How we collect, prepare, and analyse UK public data
UKPublicdata.co.uk follows a transparent and consistent methodology to ensure that all published education data is accurate, understandable, and useful. This page explains how datasets are sourced, processed, and analysed on our platform.
1. Data Collection
We collect education-related datasets from official UK government and public sector sources, including departments, agencies, and publicly funded bodies responsible for education data.
Our sources include, but are not limited to:
UK government departments
Arm’s-length bodies and regulators
Publicly funded education authorities
All data is obtained from publicly accessible sources and published under open licences, primarily the Open Government Licence (OGL) v3.0.
2. Data Cleaning & Preparation
Raw public datasets often contain inconsistencies, missing values, or formats that are difficult to use. Before publication, we carry out structured data preparation, which may include:
Standardising names, dates, and categories
Removing duplicate or incomplete records where appropriate
Organising fields for consistency across datasets
Converting data into searchable and readable formats
No original records are altered or created. Cleaning is performed solely to improve clarity and usability.
3. Data Analysis
We analyse datasets to help users understand patterns, trends, and key characteristics within UK education data.
Our analysis may include:
Summary statistics and counts
Comparisons across time, regions, or categories
Identification of notable changes or outliers
Plain-English interpretation of findings
Analysis is descriptive and informational. We do not provide predictions, policy recommendations, or legal advice.
4. Presentation & Visualisation
To improve accessibility, we present data using:
Searchable tables and filters
Simple charts or summaries where appropriate
Clear headings and consistent structure
Our aim is to reduce complexity and help users quickly find relevant information.
5. Accuracy & Limitations
6. Updates & Revisions
Datasets are reviewed and updated when new versions are released by the original source. Significant changes or revisions are reflected clearly on the relevant dataset page.
7. Independence & Transparency
UKPublicdata.co.uk is an independent platform. We do not represent the UK government or any public authority, and no endorsement is implied.
All analysis and presentation are carried out independently and transparently.