- In this project, I analyzed various data science positions in the US region from the Indeed website.
- 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.
- 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. **