\n", + "\n", + " Doppelgaragenhälfte\n", + " \n", + "
\n", + "- \n",
+ "
- Einzelgarage \n", + "
From dfccb7db5665b633b2165f17618aa804f0282e27 Mon Sep 17 00:00:00 2001 From: ElviraHae <58638126+ElviraHae@users.noreply.github.com> Date: Wed, 26 Feb 2020 15:34:10 +0000 Subject: [PATCH 01/11] Bern-half --- .../comparis_scrapping-checkpoint.ipynb | 3450 +++++++++++++++++ .../linkedin scraping-checkpoint.ipynb | 366 ++ your-project/chromedriver.exe | Bin 0 -> 8073216 bytes your-project/comparis_scrapping.ipynb | 3450 +++++++++++++++++ your-project/ghostdriver.log | 26 + 5 files changed, 7292 insertions(+) create mode 100644 your-project/.ipynb_checkpoints/comparis_scrapping-checkpoint.ipynb create mode 100644 your-project/.ipynb_checkpoints/linkedin scraping-checkpoint.ipynb create mode 100644 your-project/chromedriver.exe create mode 100644 your-project/comparis_scrapping.ipynb create mode 100644 your-project/ghostdriver.log diff --git a/your-project/.ipynb_checkpoints/comparis_scrapping-checkpoint.ipynb b/your-project/.ipynb_checkpoints/comparis_scrapping-checkpoint.ipynb new file mode 100644 index 0000000..8691a8b --- /dev/null +++ b/your-project/.ipynb_checkpoints/comparis_scrapping-checkpoint.ipynb @@ -0,0 +1,3450 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Web Scrapping Comparis" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "import os\n", + "import math\n", + "import time\n", + "import csv\n", + "import requests\n", + "from bs4 import BeautifulSoup\n", + "import re\n", + "import pandas as pd\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# 1. Main Pages" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "## url for Bern \n", + "#url = \"https://www.comparis.ch/immobilien/result/list?requestobject=%7B%22DealType%22%3A%2210%22%2C%22LocationSearchString%22%3A%22Bern%22%2C%22RootPropertyTypes%22%3A%5B%220%22%5D%2C%22PriceTo%22%3A%22-10%22%2C%22RoomsFrom%22%3A%22-10%22%2C%22Sort%22%3A%2211%22%2C%22AdAgeMax%22%3A-1%2C%22ComparisPointsMin%22%3A-1%2C%22SiteId%22%3A-1%7D&sort=11\"\n", + "\n", + "city = 'Bern'\n", + "## url for Bern and only flats\n", + "url = \"https://www.comparis.ch/immobilien/result/list?requestobject=%7B%22DealType%22%3A%2210%22%2C%22LocationSearchString%22%3A%22bern%22%2C%22RootPropertyTypes%22%3A%5B%221%22%5D%2C%22PriceTo%22%3A%22-10%22%2C%22RoomsFrom%22%3A%22-10%22%2C%22Sort%22%3A%2211%22%2C%22AdAgeMax%22%3A-1%2C%22ComparisPointsMin%22%3A-1%2C%22SiteId%22%3A-1%7D&sort=11\"" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### 1.1 Get the Links from Page 1" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "\n", + "
Versicherungen
Auto & Motorrad
Immobilien
Kredit & Hypotheken
Preisvergleich
Gesundheit & Vorsorge
Weitere Services
Wohnung mieten (777)
1 Zimmer Wohnung mieten (136)
2 Zimmer Wohnung mieten (206)
3 Zimmer Wohnung mieten (278)
4 Zimmer Wohnung mieten (99)
5 Zimmer Wohnung mieten (19)
Loft mieten (5)
Maisonette mieten (12)
Studio mieten (12)
Attika mieten (13)
Dachwohnung mieten (45)
Einzelzimmer mieten (28)
780 Treffer auf allen grossen Schweizer Immobilienmarktplätzen
780 Treffer auf allen Portalen
Wohnung mieten (777)
1 Zimmer Wohnung mieten (136)
2 Zimmer Wohnung mieten (206)
3 Zimmer Wohnung mieten (278)
4 Zimmer Wohnung mieten (99)
5 Zimmer Wohnung mieten (19)
Loft mieten (5)
Maisonette mieten (12)
Studio mieten (12)
Attika mieten (13)
Dachwohnung mieten (45)
Einzelzimmer mieten (28)
\n", + " Sicher und stressfrei in Ihr neues Zuhause einziehen.\n", + "
\n", + "Mietkaution für dieses Objekt ab
ca. CHF 112 /Jahr
Miet- und Kaufpreise aus Inseraten der letzten 5 Jahre.
\n", + "Der Umzugsratgeber von Comparis führt Sie in fünf Schritten von der Planung bis in die neue Wohnung.
\n", + "\n", + " | 23024420 | \n", + "
---|---|
city | \n", + "Bern | \n", + "
DateofScrapping | \n", + "26.02.2020 | \n", + "
\n", + " | 23024420 | \n", + "
---|---|
adress | \n", + "Freiburgstr. 62, 3008 Bern | \n", + "
\n", + " | 23024420 | \n", + "
---|---|
publication_date | \n", + "26.02.2020 | \n", + "
\n", + " | 23024420 | \n", + "
---|---|
rating | \n", + "NaN | \n", + "
\n", + " | 23024420 | \n", + "
---|---|
Objektart | \n", + "Wohnung | \n", + "
MietpreisproMonat | \n", + "890 | \n", + "
Wohnfläche | \n", + "30 | \n", + "
Zimmer | \n", + "1.5 | \n", + "
Verfügbarab | \n", + "01.05.2020 | \n", + "
\n", + " | Objektart | \n", + "MietpreisproMonat | \n", + "Wohnfläche | \n", + "Zimmer | \n", + "Verfügbarab | \n", + "rating | \n", + "adress | \n", + "publication_date | \n", + "city | \n", + "DateofScrapping | \n", + "
---|---|---|---|---|---|---|---|---|---|---|
23024420 | \n", + "Wohnung | \n", + "890 | \n", + "30 | \n", + "1.5 | \n", + "01.05.2020 | \n", + "NaN | \n", + "Freiburgstr. 62, 3008 Bern | \n", + "26.02.2020 | \n", + "Bern | \n", + "26.02.2020 | \n", + "
\n", + " | Balkon(e) | \n", + "Baujahr | \n", + "DateofScrapping | \n", + "Einstellplatz | \n", + "Geschoss | \n", + "Haustiereerlaubt | \n", + "Kabel-TV | \n", + "Lift | \n", + "MietpreisproMonat | \n", + "MietpreisproMonat(exkl.NK) | \n", + "Minergie-zertifiziert | \n", + "Nebenkosten | \n", + "Objektart | \n", + "Verfügbarab | \n", + "Wohnfläche | \n", + "Zimmer | \n", + "adress | \n", + "city | \n", + "publication_date | \n", + "rating | \n", + "
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
23024420 | \n", + "NaN | \n", + "NaN | \n", + "26.02.2020 | \n", + "NaN | \n", + "NaN | \n", + "NaN | \n", + "NaN | \n", + "NaN | \n", + "890 | \n", + "NaN | \n", + "NaN | \n", + "NaN | \n", + "Wohnung | \n", + "01.05.2020 | \n", + "30 | \n", + "1.5 | \n", + "Freiburgstr. 62, 3008 Bern | \n", + "Bern | \n", + "26.02.2020 | \n", + "NaN | \n", + "
23024131 | \n", + "1 | \n", + "2013 | \n", + "26.02.2020 | \n", + "1 | \n", + "2.Stock | \n", + "1 | \n", + "1 | \n", + "1 | \n", + "1490 | \n", + "1310 | \n", + "1 | \n", + "180 | \n", + "Wohnung | \n", + "01.06.2020 | \n", + "59 | \n", + "2.5 | \n", + "Riedbachstrasse 80, 3027 Bern | \n", + "Bern | \n", + "26.02.2020 | \n", + "4 | \n", + "
\n", + " | Balkon(e) | \n", + "Baujahr | \n", + "DateofScrapping | \n", + "Einstellplatz | \n", + "Geschoss | \n", + "Haustiereerlaubt | \n", + "Kabel-TV | \n", + "Lift | \n", + "MietpreisproMonat | \n", + "MietpreisproMonat(exkl.NK) | \n", + "Minergie-zertifiziert | \n", + "Nebenkosten | \n", + "Objektart | \n", + "Verfügbarab | \n", + "Wohnfläche | \n", + "Zimmer | \n", + "adress | \n", + "city | \n", + "publication_date | \n", + "rating | \n", + "
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
23024420 | \n", + "NaN | \n", + "NaN | \n", + "26.02.2020 | \n", + "NaN | \n", + "NaN | \n", + "NaN | \n", + "NaN | \n", + "NaN | \n", + "890 | \n", + "NaN | \n", + "NaN | \n", + "NaN | \n", + "Wohnung | \n", + "01.05.2020 | \n", + "30 | \n", + "1.5 | \n", + "Freiburgstr. 62, 3008 Bern | \n", + "Bern | \n", + "26.02.2020 | \n", + "NaN | \n", + "
23024131 | \n", + "1 | \n", + "2013 | \n", + "26.02.2020 | \n", + "1 | \n", + "2.Stock | \n", + "1 | \n", + "1 | \n", + "1 | \n", + "1490 | \n", + "1310 | \n", + "1 | \n", + "180 | \n", + "Wohnung | \n", + "01.06.2020 | \n", + "59 | \n", + "2.5 | \n", + "Riedbachstrasse 80, 3027 Bern | \n", + "Bern | \n", + "26.02.2020 | \n", + "4 | \n", + "
\n", + " | Objektart | \n", + "MietpreisproMonat | \n", + "MietpreisproMonat(exkl.NK) | \n", + "Nebenkosten | \n", + "Wohnfläche | \n", + "Zimmer | \n", + "Geschoss | \n", + "Baujahr | \n", + "Verfügbarab | \n", + "Balkon(e) | \n", + "Einstellplatz | \n", + "Lift | \n", + "Haustiereerlaubt | \n", + "Kabel-TV | \n", + "Minergie-zertifiziert | \n", + "rating | \n", + "adress | \n", + "publication_date | \n", + "city | \n", + "DateofScrapping | \n", + "
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
23024131 | \n", + "Wohnung | \n", + "1490 | \n", + "1310 | \n", + "180 | \n", + "59 | \n", + "2.5 | \n", + "2.Stock | \n", + "2013 | \n", + "01.06.2020 | \n", + "1 | \n", + "1 | \n", + "1 | \n", + "1 | \n", + "1 | \n", + "1 | \n", + "4 | \n", + "Riedbachstrasse 80, 3027 Bern | \n", + "26.02.2020 | \n", + "Bern | \n", + "26.02.2020 | \n", + "
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