Table of Contents

Dataset cleaning and other things to check
- EDA check list
- Ref

Dataset cleaning and other things to check

EDA check list

Get domain knowledge
Check if the data is intuitive
Understand how the data was generated
Explore individual features
Explore pairs and groups
Clean features up, 중복데이터 제거
Check for leaks! (later in this course)

Ref

https://www.coursera.org/learn/competitive-data-science/lecture/lvdSo/dataset-cleaning-and-other-things-to-check