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
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

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 Clapham Park

Streets Within 100 m of Postcodes
Highest (10) & Lowest (3) IMD Deciles
Street Postcodes within 100 m IMD Rank
7
Anfield Close SW12 0LU; SW12 0LZ 20129
Atkins Road SW12 0AB 20129
Balham New Road SW12 0BP; SW12 0LS 20129
Belthorn Crescent SW12 0LU 20129
Benjamin Mews SW12 0LN; SW12 0LT; SW12 0LU; SW12 0LX; SW12 0LZ 20129
Cavendish Place SW12 0LX 20129
Cavendish Road SW12 0AB; SW12 0BP; SW12 0LS 20129
Dinsmore Road SW12 0AB 20129
Kenilford Road SW12 0AB 20129
Margaret Rutherford Place SW12 0LX 20129
Martindale Road SW12 0AB; SW12 0BP 20129
Molly Huggins Close SW12 0LN; SW12 0LT; SW12 0LU; SW12 0LX; SW12 0LZ 20129
Old Devonshire Road SW12 0LS 20129
Ravenswood Road SW12 0AB; SW12 0BP; SW12 0LS 20129
St Bernadette's Drive SW12 0LN; SW12 0LZ 20129
Weir Road SW12 0LN; SW12 0LS; SW12 0LT; SW12 0LU; SW12 0LX; SW12 0LZ 20129
Zennor Road SW12 0LS 20129
2
Chale Road SW2 4LY; SW2 4LZ; SW2 4NA; SW2 5NH; SW2 5QB; SW2 5QE; SW4 8ER 6537
Doverfield Road SW2 5LU; SW2 5NH; SW2 5QB; SW2 5QE 6537
Dumbarton Road SW2 5LU; SW2 5NH; SW2 5QB; SW2 5QE 6537
Felsberg Road SW2 5LU; SW2 5NH 6537
Lyham Close SW2 5LU; SW2 5NH; SW2 5QB; SW2 5QE 6537
Lyham Road SW2 5NH; SW2 5QB; SW2 5QE 6537
Saxby Road SW2 5NH 6537
Thornbury Road SW2 5QE; SW4 8BJ; SW4 8BL; SW4 8BN; SW4 8BP; SW4 8BW; SW4 8EG 6537
Wingford Road SW2 5QB; SW2 5QE 6537
Allingham Road SW4 8AZ; SW4 8BN; SW4 8BP; SW4 8BU; SW4 8BW; SW4 8BY; SW4 8DG; SW4 8DH; SW4 8DZ; SW4 8EG; SW4 8FA; SW4 8FJ; SW4 8FS; SW4 8LJ; SW4 8LN 5458
Bourke Close SW2 4LY; SW2 4LZ; SW2 4NA; SW2 4NB; SW4 8AZ; SW4 8BU; SW4 8BY; SW4 8BZ; SW4 8DA; SW4 8DB; SW4 8DG; SW4 8DZ; SW4 8EG; SW4 8ER; SW4 8ET; SW4 8EU; SW4 8FA; SW4 8FB 5458
Bowie Close SW4 8HF; SW4 8HP 5458
Bradley Road SW4 8AU; SW4 8AZ; SW4 8BN; SW4 8BP; SW4 8BU; SW4 8BW; SW4 8BY; SW4 8BZ; SW4 8DA; SW4 8DB; SW4 8DG; SW4 8DZ; SW4 8EG; SW4 8ER; SW4 8ET; SW4 8EU; SW4 8FA; SW4 8FB; SW4 8FJ; SW4 8FS; SW4 8HE; SW4 8HF; SW4 8HP 5458
Brickfield Road SW4 8AU; SW4 8AZ; SW4 8BU; SW4 8BY; SW4 8BZ; SW4 8DG; SW4 8DH; SW4 8DZ; SW4 8FB; SW4 8HE; SW4 8HF; SW4 8HP; SW4 8LH; SW4 8LQ 5458
Chale Road SW2 4LY; SW2 4LZ; SW2 4NA; SW2 5NH; SW2 5QB; SW2 5QE; SW4 8ER 5458
Clarence Avenue SW4 8BF; SW4 8HN; SW4 8LA; SW4 8LB; SW4 8LD; SW4 8LE; SW4 8LF; SW4 8LG; SW4 8LL; SW4 8LQ; SW4 8XA; SW4 8XB; SW4 8XD; SW4 8ZB; SW4 8ZD; SW4 8ZL; SW4 8ZP; SW4 8ZS 5458
Clarence Crescent SW4 8AU; SW4 8AZ; SW4 8BN; SW4 8BP; SW4 8BU; SW4 8BW; SW4 8BY; SW4 8BZ; SW4 8DG; SW4 8DH; SW4 8DZ; SW4 8EG; SW4 8FJ; SW4 8FS; SW4 8HN; SW4 8LD; SW4 8LE; SW4 8LF; SW4 8LG; SW4 8LH; SW4 8LJ; SW4 8LN; SW4 8LQ; SW4 8XA; SW4 8XB; SW4 8XD; SW4 8ZB; SW4 8ZD; SW4 8ZL; SW4 8ZP; SW4 8ZS 5458
Dragmore Street SW4 8AU; SW4 8AZ; SW4 8BU; SW4 8BY; SW4 8BZ; SW4 8DG; SW4 8DH; SW4 8DZ; SW4 8FB; SW4 8FS; SW4 8HE; SW4 8HF; SW4 8HP; SW4 8LH 5458
Fairbourne Road SW4 8AU; SW4 8AZ; SW4 8BN; SW4 8BP; SW4 8BU; SW4 8BW; SW4 8BY; SW4 8BZ; SW4 8DG; SW4 8DH; SW4 8DZ; SW4 8EG; SW4 8FA; SW4 8FB; SW4 8FJ; SW4 8FS; SW4 8HE; SW4 8HF; SW4 8HP; SW4 8LJ; SW4 8LN 5458
Fennings Road SW4 8AU; SW4 8AZ; SW4 8BU; SW4 8BY; SW4 8BZ; SW4 8DG; SW4 8DH; SW4 8DZ; SW4 8EG; SW4 8ER; SW4 8FA; SW4 8FB; SW4 8FJ; SW4 8FS; SW4 8HN; SW4 8LG; SW4 8LH; SW4 8LJ; SW4 8LN 5458
Headlam Road SW2 4NA; SW2 4NB; SW4 8AU; SW4 8BZ; SW4 8DA; SW4 8DB; SW4 8ER; SW4 8ET; SW4 8EU; SW4 8FA; SW4 8FB; SW4 8HE; SW4 8HF; SW4 8HP; SW4 8LH 5458
Helby Road SW4 8AU; SW4 8AZ; SW4 8BU; SW4 8BY; SW4 8DG; SW4 8DH; SW4 8DZ; SW4 8EG; SW4 8FA; SW4 8FJ; SW4 8FS; SW4 8HN; SW4 8LG; SW4 8LJ; SW4 8LN 5458
Kings Avenue SW2 4NA; SW2 4NB; SW4 8AZ; SW4 8BF; SW4 8BH; SW4 8BJ; SW4 8BL; SW4 8BN; SW4 8BP; SW4 8BU; SW4 8BW; SW4 8BY; SW4 8BZ; SW4 8DA; SW4 8DB; SW4 8DG; SW4 8DZ; SW4 8EG; SW4 8ER; SW4 8ET; SW4 8EU; SW4 8FA; SW4 8FB; SW4 8HE; SW4 8HF; SW4 8LA; SW4 8LB 5458
Kingswood Road SW2 4LY; SW2 4LZ; SW2 4NA; SW2 4NB; SW4 8ER 5458
Maple Close SW4 8BF; SW4 8BH; SW4 8BJ; SW4 8BL; SW4 8LB; SW4 8LD; SW4 8LL 5458
Moberly Road SW4 8HE; SW4 8HF; SW4 8HP 5458
Mullins Place SW2 4LY; SW2 4LZ; SW2 4NA; SW2 4NB; SW4 8DA; SW4 8DB; SW4 8ER; SW4 8ET; SW4 8EU; SW4 8FB 5458
Park Hill SW4 8BF; SW4 8LA; SW4 8LB 5458
Parkfield Road SW4 8AU; SW4 8AZ; SW4 8BU; SW4 8BY; SW4 8BZ; SW4 8DA; SW4 8DB; SW4 8DG; SW4 8DH; SW4 8DZ; SW4 8EU; SW4 8FA; SW4 8FB; SW4 8HE; SW4 8HF; SW4 8HP; SW4 8LH 5458
Patio Close SW4 8LE; SW4 8LF 5458
Plummer Road SW4 8HF; SW4 8HP 5458
Rathmell Drive SW4 8HN; SW4 8LF; SW4 8LG; SW4 8LQ; SW4 8XA; SW4 8XB; SW4 8XD; SW4 8ZB; SW4 8ZD; SW4 8ZL; SW4 8ZP; SW4 8ZS 5458
Rodenhurst Road SW4 8LA 5458
Rosebery Road SW4 8BH; SW4 8BJ; SW4 8BL; SW4 8BN; SW4 8BP; SW4 8BW 5458
Thornbury Road SW2 5QE; SW4 8BJ; SW4 8BL; SW4 8BN; SW4 8BP; SW4 8BW; SW4 8EG 5458
Thorncliffe Road SW4 8BN; SW4 8BP; SW4 8BU; SW4 8BW; SW4 8BY; SW4 8DZ; SW4 8EG; SW4 8ER; SW4 8FA; SW4 8FB 5458
Tilson Gardens SW2 4LY; SW2 4LZ; SW2 4NA; SW2 4NB; SW4 8DB; SW4 8ET; SW4 8EU 5458