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Extending Excel with Python and R

Extending Excel with Python and R

By : Steven Sanderson, Kun
5 (5)
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Extending Excel with Python and R

Extending Excel with Python and R

5 (5)
By: Steven Sanderson, Kun

Overview of this book

– Extending Excel with Python and R is a game changer resource written by experts Steven Sanderson, the author of the healthyverse suite of R packages, and David Kun, co-founder of Functional Analytics. – This comprehensive guide transforms the way you work with spreadsheet-based data by integrating Python and R with Excel to automate tasks, execute statistical analysis, and create powerful visualizations. – Working through the chapters, you’ll find out how to perform exploratory data analysis, time series analysis, and even integrate APIs for maximum efficiency. – Both beginners and experts will get everything you need to unlock Excel's full potential and take your data analysis skills to the next level. – By the end of this book, you’ll be able to import data from Excel, manipulate it in R or Python, and perform the data analysis tasks in your preferred framework while pushing the results back to Excel for sharing with others as needed.
Table of Contents (20 chapters)
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1
Part 1:The Basics – Reading and Writing Excel Files from R and Python
6
Part 2: Making It Pretty – Formatting, Graphs, and More
10
Part 3: EDA, Statistical Analysis, and Time Series Analysis
14
Part 4: The Other Way Around – Calling R and Python from Excel
16
Part 5: Data Analysis and Visualization with R and Python for Excel Data – A Case Study

Email notifications and automation with Python

Much like scheduling Python scripts, email notifications and automation can make your daily work much more efficient. This section will cover the basics, such as the motivation behind using emails from Python, moving on to setting up the environment and sending basic emails, and then covering a real-life use case: sending email notifications for script status.

Introduction to email notifications in Python

Email notifications play a crucial role in automation by providing timely updates, alerts, and reports. In this section, we will explore the significance of integrating email functionality into your Python scripts. We’ll discuss various use cases where email notifications can be beneficial, and we’ll delve into the advantages they offer for streamlining workflows and enhancing communication.

Let’s start with the most basic considerations: why would you do this?

Use cases and benefits of integrating email...

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