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duration,start_date,start_year,start_month,start_hour,weekday,start_city,end_city,subscription_type | ||
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...dandp0-bikeshareanalysis/.ipynb_checkpoints/Bay_Area_Bike_Share_Analysis-checkpoint.ipynb
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P0-BikeShare/dandp0-bikeshareanalysis/201309_trip_data.csv
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P0-BikeShare/dandp0-bikeshareanalysis/201309_trip_summary.csv
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FILE LIST | ||
1) 201402_status_data.csv – approx. 17 million records of status data (bike and dock availability) | ||
2) 201402_station_data.csv – 69 records – station latitude, longitude, name, dockcount, installation date | ||
3) 201402_trip_data.csv – approx. 144,000 records of individual trips | ||
4) 201402_weather_data.csv – 920 records of daily weather by city | ||
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Files contain data from 8/29/13 (system launch) to 2/28/14. | ||
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1) STATUS DATA | ||
FILE = "201402_status_data.csv" | ||
-station_id: station ID number (use "201402_station_data.csv" to find corresponding station information) | ||
-bikes_available: number of available bikes | ||
-docks_available: number of available docks | ||
-time: date and time, PST | ||
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2) STATION INFORMATION | ||
FILE = "201402_station_data.csv" | ||
-station_id: station ID number (corresponds to "station_id" in "201402_status_data.csv") | ||
-name: name of station | ||
-lat: latitude | ||
-long: longitude | ||
-dockcount: number of total docks at station | ||
-landmark: city (San Francisco, Redwood City, Palo Alto, Mountain View, San Jose) | ||
-installation: date that station was installed | ||
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Note: Although stations were installed prior to 8/29/13 (system launch), no station was active until launch date. Therefore, to accurately capture station popularity, we recommend adjusting all pre-launch installation dates to 8/29/13. | ||
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3) TRIP DATA | ||
FILE = "201402_trip_data.csv" | ||
-Trip ID: numeric ID of bike trip | ||
-Duration: time of trip in seconds | ||
-Start Date: start date of trip with date and time, in PST | ||
-Start Station: station name of start station | ||
-Start Terminal: numeric reference for start station | ||
-End Date: end date of trip with date and time, in PST | ||
-End Station: station name for end station | ||
-End Terminal: numeric reference for end station | ||
-Bike #: ID of bike used | ||
-Subscription Type: Subscriber = annual member; Customer = 24-hour or 3-day member | ||
-Zip Code: Home zip code of user (only available for annual members) | ||
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4) WEATHER DATA | ||
FILE = "201402_weather_data.csv" | ||
Daily weather information per service area. Weather is listed from north to south (San Francisco, Redwood City, Palo Alto, Mountain View, San Jose). | ||
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-Max_Visibility_Miles Note-No local Mountain View historical visibility data- reported from Palo Alto station | ||
-Mean_Visibility_Miles Note-No local Mountain View historical visibility data- reported from Palo Alto station | ||
-Min_Visibility_Miles Note-No local Mountain View historical visibility data- reported from Palo Alto station | ||
-Precipitation_In "numeric, in form x.xx but alpha ""T""= trace when amount less than .01 inch" | ||
-Cloud_Cover "scale of 0-8, 0=clear" | ||
-Events "text field - entries: rain, fog, thunderstorm" | ||
-zip code: 94107=San Francisco, 94063=Redwood City, 94301=Palo Alto, 94041=Mountain View, 95113= San Jose" |
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P0-BikeShare/dandp0-bikeshareanalysis/201402_station_data.csv
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station_id,name,lat,long,dockcount,landmark,installation | ||
2,San Jose Diridon Caltrain Station,37.329732,-121.901782,27,San Jose,8/6/2013 | ||
3,San Jose Civic Center,37.330698,-121.888979,15,San Jose,8/5/2013 | ||
4,Santa Clara at Almaden,37.333988,-121.894902,11,San Jose,8/6/2013 | ||
5,Adobe on Almaden,37.331415,-121.8932,19,San Jose,8/5/2013 | ||
6,San Pedro Square,37.336721,-121.894074,15,San Jose,8/7/2013 | ||
7,Paseo de San Antonio,37.333798,-121.886943,15,San Jose,8/7/2013 | ||
8,San Salvador at 1st,37.330165,-121.885831,15,San Jose,8/5/2013 | ||
9,Japantown,37.348742,-121.894715,15,San Jose,8/5/2013 | ||
10,San Jose City Hall,37.337391,-121.886995,15,San Jose,8/6/2013 | ||
11,MLK Library,37.335885,-121.88566,19,San Jose,8/6/2013 | ||
12,SJSU 4th at San Carlos,37.332808,-121.883891,19,San Jose,8/7/2013 | ||
13,St James Park,37.339301,-121.889937,15,San Jose,8/6/2013 | ||
14,Arena Green / SAP Center,37.332692,-121.900084,19,San Jose,8/5/2013 | ||
16,SJSU - San Salvador at 9th,37.333955,-121.877349,15,San Jose,8/7/2013 | ||
21,Franklin at Maple,37.481758,-122.226904,15,Redwood City,8/12/2013 | ||
22,Redwood City Caltrain Station,37.486078,-122.232089,25,Redwood City,8/15/2013 | ||
23,San Mateo County Center,37.488501,-122.231061,15,Redwood City,8/15/2013 | ||
24,Redwood City Public Library,37.484219,-122.227424,15,Redwood City,8/12/2013 | ||
25,Broadway at Main,37.486725,-122.225551,15,Redwood City,8/12/2013 | ||
26,Redwood City Medical Center,37.487682,-122.223492,15,Redwood City,8/12/2013 | ||
27,Mountain View City Hall,37.389218,-122.081896,15,Mountain View,8/16/2013 | ||
28,Mountain View Caltrain Station,37.394358,-122.076713,23,Mountain View,8/15/2013 | ||
29,San Antonio Caltrain Station,37.40694,-122.106758,23,Mountain View,8/15/2013 | ||
30,Evelyn Park and Ride,37.390277,-122.066553,15,Mountain View,8/16/2013 | ||
31,San Antonio Shopping Center,37.400443,-122.108338,15,Mountain View,12/31/2013 | ||
32,Castro Street and El Camino Real,37.385956,-122.083678,11,Mountain View,12/31/2013 | ||
33,Rengstorff Avenue / California Street,37.400241,-122.099076,15,Mountain View,8/16/2013 | ||
34,Palo Alto Caltrain Station,37.443988,-122.164759,23,Palo Alto,8/14/2013 | ||
35,University and Emerson,37.444521,-122.163093,11,Palo Alto,8/15/2013 | ||
36,California Ave Caltrain Station,37.429082,-122.142805,15,Palo Alto,8/14/2013 | ||
37,Cowper at University,37.448598,-122.159504,11,Palo Alto,8/14/2013 | ||
38,Park at Olive,37.4256839,-122.1377775,15,Palo Alto,8/14/2013 | ||
39,Powell Street BART,37.783871,-122.408433,19,San Francisco,8/25/2013 | ||
41,Clay at Battery,37.795001,-122.39997,15,San Francisco,8/19/2013 | ||
42,Davis at Jackson,37.79728,-122.398436,15,San Francisco,8/19/2013 | ||
45,Commercial at Montgomery,37.794231,-122.402923,15,San Francisco,8/19/2013 | ||
46,Washington at Kearney,37.795425,-122.404767,15,San Francisco,8/19/2013 | ||
47,Post at Kearney,37.788975,-122.403452,19,San Francisco,8/19/2013 | ||
48,Embarcadero at Vallejo,37.799953,-122.398525,15,San Francisco,8/19/2013 | ||
49,Spear at Folsom,37.789625,-122.390264,19,San Francisco,8/20/2013 | ||
50,Harry Bridges Plaza (Ferry Building),37.795392,-122.394203,23,San Francisco,8/20/2013 | ||
51,Embarcadero at Folsom,37.791464,-122.391034,19,San Francisco,8/20/2013 | ||
54,Embarcadero at Bryant,37.787152,-122.388013,15,San Francisco,8/20/2013 | ||
55,Temporary Transbay Terminal (Howard at Beale),37.789756,-122.394643,23,San Francisco,8/20/2013 | ||
56,Beale at Market,37.792251,-122.397086,19,San Francisco,8/20/2013 | ||
57,5th at Howard,37.781752,-122.405127,15,San Francisco,8/21/2013 | ||
58,San Francisco City Hall,37.77865,-122.418235,19,San Francisco,8/21/2013 | ||
59,Golden Gate at Polk,37.781332,-122.418603,23,San Francisco,8/21/2013 | ||
60,Embarcadero at Sansome,37.80477,-122.403234,15,San Francisco,8/21/2013 | ||
61,2nd at Townsend,37.780526,-122.390288,27,San Francisco,8/22/2013 | ||
62,2nd at Folsom,37.785299,-122.396236,19,San Francisco,8/22/2013 | ||
63,Howard at 2nd,37.786978,-122.398108,19,San Francisco,8/22/2013 | ||
64,2nd at South Park,37.782259,-122.392738,15,San Francisco,8/22/2013 | ||
65,Townsend at 7th,37.771058,-122.402717,15,San Francisco,8/22/2013 | ||
66,South Van Ness at Market,37.774814,-122.418954,19,San Francisco,8/23/2013 | ||
67,Market at 10th,37.776619,-122.417385,27,San Francisco,8/23/2013 | ||
68,Yerba Buena Center of the Arts (3rd @ Howard),37.784878,-122.401014,19,San Francisco,8/23/2013 | ||
69,San Francisco Caltrain 2 (330 Townsend),37.776377,-122.39607,23,San Francisco,8/23/2013 | ||
70,San Francisco Caltrain (Townsend at 4th),37.776617,-122.39526,19,San Francisco,8/23/2013 | ||
71,Powell at Post (Union Square),37.788446,-122.408499,19,San Francisco,8/23/2013 | ||
72,Civic Center BART (7th at Market),37.780356,-122.412919,23,San Francisco,8/23/2013 | ||
73,Grant Avenue at Columbus Avenue,37.798522,-122.407245,15,San Francisco,8/21/2013 | ||
74,Steuart at Market,37.794139,-122.394434,23,San Francisco,8/25/2013 | ||
75,Mechanics Plaza (Market at Battery),37.7913,-122.399051,19,San Francisco,8/25/2013 | ||
76,Market at 4th,37.786305,-122.404966,19,San Francisco,8/25/2013 | ||
77,Market at Sansome,37.789625,-122.400811,27,San Francisco,8/25/2013 | ||
80,San Jose Government Center,37.352601,-121.905733,15,San Jose,12/31/2013 | ||
82,Broadway St at Battery St,37.798541,-122.400862,15,San Francisco,1/22/2014 | ||
83,Mezes Park,37.491269,-122.236234,15,Redwood City,2/20/2014 |
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