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TimPott/uk-fintech-sentiment-explorer

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App README

🇬🇧 UK FinTech Sentiment Explorer

A powerful AI-powered tool that analyzes sentiment and provides insights from Reddit and Trustpilot data for UK FinTech companies.

Features

—Reddit Analysis: Fetch and analyze posts from UK FinTech subreddits
—Trustpilot Reviews: Scrape and analyze customer reviews from Trustpilot
—Sentiment Analysis: AI-powered sentiment analysis using TextBlob
—Expert Summaries: GPT-4 powered insights and strategic analysis
—Interactive Chat Interface: Easy-to-use Gradio web interface

Supported Companies

—Monzo
—Starling Bank
—Revolut
—Chase UK
—Wise
—Thinkmoney

Supported Subreddits

—ukpersonalfinance
—ukinvesting
—fintech_UK
—monzo
—starlingbankuk
—chaseuk
—revolut
—ukfinance

Usage

1.Ask questions about specific companies or general FinTech trends
2.Use conversation starters for quick analysis
3.Get detailed sentiment breakdowns and strategic insights
4.Access direct links to source Reddit posts and Trustpilot reviews

Example Queries

—"What are people saying about Monzo on Reddit?"
—"Compare Revolut's Reddit vs Trustpilot sentiment"
—"Highlight strategic insights from Starling Bank's recent Trustpilot reviews"

Technical Details

—Built with Gradio for the web interface
—Uses OpenAI GPT-4 for expert analysis
—TextBlob for sentiment analysis
—BeautifulSoup for web scraping
—Python-based backend

Environment Variables

The app requires an OPENAI_API_KEY environment variable to be set for AI-powered analysis.

Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference