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preprocessing on a flower iris dataset

The iris.data file is a tedious .csv that looks something like this

6.1,3,4.9,1.8,Iris-virginica
6.4,2.8,5.6,2.2,Iris-virginica
6.2,3.4,5.4,2,
6.3,2.8,5.1,1.5,Iris-virginica
7.7,3,6.1,2.3,Iris-virginica
,3,6.1,2.3,Iris-virginica
6.4,3.1,5.5,1.8,Iris-virginica

The data is read, cleaned, normalized, two features are extracted and plotted in two scatter and box charts, as seen below:

img.png img_1.png

libraries used:

pandas~=1.4.2
matplotlib~=3.5.1
scikit-learn~=1.0.2
setuptools==62.0.0

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