UK AI Economic Measurement Lab
An independent research prototype exploring how artificial intelligence could be identified and measured within UK National Accounts frameworks.
Open to try
Independent research
Data analysis, dashboards and research
Data analysis, dashboards and research that answer your questions
Turn data you already hold into clear answers. I clean and check it, analyse it with the right method, and present the results in a report or dashboard your team can use without a statistics degree.
Who it is for
Is this right for you?
- Organisations with spreadsheets or exports nobody has time to analyse
- Managers who need a regular report or dashboard they can trust
- Teams with survey results to clean, analyse and write up
What I can help with
Typical projects
Data cleaning and quality checks
Find and fix duplicates, gaps, unit errors and inconsistent categories, with a record of every change.
Analysis
Descriptive and statistical analysis in SQL, R, Python or Excel: trends, comparisons, drivers and forecasts, with assumptions stated.
Dashboards
Power BI, Tableau or web dashboards built around the decisions your team makes each week.
Survey analysis
Questionnaire data cleaned, weighted where appropriate, analysed and written up in plain English.
Research and evaluation
Economic research and evaluation of outcomes and impact, with methods, assumptions and limitations stated.
Reporting automation
Recurring reports produced automatically from your data, so the numbers are consistent every month.
What you receive
- A short data-quality summary
- Analysis with methods and assumptions stated
- Charts that follow accessibility good practice
- A written summary for non-specialists
- Reusable code, queries or workbook
- A walkthrough session on request
Tools I use
- SQL
- R
- Python (pandas, statsmodels)
- Excel
- Power BI
- Tableau
- Streamlit
What I will need from you
- The question you need answered
- Access to the data, or a sample to start
- Who will read the results
- Any data-protection constraints (personal data stays out of shared samples)
Examples
Related work
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Process
How it works
Understand
Clarify the problem, users and desired outcomes.
Plan
Define the requirements, data needs and project scope.
Build and validate
Develop the solution and check it against agreed requirements.
Launch and support
Prepare handover and agree any ongoing support.
Questions
Frequently asked questions
What data can you work with?
Spreadsheets (Excel, CSV), database exports and survey-platform exports are typical. If you are unsure, describe what you have and I will tell you what is feasible.
How do you handle personal or sensitive data?
How data is shared and protected is agreed before anything is sent. Wherever possible I work with the minimum data needed or an anonymised extract.
Do I need Power BI or Tableau licences?
Not necessarily. Dashboards can be built in a tool your organisation already uses, in Excel, or as a web dashboard; licensing is your choice.
How much does it cost?
Every project is quoted in writing after a short discovery conversation. No fixed prices are published.
Have data you need to make sense of?
Tell me what you need and where you are starting from. I will reply with questions or next steps. No obligation.