Session 23 - Plotting using Matplotlib | 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-Progra #6376dbd8e4b065a4cadac4db

YouTube Playlist - https://www.youtube.com/playlist?list=PLKnIA16_RmvbAlyx4_rdtR66B7EHX5k3z
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Datasets used in the session -
https://drive.google.com/drive/folders/1_TyTVEMxhEoIs1nsU4V_p1rH5x4jLSiW?usp=share_link

Notebook Links
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https://colab.research.google.com/drive/1ksmroQtN_KoCeJzpzPgGAbLv0UG_6G_a?usp=sharing
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| Time stamp |
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0:00 Start
4:30 Session Start
6:26 MatplotLib
10:05 Type of Data
14:38 2-D Line Plot
17:26 # plotting a simple function
20:14 # from a pandas dataframe
23:21 # plotting multiple plots
26:02 # labels title
27:55 # colors(hex) and line(width and style) and marker(size)
35:02 # legend -- location
38:26 # limiting -axes
42:08 # plt.grid
43:05 # plt.show

45:20 Scatter Plots
47:11 # plt.scatter simple function
49:36 # plt.scatter on pandas data
54:00 # Labeling / Marker/ Size- Plot
59:00 # scatterplot using plt.plot
1:00:11 # plt.plot vs plt.scatter
1:01:44 Doubts

1:03:45 Bar chart
1:05:12 # simple bar chart
1:07:28 # horizontal bar chart
1:09:00 # Multiple Bar charts
1:20:09 # xticks
1:22:52 #Problem - Label overlapping
1:26:19 #Stacked Bar chart
1:34:32 Doubts

1:35:05 Histogram
1:36:42 # simple data - Histogram Plot
1:38:57 # on some data - Histogram Plot
1:42:06 # logarithmic scale

1:46:03 Pie Chart
1:46:46 # Pie Chart on - simple data
1:49:11 # Pie Chart on - dataset
1:51:08 # percentage and colors
1:53:15 # explode and shadow

1:55:04 Changing Style
1:58:17 Save figure

2:02:43 End Session Doubts