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Mental Health Care In Scotland: Dashboard

Introduction

This project is made up of an interactive dashboard supporting basic exploratory analysis of data relating to mental health care in Scotland.

Aim/Purpose

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.

Data Sources

Downloaded May & June 2023

Public Head Scotland: Mental Health Inpatient Activity

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.

Key Skills

  • Data Cleaning
  • Data Wrangling
  • Exploratory Data Analysis
  • Data Visualisation
  • Dashboard Development

Languages/Tools Used

Languages

  • R
  • RShiny
  • HTML
  • CSS
  • Regex
  • R Markdown

R Packages

  • tidyverse
  • janitor
  • testthat
  • here

Software/Technologies

  • RStudio
  • Git
  • Github

Areas for Future Development

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.