Session 25 - Plotting using Seaborn | DSMP 2022-23

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

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Notebook Links
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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

[shashi_kamal_chakraborty]

The bi-variate kdeplots looks like the contour lines, that we had studied in school-level Geography classes. So, I guess, if I'm not wrong, these kind of plots could be used to estimate the heights of plateaues, hill and mountains!!

[srishtibijwe]

very nice session sir, taught in sufficient depth. Thanks for detailed explanation.

[Sreelalitha]

Sir really a great explanation by you.Thank you for your sessions

[sanskarmishra]

plz try to provide free course with actual benefitted knowledge.This kind of a act
is also count as a socialwork.😊😊😊😊😊😊

[tanmayshinde]

As seaborn have some more chart than plotly but the comment chart line scatter and line are more beautiful and interactive in ploty then why should we use seaborn?

[izharhassan]

Do we have pandas series as well? if yes please share the link. your way of teaching is outstanding. Thank you

[simranagichani]

hi, latest distplot doesn't have kind parameter as of now at ts 1:04:06

[aayushrimall]

While plotting heatmap I am getting this error

TypeError: 'DataFrame' object is not callable

Anybody knows how to solve this?

[DivyaChandrika-xb]

plotly graph objects ka notebook link nhi hai ?please give link to notebook

[unity-tghe]

sir what is difference between free and paid batch

[Harsh]

sir aapko brave browser use krna chahiye usme captcha nhi aata h

[ishwarsalunke]

Sir tips is not defined while we executing in python

[oezqhij]

Sir,
Is it Possible to plot Scatter Plot + Histogram + Correlation Values in a single plot (in python)?

[cricketprediction]

Select * from movie where ( gross - budget ) = ( select MAX( gross - budget ) from movies .


When i run this query ....
I am facing this error -- tha data types varchar (max) and varchar (max) are incomplete in the subtract operator ...


Please tell me sir how to resolve this problem ....