Python Data Analysis using Seaborn | Mar 2025

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This is an explanation of basics of seaborn library for data visualization in Python by plotting some simple graphs to analyse the data in pandas dataframes and understand the working and concepts of seaborn, using Jupyter notebook for data analysis. We will go through some distribution plots, categorical plots, matrix plots, grid plots, regression plot and some basic attributes about style and color.

#python #dataframes #seaborn #datavisualization #datanalysis #datasciencetool

Chapters:
0:00 - Intro
1:00 - Importing Libraries & Data
3:18 - Distribution Plots for Numerical Data
21:38 - Categorical Plots
47:24 - Matrix Plots (Heatmap & Clustermap)
1:00:13 - Grid Plots
1:17:35 - Regression Plots
1:26:40 - Seaborn Style & Color
  1. Learning Data Science & Machine Learning
  2. Python
  3. Python notebook
  4. data analysis
  5. python data analysis
  6. data science
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