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Prime Shopper Jan 10, 2021

This book has tons of information jam-packed in such a way that any level of expertise can understand the idea being conveyed. I would recommend you get this book if you are starting data science or you are looking to practice data cleaning. This book is great to learn from and refer to in case of a problem.

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sp May 29, 2021

Really good book to get you started with data wrangling. Covers a wide range of data structures and wrangling techniques. I also appreciated the last chapter with business use cases, as a means to consolidate the content of previous chapters in real world applications.

Alexandre Henrique Dec 22, 2020

This book is amazing for beginners and data science practitioners. At this point in my career, I've read some books and chapters on data wrangling strategies, methods, and techniques. However, when it comes to learning how to handle data in python AND build a mindset on how to approach data, this title is a masterpiece.The section on built-in data structures exceeded my expectations because even though there is extensive documentation on this topic on the internet, the experiments are captivating and instructive. Particularly, I can tell the same about Chapter 7 (Advanced Web Scraping and Data Gathering) and Chapter 9 (Applications in Business Use Cases and Conclusion of the Course).Finally, as in other workshops, this book approaches many data science subjects from a very practical point of view. This means that it not only takes you into the theoretical aspects of data analysis but it also equips you with a broad overview of possible solutions to various problems that you may encounter during data analysis.

Abrar Imon Jan 07, 2021

Best book for newbies in the data science world. This book is not only for reading also you can practice what you learned! This makes this book that special. We already know the basics of data wrangling using python. But this book will take you next level of perfection. There are lots of little things we ignored but we should be more careful to make our data more meaningful. Still, I am reading the book. It looks like a teacher, who is always with me to remind me what I know and what I need to cross-check again.Chapter 4: Deep dive into data wranglingThis was the most helpful chapter for me.

SUJOY DEB BARMA Jan 17, 2021

As a Data Engineer myself, it is my everyday job to wrangle data and this book has been compiled very efficiently to convey the contents. I have used this book to brush up my skills in the weekends and the experience and time put into this has been worth it. The best part of this book is after every step there is a snippet of image of what we should expect in our screens which turns out to be very helpful. For students starting to learn the way of having good practices of data wrangling, I highly recommend this book.

The Data Wrangling Workshop: Create your own actionable insights using data from multiple raw sources , Second Edition

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