{"id":27379474,"url":"https://github.com/saisurajmatta/cryptocurrency-market-analyzer-python-project","last_synced_at":"2026-05-05T18:35:17.548Z","repository":{"id":216994671,"uuid":"742893781","full_name":"SaiSurajMatta/Cryptocurrency-Market-Analyzer-Python-Project","owner":"SaiSurajMatta","description":"Cryptocurrency Market Analyzer: Python script utilizing CoinMarketCap API to fetch, analyze, and visualize real-time trends of top 15 cryptocurrencies over different time intervals.","archived":false,"fork":false,"pushed_at":"2024-01-13T17:31:18.000Z","size":237,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-04-13T13:50:44.449Z","etag":null,"topics":["data-analytics","data-visualization","matplotlib","pandas","python","seaborn"],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","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/SaiSurajMatta.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,"zenodo":null}},"created_at":"2024-01-13T17:27:29.000Z","updated_at":"2024-01-13T17:32:54.000Z","dependencies_parsed_at":null,"dependency_job_id":"afe18ab0-b182-45fd-8b3b-5efb8b260cb5","html_url":"https://github.com/SaiSurajMatta/Cryptocurrency-Market-Analyzer-Python-Project","commit_stats":null,"previous_names":["saisurajmatta/cryptocurrency-market-analyzer-python-project"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/SaiSurajMatta/Cryptocurrency-Market-Analyzer-Python-Project","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SaiSurajMatta%2FCryptocurrency-Market-Analyzer-Python-Project","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SaiSurajMatta%2FCryptocurrency-Market-Analyzer-Python-Project/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SaiSurajMatta%2FCryptocurrency-Market-Analyzer-Python-Project/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SaiSurajMatta%2FCryptocurrency-Market-Analyzer-Python-Project/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/SaiSurajMatta","download_url":"https://codeload.github.com/SaiSurajMatta/Cryptocurrency-Market-Analyzer-Python-Project/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SaiSurajMatta%2FCryptocurrency-Market-Analyzer-Python-Project/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":281216687,"owners_count":26463033,"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","status":"online","status_checked_at":"2025-10-27T02:00:05.855Z","response_time":61,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"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":["data-analytics","data-visualization","matplotlib","pandas","python","seaborn"],"created_at":"2025-04-13T13:50:06.886Z","updated_at":"2025-10-27T05:09:21.211Z","avatar_url":"https://github.com/SaiSurajMatta.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Cryptocurrency Market Analyzer - Python Project\n\n## Overview\nThis project involves creating a Cryptocurrency Market Analyzer using Python and the CoinMarketCap API. The analyzer fetches real-time data for the top 15 cryptocurrencies in terms of market capitalization and stores it in a DataFrame. The data is then saved to a CSV file for persistence, and trends over time are visualized using Seaborn.\n\n## Project Structure\nThe project consists of the following components:\n\n1. **Cryptocurrency API Integration:**\n   - Utilizes the CoinMarketCap API to retrieve the latest cryptocurrency data.\n   - Handles API requests and manages data using Python's requests library and pandas.\n\n2. **Data Persistence:**\n   - Saves the fetched data to a CSV file for future analysis.\n   - Ensures data persistence for historical trends and further exploration.\n\n3. **Data Analysis:**\n   - Utilizes pandas for data manipulation and analysis.\n   - Calculates the mean percentage changes for different time intervals (1 hour, 24 hours, 7 days, 30 days, 60 days, 90 days) for each cryptocurrency.\n\n4. **Visualization:**\n   - Uses Seaborn and Matplotlib for visualizing percentage change trends.\n   - Generates a point plot to display trends over time for each cryptocurrency.\n\n## Instructions for GitHub Readme\n\n### Setup Instructions\n1. Clone the repository to your local machine.\n2. Install the required libraries\n3. Run the script to fetch and analyze cryptocurrency data.\n\n### Understanding the Analyzer\n- The script fetches data for the top 15 cryptocurrencies and stores it in a CSV file (`API.csv`).\n- The data analysis section calculates the mean percentage changes for different time intervals.\n- Visualizations are generated using Seaborn, showing trends over time for each cryptocurrency.\n\n### Note\n- Ensure you have a valid CoinMarketCap API key for authentication (replace `'X-CMC_PRO_API_KEY'` with your key in the script).\n- Adjust the duration and frequency of API requests based on your preferences.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsaisurajmatta%2Fcryptocurrency-market-analyzer-python-project","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fsaisurajmatta%2Fcryptocurrency-market-analyzer-python-project","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsaisurajmatta%2Fcryptocurrency-market-analyzer-python-project/lists"}