","1180674224" +"Kipushi","Kipushi","-11.7596","27.2500","Congo (Kinshasa)","CD","COD","Haut-Katanga","","113347","1180810333" +"Bumba","Bumba","2.1900","22.4600","Congo (Kinshasa)","CD","COD","Mongala","","160539","1180549980" +"Kasongo-Lunda","Kasongo-Lunda","-6.4796","16.8300","Congo (Kinshasa)","CD","COD","Kwango","","20060","1180706751" +"Businga","Businga","3.3404","20.8700","Congo (Kinshasa)","CD","COD","Nord-Ubangi","","34247","1180719970" +"Luanza","Luanza","-8.6996","28.7000","Congo (Kinshasa)","CD","COD","Haut-Katanga","","861","1180293709" +"Kahemba","Kahemba","-7.2829","19.0000","Congo (Kinshasa)","CD","COD","Kwango","","50000","1180689417" +"Likasi","Likasi","-10.9700","26.7800","Congo (Kinshasa)","CD","COD","Haut-Katanga","","434408","1180978192" +"Kambove","Kambove","-10.8696","26.6000","Congo (Kinshasa)","CD","COD","Haut-Katanga","","36702","1180986023" +"Lusanga","Lusanga","-5.5829","16.5167","Congo (Kinshasa)","CD","COD","Kwango","","177","1180423801" +"Bosobolo","Bosobolo","4.1904","19.8800","Congo (Kinshasa)","CD","COD","Nord-Ubangi","","14553","1180318544" +"Bafwasende","Bafwasende","1.0838","27.2666","Congo (Kinshasa)","CD","COD","Tshopo","","149","1180841746" +"Kongolo","Kongolo","-5.3795","26.9800","Congo (Kinshasa)","CD","COD","Tanganyika","","105202","1180814807" +"Basoko","Basoko","1.2404","23.5900","Congo (Kinshasa)","CD","COD","Tshopo","","43709","1180509801" +"Kisangani","Kisangani","0.5200","25.2200","Congo (Kinshasa)","CD","COD","Tshopo","admin","578470","1180478201" +"Manono","Manono","-7.3000","27.4500","Congo (Kinshasa)","CD","COD","Tanganyika","","46111","1180968800" +"Mushie","Mushie","-3.0196","16.9200","Congo (Kinshasa)","CD","COD","Mai-Ndombe","","33062","1180240809" +"Inongo","Inongo","-1.9400","18.2800","Congo (Kinshasa)","CD","COD","Mai-Ndombe","admin","40113","1180194164" +"Zongo","Zongo","4.3303","18.6150","Congo (Kinshasa)","CD","COD","Sud-Ubangi","","17667","1180165321" +"Kenge","Kenge","-4.8296","16.8999","Congo (Kinshasa)","CD","COD","Kwango","admin","241","1180158365" +"Boende","Boende","-0.2196","20.8600","Congo (Kinshasa)","CD","COD","Tshuapa","admin","32091","1180688906" +"Yangambi","Yangambi","0.7704","24.4300","Congo (Kinshasa)","CD","COD","Tshopo","","35531","1180077706" +"Gemena","Gemena","3.2600","19.7700","Congo (Kinshasa)","CD","COD","Sud-Ubangi","admin","198056","1180000163" +"Moba","Moba","-7.0596","29.7200","Congo (Kinshasa)","CD","COD","Tanganyika","","10006","1180776583" +"Libenge","Libenge","3.6604","18.6200","Congo (Kinshasa)","CD","COD","Sud-Ubangi","","27053","1180325896" +"Kalemie","Kalemie","-5.9333","29.2000","Congo (Kinshasa)","CD","COD","Tanganyika","admin","206257","1180574233" +"Nyunzu","Nyunzu","-5.9496","28.0167","Congo (Kinshasa)","CD","COD","Tanganyika","","15397","1180921995" +"Kabalo","Kabalo","-6.0496","26.9100","Congo (Kinshasa)","CD","COD","Tanganyika","","29833","1180905835" +"Bolobo","Bolobo","-2.1595","16.2400","Congo (Kinshasa)","CD","COD","Mai-Ndombe","","27862","1180723089" +"Ikela","Ikela","-1.1829","23.2666","Congo (Kinshasa)","CD","COD","Tshuapa","","291","1180365335" +"Kikwit","Kikwit","-5.0300","18.8500","Congo (Kinshasa)","CD","COD","Kwilu","admin","637736","1180518247" +"Lubao","Lubao","-5.3896","25.7500","Congo (Kinshasa)","CD","COD","Lomami","","43068","1180891619" +"Gandajika","Gandajika","-6.7396","23.9600","Congo (Kinshasa)","CD","COD","Lomami","","154425","1180466776" +"Lusambo","Lusambo","-4.9696","23.4300","Congo (Kinshasa)","CD","COD","Sankuru","admin","41416","1180127290" +"Kolwezi","Kolwezi","-10.7167","25.4724","Congo (Kinshasa)","CD","COD","Lualaba","admin","418000","1180380965" +"Kasaji","Kasaji","-10.3662","23.4500","Congo (Kinshasa)","CD","COD","Lualaba","","11969","1180795640" +"Kabinda","Kabinda","-6.1296","24.4800","Congo (Kinshasa)","CD","COD","Lomami","admin","59004","1180751831" +"Bandundu","Bandundu","-3.3100","17.3800","Congo (Kinshasa)","CD","COD","Kwilu","","118211","1180219776" +"Mwene-Ditu","Mwene-Ditu","-7.0000","23.4400","Congo (Kinshasa)","CD","COD","Lomami","","189177","1180134137" +"Lodja","Lodja","-3.4896","23.4200","Congo (Kinshasa)","CD","COD","Sankuru","","68244","1180001261" +"Dilolo","Dilolo","-10.6996","22.3333","Congo (Kinshasa)","CD","COD","Lualaba","","7854","1180154207" +"Bulungu","Bulungu","-4.5496","18.6000","Congo (Kinshasa)","CD","COD","Kwilu","","48344","1180342743" +"Mangai","Mangai","-4.0396","19.5300","Congo (Kinshasa)","CD","COD","Kwilu","","37188","1180224936" +"Matadi","Matadi","-5.8166","13.4500","Congo (Kinshasa)","CD","COD","Kongo Central","admin","245862","1180529604" +"Bangui","Bangui","4.3666","18.5583","Central African Republic","CF","CAF","Bangui","primary","831925","1140080881" +"Nola","Nola","3.5337","16.0666","Central African Republic","CF","CAF","Sangha-Mbaéré","admin","26809","1140236347" +"Bozoum","Bozoum","6.3170","16.3833","Central African Republic","CF","CAF","Ouham-Pendé","admin","40201","1140416562" +"Bambari","Bambari","5.7620","20.6672","Central African Republic","CF","CAF","Ouaka","admin","62098","1140304277" +"Mobaye","Mobaye","4.3200","21.1800","Central African Republic","CF","CAF","Basse-Kotto","admin","19431","1140935252" +"Bimbo","Bimbo","4.3290","18.5284","Central African Republic","CF","CAF","Ombella-Mpoko","admin","","1140257478" +"Kaga Bandoro","Kaga Bandoro","6.9804","19.1800","Central African Republic","CF","CAF","Nana-Grébizi","admin","56520","1140658026" +"Sibut","Sibut","5.7338","19.0833","Central African Republic","CF","CAF","Kémo","admin","34267","1140802055" +"Carnot","Carnot","4.9337","15.8666","Central African Republic","CF","CAF","","","38071","1140319605" +"Bouar","Bouar","5.9500","15.6000","Central African Republic","CF","CAF","Nana-Mambéré","admin","34372","1140144321" +"Berbérati","Berberati","4.2500","15.7800","Central African Republic","CF","CAF","Mambéré-Kadéï","admin","61815","1140239733" +"Zemio","Zemio","5.0337","25.1333","Central African Republic","CF","CAF","","","20000","1140178462" +"Yakossi","Yakossi","5.6170","23.3167","Central African Republic","CF","CAF","","","500","1140246753" +"Ouadda","Ouadda","8.0671","22.4000","Central African Republic","CF","CAF","Haute-Kotto","","5434","1140640564" +"Obo","Obo","5.4000","26.5000","Central African Republic","CF","CAF","Haut-Mbomou","admin","12887","1140533897" +"Bangassou","Bangassou","4.7338","22.8166","Central African Republic","CF","CAF","Mbomou","admin","32841","1140539356" +"Mbaïki","Mbaiki","3.8704","18.0000","Central African Republic","CF","CAF","Lobaye","admin","67132","1140040245" +"Bossembélé","Bossembele","5.2670","17.6500","Central African Republic","CF","CAF","Ombella-Mpoko","","7287","1140955210" +"Bossangoa","Bossangoa","6.4837","17.4500","Central African Republic","CF","CAF","Ouham","admin","63064","1140523604" +"Ndele","Ndele","8.4091","20.6530","Central African Republic","CF","CAF","Bamingui-Bangoran","admin","11764","1140271951" +"Bria","Bria","6.5333","21.9833","Central African Republic","CF","CAF","Haute-Kotto","admin","29027","1140582053" +"Birao","Birao","10.2837","22.7833","Central African Republic","CF","CAF","Vakaga","admin","10178","1140392673" +"Brazzaville","Brazzaville","-4.2592","15.2847","Congo (Brazzaville)","CG","COG","Brazzaville","primary","1355000","1178340306" +"Sembe","Sembe","1.6404","14.5800","Congo (Brazzaville)","CG","COG","Sangha","","9679","1178118997" +"Kayes","Kayes","-4.1800","13.2800","Congo (Brazzaville)","CG","COG","Bouenza","","62521","1178012015" +"Impfondo","Impfondo","1.6404","18.0400","Congo (Brazzaville)","CG","COG","Likouala","admin","20859","1178021926" +"Djambala","Djambala","-2.5396","14.7500","Congo (Brazzaville)","CG","COG","Plateaux","admin","9651","1178834249" +"Moloundou","Moloundou","2.0337","15.2167","Congo (Brazzaville)","CG","COG","Sangha","","12244","1178777874" +"Ouésso","Ouesso","1.6100","16.0500","Congo (Brazzaville)","CG","COG","Sangha","admin","28320","1178364266" +"Sibiti","Sibiti","-3.6896","13.3500","Congo (Brazzaville)","CG","COG","Lékoumou","admin","22811","1178867178" +"Ewo","Ewo","-0.8796","14.8200","Congo (Brazzaville)","CG","COG","Cuvette-Ouest","admin","10650","1178339407" +"Makoua","Makoua","-0.0096","15.6400","Congo (Brazzaville)","CG","COG","Cuvette","","11355","1178500492" +"Gamboma","Gamboma","-1.8795","15.8500","Congo (Brazzaville)","CG","COG","Plateaux","","20877","1178991023" +"Madingou","Madingou","-4.1640","13.5540","Congo (Brazzaville)","CG","COG","Bouenza","admin","22760","1178057279" +"Kinkala","Kinkala","-4.3560","14.7620","Congo (Brazzaville)","CG","COG","Pool","admin","13882","1178867565" +"Mossendjo","Mossendjo","-2.9396","12.7200","Congo (Brazzaville)","CG","COG","Niari","","30936","1178679314" +"Owando","Owando","-0.4796","15.9200","Congo (Brazzaville)","CG","COG","Cuvette","admin","34070","1178298042" +"Loubomo","Loubomo","-4.1796","12.6700","Congo (Brazzaville)","CG","COG","Niari","admin","103894","1178045241" +"Loango","Loango","-4.6519","11.8125","Congo (Brazzaville)","CG","COG","Kouilou","admin","","1178836764" +"Pointe-Noire","Pointe-Noire","-4.7700","11.8800","Congo (Brazzaville)","CG","COG","Pointe-Noire","admin","659084","1178411563" +"Schaffhausen","Schaffhausen","47.6973","8.6349","Switzerland","CH","CHE","Schaffhausen","admin","","1756849233" +"Aarau","Aarau","47.3896","8.0524","Switzerland","CH","CHE","Aargau","admin","","1756722157" +"Glarus","Glarus","47.0500","9.0667","Switzerland","CH","CHE","Glarus","admin","5681","1756095767" +"Zürich","Zurich","47.3800","8.5500","Switzerland","CH","CHE","Zürich","admin","1108000","1756539143" +"Delémont","Delemont","47.3664","7.3290","Switzerland","CH","CHE","Jura","admin","","1756748908" +"Liestal","Liestal","47.4830","7.7370","Switzerland","CH","CHE","Basel-Landschaft","admin","12832","1756371637" +"Basel","Basel","47.5804","7.5900","Switzerland","CH","CHE","Basel-Stadt","admin","830000","1756731313" +"Solothurn","Solothurn","47.2066","7.5166","Switzerland","CH","CHE","Solothurn","admin","","1756650126" +"Fribourg","Fribourg","46.8000","7.1500","Switzerland","CH","CHE","Fribourg","admin","32827","1756145667" +"Zug","Zug","47.1790","8.4870","Switzerland","CH","CHE","Zug","admin","23435","1756703208" +"Chur","Chur","46.8500","9.5000","Switzerland","CH","CHE","Graubünden","admin","38293","1756471395" +"Sarnen","Sarnen","46.8990","8.2430","Switzerland","CH","CHE","Obwalden","admin","9410","1756451113" +"Schwyz","Schwyz","47.0200","8.6480","Switzerland","CH","CHE","Schwyz","admin","14177","1756270644" +"Luzern","Luzern","47.0504","8.2800","Switzerland","CH","CHE","Luzern","admin","250000","1756544536" +"Neuchâtel","Neuchatel","46.9990","6.9230","Switzerland","CH","CHE","Neuchâtel","admin","31270","1756726571" +"Altdorf","Altdorf","46.8790","8.6380","Switzerland","CH","CHE","Uri","admin","8678","1756957308" +"Biel","Biel","47.1666","7.2500","Switzerland","CH","CHE","Bern","","78708","1756649723" +"Geneva","Geneva","46.2100","6.1400","Switzerland","CH","CHE","Genève","admin","1240000","1756810813" +"Lausanne","Lausanne","46.5304","6.6500","Switzerland","CH","CHE","Vaud","admin","265702","1756055099" +"Bern","Bern","46.9167","7.4670","Switzerland","CH","CHE","Bern","primary","275329","1756374318" +"Stans","Stans","46.9500","8.3833","Switzerland","CH","CHE","Nidwalden","admin","7475","1756019042" +"Saint Gallen","Saint Gallen","47.4230","9.3620","Switzerland","CH","CHE","Sankt Gallen","admin","70572","1756343098" +"Appenzell","Appenzell","47.3333","9.4167","Switzerland","CH","CHE","Appenzell Innerrhoden","admin","5649","1756770881" +"Herisau","Herisau","47.3833","9.2833","Switzerland","CH","CHE","Appenzell Ausserrhoden","","15438","1756581563" +"Frauenfeld","Frauenfeld","47.5680","9.1080","Switzerland","CH","CHE","Thurgau","","21979","1756399413" +"Lugano","Lugano","46.0004","8.9667","Switzerland","CH","CHE","Ticino","","105388","1756503816" +"Bellinzona","Bellinzona","46.1970","9.0200","Switzerland","CH","CHE","Ticino","","16572","1756130026" +"Sion","Sion","46.2390","7.3540","Switzerland","CH","CHE","Valais","","28045","1756457392" +"Schaffhausen","Schaffhausen","47.7060","8.6330","Switzerland","CH","CHE","Schaffhausen","","33863","1756003651" +"Aarau","Aarau","47.3900","8.0340","Switzerland","CH","CHE","Aargau","","15501","1756007454" +"Delémont","Delemont","47.3700","7.3450","Switzerland","CH","CHE","Jura","","11315","1756015980" +"Solothurn","Solothurn","47.2120","7.5370","Switzerland","CH","CHE","Solothurn","","14853","1756021237" +"Soubré","Soubre","5.7904","-6.6100","Côte D’Ivoire","CI","CIV","Bas-Sassandra","","108933","1384162809" +"Bouaké","Bouake","7.6900","-5.0300","Côte D’Ivoire","CI","CIV","Vallée du Bandama","admin","567481","1384983838" +"Man","Man","7.4004","-7.5500","Côte D’Ivoire","CI","CIV","Montagnes","admin","146974","1384112524" +"San-Pedro","San-Pedro","4.7704","-6.6400","Côte D’Ivoire","CI","CIV","Bas-Sassandra","admin","210273","1384436547" +"Korhogo","Korhogo","9.4600","-5.6400","Côte D’Ivoire","CI","CIV","Savanes","admin","177711","1384205840" +"Odienné","Odienne","9.5104","-7.5800","Côte D’Ivoire","CI","CIV","Denguélé","admin","49857","1384967993" +"Bondoukou","Bondoukou","8.0304","-2.8000","Côte D’Ivoire","CI","CIV","Zanzan","admin","58297","1384649653" +"Agboville","Agboville","5.9403","-4.2800","Côte D’Ivoire","CI","CIV","Lagunes","minor","81770","1384823872" +"Dabou","Dabou","5.3204","-4.3899","Côte D’Ivoire","CI","CIV","Lagunes","admin","72913","1384274793" +"Abidjan","Abidjan","5.3200","-4.0400","Côte D’Ivoire","CI","CIV","Abidjan","admin","3802000","1384207980" +"Yamoussoukro","Yamoussoukro","6.8184","-5.2755","Côte D’Ivoire","CI","CIV","Yamoussoukro","primary","206499","1384683557" +"Gagnoa","Gagnoa","6.1504","-5.8800","Côte D’Ivoire","CI","CIV","Gôh-Djiboua","admin","123184","1384138010" +"Abengourou","Abengourou","6.7304","-3.4900","Côte D’Ivoire","CI","CIV","Comoé","admin","104020","1384295898" +"Dimbokro","Dimbokro","6.6505","-4.7100","Côte D’Ivoire","CI","CIV","Lacs","admin","67349","1384235566" +"Daloa","Daloa","6.8900","-6.4500","Côte D’Ivoire","CI","CIV","Sassandra-Marahoué","admin","255168","1384564974" +"Séguéla","Seguela","7.9504","-6.6700","Côte D’Ivoire","CI","CIV","Woroba","admin","51157","1384639807" +"Aboisso","Aboisso","5.4667","-3.2000","Côte D’Ivoire","CI","CIV","Comoé","minor","37654","1384385857" +"Guiglo","Guiglo","6.5505","-7.4900","Côte D’Ivoire","CI","CIV","Montagnes","minor","39134","1384483732" +"Toumodi","Toumodi","6.5520","-5.0190","Côte D’Ivoire","CI","CIV","Lacs","minor","39005","1384416676" +"Grand Bassam","Grand Bassam","5.2004","-3.7500","Côte D’Ivoire","CI","CIV","Comoé","minor","73772","1384167408" +"Sassandra","Sassandra","4.9504","-6.0833","Côte D’Ivoire","CI","CIV","Bas-Sassandra","minor","38411","1384107875" +"Divo","Divo","5.8390","-5.3600","Côte D’Ivoire","CI","CIV","Gôh-Djiboua","minor","127867","1384831436" +"Touba","Touba","8.2800","-7.6840","Côte D’Ivoire","CI","CIV","Woroba","minor","27504","1384485647" +"Ferkessédougou","Ferkessedougou","9.6004","-5.2000","Côte D’Ivoire","CI","CIV","Savanes","minor","62008","1384974005" +"Bangolo","Bangolo","7.0123","-7.4864","Côte D’Ivoire","CI","CIV","Montagnes","admin","","1384048438" +"Bouaflé","Bouafle","6.9780","-5.7480","Côte D’Ivoire","CI","CIV","Sassandra-Marahoué","minor","60962","1384274339" +"Avarua","Avarua","-21.2500","-159.7500","Cook Islands","CK","COK","","primary","5445","1184217570" +"Diego de Almagro","Diego de Almagro","-26.3696","-70.0500","Chile","CL","CHL","Atacama","","18137","1152585849" +"Santiago","Santiago","-33.4500","-70.6670","Chile","CL","CHL","Región Metropolitana","primary","5720000","1152554349" +"Chanaral","Chanaral","-29.0300","-71.4300","Chile","CL","CHL","Atacama","","13543","1152323837" +"Rancagua","Rancagua","-34.1700","-70.7400","Chile","CL","CHL","Libertador General Bernardo O’Higgins","admin","233268","1152672356" +"Concepción","Concepcion","-36.8300","-73.0500","Chile","CL","CHL","Biobío","admin","889725","1152838958" +"Victoria","Victoria","-38.2395","-72.3400","Chile","CL","CHL","Araucanía","","24555","1152078114" +"Talca","Talca","-35.4550","-71.6700","Chile","CL","CHL","Maule","admin","197479","1152736946" +"Arica","Arica","-18.5000","-70.2900","Chile","CL","CHL","Arica y Parinacota","admin","185999","1152531089" +"Talcahuano","Talcahuano","-36.7167","-73.1167","Chile","CL","CHL","Biobío","","288074","1152023044" +"Curanilahue","Curanilahue","-37.4800","-73.3400","Chile","CL","CHL","Biobío","","30611","1152226096" +"Lota","Lota","-37.0896","-73.1600","Chile","CL","CHL","Biobío","","49763","1152978276" +"Coronel","Coronel","-37.0300","-73.1600","Chile","CL","CHL","Biobío","","92940","1152234834" +"Vicuña","Vicuna","-30.0295","-70.7400","Chile","CL","CHL","Coquimbo","","13496","1152771899" +"Toltén","Tolten","-39.2166","-73.2123","Chile","CL","CHL","Araucanía","","2293","1152450943" +"Temuco","Temuco","-38.7300","-72.5800","Chile","CL","CHL","Araucanía","admin","265901","1152318955" +"Carahue","Carahue","-38.7095","-73.1700","Chile","CL","CHL","Araucanía","","11875","1152919462" +"Quirihue","Quirihue","-36.2800","-72.5300","Chile","CL","CHL","Biobío","","6529","1152146130" +"La Serena","La Serena","-29.9000","-71.2500","Chile","CL","CHL","Coquimbo","admin","154521","1152155065" +"Loncoche","Loncoche","-39.3700","-72.6300","Chile","CL","CHL","Araucanía","","15590","1152864736" +"Nueva Imperial","Nueva Imperial","-38.7400","-72.9600","Chile","CL","CHL","Araucanía","","18777","1152277064" +"Punta Arenas","Punta Arenas","-53.1650","-70.9400","Chile","CL","CHL","Magallanes y de la Antártica Chilena","admin","117430","1152262933" +"Iquique","Iquique","-20.2500","-70.1300","Chile","CL","CHL","Tarapacá","admin","227499","1152234625" +"María Elena","Maria Elena","-22.3500","-69.6700","Chile","CL","CHL","Antofagasta","","2370","1152876089" +"Combarbalá","Combarbala","-31.1800","-71.0000","Chile","CL","CHL","Coquimbo","","5134","1152896722" +"Huasco","Huasco","-28.4696","-71.2200","Chile","CL","CHL","Atacama","","2558","1152643675" +"Salamanca","Salamanca","-31.7796","-70.9800","Chile","CL","CHL","Coquimbo","","20214","1152804087" +"Caldera","Caldera","-27.0696","-70.8300","Chile","CL","CHL","Atacama","","10259","1152916235" +"Taltal","Taltal","-25.4000","-70.4700","Chile","CL","CHL","Antofagasta","","10018","1152265576" +"Constitución","Constitucion","-35.3296","-72.4200","Chile","CL","CHL","Maule","","37917","1152065066" +"Antofagasta","Antofagasta","-23.6500","-70.4000","Chile","CL","CHL","Antofagasta","admin","309832","1152734289" +"Chuquicamata","Chuquicamata","-22.3200","-68.9300","Chile","CL","CHL","Antofagasta","","11941","1152468996" +"Toconao","Toconao","-23.1829","-68.0166","Chile","CL","CHL","Antofagasta","","378","1152732862" +"Valdivia","Valdivia","-39.7950","-73.2450","Chile","CL","CHL","Los Ríos","admin","159599","1152201132" +"Copiapó","Copiapo","-27.3600","-70.3400","Chile","CL","CHL","Atacama","admin","129280","1152406965" +"Santa Bárbara","Santa Barbara","-37.6700","-72.0200","Chile","CL","CHL","Biobío","","3494","1152827647" +"Los Lagos","Los Lagos","-39.8495","-72.8300","Chile","CL","CHL","Los Ríos","","12813","1152340454" +"Viña del Mar","Vina del Mar","-33.0300","-71.5400","Chile","CL","CHL","Valparaíso","","503534","1152898644" +"Valparaíso","Valparaiso","-33.0478","-71.6210","Chile","CL","CHL","Valparaíso","admin","854000","1152337970" +"Collipulli","Collipulli","-37.9600","-72.4300","Chile","CL","CHL","Araucanía","","16392","1152908869" +"Villarica","Villarica","-39.2800","-72.2300","Chile","CL","CHL","Araucanía","","31602","1152280288" +"Tierra Amarilla","Tierra Amarilla","-27.4800","-70.2800","Chile","CL","CHL","Atacama","","12888","1152576362" +"Lagunas","Lagunas","-20.9829","-69.6833","Chile","CL","CHL","Tarapacá","","10","1152360178" +"Coihaique","Coihaique","-45.5700","-72.0700","Chile","CL","CHL","Aysén","admin","45787","1152541137" +"Cuya","Cuya","-19.1167","-70.1333","Chile","CL","CHL","Arica y Parinacota","","20","1152944039" +"Mejillones","Mejillones","-23.1000","-70.4500","Chile","CL","CHL","Antofagasta","","2041","1152559509" +"Río Verde","Rio Verde","-52.6500","-71.4666","Chile","CL","CHL","Magallanes y de la Antártica Chilena","","358","1152114092" +"Villa O'Higgins","Villa O'Higgins","-48.4679","-72.5600","Chile","CL","CHL","Aysén","","250","1152709181" +"Quellón","Quellon","-43.0996","-73.6000","Chile","CL","CHL","Los Lagos","","7029","1152502358" +"La Ligua","La Ligua","-32.4600","-71.2400","Chile","CL","CHL","Valparaíso","minor","26665","1152826056" +"Quillota","Quillota","-32.8800","-71.2600","Chile","CL","CHL","Valparaíso","minor","79686","1152185579" +"Tocopilla","Tocopilla","-22.0900","-70.1900","Chile","CL","CHL","Antofagasta","minor","24460","1152050254" +"Calama","Calama","-22.4500","-68.9200","Chile","CL","CHL","Antofagasta","minor","143084","1152168074" +"Vallenar","Vallenar","-28.5700","-70.7600","Chile","CL","CHL","Atacama","minor","44895","1152000009" +"San Bernardo","San Bernardo","-33.6000","-70.7000","Chile","CL","CHL","Región Metropolitana","minor","246762","1152050361" +"Pozo Almonte","Pozo Almonte","-20.2696","-69.8000","Chile","CL","CHL","Tarapacá","minor","10830","1152924094" +"Coquimbo","Coquimbo","-29.9529","-71.3436","Chile","CL","CHL","Coquimbo","minor","161317","1152038253" +"Ovalle","Ovalle","-30.5900","-71.2001","Chile","CL","CHL","Coquimbo","minor","77138","1152767334" +"Illapel","Illapel","-31.6296","-71.1700","Chile","CL","CHL","Coquimbo","minor","26340","1152446656" +"San Felipe","San Felipe","-32.7500","-70.7200","Chile","CL","CHL","Valparaíso","minor","59294","1152329463" +"Los Andes","Los Andes","-32.8296","-70.6000","Chile","CL","CHL","Valparaíso","minor","56859","1152833598" +"San Antonio","San Antonio","-33.5995","-71.6100","Chile","CL","CHL","Valparaíso","minor","104292","1152830501" +"Pichilemu","Pichilemu","-34.3800","-72.0000","Chile","CL","CHL","Libertador General Bernardo O’Higgins","minor","11603","1152498637" +"San Fernando","San Fernando","-34.5800","-70.9900","Chile","CL","CHL","Libertador General Bernardo O’Higgins","minor","60746","1152802349" +"Linares","Linares","-35.8400","-71.5900","Chile","CL","CHL","Maule","minor","81015","1152783281" +"Cauquenes","Cauquenes","-35.9600","-72.3200","Chile","CL","CHL","Maule","minor","31362","1152787999" +"Los Angeles","Los Angeles","-37.4600","-72.3600","Chile","CL","CHL","Biobío","minor","145239","1152810305" +"Angol","Angol","-37.7900","-72.7100","Chile","CL","CHL","Araucanía","minor","44856","1152404762" +"Lebu","Lebu","-37.6096","-73.6500","Chile","CL","CHL","Biobío","minor","22345","1152064207" +"Osorno","Osorno","-40.5700","-73.1600","Chile","CL","CHL","Los Lagos","minor","154131","1152866014" +"Castro","Castro","-42.4808","-73.7623","Chile","CL","CHL","Los Lagos","minor","29926","1152445107" +"Puerto Aisén","Puerto Aisen","-45.3999","-72.7000","Chile","CL","CHL","Aysén","minor","8067","1152158570" +"Cochrane","Cochrane","-47.2663","-72.5499","Chile","CL","CHL","Aysén","minor","4441","1152054657" +"Puerto Williams","Puerto Williams","-54.9333","-67.6167","Chile","CL","CHL","Magallanes y de la Antártica Chilena","minor","2500","1152455279" +"Puerto Natales","Puerto Natales","-51.7183","-72.5117","Chile","CL","CHL","Magallanes y de la Antártica Chilena","minor","20000","1152225106" +"Curicó","Curico","-34.9800","-71.2400","Chile","CL","CHL","Maule","minor","113711","1152564798" +"Ancud","Ancud","-41.8700","-73.8300","Chile","CL","CHL","Los Lagos","","28020","1152760614" +"Puerto Montt","Puerto Montt","-41.4700","-72.9300","Chile","CL","CHL","Los Lagos","admin","174629","1152443957" +"Puerto Varas","Puerto Varas","-41.3300","-72.9900","Chile","CL","CHL","Los Lagos","","24958","1152560692" +"Calbuco","Calbuco","-41.7522","-73.1416","Chile","CL","CHL","Los Lagos","","12490","1152875669" +"Río Bueno","Rio Bueno","-40.3400","-72.9600","Chile","CL","CHL","Los Ríos","","15456","1152938619" +"La Unión","La Union","-40.2900","-73.0900","Chile","CL","CHL","Los Ríos","minor","26298","1152649834" +"Chonchi","Chonchi","-42.6100","-73.8099","Chile","CL","CHL","Los Lagos","","381","1152428145" +"Chillán","Chillan","-36.6000","-72.1060","Chile","CL","CHL","","admin","150396","1152082093" +"Lonquimay","Lonquimay","-38.4333","-71.2333","Chile","CL","CHL","Araucanía","","10237","1152602801" +"Yaounde","Yaounde","3.8667","11.5167","Cameroon","CM","CMR","Centre","primary","1611000","1120298240" +"Bertoua","Bertoua","4.5804","13.6800","Cameroon","CM","CMR","Est","admin","218111","1120406967" +"Bafia","Bafia","4.7504","11.2300","Cameroon","CM","CMR","Centre","","69270","1120310806" +"Mbalmayo","Mbalmayo","3.5204","11.5000","Cameroon","CM","CMR","Centre","","80206","1120049681" +"Kontcha","Kontcha","7.9670","12.2333","Cameroon","CM","CMR","Adamaoua","","8018","1120016766" +"Mbe","Mbe","7.8504","13.6000","Cameroon","CM","CMR","Nord","","3950","1120400000" +"Kribi","Kribi","2.9404","9.9100","Cameroon","CM","CMR","Sud","","55224","1120360100" +"Edéa","Edea","3.8005","10.1200","Cameroon","CM","CMR","Littoral","","203149","1120546542" +"Bélabo","Belabo","4.9337","13.3000","Cameroon","CM","CMR","Est","","22553","1120106572" +"Meiganga","Meiganga","6.5205","14.2900","Cameroon","CM","CMR","Adamaoua","","80100","1120789508" +"Maroua","Maroua","10.5956","14.3247","Cameroon","CM","CMR","Extrême-Nord","admin","319941","1120956931" +"Eséka","Eseka","3.6504","10.7666","Cameroon","CM","CMR","Centre","","22221","1120064220" +"Ebolowa","Ebolowa","2.9000","11.1500","Cameroon","CM","CMR","Sud","admin","87875","1120924207" +"Ngaoundéré","Ngaoundere","7.3204","13.5800","Cameroon","CM","CMR","Adamaoua","admin","231357","1120011020" +"Batouri","Batouri","4.4337","14.3666","Cameroon","CM","CMR","Est","","43821","1120380999" +"Abong Mbang","Abong Mbang","3.9837","13.1833","Cameroon","CM","CMR","Est","","14661","1120726386" +"Limbe","Limbe","4.0304","9.1900","Cameroon","CM","CMR","South-West","","212474","1120635273" +"Kumba","Kumba","4.6404","9.4400","Cameroon","CM","CMR","South-West","","144413","1120492761" +"Buea","Buea","4.1550","9.2310","Cameroon","CM","CMR","South-West","admin","90088","1120497849" +"Nkongsamba","Nkongsamba","4.9604","9.9400","Cameroon","CM","CMR","Littoral","","117063","1120972098" +"Douala","Douala","4.0604","9.7100","Cameroon","CM","CMR","Littoral","admin","1906000","1120494607" +"Kumbo","Kumbo","6.2204","10.6800","Cameroon","CM","CMR","North-West","","125486","1120679288" +"Eyumojok","Eyumojok","5.7504","8.9833","Cameroon","CM","CMR","South-West","","5798","1120658014" +"Wum","Wum","6.4004","10.0700","Cameroon","CM","CMR","North-West","","68836","1120557987" +"Bafoussam","Bafoussam","5.4904","10.4099","Cameroon","CM","CMR","Ouest","admin","290768","1120435460" +"Bafang","Bafang","5.1704","10.1800","Cameroon","CM","CMR","Ouest","","93145","1120889812" +"Garoua","Garoua","9.3000","13.3900","Cameroon","CM","CMR","Nord","admin","436899","1120803808" +"Guider","Guider","9.9304","13.9400","Cameroon","CM","CMR","Nord","","84647","1120662630" +"Tibati","Tibati","6.4670","12.6333","Cameroon","CM","CMR","Adamaoua","","35589","1120299131" +"Foumban","Foumban","5.7304","10.9000","Cameroon","CM","CMR","Ouest","","92673","1120088650" +"Bamenda","Bamenda","5.9600","10.1500","Cameroon","CM","CMR","North-West","admin","445299","1120909610" +"Lupanshui","Lupanshui","26.5944","104.8333","China","CN","CHN","Guizhou","","1221000","1156070389" +"Fengcheng","Fengcheng","28.2004","115.7700","China","CN","CHN","Jiangxi","","61469","1156545200" +"Yulin","Yulin","22.6300","110.1500","China","CN","CHN","Guangxi","","1127000","1156901312" +"Shishou","Shishou","29.7004","112.4000","China","CN","CHN","Hubei","","231787","1156284109" +"Yantai","Yantai","37.5304","121.4000","China","CN","CHN","Shandong","","2116000","1156932948" +"Yishui","Yishui","35.7904","118.6200","China","CN","CHN","Shandong","","94115","1156736933" +"Zibo","Zibo","36.8000","118.0500","China","CN","CHN","Shandong","","3061000","1156381094" +"Shanghai","Shanghai","31.2165","121.4365","China","CN","CHN","Shanghai","admin","14987000","1156073548" +"Weifang","Weifang","36.7204","119.1001","China","CN","CHN","Shandong","","1553000","1156912965" +"Yongzhou","Yongzhou","26.2304","111.6200","China","CN","CHN","Hunan","","1000000","1156694479" +"Zunyi","Zunyi","27.7000","106.9200","China","CN","CHN","Guizhou","","849000","1156539782" +"Wuyuan","Wuyuan","41.0896","108.2722","China","CN","CHN","Inner Mongolia","","30057","1156146594" +"Shuangcheng","Shuangcheng","45.3503","126.2800","China","CN","CHN","Heilongjiang","","130710","1156257611" +"Shijianzhuang","Shijianzhuang","38.0500","114.4800","China","CN","CHN","Hebei","admin","2417000","1156217541" +"Qinhuangdao","Qinhuangdao","39.9304","119.6200","China","CN","CHN","Hebei","","1003000","1156091093" +"Guangshui","Guangshui","31.6204","114.0000","China","CN","CHN","Hubei","","154771","1156267419" +"Nanchang","Nanchang","28.6800","115.8800","China","CN","CHN","Jiangxi","admin","2350000","1156198892" +"Nehe","Nehe","48.4900","124.8800","China","CN","CHN","Heilongjiang","","108253","1156609562" +"Shangqiu","Shangqiu","34.4504","115.6500","China","CN","CHN","Henan","","1753000","1156805441" +"Hengshui","Hengshui","37.7200","115.7000","China","CN","CHN","Hebei","","456356","1156803028" +"Xiaogan","Xiaogan","30.9204","113.9000","China","CN","CHN","Hubei","","160437","1156002290" +"Xiangtan","Xiangtan","27.8504","112.9000","China","CN","CHN","Hunan","","2586948","1156195684" +"Xian","Xian","34.2750","108.8950","China","CN","CHN","Shaanxi","admin","4009000","1156244079" +"Tianjin","Tianjin","39.1300","117.2000","China","CN","CHN","Tianjin","admin","7180000","1156174046" +"Daqing","Daqing","46.5800","125.0000","China","CN","CHN","Heilongjiang","","1693000","1156403962" +"Taian","Taian","36.2000","117.1201","China","CN","CHN","Shandong","","1629000","1156095188" +"Nangong","Nangong","37.3704","115.3700","China","CN","CHN","Hebei","","82386","1156426803" +"Shizuishan","Shizuishan","39.2333","106.7690","China","CN","CHN","Ningxia","","136570","1156361664" +"Changsha","Changsha","28.2000","112.9700","China","CN","CHN","Hunan","admin","2604000","1156961497" +"Panshi","Panshi","42.9426","126.0561","China","CN","CHN","Jilin","","86216","1156659612" +"Jilin","Jilin","43.8500","126.5500","China","CN","CHN","Jilin","","2396000","1156646448" +"Macheng","Macheng","31.1800","115.0300","China","CN","CHN","Hubei","","126366","1156949639" +"Mishan","Mishan","45.5504","131.8800","China","CN","CHN","Heilongjiang","","87257","1156267144" +"Hengyang","Hengyang","26.8800","112.5900","China","CN","CHN","Hunan","","1016000","1156696884" +"Keshan","Keshan","48.0263","125.8660","China","CN","CHN","Heilongjiang","","72403","1156775094" 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+"Leticia","Leticia","-4.2200","-69.9400","Colombia","CO","COL","Amazonas","admin","59575","1170548641" +"Inírida","Inirida","3.8540","-67.9061","Colombia","CO","COL","Guainía","admin","9065","1170563591" +"Pasto","Pasto","1.2136","-77.2811","Colombia","CO","COL","Nariño","admin","382236","1170320545" +"Ibagué","Ibague","4.4389","-75.2322","Colombia","CO","COL","Tolima","admin","421685","1170245063" +"Cali","Cali","3.4000","-76.5000","Colombia","CO","COL","Valle del Cauca","admin","2254000","1170417589" +"Barranquilla","Barranquilla","10.9600","-74.8000","Colombia","CO","COL","Atlántico","admin","1798000","1170179113" +"Tolú","Tolu","9.5358","-75.5720","Colombia","CO","COL","Sucre","minor","27390","1170666994" +"Yarumal","Yarumal","7.0306","-75.5905","Colombia","CO","COL","Antioquia","","35315","1170196021" +"Riohacha","Riohacha","11.5403","-72.9100","Colombia","CO","COL","La Guajira","admin","133186","1170903069" +"Pereira","Pereira","4.8104","-75.6800","Colombia","CO","COL","Risaralda","admin","568750","1170386718" +"Armenia","Armenia","4.5343","-75.6811","Colombia","CO","COL","Quindío","admin","315328","1170398459" +"Cartagena","Cartagena","10.3997","-75.5144","Colombia","CO","COL","Bolívar","admin","887000","1170886102" +"Tunja","Tunja","5.5504","-73.3700","Colombia","CO","COL","Boyacá","admin","161412","1170843027" +"Tumaco","Tumaco","1.8100","-78.8100","Colombia","CO","COL","Nariño","minor","86713","1170504978" +"Puerto Carreño","Puerto Carreno","6.1850","-67.4930","Colombia","CO","COL","Vichada","admin","10216","1170291142" +"Arauca","Arauca","7.0907","-70.7616","Colombia","CO","COL","Arauca","admin","69264","1170322340" +"Neiva","Neiva","2.9310","-75.3302","Colombia","CO","COL","Huila","admin","352855","1170159963" +"Villavicencio","Villavicencio","4.1533","-73.6350","Colombia","CO","COL","Meta","admin","374763","1170426927" +"Mocoa","Mocoa","1.1500","-76.6300","Colombia","CO","COL","Putumayo","admin","22035","1170970726" +"Medellín","Medellin","6.2750","-75.5750","Colombia","CO","COL","Antioquia","admin","3297000","1170680389" +"Yopal","Yopal","5.3470","-72.4060","Colombia","CO","COL","Casanare","admin","61029","1170295059" +"San José del Guaviare","San Jose del Guaviare","2.5700","-72.6400","Colombia","CO","COL","Guaviare","admin","22136","1170839384" +"Valledupar","Valledupar","10.4800","-73.2500","Colombia","CO","COL","Cesar","admin","308237","1170481949" +"Bucaramanga","Bucaramanga","7.1301","-73.1259","Colombia","CO","COL","Santander","admin","1009000","1170940590" +"Montería","Monteria","8.7575","-75.8900","Colombia","CO","COL","Córdoba","admin","275198","1170855299" +"Cúcuta","Cucuta","7.9200","-72.5200","Colombia","CO","COL","Norte de Santander","admin","722146","1170743755" +"Bogota","Bogota","4.5964","-74.0833","Colombia","CO","COL","Bogotá","primary","7772000","1170483426" +"Santa Marta","Santa Marta","11.2472","-74.2017","Colombia","CO","COL","Magdalena","admin","431781","1170715594" +"Manizales","Manizales","5.0600","-75.5200","Colombia","CO","COL","Caldas","admin","375848","1170930654" +"Florencia","Florencia","1.6104","-75.6200","Colombia","CO","COL","Caquetá","admin","130337","1170606634" +"Mitú","Mitu","1.1983","-70.1736","Colombia","CO","COL","Vaupés","admin","5917","1170846096" +"Popayán","Popayan","2.4200","-76.6100","Colombia","CO","COL","Cauca","admin","258750","1170764265" +"Turbo","Turbo","8.1004","-76.7400","Colombia","CO","COL","Antioquia","minor","50508","1170426476" +"Puerto Berrío","Puerto Berrio","6.4804","-74.4200","Colombia","CO","COL","Antioquia","minor","33983","1170372171" +"San Vicente del Caguán","San Vicente del Caguan","2.0704","-74.6400","Colombia","CO","COL","Caquetá","minor","1500","1170922792" +"Nuquí","Nuqui","5.6852","-77.2745","Colombia","CO","COL","Chocó","minor","2741","1170020146" +"Juradó","Jurado","7.1217","-77.7564","Colombia","CO","COL","Chocó","minor","2351","1170520604" +"San Andrés","San Andres","12.5621","-81.6903","Colombia","CO","COL","San Andrés y Providencia","admin","58257","1170563968" +"Bello","Bello","6.3300","-75.5700","Colombia","CO","COL","Antioquia","minor","519670","1170423489" +"Sonsón","Sonson","5.7166","-75.3166","Colombia","CO","COL","Antioquia","minor","18817","1170000118" +"Soledad","Soledad","10.9200","-74.7700","Colombia","CO","COL","Atlántico","minor","698852","1170765625" +"Sabanalarga","Sabanalarga","10.6400","-74.9200","Colombia","CO","COL","Atlántico","minor","68535","1170724527" +"Orocue","Orocue","4.7946","-71.3400","Colombia","CO","COL","Casanare","minor","2835","1170535682" +"Tame","Tame","6.4603","-71.7400","Colombia","CO","COL","Arauca","minor","29099","1170459811" +"Chiquinquirá","Chiquinquira","5.6204","-73.8199","Colombia","CO","COL","Boyacá","minor","53975","1170668478" +"Guapi","Guapi","2.5604","-77.8600","Colombia","CO","COL","Cauca","minor","13853","1170811574" +"Duitama","Duitama","5.8305","-73.0200","Colombia","CO","COL","Boyacá","minor","101156","1170695532" +"Sogamoso","Sogamoso","5.7200","-72.9400","Colombia","CO","COL","Boyacá","minor","126551","1170000109" +"Cartago","Cartago","4.7500","-75.9100","Colombia","CO","COL","Valle del Cauca","minor","134827","1170225267" +"Arjona","Arjona","10.2600","-75.3500","Colombia","CO","COL","Bolívar","minor","50405","1170602407" +"El Carmen de Bolívar","El Carmen de Bolivar","9.7204","-75.1300","Colombia","CO","COL","Bolívar","minor","60980","1170394868" +"Magangué","Magangue","9.2300","-74.7400","Colombia","CO","COL","Bolívar","minor","100313","1170903510" +"Tuluá","Tulua","4.0904","-76.2100","Colombia","CO","COL","Valle del Cauca","minor","165501","1170721938" +"Buenaventura","Buenaventura","3.8724","-77.0505","Colombia","CO","COL","Valle del Cauca","minor","252805","1170287988" +"Barrancabermeja","Barrancabermeja","7.0900","-73.8500","Colombia","CO","COL","Santander","minor","191403","1170362340" +"Honda","Honda","5.1903","-74.7500","Colombia","CO","COL","Tolima","minor","35469","1170848069" +"Lorica","Lorica","9.2419","-75.8160","Colombia","CO","COL","Córdoba","minor","52771","1170094504" +"Ayapel","Ayapel","8.3304","-75.1500","Colombia","CO","COL","Córdoba","minor","23639","1170146577" +"Girardot","Girardot","4.3100","-74.8100","Colombia","CO","COL","Cundinamarca","minor","130289","1170838212" +"Ocaña","Ocana","8.2404","-73.3500","Colombia","CO","COL","Norte de Santander","minor","83511","1170754105" +"Pamplona","Pamplona","7.3904","-72.6600","Colombia","CO","COL","Norte de Santander","minor","53587","1170275020" +"San Martín","San Martin","3.6904","-73.6900","Colombia","CO","COL","Meta","minor","16273","1170677493" +"Puerto López","Puerto Lopez","4.0900","-72.9600","Colombia","CO","COL","Meta","minor","16678","1170290556" +"Garzón","Garzon","2.2104","-75.6500","Colombia","CO","COL","Huila","minor","56603","1170149755" +"El Banco","El Banco","9.0003","-73.9800","Colombia","CO","COL","Magdalena","minor","54522","1170111607" +"Campoalegre","Campoalegre","2.6900","-75.3300","Colombia","CO","COL","Huila","minor","22568","1170655224" +"Túquerres","Tuquerres","1.0900","-77.6199","Colombia","CO","COL","Nariño","minor","33979","1170724789" +"Ipiales","Ipiales","0.8304","-77.6500","Colombia","CO","COL","Nariño","minor","109618","1170309931" +"Ciénaga","Cienaga","11.0104","-74.2500","Colombia","CO","COL","Magdalena","minor","131171","1170825751" +"Socorro","Socorro","6.4603","-73.2700","Colombia","CO","COL","Santander","minor","24895","1170793746" +"San José","San Jose","9.9350","-84.0841","Costa Rica","CR","CRI","San José","primary","1284000","1188749877" +"Sixaola","Sixaola","9.5204","-82.6200","Costa Rica","CR","CRI","Limón","","1823","1188537249" +"Alajuela","Alajuela","10.0200","-84.2300","Costa Rica","CR","CRI","Alajuela","admin","387743","1188394508" +"Canas","Canas","10.4300","-85.1000","Costa Rica","CR","CRI","Guanacaste","","20306","1188753368" +"La Cruz","La Cruz","11.0704","-85.6300","Costa Rica","CR","CRI","Guanacaste","","4319","1188840021" +"Cartago","Cartago","9.8700","-83.9300","Costa Rica","CR","CRI","Cartago","admin","196946","1188911724" +"Liberia","Liberia","10.6338","-85.4333","Costa Rica","CR","CRI","Guanacaste","admin","45380","1188743090" +"Heredia","Heredia","9.9920","-84.1200","Costa Rica","CR","CRI","Heredia","admin","21947","1188210837" +"Puerto Limon","Puerto Limon","10.0000","-83.0333","Costa Rica","CR","CRI","Limón","admin","85001","1188214393" +"Ciudad Cortes","Ciudad Cortes","8.9604","-83.5300","Costa Rica","CR","CRI","Puntarenas","","3850","1188296792" +"Golfito","Golfito","8.6500","-83.1500","Costa Rica","CR","CRI","Puntarenas","","6777","1188695145" +"Quesada","Quesada","10.3305","-84.4400","Costa Rica","CR","CRI","Alajuela","","31106","1188199888" +"Puntarenas","Puntarenas","9.9702","-84.8336","Costa Rica","CR","CRI","Puntarenas","admin","57102","1188639267" +"Havana","Havana","23.1320","-82.3642","Cuba","CU","CUB","La Habana","primary","2174000","1192752771" +"Güines","Guines","22.8361","-82.0280","Cuba","CU","CUB","Mayabeque","minor","68935","1192190364" +"San Antonio de los Baños","San Antonio de los Banos","22.8911","-82.4991","Cuba","CU","CUB","Artemisa","minor","42724","1192374010" +"Colón","Colon","22.7196","-80.9058","Cuba","CU","CUB","Matanzas","minor","63882","1192866771" +"Placetas","Placetas","22.3158","-79.6555","Cuba","CU","CUB","Villa Clara","minor","55408","1192546991" +"Sagua la Grande","Sagua la Grande","22.8090","-80.0711","Cuba","CU","CUB","Villa Clara","minor","62073","1192446410" +"Manzanillo","Manzanillo","20.3438","-77.1166","Cuba","CU","CUB","Granma","minor","128188","1192805452" +"Morón","Moron","22.1099","-78.6275","Cuba","CU","CUB","Ciego de Ávila","minor","66060","1192161102" +"Caibarién","Caibarien","22.5158","-79.4722","Cuba","CU","CUB","Villa Clara","minor","39140","1192208164" +"Artemisa","Artemisa","22.8134","-82.7619","Cuba","CU","CUB","Artemisa","admin","68073","1192325408" +"Bayamo","Bayamo","20.3795","-76.6433","Cuba","CU","CUB","Granma","admin","192632","1192297857" +"Camagüey","Camaguey","21.3808","-77.9169","Cuba","CU","CUB","Camagüey","admin","347562","1192667983" +"Ciego de Ávila","Ciego de Avila","21.8400","-78.7619","Cuba","CU","CUB","Ciego de Ávila","admin","142027","1192302618" +"Cienfuegos","Cienfuegos","22.1444","-80.4403","Cuba","CU","CUB","Cienfuegos","admin","186644","1192020054" +"Guantánamo","Guantanamo","20.1453","-75.2061","Cuba","CU","CUB","Guantánamo","admin","272801","1192866062" +"Holguín","Holguin","20.8872","-76.2631","Cuba","CU","CUB","Holguín","admin","319102","1192920574" +"Matanzas","Matanzas","23.0415","-81.5775","Cuba","CU","CUB","Matanzas","admin","146733","1192888416" +"Nueva Gerona","Nueva Gerona","21.8837","-82.8000","Cuba","CU","CUB","Isla de la Juventud","admin","25566","1192344354" +"Pinar del Rio","Pinar del Rio","22.4175","-83.6981","Cuba","CU","CUB","Pinar del Río","admin","186990","1192216820" +"San José de las Lajas","San Jose de las Lajas","22.9614","-82.1511","Cuba","CU","CUB","Mayabeque","admin","","1192731332" +"Sancti Spíritus","Sancti Spiritus","21.9301","-79.4425","Cuba","CU","CUB","Sancti Spíritus","admin","127069","1192600260" +"Santa Clara","Santa Clara","22.4000","-79.9667","Cuba","CU","CUB","Villa Clara","admin","250512","1192329773" +"Santiago de Cuba","Santiago de Cuba","20.0250","-75.8213","Cuba","CU","CUB","Santiago de Cuba","admin","555865","1192766111" +"Las Tunas","Las Tunas","20.9601","-76.9544","Cuba","CU","CUB","Las Tunas","admin","203684","1192626319" +"Banes","Banes","20.9629","-75.7186","Cuba","CU","CUB","Holguín","minor","53104","1192981466" +"Palma Soriano","Palma Soriano","20.2172","-75.9988","Cuba","CU","CUB","Santiago de Cuba","minor","102826","1192323011" +"Nuevitas","Nuevitas","21.5456","-77.2644","Cuba","CU","CUB","Camagüey","","54022","1192448182" +"Vila da Ribeira Brava","Vila da Ribeira Brava","16.6167","-24.3000","Cabo Verde","CV","CPV","Ribeira Brava","admin","","1132498214" +"Tarrafal","Tarrafal","16.5667","-24.3667","Cabo Verde","CV","CPV","Tarrafal de São Nicolau","admin","","1132502171" +"Vila do Maio","Vila do Maio","15.1333","-23.2167","Cabo Verde","CV","CPV","Maio","admin","","1132346974" +"Vila Nova Sintra","Vila Nova Sintra","14.8667","-24.7167","Cabo Verde","CV","CPV","Brava","admin","","1132634480" +"Porto dos Mosteiros","Porto dos Mosteiros","15.0333","-24.3333","Cabo Verde","CV","CPV","Mosteiros","admin","","1132174768" +"São Domingos","Sao Domingos","15.0167","-23.5667","Cabo Verde","CV","CPV","São Domingos","admin","","1132246964" +"Picos","Picos","15.0833","-23.6500","Cabo Verde","CV","CPV","São Salvador do Mundo","admin","","1132670996" +"Santa Maria","Santa Maria","16.6000","-22.9000","Cabo Verde","CV","CPV","Sal","admin","","1132415507" +"São Filipe","Sao Filipe","14.9000","-24.5167","Cabo Verde","CV","CPV","São Filipe","admin","","1132693257" +"Tarrafal","Tarrafal","15.2833","-23.7667","Cabo Verde","CV","CPV","Tarrafal","admin","","1132834308" +"Praia","Praia","14.9167","-23.5167","Cabo Verde","CV","CPV","Praia","primary","113364","1132398770" +"Assomada","Assomada","15.1000","-23.6833","Cabo Verde","CV","CPV","Santa Catarina","admin","","1132845019" +"Cidade Velha","Cidade Velha","14.9167","-23.6167","Cabo Verde","CV","CPV","Ribeira Grande de Santiago","admin","","1132073400" +"Cova Figueira","Cova Figueira","14.8833","-24.3000","Cabo Verde","CV","CPV","Santa Catarina do Fogo","admin","","1132510430" +"Mindelo","Mindelo","16.8838","-25.0000","Cabo Verde","CV","CPV","São Vicente","admin","70611","1132180389" +"Porto Novo","Porto Novo","17.0254","-25.0666","Cabo Verde","CV","CPV","Porto Novo","admin","","1132233840" +"Ribeira Grande","Ribeira Grande","17.1856","-25.0724","Cabo Verde","CV","CPV","Ribeira Grande","admin","","1132061543" +"Pombas","Pombas","17.1503","-25.0201","Cabo Verde","CV","CPV","Paul","admin","","1132720315" +"Calheta de São Miguel","Calheta de Sao Miguel","15.1833","-23.6000","Cabo Verde","CV","CPV","São Miguel","admin","","1132750609" +"Vila de Sal Rei","Vila de Sal Rei","16.1833","-22.9167","Cabo Verde","CV","CPV","Boa Vista","admin","","1132420232" +"Willemstad","Willemstad","12.2004","-69.0200","Curaçao","CW","CUW","","primary","146813","1531000000" +"Flying Fish Cove","Flying Fish Cove","-10.4167","105.7167","Christmas Island","CX","CXR","","primary","","1162889600" +"Lemosos","Lemosos","34.6754","33.0333","Cyprus","CY","CYP","Lemesós","admin","154000","1196136222" +"Famagusta","Famagusta","35.1205","33.9389","Cyprus","CY","CYP","Ammóchostos","admin","","1196128852" +"Larnaka","Larnaka","34.9170","33.6360","Cyprus","CY","CYP","Lárnaka","admin","48947","1196804795" +"Kyrenia","Kyrenia","35.3363","33.3173","Cyprus","CY","CYP","Kerýneia","admin","","1196334499" +"Paphos","Paphos","34.7559","32.4225","Cyprus","CY","CYP","Páfos","admin","35961","1196607408" +"Nicosia","Nicosia","35.1667","33.3666","Cyprus","CY","CYP","Lefkosía","primary","224300","1196944155" +"Usti Nad Labem","Usti Nad Labem","50.6630","14.0810","Czechia","CZ","CZE","Ústecký Kraj","admin","94105","1203734193" +"Pardubice","Pardubice","50.0404","15.7600","Czechia","CZ","CZE","Pardubický Kraj","admin","107064","1203857442" +"Jihlava","Jihlava","49.4004","15.5833","Czechia","CZ","CZE","Vysočina","admin","53921","1203810604" +"Liberec","Liberec","50.8000","15.0800","Czechia","CZ","CZE","Liberecký Kraj","admin","102175","1203577727" +"Prague","Prague","50.0833","14.4660","Czechia","CZ","CZE","Praha, Hlavní Město","primary","1162000","1203744823" +"Brno","Brno","49.2004","16.6100","Czechia","CZ","CZE","Jihomoravský Kraj","admin","388277","1203676514" +"Pizen","Pizen","49.7404","13.3600","Czechia","CZ","CZE","Plzeňský Kraj","admin","164180","1203402469" +"České Budějovice","Ceske Budejovice","48.9800","14.4600","Czechia","CZ","CZE","Jihočeský Kraj ","admin","98851","1203398046" +"Karlovy Vary","Karlovy Vary","50.2370","12.8750","Czechia","CZ","CZE","Karlovarský Kraj","admin","","1203518899" +"Ostrava","Ostrava","49.8304","18.2500","Czechia","CZ","CZE","Moravskoslezský Kraj ","admin","478963","1203687206" +"Olomouc","Olomouc","49.6300","17.2500","Czechia","CZ","CZE","Olomoucký Kraj","admin","101268","1203328061" +"Hradec Králové","Hradec Kralove","50.2060","15.8120","Czechia","CZ","CZE","Královéhradecký Kraj","admin","95195","1203430618" +"Zlín","Zlin","49.2304","17.6500","Czechia","CZ","CZE","Zlínský Kraj","admin","124610","1203582141" +"Berlin","Berlin","52.5218","13.4015","Germany","DE","DEU","Berlin","primary","3406000","1276451290" +"Cologne","Cologne","50.9300","6.9500","Germany","DE","DEU","North Rhine-Westphalia","","1004000","1276015998" +"Munich","Munich","48.1299","11.5750","Germany","DE","DEU","Bavaria","admin","1275000","1276692352" +"Potsdam","Potsdam","52.4004","13.0700","Germany","DE","DEU","Brandenburg","admin","218095","1276395100" +"Kiel","Kiel","54.3304","10.1300","Germany","DE","DEU","Schleswig-Holstein","admin","269427","1276305306" +"Wiesbaden","Wiesbaden","50.0804","8.2500","Germany","DE","DEU","Hesse","admin","617126","1276652118" +"Magdeburg","Magdeburg","52.1304","11.6200","Germany","DE","DEU","Saxony-Anhalt","admin","229826","1276418236" +"Bremen","Bremen","53.0800","8.8000","Germany","DE","DEU","Bremen","admin","724909","1276376509" +"Hannover","Hannover","52.3670","9.7167","Germany","DE","DEU","Lower Saxony","admin","722490","1276457707" +"Düsseldorf","Dusseldorf","51.2204","6.7800","Germany","DE","DEU","North Rhine-Westphalia","admin","1220000","1276615258" +"Saarbrücken","Saarbrucken","49.2504","6.9700","Germany","DE","DEU","Saarland","admin","770001","1276419711" +"Schwerin","Schwerin","53.6333","11.4167","Germany","DE","DEU","Mecklenburg-Western Pomerania","admin","96641","1276221707" +"Hamburg","Hamburg","53.5500","10.0000","Germany","DE","DEU","Hamburg","admin","1757000","1276041799" +"Stuttgart","Stuttgart","48.7800","9.2000","Germany","DE","DEU","Baden-Württemberg","admin","2944700","1276171358" +"Dresden","Dresden","51.0500","13.7500","Germany","DE","DEU","Saxony","admin","617515","1276561036" +"Erfurt","Erfurt","50.9701","11.0300","Germany","DE","DEU","Thuringia","admin","203254","1276924655" +"Mainz","Mainz","49.9825","8.2732","Germany","DE","DEU","Rhineland-Palatinate","admin","184997","1276801317" +"Rostock","Rostock","54.0704","12.1500","Germany","DE","DEU","Mecklenburg-Western Pomerania","","203080","1276210265" +"Kassel","Kassel","51.3000","9.5000","Germany","DE","DEU","Hesse","minor","289924","1276791686" +"Dortmund","Dortmund","51.5300","7.4500","Germany","DE","DEU","North Rhine-Westphalia","minor","588462","1276562886" +"Duisburg","Duisburg","51.4300","6.7500","Germany","DE","DEU","North Rhine-Westphalia","minor","1276757","1276977172" +"Essen","Essen","51.4500","7.0166","Germany","DE","DEU","North Rhine-Westphalia","minor","1742135","1276769247" +"Bonn","Bonn","50.7205","7.0800","Germany","DE","DEU","North Rhine-Westphalia","minor","680543","1276807850" +"Bielefeld","Bielefeld","52.0300","8.5300","Germany","DE","DEU","North Rhine-Westphalia","minor","331906","1276112885" +"Lübeck","Lubeck","53.8704","10.6700","Germany","DE","DEU","Schleswig-Holstein","minor","235390","1276852342" +"Flensburg","Flensburg","54.7837","9.4333","Germany","DE","DEU","Schleswig-Holstein","minor","97930","1276853315" +"Emden","Emden","53.3667","7.2167","Germany","DE","DEU","Lower Saxony","minor","51526","1276309938" +"Wuppertal","Wuppertal","51.2500","7.1700","Germany","DE","DEU","North Rhine-Westphalia","minor","776525","1276004611" +"Münster","Munster","51.9704","7.6200","Germany","DE","DEU","North Rhine-Westphalia","minor","270184","1276714504" +"Osnabrück","Osnabruck","52.2804","8.0500","Germany","DE","DEU","Lower Saxony","minor","231268","1276554949" +"Göttingen","Gottingen","51.5204","9.9200","Germany","DE","DEU","Lower Saxony","minor","139419","1276211234" +"Oldenburg","Oldenburg","53.1300","8.2200","Germany","DE","DEU","Lower Saxony","minor","167458","1276946953" +"Stralsund","Stralsund","54.3004","13.1000","Germany","DE","DEU","Mecklenburg-Western Pomerania","minor","61368","1276640152" +"Braunschweig","Braunschweig","52.2500","10.5000","Germany","DE","DEU","Lower Saxony","minor","244715","1276941443" +"Bremerhaven","Bremerhaven","53.5504","8.5800","Germany","DE","DEU","Bremen","minor","137751","1276991229" +"Freiburg","Freiburg","48.0004","7.8699","Germany","DE","DEU","Baden-Württemberg","minor","254889","1276371228" +"Karlsruhe","Karlsruhe","49.0000","8.4000","Germany","DE","DEU","Baden-Württemberg","minor","377487","1276923210" +"Heidelberg","Heidelberg","49.4200","8.7000","Germany","DE","DEU","Baden-Württemberg","minor","426590","1276519742" +"Ingolstadt","Ingolstadt","48.7704","11.4500","Germany","DE","DEU","Bavaria","minor","163325","1276803150" +"Passau","Passau","48.5670","13.4666","Germany","DE","DEU","Bavaria","minor","50560","1276123699" +"Rosenheim","Rosenheim","47.8503","12.1333","Germany","DE","DEU","Bavaria","minor","92809","1276301675" +"Augsburg","Augsburg","48.3500","10.9000","Germany","DE","DEU","Bavaria","minor","358989","1276314100" +"Regensburg","Regensburg","49.0204","12.1200","Germany","DE","DEU","Bavaria","minor","164359","1276000325" +"Würzburg","Wurzburg","49.8004","9.9500","Germany","DE","DEU","Bavaria","minor","168561","1276233514" +"Coburg","Coburg","50.2666","10.9666","Germany","DE","DEU","Bavaria","minor","61054","1276428862" +"Hof","Hof","50.3170","11.9167","Germany","DE","DEU","Bavaria","minor","56153","1276561363" +"Ulm","Ulm","48.4004","10.0000","Germany","DE","DEU","Baden-Württemberg","minor","172955","1276002212" +"Nürnberg","Nurnberg","49.4500","11.0800","Germany","DE","DEU","Bavaria","minor","737304","1276166609" +"Fürth","Furth","49.4700","11.0000","Germany","DE","DEU","Bavaria","minor","237844","1276580165" +"Gießen","Giessen","50.5837","8.6500","Germany","DE","DEU","Hesse","minor","82358","1276576770" +"Mannheim","Mannheim","49.5004","8.4700","Germany","DE","DEU","Baden-Württemberg","minor","2362000","1276150104" +"Frankfurt","Frankfurt","50.1000","8.6750","Germany","DE","DEU","Hesse","minor","2895000","1276054552" +"Koblenz","Koblenz","50.3505","7.6000","Germany","DE","DEU","Rhineland-Palatinate","minor","312633","1276605495" +"Chemnitz","Chemnitz","50.8300","12.9200","Germany","DE","DEU","Saxony","minor","302643","1276519956" +"Cottbus","Cottbus","51.7704","14.3300","Germany","DE","DEU","Brandenburg","minor","105067","1276436655" +"Jena","Jena","50.9304","11.5800","Germany","DE","DEU","Thuringia","minor","104712","1276659978" +"Gera","Gera","50.8704","12.0700","Germany","DE","DEU","Thuringia","minor","104659","1276548165" +"Leipzig","Leipzig","51.3354","12.4100","Germany","DE","DEU","Saxony","minor","542529","1276563678" +"Tadjoura","Tadjoura","11.7833","42.9000","Djibouti","DJ","DJI","Tadjourah","admin","22193","1262504958" +"Arta","Arta","11.5264","42.8519","Djibouti","DJ","DJI","Arta","admin","","1262889858" +"Ali Sabih","Ali Sabih","11.1562","42.7125","Djibouti","DJ","DJI","Ali Sabieh","admin","40074","1262104228" +"Dikhil","Dikhil","11.1040","42.3720","Djibouti","DJ","DJI","Dikhil","admin","12043","1262950337" +"Djibouti","Djibouti","11.5950","43.1480","Djibouti","DJ","DJI","Djibouti","primary","923000","1262028958" +"Obock","Obock","11.9734","43.2856","Djibouti","DJ","DJI","Obock","admin","17776","1262002221" +"Vejle","Vejle","55.7090","9.5350","Denmark","DK","DNK","Syddanmark","admin","51177","1208585023" +"Hillerød","Hillerod","55.9333","12.3167","Denmark","DK","DNK","Hovedstaden","admin","28313","1208278269" +"København","Kobenhavn","55.6786","12.5635","Denmark","DK","DNK","Hovedstaden","primary","1085000","1208763942" +"Viborg","Viborg","56.4333","9.4000","Denmark","DK","DNK","Midtjylland","admin","34831","1208606810" +"Sorø","Soro","55.4330","11.5667","Denmark","DK","DNK","Sjælland","admin","7167","1208841384" +"Roskilde","Roskilde","55.6500","12.0833","Denmark","DK","DNK","Sjælland","minor","44285","1208722269" +"Odense","Odense","55.4004","10.3833","Denmark","DK","DNK","Syddanmark","minor","158222","1208194249" +"Svendborg","Svendborg","55.0704","10.6167","Denmark","DK","DNK","Syddanmark","minor","29180","1208924964" +"Esbjerg","Esbjerg","55.4670","8.4500","Denmark","DK","DNK","Syddanmark","minor","72205","1208757169" +"Århus","Aarhus","56.1572","10.2107","Denmark","DK","DNK","Midtjylland","minor","237551","1208841031" +"Aalborg","Aalborg","57.0337","9.9166","Denmark","DK","DNK","Nordjylland","admin","122219","1208789278" +"Frederikshavn","Frederikshavn","57.4337","10.5333","Denmark","DK","DNK","Nordjylland","minor","24103","1208910213" +"Roseau","Roseau","15.3010","-61.3870","Dominica","DM","DMA","Saint George","primary","23336","1212060440" +"El Seibo","El Seibo","18.7640","-69.0350","Dominican Republic","DO","DOM","Yuma","minor","23547","1214331828" +"Cotuí","Cotui","19.0590","-70.1520","Dominican Republic","DO","DOM","Cibao Sur","minor","41641","1214299029" +"Pedernales","Pedernales","18.0380","-71.7410","Dominican Republic","DO","DOM","Enriquillo","minor","11072","1214415453" +"Neiba","Neiba","18.4666","-71.4166","Dominican Republic","DO","DOM","Enriquillo","minor","25731","1214562502" +"Jimaní","Jimani","18.4930","-71.8510","Dominican Republic","DO","DOM","Enriquillo","minor","6567","1214388193" +"Comendador","Comendador","18.8760","-71.7070","Dominican Republic","DO","DOM","El Valle","minor","43894","1214626724" +"Monte Cristi","Monte Cristi","19.8670","-71.6500","Dominican Republic","DO","DOM","Cibao Noroeste","minor","17001","1214970157" +"Sabaneta","Sabaneta","19.5050","-71.3450","Dominican Republic","DO","DOM","Cibao Noroeste","minor","16380","1214181927" +"Dajabón","Dajabon","19.5480","-71.7050","Dominican Republic","DO","DOM","Cibao Noroeste","minor","16398","1214367800" +"Puerto Plata","Puerto Plata","19.7902","-70.6902","Dominican Republic","DO","DOM","Cibao Norte","minor","119897","1214279422" +"Moca","Moca","19.3970","-70.5230","Dominican Republic","DO","DOM","Cibao Norte","minor","61834","1214863528" +"Samaná","Samana","19.2120","-69.3320","Dominican Republic","DO","DOM","Cibao Nordeste","minor","11432","1214655701" +"Higuey","Higuey","18.6160","-68.7080","Dominican Republic","DO","DOM","Yuma","minor","123787","1214313712" +"Monte Plata","Monte Plata","18.8070","-69.7840","Dominican Republic","DO","DOM","Higuamo","minor","15532","1214856228" +"Hato Mayor","Hato Mayor","18.7640","-69.2570","Dominican Republic","DO","DOM","Higuamo","minor","35999","1214232592" +"Nagua","Nagua","19.3760","-69.8470","Dominican Republic","DO","DOM","Cibao Nordeste","minor","33862","1214449469" +"Salcedo","Salcedo","19.3830","-70.4167","Dominican Republic","DO","DOM","Cibao Nordeste","minor","45299","1214901060" +"Azua","Azua","18.4540","-70.7290","Dominican Republic","DO","DOM","Valdesia","minor","59139","1214004418" +"Baní","Bani","18.2800","-70.3310","Dominican Republic","DO","DOM","Valdesia","minor","66709","1214720035" +"Bonao","Bonao","18.9420","-70.4090","Dominican Republic","DO","DOM","Cibao Sur","minor","73269","1214793175" +"San Francisco de Macorís","San Francisco de Macoris","19.3000","-70.2500","Dominican Republic","DO","DOM","Cibao Nordeste","admin","152538","1214710545" +"Mao","Mao","19.5520","-71.0750","Dominican Republic","DO","DOM","Cibao Noroeste","admin","48297","1214217168" +"Santo Domingo Este","Santo Domingo Este","18.4885","-69.8571","Dominican Republic","DO","DOM","Ozama","admin","","1214664832" +"San Cristóbal","San Cristobal","18.4160","-70.1090","Dominican Republic","DO","DOM","Valdesia","admin","154040","1214335207" +"La Romana","La Romana","18.4170","-68.9666","Dominican Republic","DO","DOM","Yuma","admin","208437","1214760518" +"Santiago","Santiago","19.5000","-70.6700","Dominican Republic","DO","DOM","Cibao Norte","admin","1550753","1214985348" +"Santo Domingo","Santo Domingo","18.4701","-69.9001","Dominican Republic","DO","DOM","Ozama","primary","2154000","1214636202" +"La Vega","La Vega","19.2166","-70.5166","Dominican Republic","DO","DOM","Cibao Sur","admin","163197","1214691060" +"San Juan","San Juan","18.8070","-71.2290","Dominican Republic","DO","DOM","El Valle","admin","72950","1214608846" +"Barahona","Barahona","18.2004","-71.1000","Dominican Republic","DO","DOM","Enriquillo","admin","90128","1214900129" +"San Pedro de Macorís","San Pedro de Macoris","18.4504","-69.3000","Dominican Republic","DO","DOM","Higuamo","admin","217899","1214233006" +"Bávaro","Bavaro","18.7170","-68.4500","Dominican Republic","DO","DOM","Yuma","","795","1214902144" +"Béni Ounif","Beni Ounif","32.0493","-1.2514","Algeria","DZ","DZA","Béchar","","5628","1012327989" +"Algiers","Algiers","36.7631","3.0506","Algeria","DZ","DZA","Alger","primary","3354000","1012973369" +"Hassi Messaoud","Hassi Messaoud","31.7023","6.0545","Algeria","DZ","DZA","Ouargla","","18124","1012339655" +"Touggourt","Touggourt","33.1000","6.0600","Algeria","DZ","DZA","Ouargla","","133954","1012546670" +"Djanet","Djanet","24.5529","9.4823","Algeria","DZ","DZA","Illizi","","666","1012827195" +"I-n-Amenas","I-n-Amenas","28.0503","9.5500","Algeria","DZ","DZA","Illizi","","216","1012221429" +"El Goléa","El Golea","30.5666","2.8833","Algeria","DZ","DZA","Ghardaïa","","32049","1012834851" +"In Amguel","In Amguel","23.6939","5.1647","Algeria","DZ","DZA","Tamanrasset","","3030","1012162135" +"Reggane","Reggane","26.7000","0.1666","Algeria","DZ","DZA","Adrar","","32974","1012709576" +"I-n-Salah","I-n-Salah","27.2166","2.4666","Algeria","DZ","DZA","Tamanrasset","","49223","1012201146" +"Timimoun","Timimoun","29.2365","0.2700","Algeria","DZ","DZA","Adrar","","49237","1012351010" +"Sefra","Sefra","32.7604","-0.5799","Algeria","DZ","DZA","Naama","","63420","1012884513" +"Abadla","Abadla","31.0171","-2.7333","Algeria","DZ","DZA","Béchar","","14364","1012262770" +"Oum el Bouaghi","Oum el Bouaghi","35.8500","7.1500","Algeria","DZ","DZA","Oum el Bouaghi","admin","100821","1012958880" +"Souk Ahras","Souk Ahras","36.2904","7.9500","Algeria","DZ","DZA","Souk Ahras","admin","134947","1012419619" +"Illizi","Illizi","26.4834","8.4666","Algeria","DZ","DZA","Illizi","admin","7957","1012499058" +"Tissemsilt","Tissemsilt","35.6072","1.8108","Algeria","DZ","DZA","Tissemsilt","admin","","1012743339" +"Tindouf","Tindouf","27.6742","-8.1478","Algeria","DZ","DZA","Tindouf","admin","18270","1012450434" +"Tamanrasset","Tamanrasset","22.7850","5.5228","Algeria","DZ","DZA","Tamanrasset","admin","76000","1012765474" +"Ouargla","Ouargla","31.9700","5.3400","Algeria","DZ","DZA","Ouargla","admin","176271","1012425687" +"M'sila","M'sila","35.7000","4.5450","Algeria","DZ","DZA","M’sila","admin","150000","1012857730" +"Guelma","Guelma","36.4660","7.4280","Algeria","DZ","DZA","Guelma","admin","123590","1012266321" +"El Oued","El Oued","33.3704","6.8600","Algeria","DZ","DZA","El Oued","admin","177497","1012148937" +"Bordj Bou Arréridj","Bordj Bou Arreridj","36.0590","4.6300","Algeria","DZ","DZA","Bordj Bou Arréridj","admin","140000","1012016677" +"Annaba","Annaba","36.9200","7.7600","Algeria","DZ","DZA","Annaba","admin","503524","1012600001" +"Aïn Temouchent","Ain Temouchent","35.2975","-1.1404","Algeria","DZ","DZA","Aïn Temouchent","admin","","1012763655" +"Aïn Defla","Ain Defla","36.2641","1.9679","Algeria","DZ","DZA","Aïn Defla","admin","","1012656497" +"Adrar","Adrar","27.8700","-0.2900","Algeria","DZ","DZA","Adrar","admin","56910","1012462113" +"Batna","Batna","35.5700","6.1700","Algeria","DZ","DZA","Batna","admin","280798","1012093229" +"Béchar","Bechar","31.6111","-2.2300","Algeria","DZ","DZA","Béchar","admin","143382","1012371820" +"Béjaïa","Bejaia","36.7604","5.0700","Algeria","DZ","DZA","Bejaïa","admin","384937","1012140298" +"Biskra","Biskra","34.8600","5.7300","Algeria","DZ","DZA","Biskra","admin","202103","1012947247" +"Blida","Blida","36.4203","2.8300","Algeria","DZ","DZA","Blida","admin","511348","1012045589" +"Bouïra","Bouira","36.3805","3.9000","Algeria","DZ","DZA","Bouira","admin","110144","1012006499" +"Boumerdes","Boumerdes","36.7590","3.4748","Algeria","DZ","DZA","Boumerdes","admin","","1012627486" +"Chlef","Chlef","36.1704","1.3200","Algeria","DZ","DZA","Chlef","admin","449167","1012772239" +"Constantine","Constantine","36.3600","6.5999","Algeria","DZ","DZA","Constantine","admin","605179","1012275076" +"Djelfa","Djelfa","34.6800","3.2500","Algeria","DZ","DZA","Djelfa","admin","170901","1012268984" +"El Bayadh","El Bayadh","33.6904","1.0100","Algeria","DZ","DZA","El Bayadh","admin","67413","1012906892" +"El Tarf","El Tarf","36.7672","8.3138","Algeria","DZ","DZA","El Tarf","admin","","1012205687" +"Ghardaia","Ghardaia","32.4900","3.6700","Algeria","DZ","DZA","Ghardaïa","admin","125480","1012074690" +"Jijel","Jijel","36.8220","5.7660","Algeria","DZ","DZA","Jijel","admin","148000","1012782547" +"Khenchela","Khenchela","35.4358","7.1433","Algeria","DZ","DZA","Khenchela","admin","","1012495148" +"Laghouat","Laghouat","33.8100","2.8800","Algeria","DZ","DZA","Laghouat","admin","113872","1012233848" +"Mascara","Mascara","35.4004","0.1400","Algeria","DZ","DZA","Mascara","admin","108230","1012738269" +"Médéa","Medea","36.2704","2.7700","Algeria","DZ","DZA","Médéa","admin","147707","1012758282" +"Mila","Mila","36.4503","6.2644","Algeria","DZ","DZA","Mila","admin","","1012656063" +"Mostaganem","Mostaganem","35.9404","0.0900","Algeria","DZ","DZA","Mostaganem","admin","188354","1012061703" +"Naama","Naama","33.2667","-0.3167","Algeria","DZ","DZA","Naama","admin","","1012850542" +"Oran","Oran","35.7100","-0.6200","Algeria","DZ","DZA","Oran","admin","798000","1012126319" +"Relizane","Relizane","35.7373","0.5560","Algeria","DZ","DZA","Relizane","admin","","1012939885" +"Saïda","Saida","34.8404","0.1400","Algeria","DZ","DZA","Saïda","admin","142213","1012285874" +"Sétif","Setif","36.1800","5.4000","Algeria","DZ","DZA","Sétif","admin","274744","1012981116" +"Sidi bel Abbes","Sidi bel Abbes","35.1903","-0.6400","Algeria","DZ","DZA","Sidi Bel Abbès","admin","208604","1012123414" +"Skikda","Skikda","36.8804","6.9000","Algeria","DZ","DZA","Skikda","admin","225181","1012619903" +"Tébessa","Tebessa","35.4104","8.1200","Algeria","DZ","DZA","Tébessa","admin","171742","1012196375" +"Tiarat","Tiarat","35.3804","1.3200","Algeria","DZ","DZA","Tiaret","admin","184195","1012785868" +"Tipasa","Tipasa","36.5897","2.4475","Algeria","DZ","DZA","Tipaza","admin","","1012866308" +"Tizi-Ouzou","Tizi-Ouzou","36.8000","4.0333","Algeria","DZ","DZA","Tizi Ouzou","admin","144000","1012126997" +"Tlimcen","Tlimcen","34.8904","-1.3200","Algeria","DZ","DZA","Tlemcen","admin","229777","1012978325" +"Valdez","Valdez","1.2671","-78.9855","Ecuador","EC","ECU","Esmeraldas","","11441","1218064465" +"Piñas","Pinas","-3.6700","-79.6500","Ecuador","EC","ECU","El Oro","","16981","1218213967" +"Alausí","Alausi","-2.1900","-78.8500","Ecuador","EC","ECU","Chimborazo","","14294","1218578121" +"Yaupi","Yaupi","-2.8543","-77.9363","Ecuador","EC","ECU","Morona-Santiago","","293","1218516951" +"Quito","Quito","-0.2150","-78.5001","Ecuador","EC","ECU","Pichincha","primary","1701000","1218441993" +"San Gabriel","San Gabriel","0.6100","-77.8400","Ecuador","EC","ECU","Carchi","","16066","1218199820" +"Jipijapa","Jipijapa","-1.3496","-80.5800","Ecuador","EC","ECU","Manabí","","35901","1218962184" +"Santa Cruz","Santa Cruz","-0.5333","-90.3500","Ecuador","EC","ECU","Galápagos","","11262","1218773967" +"Puerto Villamil","Puerto Villamil","-0.9333","-91.0167","Ecuador","EC","ECU","Galápagos","","2200","1218383536" +"Cayambe","Cayambe","0.0504","-78.1600","Ecuador","EC","ECU","Pichincha","","27881","1218475970" +"Salinas","Salinas","-2.2000","-80.9800","Ecuador","EC","ECU","Guayas","","43862","1218838548" +"San Lorenzo","San Lorenzo","1.2704","-78.8601","Ecuador","EC","ECU","Esmeraldas","","20209","1218156660" +"Milagro","Milagro","-2.1796","-79.6000","Ecuador","EC","ECU","Guayas","","109970","1218568564" +"Muisne","Muisne","0.6100","-80.0200","Ecuador","EC","ECU","Esmeraldas","","13393","1218271569" +"Zamora","Zamora","-4.0696","-78.9700","Ecuador","EC","ECU","Zamora-Chinchipe","admin","15276","1218873167" +"Nueva Loja","Nueva Loja","0.0906","-76.8884","Ecuador","EC","ECU","Sucumbíos","admin","","1218895755" +"Manta","Manta","-0.9800","-80.7300","Ecuador","EC","ECU","Manabí","","183166","1218160109" +"Chone","Chone","-0.6896","-80.0900","Ecuador","EC","ECU","Manabí","","44751","1218083347" +"Sangolquí","Sangolqui","-0.3100","-78.4600","Ecuador","EC","ECU","Pichincha","","178582","1218715616" +"Macará","Macara","-4.3796","-79.9500","Ecuador","EC","ECU","Loja","","13035","1218426387" +"Guayaquil","Guayaquil","-2.2200","-79.9200","Ecuador","EC","ECU","Guayas","admin","2514000","1218802178" +"Ibarra","Ibarra","0.3604","-78.1300","Ecuador","EC","ECU","Imbabura","admin","146741","1218479054" +"Loja","Loja","-3.9900","-79.2100","Ecuador","EC","ECU","Loja","admin","126368","1218739896" +"Babahoyo","Babahoyo","-1.7996","-79.5400","Ecuador","EC","ECU","Los Ríos","admin","76279","1218156392" +"Portoviejo","Portoviejo","-1.0600","-80.4600","Ecuador","EC","ECU","Manabí","admin","213601","1218169586" +"Macas","Macas","-2.3096","-78.1200","Ecuador","EC","ECU","Morona-Santiago","admin","23687","1218176372" +"Puyo","Puyo","-1.4830","-77.9870","Ecuador","EC","ECU","Pastaza","admin","24881","1218537461" +"Ambato","Ambato","-1.2696","-78.6200","Ecuador","EC","ECU","Tungurahua","admin","281425","1218046148" +"Tena","Tena","-0.9796","-77.8100","Ecuador","EC","ECU","Napo","admin","31126","1218759537" +"Puerto Francisco de Orellana","Puerto Francisco de Orellana","-0.4664","-76.9872","Ecuador","EC","ECU","Orellana","admin","","1218387446" +"Santo Domingo de los Colorados","Santo Domingo de los Colorados","-0.2530","-79.1754","Ecuador","EC","ECU","Santo Domingo de los Tsáchilas","admin","","1218148017" +"Santa Elena","Santa Elena","-2.2262","-80.8587","Ecuador","EC","ECU","Santa Elena","admin","","1218296446" +"Puerto Baquerizo Moreno","Puerto Baquerizo Moreno","-0.9000","-89.6000","Ecuador","EC","ECU","Galápagos","admin","6030","1218093882" +"Cuenca","Cuenca","-2.9000","-79.0000","Ecuador","EC","ECU","Azuay","admin","286878","1218041020" +"Guaranda","Guaranda","-1.6100","-79.0100","Ecuador","EC","ECU","Bolívar","admin","27866","1218581593" +"Azogues","Azogues","-2.7400","-78.8400","Ecuador","EC","ECU","Cañar","admin","69087","1218651012" +"Tulcán","Tulcan","0.8220","-77.7320","Ecuador","EC","ECU","Carchi","admin","83000","1218976878" +"Riobamba","Riobamba","-1.6700","-78.6500","Ecuador","EC","ECU","Chimborazo","admin","172464","1218552075" +"Latacunga","Latacunga","-0.9296","-78.6100","Ecuador","EC","ECU","Cotopaxi","admin","94972","1218947988" +"Machala","Machala","-3.2600","-79.9600","Ecuador","EC","ECU","El Oro","admin","213034","1218378191" +"Esmeraldas","Esmeraldas","0.9304","-79.6700","Ecuador","EC","ECU","Esmeraldas","admin","173101","1218601363" +"Valga","Valga","57.7744","26.0453","Estonia","EE","EST","Valgamaa","admin","","1233406308" +"Viljandi","Viljandi","58.3639","25.5900","Estonia","EE","EST","Viljandimaa","admin","20309","1233067368" +"Tallinn","Tallinn","59.4339","24.7280","Estonia","EE","EST","Harjumaa","primary","394024","1233260021" +"Kärdla","Kardla","58.9978","22.7492","Estonia","EE","EST","Hiiumaa","admin","","1233977488" +"Rakvere","Rakvere","59.3464","26.3558","Estonia","EE","EST","Lääne-Virumaa","admin","","1233049348" +"Pärnu","Parnu","58.3747","24.5136","Estonia","EE","EST","Pärnumaa","admin","44192","1233955054" +"Paide","Paide","58.8856","25.5572","Estonia","EE","EST","Järvamaa","admin","","1233393684" +"Jõgeva","Jogeva","58.7467","26.3939","Estonia","EE","EST","Jõgevamaa","admin","","1233192849" +"Põlva","Polva","58.0603","27.0694","Estonia","EE","EST","Põlvamaa","admin","","1233866730" +"Tartu","Tartu","58.3839","26.7099","Estonia","EE","EST","Tartumaa","admin","101092","1233809410" +"Rapla","Rapla","59.0072","24.7928","Estonia","EE","EST","Raplamaa","admin","","1233013333" +"Kuressaare","Kuressaare","58.2481","22.5039","Estonia","EE","EST","Saaremaa","admin","","1233341219" +"Jõhvi","Johvi","59.3592","27.4211","Estonia","EE","EST","Ida-Virumaa","admin","","1233731045" +"Võru","Voru","57.8339","27.0194","Estonia","EE","EST","Võrumaa","admin","","1233754374" +"Haapsalu","Haapsalu","58.9431","23.5414","Estonia","EE","EST","Läänemaa","admin","11805","1233967642" +"Kohtla-Järve","Kohtla-Jarve","59.4000","27.2833","Estonia","EE","EST","Ida-Virumaa","minor","46060","1233016348" +"Narva","Narva","59.3776","28.1603","Estonia","EE","EST","Ida-Virumaa","minor","66980","1233751159" +"Berenice","Berenice","23.9460","35.4842","Egypt","EG","EGY","Al Baḩr al Aḩmar","","10","1818107956" +"Beni Mazar","Beni Mazar","28.4904","30.8100","Egypt","EG","EGY","Al Minyā","","79553","1818729843" +"Samalut","Samalut","28.3004","30.7100","Egypt","EG","EGY","Al Minyā","","152097","1818180512" +"El Mansura","El Mansura","31.0504","31.3800","Egypt","EG","EGY","Ad Daqahlīyah","admin","600000","1818255319" +"Mallawi","Mallawi","27.7304","30.8400","Egypt","EG","EGY","Al Minyā","","217365","1818284236" +"El Minya","El Minya","28.0900","30.7500","Egypt","EG","EGY","Al Minyā","admin","500000","1818607968" +"Siwa","Siwa","29.2000","25.5167","Egypt","EG","EGY","Maţrūḩ","","23080","1818755237" +"Matruh","Matruh","31.3504","27.2300","Egypt","EG","EGY","Maţrūḩ","admin","103470","1818661611" +"Qena","Qena","26.1505","32.7200","Egypt","EG","EGY","Qinā","admin","302027","1818868450" +"Salum","Salum","31.5670","25.1500","Egypt","EG","EGY","Maţrūḩ","","7330","1818639105" +"El Daba","El Daba","31.0338","28.4333","Egypt","EG","EGY","Maţrūḩ","","14212","1818525598" +"El Faiyum","El Faiyum","29.3100","30.8400","Egypt","EG","EGY","Al Fayyūm","admin","316772","1818281002" +"Asyut","Asyut","27.1900","31.1799","Egypt","EG","EGY","Asyūţ","admin","420585","1818456592" +"Bur Safaga","Bur Safaga","26.7337","33.9333","Egypt","EG","EGY","Al Baḩr al Aḩmar","","32944","1818038126" +"El Alamein","El Alamein","30.8171","28.9500","Egypt","EG","EGY","Maţrūḩ","","7400","1818237095" +"Kom Ombo","Kom Ombo","24.4700","32.9500","Egypt","EG","EGY","Aswān","","303962","1818527731" +"El Giza","El Giza","30.0100","31.1900","Egypt","EG","EGY","Al Jīzah","admin","2681863","1818925479" +"Isna","Isna","25.2904","32.5499","Egypt","EG","EGY","Qinā","","100000","1818782058" +"El Kharga","El Kharga","25.4400","30.5500","Egypt","EG","EGY","Al Wādī al Jadīd","admin","49991","1818872500" +"Qasr Farafra","Qasr Farafra","27.0671","27.9666","Egypt","EG","EGY","Al Wādī al Jadīd","","5000","1818000020" +"Girga","Girga","26.3304","31.8800","Egypt","EG","EGY","Sūhāj","","128250","1818327836" +"El Qasr","El Qasr","25.7004","28.8833","Egypt","EG","EGY","Al Wādī al Jadīd","","1716","1818618401" +"Hurghada","Hurghada","27.2300","33.8300","Egypt","EG","EGY","Al Baḩr al Aḩmar","admin","157204","1818666245" +"Sohag","Sohag","26.5504","31.7000","Egypt","EG","EGY","Sūhāj","admin","600000","1818460403" +"El Tur","El Tur","28.2394","33.6148","Egypt","EG","EGY","Janūb Sīnā’","admin","27628","1818306172" +"Bur Said","Bur Said","31.2600","32.2900","Egypt","EG","EGY","Būr Sa‘īd","admin","623864","1818628574" +"Tanta","Tanta","30.7904","31.0000","Egypt","EG","EGY","Al Gharbīyah","admin","404901","1818501770" +"Ismaïlia","Ismailia","30.5903","32.2600","Egypt","EG","EGY","Al Ismā‘īlīyah","admin","656135","1818532766" +"Suez","Suez","30.0050","32.5499","Egypt","EG","EGY","As Suways","admin","508335","1818495972" +"Beni Suef","Beni Suef","29.0804","31.0900","Egypt","EG","EGY","Banī Suwayf","admin","489450","1818902849" +"Aswan","Aswan","24.0875","32.8989","Egypt","EG","EGY","Aswān","admin","313442","1818262512" +"Cairo","Cairo","30.0500","31.2500","Egypt","EG","EGY","Al Qāhirah","primary","11893000","1818253931" +"Dumyat","Dumyat","31.4204","31.8200","Egypt","EG","EGY","Dumyāţ","admin","299459","1818333966" +"Zagazig","Zagazig","30.5833","31.5167","Egypt","EG","EGY","Ash Sharqīyah","admin","285097","1818017750" +"Alexandria","Alexandria","31.2000","29.9500","Egypt","EG","EGY","Al Iskandarīyah","admin","4165000","1818695837" +"Shibin el Kom","Shibin el Kom","30.5920","30.9000","Egypt","EG","EGY","Al Minūfīyah","admin","182900","1818787044" +"El Arish","El Arish","31.1249","33.8006","Egypt","EG","EGY","Shamāl Sīnā’","admin","178651","1818291145" +"Damanhûr","Damanhur","31.0504","30.4700","Egypt","EG","EGY","Al Buḩayrah","admin","500000","1818708838" +"Luxor","Luxor","25.7000","32.6500","Egypt","EG","EGY","Al Uqşur","admin","609248","1818948225" +"Rashid","Rashid","31.4604","30.3900","Egypt","EG","EGY","Al Buḩayrah","","199509","1818868679" +"Kafr el Sheikh","Kafr el Sheikh","31.1090","30.9360","Egypt","EG","EGY","Kafr ash Shaykh","admin","143970","1818743040" +"Benha","Benha","30.4667","31.1833","Egypt","EG","EGY","Al Qalyūbīyah","admin","167029","1818596265" +"Tessenei","Tessenei","15.1104","36.6575","Eritrea","ER","ERI","Gash Barka","","15255","1232609825" +"Mendefera","Mendefera","14.8860","38.8163","Eritrea","ER","ERI","Debub","admin","257390","1232751882" +"Assab","Assab","13.0100","42.7300","Eritrea","ER","ERI","Debubawī K’eyih Bahrī","admin","105496","1232396238" +"Agordat","Agordat","15.5490","37.8867","Eritrea","ER","ERI","Gash Barka","","28600","1232800240" +"Barentu","Barentu","15.1058","37.5907","Eritrea","ER","ERI","Gash Barka","admin","","1232695352" +"Massawa","Massawa","15.6101","39.4500","Eritrea","ER","ERI","Semēnawī K’eyih Bahrī","admin","142564","1232344222" +"Asmara","Asmara","15.3333","38.9333","Eritrea","ER","ERI","Ma’ākel","primary","620802","1232791236" +"Keren","Keren","15.6804","38.4500","Eritrea","ER","ERI","Ānseba","admin","150000","1232693598" +"Vitoria","Vitoria","42.8500","-2.6700","Spain","ES","ESP","Basque Country","admin","224578","1724975338" +"Santander","Santander","43.3805","-3.8000","Spain","ES","ESP","Cantabria","admin","208763","1724247413" +"Logroño","Logrono","42.4704","-2.4300","Spain","ES","ESP","La Rioja","admin","143698","1724721513" +"Barcelona","Barcelona","41.3833","2.1834","Spain","ES","ESP","Catalonia","admin","4920000","1724594040" +"Mataró","Mataro","41.5400","2.4500","Spain","ES","ESP","Catalonia","","183293","1724901780" +"Oviedo","Oviedo","43.3505","-5.8300","Spain","ES","ESP","Asturias","admin","235651","1724090743" +"Arrecife","Arrecife","28.9690","-13.5378","Spain","ES","ESP","Canary Islands","","52944","1724630905" +"Las Palmas","Las Palmas","28.1000","-15.4300","Spain","ES","ESP","Canary Islands","admin","378495","1724501748" +"Toledo","Toledo","39.8670","-4.0167","Spain","ES","ESP","Castille-La Mancha","admin","74632","1724171411" +"Lorca","Lorca","37.6886","-1.6985","Spain","ES","ESP","Murcia","","86119","1724565149" +"Zaragoza","Zaragoza","41.6500","-0.8900","Spain","ES","ESP","Aragon","admin","649404","1724907391" +"Murcia","Murcia","37.9800","-1.1300","Spain","ES","ESP","Murcia","admin","406807","1724107739" +"Gijón","Gijon","43.5300","-5.6700","Spain","ES","ESP","Asturias","","335972","1724170659" +"Linares","Linares","38.0833","-3.6334","Spain","ES","ESP","Andalusia","","59761","1724047784" +"Cartagena","Cartagena","37.6004","-0.9800","Spain","ES","ESP","Murcia","","201274","1724143241" +"Vigo","Vigo","42.2200","-8.7300","Spain","ES","ESP","Galicia","","378952","1724045676" +"Valladolid","Valladolid","41.6500","-4.7500","Spain","ES","ESP","Castille-Leon","admin","322304","1724133771" +"Santiago de Compostela","Santiago de Compostela","42.8829","-8.5411","Spain","ES","ESP","Galicia","admin","92430","1724547778" +"Mérida","Merida","38.9120","-6.3380","Spain","ES","ESP","Extremadura","admin","52423","1724941889" +"Algeciras","Algeciras","36.1267","-5.4665","Spain","ES","ESP","Andalusia","","111027","1724355681" +"Marbella","Marbella","36.5166","-4.8833","Spain","ES","ESP","Andalusia","","186131","1724685705" +"Almería","Almeria","36.8303","-2.4300","Spain","ES","ESP","Andalusia","minor","179405","1724745640" +"Córdoba","Cordoba","37.8800","-4.7700","Spain","ES","ESP","Andalusia","minor","321376","1724706440" +"Granada‎","Granada","37.1650","-3.5850","Spain","ES","ESP","Andalusia","minor","388290","1724929320" +"Jaén","Jaen","37.7704","-3.8000","Spain","ES","ESP","Andalusia","minor","116400","1724699771" +"Málaga","Malaga","36.7204","-4.4200","Spain","ES","ESP","Andalusia","minor","550058","1724397372" +"Albacete","Albacete","39.0003","-1.8700","Spain","ES","ESP","Castille-La Mancha","minor","158094","1724000069" +"Guadalajara","Guadalajara","40.6337","-3.1666","Spain","ES","ESP","Castille-La Mancha","minor","72850","1724317859" +"Burgos","Burgos","42.3504","-3.6800","Spain","ES","ESP","Castille-Leon","minor","170183","1724993285" +"León","Leon","42.5800","-5.5700","Spain","ES","ESP","Castille-Leon","minor","136227","1724907542" +"Salamanca","Salamanca","40.9704","-5.6700","Spain","ES","ESP","Castille-Leon","minor","162353","1724960825" +"Huelva","Huelva","37.2504","-6.9299","Spain","ES","ESP","Andalusia","minor","144174","1724420824" +"Cádiz","Cadiz","36.5350","-6.2250","Spain","ES","ESP","Andalusia","minor","283157","1724502822" +"Ceuta","Ceuta","35.8890","-5.3070","Spain","ES","ESP","Ceuta","","78674","1724324416" +"Melilla","Melilla","35.3000","-2.9500","Spain","ES","ESP","Melilla","","141308","1724144891" +"Tarragona","Tarragona","41.1204","1.2500","Spain","ES","ESP","Catalonia","minor","126291","1724296961" +"Badajoz","Badajoz","38.8804","-6.9700","Spain","ES","ESP","Extremadura","minor","140133","1724759742" +"La Coruña","La Coruna","43.3300","-8.4200","Spain","ES","ESP","Galicia","minor","370610","1724417375" +"Ourense","Ourense","42.3300","-7.8700","Spain","ES","ESP","Galicia","minor","118107","1724571895" +"Bilbao","Bilbao","43.2500","-2.9300","Spain","ES","ESP","Basque Country","minor","875552","1724331267" +"Santa Cruz de Tenerife","Santa Cruz de Tenerife","28.4700","-16.2500","Spain","ES","ESP","Canary Islands","admin","336061","1724813158" +"Seville","Seville","37.4050","-5.9800","Spain","ES","ESP","Andalusia","admin","1212045","1724991838" +"Pamplona","Pamplona","42.8200","-1.6500","Spain","ES","ESP","Navarre","admin","274545","1724483329" +"Palma","Palma","39.5743","2.6542","Spain","ES","ESP","Balearic Islands","admin","375773","1724728111" +"Valencia","Valencia","39.4850","-0.4000","Spain","ES","ESP","Valencia","admin","808000","1724981666" +"Madrid","Madrid","40.4000","-3.6834","Spain","ES","ESP","Madrid","primary","5567000","1724616994" +"San Sebastián","San Sebastian","43.3204","-1.9800","Spain","ES","ESP","Basque Country","minor","357468","1724910555" +"Alicante","Alicante","38.3512","-0.4836","Spain","ES","ESP","Valencia","minor","315863","1724923163" +"Castello","Castello","39.9704","-0.0500","Spain","ES","ESP","Valencia","minor","180610","1724579885" +"Adigrat","Adigrat","14.2804","39.4700","Ethiopia","ET","ETH","Tigray","","104021","1231492773" +"Aksum","Aksum","14.1304","38.7200","Ethiopia","ET","ETH","Tigray","","47487","1231573651" +"Gondar","Gonder","12.6100","37.4600","Ethiopia","ET","ETH","Āmara","","156230","1231234833" +"Nazret","Nazret","8.5500","39.2700","Ethiopia","ET","ETH","Oromīya","","476892","1231826873" +"Sodo","Sodo","6.9000","37.7500","Ethiopia","ET","ETH","YeDebub Bihēroch Bihēreseboch na Hizboch","","65737","1231130720" +"Asela","Asela","7.9504","39.1399","Ethiopia","ET","ETH","Oromīya","","82240","1231347519" +"Dila","Dila","6.4104","38.3100","Ethiopia","ET","ETH","YeDebub Bihēroch Bihēreseboch na Hizboch","","47021","1231393325" +"Nagele","Nagele","5.3166","39.5833","Ethiopia","ET","ETH","Oromīya","","11772","1231215294" +"Dembi Dolo","Dembi Dolo","8.5337","34.8000","Ethiopia","ET","ETH","Oromīya","","27780","1231620291" +"Dese","Dese","11.1300","39.6300","Ethiopia","ET","ETH","Āmara","","183802","1231359719" +"Bahir Dar","Bahir Dar","11.6001","37.3833","Ethiopia","ET","ETH","Āmara","admin","206748","1231784118" +"Hagere Hiywet","Hagere Hiywet","8.9804","37.8500","Ethiopia","ET","ETH","Oromīya","","43920","1231809487" +"Gode","Gode","5.9500","43.4500","Ethiopia","ET","ETH","Sumalē","","75000","1231128743" +"Giyon","Giyon","8.5304","37.9700","Ethiopia","ET","ETH","Oromīya","","114534","1231961383" +"Shashemene","Shashemene","7.2004","38.5900","Ethiopia","ET","ETH","Oromīya","","114350","1231110370" +"Hosaina","Hosaina","7.5504","37.8500","Ethiopia","ET","ETH","YeDebub Bihēroch Bihēreseboch na Hizboch","","89300","1231400775" +"Nekemte","Nekemte","9.0905","36.5300","Ethiopia","ET","ETH","Oromīya","","73018","1231437227" +"Yirga Alem","Yirga Alem","6.7504","38.4100","Ethiopia","ET","ETH","YeDebub Bihēroch Bihēreseboch na Hizboch","","36292","1231817240" +"Gore","Gore","8.1490","35.5370","Ethiopia","ET","ETH","Oromīya","","9352","1231481918" +"Gimbi","Gimbi","9.1670","35.8333","Ethiopia","ET","ETH","Oromīya","","31809","1231550284" +"Jima","Jima","7.6800","36.8300","Ethiopia","ET","ETH","Oromīya","","128306","1231214366" +"Debre Markos","Debre Markos","10.3400","37.7200","Ethiopia","ET","ETH","Āmara","","70758","1231943444" +"Dolo Bay","Dolo Bay","4.1833","42.0833","Ethiopia","ET","ETH","Sumalē","","11810","1231539120" +"Arba Minch","Arba Minch","6.0400","37.5500","Ethiopia","ET","ETH","YeDebub Bihēroch Bihēreseboch na Hizboch","","69622","1231302134" +"Awasa","Awasa","7.0600","38.4770","Ethiopia","ET","ETH","YeDebub Bihēroch Bihēreseboch na Hizboch","admin","133097","1231663122" +"Asosa","Asosa","10.0670","34.5333","Ethiopia","ET","ETH","Bīnshangul Gumuz","admin","30512","1231491184" +"Gambēla","Gambela","8.2500","34.5833","Ethiopia","ET","ETH","Gambēla Hizboch","admin","","1231698892" +"Jijiga","Jijiga","9.3504","42.7900","Ethiopia","ET","ETH","Sumalē","admin","56821","1231737909" +"Goba","Goba","7.0100","39.9700","Ethiopia","ET","ETH","Oromīya","","34369","1231837780" +"Addis Ababa","Addis Ababa","9.0333","38.7000","Ethiopia","ET","ETH","Ādīs Ābeba","primary","3100000","1231824991" +"Bati","Bati","11.1837","40.0166","Ethiopia","ET","ETH","Āmara","","19260","1231243570" +"Dire Dawa","Dire Dawa","9.5900","41.8600","Ethiopia","ET","ETH","Dirē Dawa","admin","252279","1231089714" +"Mekele","Mekele","13.5000","39.4700","Ethiopia","ET","ETH","Tigray","admin","95856","1231468531" +"Debre Birhan","Debre Birhan","9.6804","39.5300","Ethiopia","ET","ETH","Āmara","","65231","1231777741" +"Harar","Harar","9.3200","42.1500","Ethiopia","ET","ETH","Hārerī Hizb","admin","174994","1231785978" +"Semera","Semera","11.7956","41.0086","Ethiopia","ET","ETH","Āfar","admin","","1231617820" +"Pori","Pori","61.4789","21.7749","Finland","FI","FIN","Satakunta","admin","76772","1246259412" +"Kuopio","Kuopio","62.8943","27.6949","Finland","FI","FIN","Pohjois-Savo","admin","91900","1246334067" +"Jyväskylä","Jyvaskyla","62.2603","25.7500","Finland","FI","FIN","Keski-Suomi","admin","98136","1246938345" +"Rovaniemi","Rovaniemi","66.5000","25.7159","Finland","FI","FIN","Lappi","admin","34781","1246718173" +"Lahti","Lahti","60.9939","25.6649","Finland","FI","FIN","Päijät-Häme","admin","98826","1246538847" +"Mikkeli","Mikkeli","61.6900","27.2850","Finland","FI","FIN","Etelä-Savo","admin","46550","1246875185" +"Oulu","Oulu","65.0000","25.4700","Finland","FI","FIN","Pohjois-Pohjanmaa","admin","136752","1246093273" +"Hämeenlinna","Hameenlinna","60.9970","24.4720","Finland","FI","FIN","Kanta-Häme","admin","47261","1246026891" +"Seinäjoki","Seinajoki","62.8000","22.8333","Finland","FI","FIN","Etelä-Pohjanmaa","admin","","1246118146" +"Tampere","Tampere","61.5000","23.7500","Finland","FI","FIN","Pirkanmaa","admin","259279","1246964318" +"Kajaani","Kajaani","64.2333","27.6833","Finland","FI","FIN","Kainuu","admin","","1246377765" +"Lappeenranta","Lappeenranta","61.0671","28.1833","Finland","FI","FIN","Etelä-Karjala","admin","59276","1246492910" +"Joensuu","Joensuu","62.6000","29.7666","Finland","FI","FIN","Pohjois-Karjala","admin","53388","1246489056" +"Kouvola","Kouvola","60.8760","26.7090","Finland","FI","FIN","Kymenlaakso","admin","31133","1246167296" +"Helsinki","Helsinki","60.1756","24.9341","Finland","FI","FIN","Uusimaa","primary","1115000","1246177997" +"Kemi","Kemi","65.7333","24.5817","Finland","FI","FIN","Lappi","minor","22641","1246411843" +"Mariehamn","Mariehamn","60.1000","19.9500","Finland","FI","FIN","Åland","admin","","1246614476" +"Porvoo","Porvoo","60.4004","25.6660","Finland","FI","FIN","Uusimaa","minor","12242","1246277728" +"Turku","Turku","60.4539","22.2550","Finland","FI","FIN","Varsinais-Suomi","admin","175945","1246456609" +"Sodankylä","Sodankyla","67.4171","26.6000","Finland","FI","FIN","Lappi","minor","8942","1246413171" +"Kemijärvi","Kemijarvi","66.6667","27.4167","Finland","FI","FIN","Lappi","minor","8883","1246358285" +"Kokkola","Kokkola","63.8333","23.1167","Finland","FI","FIN","Keski-Pohjanmaa","admin","46714","1246041998" +"Vaasa","Vaasa","63.1000","21.6000","Finland","FI","FIN","Pohjanmaa","admin","57014","1246734710" +"Savonlinna","Savonlinna","61.8666","28.8833","Finland","FI","FIN","Etelä-Savo","minor","27353","1246948647" +"Lautoka","Lautoka","-17.6161","177.4666","Fiji","FJ","FJI","Ba","","55894","1242457077" +"Nandi","Nandi","-17.7996","177.4166","Fiji","FJ","FJI","Ba","","42284","1242357822" +"Suva","Suva","-18.1330","178.4417","Fiji","FJ","FJI","Rewa","primary","175399","1242615095" +"Labasa","Labasa","-16.4166","179.3833","Fiji","FJ","FJI","Macuata","","24187","1242740801" +"Stanley","Stanley","-51.7000","-57.8500","Falkland Islands (Islas Malvinas)","FK","FLK","","primary","2213","1238780509" +"Kolonia","Kolonia","6.9639","158.2083","Micronesia, Federated States Of","FM","FSM","Pohnpei","admin","","1583881416" +"Colonia","Colonia","9.5144","138.1292","Micronesia, Federated States Of","FM","FSM","Yap","admin","","1583511563" +"Palikir","Palikir","6.9166","158.1500","Micronesia, Federated States Of","FM","FSM","Pohnpei","primary","4645","1583008885" +"Weno","Weno","7.4458","151.8500","Micronesia, Federated States Of","FM","FSM","Chuuk","admin","","1583964118" +"Tofol","Tofol","5.3261","163.0083","Micronesia, Federated States Of","FM","FSM","Kosrae","admin","","1583000000" +"Porkeri","Porkeri","61.4814","-6.7450","Faroe Islands","FO","FRO","","admin","","1234757268" +"Saltangará","Saltangara","62.1156","-6.7206","Faroe Islands","FO","FRO","","admin","","1234473077" +"Sandavágur","Sandavagur","62.0537","-7.1498","Faroe Islands","FO","FRO","","admin","","1234210554" +"Sandur","Sandur","61.8344","-6.8171","Faroe Islands","FO","FRO","","admin","","1234438421" +"Skálavík","Skalavik","61.8314","-6.6623","Faroe Islands","FO","FRO","","admin","","1234815917" +"Skopun","Skopun","61.9028","-6.8823","Faroe Islands","FO","FRO","","admin","","1234929032" +"Skúvoy","Skuvoy","61.7710","-6.8050","Faroe Islands","FO","FRO","","admin","","1234962897" +"Sumba","Sumba","61.4055","-6.7090","Faroe Islands","FO","FRO","","admin","","1234926212" +"Kirkja","Kirkja","62.3263","-6.3238","Faroe Islands","FO","FRO","","admin","","1234508245" +"Oyrarbakki","Oyrarbakki","62.2079","-6.9997","Faroe Islands","FO","FRO","","admin","","1234924029" +"Hvalba","Hvalba","61.6024","-6.9606","Faroe Islands","FO","FRO","","admin","","1234381324" +"Hvannasund","Hvannasund","62.2962","-6.5204","Faroe Islands","FO","FRO","","admin","","1234436400" +"Eiði","Eidhi","62.2995","-7.0924","Faroe Islands","FO","FRO","","admin","","1234150922" +"Fámjin","Famjin","61.5248","-6.8794","Faroe Islands","FO","FRO","","admin","","1234221310" +"Fuglafjørður","Fuglafjordhur","62.2448","-6.8150","Faroe Islands","FO","FRO","","admin","","1234308038" +"Hov","Hov","61.5068","-6.7599","Faroe Islands","FO","FRO","","admin","","1234279154" +"Kunoy","Kunoy","62.2917","-6.6702","Faroe Islands","FO","FRO","","admin","","1234932703" +"Kvívík","Kvivik","62.1186","-7.0737","Faroe Islands","FO","FRO","","admin","","1234955585" +"Norðragøta","Nordhragota","62.1990","-6.7432","Faroe Islands","FO","FRO","","admin","","1234729250" +"Klaksvík","Klaksvik","62.2375","-6.5390","Faroe Islands","FO","FRO","","admin","4664","1234149995" +"Húsavík","Husavik","61.8099","-6.6813","Faroe Islands","FO","FRO","","admin","","1234224518" +"Tórshavn","Torshavn","62.0300","-6.8200","Faroe Islands","FO","FRO","","primary","14398","1234904517" +"Toftir","Toftir","62.0978","-6.7369","Faroe Islands","FO","FRO","","admin","","1234200740" +"Sørvágur","Sorvagur","62.0717","-7.3066","Faroe Islands","FO","FRO","","admin","","1234081530" +"Strendur","Strendur","62.1096","-6.7617","Faroe Islands","FO","FRO","","admin","","1234814533" +"Tvøroyri","Tvoroyri","61.5544","-6.8063","Faroe Islands","FO","FRO","","admin","","1234871801" +"Vágur","Vagur","61.4733","-6.8175","Faroe Islands","FO","FRO","","admin","","1234642477" +"Vestmanna","Vestmanna","62.1548","-7.1690","Faroe Islands","FO","FRO","","admin","","1234694837" +"Viðareiði","Vidhareidhi","62.3600","-6.5313","Faroe Islands","FO","FRO","","admin","","1234512915" +"Lorient","Lorient","47.7504","-3.3666","France","FR","FRA","Bretagne","","84952","1250615711" +"Brest","Brest","48.3904","-4.4950","France","FR","FRA","Bretagne","","144899","1250882453" +"Aix-en-Provence","Aix-en-Provence","43.5200","5.4500","France","FR","FRA","Provence-Alpes-Côte d’Azur","","146821","1250001687" +"Ajaccio","Ajaccio","41.9271","8.7283","France","FR","FRA","Corsica","admin","54364","1250622666" +"Marseille","Marseille","43.2900","5.3750","France","FR","FRA","Provence-Alpes-Côte d’Azur","admin","1400000","1250774071" +"Rennes","Rennes","48.1000","-1.6700","France","FR","FRA","Bretagne","admin","209375","1250363682" +"Nantes","Nantes","47.2104","-1.5900","France","FR","FRA","Pays de la Loire","admin","438537","1250091495" +"Orléans","Orleans","47.9004","1.9000","France","FR","FRA","Centre-Val de Loire","admin","217301","1250441405" +"Paris","Paris","48.8667","2.3333","France","FR","FRA","Île-de-France","primary","9904000","1250015082" +"Clermont-Ferrand","Clermont-Ferrand","45.7800","3.0800","France","FR","FRA","Auvergne-Rhône-Alpes","minor","233050","1250135509" +"Montpellier","Montpellier","43.6104","3.8700","France","FR","FRA","Occitanie","minor","327254","1250819356" +"Poitier","Poitier","46.5833","0.3333","France","FR","FRA","Nouvelle-Aquitaine","minor","85960","1250812174" +"Bordeaux","Bordeaux","44.8500","-0.5950","France","FR","FRA","Nouvelle-Aquitaine","admin","803000","1250449238" +"Limoges","Limoges","45.8300","1.2500","France","FR","FRA","Nouvelle-Aquitaine","minor","152199","1250736774" +"Dijon","Dijon","47.3304","5.0300","France","FR","FRA","Bourgogne-Franche-Comté","admin","169946","1250505606" +"Lille","Lille","50.6500","3.0800","France","FR","FRA","Hauts-de-France","admin","1044000","1250071961" +"Lyon","Lyon","45.7700","4.8300","France","FR","FRA","Auvergne-Rhône-Alpes","admin","1423000","1250196189" +"Toulouse","Toulouse","43.6200","1.4499","France","FR","FRA","Occitanie","admin","847000","1250258110" +"Rouen","Rouen","49.4304","1.0800","France","FR","FRA","Normandie","admin","532559","1250372069" +"Amiens","Amiens","49.9004","2.3000","France","FR","FRA","Hauts-de-France","minor","143086","1250794759" +"Besançon","Besancon","47.2300","6.0300","France","FR","FRA","Bourgogne-Franche-Comté","minor","128426","1250182013" +"Caen","Caen","49.1838","-0.3500","France","FR","FRA","Normandie","minor","190099","1250001272" +"Vichy","Vichy","46.1171","3.4167","France","FR","FRA","Auvergne-Rhône-Alpes","","43158","1250084403" +"Biarritz","Biarritz","43.4733","-1.5616","France","FR","FRA","Nouvelle-Aquitaine","","145348","1250324713" +"Cherbourg","Cherbourg","49.6504","-1.6500","France","FR","FRA","Normandie","","60991","1250026751" +"Reims","Reims","49.2504","4.0300","France","FR","FRA","Grand Est","","196565","1250608730" +"Calais","Calais","50.9504","1.8333","France","FR","FRA","Hauts-de-France","","92201","1250081128" +"Roanne","Roanne","46.0333","4.0667","France","FR","FRA","Auvergne-Rhône-Alpes","","73315","1250674978" +"Dieppe","Dieppe","49.9337","1.0833","France","FR","FRA","Normandie","","42461","1250006284" +"Le Havre","Le Havre","49.5050","0.1050","France","FR","FRA","Normandie","","242124","1250775297" +"Brive","Brive","45.1504","1.5333","France","FR","FRA","Nouvelle-Aquitaine","","55448","1250549859" +"Béziers","Beziers","43.3505","3.2100","France","FR","FRA","Occitanie","","81438","1250666824" +"St.-Brieuc","St.-Brieuc","48.5167","-2.7833","France","FR","FRA","Bretagne","minor","53223","1250574796" +"Angers","Angers","47.4800","-0.5300","France","FR","FRA","Pays de la Loire","minor","188380","1250962174" +"Le Mans","Le Mans","48.0004","0.1000","France","FR","FRA","Pays de la Loire","minor","144515","1250829671" +"Arras","Arras","50.2833","2.7833","France","FR","FRA","Hauts-de-France","minor","64165","1250447540" +"Troyes","Troyes","48.3404","4.0834","France","FR","FRA","Grand Est","minor","61703","1250800856" +"Nevers","Nevers","46.9837","3.1667","France","FR","FRA","Bourgogne-Franche-Comté","minor","45929","1250147982" +"Auxerre","Auxerre","47.8004","3.5666","France","FR","FRA","Bourgogne-Franche-Comté","minor","41516","1250482884" +"Tours","Tours","47.3804","0.6999","France","FR","FRA","Centre-Val de Loire","minor","236096","1250635972" +"Bourges","Bourges","47.0837","2.4000","France","FR","FRA","Centre-Val de Loire","minor","72340","1250043242" +"Versailles","Versailles","48.8005","2.1333","France","FR","FRA","Île-de-France","minor","85416","1250143827" +"Melun","Melun","48.5333","2.6666","France","FR","FRA","Île-de-France","minor","249432","1250913458" +"La Rochelle","La Rochelle","46.1667","-1.1500","France","FR","FRA","Nouvelle-Aquitaine","minor","76997","1250623782" +"Agen","Agen","44.2004","0.6333","France","FR","FRA","Nouvelle-Aquitaine","minor","58223","1250059626" +"Annecy","Annecy","45.9000","6.1167","France","FR","FRA","Auvergne-Rhône-Alpes","minor","105749","1250551848" +"Grenoble","Grenoble","45.1804","5.7200","France","FR","FRA","Auvergne-Rhône-Alpes","minor","388574","1250071647" +"Saint-Étienne","Saint-Etienne","45.4304","4.3800","France","FR","FRA","Auvergne-Rhône-Alpes","minor","265684","1250000540" +"Toulon","Toulon","43.1342","5.9188","France","FR","FRA","Provence-Alpes-Côte d’Azur","minor","357693","1250541629" +"Nice","Nice","43.7150","7.2650","France","FR","FRA","Provence-Alpes-Côte d’Azur","minor","927000","1250774553" +"Tarbes","Tarbes","43.2333","0.0833","France","FR","FRA","Occitanie","minor","54854","1250001722" +"Perpignan","Perpignan","42.7000","2.9000","France","FR","FRA","Occitanie","minor","146620","1250102680" +"Nîmes","Nimes","43.8304","4.3500","France","FR","FRA","Occitanie","minor","169547","1250417467" +"Strasbourg","Strasbourg","48.5800","7.7500","France","FR","FRA","Grand Est","admin","439972","1250789140" +"Metz","Metz","49.1203","6.1800","France","FR","FRA","Grand Est","minor","409186","1250778717" +"Mulhouse","Mulhouse","47.7504","7.3500","France","FR","FRA","Grand Est","","215454","1250218452" +"Nancy","Nancy","48.6837","6.2000","France","FR","FRA","Grand Est","minor","268976","1250925250" +"Bastia","Bastia","42.7032","9.4500","France","FR","FRA","Corsica","","41001","1250664815" +"Tchibanga","Tchibanga","-2.8570","11.0270","Gabon","GA","GAB","Nyanga","admin","19365","1266060335" +"Gamba","Gamba","-2.6500","10.0000","Gabon","GA","GAB","Ogooué-Maritime","","9928","1266236988" +"Libreville","Libreville","0.3854","9.4580","Gabon","GA","GAB","Estuaire","primary","578156","1266952885" +"Omboué","Omboue","-1.5662","9.2500","Gabon","GA","GAB","Ogooué-Maritime","","1667","1266708175" +"Ndende","Ndende","-2.3829","11.3833","Gabon","GA","GAB","Ngounié","","6200","1266578957" +"Mayumba","Mayumba","-3.4166","10.6500","Gabon","GA","GAB","Nyanga","","3996","1266317571" +"Moanda","Moanda","-1.5655","13.2000","Gabon","GA","GAB","Haut-Ogooué","","30151","1266295581" +"Mouila","Mouila","-1.8662","11.0167","Gabon","GA","GAB","Ngounié","admin","28000","1266074474" +"Okandja","Okandja","-0.6829","13.7833","Gabon","GA","GAB","Haut-Ogooué","","7155","1266588926" +"Franceville","Franceville","-1.6333","13.5833","Gabon","GA","GAB","Haut-Ogooué","admin","42967","1266537692" +"Oyem","Oyem","1.6166","11.5833","Gabon","GA","GAB","Woleu-Ntem","admin","43423","1266867613" +"Makokou","Makokou","0.5671","12.8666","Gabon","GA","GAB","Ogooué-Ivindo","admin","17070","1266939354" +"Mitzik","Mitzik","0.7837","11.5666","Gabon","GA","GAB","Woleu-Ntem","","4111","1266866714" +"Bitam","Bitam","2.0837","11.4834","Gabon","GA","GAB","Woleu-Ntem","","17637","1266921836" +"Mékambo","Mekambo","1.0171","13.9333","Gabon","GA","GAB","Ogooué-Ivindo","","3170","1266553682" +"Koulamoutou","Koulamoutou","-1.1329","12.4833","Gabon","GA","GAB","Ogooué-Lolo","admin","16222","1266049565" +"Bifoum","Bifoum","-0.3329","10.3832","Gabon","GA","GAB","Moyen-Ogooué","","134","1266655418" +"Port-Gentil","Port-Gentil","-0.7200","8.7800","Gabon","GA","GAB","Ogooué-Maritime","admin","116836","1266383028" +"Lambaréné","Lambarene","-0.6996","10.2166","Gabon","GA","GAB","Moyen-Ogooué","admin","25310","1266875472" +"Warrington","Warrington","53.3833","-2.6000","United Kingdom","GB","GBR","Warrington","admin","","1826261547" +"Newbury","Newbury","51.4000","-1.3167","United Kingdom","GB","GBR","West Berkshire","admin","","1826103829" +"Swindon","Swindon","51.5167","-1.7833","United Kingdom","GB","GBR","Swindon","admin","","1826498106" +"Wick","Wick","58.4333","-3.0834","United Kingdom","GB","GBR","Highland","","7147","1826766399" +"Dudley","Dudley","52.5000","-2.0833","United Kingdom","GB","GBR","Dudley","admin","","1826052828" +"Oxford","Oxford","51.7704","-1.2500","United Kingdom","GB","GBR","Oxfordshire","admin","192796","1826689568" +"Hackney","Hackney","51.5500","-0.0500","United Kingdom","GB","GBR","Hackney","admin","","1826413202" +"Matlock","Matlock","53.1333","-1.5333","United Kingdom","GB","GBR","Derbyshire","admin","","1826168850" +"Lochgilphead","Lochgilphead","56.0333","-5.4167","United Kingdom","GB","GBR","Argyll and Bute","admin","","1826789416" +"Northallerton","Northallerton","54.3333","-1.4333","United Kingdom","GB","GBR","North Yorkshire","admin","","1826697671" +"Edinburgh","Edinburgh","55.9483","-3.2191","United Kingdom","GB","GBR","Edinburgh, City of","admin","504966","1826492520" +"Sunderland","Sunderland","54.9200","-1.3800","United Kingdom","GB","GBR","Sunderland","admin","452934","1826736387" +"Swansea","Swansea","51.6300","-3.9500","United Kingdom","GB","GBR","Swansea","admin","294339","1826574888" +"Wokingham","Wokingham","51.4167","-0.8333","United Kingdom","GB","GBR","Wokingham","admin","","1826878333" +"City of Westminster","City of Westminster","51.5000","-0.1167","United Kingdom","GB","GBR","Westminster","admin","","1826759011" +"Solihull","Solihull","52.4167","-1.7833","United Kingdom","GB","GBR","Solihull","admin","","1826720500" +"Rochdale","Rochdale","53.6167","-2.1500","United Kingdom","GB","GBR","Rochdale","admin","","1826578106" +"Nottingham","Nottingham","52.9703","-1.1700","United Kingdom","GB","GBR","Nottingham","admin","825600","1826122597" +"Winchester","Winchester","51.0167","-1.3167","United Kingdom","GB","GBR","Hampshire","admin","","1826967267" +"Wembley","Wembley","51.5500","-0.2833","United Kingdom","GB","GBR","Brent","admin","","1826635683" +"Motherwell","Motherwell","55.7833","-4.0000","United Kingdom","GB","GBR","North Lanarkshire","admin","","1826854355" +"Reading","Reading","51.4700","-0.9800","United Kingdom","GB","GBR","Reading","admin","369804","1826869043" +"Torquay","Torquay","50.4500","-3.5000","United Kingdom","GB","GBR","Torbay","admin","","1826982921" +"Thornbury","Thornbury","51.6089","-2.5203","United Kingdom","GB","GBR","South Gloucestershire","admin","","1826096107" +"Oldham","Oldham","53.5500","-2.1167","United Kingdom","GB","GBR","Oldham","admin","","1826716070" +"Elgin","Elgin","57.6500","-3.3333","United Kingdom","GB","GBR","Moray","admin","","1826386055" +"Wallsend","Wallsend","54.9914","-1.5597","United Kingdom","GB","GBR","North Tyneside","admin","","1826171317" +"Weston-super-Mare","Weston-super-Mare","51.3458","-2.9678","United Kingdom","GB","GBR","North Somerset","admin","","1826189795" +"Hounslow","Hounslow","51.4667","-0.3500","United Kingdom","GB","GBR","Hounslow","admin","","1826943293" +"Irvine","Irvine","55.6000","-4.6667","United Kingdom","GB","GBR","North Ayrshire","admin","","1826965925" +"Barnsley","Barnsley","53.5500","-1.4833","United Kingdom","GB","GBR","Barnsley","admin","","1826597621" +"Falkirk","Falkirk","56.0000","-3.7667","United Kingdom","GB","GBR","Falkirk","admin","","1826502864" +"Slough","Slough","51.5000","-0.5833","United Kingdom","GB","GBR","Slough","admin","","1826807636" +"Huddersfield","Huddersfield","53.6500","-1.7833","United Kingdom","GB","GBR","Kirklees","admin","","1826672445" +"Kingston upon Hull","Kingston upon Hull","53.7504","-0.3300","United Kingdom","GB","GBR","Kingston upon Hull, City of","admin","302296","1826028894" +"Romford","Romford","51.5833","0.2000","United Kingdom","GB","GBR","Havering","admin","","1826695421" +"Grays","Grays","51.4833","0.3333","United Kingdom","GB","GBR","Thurrock","admin","","1826003493" +"Hertford","Hertford","51.8000","-0.0667","United Kingdom","GB","GBR","Hertfordshire","admin","","1826912872" +"Coventry","Coventry","52.4204","-1.5000","United Kingdom","GB","GBR","Coventry","admin","388271","1826979198" +"Leicester","Leicester","52.6300","-1.1332","United Kingdom","GB","GBR","Leicester","admin","457983","1826431946" +"Beverley","Beverley","53.8333","-0.4167","United Kingdom","GB","GBR","East Riding of Yorkshire","admin","","1826700096" +"Stirling","Stirling","56.1167","-3.9500","United Kingdom","GB","GBR","Stirling","admin","","1826517007" +"Norwich","Norwich","52.6304","1.3000","United Kingdom","GB","GBR","Norfolk","admin","190756","1826688051" +"Darlington","Darlington","54.5333","-1.5667","United Kingdom","GB","GBR","Darlington","admin","","1826453946" +"Hereford","Hereford","52.0500","-2.7167","United Kingdom","GB","GBR","Herefordshire","admin","","1826996583" +"Grimsby","Grimsby","53.5333","-0.0500","United Kingdom","GB","GBR","North East Lincolnshire","admin","","1826700880" +"Bradford","Bradford","53.8000","-1.7500","United Kingdom","GB","GBR","Bradford","admin","501700","1826687116" +"Bracknell","Bracknell","51.4167","-0.7500","United Kingdom","GB","GBR","Bracknell Forest","admin","","1826880896" +"Morpeth","Morpeth","55.1667","-1.6833","United Kingdom","GB","GBR","Northumberland","admin","","1826000022" +"Gateshead","Gateshead","54.9450","-1.6175","United Kingdom","GB","GBR","Gateshead","admin","","1826635849" +"Wandsworth","Wandsworth","51.4500","-0.2000","United Kingdom","GB","GBR","Wandsworth","admin","","1826844924" +"South Shields","South Shields","54.9878","-1.4214","United Kingdom","GB","GBR","South Tyneside","admin","","1826396004" +"Sheffield","Sheffield","53.3667","-1.5000","United Kingdom","GB","GBR","Sheffield","admin","1292900","1826289852" +"Ystrad Mynach","Ystrad Mynach","51.6403","-3.2433","United Kingdom","GB","GBR","Caerphilly","admin","","1826498228" +"South Bank","South Bank","54.5667","-1.1500","United Kingdom","GB","GBR","Redcar and Cleveland","admin","","1826839813" +"Haddington","Haddington","55.9333","-2.7667","United Kingdom","GB","GBR","East Lothian","admin","","1826363081" +"Aberaeron","Aberaeron","52.2500","-4.2500","United Kingdom","GB","GBR","Ceredigion","admin","","1826410688" +"Lerwick","Lerwick","60.1500","-1.1500","United Kingdom","GB","GBR","Shetland Islands","admin","6594","1826896340" +"Cambridge","Cambridge","52.2004","0.1166","United Kingdom","GB","GBR","Cambridgeshire","admin","128488","1826229713" +"Glenrothes","Glenrothes","56.2000","-3.1833","United Kingdom","GB","GBR","Fife","admin","","1826270044" +"Pen-y-Bont ar Ogwr","Pen-y-Bont ar Ogwr","51.5058","-3.5772","United Kingdom","GB","GBR","Bridgend","admin","","1826587515" +"Barri","Barri","51.4067","-3.2694","United Kingdom","GB","GBR","Vale of Glamorgan, The","admin","","1826605492" +"Carlisle","Carlisle","54.8800","-2.9300","United Kingdom","GB","GBR","Cumbria","admin","72633","1826843688" +"Aylesbury","Aylesbury","51.8167","-0.8000","United Kingdom","GB","GBR","Buckinghamshire","admin","","1826391298" +"Lincoln","Lincoln","53.2333","-0.5333","United Kingdom","GB","GBR","Lincolnshire","admin","","1826312785" +"Bromley","Bromley","51.4000","0.0500","United Kingdom","GB","GBR","Bromley","admin","","1826385764" +"Kirkwall","Kirkwall","58.9670","-2.9500","United Kingdom","GB","GBR","Orkney Islands","admin","8500","1826208698" +"Blackpool","Blackpool","53.8304","-3.0500","United Kingdom","GB","GBR","Blackpool","admin","272792","1826093175" +"Croydon","Croydon","51.3833","-0.1000","United Kingdom","GB","GBR","Croydon","admin","","1826126675" +"Dorchester","Dorchester","50.7167","-2.4333","United Kingdom","GB","GBR","Dorset","admin","","1826909037" +"Hendon","Hendon","51.6000","-0.2167","United Kingdom","GB","GBR","Barnet","admin","","1826052476" +"Hammersmith","Hammersmith","51.5000","-0.2333","United Kingdom","GB","GBR","Hammersmith and Fulham","admin","","1826090130" +"Bournemouth","Bournemouth","50.7300","-1.9000","United Kingdom","GB","GBR","Bournemouth","admin","426945","1826769743" +"Fort William","Fort William","56.8165","-5.1121","United Kingdom","GB","GBR","Highland","","9652","1826742184" +"Dumfries","Dumfries","55.0671","-3.5500","United Kingdom","GB","GBR","Dumfries and Galloway","admin","31044","1826801547" +"Dumbarton","Dumbarton","55.9500","-4.5667","United Kingdom","GB","GBR","West Dunbartonshire","admin","","1826077098" +"Luton","Luton","51.8804","-0.4200","United Kingdom","GB","GBR","Luton","admin","235958","1826630574" +"Bristol","Bristol","51.4500","-2.5833","United Kingdom","GB","GBR","Bristol, City of","admin","553528","1826921049" +"Enfield","Enfield","51.6667","-0.0667","United Kingdom","GB","GBR","Enfield","admin","","1826362409" +"Camberwell","Camberwell","51.4736","-0.0916","United Kingdom","GB","GBR","Southwark","admin","","1826778761" +"Truro","Truro","50.2617","-5.0433","United Kingdom","GB","GBR","Cornwall","admin","","1826586304" +"Penzance","Penzance","50.1337","-5.5500","United Kingdom","GB","GBR","Cornwall","","20812","1826600240" +"Clydach Vale","Clydach Vale","51.6267","-3.4761","United Kingdom","GB","GBR","Rhondda Cynon Taff","admin","","1826644016" +"Telford","Telford","52.6333","-2.5000","United Kingdom","GB","GBR","Telford and Wrekin","admin","","1826968934" +"Stockton-on-Tees","Stockton-on-Tees","54.5833","-1.4167","United Kingdom","GB","GBR","Stockton-on-Tees","admin","","1826259802" +"Maidenhead","Maidenhead","51.5167","-0.7000","United Kingdom","GB","GBR","Windsor and Maidenhead","admin","","1826979451" +"Dalkeith","Dalkeith","55.8667","-3.0667","United Kingdom","GB","GBR","Midlothian","admin","","1826152382" +"Wood Green","Wood Green","51.6000","-0.1167","United Kingdom","GB","GBR","Haringey","admin","","1826902664" +"Pont-y-pŵl","Pont-y-pwl","51.7011","-3.0444","United Kingdom","GB","GBR","Torfaen","admin","","1826931206" +"Perth","Perth","56.4003","-3.4700","United Kingdom","GB","GBR","Perth and Kinross","admin","39654","1826081674" +"Milton Keynes","Milton Keynes","52.0333","-0.7000","United Kingdom","GB","GBR","Milton Keynes","admin","","1826291745" +"Hartlepool","Hartlepool","54.6861","-1.2125","United Kingdom","GB","GBR","Hartlepool","admin","","1826069842" +"Harrow","Harrow","51.5833","-0.3167","United Kingdom","GB","GBR","Harrow","admin","","1826648099" +"Oldbury","Oldbury","52.5000","-2.0167","United Kingdom","GB","GBR","Sandwell","admin","","1826772887" +"Ashton-under-Lyne","Ashton-under-Lyne","53.5000","-2.1000","United Kingdom","GB","GBR","Tameside","admin","","1826027715" +"Wakefield","Wakefield","53.7000","-1.4833","United Kingdom","GB","GBR","Wakefield","admin","","1826013112" +"Trowbridge","Trowbridge","51.3189","-2.2086","United Kingdom","GB","GBR","Wiltshire","admin","","1826965204" +"Maidstone","Maidstone","51.2667","0.5167","United Kingdom","GB","GBR","Kent","admin","","1826000009" +"Poole","Poole","50.7167","-2.0000","United Kingdom","GB","GBR","Poole","admin","","1826379738" +"Newport","Newport","50.7000","-1.3000","United Kingdom","GB","GBR","Isle of Wight","admin","","1826718687" +"Walsall","Walsall","52.6000","-2.0000","United Kingdom","GB","GBR","Walsall","admin","","1826655696" +"Woolwich","Woolwich","51.4667","0.2000","United Kingdom","GB","GBR","Greenwich","admin","","1826479020" +"Southend-on-Sea","Southend-on-Sea","51.5500","0.7200","United Kingdom","GB","GBR","Southend-on-Sea","admin","618386","1826524208" +"Scunthorpe","Scunthorpe","53.5833","-0.6500","United Kingdom","GB","GBR","North Lincolnshire","admin","","1826817883" +"Caernarfon","Caernarfon","53.1500","-4.2667","United Kingdom","GB","GBR","Gwynedd","admin","","1826011275" +"Hamilton","Hamilton","55.7667","-4.0333","United Kingdom","GB","GBR","South Lanarkshire","admin","","1826692620" +"Durham","Durham","54.7667","-1.5667","United Kingdom","GB","GBR","Durham","admin","","1826031748" +"Warwick","Warwick","52.2833","-1.5833","United Kingdom","GB","GBR","Warwickshire","admin","","1826383937" +"Aberdeen","Aberdeen","57.1704","-2.0800","United Kingdom","GB","GBR","Aberdeen City","admin","189364","1826324306" +"Newtown Saint Boswells","Newtown Saint Boswells","55.5833","-2.6833","United Kingdom","GB","GBR","Scottish Borders, The","admin","","1826157453" +"Sutton","Sutton","51.3500","-0.2000","United Kingdom","GB","GBR","Sutton","admin","","1826827095" +"Catford","Catford","51.4500","-0.0167","United Kingdom","GB","GBR","Lewisham","admin","","1826259011" +"Lambeth","Lambeth","51.5000","-0.1167","United Kingdom","GB","GBR","Lambeth","admin","","1826545364" +"Lewes","Lewes","50.8667","-0.0167","United Kingdom","GB","GBR","East Sussex","admin","","1826774397" +"Dundee","Dundee","56.4704","-3.0000","United Kingdom","GB","GBR","Dundee City","admin","151592","1826581481" +"Ipswich","Ipswich","52.0703","1.1700","United Kingdom","GB","GBR","Suffolk","admin","143767","1826629486" +"Birmingham","Birmingham","52.4750","-1.9200","United Kingdom","GB","GBR","Birmingham","admin","2285000","1826423213" +"Stoke","Stoke","53.0004","-2.1800","United Kingdom","GB","GBR","Stoke-on-Trent","admin","390801","1826799578" +"Stockport","Stockport","53.4000","-2.1500","United Kingdom","GB","GBR","Stockport","admin","","1826228303" +"Chelmsford","Chelmsford","51.7333","0.4833","United Kingdom","GB","GBR","Essex","admin","","1826876670" +"Leeds","Leeds","53.8300","-1.5800","United Kingdom","GB","GBR","Leeds","admin","1529000","1826343963" +"Bath","Bath","51.3837","-2.3500","United Kingdom","GB","GBR","Bath and North East Somerset","admin","93238","1826611282" +"Ayr","Ayr","55.4504","-4.6167","United Kingdom","GB","GBR","South Ayrshire","admin","69042","1826430700" +"Kirkintilloch","Kirkintilloch","55.9167","-4.1667","United Kingdom","GB","GBR","East Dunbartonshire","admin","","1826571447" +"Wallasey","Wallasey","53.4333","-3.0667","United Kingdom","GB","GBR","Wirral","admin","","1826741418" +"Conwy","Conwy","53.2833","-3.8333","United Kingdom","GB","GBR","Conwy","admin","","1826011797" +"Rhuthun","Rhuthun","53.1167","-3.3000","United Kingdom","GB","GBR","Denbighshire","admin","","1826254442" +"Walthamstow","Walthamstow","51.6000","-0.0333","United Kingdom","GB","GBR","Waltham Forest","admin","","1826009890" +"Halifax","Halifax","53.7167","-1.8500","United Kingdom","GB","GBR","Calderdale","admin","","1826413776" +"Peterborough","Peterborough","52.5804","-0.2500","United Kingdom","GB","GBR","Peterborough","admin","140141","1826626144" +"Rotherham","Rotherham","53.4333","-1.3500","United Kingdom","GB","GBR","Rotherham","admin","","1826763937" +"Alloa","Alloa","56.1167","-3.8000","United Kingdom","GB","GBR","Clackmannanshire","admin","","1826126712" +"Southampton","Southampton","50.9000","-1.4000","United Kingdom","GB","GBR","Southampton","admin","384417","1826602892" +"Ebbw Vale","Ebbw Vale","51.7833","-3.2000","United Kingdom","GB","GBR","Blaenau Gwent","admin","","1826821223" +"Forfar","Forfar","56.6500","-2.8833","United Kingdom","GB","GBR","Angus","admin","","1826527188" +"Islington","Islington","51.5333","-0.1000","United Kingdom","GB","GBR","Islington","admin","","1826267810" +"Caerfyrddin","Caerfyrddin","51.8592","-4.3117","United Kingdom","GB","GBR","Carmarthenshire","admin","","1826550370" +"Ealing","Ealing","51.4888","-0.3048","United Kingdom","GB","GBR","Ealing","admin","","1826730060" +"Kilmarnock","Kilmarnock","55.6333","-4.5333","United Kingdom","GB","GBR","East Ayrshire","admin","","1826595229" +"Newport","Newport","51.5833","-2.9833","United Kingdom","GB","GBR","Newport","admin","","1826018889" +"Kensington","Kensington","51.5047","-0.1998","United Kingdom","GB","GBR","Kensington and Chelsea","admin","","1826583042" +"Hwlffordd","Hwlffordd","51.8017","-4.9708","United Kingdom","GB","GBR","Pembrokeshire","admin","","1826514766" +"Uxbridge","Uxbridge","51.5500","-0.4833","United Kingdom","GB","GBR","Hillingdon","admin","","1826505308" +"Twickenham","Twickenham","51.4333","-0.3167","United Kingdom","GB","GBR","Richmond upon Thames","admin","","1826827915" +"Plymouth","Plymouth","50.3854","-4.1600","United Kingdom","GB","GBR","Plymouth","admin","247297","1826947183" +"Livingston","Livingston","55.8833","-3.5333","United Kingdom","GB","GBR","West Lothian","admin","","1826286558" +"Portsmouth","Portsmouth","50.8003","-1.0800","United Kingdom","GB","GBR","Portsmouth","admin","442252","1826964096" +"Paisley","Paisley","55.8333","-4.4333","United Kingdom","GB","GBR","Renfrewshire","admin","","1826549531" +"Exeter","Exeter","50.7004","-3.5300","United Kingdom","GB","GBR","Devon","admin","113118","1826840903" +"Widnes","Widnes","53.3500","-2.7333","United Kingdom","GB","GBR","Halton","admin","","1826947686" +"Stretford","Stretford","53.4500","-2.3167","United Kingdom","GB","GBR","Trafford","admin","","1826645692" +"Stornoway","Stornoway","58.2167","-6.3667","United Kingdom","GB","GBR","Eilean Siar","admin","","1826708788" +"Manchester","Manchester","53.5004","-2.2480","United Kingdom","GB","GBR","Manchester","admin","2230000","1826246335" +"Inverness","Inverness","57.4671","-4.2333","United Kingdom","GB","GBR","Highland","admin","45158","1826161019" +"Morden","Morden","51.3982","-0.1984","United Kingdom","GB","GBR","Merton","admin","","1826667903" +"London","London","51.5000","-0.1167","United Kingdom","GB","GBR","","primary","8567000","1826645935" +"Ilford","Ilford","51.5597","0.0708","United Kingdom","GB","GBR","Redbridge","admin","","1826381000" +"Poplar","Poplar","51.5000","-0.0167","United Kingdom","GB","GBR","Tower Hamlets","admin","","1826020769" +"Salford","Salford","53.4833","-2.2667","United Kingdom","GB","GBR","Salford","admin","","1826868550" +"Derby","Derby","52.9333","-1.5000","United Kingdom","GB","GBR","Derby","admin","","1826333435" +"Mold","Mold","53.1667","-3.1333","United Kingdom","GB","GBR","Flintshire","admin","","1826650301" +"Worcester","Worcester","52.2000","-2.2000","United Kingdom","GB","GBR","Worcestershire","admin","","1826393854" +"Rochester","Rochester","51.3833","0.5167","United Kingdom","GB","GBR","Medway","admin","","1826559634" +"Chichester","Chichester","50.8333","-0.7833","United Kingdom","GB","GBR","West Sussex","admin","","1826696164" +"East Ham","East Ham","51.5333","0.0500","United Kingdom","GB","GBR","Newham","admin","","1826587417" +"Oakham","Oakham","52.6667","-0.7333","United Kingdom","GB","GBR","Rutland","admin","","1826442570" +"Gloucester","Gloucester","51.8333","-2.2500","United Kingdom","GB","GBR","Gloucestershire","admin","","1826932068" +"Wrecsam","Wrecsam","53.0500","-3.0000","United Kingdom","GB","GBR","Wrexham","admin","","1826879983" +"Wolverhampton","Wolverhampton","52.5833","-2.1333","United Kingdom","GB","GBR","Wolverhampton","admin","","1826636841" +"Llangefni","Llangefni","53.2667","-4.3333","United Kingdom","GB","GBR","Isle of Anglesey","admin","","1826557923" +"Hove","Hove","50.8333","-0.1833","United Kingdom","GB","GBR","Brighton and Hove","admin","","1826419818" +"Brighton","Brighton","50.8303","-0.1700","United Kingdom","GB","GBR","Brighton and Hove","","503008","1826609057" +"Doncaster","Doncaster","53.5333","-1.1167","United Kingdom","GB","GBR","Doncaster","admin","","1826979494" +"Shrewsbury","Shrewsbury","52.7167","-2.7333","United Kingdom","GB","GBR","Shropshire","admin","","1826283137" +"Glasgow","Glasgow","55.8744","-4.2507","United Kingdom","GB","GBR","Glasgow City","admin","1160000","1826836462" +"Camden Town","Camden Town","51.5457","-0.1403","United Kingdom","GB","GBR","Camden","admin","","1826810136" +"Cardiff","Cardiff","51.5000","-3.2250","United Kingdom","GB","GBR","Cardiff","admin","861400","1826362422" +"Bexleyheath","Bexleyheath","51.4500","0.1500","United Kingdom","GB","GBR","Bexley","admin","","1826858601" +"Dover","Dover","51.1337","1.3000","United Kingdom","GB","GBR","Kent","","36384","1826963129" +"Bury","Bury","53.6000","-2.3000","United Kingdom","GB","GBR","Bury","admin","","1826242195" +"Greenock","Greenock","55.9333","-4.7500","United Kingdom","GB","GBR","Inverclyde","admin","74635","1826864377" +"Middlesbrough","Middlesbrough","54.5804","-1.2300","United Kingdom","GB","GBR","Redcar and Cleveland","admin","416042","1826407067" +"Scarborough","Scarborough","54.2804","-0.4300","United Kingdom","GB","GBR","North Yorkshire","","70571","1826723231" +"Merthyr Tudful","Merthyr Tudful","51.7500","-3.3833","United Kingdom","GB","GBR","Merthyr Tydfil","admin","","1826737367" +"Taunton","Taunton","51.0211","-3.1047","United Kingdom","GB","GBR","Somerset","admin","","1826959489" +"York","York","53.9704","-1.0800","United Kingdom","GB","GBR","York","admin","158947","1826149980" +"Port Talbot","Port Talbot","51.6000","-3.7833","United Kingdom","GB","GBR","Neath Port Talbot","admin","","1826981147" +"Dagenham","Dagenham","51.5500","0.1667","United Kingdom","GB","GBR","Barking and Dagenham","admin","","1826363543" +"Liverpool","Liverpool","53.4160","-2.9180","United Kingdom","GB","GBR","Liverpool","admin","811000","1826558678" +"Saint Helens","Saint Helens","53.4500","-2.7333","United Kingdom","GB","GBR","St. Helens","admin","","1826775771" +"Knowsley","Knowsley","53.4500","-2.8500","United Kingdom","GB","GBR","Knowsley","admin","","1826568900" +"Kingston upon Thames","Kingston upon Thames","51.4167","-0.2833","United Kingdom","GB","GBR","Kingston upon Thames","admin","","1826345299" +"Wigan","Wigan","53.5333","-2.6167","United Kingdom","GB","GBR","Wigan","admin","","1826902223" +"Southport","Southport","53.6667","-3.0000","United Kingdom","GB","GBR","Sefton","admin","","1826271387" +"Preston","Preston","53.7667","-2.7167","United Kingdom","GB","GBR","Lancashire","admin","","1826018478" +"Blackburn","Blackburn","53.7500","-2.4833","United Kingdom","GB","GBR","Blackburn with Darwen","admin","","1826802533" +"Bolton","Bolton","53.5833","-2.4333","United Kingdom","GB","GBR","Bolton","admin","","1826628353" +"Hugh Town","Hugh Town","49.9146","-6.3143","United Kingdom","GB","GBR","Isles of Scilly","admin","","1826252332" +"Bedford","Bedford","52.1333","-0.4500","United Kingdom","GB","GBR","Bedford","admin","","1826771105" +"Chicksands","Chicksands","52.0333","-0.3667","United Kingdom","GB","GBR","Central Bedfordshire","admin","","1826903198" +"Sandbach","Sandbach","53.1333","-2.3667","United Kingdom","GB","GBR","Cheshire East","admin","","1826911682" +"Chester","Chester","53.2000","-2.9200","United Kingdom","GB","GBR","Cheshire West and Chester","admin","89531","1826441668" +"Llandrindod Wells","Llandrindod Wells","52.2333","-3.3833","United Kingdom","GB","GBR","Powys","admin","","1826769225" +"Northampton","Northampton","52.2500","-0.8833","United Kingdom","GB","GBR","Northamptonshire","admin","","1826806747" +"Giffnock","Giffnock","55.8000","-4.2833","United Kingdom","GB","GBR","East Renfrewshire","admin","","1826874548" +"Newcastle","Newcastle","55.0004","-1.6000","United Kingdom","GB","GBR","Newcastle upon Tyne","admin","882000","1826292220" +"Downpatrick","Downpatrick","54.3269","-5.7113","United Kingdom","GB","GBR","Newry, Mourne and Down","admin","","1826860584" +"Coleraine","Coleraine","55.1349","-6.6687","United Kingdom","GB","GBR","Causeway Coast and Glens","admin","","1826465785" +"Magherafelt","Magherafelt","54.7543","-6.6094","United Kingdom","GB","GBR","Mid Ulster","admin","","1826490342" +"Dungannon","Dungannon","54.5033","-6.7643","United Kingdom","GB","GBR","Mid Ulster","admin","","1826799961" +"Cookstown","Cookstown","54.6428","-6.7452","United Kingdom","GB","GBR","Mid Ulster","admin","","1826277161" +"Bangor","Bangor","54.6617","-5.6654","United Kingdom","GB","GBR","Ards and North Down","admin","","1826282262" +"Strabane","Strabane","54.8224","-7.4684","United Kingdom","GB","GBR","Derry and Strabane","admin","","1826843663" +"Londonderry","Londonderry","55.0004","-7.3333","United Kingdom","GB","GBR","Derry and Strabane","admin","83652","1826603241" +"Omagh","Omagh","54.6000","-7.3000","United Kingdom","GB","GBR","Fermanagh and Omagh","admin","21056","1826686995" +"Enniskillen","Enniskillen","54.3466","-7.6411","United Kingdom","GB","GBR","Fermanagh and Omagh","admin","","1826724326" +"Ballymena","Ballymena","54.8612","-6.2763","United Kingdom","GB","GBR","Mid and East Antrim","admin","","1826020355" +"Banbridge","Banbridge","54.3509","-6.2670","United Kingdom","GB","GBR","Armagh, Banbridge and Craigavon","admin","","1826331367" +"Armagh","Armagh","54.3481","-6.6496","United Kingdom","GB","GBR","Armagh, Banbridge and Craigavon","admin","","1826000010" +"Newtownabbey","Newtownabbey","54.6691","-5.9044","United Kingdom","GB","GBR","Antrim and Newtownabbey","admin","","1826392182" +"Craigavon","Craigavon","54.4497","-6.3646","United Kingdom","GB","GBR","Armagh, Banbridge and Craigavon","admin","","1826678234" +"Antrim","Antrim","54.7129","-6.2085","United Kingdom","GB","GBR","Antrim and Newtownabbey","admin","","1826477610" +"Newry","Newry","54.1780","-6.3381","United Kingdom","GB","GBR","Newry, Mourne and Down","admin","","1826243852" +"Lisburn","Lisburn","54.5099","-6.0404","United Kingdom","GB","GBR","Lisburn and Castlereagh","admin","","1826667481" +"Belfast","Belfast","54.5968","-5.9254","United Kingdom","GB","GBR","Belfast","admin","","1826325087" +"Belfast","Belfast","54.6000","-5.9600","United Kingdom","GB","GBR","Belfast","","450406","1826509389" +"Usk","Usk","51.7025","-2.9042","United Kingdom","GB","GBR","Monmouthshire","admin","","1826007615" +"Stafford","Stafford","52.8000","-2.1000","United Kingdom","GB","GBR","Staffordshire","admin","","1826088347" +"Saint George's","Saint George's","12.0526","-61.7416","Grenada","GD","GRD","Saint George","primary","33734","1308891766" +"Poti","Poti","42.1557","41.6716","Georgia","GE","GEO","","","47149","1268764439" +"Tbilisi","Tbilisi","41.7250","44.7908","Georgia","GE","GEO","","primary","1100000","1268203191" +"Rustavi","Rustavi","41.5704","45.0500","Georgia","GE","GEO","","","157063","1268562807" +"Tskhinvali","Tskhinvali","42.2325","43.9750","Georgia","GE","GEO","","","38502","1268142653" +"Rustavi","Rustavi","42.2897","43.8543","Georgia","GE","GEO","Kvemo Kartli","admin","","1268297743" +"Sukhumi","Sukhumi","43.0200","41.0200","Georgia","GE","GEO","Abkhazia","admin","81546","1268394475" +"Zugdidi","Zugdidi","42.5088","41.8709","Georgia","GE","GEO","Samegrelo-Zemo Svaneti","admin","","1268300325" +"Gori","Gori","41.9842","44.1158","Georgia","GE","GEO","Shida Kartli","admin","","1268442763" +"Batumi","Batumi","41.6000","41.6300","Georgia","GE","GEO","Ajaria","admin","155542","1268193611" +"Akhaltsikhe","Akhaltsikhe","41.6390","42.9826","Georgia","GE","GEO","Samtskhe-Javakheti","admin","","1268352935" +"Mtskheta","Mtskheta","41.8451","44.7188","Georgia","GE","GEO","Mtskheta Mtianeti","admin","","1268173120" +"Telavi","Telavi","41.9198","45.4732","Georgia","GE","GEO","K’akheti","admin","","1268806987" +"Ozurgeti","Ozurgeti","41.9244","42.0068","Georgia","GE","GEO","Guria","admin","","1268276279" +"Kutaisi","Kutaisi","42.2500","42.7300","Georgia","GE","GEO","Imereti","admin","183945","1268369835" +"Ambrolauri","Ambrolauri","42.5211","43.1622","Georgia","GE","GEO","Rach’a-Lechkhumi da Kvemo Svaneti","admin","","1268370586" +"Cayenne","Cayenne","4.9330","-52.3300","French Guiana","GF","GUF","","admin","61550","1254304969" +"Kourou","Kourou","5.1600","-52.6499","French Guiana","GF","GUF","","minor","24029","1254317561" +"Sinnamary","Sinnamary","5.3800","-52.9600","French Guiana","GF","GUF","","minor","3180","1254385870" +"Saint-Georges","Saint-Georges","3.9105","-51.8100","French Guiana","GF","GUF","","minor","2742","1254726319" +"Iracoubo","Iracoubo","5.4804","-53.2200","French Guiana","GF","GUF","","minor","1536","1254480447" +"Saint-Laurent-du-Maroni","Saint-Laurent-du-Maroni","5.4976","-54.0325","French Guiana","GF","GUF","","minor","24287","1254543638" +"Roura","Roura","4.7300","-52.3300","French Guiana","GF","GUF","","minor","2229","1254511393" +"Saint Peter Port","Saint Peter Port","49.4561","-2.5408","Guernsey","GG","GGY","","primary","","1831991870" +"Ho","Ho","6.6004","0.4700","Ghana","GH","GHA","Volta","admin","93044","1288938914" +"Bolgatanga","Bolgatanga","10.7904","-0.8500","Ghana","GH","GHA","Upper East","admin","82177","1288943371" +"Yendi","Yendi","9.4337","-0.0167","Ghana","GH","GHA","","","42972","1288631491" +"Tamale","Tamale","9.4004","-0.8400","Ghana","GH","GHA","Northern","admin","360579","1288890688" +"Sunyani","Sunyani","7.3360","-2.3360","Ghana","GH","GHA","Brong-Ahafo","admin","70299","1288679588" +"Berekum","Berekum","7.4504","-2.5900","Ghana","GH","GHA","","","46287","1288257467" +"Kumasi","Kumasi","6.6900","-1.6300","Ghana","GH","GHA","Ashanti","admin","1646000","1288181103" +"Wa","Wa","10.0604","-2.5000","Ghana","GH","GHA","Upper West","admin","78107","1288765586" +"Cape Coast","Cape Coast","5.1104","-1.2500","Ghana","GH","GHA","Central","admin","143015","1288506097" +"Sekondi","Sekondi","4.9433","-1.7040","Ghana","GH","GHA","Western","admin","286248","1288186231" +"Bawku","Bawku","11.0604","-0.2400","Ghana","GH","GHA","Upper East","","73594","1288067377" +"Nkawkaw","Nkawkaw","6.5505","-0.7800","Ghana","GH","GHA","","","62667","1288350107" +"Koforidua","Koforidua","6.0904","-0.2600","Ghana","GH","GHA","Eastern","admin","156653","1288961962" +"Winneba","Winneba","5.3504","-0.6300","Ghana","GH","GHA","","","44254","1288886612" +"Accra","Accra","5.5500","-0.2167","Ghana","GH","GHA","Greater Accra","primary","2121000","1288299415" +"Tema","Tema","5.6404","0.0100","Ghana","GH","GHA","Greater Accra","","209000","1288205885" +"Obuasi","Obuasi","6.1904","-1.6600","Ghana","GH","GHA","Ashanti","","180117","1288615192" +"Gibraltar","Gibraltar","36.1324","-5.3781","Gibraltar","GI","GIB","","primary","187083","1292385245" +"Nord","Nord","81.7166","-17.8000","Greenland","GL","GRL","","","10","1304217709" +"Sisimiut","Sisimiut","66.9500","-53.6666","Greenland","GL","GRL","Qeqqata","admin","5227","1304160154" +"Qaqortoq","Qaqortoq","60.7289","-46.0364","Greenland","GL","GRL","Kujalleq","admin","3224","1304746917" +"Savissivik","Savissivik","76.0195","-65.1125","Greenland","GL","GRL","Qaasuitsup","","66","1304246272" +"Tasiilaq","Tasiilaq","65.6019","-37.6337","Greenland","GL","GRL","Sermersooq","","1829","1304230512" +"Qaanaaq","Qaanaaq","77.4835","-69.3322","Greenland","GL","GRL","Qaasuitsup","","616","1304094556" +"Ittoqqortoormiit","Ittoqqortoormiit","70.4834","-21.9667","Greenland","GL","GRL","Sermersooq","","469","1304036812" +"Kulusuk","Kulusuk","65.5666","-37.1833","Greenland","GL","GRL","Sermersooq","","286","1304671891" +"Timmiarmiut","Timmiarmiut","62.5333","-42.2167","Greenland","GL","GRL","Kujalleq","","10","1304206491" +"Qeqertasuaq","Qeqertasuaq","69.2442","-53.5652","Greenland","GL","GRL","Qaasuitsup","","10","1304388071" +"Narsarsuaq","Narsarsuaq","61.1666","-45.4166","Greenland","GL","GRL","Kujalleq","","145","1304138343" +"Kullorsuaq","Kullorsuaq","74.5781","-57.2250","Greenland","GL","GRL","Qaasuitsup","","450","1304004889" +"Paamiut","Paamiut","62.0041","-49.6351","Greenland","GL","GRL","Sermersooq","","1862","1304323922" +"Tasiusaq","Tasiusaq","73.3690","-56.0598","Greenland","GL","GRL","Qaasuitsup","","250","1304103267" +"Upernavik","Upernavik","72.7094","-56.1417","Greenland","GL","GRL","Qaasuitsup","","1129","1304750851" +"Qasigiannguit","Qasigiannguit","68.8193","-51.1785","Greenland","GL","GRL","Qaasuitsup","","1341","1304001772" +"Kangersuatsiaq","Kangersuatsiaq","72.3796","-55.5491","Greenland","GL","GRL","Qaasuitsup","","200","1304939198" +"Nuussuaq","Nuussuaq","74.1210","-57.0674","Greenland","GL","GRL","Qaasuitsup","","204","1304966853" +"Uummannaq","Uummannaq","70.6750","-52.1229","Greenland","GL","GRL","Qaasuitsup","","1299","1304056798" +"Nuuk","Nuuk","64.1983","-51.7327","Greenland","GL","GRL","Sermersooq","primary","14798","1304028354" +"Ilulissat","Ilulissat","69.2167","-51.1000","Greenland","GL","GRL","","admin","4413","1304656747" +"Aasiaat","Aasiaat","68.7167","-52.8667","Greenland","GL","GRL","","admin","","1304194714" +"Bansang","Bansang","13.4336","-14.6500","Gambia, The","GM","GMB","Central River","","7615","1270543142" +"Banjul","Banjul","13.4539","-16.5917","Gambia, The","GM","GMB","Banjul","primary","43094","1270723713" +"Basse Santa Su","Basse Santa Su","13.3100","-14.2230","Gambia, The","GM","GMB","Upper River","admin","14380","1270820759" +"Brikama","Brikama","13.2804","-16.6599","Gambia, The","GM","GMB","Western","admin","195136","1270953861" +"Georgetown","Georgetown","13.5510","-14.7670","Gambia, The","GM","GMB","Central River","admin","3584","1270430701" +"Kerewan","Kerewan","13.4940","-16.0950","Gambia, The","GM","GMB","North Bank","admin","2751","1270976260" +"Mansa Konko","Mansa Konko","13.3773","-15.6786","Gambia, The","GM","GMB","Lower River","admin","18672","1270071162" +"Kanifing","Kanifing","13.4464","-16.6744","Gambia, The","GM","GMB","","admin","","1270000000" +"Conakry","Conakry","9.5315","-13.6802","Guinea","GN","GIN","Conakry","primary","1494000","1324568159" +"Faranah","Faranah","10.0404","-10.7500","Guinea","GN","GIN","Faranah","admin","19469","1324603099" +"Kankan","Kankan","10.3900","-9.3100","Guinea","GN","GIN","Kankan","admin","114009","1324495325" +"Labé","Labe","11.3200","-12.3000","Guinea","GN","GIN","Labé","admin","140575","1324900784" +"Boké","Boke","10.9400","-14.3000","Guinea","GN","GIN","Boké","admin","116270","1324037897" +"Mamou","Mamou","10.3804","-12.1000","Guinea","GN","GIN","Mamou","admin","71153","1324990909" +"Kindia","Kindia","10.0600","-12.8700","Guinea","GN","GIN","Kindia","admin","117062","1324348910" +"Kamsar","Kamsar","10.6854","-14.6050","Guinea","GN","GIN","Boké","","34973","1324075393" +"Nzérékoré","Nzerekore","7.7600","-8.8300","Guinea","GN","GIN","N’Zérékoré","admin","168121","1324336588" +"Fria","Fria","10.3804","-13.5500","Guinea","GN","GIN","Boké","minor","23729","1324583144" +"Forecariah","Forecariah","9.4300","-13.0980","Guinea","GN","GIN","Kindia","minor","12358","1324863095" +"Yomou","Yomou","7.5704","-9.2700","Guinea","GN","GIN","N’Zérékoré","minor","3614","1324839778" +"Tongue","Tongue","11.4400","-11.6700","Guinea","GN","GIN","Labé","minor","25531","1324920258" +"Télimélé","Telimele","10.9050","-13.0430","Guinea","GN","GIN","Kindia","minor","30311","1324315862" +"Siguiri","Siguiri","11.4171","-9.1666","Guinea","GN","GIN","Kankan","minor","50159","1324494896" +"Pita","Pita","11.0800","-12.4010","Guinea","GN","GIN","Mamou","minor","20052","1324788694" +"Mali","Mali","12.0840","-12.3010","Guinea","GN","GIN","Labé","minor","5479","1324065197" +"Macenta","Macenta","8.5504","-9.4800","Guinea","GN","GIN","N’Zérékoré","minor","43102","1324817479" +"Kouroussa","Kouroussa","10.6530","-9.8920","Guinea","GN","GIN","Kankan","minor","14223","1324187341" +"Koundara","Koundara","12.4800","-13.2960","Guinea","GN","GIN","Boké","minor","13990","1324267190" +"Kissidougou","Kissidougou","9.1905","-10.1200","Guinea","GN","GIN","Faranah","minor","66815","1324750427" +"Kérouané","Kerouane","9.2704","-9.0200","Guinea","GN","GIN","Kankan","minor","15406","1324580549" +"Gueckedou","Gueckedou","8.5540","-10.1510","Guinea","GN","GIN","N’Zérékoré","minor","221715","1324580681" +"Gaoual","Gaoual","11.7540","-13.2130","Guinea","GN","GIN","Boké","minor","7461","1324589428" +"Dinguiraye","Dinguiraye","11.2990","-10.7260","Guinea","GN","GIN","Faranah","minor","6062","1324546502" +"Dabola","Dabola","10.7480","-11.1090","Guinea","GN","GIN","Faranah","minor","13057","1324368075" +"Boffa","Boffa","10.1850","-14.0430","Guinea","GN","GIN","Boké","minor","2332","1324801511" +"Beyla","Beyla","8.6870","-8.6570","Guinea","GN","GIN","N’Zérékoré","minor","13204","1324564039" +"Dalaba","Dalaba","10.6560","-12.2720","Guinea","GN","GIN","Mamou","minor","6349","1324455027" +"Basse-Terre","Basse-Terre","16.0000","-61.7167","Guadeloupe","GP","GLP","","admin","","1312938008" +"Pointe-à-Pitre","Pointe-a-Pitre","16.2415","-61.5330","Guadeloupe","GP","GLP","","","145511","1312460524" +"Basse-terre","Basse-terre","16.2304","-61.4400","Guadeloupe","GP","GLP","","","307","1312109298" +"Malabo","Malabo","3.7500","8.7833","Equatorial Guinea","GQ","GNQ","Bioko Norte","primary","155963","1226861333" +"Palé","Pale","-1.4014","5.6325","Equatorial Guinea","GQ","GNQ","Annobón","admin","","1226970205" +"Evinayong","Evinayong","1.4500","10.5667","Equatorial Guinea","GQ","GNQ","Centro Sur","admin","8462","1226336138" +"Mongomo","Mongomo","1.6337","11.3166","Equatorial Guinea","GQ","GNQ","Wele-Nzas","admin","6560","1226565454" +"Bata","Bata","1.8700","9.7700","Equatorial Guinea","GQ","GNQ","Litoral","admin","173046","1226528087" +"Ebebiyín","Ebebiyin","2.1511","11.3353","Equatorial Guinea","GQ","GNQ","Kié-Ntem","admin","","1226449195" +"Calatrava","Calatrava","1.1164","9.4186","Equatorial Guinea","GQ","GNQ","","","628","1226322426" +"Luba","Luba","3.4500","8.5500","Equatorial Guinea","GQ","GNQ","Bioko Sur","admin","8655","1226278217" +"Komatini","Komatini","41.1333","25.4167","Greece","GR","GRC","Anatolikí Makedonía kai Thráki","admin","45631","1300373048" +"Athens","Athens","37.9833","23.7333","Greece","GR","GRC","Attikí","primary","3242000","1300715560" +"Ermoupoli","Ermoupoli","37.4504","24.9333","Greece","GR","GRC","Notío Aigaío","admin","12260","1300072209" +"Patra","Patra","38.2300","21.7300","Greece","GR","GRC","Dytikí Elláda","admin","163360","1300201099" +"Lamia","Lamia","38.8990","22.4340","Greece","GR","GRC","Stereá Elláda","admin","47246","1300400935" +"Tripoli","Tripoli","37.5091","22.3794","Greece","GR","GRC","Peloponnísos","admin","28970","1300131630" +"Mitilini","Mitilini","39.1104","26.5546","Greece","GR","GRC","Voreío Aigaío","admin","29328","1300101706" +"Hania","Hania","35.5122","24.0156","Greece","GR","GRC","Kríti","minor","78728","1300233408" +"Sitia","Sitia","35.2004","26.0986","Greece","GR","GRC","Kríti","minor","8833","1300275780" +"Seres","Seres","41.0860","23.5497","Greece","GR","GRC","Kentrikí Makedonía","minor","55886","1300726987" +"Iraklio","Iraklio","35.3250","25.1305","Greece","GR","GRC","Kríti","admin","137154","1300777854" +"Polygyros","Polygyros","40.3810","23.4530","Greece","GR","GRC","Kentrikí Makedonía","minor","5258","1300297120" +"Thessaloniki","Thessaloniki","40.6961","22.8850","Greece","GR","GRC","Kentrikí Makedonía","admin","828000","1300397999" +"Xanthi","Xanthi","41.1418","24.8836","Greece","GR","GRC","Anatolikí Makedonía kai Thráki","minor","50570","1300051191" +"Kerkira","Kerkira","39.6154","19.9147","Greece","GR","GRC","Ionía Nísia","admin","38517","1300093403" +"Kavala","Kavala","40.9412","24.4018","Greece","GR","GRC","Anatolikí Makedonía kai Thráki","minor","59240","1300398756" +"Kozáni","Kozani","40.3007","21.7890","Greece","GR","GRC","Dytikí Makedonía","admin","","1300407295" +"Alexandroupoli","Alexandroupoli","40.8486","25.8744","Greece","GR","GRC","Anatolikí Makedonía kai Thráki","minor","52979","1300949419" +"Katerini","Katerini","40.2723","22.5025","Greece","GR","GRC","Kentrikí Makedonía","minor","53293","1300524464" +"Ioanina","Ioanina","39.6679","20.8509","Greece","GR","GRC","Ípeiros","admin","86304","1300317204" +"Volos","Volos","39.3700","22.9500","Greece","GR","GRC","Thessalía","minor","110632","1300109851" +"Larissa","Larissa","39.6304","22.4200","Greece","GR","GRC","Thessalía","admin","128758","1300003141" +"Piraeus","Piraievs","37.9500","23.7000","Greece","GR","GRC","Attikí","minor","466065","1300458367" +"Agrinio","Agrinio","38.6218","21.4077","Greece","GR","GRC","Dytikí Elláda","minor","75233","1300351677" +"Pirgos","Pirgos","37.6837","21.4500","Greece","GR","GRC","Dytikí Elláda","minor","22399","1300188949" +"Chalkida","Chalkida","38.4640","23.6124","Greece","GR","GRC","Stereá Elláda","minor","71842","1300585149" +"Sparti","Sparti","37.0737","22.4297","Greece","GR","GRC","Peloponnísos","minor","16187","1300989189" +"Kalamata","Kalamata","37.0389","22.1142","Greece","GR","GRC","Peloponnísos","minor","71823","1300638148" +"Hios","Hios","38.3681","26.1358","Greece","GR","GRC","Voreío Aigaío","minor","26891","1300169896" +"Rodos","Rodos","36.4412","28.2225","Greece","GR","GRC","Notío Aigaío","minor","56969","1300944675" +"Kos","Kos","36.8937","27.2888","Greece","GR","GRC","Notío Aigaío","minor","19244","1300683758" +"Grytviken","Grytviken","-54.2806","-36.5080","South Georgia And South Sandwich Islands","GS","SGS","","","99","1239048837" +"San Jose","San Jose","13.9397","-90.8200","Guatemala","GT","GTM","Escuintla","","18655","1320016478" +"Mazatenango","Mazatenango","14.5304","-91.5100","Guatemala","GT","GTM","Suchitepéquez","admin","64652","1320123250" +"Cuilapa","Cuilapa","14.2790","-90.2980","Guatemala","GT","GTM","Santa Rosa","admin","16484","1320810416" +"Cobán","Coban","15.4700","-90.3800","Guatemala","GT","GTM","Alta Verapaz","admin","65194","1320020813" +"Jutiapa","Jutiapa","14.2900","-89.9000","Guatemala","GT","GTM","Jutiapa","admin","50681","1320264119" +"Retalhuleu","Retalhuleu","14.5371","-91.6770","Guatemala","GT","GTM","Retalhuleu","admin","36656","1320999503" +"Livingston","Livingston","15.8307","-88.7562","Guatemala","GT","GTM","Izabal","minor","14350","1320970605" +"San Luis","San Luis","16.2000","-89.4400","Guatemala","GT","GTM","Petén","minor","132470","1320642245" +"San Marcos","San Marcos","14.9660","-91.8000","Guatemala","GT","GTM","San Marcos","admin","25088","1320960166" +"Flores","Flores","16.9337","-89.8833","Guatemala","GT","GTM","Petén","admin","38035","1320651129" +"Escuintla","Escuintla","14.3004","-90.7800","Guatemala","GT","GTM","Escuintla","admin","107638","1320838903" +"Salamá","Salama","15.1030","-90.3140","Guatemala","GT","GTM","Baja Verapaz","admin","40000","1320223205" +"Chiquimula","Chiquimula","14.7970","-89.5440","Guatemala","GT","GTM","Chiquimula","admin","41521","1320041079" +"Chimaltenango","Chimaltenango","14.6620","-90.8200","Guatemala","GT","GTM","Chimaltenango","admin","82370","1320147012" +"El Progreso","El Progreso","14.8500","-90.0167","Guatemala","GT","GTM","El Progreso","admin","147197","1320849830" +"Antigua Guatemala","Antigua Guatemala","14.5667","-90.7333","Guatemala","GT","GTM","Sacatepéquez","admin","39368","1320020808" +"Jalapa","Jalapa","14.6330","-89.9890","Guatemala","GT","GTM","Jalapa","admin","45834","1320108089" +"Quetzaltenango","Quetzaltenango","14.8300","-91.5200","Guatemala","GT","GTM","Quetzaltenango","admin","575263","1320083599" +"Puerto Barrios","Puerto Barrios","15.7175","-88.5927","Guatemala","GT","GTM","Izabal","admin","56605","1320517532" +"Totonicapán","Totonicapan","14.9140","-91.3580","Guatemala","GT","GTM","Totonicapán","admin","69734","1320223386" +"Zacapa","Zacapa","14.9720","-89.5290","Guatemala","GT","GTM","Zacapa","admin","36088","1320977472" +"Sololá","Solola","14.7730","-91.1830","Guatemala","GT","GTM","Sololá","admin","45373","1320747500" +"Guatemala","Guatemala","14.6211","-90.5270","Guatemala","GT","GTM","Guatemala","primary","1024000","1320197916" +"La Libertad","La Libertad","16.7804","-90.1200","Guatemala","GT","GTM","Petén","minor","8646","1320389989" +"Huehuetenango","Huehuetenango","15.3204","-91.4700","Guatemala","GT","GTM","Huehuetenango","admin","85992","1320742269" +"Santa Cruz Del Quiche","Santa Cruz Del Quiche","15.0333","-91.1333","Guatemala","GT","GTM","Quiché","admin","23618","1320642159" +"Fulacunda","Fulacunda","11.7730","-15.1950","Guinea-Bissau","GW","GNB","","","1311","1624165742" +"Farim","Farim","12.4930","-15.2270","Guinea-Bissau","GW","GNB","Oio","admin","6792","1624753622" +"Bafatá","Bafata","12.1670","-14.6660","Guinea-Bissau","GW","GNB","Bafatá","admin","29704","1624735310" +"Bissau","Bissau","11.8650","-15.5984","Guinea-Bissau","GW","GNB","Bissau","primary","403339","1624168850" +"Bolama","Bolama","11.5830","-15.4828","Guinea-Bissau","GW","GNB","Bolama/Bijagós","admin","10769","1624958412" +"Buba","Buba","11.5889","-14.9958","Guinea-Bissau","GW","GNB","Quinara","admin","","1624903078" +"Cacheu","Cacheu","12.2690","-16.1650","Guinea-Bissau","GW","GNB","Cacheu","admin","10490","1624294223" +"Catió","Catio","11.2167","-15.1667","Guinea-Bissau","GW","GNB","Tombali","admin","9898","1624933572" +"Gabú","Gabu","12.2800","-14.2340","Guinea-Bissau","GW","GNB","Gabú","admin","14430","1624988048" +"Quinhámel","Quinhamel","11.8869","-15.8556","Guinea-Bissau","GW","GNB","Biombo","admin","","1624877378" +"Corriverton","Corriverton","5.9000","-57.1700","Guyana","GY","GUY","East Berbice-Corentyne","","12000","1328276701" +"Georgetown","Georgetown","6.8020","-58.1670","Guyana","GY","GUY","Demerara-Mahaica","primary","264350","1328160906" +"Fort Wellington","Fort Wellington","6.3909","-57.6038","Guyana","GY","GUY","Mahaica-Berbice","admin","","1328483798" +"Bartica","Bartica","6.4104","-58.6300","Guyana","GY","GUY","Cuyuni-Mazaruni","admin","11524","1328806426" +"New Amsterdam","New Amsterdam","6.2500","-57.5300","Guyana","GY","GUY","East Berbice-Corentyne","admin","46874","1328195392" +"Mabaruma","Mabaruma","8.2000","-59.7800","Guyana","GY","GUY","Barima-Waini","admin","2972","1328079873" +"Vreed-en-Hoop","Vreed-en-Hoop","6.8093","-58.1980","Guyana","GY","GUY","Essequibo Islands-West Demerara","admin","","1328178268" +"Mahdia","Mahdia","5.2667","-59.1500","Guyana","GY","GUY","Potaro-Siparuni","admin","","1328358422" +"Linden","Linden","5.9900","-58.2700","Guyana","GY","GUY","Upper Demerara-Berbice","admin","44690","1328531190" +"Lethem","Lethem","3.3900","-59.8000","Guyana","GY","GUY","Upper Takutu-Upper Essequibo","admin","352","1328749920" +"Anna Regina","Anna Regina","7.2704","-58.5001","Guyana","GY","GUY","Pomeroon-Supenaam","","3113","1328787362" +"Anna Regina","Anna Regina","7.2635","-58.4804","Guyana","GY","GUY","Pomeroon-Supenaam","admin","","1328583468" +"Ituni","Ituni","5.4300","-58.2500","Guyana","GY","GUY","Upper Demerara-Berbice","","100","1328501744" +"Hong Kong","Hong Kong","22.3050","114.1850","Hong Kong","HK","HKG","","","7206000","1344982653" +"Tegucigalpa","Tegucigalpa","14.1020","-87.2175","Honduras","HN","HND","Francisco Morazán","primary","946000","1340344059" +"Yoro","Yoro","15.0600","-87.2900","Honduras","HN","HND","Yoro","","15774","1340550354" +"Brus Laguna","Brus Laguna","15.7504","-84.4800","Honduras","HN","HND","Gracias a Dios","","4067","1340003428" +"La Ceiba","La Ceiba","15.7631","-86.7970","Honduras","HN","HND","Atlántida","admin","145926","1340870189" +"Choluteca","Choluteca","13.3007","-87.1908","Honduras","HN","HND","Choluteca","admin","99429","1340256619" +"Trujillo","Trujillo","15.9104","-85.9600","Honduras","HN","HND","Colón","admin","9646","1340756106" +"Comayagua","Comayagua","14.4604","-87.6500","Honduras","HN","HND","Comayagua","admin","71142","1340015594" +"Santa Rosa de Copán","Santa Rosa de Copan","14.7700","-88.7800","Honduras","HN","HND","Copán","admin","35529","1340050563" +"San Pedro Sula","San Pedro Sula","15.5000","-88.0300","Honduras","HN","HND","Cortés","admin","680091","1340568412" +"Yuscarán","Yuscaran","13.9440","-86.8510","Honduras","HN","HND","El Paraíso","admin","2371","1340315181" +"Puerto Lempira","Puerto Lempira","15.2620","-83.7716","Honduras","HN","HND","Gracias a Dios","admin","4856","1340110055" +"La Esperanza","La Esperanza","14.3330","-88.1667","Honduras","HN","HND","Intibucá","admin","5318","1340614286" +"Roatán","Roatan","16.3300","-86.5190","Honduras","HN","HND","Islas de la Bahía","admin","7514","1340163370" +"La Paz","La Paz","14.3200","-87.6840","Honduras","HN","HND","La Paz","admin","17555","1340290947" +"Gracias","Gracias","14.5833","-88.5833","Honduras","HN","HND","Lempira","admin","7909","1340141391" +"Nueva Ocotepeque","Nueva Ocotepeque","14.4370","-89.1820","Honduras","HN","HND","Ocotepeque","admin","8780","1340380637" +"Juticalpa","Juticalpa","14.6704","-86.2300","Honduras","HN","HND","Olancho","admin","37442","1340411203" +"Santa Bárbara","Santa Barbara","14.9190","-88.2360","Honduras","HN","HND","Santa Bárbara","admin","15119","1340312026" +"Nacaome","Nacaome","13.5300","-87.4900","Honduras","HN","HND","Valle","admin","47000","1340964186" +"Yoro","Yoro","15.1375","-87.1278","Honduras","HN","HND","Yoro","admin","","1340638121" +"Šibenik","Sibenik","43.7272","15.9058","Croatia","HR","HRV","Šibensko-Kninska Županija","admin","37112","1191444936" +"Slavonski Brod","Slavonski Brod","45.1603","18.0156","Croatia","HR","HRV","Brodsko-Posavska Županija","admin","97718","1191097030" +"Požega","Pozega","45.3403","17.6853","Croatia","HR","HRV","Požeško-Slavonska Županija","admin","","1191353181" +"Virovitica","Virovitica","45.8319","17.3839","Croatia","HR","HRV","Virovitičko-Podravska Županija","admin","","1191128636" +"Rijeka","Rijeka","45.3300","14.4500","Croatia","HR","HRV","Primorsko-Goranska Županija","admin","170992","1191949063" +"Krapina","Krapina","46.1608","15.8789","Croatia","HR","HRV","Krapinsko-Zagorska Županija","admin","","1191389404" +"Dubrovnik","Dubrovnik","42.6609","18.0914","Croatia","HR","HRV","Dubrovačko-Neretvanska Županija","admin","36994","1191004286" +"Sisak","Sisak","45.4661","16.3783","Croatia","HR","HRV","Sisačko-Moslavačka Županija","admin","","1191526652" +"Osijek","Osijek","45.5504","18.6800","Croatia","HR","HRV","Osječko-Baranjska Županija","admin","95077","1191917921" +"Koprivnica","Koprivnica","46.1628","16.8275","Croatia","HR","HRV","Koprivničko-Križevačka Županija","admin","","1191924250" +"Čakovec","Cakovec","46.3844","16.4339","Croatia","HR","HRV","Međimurska Županija","admin","","1191424625" +"Vukovar","Vukovar","45.3433","18.9997","Croatia","HR","HRV","Vukovarsko-Srijemska Županija","admin","","1191345427" +"Zadar","Zadar","44.1201","15.2623","Croatia","HR","HRV","Zadarska Županija","admin","71258","1191160875" +"Gospić","Gospic","44.5461","15.3747","Croatia","HR","HRV","Ličko-Senjska Županija","admin","","1191887616" +"Varaždin","Varazdin","46.3044","16.3378","Croatia","HR","HRV","Varaždinska Županija","admin","","1191291148" +"Split","Split","43.5204","16.4700","Croatia","HR","HRV","Splitsko-Dalmatinska Županija","admin","214741","1191440208" +"Pazin","Pazin","45.2403","13.9367","Croatia","HR","HRV","Istarska Županija","admin","","1191654566" +"Zagreb","Zagreb","45.8000","16.0000","Croatia","HR","HRV","Zagreb, Grad","primary","722526","1191233290" +"Karlovac","Karlovac","45.4872","15.5478","Croatia","HR","HRV","Karlovačka Županija","admin","55063","1191133986" +"Bjelovar","Bjelovar","45.8986","16.8489","Croatia","HR","HRV","Bjelovarsko-Bilogorska Županija","admin","","1191340640" +"Pula","Pula","44.8687","13.8481","Croatia","HR","HRV","Istarska Županija","minor","61599","1191143009" +"Port-au-Prince","Port-au-Prince","18.5410","-72.3360","Haiti","HT","HTI","Ouest","primary","1998000","1332401940" +"Port-De-Paix","Port-De-Paix","19.9318","-72.8295","Haiti","HT","HTI","Nord-Ouest","admin","34657","1332536650" +"Cap-Haïtien","Cap-Haitien","19.7592","-72.2125","Haiti","HT","HTI","Nord","admin","281487","1332333795" +"Gonaïves","Gonaives","19.4504","-72.6832","Haiti","HT","HTI","Artibonite","admin","166678","1332384588" +"Hinche","Hinche","19.1430","-72.0040","Haiti","HT","HTI","Centre","admin","18590","1332748356" +"Fort-Liberté","Fort-Liberte","19.6656","-71.8448","Haiti","HT","HTI","Nord-Est","admin","11465","1332603160" +"Jacmel","Jacmel","18.2350","-72.5370","Haiti","HT","HTI","Sud-Est","admin","33563","1332314393" +"Miragoâne","Miragoane","18.4411","-73.0883","Haiti","HT","HTI","Nippes","admin","","1332665283" +"Les Cayes","Les Cayes","18.2004","-73.7500","Haiti","HT","HTI","Sud","admin","175457","1332587854" +"Jérémie","Jeremie","18.6339","-74.1184","Haiti","HT","HTI","Grand’Anse","admin","30917","1332612037" +"Szolnok","Szolnok","47.1864","20.1794","Hungary","HU","HUN","Jász-Nagykun-Szolnok","admin","109261","1348287339" +"Hódmezővásárhely","Hodmezovasarhely","46.4167","20.3333","Hungary","HU","HUN","Csongrád","admin","","1348676241" +"Nagykanizsa","Nagykanizsa","46.5142","16.9717","Hungary","HU","HUN","Zala","admin","","1348509592" +"Nyíregyháza","Nyiregyhaza","47.9653","21.7187","Hungary","HU","HUN","Szabolcs-Szatmár-Bereg","admin","176880","1348653343" +"Budapest","Budapest","47.5000","19.0833","Hungary","HU","HUN","Budapest","primary","1679000","1348611435" +"Békéscsaba","Bekescsaba","46.6720","21.1010","Hungary","HU","HUN","Békés","admin","65206","1348329493" +"Eger","Eger","46.4000","17.5833","Hungary","HU","HUN","Somogy","admin","","1348314005" +"Zalaegerszeg","Zalaegerszeg","46.8440","16.8400","Hungary","HU","HUN","Zala","admin","61898","1348293073" +"Szeged","Szeged","46.2504","20.1500","Hungary","HU","HUN","Szeged","admin","187765","1348655615" +"Kaposvár","Kaposvar","46.3670","17.8000","Hungary","HU","HUN","Somogy","admin","108528","1348114190" +"Sopron","Sopron","47.6833","16.6000","Hungary","HU","HUN","Győr-Moson-Sopron","admin","","1348988570" +"Kecskemét","Kecskemet","46.9000","19.7000","Hungary","HU","HUN","Bács-Kiskun","admin","113895","1348900171" +"Debrecen","Debrecen","47.5305","21.6300","Hungary","HU","HUN","Debrecen","admin","231286","1348460698" +"Miskolc","Miskolc","48.1004","20.7800","Hungary","HU","HUN","Miskolc","admin","247757","1348668815" +"Szombathely","Szombathely","47.2253","16.6287","Hungary","HU","HUN","Vas","admin","109518","1348565183" +"Dunaújváros","Dunaujvaros","46.9807","18.9327","Hungary","HU","HUN","Fejér","admin","","1348928583" +"Veszprém","Veszprem","47.0910","17.9110","Hungary","HU","HUN","Veszprém","admin","62023","1348279762" +"Salgótarján","Salgotarjan","48.1050","19.8260","Hungary","HU","HUN","Nógrád","admin","39640","1348290189" +"Székesfehérvár","Szekesfehervar","47.1947","18.4081","Hungary","HU","HUN","Fejér","admin","144319","1348968301" +"Győr","Gyor","47.7004","17.6300","Hungary","HU","HUN","Győr","admin","136081","1348507878" +"Tatabánya","Tatabanya","47.5500","18.4330","Hungary","HU","HUN","Komárom-Esztergom","admin","70541","1348450358" +"Pécs","Pecs","46.0804","18.2200","Hungary","HU","HUN","Pécs","admin","186262","1348611992" +"Szekszárd","Szekszard","46.3440","18.7130","Hungary","HU","HUN","Tolna","admin","34174","1348026284" +"Eger","Eger","47.8950","20.3830","Hungary","HU","HUN","Heves","admin","56647","1348559499" +"Vác","Vac","47.7837","19.1332","Hungary","HU","HUN","Pest","minor","35293","1348810997" +"Sukabumi","Sukabumi","-6.9096","106.9000","Indonesia","ID","IDN","Jawa Barat","","276414","1360447543" +"Surakarta","Surakarta","-7.5650","110.8250","Indonesia","ID","IDN","Jawa Tengah","","555308","1360853933" +"Bogor","Bogor","-6.5700","106.7500","Indonesia","ID","IDN","Jawa Barat","","918000","1360771925" +"Magelang","Magelang","-7.4696","110.1800","Indonesia","ID","IDN","Jawa Tengah","","111461","1360065728" +"Majene","Majene","-3.5336","118.9660","Indonesia","ID","IDN","Sulawesi Barat","minor","272377","1360498576" +"Ende","Ende","-8.8623","121.6489","Indonesia","ID","IDN","Nusa Tenggara Timur","minor","77205","1360796329" +"Maumere","Maumere","-8.6189","122.2123","Indonesia","ID","IDN","Nusa Tenggara Timur","minor","104285","1360776014" +"Kediri","Kediri","-7.7896","112.0000","Indonesia","ID","IDN","Jawa Timur","","235143","1360498846" +"Sibolga","Sibolga","1.7500","98.8000","Indonesia","ID","IDN","Sumatera Utara","","217312","1360021193" +"Binjai","Binjai","3.6204","98.5001","Indonesia","ID","IDN","Sumatera Utara","","564979","1360884608" +"Tebingtinggi","Tebingtinggi","3.3304","99.1300","Indonesia","ID","IDN","Sumatera Utara","","268043","1360386781" +"Lhokseumawe","Lhokseumawe","5.1914","97.1415","Indonesia","ID","IDN","Aceh","","140322","1360418625" +"Bekasi","Bekasi","-6.2173","106.9723","Indonesia","ID","IDN","Jawa Barat","","2378211","1360006015" +"Malang","Malang","-7.9800","112.6100","Indonesia","ID","IDN","Jawa Timur","","805000","1360141408" +"Pakalongan","Pakalongan","-6.8796","109.6700","Indonesia","ID","IDN","Jawa Tengah","","272000","1360039434" +"Madiun","Madiun","-7.6346","111.5150","Indonesia","ID","IDN","Jawa Timur","","186099","1360921516" +"Tegal","Tegal","-6.8696","109.1200","Indonesia","ID","IDN","Jawa Tengah","","237084","1360035814" +"Cirebon","Cirebon","-6.7333","108.5666","Indonesia","ID","IDN","Jawa Barat","","254298","1360011375" +"Medan","Medan","3.5800","98.6500","Indonesia","ID","IDN","Sumatera Utara","admin","2115000","1360543171" +"Salatiga","Salatiga","-7.3095","110.4901","Indonesia","ID","IDN","Jawa Tengah","","176000","1360433768" +"Poso","Poso","-1.3896","120.7600","Indonesia","ID","IDN","Sulawesi Tengah","minor","47110","1360727615" +"Surabaya","Surabaya","-7.2492","112.7508","Indonesia","ID","IDN","Jawa Timur","admin","2845000","1360484663" +"Jakarta","Jakarta","-6.1744","106.8294","Indonesia","ID","IDN","Jakarta","primary","9125000","1360771077" +"Pematangsiantar","Pematangsiantar","2.9614","99.0615","Indonesia","ID","IDN","Sumatera Utara","","341200","1360769496" +"Probolinggo","Probolinggo","-7.7496","113.1500","Indonesia","ID","IDN","Jawa Timur","","181656","1360138476" +"Pasuruan","Pasuruan","-7.6296","112.9000","Indonesia","ID","IDN","Jawa Timur","","500000","1360084806" +"Mojokerto","Mojokerto","-7.4696","112.4300","Indonesia","ID","IDN","Jawa Timur","","112557","1360053101" +"Baubau","Baubau","-5.4699","122.6163","Indonesia","ID","IDN","Sulawesi Tenggara","","24412","1360789994" +"Parepare","Parepare","-4.0167","119.6333","Indonesia","ID","IDN","Sulawesi Selatan","","87776","1360021476" +"Blitar","Blitar","-8.0696","112.1500","Indonesia","ID","IDN","Jawa Timur","","132416","1360011677" +"Watampone","Watampone","-4.5328","120.3334","Indonesia","ID","IDN","Sulawesi Selatan","minor","81629","1360956480" +"Raba","Raba","-8.4500","118.7666","Indonesia","ID","IDN","Nusa Tenggara Barat","minor","106101","1360014952" +"Tuban","Tuban","-6.8995","112.0500","Indonesia","ID","IDN","Jawa Timur","minor","76242","1360482232" +"Pati","Pati","-6.7415","111.0347","Indonesia","ID","IDN","Jawa Tengah","minor","122785","1360407556" +"Kotabumi","Kotabumi","-4.8333","104.9000","Indonesia","ID","IDN","Lampung","minor","42366","1360992670" +"Denpasar","Denpasar","-8.6500","115.2200","Indonesia","ID","IDN","Bali","admin","732344","1360848527" +"Kuta","Kuta","-8.7151","115.1841","Indonesia","ID","IDN","Bali","","30012","1360003468" +"Biak","Biak","-1.1615","136.0485","Indonesia","ID","IDN","Papua","minor","103610","1360911386" +"Perabumulih","Perabumulih","-3.4432","104.2315","Indonesia","ID","IDN","Sumatera Selatan","minor","103470","1360148993" +"Sungaipenuh","Sungaipenuh","-2.0631","101.3964","Indonesia","ID","IDN","Jambi","","95913","1360337679" +"Manado","Manado","1.4800","124.8500","Indonesia","ID","IDN","Sulawesi Utara","admin","451893","1360771278" +"Timika","Timika","-4.5496","136.8900","Indonesia","ID","IDN","Papua","","26021","1360525797" +"Amahai","Amahai","-3.3281","128.9405","Indonesia","ID","IDN","Maluku","minor","47653","1360767250" +"Telukbutun","Telukbutun","4.2170","108.2000","Indonesia","ID","IDN","Kepulauan Riau","","140","1360984658" +"Sampit","Sampit","-2.5329","112.9500","Indonesia","ID","IDN","Kalimantan Tengah","minor","92710","1360020231" +"Martapura","Martapura","-3.4135","114.8365","Indonesia","ID","IDN","Kalimantan Selatan","minor","198239","1360139854" +"Jambi","Jambi","-1.5900","103.6100","Indonesia","ID","IDN","Jambi","admin","457090","1360645580" +"Tanjungpandan","Tanjungpandan","-2.7500","107.6500","Indonesia","ID","IDN","Kepulauan Bangka Belitung","minor","62374","1360732632" +"Sumenep","Sumenep","-7.0049","113.8496","Indonesia","ID","IDN","Jawa Timur","minor","84656","1360439354" +"Tarakan","Tarakan","3.3000","117.6330","Indonesia","ID","IDN","Kalimantan Utara","","193069","1360080072" +"Sorong","Sorong","-0.8554","131.2850","Indonesia","ID","IDN","Papua Barat","","125535","1360018780" +"Singkawang","Singkawang","0.9120","108.9655","Indonesia","ID","IDN","Kalimantan Barat","","248012","1360906363" +"Bukittinggi","Bukittinggi","-0.3031","100.3615","Indonesia","ID","IDN","Sumatera Barat","","506964","1360552560" +"Tasikmalaya","Tasikmalaya","-7.3254","108.2147","Indonesia","ID","IDN","Jawa Barat","","271143","1360027771" +"Sawahlunto","Sawahlunto","-0.6663","100.7833","Indonesia","ID","IDN","Sumatera Barat","","50354","1360188622" +"Langsa","Langsa","4.6736","97.9664","Indonesia","ID","IDN","Aceh","","117256","1360337304" +"Ruteng","Ruteng","-8.6118","120.4698","Indonesia","ID","IDN","Nusa Tenggara Timur","minor","53976","1360084520" +"Merauke","Merauke","-8.4932","140.4018","Indonesia","ID","IDN","Papua","minor","34412","1360904439" +"Banyuwangi","Banyuwangi","-8.1950","114.3696","Indonesia","ID","IDN","Jawa Timur","minor","172424","1360008480" +"Jember","Jember","-8.1727","113.6873","Indonesia","ID","IDN","Jawa Timur","minor","298585","1360316553" +"Nabire","Nabire","-3.3515","135.5134","Indonesia","ID","IDN","Papua","minor","43898","1360322221" +"Lahat","Lahat","-3.8000","103.5333","Indonesia","ID","IDN","Sumatera Selatan","minor","65906","1360094721" +"Cilacap","Cilacap","-7.7188","109.0154","Indonesia","ID","IDN","Jawa Tengah","minor","1174964","1360503809" +"Indramayu","Indramayu","-6.3356","108.3190","Indonesia","ID","IDN","Jawa Barat","minor","123263","1360004807" +"Praya","Praya","-8.7223","116.2923","Indonesia","ID","IDN","Nusa Tenggara Barat","minor","35183","1360664646" +"Waingapu","Waingapu","-9.6582","120.2530","Indonesia","ID","IDN","Nusa Tenggara Timur","minor","48828","1360882365" +"Ternate","Ternate","0.7930","127.3630","Indonesia","ID","IDN","Maluku Utara","","187521","1360041663" +"Kualakapuas","Kualakapuas","-3.0996","114.3500","Indonesia","ID","IDN","Kalimantan Tengah","minor","35632","1360858401" +"Balikpapan","Balikpapan","-1.2500","116.8300","Indonesia","ID","IDN","Kalimantan Timur","","445905","1360500922" +"Bontang","Bontang","0.1333","117.5000","Indonesia","ID","IDN","Kalimantan Timur","","101691","1360692406" +"Singaraja","Singaraja","-8.1152","115.0944","Indonesia","ID","IDN","Bali","minor","234468","1360426282" +"Pinrang","Pinrang","-3.7857","119.6522","Indonesia","ID","IDN","Sulawesi Selatan","minor","182731","1360941841" +"Makale","Makale","-3.0968","119.8531","Indonesia","ID","IDN","Sulawesi Selatan","minor","9960","1360576738" +"Palopo","Palopo","-3.0999","120.2363","Indonesia","ID","IDN","Sulawesi Selatan","","2444","1360740288" +"Luwuk","Luwuk","-0.9396","122.7900","Indonesia","ID","IDN","Sulawesi Tengah","minor","47778","1360727028" +"Tarutung","Tarutung","2.0171","98.9667","Indonesia","ID","IDN","Sumatera Utara","minor","1305","1360333240" +"Padangsidempuan","Padangsidempuan","1.3887","99.2734","Indonesia","ID","IDN","Sumatera Utara","","266882","1360506609" +"Padangpanjang","Padangpanjang","-0.4496","100.4167","Indonesia","ID","IDN","Sumatera Barat","","44096","1360231049" +"Ambon","Ambon","-3.7167","128.2000","Indonesia","ID","IDN","Maluku","admin","355596","1360756802" +"Padang","Padang","-0.9600","100.3600","Indonesia","ID","IDN","Sumatera Barat","admin","855000","1360900986" +"Banda Aceh","Banda Aceh","5.5500","95.3200","Indonesia","ID","IDN","Aceh","admin","513698","1360353144" +"Bandar Lampung","Bandar Lampung","-5.4300","105.2700","Indonesia","ID","IDN","Lampung","admin","865000","1360243491" +"Bandung","Bandung","-6.9500","107.5700","Indonesia","ID","IDN","Jawa Barat","admin","2394000","1360313023" +"Bandjarmasin","Bandjarmasin","-3.3300","114.5801","Indonesia","ID","IDN","Kalimantan Selatan","admin","603576","1360685223" +"Bengkulu","Bengkulu","-3.8000","102.2700","Indonesia","ID","IDN","Bengkulu","admin","426673","1360191448" +"Gorontalo","Gorontalo","0.5500","123.0700","Indonesia","ID","IDN","Gorontalo","admin","365497","1360408580" +"Jayapura","Jayapura","-2.5330","140.7000","Indonesia","ID","IDN","Papua","admin","169341","1360517692" +"Kendari","Kendari","-3.9553","122.5973","Indonesia","ID","IDN","Sulawesi Tenggara","admin","165377","1360992102" +"Kupang","Kupang","-10.1787","123.5830","Indonesia","ID","IDN","Nusa Tenggara Timur","admin","282396","1360696757" +"Ujungpandang","Ujungpandang","-5.1400","119.4320","Indonesia","ID","IDN","Sulawesi Selatan","admin","1262000","1360051337" +"Mamuju","Mamuju","-2.6806","118.8861","Indonesia","ID","IDN","Sulawesi Barat","admin","","1360687242" +"Manokwari","Manokwari","-0.8711","134.0693","Indonesia","ID","IDN","Papua Barat","admin","74504","1360451991" +"Palangkaraya","Palangkaraya","-2.2096","113.9100","Indonesia","ID","IDN","Kalimantan Tengah","admin","148289","1360268553" +"Palembang","Palembang","-2.9800","104.7500","Indonesia","ID","IDN","Sumatera Selatan","admin","1749000","1360902897" +"Palu","Palu","-0.9070","119.8330","Indonesia","ID","IDN","Sulawesi Tengah","admin","612445","1360518272" +"Pangkalpinang","Pangkalpinang","-2.0800","106.1500","Indonesia","ID","IDN","Kepulauan Bangka Belitung","admin","125933","1360901919" +"Pekanbaru","Pekanbaru","0.5650","101.4250","Indonesia","ID","IDN","Riau","admin","799000","1360422679" +"Pontianak","Pontianak","-0.0300","109.3200","Indonesia","ID","IDN","Kalimantan Barat","admin","607311","1360992394" +"Samarinda","Samarinda","-0.5000","117.1500","Indonesia","ID","IDN","Kalimantan Timur","admin","592228","1360684979" +"Semarang","Semarang","-6.9666","110.4200","Indonesia","ID","IDN","Jawa Tengah","admin","1396000","1360745537" +"Serang","Serang","-6.1100","106.1496","Indonesia","ID","IDN","Banten","admin","164767","1360329102" +"Tanjung Selor","Tanjung Selor","2.8375","117.3653","Indonesia","ID","IDN","Kalimantan Utara","admin","","1360029270" +"Tanjungpinang","Tanjungpinang","0.9168","104.4714","Indonesia","ID","IDN","Kepulauan Riau","admin","226666","1360990589" +"Yogyakarta","Yogyakarta","-7.7800","110.3750","Indonesia","ID","IDN","Yogyakarta","admin","636660","1360384833" +"Mataram","Mataram","-8.5795","116.1350","Indonesia","ID","IDN","Nusa Tenggara Barat","admin","499409","1360021952" +"Sofifi","Sofifi","0.7373","127.5588","Indonesia","ID","IDN","Maluku Utara","admin","","1360431437" +"Tidore","Tidore","0.6964","127.4360","Indonesia","ID","IDN","Maluku Utara","","60611","1360827216" +"Sligo","Sligo","54.2671","-8.4833","Ireland","IE","IRL","Sligo","admin","20228","1372185807" +"Mullingar","Mullingar","53.5333","-7.3500","Ireland","IE","IRL","Westmeath","admin","","1372969205" +"Drogheda","Drogheda","53.7193","-6.3478","Ireland","IE","IRL","Louth","","36533","1372750233" +"Dundalk","Dundalk","54.0004","-6.4167","Ireland","IE","IRL","Louth","admin","38884","1372735852" +"Muineachan","Muineachan","54.2500","-6.9667","Ireland","IE","IRL","Monaghan","","5937","1372399438" +"Port Laoise","Port 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","","369991","1356110350" +"Salem","Salem","11.6700","78.1801","India","IN","IND","Tamil Nādu ","","873000","1356567087" +"Tiruchirappalli","Tiruchirappalli","10.8100","78.6900","India","IN","IND","Tamil Nādu ","","951000","1356884472" +"Madurai","Madurai","9.9200","78.1200","India","IN","IND","Tamil Nādu ","","1294000","1356257289" +"Cuddalore","Cuddalore","11.7204","79.7700","India","IN","IND","Tamil Nādu ","","158569","1356544008" +"Dindigul","Dindigul","10.3800","78.0000","India","IN","IND","Tamil Nādu ","","200797","1356106153" +"Mandali","Mandali","33.7436","45.5464","Iraq","IQ","IRQ","Diyālá","","29785","1368763045" +"Baghdad","Baghdad","33.3386","44.3939","Iraq","IQ","IRQ","Baghdād","primary","5054000","1368596238" +"As Sulaymaniyah","As Sulaymaniyah","35.5613","45.4309","Iraq","IQ","IRQ","As Sulaymānīyah","admin","723170","1368735317" +"As Samawah","As Samawah","31.3099","45.2803","Iraq","IQ","IRQ","Al Muthanná","admin","174978","1368246912" +"Ash Shatrah","Ash 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Qār","admin","451547","1368273311" +"Basra","Basra","30.5135","47.8136","Iraq","IQ","IRQ","Al Başrah","admin","870000","1368714645" +"Zakho","Zakho","37.1445","42.6872","Iraq","IQ","IRQ","Dahūk","minor","134863","1368905231" +"Irbil","Irbil","36.1790","44.0086","Iraq","IQ","IRQ","Arbīl","admin","926000","1368578192" +"Bojnurd","Bojnurd","37.4700","57.3200","Iran","IR","IRN","Khorāsān-e Shomālī","admin","208582","1364981174" +"Mahabad","Mahabad","36.7704","45.7200","Iran","IR","IRN","Āz̄arbāyjān-e Gharbī","","162434","1364192213" +"Ardabil","Ardabil","38.2500","48.3000","Iran","IR","IRN","Ardabīl","admin","414603","1364437616" +"Isfahan","Isfahan","32.7000","51.7000","Iran","IR","IRN","Eşfahān","admin","1628000","1364023865" +"Urmia","Urmia","37.5300","45.0000","Iran","IR","IRN","Āz̄arbāyjān-e Gharbī","admin","577307","1364158221" +"Zahedan","Zahedan","29.5000","60.8300","Iran","IR","IRN","Sīstān va Balūchestān","admin","598887","1364072353" 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+"Selfoss","Selfoss","63.9334","-20.9969","Iceland","IS","ISL","","","6275","1352214400" +"Venice","Venice","45.4387","12.3350","Italy","IT","ITA","Veneto","admin","270816","1380660414" +"Trento","Trento","46.0804","11.1200","Italy","IT","ITA","Trentino-Alto Adige","admin","107808","1380953307" +"Cagliari","Cagliari","39.2224","9.1040","Italy","IT","ITA","Sardegna","admin","291511","1380685705" +"Rome","Rome","41.8960","12.4833","Italy","IT","ITA","Lazio","primary","3339000","1380382862" +"Trieste","Trieste","45.6504","13.8000","Italy","IT","ITA","Friuli-Venezia Giulia","admin","216035","1380102581" +"Palermo","Palermo","38.1250","13.3500","Italy","IT","ITA","Sicilia","admin","863000","1380428434" +"Marsala","Marsala","37.8054","12.4387","Italy","IT","ITA","Sicilia","","77784","1380770056" +"Campobasso","Campobasso","41.5630","14.6560","Italy","IT","ITA","Molise","admin","50762","1380959273" +"L'Aquila","L'Aquila","42.3504","13.3900","Italy","IT","ITA","Abruzzo","admin","68503","1380218474" +"Civitavecchia","Civitavecchia","42.1004","11.8000","Italy","IT","ITA","Lazio","","61316","1380282443" +"Catanzaro","Catanzaro","38.9004","16.6000","Italy","IT","ITA","Calabria","admin","95251","1380650072" +"Genoa","Genoa","44.4100","8.9300","Italy","IT","ITA","Liguria","admin","647497","1380716540" +"Ancona","Ancona","43.6004","13.4999","Italy","IT","ITA","Marche","admin","100507","1380597324" +"Bologna","Bologna","44.5004","11.3400","Italy","IT","ITA","Emilia-Romagna","admin","488172","1380202039" +"Potenza","Potenza","40.6420","15.7990","Italy","IT","ITA","Basilicata","admin","69060","1380649430" +"Bari","Bari","41.1142","16.8728","Italy","IT","ITA","Puglia","admin","500577","1380991126" +"Milan","Milan","45.4700","9.2050","Italy","IT","ITA","Lombardy","admin","2945000","1380724377" +"Turin","Turin","45.0704","7.6700","Italy","IT","ITA","Piedmont","admin","1652000","1380244627" +"Naples","Naples","40.8400","14.2450","Italy","IT","ITA","Campania","admin","2250000","1380646673" +"Florence","Florence","43.7800","11.2500","Italy","IT","ITA","Tuscany","admin","1500000","1380726561" +"Aosta","Aosta","45.7370","7.3150","Italy","IT","ITA","Valle d’Aosta","admin","34062","1380291310" +"Perugia","Perugia","43.1104","12.3900","Italy","IT","ITA","Umbria","admin","149125","1380939013" +"Como","Como","45.8100","9.0800","Italy","IT","ITA","Lombardy","minor","250000","1380994905" +"Novara","Novara","45.4500","8.6200","Italy","IT","ITA","Piedmont","minor","100910","1380911437" +"Asti","Asti","44.9300","8.2100","Italy","IT","ITA","Piedmont","minor","71276","1380024585" +"Sassari","Sassari","40.7300","8.5700","Italy","IT","ITA","Sardegna","minor","120729","1380371433" +"Olbia","Olbia","40.9143","9.5151","Italy","IT","ITA","Sardegna","minor","45366","1380424474" +"Modena","Modena","44.6500","10.9200","Italy","IT","ITA","Emilia-Romagna","minor","175502","1380306270" +"Ferrara","Ferrara","44.8504","11.6099","Italy","IT","ITA","Emilia-Romagna","minor","130992","1380682411" +"Ravenna","Ravenna","44.4204","12.2200","Italy","IT","ITA","Emilia-Romagna","minor","134631","1380964180" +"Treviso","Treviso","45.6700","12.2400","Italy","IT","ITA","Veneto","minor","177309","1380900516" +"Verona","Verona","45.4404","10.9900","Italy","IT","ITA","Veneto","minor","347459","1380324879" +"Udine","Udine","46.0700","13.2400","Italy","IT","ITA","Friuli-Venezia Giulia","minor","119009","1380396446" +"Bolzano","Bolzano","46.5004","11.3600","Italy","IT","ITA","Trentino-Alto Adige","minor","95895","1380677819" +"Bergamo","Bergamo","45.7004","9.6700","Italy","IT","ITA","Lombardy","minor","200000","1380253521" +"Salerno","Salerno","40.6804","14.7699","Italy","IT","ITA","Campania","minor","954265","1380863448" +"Pescara","Pescara","42.4554","14.2187","Italy","IT","ITA","Abruzzo","minor","314789","1380000966" +"Arezzo","Arezzo","43.4617","11.8750","Italy","IT","ITA","Tuscany","minor","91589","1380418355" +"Siena","Siena","43.3170","11.3500","Italy","IT","ITA","Tuscany","minor","52625","1380088439" +"Livorno","Livorno","43.5511","10.3023","Italy","IT","ITA","Tuscany","minor","156274","1380159305" +"Pisa","Pisa","43.7205","10.4000","Italy","IT","ITA","Tuscany","minor","203336","1380310225" +"Parma","Parma","44.8104","10.3200","Italy","IT","ITA","Emilia-Romagna","minor","166011","1380655938" +"Catania","Catania","37.5000","15.0800","Italy","IT","ITA","Sicilia","minor","674542","1380562508" +"Messina","Messina","38.2005","15.5500","Italy","IT","ITA","Sicilia","minor","252026","1380622386" +"Ragusa","Ragusa","36.9300","14.7300","Italy","IT","ITA","Sicilia","minor","68956","1380117871" +"Siracusa","Siracusa","37.0704","15.2900","Italy","IT","ITA","Sicilia","minor","123657","1380071816" +"Reggio di Calabria","Reggio di Calabria","38.1150","15.6414","Italy","IT","ITA","Calabria","minor","180353","1380630212" +"Vibo Valentia","Vibo Valentia","38.6666","16.1000","Italy","IT","ITA","Calabria","minor","33957","1380359147" +"Crotone","Crotone","39.0833","17.1233","Italy","IT","ITA","Calabria","minor","60010","1380444441" +"Foggia","Foggia","41.4605","15.5600","Italy","IT","ITA","Puglia","minor","155203","1380084447" +"Barletta","Barletta","41.3200","16.2700","Italy","IT","ITA","Puglia","minor","107830","1380940717" +"Taranto","Taranto","40.5084","17.2300","Italy","IT","ITA","Puglia","minor","202033","1380707445" +"Brindisi","Brindisi","40.6403","17.9300","Italy","IT","ITA","Puglia","minor","104437","1380201254" +"Lecce","Lecce","40.3604","18.1500","Italy","IT","ITA","Puglia","minor","162582","1380057273" +"Benevento","Benevento","41.1337","14.7500","Italy","IT","ITA","Campania","minor","61791","1380723198" +"Caserta","Caserta","41.0600","14.3374","Italy","IT","ITA","Campania","minor","250000","1380614087" +"Saint Helier","Saint Helier","49.1833","-2.1000","Jersey","JE","JEY","","primary","","1832490253" +"Port Morant","Port Morant","17.8910","-76.3290","Jamaica","JM","JAM","Saint Thomas","","11536","1388362870" +"Kingston","Kingston","17.9771","-76.7674","Jamaica","JM","JAM","","primary","937700","1388709177" +"Black River","Black River","18.0310","-77.8520","Jamaica","JM","JAM","Saint Elizabeth","admin","4229","1388022504" +"Falmouth","Falmouth","18.4796","-77.6560","Jamaica","JM","JAM","Trelawny","admin","7779","1388625979" +"Lucea","Lucea","18.4430","-78.1790","Jamaica","JM","JAM","Hanover","admin","6289","1388423676" +"Mandeville","Mandeville","18.0330","-77.5000","Jamaica","JM","JAM","Manchester","admin","47115","1388493847" +"May Pen","May Pen","17.9666","-77.2333","Jamaica","JM","JAM","Clarendon","admin","135142","1388671677" +"Montego Bay","Montego Bay","18.4667","-77.9167","Jamaica","JM","JAM","Saint James","admin","126008","1388955058" +"Morant Bay","Morant Bay","17.8814","-76.4093","Jamaica","JM","JAM","Saint Thomas","admin","","1388124588" +"Port Antonio","Port Antonio","18.1590","-76.3800","Jamaica","JM","JAM","Portland","admin","14400","1388024275" +"Port Maria","Port Maria","18.3770","-76.9000","Jamaica","JM","JAM","Saint Mary","admin","7906","1388155945" +"St. Ann's Bay","St. Ann's Bay","18.4326","-77.1995","Jamaica","JM","JAM","Saint Ann","admin","13671","1388256334" +"Savanna-la-Mar","Savanna-la-Mar","18.1640","-77.9480","Jamaica","JM","JAM","Westmoreland","admin","30000","1388690384" +"Spanish Town","Spanish Town","17.9833","-76.9500","Jamaica","JM","JAM","Saint Catherine","admin","432704","1388689196" +"Half Way Tree","Half Way Tree","18.0333","-76.8000","Jamaica","JM","JAM","Saint Andrew","admin","96494","1388715163" +"‘Ajlūn","`Ajlun","32.3333","35.7528","Jordan","JO","JOR","‘Ajlūn","admin","","1400775371" +"Amman","Amman","31.9500","35.9333","Jordan","JO","JOR","Al ‘Āşimah","primary","1060000","1400522593" +"Ma'an","Ma'an","30.1920","35.7360","Jordan","JO","JOR","Ma‘ān","admin","50350","1400670443" +"Al Aqabah","Al Aqabah","29.5270","35.0777","Jordan","JO","JOR","Al ‘Aqabah","admin","95048","1400618058" +"Al Mafraq","Al Mafraq","32.2833","36.2333","Jordan","JO","JOR","Al Mafraq","admin","57118","1400040712" +"Irbid","Irbid","32.5500","35.8500","Jordan","JO","JOR","Irbid","admin","650000","1400221568" +"As Salt","As Salt","32.0392","35.7272","Jordan","JO","JOR","Al Balqā’","admin","140689","1400470384" +"Jarash","Jarash","32.2808","35.8993","Jordan","JO","JOR","Jarash","admin","","1400505859" +"Az Zarqa","Az Zarqa","32.0700","36.1000","Jordan","JO","JOR","Az Zarqā’","admin","894691","1400161837" +"Al Karak","Al Karak","31.1851","35.7047","Jordan","JO","JOR","Al Karak","admin","80062","1400073941" +"At Tafilah","At Tafilah","30.8333","35.6000","Jordan","JO","JOR","Aţ Ţafīlah","admin","25429","1400134505" +"Mādabā","Madaba","31.7160","35.7939","Jordan","JO","JOR","Ma’dabā","admin","","1400962992" +"Muroran","Muroran","42.3500","140.9800","Japan","JP","JPN","Hokkaidō","","155676","1392259868" +"Iwaki","Iwaki","37.0553","140.8900","Japan","JP","JPN","Fukushima","","357309","1392158088" +"Sakata","Sakata","38.9200","139.8501","Japan","JP","JPN","Yamagata","","100446","1392418961" +"Tottori","Tottori","35.5004","134.2333","Japan","JP","JPN","Tottori","","154098","1392416969" +"Maizuru","Maizuru","35.4504","135.3333","Japan","JP","JPN","Kyōto","","92465","1392353780" +"Hamamatsu","Hamamatsu","34.7181","137.7327","Japan","JP","JPN","Shizuoka","","977023","1392174500" +"Takaoka","Takaoka","36.6700","137.0000","Japan","JP","JPN","Toyama","","170077","1392754231" +"Asahikawa","Asahikawa","43.7550","142.3800","Japan","JP","JPN","Hokkaidō","","356612","1392380358" +"Tsuruoka","Tsuruoka","38.7004","139.8302","Japan","JP","JPN","Yamagata","","99820","1392935450" +"Otaru","Otaru","43.1887","140.9783","Japan","JP","JPN","Hokkaidō","","143792","1392240421" +"Kawagoe","Kawagoe","35.9177","139.4911","Japan","JP","JPN","Saitama","","337931","1392825080" +"Hachiōji","Hachioji","35.6577","139.3261","Japan","JP","JPN","Tōkyō","","579399","1392172935" +"Hirosaki","Hirosaki","40.5700","140.4700","Japan","JP","JPN","Aomori","","174972","1392794397" +"Kure","Kure","34.2510","132.5656","Japan","JP","JPN","Hiroshima","","196991","1392991987" +"Hachinohe","Hachinohe","40.5100","141.5400","Japan","JP","JPN","Aomori","","239046","1392220933" +"Matsumoto","Matsumoto","36.2404","137.9700","Japan","JP","JPN","Nagano","","224926","1392373962" +"Tokyo","Tokyo","35.6850","139.7514","Japan","JP","JPN","Tōkyō","primary","35676000","1392685764" +"Tomakomai","Tomakomai","42.6504","141.5500","Japan","JP","JPN","Hokkaidō","","174806","1392760442" +"Obihiro","Obihiro","42.9304","143.1700","Japan","JP","JPN","Hokkaidō","","173890","1392712158" +"Nagaoka","Nagaoka","37.4504","138.8600","Japan","JP","JPN","Niigata","","195318","1392479949" +"Kōriyama","Koriyama","37.4100","140.3800","Japan","JP","JPN","Fukushima","","340560","1392675180" +"Shimonoseki","Shimonoseki","33.9654","130.9454","Japan","JP","JPN","Fukuoka","","245786","1392516557" +"Sasebo","Sasebo","33.1631","129.7177","Japan","JP","JPN","Nagasaki","","237444","1392043131" +"Kanoya","Kanoya","31.3833","130.8500","Japan","JP","JPN","Kagoshima","","82335","1392748014" +"Kitakyūshū","Kitakyushu","33.8704","130.8200","Japan","JP","JPN","Fukuoka","","997536","1392129541" +"Akita","Akita","39.7100","140.0900","Japan","JP","JPN","Akita","admin","320069","1392129688" +"Aomori","Aomori","40.8250","140.7100","Japan","JP","JPN","Aomori","admin","298394","1392083898" +"Chiba","Chiba","35.6000","140.1167","Japan","JP","JPN","Chiba","admin","","1392107144" +"Fukui","Fukui","36.0704","136.2200","Japan","JP","JPN","Fukui","admin","248707","1392897510" +"Fukuoka","Fukuoka","33.5950","130.4100","Japan","JP","JPN","Fukuoka","admin","2792000","1392576294" +"Fukushima","Fukushima","37.7400","140.4700","Japan","JP","JPN","Fukushima","admin","294237","1392570027" +"Gifu","Gifu","35.4231","136.7628","Japan","JP","JPN","Gifu","admin","412895","1392097787" +"Hiroshima","Hiroshima","34.3878","132.4429","Japan","JP","JPN","Hiroshima","admin","2045000","1392373695" +"Kagoshima","Kagoshima","31.5860","130.5611","Japan","JP","JPN","Kagoshima","admin","555352","1392120675" +"Kanazawa","Kanazawa","36.5600","136.6400","Japan","JP","JPN","Ishikawa","admin","551249","1392684679" +"Kōbe","Kobe","34.6800","135.1700","Japan","JP","JPN","Hyōgo","admin","1528478","1392978082" +"Kōchi","Kochi","33.5624","133.5375","Japan","JP","JPN","Kōchi","admin","335570","1392086071" +"Kōfu","Kofu","35.6504","138.5833","Japan","JP","JPN","Yamanashi","admin","197540","1392307565" +"Kumamoto","Kumamoto","32.8009","130.7006","Japan","JP","JPN","Kumamoto","admin","718232","1392106283" +"Kyoto","Kyoto","35.0300","135.7500","Japan","JP","JPN","Kyōto","admin","1805000","1392622735" +"Maebashi","Maebashi","36.3927","139.0727","Japan","JP","JPN","Gunma","admin","344871","1392333295" +"Matsue","Matsue","35.4670","133.0666","Japan","JP","JPN","Shimane","admin","156811","1392692238" +"Matsuyama","Matsuyama","33.8455","132.7658","Japan","JP","JPN","Ehime","admin","533541","1392220893" +"Mito","Mito","36.3704","140.4800","Japan","JP","JPN","Ibaraki","admin","353892","1392665227" +"Miyazaki","Miyazaki","31.9182","131.4184","Japan","JP","JPN","Miyazaki","admin","324384","1392216224" +"Morioka","Morioka","39.7200","141.1300","Japan","JP","JPN","Iwate","admin","295172","1392981957" +"Nagano","Nagano","36.6500","138.1700","Japan","JP","JPN","Nagano","admin","594311","1392603439" +"Nagasaki","Nagasaki","32.7650","129.8850","Japan","JP","JPN","Nagasaki","admin","435455","1392162566" +"Nagoya","Nagoya","35.1550","136.9150","Japan","JP","JPN","Aichi","admin","3230000","1392407472" +"Naha","Naha","26.2072","127.6730","Japan","JP","JPN","Okinawa","admin","905238","1392583118" +"Niigata","Niigata","37.9200","139.0400","Japan","JP","JPN","Niigata","admin","569797","1392913753" +"Ōita","Oita","33.2432","131.5979","Japan","JP","JPN","Ōita","admin","448907","1392081193" +"Okayama","Okayama","34.6720","133.9171","Japan","JP","JPN","Okayama","admin","866092","1392954750" +"Ōsaka","Osaka","34.7500","135.4601","Japan","JP","JPN","Ōsaka","admin","11294000","1392419823" +"Ōtsu","Otsu","35.0064","135.8674","Japan","JP","JPN","Shiga","admin","536976","1392164106" +"Sapporo","Sapporo","43.0750","141.3400","Japan","JP","JPN","Hokkaidō","admin","2544000","1392000195" +"Sendai","Sendai","38.2871","141.0217","Japan","JP","JPN","Miyagi","admin","2250000","1392457903" +"Shizuoka","Shizuoka","34.9858","138.3854","Japan","JP","JPN","Shizuoka","admin","701561","1392235505" +"Takamatsu","Takamatsu","34.3447","134.0448","Japan","JP","JPN","Kagawa","admin","334223","1392427161" +"Tokushima","Tokushima","34.0674","134.5525","Japan","JP","JPN","Tokushima","admin","443760","1392795984" +"Tottori","Tottori","35.5000","134.2333","Japan","JP","JPN","Tottori","admin","","1392675192" +"Toyama","Toyama","36.7000","137.2300","Japan","JP","JPN","Toyama","admin","332812","1392000560" +"Tsu","Tsu","34.7171","136.5167","Japan","JP","JPN","Mie","admin","500000","1392082102" +"Utsunomiya","Utsunomiya","36.5500","139.8700","Japan","JP","JPN","Tochigi","admin","667752","1392506125" +"Wakayama","Wakayama","34.2231","135.1677","Japan","JP","JPN","Wakayama","admin","440006","1392907296" +"Yamagata","Yamagata","38.2705","140.3200","Japan","JP","JPN","Yamagata","admin","272209","1392300081" +"Yamaguchi","Yamaguchi","34.1833","131.4667","Japan","JP","JPN","Yamaguchi","admin","","1392887215" +"Yokohama","Yokohama","35.3200","139.5800","Japan","JP","JPN","Kanagawa","admin","3697894","1392118339" +"Saitama","Saitama","35.9000","139.6500","Japan","JP","JPN","Saitama","admin","","1392017719" +"Saga","Saga","33.2333","130.3000","Japan","JP","JPN","Saga","admin","","1392618841" +"Kawasaki","Kawasaki","35.5300","139.7050","Japan","JP","JPN","Kanagawa","","1437266","1392879600" +"Nara","Nara","34.6833","135.8333","Japan","JP","JPN","Nara","admin","","1392520831" +"Kushiro","Kushiro","42.9750","144.3747","Japan","JP","JPN","Hokkaidō","","198566","1392810778" +"Kitami","Kitami","43.8504","143.9000","Japan","JP","JPN","Hokkaidō","","113137","1392099278" +"Hakodate","Hakodate","41.7950","140.7400","Japan","JP","JPN","Hokkaidō","","302984","1392708558" +"Namanga","Namanga","-2.5396","36.8000","Kenya","KE","KEN","","","13193","1404000001" +"Nairobi","Nairobi","-1.2833","36.8167","Kenya","KE","KEN","Nairobi City","primary","3010000","1404000661" +"Moyale","Moyale","3.5200","39.0500","Kenya","KE","KEN","Marsabit","","24837","1404689643" +"Kisumu","Kisumu","-0.0900","34.7500","Kenya","KE","KEN","Kisumu","admin","395615","1404511920" +"Mombasa","Mombasa","-4.0400","39.6899","Kenya","KE","KEN","Mombasa","admin","882000","1404512373" +"Nyeri","Nyeri","-0.4170","36.9510","Kenya","KE","KEN","Nyeri","admin","51084","1404924901" +"Garissa","Garissa","-0.4396","39.6700","Kenya","KE","KEN","Garissa","admin","67861","1404464692" +"Kakamega","Kakamega","0.2904","34.7300","Kenya","KE","KEN","Kakamega","admin","63426","1404614327" +"Nakuru","Nakuru","-0.2800","36.0700","Kenya","KE","KEN","Nakuru","admin","364727","1404140179" +"Witu","Witu","-2.3796","40.4300","Kenya","KE","KEN","Lamu","","5380","1404037095" +"Embu","Embu","-0.5196","37.4500","Kenya","KE","KEN","Embu","admin","58620","1404376456" +"Homa Bay","Homa Bay","-0.5273","34.4571","Kenya","KE","KEN","Homa Bay","admin","","1404321159" +"Isiolo","Isiolo","0.3546","37.5822","Kenya","KE","KEN","Isiolo","admin","","1404771203" +"Iten","Iten","0.6703","35.5081","Kenya","KE","KEN","Elgeyo/Marakwet","admin","","1404000102" +"Kabarnet","Kabarnet","0.4919","35.7430","Kenya","KE","KEN","Baringo","admin","","1404620707" +"Kajiado","Kajiado","-1.8524","36.7768","Kenya","KE","KEN","Kajiado","admin","","1404265412" +"Kapenguria","Kapenguria","1.2389","35.1119","Kenya","KE","KEN","West Pokot","admin","","1404228137" +"Kapsabet","Kapsabet","0.2039","35.1050","Kenya","KE","KEN","Nandi","admin","","1404814363" +"Kericho","Kericho","-0.3596","35.2800","Kenya","KE","KEN","Kericho","admin","98852","1404338562" +"Kerugoya","Kerugoya","-0.4989","37.2803","Kenya","KE","KEN","Kirinyaga","admin","","1404597807" +"Kiambu","Kiambu","-1.1714","36.8356","Kenya","KE","KEN","Kiambu","admin","","1404390868" +"Kilifi","Kilifi","-3.6096","39.8500","Kenya","KE","KEN","Kilifi","admin","80339","1404080121" +"Kisii","Kisii","-0.6696","34.7600","Kenya","KE","KEN","Kisii","admin","28547","1404617601" +"Kitale","Kitale","1.0305","34.9899","Kenya","KE","KEN","Trans Nzoia","admin","150495","1404890081" +"Kitui","Kitui","-1.3670","38.0106","Kenya","KE","KEN","Kitui","admin","","1404548296" +"Kwale","Kwale","-4.1737","39.4521","Kenya","KE","KEN","Kwale","admin","","1404769042" +"Lamu","Lamu","-2.2620","40.9197","Kenya","KE","KEN","Lamu","admin","24525","1404163131" +"Lodwar","Lodwar","3.1304","35.5700","Kenya","KE","KEN","Turkana","admin","20219","1404993573" +"Machakos","Machakos","-1.5095","37.2600","Kenya","KE","KEN","Machakos","admin","144925","1404746781" +"Mandera","Mandera","3.9414","41.8625","Kenya","KE","KEN","Mandera","admin","","1404192737" +"Maralal","Maralal","1.1105","36.6800","Kenya","KE","KEN","Samburu","admin","20841","1404895664" +"Marsabit","Marsabit","2.3300","37.9800","Kenya","KE","KEN","Marsabit","admin","16460","1404055253" +"Meru","Meru","0.0600","37.6400","Kenya","KE","KEN","Meru","admin","47226","1404588252" +"Migori","Migori","-1.0634","34.4731","Kenya","KE","KEN","Migori","admin","","1404478510" +"Murang’a","Murang'a","-0.7210","37.1526","Kenya","KE","KEN","Murang’a","admin","","1404066738" +"Mwatate","Mwatate","-3.5050","38.3772","Kenya","KE","KEN","Taita/Taveta","admin","","1404648092" +"Narok","Narok","-1.0808","35.8711","Kenya","KE","KEN","Narok","admin","","1404459814" +"Nyamira","Nyamira","-0.5633","34.9358","Kenya","KE","KEN","Nyamira","admin","","1404000104" +"Ol Kalou","Ol Kalou","-0.2643","36.3788","Kenya","KE","KEN","Nyandarua","admin","","1404930645" +"Rumuruti","Rumuruti","0.2725","36.5381","Kenya","KE","KEN","Laikipia","admin","","1404005234" +"Wajir","Wajir","1.7504","40.0500","Kenya","KE","KEN","Wajir","admin","45771","1404067343" +"Wote","Wote","-1.7808","37.6288","Kenya","KE","KEN","Makueni","admin","","1404304549" +"Busia","Busia","0.4586","34.1160","Kenya","KE","KEN","Busia","admin","","1404250734" +"Kathwana","Kathwana","-0.3314","37.8686","Kenya","KE","KEN","Tharaka-Nithi","admin","","1404000105" +"Sotik Post","Sotik Post","-0.7813","35.3416","Kenya","KE","KEN","Bomet","admin","","1404087664" +"Bungoma","Bungoma","0.5704","34.5600","Kenya","KE","KEN","Bungoma","admin","55962","1404689847" +"Eldoret","Eldoret","0.5200","35.2700","Kenya","KE","KEN","Uasin Gishu","admin","353381","1404676289" +"Hola","Hola","-1.4993","40.0301","Kenya","KE","KEN","Tana River","admin","","1404396632" +"Karungu","Karungu","-0.8496","34.1500","Kenya","KE","KEN","Migori","","2376","1404796412" +"Siaya","Siaya","0.0607","34.2881","Kenya","KE","KEN","Siaya","admin","","1404162576" +"Naivasha","Naivasha","-0.7096","36.4300","Kenya","KE","KEN","Nakuru","","43983","1404904927" +"Thika","Thika","-1.0396","37.0900","Kenya","KE","KEN","Kiambu","","99322","1404482650" +"Konza","Konza","-1.7496","37.1200","Kenya","KE","KEN","Machakos","","2004","1404143289" +"Eldama Ravine","Eldama Ravine","0.0504","35.7200","Kenya","KE","KEN","Baringo","","17581","1404468256" +"Tsavo","Tsavo","-2.9828","38.4666","Kenya","KE","KEN","Taita/Taveta","","414","1404321644" +"Voi","Voi","-3.3696","38.5700","Kenya","KE","KEN","Taita/Taveta","","36487","1404504656" +"Nanyuki","Nanyuki","0.0204","37.0600","Kenya","KE","KEN","Laikipia","","36142","1404481993" +"Malindi","Malindi","-3.2100","40.1000","Kenya","KE","KEN","Kilifi","","94016","1404380224" +"Kendu Bay","Kendu Bay","-0.3596","34.6400","Kenya","KE","KEN","Homa Bay","","91248","1404600696" +"Mwingi","Mwingi","-0.9296","38.0700","Kenya","KE","KEN","Kitui","","11219","1404312666" +"Sotik","Sotik","-0.6796","35.1200","Kenya","KE","KEN","Bomet","","71285","1404807525" +"Bishkek","Bishkek","42.8731","74.5852","Kyrgyzstan","KG","KGZ","Bishkek","primary","837000","1417191971" +"Kara Balta","Kara Balta","42.8306","73.8857","Kyrgyzstan","KG","KGZ","Chüy","minor","74133","1417201811" +"Cholpon Ata","Cholpon Ata","42.6513","77.0811","Kyrgyzstan","KG","KGZ","Ysyk-Köl","minor","18595","1417433118" +"Tash Komur","Tash Komur","41.3419","72.2314","Kyrgyzstan","KG","KGZ","Jalal-Abad","","23594","1417242124" +"Karakol","Karakol","42.4920","78.3818","Kyrgyzstan","KG","KGZ","Ysyk-Köl","admin","70171","1417269527" +"At Bashy","At Bashy","41.1725","75.7968","Kyrgyzstan","KG","KGZ","Naryn","minor","15601","1417188010" +"Naryn","Naryn","41.4263","75.9911","Kyrgyzstan","KG","KGZ","Naryn","admin","52300","1417466970" +"Jalal Abad","Jalal Abad","40.9429","73.0025","Kyrgyzstan","KG","KGZ","Jalal-Abad","admin","248899","1417653652" +"Kok Yangak","Kok Yangak","41.0307","73.2058","Kyrgyzstan","KG","KGZ","Jalal-Abad","","15000","1417546126" +"Toktogul","Toktogul","41.8826","72.9372","Kyrgyzstan","KG","KGZ","Jalal-Abad","minor","26115","1417791878" +"Talas","Talas","42.5184","72.2429","Kyrgyzstan","KG","KGZ","Talas","admin","35172","1417698287" +"Osh","Osh","40.5404","72.7900","Kyrgyzstan","KG","KGZ","Osh","admin","391277","1417797596" +"Balykchy","Balykchy","42.4560","76.1854","Kyrgyzstan","KG","KGZ","Ysyk-Köl","","40527","1417967917" +"Tokmak","Tokmak","42.8299","75.2846","Kyrgyzstan","KG","KGZ","Chüy","","112860","1417875875" +"Batken","Batken","40.0626","70.8194","Kyrgyzstan","KG","KGZ","Batken","admin","","1417022726" +"Phnom Penh","Phnom Penh","11.5500","104.9166","Cambodia","KH","KHM","Phnom Penh","primary","1466000","1116260534" +"Ta Khmau","Ta Khmau","11.4833","104.9500","Cambodia","KH","KHM","Kandal","admin","","1116571704" +"Sihanoukville","Sihanoukville","10.6359","103.5017","Cambodia","KH","KHM","Sihanoukville","admin","","1116098692" +"Pursat","Pursat","12.5337","103.9167","Cambodia","KH","KHM","Pursat","admin","52476","1116566865" +"Prey Veng","Prey Veng","11.4840","105.3240","Cambodia","KH","KHM","Prey Veng","admin","74000","1116378797" +"Siem Reap","Siem Reap","13.3666","103.8500","Cambodia","KH","KHM","Siem Reap","admin","109398","1116263015" +"Stoeng Treng","Stoeng Treng","13.5230","105.9740","Cambodia","KH","KHM","Stung Treng","admin","29665","1116286673" +"Svay Rieng","Svay Rieng","11.0800","105.8010","Cambodia","KH","KHM","Svay Rieng","admin","23956","1116432743" +"Takéo","Takeo","10.9838","104.7833","Cambodia","KH","KHM","Takeo","admin","15264","1116674518" +"Battambang","Battambang","13.1000","103.2000","Cambodia","KH","KHM","Battambang","admin","154773","1116106237" +"Kampong Cham","Kampong Cham","12.0004","105.4500","Cambodia","KH","KHM","Kampong Cham","admin","83233","1116115849" +"Kompong Chhnang","Kompong Chhnang","12.2505","104.6666","Cambodia","KH","KHM","Kampong Chhnang","admin","75244","1116735270" +"Kampong Spoe","Kampong Spoe","11.4520","104.5190","Cambodia","KH","KHM","Kampong Speu","admin","33231","1116446492" +"Kampong Thom","Kampong Thom","12.7111","104.8887","Cambodia","KH","KHM","Kampong Thom","admin","","1116471297" +"Kampot","Kampot","10.6171","104.1833","Cambodia","KH","KHM","Kampot","admin","50105","1116966757" +"Krong Koh Kong","Krong Koh Kong","11.6175","102.9849","Cambodia","KH","KHM","Koh Kong","admin","33134","1116924669" +"Kracheh","Kracheh","12.4690","106.0240","Cambodia","KH","KHM","Kratie","admin","19975","1116453792" +"Krong Kep","Krong Kep","10.4829","104.3167","Cambodia","KH","KHM","Kep","admin","","1116392544" +"Pailin","Pailin","12.8489","102.6093","Cambodia","KH","KHM","Pailin","admin","","1116050327" +"Kampong Thum","Kampong Thum","12.7120","104.8890","Cambodia","KH","KHM","Kampong Thom","","19951","1116000326" +"Lumphat","Lumphat","13.5070","106.9810","Cambodia","KH","KHM","Ratanakiri","minor","19205","1116149070" +"Banlung","Banlung","13.7394","106.9873","Cambodia","KH","KHM","Ratanakiri","admin","","1116605438" +"Samraong","Samraong","14.1817","103.5176","Cambodia","KH","KHM","Oddar Meanchey","admin","","1116989175" +"Senmonorom","Senmonorom","12.4500","107.2000","Cambodia","KH","KHM","Mondolkiri","admin","7944","1116978997" +"Sisophon","Sisophon","13.5838","102.9833","Cambodia","KH","KHM","Banteay Meanchey","admin","50302","1116276411" +"Suong","Suong","11.9118","105.6582","Cambodia","KH","KHM","Tbong Khmum","admin","","1116319433" +"Phnum Tbeng Meanchey","Phnum Tbeng Meanchey","13.8167","104.9667","Cambodia","KH","KHM","Preah Vihear","admin","24380","1116207762" +"Tarawa","Tarawa","1.3382","173.0176","Kiribati","KI","KIR","","primary","28802","1296152641" +"Moroni","Moroni","-11.7042","43.2402","Comoros","KM","COM","Grande Comore","primary","128698","1174793581" +"Basseterre","Basseterre","17.3020","-62.7170","Saint Kitts And Nevis","KN","KNA","Saint George Basseterre","primary","21887","1659198919" +"Pyongsan","Pyongsan","38.3367","126.3866","Korea, North","KP","PRK","Hwangbuk","","66260","1408433221" +"Kimhyonggwon","Kimhyonggwon","40.8175","128.1553","Korea, North","KP","PRK","Yanggang","","3839","1408098792" +"Chongju","Chongju","39.6813","125.2163","Korea, North","KP","PRK","P’yŏngbuk","","141769","1408650871" +"Ongjin","Ongjin","37.9371","125.3571","Korea, North","KP","PRK","Hwangnam","","69195","1408748147" +"Chongjin","Chongjin","41.7846","129.7900","Korea, North","KP","PRK","Hambuk","admin","672614","1408498177" +"Chosan","Chosan","40.8255","125.8008","Korea, North","KP","PRK","Chagang","","7786","1408838898" +"Changyon","Changyon","38.2517","125.1021","Korea, North","KP","PRK","Hwangnam","","48984","1408800916" +"Hamhung","Hamhung","39.9101","127.5454","Korea, North","KP","PRK","Hamnam","admin","773000","1408482040" +"Sunchon","Sunchon","39.4236","125.9390","Korea, North","KP","PRK","P’yŏngnam","","400629","1408510801" +"Kilchu","Kilchu","40.9604","129.3204","Korea, North","KP","PRK","Hambuk","","101165","1408662334" +"Taedong","Taedong","40.6171","125.4501","Korea, North","KP","PRK","P’yŏngbuk","","1884","1408763732" +"Sariwon","Sariwon","38.5070","125.7620","Korea, North","KP","PRK","Hwangbuk","admin","154942","1408018673" +"P’yŏngsŏng","P'yongsong","39.2464","125.8719","Korea, North","KP","PRK","P’yŏngnam","admin","","1408000381" +"Wonsan","Wonsan","39.1605","127.4308","Korea, North","KP","PRK","Kangwŏn","admin","329207","1408692125" +"Munchon","Munchon","39.3813","127.2517","Korea, North","KP","PRK","Kangwŏn","","73619","1408134393" +"Manpo","Manpo","41.1454","126.2958","Korea, North","KP","PRK","Chagang","","186827","1408334845" +"Sinuiju","Sinuiju","40.0859","124.4213","Korea, North","KP","PRK","P’yŏngbuk","admin","288112","1408740449" +"Sin-Ni","Sin-Ni","39.4880","125.4640","Korea, North","KP","PRK","P’yŏngnam","","19463","1408623890" +"Musan","Musan","42.2304","129.2304","Korea, North","KP","PRK","Hambuk","","80146","1408588520" +"Kaesong","Kaesong","37.9640","126.5644","Korea, North","KP","PRK","Hwangnam","minor","338155","1408725697" +"Kimchaek","Kimchaek","40.6723","129.2027","Korea, North","KP","PRK","Hambuk","minor","187270","1408037150" +"Hungnam","Hungnam","39.8231","127.6232","Korea, North","KP","PRK","Hamnam","","751322","1408328889" +"Haeju","Haeju","38.0394","125.7144","Korea, North","KP","PRK","Hwangnam","admin","224231","1408348983" +"Kanggye","Kanggye","40.9732","126.6032","Korea, North","KP","PRK","Chagang","admin","299514","1408728939" +"Hyeson","Hyeson","41.3927","128.1927","Korea, North","KP","PRK","Yanggang","admin","227461","1408642146" +"Rajin","Rajin","42.2489","130.3003","Korea, North","KP","PRK","Nasŏn","admin","","1408449973" +"Sonbong","Sonbong","42.3377","130.4027","Korea, North","KP","PRK","Nasŏn","","60864","1408519732" +"Pyongyang","Pyongyang","39.0194","125.7547","Korea, North","KP","PRK","P’yŏngyang","primary","3300000","1408738594" +"Nampo","Nampo","38.7669","125.4524","Korea, North","KP","PRK","","admin","1127000","1408892768" +"Gyeongju","Gyeongju","35.8428","129.2117","Korea, South","KR","KOR","Gyeongbuk","","155237","1410173146" +"Iksan","Iksan","35.9410","126.9454","Korea, South","KR","KOR","Jeonbuk","","283501","1410134391" +"Songnam","Songnam","37.4386","127.1378","Korea, South","KR","KOR","Gyeonggi","","942000","1410622472" +"Ulsan","Ulsan","35.5467","129.3170","Korea, South","KR","KOR","Ulsan","admin","1061000","1410134602" +"Wonju","Wonju","37.3551","127.9396","Korea, South","KR","KOR","Gangwon","","243387","1410782685" +"Seoul","Seoul","37.5663","126.9997","Korea, South","KR","KOR","Seoul","primary","9796000","1410836482" +"Ansan","Ansan","37.3481","126.8595","Korea, South","KR","KOR","Gyeonggi","","739493","1410585171" +"Gunsan","Gunsan","35.9818","126.7160","Korea, South","KR","KOR","Jeonbuk","","244080","1410913202" +"Jeju","Jeju","33.5101","126.5219","Korea, South","KR","KOR","Jeju","admin","408364","1410364424" +"Busan","Busan","35.0951","129.0100","Korea, South","KR","KOR","Busan","admin","3480000","1410601465" +"Incheon","Incheon","37.4761","126.6422","Korea, South","KR","KOR","Incheon","admin","2550000","1410160313" +"Daegu","Daegu","35.8668","128.6070","Korea, South","KR","KOR","Daegu","admin","2460000","1410095252" +"Gwangju","Gwangju","35.1710","126.9104","Korea, South","KR","KOR","Gwangju","admin","1440000","1410000087" +"Daejeon","Daejeon","36.3355","127.4250","Korea, South","KR","KOR","Daejeon","admin","1468000","1410993875" +"Changwon","Changwon","35.2191","128.5836","Korea, South","KR","KOR","Gyeongnam","admin","1081499","1410592618" +"Sokcho","Sokcho","38.2087","128.5912","Korea, South","KR","KOR","Gangwon","minor","85430","1410921315" +"Eumseong","Eumseong","36.9353","127.6897","Korea, South","KR","KOR","Chungbuk","","10077","1410812829" +"Chuncheon","Chuncheon","37.8747","127.7342","Korea, South","KR","KOR","Gangwon","admin","226509","1410231130" +"Goyang","Goyang","37.6527","126.8372","Korea, South","KR","KOR","Gyeonggi","minor","903000","1410511255" +"Pohang","Pohang","36.0209","129.3715","Korea, South","KR","KOR","Gyeongbuk","minor","435266","1410983252" +"Puch'on","Puch'on","37.4989","126.7831","Korea, South","KR","KOR","Gyeonggi","minor","866000","1410428222" +"Cheongju","Cheongju","36.6439","127.5012","Korea, South","KR","KOR","Chungbuk","admin","775096","1410964361" +"Mokpo","Mokpo","34.8068","126.3958","Korea, South","KR","KOR","Jeonnam","minor","268402","1410279439" +"Yeosu","Yeosu","34.7368","127.7458","Korea, South","KR","KOR","Jeonnam","minor","341994","1410002025" +"Hongseong","Hongseong","36.6009","126.6650","Korea, South","KR","KOR","Chungnam","admin","","1410822139" +"Muan","Muan","34.9897","126.4714","Korea, South","KR","KOR","Jeonnam","admin","","1410001061" +"Andong","Andong","36.5659","128.7250","Korea, South","KR","KOR","Gyeongbuk","admin","129319","1410095935" +"Suwon","Suwon","37.2578","127.0109","Korea, South","KR","KOR","Gyeonggi","admin","1078000","1410679777" +"Sejong","Sejong","36.6092","127.2919","Korea, South","KR","KOR","Sejong","admin","","1410002592" +"Gangneung","Gangneung","37.7559","128.8962","Korea, South","KR","KOR","Gangwon","minor","180611","1410450550" +"Jeonju","Jeonju","35.8314","127.1404","Korea, South","KR","KOR","Jeonbuk","minor","711424","1410494847" +"Al Ahmadi","Al Ahmadi","29.0769","48.0838","Kuwait","KW","KWT","","","68763","1414024487" +"Al Jahra","Al Jahra","29.3375","47.6581","Kuwait","KW","KWT","","","194193","1414182001" +"Kuwait","Kuwait","29.3697","47.9783","Kuwait","KW","KWT","","primary","2063000","1414102075" +"George Town","George Town","19.2804","-81.3300","Cayman Islands","KY","CYM","","primary","4268","1136159124" +"Pago Pago","Pago Pago","-14.2740","-170.7046","American Samoa","AS","ASM","","primary","12576","1016976740" +"Hagåtña","Hagta","13.4745","144.7504","Guam","GU","GUM","","primary","1051","1316937540" +"Maina","Maina","13.4692","144.7332","Guam","GU","GUM","","","122411","1316874021" +"Capitol Hill","Capitol Hill","15.2137","145.7546","Northern Mariana Islands","MP","MNP","","primary","2500","1580556972" +"Renton","Renton","47.4758","-122.1905","United States","US","USA","Washington","","101379","1840019827" +"Chehalis","Chehalis","46.6637","-122.9647","United States","US","USA","Washington","","7533","1840018472" +"Mercer Island","Mercer Island","47.5625","-122.2265","United States","US","USA","Washington","","25261","1840019830" +"Lynnwood","Lynnwood","47.8285","-122.3034","United States","US","USA","Washington","","38273","1840019788" +"Centralia","Centralia","46.7226","-122.9695","United States","US","USA","Washington","","41643.0","1840018471" +"Mountlake Terrace","Mountlake Terrace","47.7920","-122.3076","United States","US","USA","Washington","","21337","1840019792" +"Seattle","Seattle","47.6211","-122.3244","United States","US","USA","Washington","","3643765.0","1840021117" +"Liberty Lake","Liberty Lake","47.6687","-117.1032","United States","US","USA","Washington","","9893","1840037678" +"Airway Heights","Airway Heights","47.6459","-117.5792","United States","US","USA","Washington","","8166","1840018399" +"Brier","Brier","47.7922","-122.2734","United States","US","USA","Washington","","6884","1840018379" +"Port Townsend","Port Townsend","48.1220","-122.7872","United States","US","USA","Washington","","8804.0","1840019797" +"Oak Harbor","Oak Harbor","48.2965","-122.6330","United States","US","USA","Washington","","34663.0","1840019779" +"Anacortes","Anacortes","48.4878","-122.6292","United States","US","USA","Washington","","17955.0","1840018366" +"Grandview","Grandview","46.2431","-119.9084","United States","US","USA","Washington","","18858.0","1840019871" 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