Political Pixel: Unveiling Political Campaign Strategies through Data Insights
Political Pixel is a data-driven political advertising analytics platform built to uncover campaign strategy patterns across Facebook and Google through scraping, cloud processing, and interactive dashboards.
Screenshots
Overview
Project Overview
• Title: Political Pixel - Unveiling Political Campaign Strategies through Data Insights • Industry: Political Analytics & Digital Advertising • Project Category: Web Application Development, Data Scraping, Data Analysis • Project Duration: 6 Months • Project Cost: $20,000 (Estimated) • Project Started On: July 2021 - Jan 2022 • Role: Team Lead & Developer • Live URL: N/A (Proprietary Application)
Description
Political Pixel is a cutting-edge web application designed to bring transparency to political advertising strategies by analyzing digital ad campaigns on platforms like Facebook and Google. Built using the MERN stack and AWS services, it enables political analysts, journalists, and citizens to understand ad spends, target demographics, and engagement metrics of political campaigns.
Problem
In the rapidly evolving digital era, political campaigns increasingly rely on online advertising to influence voters. However, the lack of accessible tools for analyzing these campaigns creates a gap in transparency and public understanding. Political Pixel addresses this by providing detailed data insights into campaign strategy and audience targeting.
Solution
Political Pixel delivers a robust analysis workflow through scraping, processing, and visualization modules.
Technologies Used
• Backend: Node.js, AWS Lambda, Amazon SQS, Amazon DynamoDB
• Frontend: React, JavaScript, HTML5
• Hosting & Infrastructure: Amazon EC2
• Database: DynamoDB
• Additional Tools: Advanced scraping libraries
Impact
• Enabled political analysts to evaluate campaign trends and targeting strategies in depth.
• Provided journalists with credible data sources for investigative reporting.
• Helped citizens understand how digital outreach is tailored to influence demographics.
By promoting transparency in political advertising, Political Pixel supports a more informed and democratic electoral process.
Key Highlights
- Cross-platform political ad intelligence from Facebook and Google campaign data
- AWS Lambda and SQS pipeline for scalable, queue-driven data processing
- Interactive MERN dashboard for filtering by spend, demographics, entities, and date ranges
- Advanced scraping strategy built for dynamic pages and anti-bot constraints
- Actionable analytics for campaign effectiveness and targeting pattern analysis
- Improved transparency for analysts, journalists, and the public
Tech Stack
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