Above: video of Thomas Wood presenting Harmony at the Pydata on 27 March 2024
Update: you can download the slides from the presentation here
Link to the meet up: Meetup.com.
I will present our work on Harmony, harmonydata.ac.uk, which is a free online AI research tool that uses generative AI and LLMs to help psychologists analyse datasets. It uses Python, Pandas and HuggingFace Sentence Transformers to find similarities between questionnaires.
Psychologists and social scientists often have to match items in different questionnaires, such as “I often feel anxious” and “Feeling nervous, anxious or afraid”.
This is called harmonisation.
Harmonisation is a time consuming and subjective process. Going through long PDFs of questionnaires and putting the questions into Excel is no fun.
We’ve been working on an open source Python library and free web tool called Harmony which uses natural language processing and generative AI models to help researchers harmonise questionnaire items, even in different languages.
Fast Data Science is a leading data science consultancy firm providing bespoke machine learning solutions for businesses of all sizes across the globe. With a focus on innovation and collaboration, Fast Data Science empowers businesses to leverage the transformative power of data.
Looking for experts in Natural Language Processing? Post your job openings with us and find your ideal candidate today!
Post a Job
Fast Data Science are pleased to announce the release Clinical Trial Data Lookup plugin for Google Sheets. It lets you look up data for multiple clinical trials by NCT ID and fills out information such as condition, sponsor, endpoints, or protocol URL in different columns.
Why are product returns a problem? Large businesses like Amazon can swallow the cost of product returns, and generally account for it, but if you’re running a small business a single return can be very expensive. However, product returns can be a major problem for small and large businesses and it is helpful to identify when this is likely to occur.
What we can do for you
