Course Analytics - Wrangling FutureLearn Data With Python and R
Course Analytics - Wrangling FutureLearn Data With Python and R
About the Book
Writing your own reports and building your own dashboards from scratch takes time but this handy recipe book contains a handy selection of code fragments and functions for creating your own reports and interactive dashboards.
Using Jupyter notebooks and RStudio, this book shows you how to get started creating your own data analysis and reporting toolkit with just a few lines of code using Python or R.
The recipes include all you need to get started, even without programming experience. But if you do feel as if you need some programming practice first, why not sign up for the [Learn to Code for Data Analysis](https://www.futurelearn.com/courses/learn-to-code) FutureLearn course, which introduces you to the Python package and many of the Python programming techniques used in this book.
License
About the Author
Table of Contents
-
- Introduction
-
Part 1 - Jupyter Notebook Recipes (Python / pandas)
-
FutureLearn Stats Recipes - Jupyter Notebooks
- Initialisation
- Loading the Data
- Notable Dates and Steps
- Simple Reporting
- Enrolment Summaries
- Adding in Some Step Intelligence
- Step Intelligence - Activity Measures
- Step Intelligence - Social Activity in More Detail
- Reporting on Social Activity
- Exploring Study Sessions and the Time Spent in a Study Session
- Scheduling Support
- Quiz Diagnostics
- Summary
-
FutureLearn Stats Recipes - Jupyter Notebooks
The Leanpub 60 Day 100% Happiness Guarantee
Within 60 days of purchase you can get a 100% refund on any Leanpub purchase, in two clicks.
Now, this is technically risky for us, since you'll have the book or course files either way. But we're so confident in our products and services, and in our authors and readers, that we're happy to offer a full money back guarantee for everything we sell.
You can only find out how good something is by trying it, and because of our 100% money back guarantee there's literally no risk to do so!
So, there's no reason not to click the Add to Cart button, is there?
See full terms...
80% Royalties. Earn $16 on a $20 book.
We pay 80% royalties. That's not a typo: you earn $16 on a $20 sale. If we sell 5000 non-refunded copies of your book or course for $20, you'll earn $80,000.
(Yes, some authors have already earned much more than that on Leanpub.)
In fact, authors have earnedover $13 millionwriting, publishing and selling on Leanpub.
Learn more about writing on Leanpub
Free Updates. DRM Free.
If you buy a Leanpub book, you get free updates for as long as the author updates the book! Many authors use Leanpub to publish their books in-progress, while they are writing them. All readers get free updates, regardless of when they bought the book or how much they paid (including free).
Most Leanpub books are available in PDF (for computers) and EPUB (for phones, tablets and Kindle). The formats that a book includes are shown at the top right corner of this page.
Finally, Leanpub books don't have any DRM copy-protection nonsense, so you can easily read them on any supported device.
Learn more about Leanpub's ebook formats and where to read them
