{"repo":"theaifutureguy/Jobsite-Scraper-and-Analyzer","free":true,"listed":false,"github":"https://github.com/theaifutureguy/Jobsite-Scraper-and-Analyzer","clone":"git clone https://github.com/theaifutureguy/Jobsite-Scraper-and-Analyzer.git","description":"A comprehensive web scraping and data analysis platform that extracts job listings from theprotocol.it to analyze technology demand trends for developers in the Polish job market.","language":"Python","stars":14,"topics":["celery","docker","flask","jupyter","matplotlib","mysql","natural-language-processing","ngnix","redis","restful-api"],"license":null,"category":"databases-storage","readme_excerpt":"Jobsite Scraper and Analyzer Overview A comprehensive web scraping and data analysis platform that extracts job listings from theprotocol.it to analyze technology demand trends for developers in the Polish job market. The system provides automated data collection, intelligent analysis, and interactive visualizations to help developers understand market requirements and prioritize their learning efforts. 🚀 Features Core Functionality - Multi-Position Support : Configurable job position targeting (Python, Java, JavaScript, etc.) - Automated Scraping : Scheduled data collection using Celery and Redis - Intelligent Data Processing : Natural language processing with NLTK and fuzzy matching - Interactive Visualizations : Comprehensive charts and graphs using Matplotlib - RESTful API : Flask-based web service for data access - Containerized Deployment : Full Docker and Docker Compose support Technical Capabilities - Advanced Web Scraping : Scrapy + Selenium integration for JavaScript-rendered content - Robust Data Pipeline : Custom ItemPipelines and Middlewares - Database Integration : MySQL with SQLAlchemy ORM - Task Queue Management : Celery with Redis broker - Production-Ready : Nginx reverse proxy configuration 🛠 Technology Stack Category Technologies ---------- ------------- Web Scraping Scrapy, Selenium, scrapy-selenium4 Data Processing Pandas, NLTK, fuzzywuzzy Visualization Matplotlib, Jupyter Web Framework Flask, SQLAlchemy Task Queue Celery, Redis Database MySQL Infrastru","default_branch":null,"files":null,"tree":[],"storefront":"/r/theaifutureguy","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/theaifutureguy/Jobsite-Scraper-and-Analyzer/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}