Research data

1.Land Registry datasets

• Land Registry house price data

Transaction price, transaction date, property type.

• INSPIRE Index Polygons spatial data

Building plot

2.Ordnance Survey (OS) datasets

• OS AddressBase Plus
• OS MasterMap Topography Layer
• OS MasterMap Integrated Transport Network (ITN) Layer
• OS VectorMap District (VMD)
• OS Building Heights

• OS MasterMap Sites Layer

3.Ministry of Housing, Communities & Local Government (MHCLG) datasets

• Domestic Energy Performance Certificates (Domestic EPCs)
• English Housing Survey
• English Local Authority Green Belt Dataset

• English indices of deprivation 

4. ONS Open Data

• National Statistics Postcode Lookup (NSPL)
• Census 2011

5. The Department for Work and Pensions (DWP) datasets

• Family Resources Survey

6.Other dataset

• Zoopla dataset in England (2010-2017)
• Stamp Duty rates
• Geolytix retail points GeoData
• GetTheData: Open Flood Risk by Postcode
• Flood Risk Areas
• Schools in England
• School establishment data

• State-funded school inspections and outcomes

• National Public Transport Access Nodes (NaPTAN)
• GB Rail GTFS (General Transit Feed Specification) data
• Estimates of station usage 2017-18 (11 December 2018 version)
• The national rail route diagram map(June 2019)
• The national rail train operators map
• London Connections Map
• Estimates of station usage 2017-18
• London Tube Map (December 2019)
• Train fares data
• The areas reachable from each railway station in England at 7a.m. within 15 minutes, 30 minutes, 60 minutes, 75 minutes, 90 minutes, 105 minutes, and 120 minutes, by public transport were extracted from the TravelTime Platform