📊 Data Insights Analyzer

Data Insights Analyzer is a multilingual, production-grade command-line tool for analyzing structured datasets using pandas.

• It supports CSV and Excel files, provides detailed statistical summaries, and enables correlation and null-value inspection
  • all in your preferred language (currently English and German).

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🚀 Features

• ✅ CSV and Excel file support
• ✅ Multilingual interface (en, de)
• ✅ Data shape and column overview
• ✅ Descriptive statistics (mean, std, min, max, etc.)
• ✅ Null value summary
• ✅ Correlation matrix (Pearson)
• ✅ Modular and extendable architecture

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📂 Project Structure

data_insights_analyzer/
├── main.py                   # Entry point
├── modules/
│   ├── analysis.py           # Core analysis logic
│   └── language.py           # Language loader
├── i18n/
│   ├── en.json               # English translations
│   └── de.json               # German translations

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🛠️ Requirements

• Python 3.8+
• pandas

Install with:

pip install pandas

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🧑‍💻 Usage

python main.py --file data.csv --lang en

Parameters:

Option	Description
--file	Path to .csv or .xlsx data file
--lang	Language code: en (English), de (German)

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🌍 Language Support

Language files are stored in i18n/ and are easy to extend (add fr.json, es.json, etc.).

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📘 License

MIT License – free to use, modify and distribute. LICENSE

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👨‍💻 Author

BYLICKILABS – Secure Data & Software Engineering