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Effective Data Manipulation with pandas

Exercise: Sorting, Columns, Filtering, and Indexing Operations.

Explore techniques for sorting by index or columns, filtering rows and columns by position and name, and indexing DataFrames efficiently. This lesson helps you gain hands-on experience manipulating pandas DataFrames for effective data analysis.

We'll cover the following...

Problem 1: Sorting

Given the following DataFrame:

    col1 col2 col3 col4
0     A    B    C    D 
1     E    F    NaN  H
2     I    J    Z    Y
3     S    X    E    V
4     Q    A    B    W

Perform the following operations:

a) Sort the index.

b) Sort by a single column col1.

c) Sort by col1 in ...