The EDA Process — Roadmap Step & Resources
A repeatable approach to getting to know a new dataset before drawing conclusions
- Level: intermediate
- Estimated time: 1 days
- Roadmap: Data Science
Interview questions
- What are the first three things you'd check when handed a completely new dataset?
Study resources
- Exploratory Data Analysis (Article) — Kaggle Learn's free, hands-on micro-course on the EDA workflow.
- Exploratory Data Analysis in Python (Video) — A practical walkthrough of the EDA workflow on a real dataset with Pandas.
Part of
- Exploratory Data Analysis & Data Cleaning — section
- Data Science roadmap — the full learning path