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Python Data Science: Automating EDA: Univariate Statistics and Visualizations

Mark Keith

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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