{"id":27471102,"url":"https://github.com/swish78/testline-student-analytics-recommendation-system-","last_synced_at":"2025-06-20T05:33:28.722Z","repository":{"id":274015263,"uuid":"921634601","full_name":"Swish78/TestLine-student-analytics-recommendation-system-","owner":"Swish78","description":"A system analyzing quiz performance and providing personalized learning recommendations with insights.","archived":false,"fork":false,"pushed_at":"2025-01-26T17:48:15.000Z","size":1964,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-04-16T01:50:18.055Z","etag":null,"topics":["analysis","llm","python"],"latest_commit_sha":null,"homepage":"","language":"HTML","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/Swish78.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","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,"zenodo":null}},"created_at":"2025-01-24T10:17:42.000Z","updated_at":"2025-01-26T17:48:18.000Z","dependencies_parsed_at":"2025-01-24T11:35:44.512Z","dependency_job_id":"a1d21666-601e-4d7a-9b14-5e865057e6c3","html_url":"https://github.com/Swish78/TestLine-student-analytics-recommendation-system-","commit_stats":null,"previous_names":["swish78/testline-student-analytics-recommendation-system-"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/Swish78/TestLine-student-analytics-recommendation-system-","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Swish78%2FTestLine-student-analytics-recommendation-system-","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Swish78%2FTestLine-student-analytics-recommendation-system-/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Swish78%2FTestLine-student-analytics-recommendation-system-/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Swish78%2FTestLine-student-analytics-recommendation-system-/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Swish78","download_url":"https://codeload.github.com/Swish78/TestLine-student-analytics-recommendation-system-/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Swish78%2FTestLine-student-analytics-recommendation-system-/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":260889884,"owners_count":23077856,"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":["analysis","llm","python"],"created_at":"2025-04-16T01:39:03.694Z","updated_at":"2025-06-20T05:33:23.706Z","avatar_url":"https://github.com/Swish78.png","language":"HTML","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Student Analytics and Recommendation System\n\nA system designed to help students improve their learning by analyzing their quiz performances and providing personalized recommendations.\n\n## Features\n\n- Analyze quiz performance in real-time.\n- Track progress over time.\n- Identify strengths and weaknesses by topic.\n- Provide personalized learning recommendations.\n- Interactive dashboards for insights.\n\n## Technology Stack\n\n- **Frontend**: Dash \u0026 Plotly\n- **Data Analysis**: NumPy, Pandas, Scikit-learn\n- **Visualization**: Matplotlib, Seaborn\n- **NLP Tools**: Stanza\n\n## Setup Instructions\n\n1. **Clone the Repository**:\n   ```bash\n   git clone \u003crepository-url\u003e\n   cd \u003crepository-folder\u003e\n   ```\n\n2. **Set Up a Virtual Environment**:\n   ```bash\n   python -m venv venv\n   source venv/bin/activate  # On Windows: venv\\Scripts\\activate\n   ```\n\n3. **Install Required Packages**:\n   Either from `requirements.txt` (if available):\n   ```bash\n   pip install -r requirements.txt\n   ```\n4. **Set Up the `.env` File**:\n   Create a `.env` file in the root directory of your project:\n     ```\n     touch .env\n     ```\n   Add your **GROQ API key** to the `.env` file in the following format:\n     ```\n     GROQ_API_KEY=your_groq_api_key_here\n     ```\n\n5. **Run the Application**:\n   ```bash\n   python main.py\n   ```\n\n5. **View the Dashboard**:\n   Open dashboard.html on your browser.\n\n## Using the Conda Environment (Optional)\n\n1. Create a Conda environment from the `environment.yml` file:\n   ```bash\n   conda env create -f environment.yml\n   conda activate \u003cenvironment_name\u003e\n   ```\n\n2. Recreate the exact environment for cross-platform compatibility.\n\n## Folder Structure\n```\ntestline/\n├── analytics/\n│   ├── __init__.py\n│   ├── quiz_analyzer.py\n│   ├── performance_tracker.py\n│   ├── llm_analyzer.py\n│   ├── recommendation_engine.py\n│   └── visualization.py\n├── utils/\n│   ├── __init__.py\n│   ├── data_loader.py\n│   └── config.py\n├── models/\n│   ├── __init__.py\n│   └── schemas.py\n├── tests/\n│   ├── __init__.py\n│   └── test_analytics.py\n├── main.py\n├── requirements.txt\n└── README.md\n```\n\nWalk-through: https://testline-walkthrough.s3.us-east-1.amazonaws.com/Screen+Recording+2025-01-24+at+19.13.03.mov\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fswish78%2Ftestline-student-analytics-recommendation-system-","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fswish78%2Ftestline-student-analytics-recommendation-system-","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fswish78%2Ftestline-student-analytics-recommendation-system-/lists"}