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title: "Mastering Survey Data Analysis with Harmony - A Smart Guide"
description: "Unlock the secrets of survey data with Harmony. Learn how to analyse and harmonise data for insightful decisions in our comprehensive guide."
date: 2024-04-09
categories: ["data"]
image: "/images/world.png"
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title: Back To The Future – Retrospectively Harmonizing Questionnaire Data
description: Now more than ever, the international research community are keen to determine whether their findings replicate across different contexts. For ...
date: 2022-11-10
categories: ["psychology"]
image: /images/blog/to-do-g9c7aee9ed_1920-1536x974.jpg
aliases: "/blog/back-to-the-future-retrospectively-harmonizing-questionnaire-data"
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1 change: 1 addition & 0 deletions content/en/blog/combining-multiple-survey-sources.md
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Expand Up @@ -3,6 +3,7 @@ title: "Combining Multiple Survey Sources - Best Practices"
Discription: "In the ever-evolving landscape of data-driven decision-making, the art of harmonizing content from multiple survey sources has become increasingly vital. This blog post delves into the best practices for combining diverse survey datasets, ensuring reliability, validity, and insightful analysis. Drawing on established research methodologies, we aim to guide readers through the intricate process of data integration."
date: 2024-02-27
author: "Vidhya Sudani"
categories: ["data"]
image: "/images/12- Combining multiple survey sorces - the best practices list.svg"

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1 change: 1 addition & 0 deletions content/en/blog/community.md
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title: Community
description: Join the Harmony community!
date: 2024-01-25
categories: ["community"]
image: /images/discord.jpg
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1 change: 1 addition & 0 deletions content/en/blog/contribute-open-source-project.md
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title: How can I contribute to an open source project?
description: Semantic text matching is a task in natural language processing involving estimating the semantic similarity between two texts. For exam...
date: 2024-01-06
categories: ["development"]
image: /images/coder.png
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1 change: 1 addition & 0 deletions content/en/blog/contributing.md
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title: Contributing to Harmony
description: Want to help develop Harmony?
date: 2023-12-22
categories: ["development"]
image: /images/join-open-source-project.png
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1 change: 1 addition & 0 deletions content/en/blog/data-harmonisation-examples-business.md
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title: "10 Data Harmonisation Examples That Move Businesses and Organisations Forward"
description: "Unlock Data Harmonisation with Harmony: Transform Your Research & Analysis. Explore Harmony for seamless data harmonisation. Dive into our guide on using this tool to enhance research, attract collaborations, and drive insights."
date: 2024-02-27
categories: ["data"]
image: "/images/01- X Data harmonization examples that move businessess and organizations forward.svg"
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1 change: 1 addition & 0 deletions content/en/blog/data-harmonisation-healthcare.md
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Expand Up @@ -3,6 +3,7 @@ title: "Data Harmonisation in Healthcare: From Public to Private Records"
Discription: "Data harmonisation in healthcare is a critical process aimed at integrating disparate data sources to streamline patient care and enhance research quality. This blog explores the essence, methodologies, impacts, and initiatives surrounding data harmonisation, highlighting its pivotal role in the healthcare sector."
date: 2024-03-19
author: "Vidhya Sudani"
categories: ["data"]
image: "/images/20- Data harmonization in healthcare - from public to private records.svg"

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1 change: 1 addition & 0 deletions content/en/blog/data-harmonisation-marketing.md
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Expand Up @@ -3,6 +3,7 @@ title: "Data Harmonisation for Marketing Success: Strategies and Insights"
Discription: "In an era where data is the new oil, marketing strategies are increasingly fueled by the accurate, harmonious integration of diverse data sources. This blog post explores the pivotal strategies for data harmonisation in marketing to improving equity through data insights."
date: 2024-03-26
author: "Vidhya Sudani"
categories: ["data"]
image: "/images/21- Data harmonization for marketing purposes - the strategies for success.svg"

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Expand Up @@ -3,6 +3,7 @@ title: "Data Harmonisation: Steps, Techniques, and Best Practices"
Discription: "Data harmonisation is a critical process in data management that involves combining data from different sources, ensuring consistency, and improving data quality for better analysis and decision-making. This comprehensive guide outlines the steps, techniques, and best practices for effective data harmonisation."
date: 2024-02-06
author: "Vidhya Sudani"
categories: ["data"]
image: "/images/04- Data harmonization steps, techniques and best practices.svg"

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1 change: 1 addition & 0 deletions content/en/blog/data-harmonisation-tools-frameworks.md
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title: "Data harmonisation tools and frameworks in 2024"
description: "Harmonised data refers to the standardisation of disparate data formats, schemas, and structures across different sources to enable seamless integration and analysis. It's crucial for enhancing data quality, facilitating integration, improving decision-making, and increasing operational efficiency."
date: 2024-04-02
categories: ["data"]
image: "/images/06- Data harmonisation tools and frameworks in 2024.svg"
url: "/data-harmonisation-tools-frameworks"
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1 change: 1 addition & 0 deletions content/en/blog/data-harmonisation.md
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title: "What is data harmonisation - and why it matters in 2024"
description: While this data can be a valuable asset, it often comes in different formats, structures, and standards, making it challenging to analyze, share, and extract meaningful insights. This is where the concept of **data harmonisation** comes into play. In this article, we will explore what data harmonisation is, why it is important, and how it can benefit organizations and society as a whole.
date: 2024-01-23
categories: ["data"]
image: "/images/02- What is data harmonization - and why it matters in 2024.svg"
url: /data-harmonisation-unifying-data-for-deeper-insights/
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1 change: 1 addition & 0 deletions content/en/blog/data-standardisation-vs-harmonisation.md
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description: "In an era where data drives decisions in business and science, understanding the nuances of data standardisation and harmonisation is crucial. This post explores these concepts, particularly highlighting their significance in the context of the Harmony tool."
date: 2024-01-30
author: "Vidhya Sudani"
categories: ["data"]
image: "/images/03- Data standartisation vs harmonisation - the right things at the right times.svg"
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1 change: 1 addition & 0 deletions content/en/blog/developer-guide.md
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title: Developer guide
description: Want to help develop Harmony?
date: 2024-02-29
categories: ["development"]
image: "images/08- Questionnaire data analysis the smart way.svg"
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1 change: 1 addition & 0 deletions content/en/blog/file-formatting-guidance.md
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title: Formatting help
description: How to fix problems in Harmony
date: 2023-12-07
categories: ["users"]
image: /images/formatting-min.jpg
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1 change: 1 addition & 0 deletions content/en/blog/harmonised-data.md
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title: "Harmonised Data"
description: "Harmonised data refers to the standardisation of disparate data formats, schemas, and structures across different sources to enable seamless integration and analysis. It's crucial for enhancing data quality, facilitating integration, improving decision-making, and increasing operational efficiency."
date: 2024-03-26
categories: ["data"]
image: "/images/05- What is truly harmonized data - the practical overview.svg"

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1 change: 1 addition & 0 deletions content/en/blog/harmony-cran.md
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title: "Harmony: Natural Language Processing Tool for Item Harmonisation is now on CRAN"
description: Semantic text matching is a task in natural language processing involving estimating the semantic similarity between two texts
date: 2023-09-06
categories: ["development"]
image: "https://raw.githubusercontent.com/harmonydata/.github/main/profile/harmony_cran.gif"
aliases: "/blog/harmony-cran"
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title: Harmony Going Forward
description: Yesterday the Harmony team received the wonderful news that we are given the chance to continue working on Harmony for another six months, after which we c...
date: 2023-02-09
categories: ["harmony"]
image: /images/blog/noah-buscher-x8ZStukS2PM-unsplash-1536x880.jpg
aliases:
- /blog/harmony-going-forward/
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1 change: 1 addition & 0 deletions content/en/blog/harmony-multilingual.md
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title: Harmony supports over 8 languages!
description: How we are handling multiple languages in the Harmony project
date: 2023-08-19
categories: ["nlp"]
image: /images/multilingual.png
aliases:
- /harmony-supports-8-languages
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1 change: 1 addition & 0 deletions content/en/blog/harmony-questionnaire.md
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title: Harmony Questionnaire
description:
date: 2022-11-10
categories: ["harmony"]
image: /images/blog/pexels-alex-green-5699458-300x200.jpg
aliases: "/blog/harmony-questionnaire/"
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1 change: 1 addition & 0 deletions content/en/blog/harmony-r.md
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title: Harmony R released!
description: You can run Harmony in R
date: 2023-08-21
categories: ["development"]
image: /images/r.png
---

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1 change: 1 addition & 0 deletions content/en/blog/harmony-tidal-workshop.md
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title: Harmony and TIDAL workshop
description: Collaborating with another team in the Wellcome Trust Data Prize
date: 2023-08-18
categories: ["harmony"]
image: /images/harmony-tidal-workshop.jpg
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1 change: 1 addition & 0 deletions content/en/blog/harmony_r_example.md
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title: "Harmony R notebook R markdown example"
description: R notebook demo of Harmony
date: 2023-10-01
categories: ["development"]
image: "/images/r_studio_screenshot.png"
---

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title: Share your harmonisations on social media!
description: Harmony lets you export to other platforms such as Twitter, LinkedIn.
date: 2023-08-20
categories: ["harmony"]
image: /images/share_dialog.png
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title: "Harmony update: new features and bug fixes"
description: "Harmony update: new features and bug fixes"
date: 2023-10-04
categories: ["development"]
image: "/images/blog/Screenshot-from-2023-07-12-21-28-48-1536x933.png"
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1 change: 1 addition & 0 deletions content/en/blog/how-does-harmony-work.md
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title: How Does Harmony Work?
description: When you input two questionnaires into Harmony, such as the GAD-7 and Beck’s Anxiety Inventory, Harmony is able to match similar quest...
date: 2022-11-03
categories: ["nlp"]
image: /images/blog/harmony-1.png
aliases: "/blog/how-does-harmony-work"
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title: How Far Can We Go With Harmony? Testing On Kufungisisa, A Cultural Concept Of Distress From Zimbabwe
description: Many psychologists believe that mental illnesses can vary across cultures. In 1904, Emil Kraepelin initiated the field of comparative psychiatry after studying mental health disorders in Java....
date: 2023-04-02
categories: ["nlp"]
image: /images/blog/ccd.png
aliases: ['/blog/how-far-can-we-go-with-harmony-testing-on-kufungisisa-a-cultural-concept-of-distress-from-zimbabwe']
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---
title: "Ideas"
date: 2024-02-04
categories: ["development"]
image: "/images/world.png"
---

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title: "Harmony on Kaggle"
date: 2024-02-01
categories: ["development"]
image: "/images/kaggle.jpg"
aliases: "/kaggle"
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title: The importance of marketing for open science
description: How we are approaching marketing in the Harmony project
date: 2023-01-15
categories: ["harmony"]
image: /images/blog/marketing.jpg
aliases:
- "/blog/marketing/"
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title: Measuring The Performance Of NLP Algorithms
description: "Harmony was able to reconstruct the matches of the questionnaire harmonisation tool developed by McElroy et al in 2020 with the following AUC scores: chil..."
date: 2023-02-25
categories: ["nlp"]
image: /images/blog/roc.png
aliases: "/blog/measuring-the-performance-of-nlp-algorithms/"
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---
title: Harmony Orientation Session
date: 2024-02-09
categories: ["harmony"]
image: /images/discord2.jpg
---

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title: PPIE For Secondary Data Analysis
description: "Harmony was able to reconstruct the matches of the questionnaire harmonisation tool developed by McElroy et al in 2020 with the following AUC scores: chil..."
date: 2022-11-09
categories: ["psychology"]
image: /images/blog/joanna-kosinska-1_CMoFsPfso-unsplash-1536x1025.jpg
---

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title: "News coverage"
description: Any news coverage about Harmony
date: 2024-02-21
categories: ["harmony"]
image: "/images/world.png"
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1 change: 1 addition & 0 deletions content/en/blog/radio-podcast-about-wellcome-data-prize.md
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title: Radio Podcast About Wellcome Data Prize
description: Wellcome Data Prize Featured on Smile 90.4FM
date: 2023-02-11
categories: ["harmony"]
image: /images/blog/pexels-scott-webb-29049.jpg
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1 change: 1 addition & 0 deletions content/en/blog/releasing-harmony-api.md
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title: Releasing Harmony API
description: Semantic text matching is a task in natural language processing involving estimating the semantic similarity between two texts. For exam...
date: 2023-06-07
categories: ["development"]
image: /images/blog/harmony_api.png
aliases: "/blog/releasing-harmony-api/"
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title: Running Harmony In Your Browser With No Internet Connection
description: Here’s a quick start guide to running Harmony. These instructions are for the complete version of Harmony including the graphical browser-based tool which is available onlin...
date: 2023-07-12
categories: ["development"]
image: /images/blog/Screenshot-from-2023-07-12-21-28-48-1536x933.png
aliases: "/blog/running-harmony-in-your-browser-with-no-internet-connection"
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title: Semantic Text Matching With Deep Learning Transformer Models
description: Semantic text matching is a task in natural language processing involving estimating the semantic similarity between two texts. For exam...
date: 2023-02-08
categories: ["nlp"]
image: /images/blog/gad7-becks.jpg
aliases: ['/blog/semantic-text-matching-with-deep-learning-transformer-models']
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title: Sign Up To Test Harmony
description: We are running workshops to test Harmony – see the signup link here.
date: 2023-06-28
categories: ["harmony"]
image: /images/blog/Social-media-posts_LinkedIn_06.png
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title: Making Harmony sustainable long-term
description: How we can make sure the Harmony project survives after the Wellcome Trust Mental Health Data Prize
date: 2023-11-01
categories: ["psychology"]
image: /images/blog/sustainability.png
aliases: ["/blog/sustainability"]
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Expand Up @@ -3,6 +3,7 @@ title: "Tabulating Questionnaire and Survey Result Data"
Discription: "Tabulating questionnaires and survey results is an essential skill for researchers, marketers, educators, and many professionals. This process involves organizing and summarizing the collected data to make it understandable and actionable. This article will guide you through the steps of tabulating survey results, including some best practices and a practical exercise to help solidify your understanding."
date: 2024-03-05
author: "Vidhya Sudani"
categories: ["data"]
image: "/images/14- How to tabulate questionnaires and survey result data.svg"

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title: Harmony issue tracker
description: Want to track issues on Harmony's development?
date: 2024-03-01
categories: ["development"]
image: "images/08- Questionnaire data analysis the smart way.svg"
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title: Troubleshooting Harmony
description: How to fix problems in Harmony
date: 2023-12-07
categories: ["harmony"]
image: /images/troubleshooting.png
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title: What features would you like to see in Harmony?
description: Click here to view other people’s responses.
date: 2024-02-11
categories: ["psychology"]
image: /images/blog/how_can_harmony_help_you.png
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Expand Up @@ -3,6 +3,7 @@ title: "What is Truly Harmonized Data: A Practical Overview"
description: "Harmonized data refers to the standardization of disparate data formats, schemas, and structures across different sources to enable seamless integration and analysis. It's crucial for enhancing data quality, facilitating integration, improving decision-making, and increasing operational efficiency."
date: 2024-02-13
author: "Vidhya Sudani"
categories: ["data"]
image: "/images/05- What is truly harmonized data - the practical overview.svg"

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