{"id":25620891,"url":"https://github.com/SimranShaikh20/Job-Scraper","last_synced_at":"2026-05-25T10:30:19.232Z","repository":{"id":277177338,"uuid":"871568896","full_name":"SimranShaikh20/WebScraping","owner":"SimranShaikh20","description":"Web Scraping Toolkit: A Comprehensive Python-Based Data Extraction Framework. 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The scripts leverage Python libraries such as `Scrapy`, `BeautifulSoup`, and `Selenium` to scrape and collect structured data efficiently. The collected data can be utilized for analysis, visualization, or further machine learning applications.\n\n## 🚀 Features\n- Extracts data from websites dynamically and efficiently.\n- Supports multiple web scraping techniques:\n  - Static scraping using `requests` and `BeautifulSoup`.\n  - Dynamic scraping using `Selenium`.\n  - Scalable scraping with `Scrapy`.\n- Saves data in structured formats such as CSV, JSON, and databases.\n- Handles pagination, AJAX content, and authentication-based scraping.\n\n## 🛠 Tech Stack\n- **Programming Language:** Python\n- **Libraries:**\n  - `BeautifulSoup`\n  - `Scrapy`\n  - `Selenium`\n  - `Requests`\n  - `Pandas`\n  - `Lxml`\n- **Storage Formats:** CSV, JSON, SQLite\n\n\n## 🔧 Installation \u0026 Setup\n1. **Clone the repository**\n   ```bash\n   git clone https://github.com/SimranShaikh20/WebScraping.git\n   cd WebScraping\n   ```\n2. **Create a virtual environment (optional but recommended)**\n   ```bash\n   python -m venv venv\n   source venv/bin/activate  # On Windows: venv\\Scripts\\activate\n   ```\n3. **Install dependencies**\n   ```bash\n   pip install -r requirements.txt\n   ```\n\n## 📌 How to Use\n### 1. Running BeautifulSoup Scraper\n```bash\npython scripts/beautifulsoup_scraper.py\n```\n### 2. Running Selenium Scraper\n```bash\npython scripts/selenium_scraper.py\n```\n### 3. Running Scrapy Spider\n```bash\ncd scripts/scrapy_project\nscrapy crawl spider_name -o output.json\n```\n\n## 📝 Example Output\n```json\n[\n  {\n    \"title\": \"Sample Job Post\",\n    \"company\": \"Tech Corp\",\n    \"location\": \"New York, USA\",\n    \"salary\": \"$80,000 - $100,000\"\n  }\n]\n```\n\n## ⚠️ Disclaimer\nThis project is intended for educational purposes only. Ensure you comply with website terms of service before scraping.\n\n## 📬 Contact\nFor any queries or contributions, feel free to reach out:\n- **GitHub:** [SimranShaikh20](https://github.com/SimranShaikh20)\n\n\n## ⭐ Contributing\nContributions are welcome! Please fork this repository and submit a pull request with your improvements.\n\n---\n**Happy Scraping! 🕷️**\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2FSimranShaikh20%2FJob-Scraper","html_url":"https://awesome.ecosyste.ms/projects/github.com%2FSimranShaikh20%2FJob-Scraper","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2FSimranShaikh20%2FJob-Scraper/lists"}