{"id":24431128,"url":"https://github.com/0xjonaseb11/vistor_mgt.2.0","last_synced_at":"2026-05-04T08:37:54.207Z","repository":{"id":265448674,"uuid":"895966722","full_name":"0xJonaseb11/vistor_mgt.2.0","owner":"0xJonaseb11","description":"A Vistor Management system built with Django  | Datasets analysis | Feature Engineering","archived":false,"fork":false,"pushed_at":"2024-12-12T08:25:36.000Z","size":26393,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-01-20T14:58:33.091Z","etag":null,"topics":["datasets","django","fastapi","feature-engineering","python"],"latest_commit_sha":null,"homepage":"","language":"Python","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/0xJonaseb11.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":"2024-11-29T09:26:57.000Z","updated_at":"2024-12-12T08:25:48.000Z","dependencies_parsed_at":"2024-11-29T12:44:20.880Z","dependency_job_id":null,"html_url":"https://github.com/0xJonaseb11/vistor_mgt.2.0","commit_stats":null,"previous_names":["0xjonaseb11/vistor_mgt.2.0"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/0xJonaseb11%2Fvistor_mgt.2.0","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/0xJonaseb11%2Fvistor_mgt.2.0/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/0xJonaseb11%2Fvistor_mgt.2.0/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/0xJonaseb11%2Fvistor_mgt.2.0/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/0xJonaseb11","download_url":"https://codeload.github.com/0xJonaseb11/vistor_mgt.2.0/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":243466989,"owners_count":20295309,"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":["datasets","django","fastapi","feature-engineering","python"],"created_at":"2025-01-20T14:58:58.605Z","updated_at":"2025-10-19T02:56:49.691Z","avatar_url":"https://github.com/0xJonaseb11.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# vistor_mgt.2.0\n\n**(Visitor Management System v2.0)**\n\nThis project is a comprehensive Django-based application designed to demonstrate key data handling capabilities, including feature engineering, dataset management, and data preprocessing. The work aligns with quiz tasks such as:\n\n1. Extracting large-scale data.\n2. Dataset description.\n3. Handling null values.\n4. Data preprocessing.\n5. Feature creation.\n\n## Features\n- **Return 500,000 Rows:** Efficiently manage large-scale datasets, enabling smooth retrieval of up to 500,000 rows.\n- **Describe Dataset:** Provides detailed statistics and insights into the dataset, including types, distributions, and anomalies.\n- **Handle Missing Values:** Locate and replace null values with suitable techniques (e.g., mean imputation, forward fill).\n- **Data Preprocessing:** Perform essential preprocessing such as encoding categorical variables, normalization, and handling outliers.\n- **Feature Engineering:** Create new features to enhance the model's performance or gain deeper insights into the dataset.\n\n## Technology Stack\n- **Backend:** Django 4.x\n- **Database:** SQLite (or any preferred database)\n- **Languages:** Python 3.x\n- **Libraries:** Pandas, NumPy, and other relevant Python packages.\n\n## Installation\n1. Clone the repository:\n   ```bash\n   git clone https://github.com/0xJonaseb11/vistor_mgt.2.0.git\n   ```\n\n2. Navigate to the project directory:\n   ```bash\n   cd vistor_mgt.2.0\n   ```\n\n3. Create a virtual environment and activate it:\n   ```bash\n   python3 -m venv env\n   source env/bin/activate  # For Linux/MacOS\n   env\\Scripts\\activate   # For Windows\n   ```\n\n4. Install dependencies:\n   ```bash\n   pip install -r requirements.txt\n   ```\n\n5. Run the Django development server:\n   ```bash\n   python manage.py runserver\n   ```\n\n6. Access the application at `http://127.0.0.1:8000/`.\n\n## Usage\n- **Returning Large Rows:**\n  Demonstrates efficient data handling for large-scale datasets with optimized queries and data processing.\n\n- **Dataset Description:**\n  Use the built-in data analytics tools to explore and understand the dataset.\n\n- **Handling Null Values:**\n  Flexible options to identify, replace, or drop null values based on user preferences.\n\n- **Data Preprocessing:**\n  Provides pipelines for data cleaning, transformation, and preparation for analysis or machine learning models.\n\n- **Feature Engineering:**\n  Implement advanced techniques to generate meaningful features and improve data quality.\n\n## Contributions\nContributions are welcome! Please fork the repository and submit a pull request with your changes.\n\n## License\nThis project is licensed under the MIT License. See the LICENSE file for details.\n\n## Author\n[0xJonaseb11](https://github.com/0xJonaseb11)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2F0xjonaseb11%2Fvistor_mgt.2.0","html_url":"https://awesome.ecosyste.ms/projects/github.com%2F0xjonaseb11%2Fvistor_mgt.2.0","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2F0xjonaseb11%2Fvistor_mgt.2.0/lists"}