Alfian Hanantio
amalhanaja

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Pitfalls and Encoding

Sep 9, 20233 min read

Base on DataCamp · Categorical pitfalls Using categories can be frustrating Using the .str accessor object to manipulate data converts the Series to an...

Pitfalls and Encoding

Visualizing Categorical Data

Aug 30, 20233 min read

Base on DataCamp · Introduction to categorical plots using seaborn Categorical plot import seaborn as sns import matplotlib.pyplot as...

Visualizing Categorical Data

Categorical pandas Series

Aug 26, 20233 min read

Base on DataCamp · Setting category variables The .cat accessor object Series.cat.method_name Common parameters: new_categories: a list of...

Categorical pandas Series

Introduction to Categorical Data

Jul 5, 20233 min read

Base on DataCamp · Introduction What does it mean to be "categorical"? Categorical Finite number of groups (or categories) These categories are usually...

Introduction to Categorical Data

Turning Exploratory into Action

Jul 3, 20232 min read

Base on DataCamp · Consideration for categorical data Why perform EDA? Detecting patterns and relationships Generating questions or hypotheses Prepare...

Turning Exploratory into Action

Relationships in Data

Jun 29, 20232 min read

Base on DataCamp · Patterns over time When data includes dates or time values, we'll want to examine whether there might be patterns over time Importing...

Relationships in Data