Pandas – Reindexing
Pandas - Reindexing
Pandas Dataframes are indexed. However, we can reindex a Dataframe, which means to create a new
object with the data conformed to a new index. This is demonstrated in tool below.
We first create an dataframe call my_frame.
Then we re-index this using the “reindex”-function and create a new dataframe.
import pandas as pd
my_frame = pd.Series([6, 7.2, -3, 400], index=['d', 'b', 'a', 'c'])
print('my_frame' + ' unindexed')
print(my_frame)
# new dataframe re-indexed
indexed = my_frame.reindex(['a', 'b', 'c', 'd'])
print ('my frame indexed')
print (indexed)
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