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Smart Data Analyzer

PythonStreamlit

Interactive data exploration app built with Python and Streamlit. Upload CSV, Excel, or JSON, generate charts, and export PDF reports.

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Smart Data Analyzer

Smart Data Analyzer is a modern, interactive data exploration app powered by Python and Streamlit.

It democratizes data analysis by letting anyone upload CSV/Excel/JSON datasets, auto-generate insights and charts, and export a comprehensive PDF report without writing a single line of code.

Features:

  • CSV / Excel / JSON upload
  • Automatic insights
  • Professional-grade charts
  • PDF report export

Tech Stack

  • Python 3.x
  • Streamlit
  • Pandas
  • Plotly
  • FPDF

Technical Architecture

Browser -> Streamlit App -> Data Loader -> Analyzer -> Visualization -> Report

Challenges & Lessons Learned

  • Performance on large datasets
  • Reliable type inference and missing data handling
  • Report layout and readability

Testing / Logging / Monitoring

  • Tests: Manual smoke tests on sample datasets
  • Logging: App logs (stdout)
  • Monitoring: Hosting metrics (optional)

GitHub: https://github.com/furkandalyan/SmartDataAnalyzer.git