{"id":27471121,"url":"https://github.com/swish78/home.llc","last_synced_at":"2025-04-16T01:39:24.610Z","repository":{"id":250099770,"uuid":"833470416","full_name":"Swish78/Home.LLC","owner":"Swish78","description":null,"archived":false,"fork":false,"pushed_at":"2024-07-25T06:10:17.000Z","size":12171,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2024-07-25T07:23:14.326Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Jupyter Notebook","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}},"created_at":"2024-07-25T05:59:24.000Z","updated_at":"2024-07-25T07:23:17.070Z","dependencies_parsed_at":"2024-07-25T07:34:59.865Z","dependency_job_id":null,"html_url":"https://github.com/Swish78/Home.LLC","commit_stats":null,"previous_names":["swish78/home.llc"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Swish78%2FHome.LLC","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Swish78%2FHome.LLC/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Swish78%2FHome.LLC/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Swish78%2FHome.LLC/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Swish78","download_url":"https://codeload.github.com/Swish78/Home.LLC/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":249182795,"owners_count":21226123,"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":[],"created_at":"2025-04-16T01:39:23.990Z","updated_at":"2025-04-16T01:39:24.591Z","avatar_url":"https://github.com/Swish78.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# US Home Prices Analysis\n\nThis repository contains the analysis of key factors influencing US home prices over the last 20 years. The S\u0026P Case-Schiller Home Price Index is used as a proxy for home prices. The project involves Exploratory Data Analysis (EDA), modeling, and results documentation.\n\n## Repository Structure\n\n- **`EDA.ipynb`**: Jupyter notebook for Exploratory Data Analysis. This notebook includes data cleaning, visualization, and preliminary insights.\n- **`Modeling.ipynb`**: Jupyter notebook for building and evaluating machine learning models to understand the impact of various factors on home prices.\n- **`house.py`**: Python script containing data processing code used in the analysis.\n- **`requirements.txt`**: List of required Python packages for running the notebooks and scripts.\n- **`README.md`**: Documentation file providing an overview of the project.\n- **`LICENSE`**: License file specifying the terms of use for this repository.\n- **`Summary.pdf`**: Detailed report summarizing the findings and insights from the analysis.\n- **`eda.pdf`**: PDF version of the Exploratory Data Analysis notebook.\n\n## Getting Started\n\nTo run the notebooks and scripts, follow these steps:\n\n1. **Clone the Repository:**\n   ```bash\n   git clone https://github.com/yourusername/Home.LLC.git\n   ```\n\n2. **Navigate to the Repository:**\n   ```bash\n   cd Home.LLC\n   ```\n\n3. **Install Dependencies:**\n   ```bash\n   pip install -r requirements.txt\n   ```\n\n4. **Run the Notebooks:**\n   Open `EDA.ipynb` and `Modeling.ipynb` in Jupyter Notebook or JupyterLab and execute the cells to reproduce the analysis and results.\n\n## Data Sources\n\n- **S\u0026P Case-Schiller Home Price Index**: [Link to Data](https://fred.stlouisfed.org/series/CSUSHPISA)\n- **Additional Data**: Data sources for key factors influencing home prices are included in the notebooks.\n\n## License\n\nThis project is licensed under the [MIT License](LICENSE).\n\n## Acknowledgments\n\n- [FRED - Federal Reserve Economic Data](https://fred.stlouisfed.org/) for providing the data.\n\n## Contact\n\nFor questions or further information, please contact [Your Name](mailto:swayam.work25@gmail.com).\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fswish78%2Fhome.llc","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fswish78%2Fhome.llc","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fswish78%2Fhome.llc/lists"}