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Practical Data Analysis Cookbook

You're reading from   Practical Data Analysis Cookbook Over 60 practical recipes on data exploration and analysis

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Product type Paperback
Published in Apr 2016
Publisher
ISBN-13 9781783551668
Length 384 pages
Edition 1st Edition
Languages
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Author (1):
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Tomasz Drabas Tomasz Drabas
Author Profile Icon Tomasz Drabas
Tomasz Drabas
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Toc

Table of Contents (13) Chapters Close

Preface 1. Preparing the Data 2. Exploring the Data FREE CHAPTER 3. Classification Techniques 4. Clustering Techniques 5. Reducing Dimensions 6. Regression Methods 7. Time Series Techniques 8. Graphs 9. Natural Language Processing 10. Discrete Choice Models 11. Simulations Index

Using SimPy to simulate the refueling process of a gas station

If you own a car, visiting a gas station every other week has most likely become part of your routine: pull over next to the pump, swipe your card (or pay inside), fuel up your car, and leave.

However, if you put yourself in the shoes of a gas station owner before it is even built, a number of possible questions come to mind:

  • What is the frequency of cars pulling over to fill up?
  • How would that affect the wait time for each driver? (We do not want a driver to wait for too long as he or she might choose a competitor.)
  • Will the number of distributors be enough to satisfy demand?
  • How often will I have to call the supplier to replenish the tanks?
  • How much profit can I make?

These are, however, just a handful of questions that you, as the owner of a future gas station, might be asking yourself.

There are also those what-if questions. What if I add two more distributors? What if I put bigger tanks so that I do not have to call the supplier...

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