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 8 public repositories matching this topic...
LinkedIn Jobs scraper and Discord bot
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Jun 21, 2023 - Python
Scrape linkedin job postings and get job details, company details, job poster details as CSV or JSON format with this linkedin job scraping tool
linkedin
linkedin-api
linkedin-bot
linkedin-scraper
job-search
ziprecruiter
linkedin-client
job-scraping
job-scraper
linkedin-jobs
jobs-scraper
indeed-scraping
linkedin-job
glassdoor-jobs
linkedin-job-scraper
job-postings
linkedin-jobs-scraper
linkedin-jobs-api
jobs-scraper-api
jobs-scraping
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Oct 19, 2023
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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