Tableau visualisations
For some of our reports, we have used Tableau visualisations to illustrate the data we have collected during our audit work.
The National Fraud Initiative in Scotland 2018/19

National Fraud Initiative data.
- View Tableau: Scottish Councils 2018-19 NFI Outcomes
- View Tableau: Scottish NHS 2018-19 NFI Outcomes
- Related report: The National Fraud Initiative in Scotland 2018/19
Local government in Scotland: Overview 2020

This report is the Accounts Commission's annual summary of the key challenges and performance issues faced by councils.
- View Tableau: Local government in Scotland: Overview 2020
- Related report: Local government in Scotland: Overview 2020
Local government in Scotland: Financial overview 2018/19

Councils' income, reserves and levels of debt.
- View Tableau: Local government in Scotland: Financial overview 2018/19
- Related report: Local government in Scotland: Financial overview 2018/19
NHS in Scotland 2019

National performance, sickness and turnover rates, prescription volume and health board expenditure per head.
- View Tableau: NHS in Scotland 2019
- Related report: NHS in Scotland 2019
NHS workforce planning - part 2

Number of GPs in post, absence and vacancy rates, and the projected gaps between the targeted number of GPs and how many there could be under different scenarios.
- View Tableau: NHS workforce planning - part 2
- Related report: NHS workforce planning - part 2
Scotland's colleges 2019

Credits delivered by age, level of study and mode of attendance, and attainment and retention information.
- View Tableau: Scotland's colleges 2019
- Related report: Scotland's colleges 2019
Local government in Scotland: Challenges and performance 2019

Spending and performance of services for individual councils, and public satisfaction with services.
- View Tableau: Local government in Scotland: Challenges and performance 2019
- Related report: Local government in Scotland: Challenges and performance 2019
Local government in Scotland: Financial overview 2017/18

Councils' income, reserves and levels of debt.
- View Tableau: Local government in Scotland: Financial overview 2017/18
- Related report: Local government in Scotland: Financial overview 2017/18
NHS in Scotland 2018

Trends in activity and demand, key performance standards and rates of sickness absence and turnover.
- View Tableau: NHS in Scotland 2018
- Related report: NHS in Scotland 2018
Scotland's colleges 2018

Make-up of the student body, attainment and retention levels and destinations for students.
- View Tableau: Scotland's colleges 2018
- Related report: Scotland's colleges 2018
Local government in Scotland: Challenges and performance 2018

Spending and performance of services for individual councils, and public satisfaction with services.
- View Tableau: Local government in Scotland: Challenges and performance 2018
- Related report: Local government in Scotland: Challenges and performance 2018
Local government in Scotland: Financial overview 2017

Councils' income, reserves and revenue costs of general fund borrowing.
- View Tableau: Local government in Scotland: Financial overview 2017
- Related report: Local government in Scotland: Financial overview 2017
NHS in Scotland 2017

Expenditure and cost pressures, demand for NHS services, overall performance standards and key public health indicators.
- View Tableau: NHS in Scotland 2017
- Related report: NHS in Scotland 2017
Transport Scotland's ferry routes

Passenger and vehicle numbers for individual ferry routes, along with statistics on reliability and punctuality for ferry routes in Scotland.
- View Tableau: Transport Scotland's ferry routes
- Related report: Transport Scotland's ferry routes
Scotland's colleges 2017

The 2017 overview of colleges in Scotland updates income and expenditure sources, the student population make-up, and attainment and retention levels from 2016.
- View Tableau: Scotland's colleges 2017
- Related report: Scotland's colleges 2017
NHS in Scotland 2016

Information about Scottish health boards' expenditure and savings, and performance and workforce indicators.
- View Tableau: NHS in Scotland 2016
- Related report: NHS in Scotland 2016
Scotland's colleges 2016

An overview of colleges in Scotland including income and expenditure sources, the student population make-up, and attainment and retention levels.
- View Tableau: Scotland's colleges 2016
- Related report: Scotland's colleges 2016
Maintaining Scotland's roads

The condition and state of trunk and local roads in Scotland.
- View Tableau: Maintaining Scotland's roads
- Related report: Maintaining Scotland's roads: a follow-up report
Major capital projects in councils

Councils' individual project status and capital spend.
- View Tableau: Major capital projects in councils
- Related reports: Major capital investments in councils, Overview of local government in Scotland 2016