Univariate & Bivariate Analysis — Roadmap Step & Resources
Understanding single variables and relationships between pairs of variables
- Level: intermediate
- Estimated time: 2 days
- Roadmap: Data Science
Before this step
Mini projects
- Perform a full univariate and bivariate EDA on a public dataset and summarize key findings
Study resources
- Univariate vs Bivariate Analysis (Article) — Khan Academy's lessons cover single-variable and two-variable analysis techniques.
- Univariate and Bivariate Analysis Explained (Video) — Covers analyzing single variables and relationships between pairs of variables.
Part of
- Exploratory Data Analysis & Data Cleaning — section
- Data Science roadmap — the full learning path