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Data Exploration
Exploratory Data Analysis

PSTAT100 Notes
Preliminary Topics
Introduction
- Data Science Fundamentals
- Data Structure
Data Exploration
Probability and Statistics
- Probability Theory
- Statistics
Statistical Models
- Simple Linear Regression
- Multiple Linear Regression
- notes/pstat100-notes/10-glr/index.qmd
- Logistic Regression
- Poisson Regression
- Model Selection
- Regularization
Machine Learning Models
- Classification

Data Exploration
Exploratory Data Analysis

Exploratory Data Analysis

How to perform basic exploratory data analysis using python. We outline the different summary statistics and visualizations used to explore univariate and multivariate relationships between categorical and quantitative variables.

Author

John Robin Inston

Published

May 14, 2026

Modified

May 14, 2026

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Data Visualization

Probability Theory