jean paul get all the unique values from a pandas series exept for some specific values to not consider in python

To get all the unique values from a pandas series except for a specific set of values, you can use the following code:

main.py
import pandas as pd

# Create a sample pandas series
sample_series = pd.Series([2, 3, 5, 2, 7, 6, 5])

# Define the specific set of values to ignore
ignore_values = [2, 7]

# Get all the unique values except for the specified values
unique_values = sample_series[~sample_series.isin(ignore_values)].unique()

print(unique_values)
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In this code, we first create a sample pandas series sample_series that we want to extract all the unique values from. Next, we define ignore_values, a list of values that we want to exclude from the unique values we extract.

We then use the isin() method to check if each value in sample_series is in ignore_values. This returns a boolean mask that we invert with the ~ operator to select all the values in sample_series that are NOT in ignore_values.

Finally, we use the unique() method to extract only the unique values from this filtered series, which are then stored in the unique_values variable. The print() function is used to display the resulting unique values.