add deprerivation (affluency) data

README.md

@@ -45,12 +45,27 @@ task prepare
 
 ## Data Sources
 
-- [Price Paid](https://www.gov.uk/government/collections/price-paid-data)
+- [Price Paid](https://www.gov.uk/government/statistical-data-sets/price-paid-data-downloads)
 
 - [English Indices of Deprevation 2025](https://www.gov.uk/government/statistics/english-indices-of-deprivation-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](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/)
 
 - [Postcode -> GPS](https://www.arcgis.com/sharing/rest/content/items/077631e063eb4e1ab43575d01381ec33/data)
+
+Nice to haves?
+
+- <https://www.gov.uk/government/statistics/english-indices-of-deprivation-2025> - file 8!
+
+## Backend Data Sources
+
+- [UK Regions](https://www.ons.gov.uk/methodology/geography/ukgeographies/statisticalgeographies)
+![alt text](image.png)
+  - [Lower Level Super Output Area (LSOAs)](https://communitiesopendata-communities.hub.arcgis.com/datasets/4da63019f25546aa92a922a5ea682950_0/explore?location=51.506508%2C-0.041229%2C13.82)
+  - [Local Authority (Lower Tier)](https://communitiesopendata-communities.hub.arcgis.com/datasets/f3954cc3ded54a08b6fffbb361f5ee76_0/explore?location=52.522271%2C-2.489913%2C7.17)
+  - [Local Autheority (Upper Tier)](https://communitiesopendata-communities.hub.arcgis.com/datasets/6e8edb2974da4834bbafa09644a5b02d_0/explore?location=52.684195%2C-2.489482%2C7.17)
+- [Open Geography](https://geoportal.statistics.gov.uk/)
+- [CommunitiesOpenData](https://communitiesopendata-communities.hub.arcgis.com/)