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🧠 CognitoEDA

AI-powered Exploratory Data Analysis platform built with Streamlit.

CognitoEDA transforms raw datasets into actionable intelligence through:

  • automated dataset profiling
  • AI-generated insights
  • interactive visual analytics
  • anomaly detection
  • correlation analysis
  • dataset health scoring

πŸš€ Features

  • πŸ“Š Automated EDA
  • πŸ“ˆ Interactive Visualizations
  • 🧠 AI Insight Generation
  • 🚨 Outlier Detection
  • πŸ” Correlation Analysis
  • πŸ“‰ Trend Analysis
  • πŸ“¦ Dataset Profiling
  • ⚑ Real-Time Analytics Dashboard

πŸ› οΈ Tech Stack

  • Python
  • Streamlit
  • Pandas
  • NumPy
  • Plotly
  • Seaborn
  • Matplotlib

πŸ“‚ Project Structure

CognitoEDA/
β”‚
β”œβ”€β”€ app.py
β”‚
β”œβ”€β”€ eda/
β”‚   β”œβ”€β”€ __init__.py
β”‚   β”œβ”€β”€ ai_insight.py
β”‚   β”œβ”€β”€ data_summary.py
β”‚   └── visualizer.py
β”‚
β”œβ”€β”€ requirements.txt
β”œβ”€β”€ .gitignore
└── README.md

About

Developed CognitoEDA, an AI-powered exploratory data analysis platform using Python and Streamlit for automated dataset analysis, preprocessing, interactive visualizations, correlation analysis, and dynamic insights generation to simplify data understanding and analytics workflows for CSV datasets.

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