📊 Data Analysis
Seaborn Visualization
Seaborn is a high-level statistical viz library. This section provides textbook precision on visual encoding and grouping.
● Intermediate
📖 Based on: Python Data Science Handbook — Jake VanderPlas
📋 Table of Contents
1 · Statistical Aesthetics
Textbook Definition
"Seaborn is a library that simplifies the creation of complicated plots by working directly with Pandas DataFrames and handling the aggregation and mapping of data to visual aesthetics." — Jake VanderPlas
2 · Return Value: sns.FacetGrid
🔁 Return Value
High-level functions like sns.relplot() or sns.catplot() return a FacetGrid object. This object holds multiple subplots and allows for global adjustments to titles and labels across all 'facets'.