Data Science Job Market EDA – Personal Project
Performed exploratory data analysis on a dataset of data science job listings using Python to derive actionable insights about job requirements. Used regex techniques to parse and extract key requirement patterns from job description text. Aggregated and visualized the resulting signals to produce a structured analytic report. • Analyzed 7000 job listing records for requirements insights • Applied regex to extract key requirements from descriptions • Aggregated metrics and generated visualizations using pandas and matplotlib • Produced a professional report using additional NLP-like text processing via word cloud