Python Pandas for Beginners: Pandas Specialization for Data Scientist (Python for Beginners in Data Science and Data Analysis Book 2) by Publishing AI

Author:Publishing, AI [Publishing, AI]
Language: eng
Format: epub
Publisher: AI Publishing LLC
Published: 2022-01-17T00:00:00+00:00

Output:

Let’s now see how to filter records. To filter the row at the second index in the my_dfdataframe, you need to pass 2 inside the square brackets that follow the loc function. Here is an example:

Script 8:

print (my_df.loc[ 2 ])

type(my_df.loc[ 2 ])

In the output below, you can see data from the row at the second index (row 3) in the form of a series.

Output:

Subject English

Score 76

Grade C

Remarks Fair

Name: 2, dtype: object

Out[7]:

pandas.core.series.Series

You can also specify the range of indexes to filter records using the loc function. For instance, the following script filters records from index 2 to 4.

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