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Week 11 - Data Manipulation with Pandas

Pandas, DataFrame, Series, Indexing, Filtering, Grouping, Aggregation, Joining

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By Kyunghee Lee
1 min read
Week 11 - Data Manipulation with Pandas

This session will introduce the pandas library, which is a powerful tool for data manipulation and analysis in Python. We’ll learn how to create a DataFrame object, which is a tabular data structure that is similar to a table in SQL, and how to perform basic data manipulation tasks such as filtering, sorting, grouping,aggregation, and joining.

Goals

  1. import pandas library and create DataFrame
  2. perform data manipulation using pandas library

Slides

  • Vectorization:
  • Pandas:

Labs

Resources

Lecture
pandas
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