🕷️️ Job Radar • SCRAPING

upwork.com 2026-04-30 🟡

🔹 Research Data Sources for Python Program
👤 Client: 🇺🇸 United States Member since 2012-12-11
💰 Price: ****
🚩 Problem: Gather and organize unique ballot data for a given congressional district.
📦 Existing: Not specified

Specifications:

[Target] Identify and document relevant datasets for political and geographical information.
[Method] Utilize web scraping, APIs, and public databases to collect data.
[UI/UX] Not applicable (backend task).
[Stack] Python, BeautifulSoup, Requests, Pandas, Scikit-learn.
[Security] Ensure compliance with data privacy laws; use secure storage methods for sensitive information.
[Format] Organize data into a structured JSON format for easy integration.

Workflow:

1. Define the scope and requirements of the project, including specific congressional district(s) to focus on.
2. Research available APIs from government websites, election databases, and other relevant sources.
3. Identify and document web scraping targets if necessary, ensuring compliance with terms of service.
4. Implement Python scripts using BeautifulSoup and Requests for data extraction.
5. Clean and preprocess the collected data using Pandas.
6. Apply machine learning techniques to identify unique ballots from the dataset.
7. Organize the processed data into a structured JSON format.
8. Test the program with sample data to ensure accuracy and completeness.