This project is made up of an interactive dashboard supporting basic exploratory analysis of data relating to mental health care in Scotland.
The app has been created for learning purposes only. I developed the initial version during my free time while completing the CodeClan Professional Data Analysis Course. It serves as a tool for personal development and to demonstrate relevant data analysis skills.
Downloaded May & June 2023
Public Head Scotland: Mental Health Inpatient Activity
- Link: https://www.opendata.nhs.scot/dataset/mental-health-inpatient-activity
- License: UK Open Government Licence (OGL)
All figures displayed are a combined total of SMR01 and SMR04 entries. For more information on how these records are compiled, please see the PHS publication on 'Mental Health Inpatient Activity', here.
- Data Cleaning
- Data Wrangling
- Exploratory Data Analysis
- Data Visualisation
- Dashboard Development
- R
- RShiny
- HTML
- CSS
- Regex
- R Markdown
- tidyverse
- janitor
- testthat
- here
- RStudio
- Git
- Github
This project remains a work in progress and there are a number of additional features planned. A selection of these have been provided below:
- The addition of an insights tab highlighting key insights derived from the data.
- The option for users to output data as a data table using
gt tables. - The ability to edit plot display settings.
- The addition of validation to display an instructional message in the
mainPanel()prior to the user submitting their initial inputs.