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Extending Excel with Python and R

You're reading from   Extending Excel with Python and R Unlock the potential of analytics languages for advanced data manipulation and visualization

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Product type Paperback
Published in Apr 2024
Publisher Packt
ISBN-13 9781804610695
Length 344 pages
Edition 1st Edition
Languages
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Authors (2):
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Steven Sanderson Steven Sanderson
Author Profile Icon Steven Sanderson
Steven Sanderson
David Kun David Kun
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David Kun
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Table of Contents (20) Chapters Close

Preface 1. Part 1:The Basics – Reading and Writing Excel Files from R and Python FREE CHAPTER
2. Chapter 1: Reading Excel Spreadsheets 3. Chapter 2: Writing Excel Spreadsheets 4. Chapter 3: Executing VBA Code from R and Python 5. Chapter 4: Automating Further – Task Scheduling and Email 6. Part 2: Making It Pretty – Formatting, Graphs, and More
7. Chapter 5: Formatting Your Excel Sheet 8. Chapter 6: Inserting ggplot2/matplotlib Graphs 9. Chapter 7: Pivot Tables and Summary Tables 10. Part 3: EDA, Statistical Analysis, and Time Series Analysis
11. Chapter 8: Exploratory Data Analysis with R and Python 12. Chapter 9: Statistical Analysis: Linear and Logistic Regression 13. Chapter 10: Time Series Analysis: Statistics, Plots, and Forecasting 14. Part 4: The Other Way Around – Calling R and Python from Excel
15. Chapter 11: Calling R/Python Locally from Excel Directly or via an API 16. Part 5: Data Analysis and Visualization with R and Python for Excel Data – A Case Study
17. Chapter 12: Data Analysis and Visualization with R and Python in Excel – A Case Study 18. Index 19. Other Books You May Enjoy

Calling R/Python directly from Excel

In this section, we will dig into the ways you can call R and Python from Excel using the tools set up in the previous section. We will cover several ways of achieving this and give examples so that you can try them out as well.

Executing R with VBA and BERT

Another great way of calling R from Excel is via the VBA macro. This requires that a workbook be saved as a macro-enabled workbook. Since BERT is designed to work from Excel to R, the syntax of an R expression can be written in the VBA console and called with the following in VBA:

Application.Run "BERT.Exec", r

Let’s look at an easy example:

Sub PlotNormalDensity()
    r = "plot(density(rnorm(1000)))"
    Application.Run "BERT.Exec", r
End Sub

This will end up producing a plot of the density of a random normal distribution. Let’s see the output:

Figure 11.4 – Using BERT to call R from VBA

Figure 11.4 –...

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