Creating a dummy from a two-category variable

Given is a basetable with one predictive variable "gender". Make sure that "gender" can be used as a predictive variable in a logistic regression model by creating dummy variables for it.

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Intermediate Predictive Analytics in Python

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Petunjuk latihan

Create a pandas dataframe dummies_gender that has the dummy variables for "gender". Make sure to avoid multicollinearity.
Add these dummies to the original basetable.
Remove the original variable "gender" from the basetable.

Latihan interaktif praktis

Cobalah latihan ini dengan menyelesaikan kode contoh berikut.

# Create the dummy variable
dummies_gender = pd.____(____["____"], drop_first=____)

# Add the dummy variable to the basetable
basetable = pd.concat([____, ____], axis=1)

# Delete the original variable from the basetable
del basetable["____"]
print(basetable.head())

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