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Python data cleaning cookbook modern techniques and python tools to detect and remove dirty data and extract key insights
Language: English Publication details: Packt c2020 UK :Description: viii, 415 p. : ill. 23 cmISBN:- 9781800565661
- 005.74 WAL
| Current library | Call number | Copy number | Status | Date due | Barcode | |
|---|---|---|---|---|---|---|
| Anna Centenary Library 3RD FLOOR, A WING | 005.74 WAL (Browse shelf(Opens below)) | Available | 687835 | |||
| Anna Centenary Library 3RD FLOOR, A WING | 005.74 WAL;1 (Browse shelf(Opens below)) | 1 | Available | 687836 |
Browsing Anna Centenary Library shelves, Shelving location: 3RD FLOOR, A WING Close shelf browser (Hides shelf browser)
| 005.74 VAI ;1 Rdbms in-Depth | 005.74 WAD Pro Apache Hadoop | 005.74 WAD; 1 Pro Apache Hadoop | 005.74 WAL Python data cleaning cookbook modern techniques and python tools to detect and remove dirty data and extract key insights | 005.74 WAL;1 Python data cleaning cookbook modern techniques and python tools to detect and remove dirty data and extract key insights | 005.74 WAM Programming Scala 3Ed | 005.74 WAM;1 Programming Scala 3Ed |
first published 2020
Includes index
Getting clean data to reveal insights is essential, as directly jumping into data analysis without proper data cleaning may lead to incorrect results. This book shows you tools and techniques that you can apply to clean and handle data with Python. You'll begin by getting familiar with the shape of data by using practices that can be deployed routinely with most data sources. Then, the book teaches you how to manipulate data to get it into a useful form. You'll also learn how to filter and summarize data to gain insights and better understand what makes sense and what does not, along with discovering how to operate on data to address the issues you've identified.
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