harmony

Troubleshooting Harmony

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Troubleshooting Harmony

Troubleshooting Harmony

Harmony didn’t find anything in my PDF

Harmony tends to perform better if you upload a file with item numbers.

If there are are no question numbers in the instrument, it’s very hard for Harmony to distinguish question text from other content such as the copyright information. Click here to see an example PDF with question numbers included.

Also, if your PDF is a scanned document, please see if you can find a fully digitised (OCR’ed) version of the document.

We suggest either finding a file with question numbers or better quality content. Or try a different file format such as Word, Excel or CSV. We have guidance on formatting your files for Harmony.

Harmony supports:

  • Word
  • Excel
  • CSV
  • PDF - however if you are having problems parsing PDFs please try another format.

Finally, feel free to raise an issue to let us know that your PDF isn’t being parsed. Please also share the PDF in question.

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Pydata on 2 July

Pydata on 2 July

Harmony at PyData London - 86th Meetup Update: you can download the slides from the presentation here Topic: NLP and generative models for psychology research Thomas Wood will present our work on Harmony, harmonydata.ac.uk, which is a free online 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”.

Data Harmonisation in Education

Data Harmonisation in Education

Data Harmonisation in Education: Overview The term ‘harmonisation’ has often been used in different contexts – for example, to describe similar phenomena, such as collaboration, coherence, alignment, integration, partnership, etc. However, we might argue that these concepts might do nothing more than indicate the extent and scale of integration among different entities when it comes to regional cooperation. Now, the underlying degree of interaction between all the players involved can run a lot deeper and tighter when we transition from collaboration, partnership, and cooperation to integration, community, harmonisation, and interdependence.

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