Clustering Multi Variable Excel Data with Andrew's Curve - Python Data Visualization Tools

Опубликовано: 26 Июль 2019
на канале: Derrick Sherrill

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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 --
• Learn Python Pandas #2 - Data Selecti...

Here's the spreadsheet if you want to use my example data:
https://drive.google.com/file/d/148b8...

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!!

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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/D...
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Code from this tutorial and all my others can be found on my GitHub:
https://github.com/Derrick-Sherrill/D...

Check out my website:
https://www.derricksherrill.com/

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