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AI / ML
LLM-Assisted EDA
Automated exploratory data analysis tool using Google Gemini AI to generate insights, visualizations, and reports.
2025
PythonGoogle GeminipandasmatplotlibseabornNumPy
About This Project
An automated exploratory data analysis tool that uses Google's Gemini AI to transform CSV datasets into insights, visualizations, and reports through a single command. Features smart data profiling that detects missing values, duplicates, and outliers via IQR methodology, AI-driven insights with evidence-based observations citing specific numerical values, and context-aware plot selection (boxplots for outliers, bar charts for categorical data). The modular pipeline handles analysis statistics, AI integration, plot generation, and report orchestration.
EDAGemini AIData VisualizationAutomation
