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Learn Removing Duplicates | Data Cleaning
Preprocessing Data

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Removing Duplicates

To remove the duplicate rows, simply use function drop_duplicates(). To change the current dataframe, add inplace=True.

123
new_data = data.drop_duplicates() # data is not modified # or data.drop_duplicates(inplace=True) # data is modified
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Task

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The planets dataset is given to you. Remove the duplicates and then check the new shape of dataframe. Compare it with the original shape.

Note that dataframe may have only distinct records, in this case, the shape will remain the same.

Solution

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SectionΒ 2. ChapterΒ 7
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book
Removing Duplicates

To remove the duplicate rows, simply use function drop_duplicates(). To change the current dataframe, add inplace=True.

123
new_data = data.drop_duplicates() # data is not modified # or data.drop_duplicates(inplace=True) # data is modified
copy
Task

Swipe to start coding

The planets dataset is given to you. Remove the duplicates and then check the new shape of dataframe. Compare it with the original shape.

Note that dataframe may have only distinct records, in this case, the shape will remain the same.

Solution

Switch to desktopSwitch to desktop for real-world practiceContinue from where you are using one of the options below
Everything was clear?

How can we improve it?

Thanks for your feedback!

close

Awesome!

Completion rate improved to 5.56

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