End-to-end data pipeline for analyzing the Canadian data analytics job market with real-time insights through an interactive Streamlit dashboard.
Key metrics and market overview including top skills distribution and hiring trends.
In-depth analysis of the most in-demand skills in the Canadian data analytics job market.
Top hiring companies and their market share in the data analytics sector.
Heatmap showing which skills are commonly required together in job postings.
Web Scraping: Requests Data Processing: Pandas, NumPy Database: PostgreSQL Automation: Schedule Visualization: Streamlit, Plotly, Matplotlib, Seaborn
Project was great since I learned a lot about streamlit (even though it took me a while to learn). Only downside was that the API was limiting and did not include everything I wanted it to but in the future investing in a better API seems like it would be more valuable.