https://github.com/public-health-scotland/phs-dq-dashboard

Code for the PHS data quality dashboard, built in RShiny. The dashboard contains exploratory analysis on Scottish Morbidity Records data with a focus on data quality.
https://github.com/public-health-scotland/phs-dq-dashboard

Last synced: 6 days ago
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Code for the PHS data quality dashboard, built in RShiny. The dashboard contains exploratory analysis on Scottish Morbidity Records data with a focus on data quality.

• Host: GitHub
• URL: https://github.com/public-health-scotland/phs-dq-dashboard
• Owner: Public-Health-Scotland
• Created: 2021-04-01T15:51:11.000Z (over 3 years ago)
• Default Branch: main
• Last Pushed: 2023-02-02T13:37:00.000Z (almost 2 years ago)
• Last Synced: 2024-05-29T18:45:47.574Z (6 months ago)
• Language: R
• Homepage:
• Size: 20.6 MB
• Stars: 0
• Watchers: 3
• Forks: 0
• Open Issues: 4
• Metadata Files:
  • Readme: README.md

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README

        
# Data Quality Dashboard

*Under development* 

The Data Quality dashboard combines data quality metrics produced across multi-disciplinary teams in Public Health Scotland. This dashboard currently focusses on the SMR (Scottish Morbidity Records) dataset with detail on completeness, timeliness, accuracy audits, and investigative work in coding discrepencies/issues. This dashboard will be useful across internal PHS work but also across the NHS and beyond. 

## Project Structure

The project follows a simple structure for maintainability which is outlined below:

```

├── app                     // code for building R shiny app

| ├── code                  // data pipelining and other supporting code 

| ├── functions             // functions used across the code

| ├── www                   // app accessible static content

├── docs                    // documents relating to development and maintenance

├── .gitignore              // gitignore file

└── README.md               // this

```

## Contribution & Maintenance

This project has been developed by the teams: Data Quality Assurance, Data Monitoring, and Terminology Services in Public Health Scotland. [Maiana Sanjuan](https://github.com/maiana-sanjuan) is the primary developer and contact. A [developer's guide](https://github.com/Public-Health-Scotland/dqa_dashboard/blob/main/docs/development_guide.Rmd) has also been written with specific details on all of the code. For any other contributions, please open an [issue here](https://github.com/Public-Health-Scotland/dqa_dashboard/issues/new).