Write a Python program to drop Id column from a given Dataframe and print the modified part. Call iris.csv to create the Dataframe.
import pandas as pd data = pd.read_csv("iris.csv") print("Original Data:") print(data.head()) new_data = data.drop('Id',axis=1) print("After removing id column:") print(new_data.head())
Sample Output:
Original Data: Id SepalLengthCm ... PetalWidthCm Species 0 1 5.1 ... 0.2 Iris-setosa 1 2 4.9 ... 0.2 Iris-setosa 2 3 4.7 ... 0.2 Iris-setosa 3 4 4.6 ... 0.2 Iris-setosa 4 5 5.0 ... 0.2 Iris-setosa [5 rows x 6 columns] After removing id column: SepalLengthCm SepalWidthCm ... PetalWidthCm Species 0 5.1 3.5 ... 0.2 Iris-setosa 1 4.9 3.0 ... 0.2 Iris-setosa 2 4.7 3.2 ... 0.2 Iris-setosa 3 4.6 3.1 ... 0.2 Iris-setosa 4 5.0 3.6 ... 0.2 Iris-setosa [5 rows x 5 columns]
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Sample Output:
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