Data Job Analysis
Nazmul Islam Rakin
Data Visualizer
Web Designer
Data Analyst
Matplotlib
pandas
Python
Demo:
In this project, I analyzed a job dataset from 2023 using Python and several powerful data analysis and visualization libraries, including Pandas, Matplotlib, Seaborn, Altair, and Plotly. The goal was to uncover key insights into the job market and present them in an interactive format. I have also deployed it on the web using Streamlit.
Key analysis:
Job Title Trends: Identified the most popular job titles over time.
Monthly Hiring Trends: Tracked the fluctuations in hiring activity throughout the year.
Salary Trends: Explored salary distributions across different roles, locations.
Top Countries and Companies: Highlighted the leading countries and companies in terms of job availability.
Job Mediums: Analyzed the most common platforms or mediums used for job postings.
Technology used :
Python
Pandas
Matplotlib
Seaborn
Plotly
Altair
Streamlit
