{"id":24708462,"url":"https://github.com/tanishq-ctrl/corporate-stress-analysis","last_synced_at":"2025-03-22T06:14:39.618Z","repository":{"id":273073293,"uuid":"918630410","full_name":"tanishq-ctrl/corporate-stress-analysis","owner":"tanishq-ctrl","description":"This dashboard provides interactive insights into employee stress levels, workplace dynamics, and organizational patterns through intuitive visualizations and comprehensive analysis 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align=\"center\"\u003e\n\n# 🎯 Corporate Stress Analysis Dashboard\n\n[![Streamlit App](https://static.streamlit.io/badges/streamlit_badge_black_white.svg)](https://streamlit.io/apps)\n[![Python 3.10+](https://img.shields.io/badge/python-3.10+-blue.svg)](https://www.python.org/downloads/)\n[![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](https://opensource.org/licenses/MIT)\n\nA powerful dashboard for analyzing workplace stress factors and their impacts across corporate dimensions.\n\n\u003cp align=\"center\"\u003e\n  \u003cimg src=\"https://github.com/tanishq-ctrl/corporate-stress-analysis/blob/main/stress.gif\" alt=\"Stress demo\"\u003e\n\u003c/p\u003e\n\n---\n\u003c/div\u003e\n\n## 📋 Table of Contents\n- [Overview](#-overview)\n- [Data Insights](#-data-insights)\n- [Features](#-features)\n- [Installation](#-installation)\n- [Usage](#-usage)\n- [Architecture](#%EF%B8%8F-architecture)\n- [Contributing](#-contributing)\n- [License](#-license)\n\n## 🔭 Overview\n\nThis dashboard provides interactive insights into employee stress levels, workplace dynamics, and organizational patterns through intuitive visualizations and comprehensive analysis tools.\n\n\u003cdetails\u003e\n\u003csummary\u003e\u003cstrong\u003eWhy This Dashboard?\u003c/strong\u003e\u003c/summary\u003e\n\n- 📊 Real-time stress level monitoring\n- 🔄 Interactive data filtering\n- 📈 Comprehensive statistical analysis\n- 👥 Department-wise comparisons\n- ⚖️ Gender equality insights\n- 🏢 Workplace dynamics visualization\n\n\u003c/details\u003e\n\n## 📊 Data Insights\n\n### 🎯 Key Findings\n\n\u003ctable\u003e\n\u003ctr\u003e\n\u003ctd width=\"50%\"\u003e\n\n#### 📈 Stress Distribution\n- Average level: ~5.0 (moderate)\n- Uniform across departments\n- Significant high-stress cases (\u003e7)\n\n#### 🏢 Departmental Analysis\n- ~2,730 employees per department\n- Consistent working hours\n- Similar stress patterns\n\n\u003c/td\u003e\n\u003ctd width=\"50%\"\u003e\n\n#### ⚖️ Work-Life Balance\n- Variable remote work impact\n- Correlation with stress levels\n- Uniform working hours\n\n#### 👥 Gender Equality\n- Equal representation\n- Similar stress levels\n- Comparable salaries\n\n\u003c/td\u003e\n\u003c/tr\u003e\n\u003c/table\u003e\n\n### 📑 Data Structure\n\n```python\nDataset Variables:\n├── Stress_Level (0-10)\n├── Gender\n├── Department\n├── Working_Hours_per_Week\n├── Experience_Years\n├── Sleep_Hours\n├── Work_Life_Balance\n├── Monthly_Salary_INR\n└── Remote_Work\n```\n\n## 🚀 Features\n\n\u003ctable\u003e\n\u003ctr\u003e\n\u003ctd width=\"33%\"\u003e\n\n### 🎛️ Interactive Controls\n- Department filtering\n- Gender selection\n- Experience range\n- Real-time updates\n\n\u003c/td\u003e\n\u003ctd width=\"33%\"\u003e\n\n### 📊 Visualizations\n- Distribution plots\n- Correlation heatmaps\n- Time series analysis\n- Comparative charts\n\n\u003c/td\u003e\n\u003ctd width=\"33%\"\u003e\n\n### 📈 Analysis Tools\n- Statistical metrics\n- Trend analysis\n- Pattern detection\n- Insight generation\n\n\u003c/td\u003e\n\u003c/tr\u003e\n\u003c/table\u003e\n\n## 🛠️ Architecture\n\n```mermaid\ngraph TD\n    A[Data Source] --\u003e B[Preprocessing]\n    B --\u003e C[Analysis Engine]\n    C --\u003e D[Visualization Layer]\n    D --\u003e E[Interactive Dashboard]\n```\n\n### 📁 Project Structure\n```\ncorporate-stress-analysis/\n├── 📂 src/\n│   ├── 📱 streamlit_app.py\n│   ├── 📊 stress_analysis.py\n│   └── ⚙️ config.py\n├── 📂 data/\n│   └── 📄 corporate_stress_dataset.csv\n├── 📝 requirements.txt\n└── 📖 README.md\n```\n\n## 📦 Installation\n\n```bash\n# Clone repository\ngit clone https://github.com/yourusername/corporate-stress-analysis.git\n\n# Navigate to directory\ncd corporate-stress-analysis\n\n# Install dependencies\npip install -r requirements.txt\n\n# Run dashboard\nstreamlit run src/streamlit_app.py\n```\n\n## 🔧 Tech Stack\n\n\u003ctable\u003e\n\u003ctr\u003e\n\u003ctd\u003e\n\n### 🐍 Core\n![Python](https://img.shields.io/badge/python-3.10+-blue.svg)\n![Streamlit](https://img.shields.io/badge/Streamlit-1.22.0-FF4B4B.svg)\n![Pandas](https://img.shields.io/badge/pandas-2.0.0-150458.svg)\n\n\u003c/td\u003e\n\u003ctd\u003e\n\n### 📊 Visualization\n![Plotly](https://img.shields.io/badge/plotly-5.13.0-3F4F75.svg)\n![Matplotlib](https://img.shields.io/badge/matplotlib-3.7.1-11557c.svg)\n![Seaborn](https://img.shields.io/badge/seaborn-0.12.2-7db0bc.svg)\n\n\u003c/td\u003e\n\u003c/tr\u003e\n\u003c/table\u003e\n\n## 🤝 Contributing\n\n1. Fork the Project\n2. Create your Feature Branch (`git checkout -b feature/AmazingFeature`)\n3. Commit your Changes (`git commit -m 'Add some AmazingFeature'`)\n4. Push to the Branch (`git push origin feature/AmazingFeature`)\n5. Open a Pull Request\n\n## 📄 License\n\nDistributed under the MIT License. See `LICENSE` for more information.\n\n\u003cdiv align=\"center\"\u003e\n\n---\n\n\u003cp\u003e\n👤 \u003ci\u003eCreated by Tanishq Prabhu\u003c/i\u003e\n\u003c/p\u003e\n\n\u003cp\u003e\n📧 \u003ca href=\"mailto:tanishqprabhu20@gmail.com\"\u003eGmail\u003c/a\u003e •\n🌐 \u003ca href=\"https://github.com/tanishq-ctrl\"\u003eGitHub\u003c/a\u003e\n\u003c/p\u003e\n\n\u003c/div\u003e\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ftanishq-ctrl%2Fcorporate-stress-analysis","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Ftanishq-ctrl%2Fcorporate-stress-analysis","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ftanishq-ctrl%2Fcorporate-stress-analysis/lists"}