Checklist.md

Features Checklist

• Aggregates Product Reviews

  • Collects reviews from various sources (e.g., Amazon, Yelp)
  • Integrates with platform APIs for review retrieval

• Sentiment Analysis

  • Analyzes sentiment of reviews (positive, negative, neutral)
  • [] Utilizes Python-based ML models for sentiment analysis

• Summarized Insights

  • Provides summarized insights for each product -> used "https://huggingface.co/paulmbw/autotrain-productkit-customer-insights-2851583532"
  • Generates ratings based on aggregated review data

• Real-time and Periodic Updates

  • Implements cron jobs for periodic updates
  • Supports real-time data updates

• Data Visualization

  • Interactive charts and graphs for visualizing review data
  • Provides various visual representation options (e.g., bar charts, pie charts)

Tech Stack Checklist

Frontend

• React
• Tailwind CSS

Backend

• Django
• Django REST Framework (DRF)

Machine Learning

• Python-based ML models for sentiment analysis
• Text summarization models

Database

• PostgreSQL
• SQLite (alternative option)

Cron Jobs

• Celery for scheduling tasks

Web Scraping / APIs

• BeautifulSoup
• Scrapy
• Platform APIs for data retrieval

Deployment

• AWS
• Netlify