Property Map

Dev setup

curl -1sLf 'https://dl.cloudsmith.io/public/task/task/setup.deb.sh' | sudo -E bash
task prepare

Area

1. 45 min commute (perhaps near train station)

   • elizabeth line
   • train frequency
   • train strikes

2. affluency scores

   • crime rates - violent, antisocial
   • good rated schools?
   • employment rates / medium income
   • health
   • ethnic group - https://datashine.org.uk/#table=QS201EW&col=QS201EW0002&ramp=YlOrRd&layers=BTTT&zoom=14&lon=-0.0143&lat=51.5010

3. services

   • driving distance within several schools
   • city/town centre within 10-15 min drive
   • gp
   • bigger town/city centre than bath/york/oxford

4. ambiance

   • nature / greenery within 5 mins walk
   • not noisy (e.g. right next to A/B roads or highstreet)

5. fibre optic availability

6. between london and bournemouth ish

7. [Y] historical prices

8. current listings

Action plan

1. use openstreetmap api to get the map

Data Sources

• Price Paid

• English Indices of Deprevation 2025

  • The English Indices of Deprivation (IoD25) measure relative levels of deprivation in 33,755 small areas or neighbourhoods, called Lower-layer Super Output Areas (LSOAs), in England.

• Population by Ethnicity and Region 2021

• Crime

• Postcode -> GPS

Nice to haves?

• https://www.gov.uk/government/statistics/english-indices-of-deprivation-2025 - file 8!

Backend Data Sources

• UK Regions
  • Lower Level Super Output Area (LSOAs)
  • Local Authority (Lower Tier)
  • Local Autheority (Upper Tier)
• Open Geography
• CommunitiesOpenData
• PlanetOSM for open street map POI
• TFL api
• EPC - https://epc.opendatacommunities.org/downloads/domestic

rightmove: curl 'https://www.rightmove.co.uk/api/property-search/listing/search?searchLocation=E14&useLocationIdentifier=true&locationIdentifier=OUTCODE%5E749&buy=For+sale&radius=20.0&_includeSSTC=on&index=0&sortType=2&channel=BUY&transactionType=BUY'

curl 'https://www.onthemarket.com/async/search/properties-v2/?search-type=for-sale&location-id=e13&view=map-list'