Examples repository: Python and R

For users who have been using Harmony in their research, we have created an example scripts repository here

https://github.com/harmonydata/harmony_examples

This contains example R notebooks and Jupyter notebooks. You can upload your own example script if you have something to share with the research community.

Example problems that users have been solving included:

R examples

Walkthrough R notebook in R Studio:
Walkthrough R notebook in Google Colab:
R Markdown to Check for Correspondence between Differently Worded Versions of the Same Scale Item View on Github - credit to Deanna Varley
R Script to Check for Matches between Items from Different Scales View on Github - credit to Deanna Varley

Python examples

Documentation

View the PDF documentation of the R package on CRAN

'Send to Harmony' Chrome plugin

[Beta mode: we are currently testing this extension] We have developed a browser extension for Harmony called “Send to Harmony” which lets you send selected text to Harmony with a right-click. For PDFs, use the popup to paste your selected text. Send to Harmony enables users to send selected text to the Harmony Data Harmonization (https://harmonydata.ac.uk/) platform for analysis. This plugin provides a right-click or context menu item which allows users to easily bring text from into their harmonisations, making it easier to compare and analyze different measurement scales across research studies.

Harmony updates in March 2025

We have a number of exciting updates to Harmony including: some improvements to the R library which have been asked for by researchers around the world who have been using Harmony on studies in lots of different topics as well as making our own fine tuned large language model available in the web UI, which is José’s winning model from the DOXA challenge which ended on 10 January 2025. Harmony has its own Large Language Model!