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A/B Testing Visualization App

This Streamlit app performs A/B testing on two different visualizations to determine which is more effective at answering a business question using the Iris dataset.

Features

  • A/B Testing: Randomly displays either a bar chart or box plot
  • Response Time Measurement: Tracks how long users take to answer
  • Google Sheets Integration: Pulls data directly from Google Sheets
  • Interactive UI: Includes animations and progress indicators

Setup

  1. Clone the repository
  2. Install dependencies: pip install -r requirements.txt
  3. Add your Google Sheets credentials in credentials.json
  4. Run the app: streamlit run A1.py

Requirements

  • Python 3.8+
  • Streamlit
  • Seaborn
  • Pandas
  • Gspread
  • OAuth2Client

Deployment Link:

https://ab-testing-visualization.streamlit.app/

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