How to Remove a Row From a Data Frame in Pandas (Python)
This video shows how to delete rows Data Frames in the Pandas library for Python.
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Code used in this Python Code Clip:
import pandas as pd
import statsmodels.api as sm #(To access mtcars dataset)
mtcars = sm.datasets.get_rdataset("mtcars", "datasets", cache=True).data
mtcars.head()
Delete rows by name with df.drop()
mtcars = mtcars.drop(["Mazda RX4 Wag"], # Rows to drop
axis = 0) # 0 for rows
mtcars.head()
Delete rows by index
mtcars = mtcars.drop(mtcars.index[[0,2]], # Rows indicies to drop
axis = 0) # 0 for rows
mtcars.head()
Note: YouTube does not allow greater than or less than symbols in the text description, so the code above will not be exactly the same as the code shown in the video! I will use Unicode large ＜ and ＞ symbols in place of the standard sized ones. .
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