Harmony News
Harmony launches on Kaggle! We are proud to have launched our first competition on Kaggle! The primary challenge of this competition is to develop an AI tool or method that can accurately extract questionnaire questions from documents, primarily PDFs. This competition offers a unique opportunity for participants to contribute to the field of natural language processing and document analysis as well as open source for social science while developing solutions that have real-world applications.
Data Standardisation vs Harmonisation: The Right Things at the Right Times In the evolving landscape of data management, two concepts often come to the forefront: data standardisation and data harmonisation. Both play critical roles in how organisations manage and utilise their data, but they serve different purposes and are applicable in various contexts. This article delves into the nuances of each concept, particularly focusing on their significance in business and scientific environments.
Data Harmonisation: Unifying Data for Deeper Insights What is Data Harmonisation? In today’s data-driven world, data harmonisation has become increasingly important. With data coming from disparate sources, it’s essential to ensure that this information is consistent, accurate, and usable. For example, in a large study in social sciences, such as a longitudinal study or meta-analysis, it is common that a researcher may want to combine data from different studies. We can make data comparable by recoding variables from different studies, modifying them, or identifying which variables in one study match variables in another study.
How can I contribute to an open source project? Your guide to contributing to open source projects Are you feeling intimidated by the thought of stepping into the world of open source contributions? You don’t have to be an expert to help. You might find this guide helpful: https://opensource.guide/how-to-contribute as well as the Reddit Opensource community. 1. Start small, think big: Don’t feel pressured to tackle the most complex issues right away.
Contribute to the Harmony open source NLP project Are you a scientist, researcher, data wrangler, or language maestro? Harmony needs YOU! We’re always looking for talented individuals to join our team. Contribute to our open-source code: Whether you’re a seasoned developer or a curious newbie, your contributions are valued. Join the conversation: Join our Discord server, or follow us on Twitter, LinkedIn, and other social media channels. Getting started Participating in an open source project can be very rewarding.
How should I format my file for Harmony? Harmony supports the following file types: Word - download an example Word doc formatted for Harmony Excel - download an example Excel spreadsheet formatted for Harmony with two tabs for two questionnaires CSV - download an example tab separated CSV file formatted for Harmony PDF - download an example tabular PDF document formatted for Harmony If you want to upload multiple questionnaires in a single file, you can use Excel format and put them in separate tabs.
