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The Data Wrangling Workshop

You're reading from   The Data Wrangling Workshop Create your own actionable insights using data from multiple raw sources

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Product type Paperback
Published in Jul 2020
Publisher Packt
ISBN-13 9781839215001
Length 576 pages
Edition 2nd Edition
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Authors (3):
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Dr. Tirthajyoti Sarkar Dr. Tirthajyoti Sarkar
Author Profile Icon Dr. Tirthajyoti Sarkar
Dr. Tirthajyoti Sarkar
Shubhadeep Roychowdhury Shubhadeep Roychowdhury
Author Profile Icon Shubhadeep Roychowdhury
Shubhadeep Roychowdhury
Brian Lipp Brian Lipp
Author Profile Icon Brian Lipp
Brian Lipp
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Toc

Table of Contents (11) Chapters Close

Preface
1. Introduction to Data Wrangling with Python 2. Advanced Operations on Built-In Data Structures FREE CHAPTER 3. Introduction to NumPy, Pandas, and Matplotlib 4. A Deep Dive into Data Wrangling with Python 5. Getting Comfortable with Different Kinds of Data Sources 6. Learning the Hidden Secrets of Data Wrangling 7. Advanced Web Scraping and Data Gathering 8. RDBMS and SQL 9. Applications in Business Use Cases and Conclusion of the Course Appendix

2. Advanced Operations on Built-In Data Structures

Activity 2.01: Permutation, Iterator, Lambda, and List

Solution:

These are the detailed steps to solve this activity:

  1. Look up the definition of permutations and dropwhile from itertools. There is a way to look up the definition of a function inside Jupyter itself. Just type the function name, followed by ?, and press Shift + Enter:
    from itertools import permutations, dropwhile
    permutations?
    dropwhile?

    You will see a long list of definitions after each ?. We will skip it here.

  2. Write an expression to generate all the possible three-digit numbers using 1, 2, and 3:
    permutations(range(3)) 

    The output (which will vary in your case) is as follows:

    <itertools.permutations at 0x7f6c6c077af0>
  3. Loop over the iterator expression you generated before. Use the print method to print each element returned by the iterator. Use assert and isinstance to make sure that the elements are tuples:
    for number_tuple in permutations(range...
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