{"id":32719111,"url":"https://github.com/nadamarei/data-analyzer","last_synced_at":"2026-05-18T10:08:56.433Z","repository":{"id":308245705,"uuid":"1032135599","full_name":"NadaMarei/Data-Analyzer","owner":"NadaMarei","description":"The Qualitative Data Analysis Tool is a powerful Streamlit application designed for researchers to analyze word frequencies in corporate documents. 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This tool processes PDF reports, identifies target words and their contextually relevant synonyms, and generates comprehensive reports with document statistics, summary analysis, and per-file breakdowns.\n\n## Features ✨\n\n- **PDF Document Processing**: Upload multiple company reports and target word lists\n- **Smart Synonym Detection**: Automatically identifies contextually relevant synonyms\n- **Comprehensive Analysis**:\n  - Word frequency counts\n  - Percentage of total occurrences\n  - Per-file breakdowns\n- **Professional Reporting**:\n  - PDF reports with formatted tables\n  - Excel workbooks with multiple sheets\n  - CSV exports for individual tables\n- **Customizable Analysis**:\n  - Toggle between exact word matching or synonym detection\n  - Adjust synonym sensitivity threshold\n- **Document Statistics**:\n  - Word counts for each document\n  - Total words across all reports\n\n## Live Demo 🌐\n\nExperience the app immediately without installation:  \n👉 [https://data-analyzer-x7qzkm2zqbnx8kr5kapppn2.streamlit.app/](https://data-analyzer-x7qzkm2zqbnx8kr5kapppn2.streamlit.app/)\n\n## How to Use 🚀\n\n1. **Upload Documents**:\n   - Upload one or more company reports (PDF)\n   - Upload a target word list (PDF with one word per line)\n\n2. **Configure Analysis**:\n   - Choose analysis mode: \"Exact words only\" or \"Exact words and detected synonyms\"\n   - Adjust sensitivity threshold if using synonym detection\n\n3. **Run Analysis**:\n   - Click \"Analyze Documents\" to process your files\n   - View progress indicators during processing\n\n4. **Review Results**:\n   - Document statistics (word counts)\n   - Summary report (frequency counts and percentages)\n   - Per-file analysis matrix\n\n5. **Export Reports**:\n   - Download comprehensive PDF or Excel reports\n   - Export individual tables as CSV files\n\n## License 📄\n\nThis project is licensed under the MIT License - see the [LICENSE](LICENSE) file for details.\n\n## Contributing 🤝\n\nContributions are welcome! Please open an issue or submit a pull request for any improvements or bug fixes.\n\n**Experience powerful qualitative data analysis** - [Try it now!](https://data-analyzer-x7qzkm2zqbnx8kr5kapppn2.streamlit.app/)\n\nThis repository was built with ❤️ by: [Nada Marey](https://github.com/NadaMarei)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fnadamarei%2Fdata-analyzer","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fnadamarei%2Fdata-analyzer","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fnadamarei%2Fdata-analyzer/lists"}