The art of Exploratory data analysis (EDA)

EDA
EDA
Exploring is adventurous! Image-source

What is Exploratory Data Analysis (EDA)?

What are the goals of EDA?

Part I — Categorical variables EDA

How EDA is carried out?

Panda Dataframe
Panda Dataframe
Tips data frame

Univariate categorical EDA

Univariate-Quantitative EDA:

1-way frequency tabulation
1-way frequency tabulation
Frequency Table of Total number of smokers and non-smokers

Univariate-Graphical EDA:

Bar graph of univariate
Bar graph of univariate
Bar plot to show total number of reservation on particular weekday

Multivariate Categorical EDA

Multivariate-Quantitative EDA:

Cross tabulation
Cross tabulation
3-way cross tabulation

Multivariate-graphical EDA:

Side by side Boxplot
Side by side Boxplot

I am a data science enthusiast and aiming to continue enhancing the art of discovering and telling data-stories hidden in plain sight.

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