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
Barnes 1
Mortlake and Barnes Common 1
Carshalton Central 1
Carshalton South and Clockhouse 1
Wallington North 1
Wallington South 1
Priority Group 2
Roehampton 2
Clapham Common 2
Clapham East 2
Clapham Town 2
Clapham Park 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

Sutton boundaries were obtained from Google Earth (Google Earth - Wandsworth Boundary and Least Deprived Streets, n.d.).

Wandsworth boundaries were obtained from Google Earth (Google Earth - Wandsworth Boundary and Least Deprived Streets, n.d.).

Richmond on Thames boundaries were obtained from UK Walkers website (UK Walkers Club - KML Files for Wandsworth and Wards, n.d.).

Lambeth boundaries were obtained from UK Walkers website (UK Walkers Club - KML Files for Wandsworth and Wards, 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 Carshalton South and Clockhouse

Streets Within 100 m of Postcodes
Highest (10) & Lowest (3) IMD Deciles
Street Postcodes within 100 m IMD Rank
10
Banstead Road SM5 3JX; SM5 3LN; SM5 3NH; SM5 3NJ; SM5 3NL; SM5 3NN; SM5 3NP; SM5 3NQ; SM5 3NW; SM5 4DP; SM5 4DW; SM5 4LA 32179
Banstead Road South SM5 4EN 32179
Beeches Walk SM5 4EG; SM5 4JS; SM5 4JT 32179
Damson Way SM5 4AS; SM5 4AW; SM5 4BA; SM5 4EU; SM5 4FL; SM5 4QS; SM5 4QY; SM5 4ZQ; SM5 4ZR; SM5 4ZS; SM5 4ZX 32179
East Drive SM5 4BA; SM5 4EU; SM5 4FL; SM5 4PA; SM5 4PB; SM5 4PD; SM5 4QS; SM5 4QY; SM5 4ZQ; SM5 4ZR; SM5 4ZS; SM5 4ZX 32179
Fairway SM5 4HL; SM5 4HR; SM5 4HS; SM5 4HZ 32179
Farm Close SM5 4DW 32179
Farmdale Road SM5 1XF; SM5 3JU; SM5 3LN; SM5 3NF; SM5 3NG; SM5 3NH; SM5 3NJ; SM5 3NQ; SM5 3TN; SM5 3ZX 32179
Fullerton Road SM5 1XG; SM5 4JN; SM5 4JU; SM5 4JW; SM5 4JX; SM5 4PG 32179
Harbury Road SM5 3JU; SM5 3JX; SM5 3NG; SM5 3NJ; SM5 4DP; SM5 4JU; SM5 4JX; SM5 4LA 32179
Ingleton Road SM5 1XG; SM5 4JU; SM5 4JX; SM5 4PG 32179
Metcalfe Avenue SM5 4AQ; SM5 4AT; SM5 4AW; SM5 4NN 32179
Oakhurst Rise SM5 4AF; SM5 4AG 32179
Pine Crescent SM5 4HL; SM5 4HQ; SM5 4HZ 32179
Pine Walk SM5 4EQ; SM5 4ES; SM5 4HA; SM5 4HB; SM5 4HD; SM5 4HL; SM5 4HQ; SM5 4HZ 32179
Prior Avenue SM5 3JX; SM5 3NH; SM5 3NJ 32179
South Rise SM5 4PD; SM5 4PE; SM5 4PF; SM5 4PG 32179
Southway SM5 4EN; SM5 4EP; SM5 4EW; SM5 4HL; SM5 4HP; SM5 4HW 32179
Staplehurst Road SM5 3JU; SM5 3JX; SM5 3NG; SM5 3NJ; SM5 4JH; SM5 4JJ; SM5 4PQ 32179
Sunnymede Avenue SM5 4HQ; SM5 4HZ; SM5 4JA; SM5 4JF 32179
The Close SM5 4NZ; SM5 4PB; SM5 4PD; SM5 4PE 32179
The Warren SM5 4AF; SM5 4EH; SM5 4EQ; SM5 4HB 32179
Vincent Avenue SM5 4HL; SM5 4HQ; SM5 4HR; SM5 4HS; SM5 4HZ; SM5 4JA 32179
Wellfield Gardens SM5 4EA; SM5 4EG 32179
West Drive SM5 4EJ; SM5 4EL; SM5 4EW 32179
West Way SM5 4EJ; SM5 4EN; SM5 4EP; SM5 4EW; SM5 4HB 32179
Woodmansterne Road SM5 1XG; SM5 4AF; SM5 4AG; SM5 4EG; SM5 4JH; SM5 4JJ; SM5 4JL; SM5 4JN; SM5 4JW; SM5 4PE; SM5 4PF; SM5 4PG; SM5 4PQ 32179
Anglesey Court Road SM5 3HP; SM5 3HY; SM5 3HZ; SM5 3JA; SM5 3JE 31420
Anglesey Gardens SM5 3HY; SM5 3JA; SM5 3JB; SM5 3JD; SM5 3JE 31420
Beddington Gardens SM5 3HZ 31420
Beeches Avenue SM5 1XE; SM5 1XF; SM5 3LA; SM5 3LB; SM5 3LD; SM5 3LF; SM5 3LG; SM5 3LH; SM5 3LJ; SM5 3LW; SM5 3NF; SM5 3RF; SM5 4JH; SM5 4JJ 31420
Blakehall Road SM5 3EX 31420
Carshalton Park Road SM5 1XE; SM5 3LB; SM5 3LF; SM5 3LG; SM5 3RF 31420
Crichton Road SM5 3JP; SM5 3JW; SM5 3LF; SM5 3LG; SM5 3LS; SM5 3LY; SM5 4NP 31420
Fir Tree Grove SM5 3JG; SM5 3JL 31420
Glebe Road SM5 3EX 31420
Gordon Road SM5 1XE; SM5 3EX; SM5 3LB; SM5 3LF; SM5 3LG; SM5 3RF 31420
Grosvenor Avenue SM5 3EX 31420
Hill Road SM5 1XE; SM5 3RF 31420
North Avenue SM5 3JG 31420
Northwood Road SM5 3JA 31420
Park Hill SM5 1XE; SM5 3LB; SM5 3LF; SM5 3LG; SM5 3RF 31420
Stanley Park Road SM5 3HP; SM5 3HY; SM5 3JG; SM5 3JL; SM5 3JP; SM5 3JR; SM5 3JW; SM5 3JZ; SM5 4JH; SM5 4JJ; SM5 4NP 31420
Stanley Road SM5 3JG; SM5 3JZ 31420
Sussex Road SM5 1XE; SM5 3LA; SM5 3LB; SM5 3LD; SM5 3LF; SM5 3LG; SM5 3LH; SM5 3LT; SM5 3NA; SM5 3RF 31420
Warnham Court Road SM5 3JL; SM5 3JR; SM5 3LS; SM5 3LT; SM5 3LY; SM5 3LZ; SM5 3NA; SM5 3ND 31420
Waverley Way SM5 1XE; SM5 3LA; SM5 3LB; SM5 3LD; SM5 3LF; SM5 3LG; SM5 3LH; SM5 3LQ; SM5 3NL; SM5 3NN; SM5 3NP; SM5 3NW 31420
Whittlebury Close SM5 3JR 31420
Windborough Road SM5 3HY 31420
Woodfield Avenue SM5 3HY; SM5 3JA; SM5 3JB; SM5 3JD; SM5 3JE; SM5 3JG; SM5 3JZ 31420
Fairway SM5 4HL; SM5 4HR; SM5 4HS; SM5 4HZ 30940
Pine Crescent SM5 4HL; SM5 4HQ; SM5 4HZ 30940
Pine Walk SM5 4EQ; SM5 4ES; SM5 4HA; SM5 4HB; SM5 4HD; SM5 4HL; SM5 4HQ; SM5 4HZ 30940
Sunnymede Avenue SM5 4HQ; SM5 4HZ; SM5 4JA; SM5 4JF 30940
Vincent Avenue SM5 4HL; SM5 4HQ; SM5 4HR; SM5 4HS; SM5 4HZ; SM5 4JA 30940
Banstead Road SM5 3JX; SM5 3LN; SM5 3NH; SM5 3NJ; SM5 3NL; SM5 3NN; SM5 3NP; SM5 3NQ; SM5 3NW; SM5 4DP; SM5 4DW; SM5 4LA 30626
Downside Road SM5 3NL; SM5 3NN; SM5 3NP; SM5 3NW 30626
Waverley Way SM5 1XE; SM5 3LA; SM5 3LB; SM5 3LD; SM5 3LF; SM5 3LG; SM5 3LH; SM5 3LQ; SM5 3NL; SM5 3NN; SM5 3NP; SM5 3NW 30626
Willis Avenue SM5 3NL; SM5 3NN; SM5 3NQ 30626
Anglesey Court Road SM5 3HP; SM5 3HY; SM5 3HZ; SM5 3JA; SM5 3JE 30475
Dalmeny Road SM5 3HP 30475
Stanley Park Road SM5 3HP; SM5 3HY; SM5 3JG; SM5 3JL; SM5 3JP; SM5 3JR; SM5 3JW; SM5 3JZ; SM5 4JH; SM5 4JJ; SM5 4NP 30475
Banstead Road SM5 3JX; SM5 3LN; SM5 3NH; SM5 3NJ; SM5 3NL; SM5 3NN; SM5 3NP; SM5 3NQ; SM5 3NW; SM5 4DP; SM5 4DW; SM5 4LA 30436
Barrow Avenue SM5 4BA; SM5 4EU; SM5 4FL; SM5 4LZ; SM5 4NP; SM5 4NW; SM5 4NX; SM5 4NY; SM5 4NZ; SM5 4PA; SM5 4QS; SM5 4QY; SM5 4ZQ; SM5 4ZR; SM5 4ZS; SM5 4ZX 30436
Barrow Hedges Close SM5 3LL; SM5 3LN; SM5 3NQ; SM5 3TN; SM5 3ZX 30436
Barrow Hedges Way SM5 3LA; SM5 3LD; SM5 3LH; SM5 3LJ; SM5 3LL; SM5 3LN; SM5 3LQ; SM5 3LW; SM5 3NQ 30436
Beeches Avenue SM5 1XE; SM5 1XF; SM5 3LA; SM5 3LB; SM5 3LD; SM5 3LF; SM5 3LG; SM5 3LH; SM5 3LJ; SM5 3LW; SM5 3NF; SM5 3RF; SM5 4JH; SM5 4JJ 30436
Carshalton Park Road SM5 1XE; SM5 3LB; SM5 3LF; SM5 3LG; SM5 3RF 30436
Central Way SM5 1XF; SM5 3JU; SM5 3LA; SM5 3LD; SM5 3LH; SM5 3LJ; SM5 3LL; SM5 3LQ; SM5 3NF; SM5 3NG; SM5 3TN; SM5 3ZX; SM5 4JJ; SM5 4PQ 30436
Courtney Crescent SM5 4LZ; SM5 4NP; SM5 4NW; SM5 4NY 30436
Crichton Road SM5 3JP; SM5 3JW; SM5 3LF; SM5 3LG; SM5 3LS; SM5 3LY; SM5 4NP 30436
Damson Way SM5 4AS; SM5 4AW; SM5 4BA; SM5 4EU; SM5 4FL; SM5 4QS; SM5 4QY; SM5 4ZQ; SM5 4ZR; SM5 4ZS; SM5 4ZX 30436
Dingwall Road SM5 4AS; SM5 4BA; SM5 4EU; SM5 4FL; SM5 4PA; SM5 4QS; SM5 4QY; SM5 4ZQ; SM5 4ZR; SM5 4ZS; SM5 4ZX 30436
Downside Road SM5 3NL; SM5 3NN; SM5 3NP; SM5 3NW 30436
East Drive SM5 4BA; SM5 4EU; SM5 4FL; SM5 4PA; SM5 4PB; SM5 4PD; SM5 4QS; SM5 4QY; SM5 4ZQ; SM5 4ZR; SM5 4ZS; SM5 4ZX 30436
Farm Road SM5 3NH 30436
Farmdale Road SM5 1XF; SM5 3JU; SM5 3LN; SM5 3NF; SM5 3NG; SM5 3NH; SM5 3NJ; SM5 3NQ; SM5 3TN; SM5 3ZX 30436
Forelle Way SM5 4AS 30436
Fountain Drive SM5 4AS; SM5 4BA; SM5 4EU; SM5 4FL; SM5 4LZ; SM5 4NP; SM5 4NW; SM5 4NY; SM5 4PA; SM5 4QS; SM5 4QY; SM5 4ZQ; SM5 4ZR; SM5 4ZS; SM5 4ZX 30436
Fullerton Road SM5 1XG; SM5 4JN; SM5 4JU; SM5 4JW; SM5 4JX; SM5 4PG 30436
Gaynesford Road SM5 4NP; SM5 4NW 30436
Gordon Road SM5 1XE; SM5 3EX; SM5 3LB; SM5 3LF; SM5 3LG; SM5 3RF 30436
Harbury Road SM5 3JU; SM5 3JX; SM5 3NG; SM5 3NJ; SM5 4DP; SM5 4JU; SM5 4JX; SM5 4LA 30436
Ingleton Road SM5 1XG; SM5 4JU; SM5 4JX; SM5 4PG 30436
Kings Avenue SM5 3JW; SM5 4JH; SM5 4JJ; SM5 4JL; SM5 4NP; SM5 4NW; SM5 4NX; SM5 4PQ 30436
Park Hill SM5 1XE; SM5 3LB; SM5 3LF; SM5 3LG; SM5 3RF 30436
Princes Avenue SM5 3JW; SM5 4JH; SM5 4NW; SM5 4NX; SM5 4NY; SM5 4NZ; SM5 4PA; SM5 4PB 30436
Prior Avenue SM5 3JX; SM5 3NH; SM5 3NJ 30436
Queen Mary's Avenue SM5 3JP; SM5 3JW; SM5 4NP; SM5 4NW 30436
Radcliffe Gardens SM5 3JU; SM5 4JJ; SM5 4PF; SM5 4PQ 30436
South Rise SM5 4PD; SM5 4PE; SM5 4PF; SM5 4PG 30436
Stanley Park Road SM5 3HP; SM5 3HY; SM5 3JG; SM5 3JL; SM5 3JP; SM5 3JR; SM5 3JW; SM5 3JZ; SM5 4JH; SM5 4JJ; SM5 4NP 30436
Staplehurst Road SM5 3JU; SM5 3JX; SM5 3NG; SM5 3NJ; SM5 4JH; SM5 4JJ; SM5 4PQ 30436
Sussex Road SM5 1XE; SM5 3LA; SM5 3LB; SM5 3LD; SM5 3LF; SM5 3LG; SM5 3LH; SM5 3LT; SM5 3NA; SM5 3RF 30436
The Close SM5 4NZ; SM5 4PB; SM5 4PD; SM5 4PE 30436
Waverley Way SM5 1XE; SM5 3LA; SM5 3LB; SM5 3LD; SM5 3LF; SM5 3LG; SM5 3LH; SM5 3LQ; SM5 3NL; SM5 3NN; SM5 3NP; SM5 3NW 30436
Willis Avenue SM5 3NL; SM5 3NN; SM5 3NQ 30436
Woodmansterne Road SM5 1XG; SM5 4AF; SM5 4AG; SM5 4EG; SM5 4JH; SM5 4JJ; SM5 4JL; SM5 4JN; SM5 4JW; SM5 4PE; SM5 4PF; SM5 4PG; SM5 4PQ 30436
Farm Lane SM6 0QN 29715
Green Lane CR2 3PA; CR2 3PP; CR8 3PA 29715
Woodcote Road CR2 3PA; CR2 3PP; CR8 3PA; SM6 0QH; SM6 0QN 29715
6
Appledown Rise CR3 2DX 19191
Beechwood Avenue CR3 2PA; CR3 2PB; CR3 2PE; CR3 2PF; CR3 2PN; CR3 2PP; CR3 2QD; CR5 2AP; CR5 2PA; CR5 2PB; CR5 2PE; CR5 2PF; CR5 2PQ; CR5 2QB; CR5 2YZ 19191
Corrigan Avenue CR3 2QP; CR3 2QU; CR3 2QW; CR5 2PZ; CR5 2QP; CR5 2QW; CR5 2QX 19191
Downland Close CR3 2PU; CR3 2PY; CR3 2QG; CR3 2QR; CR3 2QS; CR3 2QZ; CR5 2PR; CR5 2PS; CR5 2QF; CR5 2QH; CR5 2QJ; CR5 2QS; CR5 2QY 19191
Fryston Avenue CR3 2PA; CR3 2PB; CR3 2PE; CR3 2PF; CR3 2PR; CR3 2PT; CR3 2PU; CR3 2PY; CR3 2QD; CR3 2QG; CR3 2QH; CR3 2QS; CR3 2QY; CR5 2PA; CR5 2PD; CR5 2PE; CR5 2PR; CR5 2PS; CR5 2PT; CR5 2PU; CR5 2QD; CR5 2QE; CR5 2QH 19191
Grove Lane CR3 2PR; CR3 2PT; CR3 2QA; CR3 2QR; CR3 2QY; CR3 2QZ; CR5 2PD; CR5 2PE; CR5 2QA; CR5 2QB; CR5 2QD; CR5 2QE; CR5 2QF; CR5 2QJ; CR5 2QL; CR5 2QR 19191
Hillcrest Parade CR3 2PR; CR3 2PT; CR3 2QG; CR3 2QH; CR3 2QS; CR3 2QY; CR5 2PD; CR5 2PS; CR5 2QE; CR5 2QH; CR5 2QJ 19191
June Close CR3 2QG; CR3 2QJ; CR3 2QR; CR3 2QS; CR3 2QZ; CR5 2QF; CR5 2QH; CR5 2QJ; CR5 2QR; CR5 2QY 19191
Lloyd Avenue CR3 2PU; CR3 2PW; CR3 2PY; CR3 2QJ; CR3 2QX; CR5 2PR; CR5 2PU; CR5 2PW; CR5 2PY; CR5 2QG; CR5 2QS; CR5 2QX; CR5 2QY; CR5 2QZ 19191
Longlands Avenue CR3 2PR; CR3 2PT; CR3 2QG; CR3 2QJ; CR3 2QR; CR3 2QS; CR3 2QW; CR3 2QY; CR3 2QZ; CR5 2PD; CR5 2PS; CR5 2QF; CR5 2QG; CR5 2QH; CR5 2QJ; CR5 2QR; CR5 2QS; CR5 2QU; CR5 2QY; CR5 2QZ 19191
Lynwood Avenue CR3 2QA; CR3 2QB; CR5 2PE; CR5 2QA; CR5 2QB; CR5 2QL 19191
Pembury Close CR3 2PW; CR3 2QU; CR3 2QX; CR5 2PY; CR5 2QS; CR5 2QW; CR5 2QX; CR5 2QY; CR5 2QZ 19191
Redford Avenue CR3 2PA; CR3 2PB; CR3 2PF; CR3 2PN; CR3 2PU; CR3 2PW; CR3 2PY; CR3 2QX; CR5 2PB; CR5 2PF; CR5 2PN; CR5 2PP; CR5 2PR; CR5 2PU; CR5 2PW; CR5 2PY; CR5 2YZ 19191
Richland Avenue CR3 2QP; CR3 2QU; CR3 2QW; CR5 2PW; CR5 2PX; CR5 2PY; CR5 2PZ; CR5 2QP; CR5 2QU; CR5 2QW; CR5 2QX 19191
Richmond Road CR3 2PA; CR3 2PB; CR3 2PE; CR3 2PF; CR3 2QB; CR3 2QD; CR5 2PA; CR5 2PE 19191
Ruxton Close CR3 2DX 19191
The Mount CR3 2PR; CR3 2PT; CR3 2PU; CR3 2PW; CR3 2PY; CR3 2QG; CR3 2QH; CR3 2QS; CR3 2QU; CR3 2QX; CR3 2QY; CR5 2PD; CR5 2PR; CR5 2PS; CR5 2PU; CR5 2PW; CR5 2PX; CR5 2PY; CR5 2PZ; CR5 2QE; CR5 2QH; CR5 2QP; CR5 2QS 19191
Whitethorn Avenue CR3 2PN; CR3 2PP; CR3 2QU; CR5 2AP; CR5 2PN; CR5 2PP; CR5 2PQ; CR5 2PW; CR5 2PX; CR5 2PY; CR5 2PZ; CR5 2QP; CR5 2YZ 19191
Woodmansterne Road CR3 2QA; CR5 2QA 19191