A Python web scraper using Scrapy to collect job posting information from LinkedIn.
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Jun 1, 2024 - Python
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job-postings
Here are 7 public repositories matching this topic...
LinkedIn Jobs scraper and Discord bot
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Jun 21, 2023 - Python
A project aiming to leverage text embeddings and Milvus, a high-performance vector search engine, to detect duplicate job postings.
dockerfile data-science machine-learning natural-language-processing docker-compose exploratory-data-analysis duplicates embeddings embedding duplicate-detection text-embedding sentence-embeddings job-posting sentence-encoding sentence-encoder milvus sentence-embedding vector-search-engine sentence-transformers job-postings
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Dec 5, 2023 - Python
A machine learning model is built using PySpark's MLlib library to automatically flag suspicious job postings on Indeed.com. The dataset includes 18,000 job descriptions, out of which about 800 are fake.
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May 18, 2023 - Jupyter Notebook
A comprehensive project using Python, APIs, web scraping, and data visualization to identify emerging skills in demand. Includes data collection, wrangling, analysis, visualizations, a Google Looker Studio dashboard, and a final presentation.
python dashboard presentation exploratory-data-analysis data-visualization web-scraping data-analysis apis data-collection data-wrangling job-postings google-looker-studio trends-analysis ibm-data-analyst-capstone emerging-skills
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Aug 7, 2024 - Jupyter Notebook
Scrape job postings from the FedEx career page. The scraper runs at 5-minute intervals, collecting and storing data in both PostgreSQL and MongoDB. Automatic duplicate checking and removal of job postings that are no longer available, leveraging Redis for efficient tracking.
python docker redis mongodb docker-compose postgresql web-scraping scrapy data-cleaning data-scraping job-postings
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Feb 24, 2024 - Python
Job posting data scraped from Indeed.com. This data is used in django web for testing purpose.
python job scraping selenium jobs selenium-webdriver scraping-websites selenium-python headless-browser job-posting job-postings
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Jun 14, 2024 - Jupyter Notebook
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