Seaborn Python - Beginners
-
Introduction to Seaborn (1:25)
-
Scatter Plot Part 1 (11:32)
-
Scatter Plot Part 2 (7:18)
-
Line Plots Part 1 (9:31)
-
Line Plots Part 2 (8:36)
-
Showing Multiple Relationships with Facets (8:38)
-
Categorical Scatterplots (9:34)
-
Distributions of Observations within Categories (8:50)
-
Statistical Estimation within Categories (10:06)
-
Countplot Examples (7:13)
-
Pointplot Examples (8:43)
-
Boxenplot Examples (11:22)
-
Violenplot Examples (6:18)
-
Barplot Examples (8:04)
-
Swarmplot Examples (6:46)
-
Stripplot Examples (8:25)
-
Catplot Examples (7:56)
Seaborn Python - Intermediate
-
Introduction to Seaborn Intermediate (1:22)
-
Plotting Univariate Distributions (11:12)
-
Plotting Bivariate Distributions (9:43)
-
Functions to Draw linear Regression Models (7:32)
-
Fitting Different Kinds of Models (7:29)
-
Conditioning on Other Variables (8:53)
-
Examples on KDEPLOT (10:52)
-
Examples on PAIRPLOT (6:30)
-
JOINTPLOT and LMPLOT (9:25)
Seaborn Python - Advanced
-
Introduction to Seaborn Advanced (1:27)
-
Conditional Small Multiples (8:44)
-
Conditional Small Multiples Continue (11:40)
-
Using Custom Functions (8:55)
-
Plotting Pairwise Data Relationships (10:15)
-
Extra Examples Part 1 (11:09)
-
Extra Examples Part 2 (12:01)
-
Using Diff Seaborn Figure Styles (12:56)
-
Setting Different Color Palettes (10:45)
-
Setting Different Color Palettes Continue (6:52)
Seaborn Python Case Study - Data Visualization using Seaborn on Census Dataset
-
Introduction of Project (3:03)
-
Installation of Tools (7:26)
-
Libraries (7:30)
-
Exploratory Data Analysis (5:38)
-
Add Columns to Dataset (6:09)
-
Data Visualization Scatterplot (10:54)
-
Multiple Line Plot (4:20)
-
Swarmplot (10:08)
-
X and Y Tick Label Setting (9:22)
-
ViolinPlot and Barplot (9:03)
-
Pointplot (5:51)
-
Heatmap (6:04)
-
Pairplot (5:34)
-
lmplot (7:00)
-
Pairgrid (4:32)
