{"id":24429693,"url":"https://github.com/aurelioo29/hr-assessment-tool","last_synced_at":"2026-02-08T12:31:12.108Z","repository":{"id":268976563,"uuid":"891802259","full_name":"aurelioo29/HR-Assessment-Tool","owner":"aurelioo29","description":"Repository web application to help HR departments assess employee performance and decide if they should stay or be considered for leave, based on performance metrics for data-driven decision-making.","archived":false,"fork":false,"pushed_at":"2025-01-09T13:07:16.000Z","size":552,"stargazers_count":2,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-04-28T10:21:37.212Z","etag":null,"topics":["bootstrap","css","html","javascript","jupyter-notebook","python"],"latest_commit_sha":null,"homepage":"","language":"HTML","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/aurelioo29.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2024-11-21T01:25:37.000Z","updated_at":"2025-01-10T04:58:06.000Z","dependencies_parsed_at":"2024-12-20T04:34:40.757Z","dependency_job_id":"f5ce7fc5-828f-4baf-bc7a-d4347dac92b3","html_url":"https://github.com/aurelioo29/HR-Assessment-Tool","commit_stats":null,"previous_names":["aurelioo29/hr-analytic","aurelioo29/hr-assessment-tool"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/aurelioo29%2FHR-Assessment-Tool","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/aurelioo29%2FHR-Assessment-Tool/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/aurelioo29%2FHR-Assessment-Tool/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/aurelioo29%2FHR-Assessment-Tool/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/aurelioo29","download_url":"https://codeload.github.com/aurelioo29/HR-Assessment-Tool/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":251293243,"owners_count":21566070,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["bootstrap","css","html","javascript","jupyter-notebook","python"],"created_at":"2025-01-20T13:47:13.199Z","updated_at":"2026-02-08T12:31:12.073Z","avatar_url":"https://github.com/aurelioo29.png","language":"HTML","funding_links":[],"categories":[],"sub_categories":[],"readme":"# ⚖️ HR Assessment Tool ⚖️ \n\n## 🌟 Overview\n\nHR Assessment Tool is a web application designed to help HR departments assess employee performance and decide whether employees should stay with the company or be considered for leave, based on various performance metrics.\n\n## 📂 Project Structure\n\n### Files and Directories\n\n- **app.py**: Main Flask application file for routing, form submissions, and predictions.\n- **job_predict.sql**: SQL script for creating and populating the `job_data` table in the database.\n- **model/final_model.pkl**: Trained machine learning model used for employee performance predictions.\n- **static/assets/styling.css**: Custom CSS for styling the web application.\n- **static/script.js**: JavaScript for form handling and result display.\n- **templates/index.html**: HTML template for the user interface.\n- **requirements.txt**: List of Python dependencies for the project.\n\n## ⚙️ Setup and Installation\n\n1. **Clone the repository**:\n\n   ```sh\n   git clone https://github.com/aurelioo29/HR-Assessment-Tool.git\n   ```\n\n   ```sh\n   cd HR-Assessment-Tool\n   ```\n\n2. **Create a virtual environment**:\n\n   ```sh\n   python -m venv env\n   ```\n\n   - On macOS/Linux:\n\n   ```sh\n   source env/bin/activate\n   ```\n\n   - On Windows:\n\n   ```sh\n   env\\Scripts\\activate\n   ```\n\n3. **Install the dependencies**:\n   ```sh\n   pip install -r requirements.txt\n   ```\n4. **Set up the database**:\n\n   - Ensure MySQL is installed and running.\n   - Create a database named `job_predict`.\n   - Import `job_predict.sql` into the database.\n\n5. **Run the Flask application**:\n\n   ```sh\n   python app.py\n   ```\n\n6. **Access the application**:\n\n   Open your web browser and navigate to `http://127.0.0.1:5000`. 🌐\n\n## 📝 Usage\n\n1. Fill out the form with employee attributes. 🏥\n2. Click the \"**Prediksi**\" button for the prediction. 🔮\n3. The result will be shown along with the input data and classification report. 📊\n\n## 📦 Dependencies\n\nThis project uses the following dependencies:\n\n- Flask\n- Flask-SQLAlchemy\n- MySQL-connector-python\n- PyMySQL\n- scikit-learn\n- numpy\n- scipy\n- joblib\n\n## 🤝 Contributing\n\nContributions are welcome! Please fork the repository and submit a pull request. ✨\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Faurelioo29%2Fhr-assessment-tool","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Faurelioo29%2Fhr-assessment-tool","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Faurelioo29%2Fhr-assessment-tool/lists"}