CampusX Data Science Mentorship Program 2022-23 - Session 25 - Plotting using Seaborn | DSMP 2022-23

Session 25 - Plotting using Seaborn | DSMP 2022-23 | Data Science Mentorship Program (DSMP) 2022-23 Enroll in this Programme from our Website - https://learnwith.campusx.in/ Course Website Link - https://campusx1040.graphy.com/s/preview/courses/CampusX-Data-Science-Mentorship-Program#6376dbd8e4b065a4cadac4db YouTube Playlist - https://www.youtube.com/playlist?list=PLKnIA16_RmvbAlyx4_rdtR66B7EHX5k3z ------------------------------------------------------------------------------------------------------------------------------------------------------- Notebook Links -------------------------- https://colab.research.google.com/drive/1_Mk2NWYBzNxICokEtJFxsf6haq_1YIDA?usp=sharing ------------------------------------------------------------------------------------------------------------------------------------------------------- ----------------------- | Time stamp | ----------------------- 0:00 Start 2:50 Session Start 6:09 Why #seaborn ? 8:43 Seaborn Roadmap 9:07 Types of Functions -- Figure Level and Axis Level 13:11 Main Classification Plotting 13:34 Relational Plot - #scatterplot, #lineplot 14:19 Distribution Plot - #histogram, #kedplot, ruggplot 15:13 Categorical Plot - #barchart, #violinplot 16:19 Regression Plot 15:51 Matrix Plot -#heatmap , #Clusterplot 17:32 Multiplots - #joinplot 19:54 Doubts 23:24 Importing libraries and data loading 1. Relational Plots 25:04 scatterplot - axis level 27:15 scatter plot using relplot - figure level 28:38 Which one to use scatterplot or relplot? 30:15 Using different parameters in seaborn - hue, size, style 34:24 #lineplot 38:37 Lineplot using relplot 46:14 Facet plot 51:58 col wrap 54:43 Doubt 57:08 2. Distribution Plots 59:51 histplot 1:02:32 Ploting univariate histogram 1:03:31 histogram using Distplot - figure level function 1:04:11 Using different parameter - bins 1:05:13 Plotting histogram on categorical column 1:06:43 hue and element parameter 1:10:52 facet plot with distplot 1:11:51 #kdeplot - Kernal Density Plot 1:10:48 Rugplot 1:20:16 Bi-Variate histogram 1:22:50 Bi-Variate kdeplot 1:24:30 Doubts 3. Matrix Plot 1:26:13 Heatmap 1:31:52 Customization with heatmap - annotation, line width, colour map 1:35:10 Clustermap 1:39:52 Doubts 1:43:33 How to change size in figure level plot #ploting #seaborn #visualization