String Cleaning with pandas 2.0

Offered By: LinkedIn Learning

Tags

Data Analysis Courses Python Courses Regular Expressions Courses pandas Courses Data Cleaning Courses String Manipulation Courses

Course Description

Overview

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Discover the fundamentals of string cleaning with pandas 2.0, the open-source library for the Python programming language.

Syllabus

Introduction

Cleaning strings with pandas
What you need to know

1. Foundations for String Cleaning

Using the PyArrow backend
Testing speed
Removing special characters
Matching patterns
Extracting patterns
Counting strings
Splitting strings
Creating new columns from text

2. Taking Action in pandas

Finding and replacing patterns
Using quantifiers
Reordering strings with backreferences
Naming backreference groups
Extracting strings with lookarounds
Using boundaries and sets
Chaining pandas string methods
Regular expression golf

Conclusion

Advancing regular expressions

Taught by

Seth Berry

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