week_5

1 Exploratory Data Analysis

• What is 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 EDA in Python?

  • Reading

    • 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