# Property Map

## 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](https://www.gov.uk/government/collections/price-paid-data)

- [English Indices of Deprevation 2025](https://www.gov.uk/government/statistics/english-indices-of-deprivation-2025)

- [Population by Ethnicity and Region 2021](https://www.ethnicity-facts-figures.service.gov.uk/uk-population-by-ethnicity/national-and-regional-populations/regional-ethnic-diversity/latest/#download-the-data)

- [Crime](https://data.police.uk/data/)