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You're reading from  Time Series Analysis with Python Cookbook

Product typeBook
Published inJun 2022
PublisherPackt
ISBN-139781801075541
Edition1st Edition
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Tarek A. Atwan
Tarek A. Atwan
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Tarek A. Atwan

Tarek A. Atwan is a data analytics expert with over 16 years of international consulting experience, providing subject matter expertise in data science, machine learning operations, data engineering, and business intelligence. He has taught multiple hands-on coding boot camps, courses, and workshops on various topics, including data science, data visualization, Python programming, time series forecasting, and blockchain at various universities in the United States. He is regarded as a data science mentor and advisor, working with executive leaders in numerous industries to solve complex problems using a data-driven approach.
Read more about Tarek A. Atwan

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Working with custom business days

Companies have different working days worldwide, influenced by the region or territory they belong to. For example, when working with time-series data and depending on the analysis you need to make, knowing whether certain transactions fall on a workday or weekend can make a difference. For example, suppose you are doing anomaly detection, and you know that certain types of activities can only be done during working hours. In that case, any activities beyond these boundaries may trigger some further analysis.

In this recipe, you will see how you can customize an offset to fit your requirements when doing an analysis that depends on defined business days and non-business days.

How to do it…

In this recipe, you will create custom business days and holidays for a company headquartered in Dubai, UAE. In the UAE, the working week is from Sunday to Thursday, whereas Friday to Saturday is a 2-day weekend. Additionally, their National Day...

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Time Series Analysis with Python Cookbook
Published in: Jun 2022Publisher: PacktISBN-13: 9781801075541
© 2022 Packt Publishing Limited All Rights Reserved

Author (1)

author image
Tarek A. Atwan

Tarek A. Atwan is a data analytics expert with over 16 years of international consulting experience, providing subject matter expertise in data science, machine learning operations, data engineering, and business intelligence. He has taught multiple hands-on coding boot camps, courses, and workshops on various topics, including data science, data visualization, Python programming, time series forecasting, and blockchain at various universities in the United States. He is regarded as a data science mentor and advisor, working with executive leaders in numerous industries to solve complex problems using a data-driven approach.
Read more about Tarek A. Atwan

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