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 Wallington NOrth

Streets Within 100 m of Postcodes
Highest (10) & Lowest (3) IMD Deciles
Street Postcodes within 100 m IMD Rank
9
Bampfylde Close SM6 7ED; SM6 7LE; SM6 7LJ; SM6 7LN; SM6 7LQ 29030
Berkeley Court SM6 7ED; SM6 7LD; SM6 7LE; SM6 7LJ; SM6 7LN; SM6 7LQ 29030
Bond Gardens SM6 7ED; SM6 7LN; SM6 7LQ 29030
Bowman's Meadow SM6 7DH; SM6 7DJ; SM6 7DN; SM6 7DR; SM6 7DW 29030
Burleigh Avenue SM6 7DD; SM6 7DG; SM6 7JA; SM6 7JD; SM6 7JF; SM6 7JG; SM6 7JH; SM6 7JL; SM6 7JQ; SM6 7JW 29030
Bute Road SM6 7LB; SM6 7LD; SM6 7LE; SM6 8DA; SM6 8DD 29030
Butter Hill SM6 7DB; SM6 7DD; SM6 7HX; SM6 7HY; SM6 7JA; SM6 7JD; SM6 7JF; SM6 7NS; SM6 7NT 29030
Caledon Road SM6 7HX; SM6 7HY; SM6 7JA; SM6 7NS; SM6 7NT; SM6 7NU 29030
Caraway Place SM6 7DJ; SM6 7DR; SM6 7DW 29030
Curran Avenue SM6 7JD; SM6 7JF; SM6 7JH; SM6 7JL; SM6 7JN; SM6 7JQ; SM6 7JW 29030
Derek Avenue SM6 7BY; SM6 7DD; SM6 7DG; SM6 7DH; SM6 7JY; SM6 7JZ; SM6 7LA; SM6 7NR 29030
Devonshire Road SM6 7JD; SM6 7JF 29030
Elm Grove Parade SM6 7JD; SM6 7JW 29030
Harcourt Road SM6 7NR 29030
Lake Gardens SM6 7BY; SM6 7DD; SM6 7DG; SM6 7DH; SM6 7JY 29030
Lakeside SM6 7BY; SM6 7DB; SM6 7DD; SM6 7JY; SM6 7JZ 29030
Leechcroft Road SM6 7HX; SM6 7HY; SM6 7JA; SM6 7JD; SM6 7JF; SM6 7JG; SM6 7JQ; SM6 7JW 29030
London Road SM6 7BY; SM6 7DB; SM6 7DD; SM6 7DG; SM6 7DH; SM6 7DJ; SM6 7DN; SM6 7HX; SM6 7HY; SM6 7JA; SM6 7JY; SM6 7JZ; SM6 7NS; SM6 7NT 29030
Lyndon Avenue SM6 7JL; SM6 7JN; SM6 7JW 29030
Manor Road SM6 7NR; SM6 7NS; SM6 7NT; SM6 7NU 29030
Manor Road North SM6 7DB; SM6 7DD; SM6 7HX; SM6 7HY; SM6 7JA; SM6 7NR; SM6 7NS; SM6 7NT; SM6 7NU 29030
Meadow Walk SM6 7DR; SM6 7DW 29030
Parkfields Close SM6 7JD 29030
Paston Close SM6 7ED; SM6 7LJ; SM6 7LN; SM6 7LQ 29030
Quinton Close SM6 7DB; SM6 7DD; SM6 7JY; SM6 7JZ; SM6 7NR; SM6 7NS 29030
Riverside Close SM6 7BY; SM6 7DD; SM6 7DG; SM6 7DH; SM6 7DJ; SM6 7DN; SM6 7DW; SM6 7JH; SM6 7JY 29030
St. Mary Avenue SM6 7DG; SM6 7DH; SM6 7DN; SM6 7JG; SM6 7JH; SM6 7JL; SM6 7JN; SM6 7JQ 29030
Stannet Way SM6 8DA; SM6 8DD 29030
The Holt SM6 7LD; SM6 7LE; SM6 7LJ; SM6 7LN; SM6 7LQ 29030
The Manor Way SM6 7LB; SM6 7PH 29030
Vellum Drive SM6 7JD 29030
Victoria Avenue SM6 7JN; SM6 7JW 29030
Wandle Side SM6 7DJ; SM6 7DN; SM6 7DR; SM6 7DW 29030
Westcroft Road SM6 7DB; SM6 7HX; SM6 7HY; SM6 7JA; SM6 7NS; SM6 7NT; SM6 7NU 29030
5
Bloxworth Close SM6 7LR; SM6 7NL 15853
Bond Gardens SM6 7LP; SM6 7LR; SM6 7LW 15853
Rectory Lane SM6 7LR; SM6 7NL 15853
Alcester Road SM6 0AA; SM6 8AR; SM6 8AT; SM6 8AU; SM6 8AX; SM6 8AZ; SM6 8BB; SM6 8BD; SM6 8DU; SM6 8DW; SM6 8EB; SM6 8EF 13642
Arran Close SM6 8AR; SM6 8BJ; SM6 8BL; SM6 8BY 13642
Bernard Road SM5 3EH; SM6 0AA; SM6 0TW 13642
Bute Road SM6 8BL; SM6 8BN 13642
Coniston Court SM6 0AA; SM6 0BW; SM6 0BY; SM6 7PB; SM6 8AT; SM6 8BA; SM6 8BD 13642
Derek Avenue SM6 7PB; SM6 7PD; SM6 7PF; SM6 8BA 13642
Fairlawnes SM6 8AX; SM6 8AY; SM6 8BG; SM6 8BQ; SM6 8EB; SM6 8EF 13642
Harcourt Avenue SM6 8AR; SM6 8AT; SM6 8AU; SM6 8AX; SM6 8AZ; SM6 8BB; SM6 8BD; SM6 8DW; SM6 8EB 13642
Harcourt Field SM6 0BY; SM6 7PB; SM6 7PD; SM6 7PF; SM6 7PJ; SM6 8AT; SM6 8BA 13642
Harcourt Road SM6 0BY; SM6 7NY; SM6 7PB; SM6 7PF; SM6 8AR; SM6 8AT; SM6 8AU; SM6 8AX; SM6 8AY; SM6 8AZ; SM6 8BA; SM6 8BB; SM6 8BD; SM6 8BJ; SM6 8BQ; SM6 8BX; SM6 8BY; SM6 8DW; SM6 8EB; SM6 8EF 13642
Lavender Close SM5 3EH; SM6 0TW; SM6 7NX 13642
Lavender Road SM5 3EH; SM6 0AA; SM6 0TW 13642
Lodge Road SM6 8DU 13642
Maldon Road SM6 8AX; SM6 8AY; SM6 8BG; SM6 8BJ; SM6 8BL; SM6 8BN; SM6 8BQ; SM6 8BX; SM6 8BY; SM6 8DU; SM6 8EB; SM6 8EF 13642
Manor Road SM6 0AA; SM6 0BN; SM6 0BU; SM6 0BW; SM6 0BY; SM6 0TW; SM6 7NX; SM6 7NY; SM6 7NZ; SM6 8BB; SM6 8BD; SM6 8BG; SM6 8DU; SM6 8DW; SM6 8EB; SM6 8EF 13642
Manor Road North SM6 0BN; SM6 0BU; SM6 7NX; SM6 7NY; SM6 7NZ 13642
Mint Road SM6 0AA; SM6 8DU 13642
Montagu Gardens SM6 8BL; SM6 8BN 13642
Morton Gardens SM6 8BN 13642
Park Road SM6 8BG; SM6 8BN; SM6 8BQ; SM6 8BX 13642
Queen's Close SM6 8DU 13642
Queens Road SM6 8BG 13642
Quinton Close SM6 7NY; SM6 7PB 13642
The Manor Way SM6 7PD; SM6 7PE; SM6 7PJ; SM6 8AR 13642
Wrights Row SM5 3EH; SM6 0AA; SM6 0BN; SM6 0BU; SM6 0BW; SM6 0TW; SM6 7NX; SM6 7NZ 13642