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Reshaping Data with pandas

IntermediateSkill Level
4.7+
216 reviews
Updated 11/2024
Reshape DataFrames from a wide to long format, stack and unstack rows and columns, and wrangle multi-index DataFrames.
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PythonData Manipulation4 hours15 videos52 Exercises4,450 XP19,861Statement of Accomplishment

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Course Description

Often data is in a human-readable format, but it’s not suitable for data analysis. This is where pandas can help—it’s a powerful tool for reshaping DataFrames into different formats. In this course, you’ll grow your data scientist and analyst skills as you learn how to wrangle string columns and nested data contained in a DataFrame. You’ll work with real-world data, including FIFA player ratings, book reviews, and churn analysis data, as you learn how to reshape a DataFrame from wide to long format, stack and unstack rows and columns, and get descriptive statistics of a multi-index DataFrame.

Prerequisites

Data Manipulation with pandas
1

Introduction to Data Reshaping

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2

Converting Between Wide and Long Format

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3

Stacking and Unstacking DataFrames

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4

Advanced Reshaping

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Reshaping Data with pandas
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*4.7
from 216 reviews
81%
18%
2%
0%
0%
  • Quynh
    about 1 hour

  • Hengjie
    2 days

  • Frank
    2 days

  • Nastia
    4 days

  • Віталій Олександрович
    4 days

  • Andrii
    4 days

Quynh

Hengjie

Frank

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