Data7 Exploratory Data Analysis In Python Book
Overview
Here you will find a collection of materials prepared by the staff of the Data Science Institute
Diagnosing like a data doctor
Chapter summary
Exploring a novel data set and produce an HTML interactive reports
Exploring like a data adventurer
Chapter summary
Exploring the normality of numerical columns in a novel data set
Transforming like a Data… Transformer
Chapter summary
Using data transformation to correct non-normality in numerical data
Imputating like a Data Scientist
Chapter summary
Exploring, visualizing, and imputing outliers and missing values (NAs) in a novel data set
Correlating Like a Data Master
Chapter summary
Assess relationships within a novel data set
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Created: 09/14/2022 (G. Chism); Last update: 09/15/2023
