{"id":21413058,"url":"https://github.com/yuji1702/valorant-data-scrapper","last_synced_at":"2025-03-16T18:22:47.185Z","repository":{"id":258939778,"uuid":"875931626","full_name":"Yuji1702/Valorant-Data-Scrapper","owner":"Yuji1702","description":"The Valorant Data Collector is a Python-based tool that scrapes and collects detailed player statistics from VLR.gg. It allows users to search for players, extract their performance data, and export the results into a CSV file. 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The data is exported to a CSV file for analysis, including detailed player performance data, such as agents used, rounds played, ACS, K/D ratio, and more.\n\n## Features\n\n- **Player Search**: Search for a Valorant player by name and retrieve their profile.\n- **Data Extraction**: Extract detailed stats for each agent a player has used, including key performance metrics.\n- **Multithreading Support**: Option to scrape player stats concurrently using multiple threads.\n- **Data Export**: Export player stats to a CSV file for easy analysis.\n\n## Technologies\n\n- `requests`: For sending HTTP requests to retrieve data from the web.\n- `BeautifulSoup`: For parsing and scraping the HTML content of web pages.\n- `pandas`: For data manipulation and export (optional).\n- `csv`: To export the player stats into a CSV format.\n- `logging`: For detailed logging of the scraping process.\n- `ThreadPoolExecutor`: For concurrent scraping to speed up data collection.\n\n## Installation\n**Download the requiremnets.txt from the repository.**\n\nTo use this project, clone the repository and install the required dependencies:\n\n```bash\ngit clone https://github.com/yuji1702/valorant-data-collector.git\ncd valorant-data-collector\npip install -r requirements.txt\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fyuji1702%2Fvalorant-data-scrapper","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fyuji1702%2Fvalorant-data-scrapper","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fyuji1702%2Fvalorant-data-scrapper/lists"}