Objective Develop a comprehensive Python script that scrapes real estate data from a Zillow-clone website, processes the data, and enters it into a Google Form using Selenium. This project integrates web scraping, data cleaning, and automated data entry to create a structured dataset.
Step-by-Step Guide
Step 1: Set Up Your Google Form
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Create a New Google Form:
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Navigate to Google Forms.
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Create a new form with the following three short-answer questions: a. Property Price b. Property Address c. Property Link
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Get the Form Link: Click on the "Send" button and copy the link to the form. This link will be used to programmatically submit data.
Step 2: Scrape Data from Zillow-Clone Website 1. Visit the Zillow-Clone Website: - Go to Zillow-Clone and examine the structure of the web page to identify the data elements. 2. Scrape Listings with BeautifulSoup: - Use the requests library to get the HTML content and BeautifulSoup to parse the data. 3. Clean Up the Data: - Process the scraped data to remove unnecessary characters and formatting.
Step 3: Automated Data Entry with Selenium 1. Set Up Selenium: - Install Selenium and set up a WebDriver (e.g., ChromeDriver). 2. Fill Out the Google Form: - Use Selenium to open the Google Form and fill it out for each listing. 3. Generate Google Sheet from Form Responses: - After submitting all entries, click on the "Sheet" icon in Google Forms to create a Google Sheet with the collected data.
Prerequisites
- Python 3.x
- requests, beautifulsoup4, and selenium libraries (install using pip install requests beautifulsoup4 selenium)
- Google Chrome and ChromeDriver (or another WebDriver of your choice)
Notes
- Ensure to handle exceptions and errors such as network issues, incorrect data extraction, and form submission errors.
- Securely store and manage sensitive data, such as form URLs and any necessary credentials.
- Be mindful of Google's and the target website's terms of service regarding web scraping and automated actions. By following this guide, you will create a robust Python script capable of scraping real estate data, processing it, and entering it into a Google Form to generate a structured Google Sheet. This project will enhance your skills in web scraping, data cleaning, and automation.