9 Exploratory Data Analysis

What is Exploratory Data Analysis(EDA)

• 2分鐘概念系列

  • Goals of EDA - Data Analysis with R [Video, total 1m49s]

  • 淺談探索式資料分析 -- 從一個資安小故事談起

• 進一步認識各種資料的EDA方式

  • Exploratory Data Analysis[Video, total 19m53s]

    • An introduction to exploratory data analysis that includes discussion of descriptive statistics, graphs, outliers, and robust statistics.

  • 探索式資料分析簡介(EDA)

How to do EDA in Python?

• Reading and Tutorials

  • Read And Run EDA with Datacamp intro

  • cmawer/pycon-2017-eda-tutorial

  • A Complete Tutorial to Learn Data Science with Python from Scratch

  • O' relly Python for Data Analysis ch14

EDA Examples

• Kaggle ex1 - Detailed exploratory data analysis with python

• Pokemon Generation Gap? (Python Data Analysis) — Part 1: cleaning, EDA