{"id":26501999,"url":"https://github.com/bunnysunny24/climasync","last_synced_at":"2026-05-13T07:36:18.983Z","repository":{"id":283335481,"uuid":"949820136","full_name":"bunnysunny24/ClimaSync","owner":"bunnysunny24","description":"An intelligent weather forecasting tool that predicts and analyzes future weather trends using machine learning, sorting algorithms, and real-time data visualization.","archived":false,"fork":false,"pushed_at":"2025-03-19T17:56:31.000Z","size":1521,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":0,"default_branch":"main","last_synced_at":"2025-03-19T18:29:38.939Z","etag":null,"topics":["csv","fastapi","machine-learning","random-forest","reactjs"],"latest_commit_sha":null,"homepage":"https://clima-sync-gamma.vercel.app","language":"JavaScript","has_issues":false,"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/bunnysunny24.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":"2025-03-17T07:34:12.000Z","updated_at":"2025-03-19T17:59:49.000Z","dependencies_parsed_at":"2025-03-19T18:40:37.509Z","dependency_job_id":null,"html_url":"https://github.com/bunnysunny24/ClimaSync","commit_stats":null,"previous_names":["bunnysunny24/climasync"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bunnysunny24%2FClimaSync","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bunnysunny24%2FClimaSync/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bunnysunny24%2FClimaSync/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bunnysunny24%2FClimaSync/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/bunnysunny24","download_url":"https://codeload.github.com/bunnysunny24/ClimaSync/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":244657523,"owners_count":20488806,"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":["csv","fastapi","machine-learning","random-forest","reactjs"],"created_at":"2025-03-20T17:23:14.004Z","updated_at":"2026-05-13T07:36:18.906Z","avatar_url":"https://github.com/bunnysunny24.png","language":"JavaScript","funding_links":[],"categories":[],"sub_categories":[],"readme":"# ClimaSync 🌤️\n\nClimaSync is a weather forecasting and analysis web application that provides real-time and future weather predictions based on historical data. It leverages machine learning models to predict weather parameters such as temperature, humidity, wind speed, rainfall, and pressure for the next 5 days. Additionally, the app allows users to sort and filter weather data using different algorithms like Merge Sort and Quick Sort.\n\nThis project combines **Python (FastAPI)** for the backend, **React** for the frontend, and **Machine Learning** techniques to predict future weather patterns, making it a comprehensive solution for analyzing and visualizing weather data.\n\n---\n\n## Features 🎯\n\n- **Weather Forecasting**: Predicts weather parameters (Temperature, Humidity, Wind Speed, etc.) for the next 5 days.\n- **Data Sorting**: Use algorithms (Merge Sort, Quick Sort) to sort weather data for better insights.\n- **Weather Trend Analysis**: Visualizes weather trends over time with interactive charts.\n- **City-based Data**: Supports weather data for multiple cities (e.g., Mumbai, Delhi, Bangalore).\n- **Interactive Dashboard**: Provides a user-friendly interface to interact with data, view trends, and check forecasts.\n- **Data Filtering**: Filter weather data for specific cities and parameters.\n\n---\n\n## Tech Stack 🚀\n\n- **Backend**:\n  - Python\n  - FastAPI\n  - Scikit-Learn (Random Forest Regressor for prediction)\n  - Pandas\n  - Matplotlib (for visualizations)\n\n- **Frontend**:\n  - React.js\n  - Tailwind CSS\n  - React Router\n  - Axios (for API calls)\n\n- **Machine Learning**:\n  - RandomForestRegressor (for weather prediction)\n\n---\n\n![Screenshot 2025-03-19 232113](https://github.com/user-attachments/assets/a0c11628-6f06-4612-9b52-c67688f6f306)\n![Screenshot 2025-03-19 232120](https://github.com/user-attachments/assets/19f948eb-69a1-427e-b6f8-dc795c5f19f6)\n![Screenshot 2025-03-19 232032](https://github.com/user-attachments/assets/fc5d1236-2032-4526-8fbc-c8fb46bce5e6)\n![Screenshot 2025-03-19 232044](https://github.com/user-attachments/assets/e1625fe4-fafb-40fe-9f02-61112278aadd)\n![Screenshot 2025-03-19 232104](https://github.com/user-attachments/assets/a14297d4-23d9-438a-b756-ebe621bed554)\n\n\n## Installation 🛠️\n\n### Clone the repository:\n\n```bash\ngit clone https://github.com/BunnySunny24/ClimaSync.git\n\n\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fbunnysunny24%2Fclimasync","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fbunnysunny24%2Fclimasync","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fbunnysunny24%2Fclimasync/lists"}