Session 25 - Plotting using Seaborn | DSMP 2022-23
Channel: CampusX
Date: 2023-01-16

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
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Notebook Links 
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https://colab.research.google.com/drive/1_Mk2NWYBzNxICokEtJFxsf6haq_1YIDA?usp=sharing
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| Time stamp |
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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