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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Mastering Survey Data Analysis with Harmony - A Smart Guide

Mastering Survey Data Analysis with Harmony - A Smart Guide

Comparing Apples to Oranges: How to Analyse Two Completely Different Surveys So, you’ve created a survey (or multiple surveys), convinced people to take part and answer your questions, and have received the results. Great job! Yet, the real test comes when it’s time to make sense of these survey findings. Today, we’ll take a look at why you need surveys, how to design effective surveys, how to analyse survey data, how to analyse survey data with multiple responses, and how to do data harmonisation when you’re dealing with multiple surveys.

Data harmonisation tools and frameworks in 2024

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Data Harmonisation Tools – Overview Organisations typically collect data from multiple sources and for many different reasons. This data comes in various forms and formats – for example, it may be coming from market research, customer research or inter-organisation departments. Data harmonisation, an advanced technique used to make sense of all the raw data collected and uses for research purposes, becomes necessary in this case, but unless it is incorporated effectively, organisations might miss the full, holistic view of business performance that they wish to gain.

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