We are pleased to announce the release of a new update to Harmony, our open source online platform for harmonising question items. This update includes a number of new features and bug fixes, designed to improve the user experience and make Harmony even more useful for researchers.
New features:
Complete reworking of the search functionality: The search functionality in Harmony has been completely rewritten to support Lucene-like queries. This means that you can now use wildcards, logical operators, parentheses, and negation to create precise and complex searches. You can also search by data field (instrument, question, or topic), and select matches by clicking them to build up a list of selected matches from multiple different queries.
Data fields do not need to be specified and by default all are searched.
Complete cosine similarity matrix: The complete cosine similarity matrix for the model is now provided on a second sheet in every exported Excel file. This can be useful for researchers who want to perform more advanced analyses of their data.
Integration to the Catalogue of Mental Health Measures: The integration to the MHC is now shown as a separate card at the top of the results list. This card shows topics for the entire results model, rather than individually for each match.
Rating popup: We have added a 5-star rating popup to Harmony. This allows you to rate your experience with the tool and provide feedback to help us improve it.
Bug fixes:
We hope that you enjoy using the new features and bug fixes in Harmony. Please let us know if you have any feedback or questions.
The update to Harmony is now available to all users. To try it, simply visit https://harmonydata.ac.uk/app.
Thank you for using Harmony!
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: Python examples Walkthrough Python notebook Example script to create a crosswalk table on real survey data Example script to strip prefixes from questions Documentation View the PDF documentation of the R package on CRAN
Upcoming Tech Talk: GenAI and LLMs night at Google London on 10 December 2024 We’re pleased to announce that the AI tool Harmony will be showcased at the upcoming GenAI and LLMs night at Google London on 10th December organised by AI Camp. Topic: Harmony, Open source AI tool for psychology research Speakers: Thomas Wood (Fast Data Science), Bettina Moltrecht (UCL) Date: 10th December 2024 See other Harmony events 8 October 2024: Harmony: a free online tool using LLMs for research in psychology and social sciences at AI|DL London 11 and 12 September 2024: Harmony at MethodsCon Futures in Manchester 2 July 2024: Harmony: NLP and generative models for psychology research at Pydata London 3 June 2024: Harmony Hackathon at UCL 5 May 2024: Harmony: A global platform for harmonisation, translation and cooperation in mental health at Melbourne Children’s LifeCourse Initiative seminar series.
