UK Property - Tooting Bec
0. Process
We first identify areas of interest.
then fetch shape files and kml files for those areas and subdivisions of interests such as wards of the borough of Wandsworth (22 number).
then we download postcodes for Uk (2.8 million) and narrow the postcode list to those for London
then download deprivation data (10 = least deprived and 1= most deprived) that is based on seven indicators that include income, area, employment and other factors.
then we identify postcodes and streets within the target boundary area that are at the ends of the deprivation scale (least depirved and most deprived)
then we generate a table that shows the extremes streets and postcodes and save the result as kml files.
the kml files are uploaded to google earth for visual inspection
next step: target house hunting to best areas in the districts of interest
1. Areas of Interest
| Wandsworth Wards and Other Areas | |
| Grouped by Priority Assignment | |
| Ward | Assigned Value |
|---|---|
| Priority Group 1 | |
| Balham | 1 |
| Battersea Park | 1 |
| East Putney | 1 |
| South Balham | 1 |
| Southfields | 1 |
| Thamesfield | 1 |
| Tooting Bec | 1 |
| Wandle | 1 |
| Wandsworth Common | 1 |
| West Putney | 1 |
| Priority Group 2 | |
| Roehampton | 2 |
| Priority Group 3 | |
| East Grinstead | 3 |
| Oxted | 3 |
| Other Areas | |
| Bank | 4 |
| Surrey Quays | 4 |
| Rotherhithe | 4 |
| Kingston | 4 |
| Fulham | 4 |
| Hammersmith | 4 |
| Nine Elms | 4 |
2. Borough Map
Wandsworth boundaries were obtained from Google Earth (Google Earth - Wandsworth Boundary and Least Deprived Streets, n.d.).
3. Ward Street Grid
Ward boundaries were obtained from UK Walkers website (UK Walkers Club - KML Files for Wandsworth and Wards, n.d.).
4. Postcodes within Boundary
Postcodes were obtained from UK government (UK Office for National Statistics Postcode Directory, n.d.).
5. Deprivation Analysis
Deprivation data were obtained from UK government (2019 English Indices of Deprivation, n.d.).
6. Extract High/Low Streets
Process for Tooting Bec
| Streets Within 100 m of Postcodes | ||
| Highest (10) & Lowest (3) IMD Deciles | ||
| Street | Postcodes within 100 m | IMD Rank |
|---|---|---|
| 7 | ||
| Ansell Road | SW17 7LT; SW17 7LY; SW17 7LZ | 20722 |
| Barringer Square | SW17 6DJ; SW17 8DZ; SW17 8ED; SW17 8EF; SW17 8EG; SW17 8JE | 19926 |
| Beechcroft Road | SW17 7BX; SW17 7BY; SW17 7ND; SW17 7NE; SW17 7PR; SW17 7PT; SW17 7PZ | 20722 |
| Beeches Road | SW17 7LT; SW17 7LX; SW17 7LY; SW17 7LZ; SW17 7NA; SW17 7NB; SW17 7NG | 20722 |
| Bevin Square | SW17 7NE; SW17 7NG | 20722 |
| Bruce Hall Mews | SW17 8EF; SW17 8EG; SW17 8JE | 19926 |
| Brudenell Road | SW17 8EG; SW17 8JE | 19926 |
| Church Lane | SW17 6AA; SW17 6AB; SW17 6AD; SW17 6AE; SW17 6AF; SW17 6AN; SW17 6AQ; SW17 6AR; SW17 6AW; SW17 6EA; SW17 6EB; SW17 6LA; SW17 6LB; SW17 6LD; SW17 6XZ | 19926 |
| Dafforne Road | SW17 7RA; SW17 7RB; SW17 7TA | 20722 |
| Elderfield Place | SW17 6AA; SW17 6AB; SW17 6AD; SW17 6AE; SW17 6AF; SW17 6AG; SW17 6AH; SW17 6AQ; SW17 6DA; SW17 6EA; SW17 6EB; SW17 6ED; SW17 8BL; SW17 8JX | 19926 |
| Elizabeth Newton Way | SW17 7NG | 20722 |
| Fircroft Road | SW17 7BY; SW17 7PR; SW17 7PS; SW17 7PT; SW17 7PZ; SW17 7RA; SW17 7RB; SW17 7TA | 20722 |
| Fishponds Road | SW17 7BX; SW17 7BY; SW17 7LX; SW17 7NB; SW17 7ND; SW17 7PR; SW17 7PT; SW17 7PZ | 20722 |
| Foulser Road | SW17 7RA; SW17 7RB; SW17 7TA | 20722 |
| Franciscan Road | SW17 6AT; SW17 6DF; SW17 6DJ; SW17 8DZ; SW17 8ED; SW17 8EF; SW17 8EG; SW17 8JE | 19926 |
| Furzedown Road | SW17 6AE; SW17 6AF; SW17 6EB | 19926 |
| Gateside Road | SW17 7BX; SW17 7LX; SW17 7LY; SW17 7NA; SW17 7NB; SW17 7ND; SW17 7NE; SW17 7NG | 20722 |
| Gearing Close | SW17 6AH; SW17 6BA; SW17 6BB; SW17 6DA; SW17 6DB; SW17 6DD; SW17 6DH; SW17 6DJ; SW17 8DY; SW17 8DZ | 19926 |
| Glenburnie Road | SW17 7BX; SW17 7LY; SW17 7NA; SW17 7NB; SW17 7ND; SW17 7NE; SW17 7NG; SW17 7PS | 20722 |
| Henry Doulton Drive | SW17 6AA; SW17 6AB; SW17 6AD; SW17 6AF; SW17 6AG; SW17 6AH; SW17 6AQ; SW17 6AT; SW17 6BA; SW17 6BB; SW17 6DA; SW17 6DB; SW17 6DD; SW17 6DF; SW17 6DH; SW17 6DJ; SW17 6EA; SW17 6ED; SW17 8BL; SW17 8DX; SW17 8DY; SW17 8JX | 19926 |
| Lingwell Road | SW17 7NA; SW17 7NG | 20722 |
| Lisle Close | SW17 6AB; SW17 6AH; SW17 6AJ; SW17 6AL; SW17 6AN; SW17 6AP; SW17 6AQ; SW17 6AR; SW17 6AS; SW17 6AW; SW17 6BA; SW17 6BB; SW17 6LA; SW17 6LB; SW17 6LD; SW17 6XZ; SW17 8BL | 19926 |
| Macmillan Way | SW17 6AH; SW17 6AJ; SW17 6AL; SW17 6AN; SW17 6AP; SW17 6AS; SW17 6AT; SW17 6AU; SW17 6AW; SW17 6BA; SW17 6BB; SW17 6DD; SW17 6DF; SW17 6DH; SW17 6LA | 19926 |
| Mandrake Road | SW17 7BX; SW17 7BY; SW17 7PR; SW17 7PS; SW17 7PT; SW17 7PZ; SW17 7RA; SW17 7RB; SW17 7TA | 20722 |
| Mantilla Road | SW17 6AD; SW17 6AE; SW17 6AF; SW17 6AG; SW17 6DA; SW17 6DB; SW17 6ED; SW17 8DX; SW17 8DY; SW17 8DZ; SW17 8EF; SW17 8EG; SW17 8JE; SW17 8JX | 19926 |
| Massingberd Way | SW17 6AA; SW17 6AB; SW17 6AD; SW17 6AE; SW17 6AF; SW17 6AG; SW17 6AH; SW17 6AJ; SW17 6AL; SW17 6AN; SW17 6AP; SW17 6AQ; SW17 6AR; SW17 6AS; SW17 6AU; SW17 6AW; SW17 6BA; SW17 6BB; SW17 6DA; SW17 6EA; SW17 6EB; SW17 6ED; SW17 6LA; SW17 6LB; SW17 6LD; SW17 6XZ; SW17 8BL; SW17 8DX; SW17 8JX | 19926 |
| Molyneux Drive | SW17 6AB; SW17 6AH; SW17 6AJ; SW17 6AL; SW17 6AN; SW17 6AP; SW17 6AQ; SW17 6AR; SW17 6AS; SW17 6BA; SW17 6BB; SW17 6DB; SW17 6DD; SW17 6DH; SW17 6DJ; SW17 6LA; SW17 6LB; SW17 6LD; SW17 6XZ; SW17 8BL | 19926 |
| Moring Road | SW17 8DX; SW17 8DY; SW17 8EG; SW17 8JE | 19926 |
| Morven Road | SW17 7LT; SW17 7LX; SW17 7LY; SW17 7LZ; SW17 7NA; SW17 7NB; SW17 7ND; SW17 7NE; SW17 7NG | 20722 |
| Noyna Road | SW17 7PR; SW17 7PS; SW17 7PT; SW17 7RA; SW17 7RB; SW17 7TA | 20722 |
| Rectory Lane | SW17 6AE | 19926 |
| Springfield Drive | SW17 7NG | 20722 |
| Topsham Road | SW17 7RA; SW17 7RB; SW17 7TA; SW17 8DZ; SW17 8EF; SW17 8EG; SW17 8JE | 20722 |
| Topsham Road | SW17 7RA; SW17 7RB; SW17 7TA; SW17 8DZ; SW17 8EF; SW17 8EG; SW17 8JE | 19926 |
| Treherne Court | SW17 8ED | 19926 |
| 3 | ||
| Abbey Drive | SW17 8NN; SW17 9PT | 9564 |
| Ansell Road | SW17 8LU | 6866 |
| Blakenham Road | SW17 8LZ; SW17 8NA; SW17 8PA; SW17 8PB; SW17 8PE; SW17 8PF; SW17 8SS; SW17 8SX; SW17 8SY; SW17 8SZ | 6866 |
| Broadwater Road | SW17 0DN; SW17 0DP; SW17 0DR; SW17 0DW; SW17 0ED; SW17 0EF; SW17 0ES; SW17 7EX; SW17 7GH; SW17 7LN; SW17 7TG; SW17 7TZ; SW17 8SZ | 6866 |
| Castle Mews | SW17 0ES | 6866 |
| Chasefield Road | SW17 8HH; SW17 8HQ; SW17 8LH; SW17 8LW; SW17 8PE; SW17 8PF; SW17 8SS; SW17 8SX | 9564 |
| Chasefield Road | SW17 8HH; SW17 8HQ; SW17 8LH; SW17 8LW; SW17 8PE; SW17 8PF; SW17 8SS; SW17 8SX | 6866 |
| Chertsey Street | SW17 8LF; SW17 8LG; SW17 8LH; SW17 8LQ; SW17 8NL; SW17 8NP; SW17 8NR; SW17 8NS; SW17 9PR | 9564 |
| Church Lane | SW17 8HU; SW17 8LF; SW17 8LG; SW17 8LQ; SW17 8NL; SW17 8NN; SW17 9PR; SW17 9PT | 9564 |
| Coteford Street | SW17 8HJ; SW17 8HL; SW17 8HU; SW17 8JB; SW17 8LG; SW17 8LH; SW17 8LQ; SW17 8LU; SW17 8LZ; SW17 8NA; SW17 8NH; SW17 8NL; SW17 8NN; SW17 8NP; SW17 8NR; SW17 8NT; SW17 8NU; SW17 8NW; SW17 8PA; SW17 8PB; SW17 8PD; SW17 8PE; SW17 8PF; SW17 8SS; SW17 8SX; SW17 9PT | 9564 |
| Coteford Street | SW17 8HJ; SW17 8HL; SW17 8HU; SW17 8JB; SW17 8LG; SW17 8LH; SW17 8LQ; SW17 8LU; SW17 8LZ; SW17 8NA; SW17 8NH; SW17 8NL; SW17 8NN; SW17 8NP; SW17 8NR; SW17 8NT; SW17 8NU; SW17 8NW; SW17 8PA; SW17 8PB; SW17 8PD; SW17 8PE; SW17 8PF; SW17 8SS; SW17 8SX; SW17 9PT | 6866 |
| Cowick Road | SW17 8HH; SW17 8HJ; SW17 8HL; SW17 8LG; SW17 8LH; SW17 8LQ; SW17 8LU; SW17 8LW; SW17 8NA; SW17 8NH; SW17 8NL; SW17 8NN; SW17 8NP; SW17 8NR; SW17 8NS; SW17 8NT; SW17 8NU; SW17 8NW; SW17 8PA; SW17 8PB; SW17 8PD; SW17 8PE; SW17 8PF; SW17 8PH; SW17 8PQ; SW17 8SS; SW17 8SX; SW17 9PR; SW17 9PT | 9564 |
| Cowick Road | SW17 8HH; SW17 8HJ; SW17 8HL; SW17 8LG; SW17 8LH; SW17 8LQ; SW17 8LU; SW17 8LW; SW17 8NA; SW17 8NH; SW17 8NL; SW17 8NN; SW17 8NP; SW17 8NR; SW17 8NS; SW17 8NT; SW17 8NU; SW17 8NW; SW17 8PA; SW17 8PB; SW17 8PD; SW17 8PE; SW17 8PF; SW17 8PH; SW17 8PQ; SW17 8SS; SW17 8SX; SW17 9PR; SW17 9PT | 6866 |
| Defoe Place | SW17 8JA; SW17 8JB; SW17 8LU; SW17 8LZ; SW17 8NA; SW17 8PB; SW17 8PD; SW17 8SB; SW17 8SS | 6866 |
| Derinton Road | SW17 8HJ; SW17 8HL; SW17 8HU; SW17 8JA; SW17 8JB; SW17 8LU; SW17 8LZ; SW17 8NA; SW17 8NH; SW17 8NN; SW17 8NT; SW17 8NW; SW17 8PA; SW17 8PB; SW17 8SB; SW17 9PT | 9564 |
| Derinton Road | SW17 8HJ; SW17 8HL; SW17 8HU; SW17 8JA; SW17 8JB; SW17 8LU; SW17 8LZ; SW17 8NA; SW17 8NH; SW17 8NN; SW17 8NT; SW17 8NW; SW17 8PA; SW17 8PB; SW17 8SB; SW17 9PT | 6866 |
| Eswyn Road | SW17 8HG; SW17 8HQ; SW17 8LF; SW17 8NS; SW17 8SY; SW17 8SZ | 9564 |
| Eswyn Road | SW17 8HG; SW17 8HQ; SW17 8LF; SW17 8NS; SW17 8SY; SW17 8SZ | 6866 |
| Fishponds Road | SW17 7LN | 6866 |
| Franciscan Road | SW17 8HG; SW17 8HH; SW17 8HJ; SW17 8HL; SW17 8HQ; SW17 8LH; SW17 8NT; SW17 8NU | 9564 |
| Gassiot Road | SW17 8HG; SW17 8HH; SW17 8HQ; SW17 8LF; SW17 8LG; SW17 8LW; SW17 8NR; SW17 8NS; SW17 8SX; SW17 8SY; SW17 9PR | 9564 |
| Gassiot Road | SW17 8HG; SW17 8HH; SW17 8HQ; SW17 8LF; SW17 8LG; SW17 8LW; SW17 8NR; SW17 8NS; SW17 8SX; SW17 8SY; SW17 9PR | 6866 |
| Gatton Road | SW17 0DN; SW17 0DP; SW17 0DR; SW17 0DW; SW17 0ED; SW17 0EF; SW17 0ES; SW17 7EX; SW17 7GH; SW17 7LN; SW17 7TZ; SW17 8SZ | 6866 |
| Graveney Road | SW17 0DP; SW17 0ED; SW17 0ES; SW17 7LN | 6866 |
| Hawthorn Crescent | SW17 8LF; SW17 9PR | 9564 |
| Hebdon Road | SW17 8LU; SW17 8PD; SW17 8PH; SW17 8PQ | 6866 |
| Hereward Road | SW17 0DR; SW17 0EF; SW17 7EX; SW17 7GH; SW17 7TG; SW17 8PH; SW17 8PQ; SW17 8SY | 6866 |
| Hillbrook Road | SW17 8JA; SW17 8SB | 6866 |
| Kellino Street | SW17 0DN; SW17 0DR; SW17 0EF; SW17 7EX; SW17 7GH; SW17 7TG; SW17 7TZ; SW17 8PH; SW17 8PQ; SW17 8SX; SW17 8SY; SW17 8SZ | 6866 |
| Lessingham Avenue | SW17 8HJ; SW17 8HL; SW17 8HU; SW17 8JA; SW17 8JB; SW17 8LH; SW17 8LU; SW17 8LZ; SW17 8NA; SW17 8NH; SW17 8NL; SW17 8NN; SW17 8NP; SW17 8NT; SW17 8NU; SW17 8NW; SW17 8PA; SW17 8PB; SW17 8PD; SW17 8PE; SW17 8SB; SW17 8SS; SW17 9PT | 9564 |
| Lessingham Avenue | SW17 8HJ; SW17 8HL; SW17 8HU; SW17 8JA; SW17 8JB; SW17 8LH; SW17 8LU; SW17 8LZ; SW17 8NA; SW17 8NH; SW17 8NL; SW17 8NN; SW17 8NP; SW17 8NT; SW17 8NU; SW17 8NW; SW17 8PA; SW17 8PB; SW17 8PD; SW17 8PE; SW17 8SB; SW17 8SS; SW17 9PT | 6866 |
| Letchworth Street | SW17 7EX; SW17 7GH; SW17 7TG; SW17 8PE; SW17 8PF; SW17 8PH; SW17 8PQ; SW17 8SS; SW17 8SX; SW17 8SY | 6866 |
| Longmead Road | SW17 8SZ | 6866 |
| Lucien Road | SW17 8HU | 9564 |
| Lynwood Road | SW17 8JA; SW17 8JB; SW17 8LZ; SW17 8SB | 6866 |
| Moffat Road | SW17 0DN; SW17 0DR; SW17 0DW; SW17 0EF; SW17 7EX; SW17 7GH; SW17 7TG; SW17 7TZ; SW17 8PH; SW17 8PQ; SW17 8SY; SW17 8SZ | 6866 |
| Okeburn Road | SW17 8HU; SW17 8LF; SW17 8LG; SW17 8LH; SW17 8LQ; SW17 8NH; SW17 8NL; SW17 8NN; SW17 8NP; SW17 8NR; SW17 8NS; SW17 8NT; SW17 8NU; SW17 8NW | 9564 |
| Ravenfield Road | SW17 8JA; SW17 8SB | 6866 |
| Ruislip Street | SW17 8JA; SW17 8JB; SW17 8LU; SW17 8LZ; SW17 8NA; SW17 8PB; SW17 8PD; SW17 8PE; SW17 8PF; SW17 8PH; SW17 8PQ; SW17 8SB; SW17 8SS; SW17 8SX | 6866 |
| Selkirk Road | SW17 0DN; SW17 0DP; SW17 0DW; SW17 0ED; SW17 0ES; SW17 7LN; SW17 7TZ | 6866 |
| St Benedict's Close | SW17 8LG; SW17 8LQ; SW17 9PR | 9564 |
| St. Cyprians Street | SW17 0DN; SW17 0DP; SW17 0DW; SW17 0ED; SW17 7TG; SW17 7TZ; SW17 8SX; SW17 8SY; SW17 8SZ | 6866 |
| Totterdown Street | SW17 0DN; SW17 0DP; SW17 0DR; SW17 0DW; SW17 0ED; SW17 0EF; SW17 7EX; SW17 7GH; SW17 7TZ; SW17 8HG; SW17 8SZ | 9564 |
| Totterdown Street | SW17 0DN; SW17 0DP; SW17 0DR; SW17 0DW; SW17 0ED; SW17 0EF; SW17 7EX; SW17 7GH; SW17 7TZ; SW17 8HG; SW17 8SZ | 6866 |
| Valnay Street | SW17 8HG | 9564 |
| Vant Road | SW17 8LF | 9564 |
References
2019 english indices of deprivation. (n.d.). https://imd-by-geo.opendatacommunities.org/imd/2019/decile?dimension=http%3A%2F%2Fopendatacommunities.org%2Fdef%2Fconcept%2Fgeneral-concepts%2Fimd%2Fcombineddeprivation&area=http%3A%2F%2Fopendatacommunities.org%2Fid%2Fgeography%2Fadministration%2Flonb%2FE09000032
Google earth - wandsworth boundary and least deprived streets.
(n.d.). https://earth.google.com/web/data=Mj0KOwo5CiExa0dKUTg4bGZ2c0xKMUxuX01WZ3g0dWVkOUlpa3pTRncSEgoQNTVDREZDQTlBRTAwMDAwMSABQgIIAEoICOTJpOgCEAE
UK office for national statistics postcode directory. (n.d.).
https://geoportal.statistics.gov.uk/
UK walkers club - KML files for wandsworth and wards. (n.d.).
https://maps.walkingclub.org.uk/admin/