E-book details

Extending Excel with Python and R. Unlock the potential of analytics languages for advanced data manipulation and visualization

Extending Excel with Python and R. Unlock the potential of analytics languages for advanced data manipulation and visualization

Steven Sanderson, David Kun

Ebook
– 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.
  • 1. Reading Excel Spreadsheets
  • 2. Writing Excel Spreadsheets
  • 3. Executing VBA Code from R and Python
  • 4. Automating Further (Email Notifications and More)
  • 5. Formatting Your Excel sheet
  • 6. Inserting ggplot2/matplotlib Graphs
  • 7. Pivot Tables (tidyquant in R and with win32com and pypiwin32 in Python)/Summary Table {gt}
  • 8. Exploratory Data Analysis with R and Python
  • 9. Statistical Analysis: Linear and Logistic Regression
  • 10. Time Series Analysis: Statistics, Plots, and Forecasting
  • 11. Calling R/Python Locally from Excel Directly or via an API
  • 12. Data Analysis and Visualization with R and Python for Excel Data – A Case Study
  • Title: Extending Excel with Python and R. Unlock the potential of analytics languages for advanced data manipulation and visualization
  • Author: Steven Sanderson, David Kun
  • Original title: Extending Excel with Python and R. Unlock the potential of analytics languages for advanced data manipulation and visualization
  • ISBN: 9781804615546, 9781804615546
  • Date of issue: 2024-04-30
  • Format: Ebook
  • Item ID: e_3ved
  • Publisher: Packt Publishing