Clustering Multi Variable Excel Data with Andrew's Curve - Python Data Visualization Tools
Hey Everyone! In this one we talk about how we can cluster together features using Andrew's Curve.
- Discuss what an Andrew's curve is
- Read in data to dataframe from Excel
- plot data using matplotlib and pandas plotting tools
- talk about results of graph
Pandas Data Selection Video --
https://www.youtube.com/watch?v=IEDJu91bf0U
Here's the spreadsheet if you want to use my example data:
https://drive.google.com/file/d/148b8suFUuzSBQTDckINMp51MDpwCGMq-/view?usp=sharing
Thanks so much for the crazy support. 4,340 + subscribers at the time of writing. I really enjoying making videos for you all and I'm glad I'm able to. You all are awesome. Thanks for giving me the opportunity to make content for you all. Much love!!
*****************************************************************
Full code from the video:
import pandas as pd
from pandas.plotting import andrews_curves
import matplotlib.pyplot as plt
excel_file = 'CableLog.xlsx'
df = pd.read_excel(excel_file)
print(df)
plt.figure()
andrews_curves(df, 'Quality Test')
plt.show()
https://github.com/Derrick-Sherrill/DerrickSherrill.com/blob/master/andrewsplotexample.py
*****************************************************************
Code from this tutorial and all my others can be found on my GitHub:
https://github.com/Derrick-Sherrill/DerrickSherrill.com
Check out my website:
https://www.derricksherrill.com/
If you liked the video - please hit the like button. It means more than you know. Thanks for watching and thank you for all your support!!
Always looking for suggestions on what video to make next -- leave me a comment with your project! Happy Coding!
Видео Clustering Multi Variable Excel Data with Andrew's Curve - Python Data Visualization Tools канала Derrick Sherrill
- Discuss what an Andrew's curve is
- Read in data to dataframe from Excel
- plot data using matplotlib and pandas plotting tools
- talk about results of graph
Pandas Data Selection Video --
https://www.youtube.com/watch?v=IEDJu91bf0U
Here's the spreadsheet if you want to use my example data:
https://drive.google.com/file/d/148b8suFUuzSBQTDckINMp51MDpwCGMq-/view?usp=sharing
Thanks so much for the crazy support. 4,340 + subscribers at the time of writing. I really enjoying making videos for you all and I'm glad I'm able to. You all are awesome. Thanks for giving me the opportunity to make content for you all. Much love!!
*****************************************************************
Full code from the video:
import pandas as pd
from pandas.plotting import andrews_curves
import matplotlib.pyplot as plt
excel_file = 'CableLog.xlsx'
df = pd.read_excel(excel_file)
print(df)
plt.figure()
andrews_curves(df, 'Quality Test')
plt.show()
https://github.com/Derrick-Sherrill/DerrickSherrill.com/blob/master/andrewsplotexample.py
*****************************************************************
Code from this tutorial and all my others can be found on my GitHub:
https://github.com/Derrick-Sherrill/DerrickSherrill.com
Check out my website:
https://www.derricksherrill.com/
If you liked the video - please hit the like button. It means more than you know. Thanks for watching and thank you for all your support!!
Always looking for suggestions on what video to make next -- leave me a comment with your project! Happy Coding!
Видео Clustering Multi Variable Excel Data with Andrew's Curve - Python Data Visualization Tools канала Derrick Sherrill
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