Python Data Science: Automating EDA: Univariate Statistics and Visualizations
Mark Keith
0:00 / 0:00
Python Data Science: Automating EDA: Univariate Statistics and Visualizations
2 237 просмотров · 2 года назад
Mark Keith
10,8 тыс. подписчиков
2 237 просмотров · 2 года назад
Python Data Science: Automating Exploratory Data Analysis: Univariate Statistics and Visualizations
Health insurance data: https://www.kaggle.com/datasets/willi...
NBA salary data: https://www.kaggle.com/datasets/jamie...
Airline satisfaction: https://www.kaggle.com/datasets/teejm...
0:00 - Introduction and concepts
5:30 - Import dataset
9:00 - Create output dataframe
10:40 - Create dynamic loop
18:50 - Return output dataframe
19:54 - Insert rows into output dataframe
25:45 - Create conditional IF for both data types
27:15 - Create the remaining measures for numeric dtypes
34:40 - Include visualizations
36:35 - Explain and interpret the results