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data_science_job_analysis

  1. In this project, I analyzed various data science positions in the US region from the Indeed website.
  2. Web scraping technique is used to collect data from the website and this raw data is processed, cleaned, and stored in a structured CSV file for further analysis.
  3. Insights are drawn using exploratory data analysis(EDA) with the help of pandas framework.

Tech Stack: Python, BeautifulSoup, Pandas, NumPy, Cloudscraper, Zenrows

**Note: To use Zenrows you have to log in and create an API key. Zenrows is a paid framework but can be used freely up to a certain limit. It automatically scrapes data from the website and returns a clean, processed JSON object for direct analysis. **

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