Python Data Cleaning Cookbook

Python Data Cleaning Cookbook

Modern techniques and Python tools to detect and remove dirty data and extract key insights

Walker, Michael

Packt Publishing Limited

12/2020

436

Mole

Inglês

9781800565661

15 a 20 dias

Descrição não disponível.
Table of Contents

Anticipating Data Cleaning Issues when Importing Tabular Data into pandas
Anticipating Data Cleaning Issues when Importing HTML and JSON into Pandas
Taking the Measure of Your Data
Identifying Issues in Subsets of Data
Using Visualizations for Exploratory Data Analysis
Cleaning and Wrangling Data with Pandas Data Series Operations
Fixing Messy Data When Aggregating
Addressing Data Issues When Combining Data Frames
Tidying and Reshaping Data
User Defined Functions and Classes to Automate Data Cleaning
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