Course Content
Pandas Demystified: Unveiling the Power of Data Manipulation
Pandas Demystified: Unveiling the Power of Data Manipulation
Filtering the DataFrame
Filtering a pandas
DataFrame refers to selecting rows from the DataFrame based on a certain condition. You can filter a DataFrame using the []
operator or the .query()
method.

For example, suppose you have a DataFrame df with columns "Name"
, "Age"
, and "Gender"
, and you want to select all rows where the "Age"
column is greater than 30. You can use the following code to filter the DataFrame:
You can also use the "&"
and "|"
operators to combine multiple conditions.
Task
- Read a csv dataset;
- Filter a column using the
"[]"
operator ; - Query a column;
- FIlter the df using multiple conditions.
Everything was clear?
Section 1. Chapter 4
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