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Python: Values in input files and the model coefficients
I have a CSV file, and in the first column is the name of a set of samples. The second and third column are the labels of the samples.
In my program, I am using sklearn.naive_bayes.GaussianNB to predict the labels of the samples. The sklearn.naive_bayes.GaussianNB fit my data using the coefficients in my code.
The CSV file that I am reading from has, for each sample, the x and y coordinates (from x=0 to 90).
I am wondering how I can get all the samples in the CSV file to have the same encoding for the inputs (as I am using the x and y coordinates)?
I thought about using str.encode, but that is just in one column of the CSV file.
A:
As a quick example, say you have this CSV file:
Title,Description
The cow jumped over the moon,The cow jumped over the moon.
The cow jumped over the moon,The cow jumped over the moon.
And you use the import csv module to read this file. Then read the file into a pandas dataframe like this:
import pandas as pd
df = pd.read_csv(‘path/to/file.csv’)
Then, for each row in the dataframe, split the row by whites
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