This repository contains a detailed analysis of job listings data using Python and Pandas. The project includes data exploration, cleaning, and visualization to gain insights into job roles, company reviews, salaries, and key responsibilities.
The dataset jobs.csv contains job listings with columns such as job_id, job_role, company, experience, salary, rating, reviews, location, and responsibilities.
- Data exploration and inspection
- Handling null values and duplicates
- Cleaning and transforming columns (experience, salary, reviews)
- Analysis of top companies by reviews
- Identification of common job responsibilities
- Visualizations using matplotlib and seaborn
- Python 3.x
- pandas
- matplotlib
- seaborn