🕷️️ Job Radar • SCRAPING

upwork.com 🟢 2026-05-16

🔹 Scrape Weather/Climate Data
👤 Client: 🇺🇸 United States Member since 2015-02-06
💰 Price: ****
🚩 Problem: Collect average monthly high and low temperatures for each city from a search engine.
📦 Existing: Not specified

Specifications:

[Target] - Identify and extract temperature values from climate data boxes in search results.
[Method] - Use web scraping techniques to automate the collection process.
[UI/UX] - Not applicable.
[Stack] - Python, BeautifulSoup, Selenium for web automation, Pandas for data handling.
[Security] - Ensure compliance with terms of service and privacy policies. Implement rate limiting to avoid IP bans.
[Format] - Export data in a structured spreadsheet format as per provided template.

Workflow:

1. Define the search query structure (e.g., [City] climate).
2. Set up web scraping environment with Python, BeautifulSoup for static content and Selenium for dynamic content.
3. Iterate over each city in the list, perform searches, and extract temperature values from the climate data boxes.
4. Validate extracted data against search results to ensure accuracy.
5. Clean and structure the data using Pandas.
6. Export the structured data into a spreadsheet format as per client's template.