renovation_type
stringclasses
15 values
bedrooms_to_reno
int64
0
16
bathrooms_to_reno
int64
0
13
sqft_renovated
stringlengths
52
195
sqft_to_add
stringlengths
48
151
material_grade
stringlengths
66
469
structural_changes
stringclasses
887 values
property_size
int64
303
7.5k
location
stringclasses
20 values
renovation_cost
float64
40.3k
1.19M
pre_renovation_cost
float64
99.4k
2.77M
["Bedroom", "Bathroom"]
6
3
{"bedrooms": [306, 433, 376, 380, 403, 352], "bathrooms": [345, 437, 325], "other": {}}
{"bedrooms": [301, 301, 0, 301, 0, 0], "bathrooms": [0, 0, 301], "other": {}}
{"bedrooms": ["Budget-friendly", "High-end", "High-end", "Mid-range", "Budget-friendly", "High-end"], "bathrooms": ["Mid-range", "Mid-range", "Budget-friendly"], "other": {}}
["Yes", "Yes", "No", "Yes", "No", "No", "No", "No", "Yes"]
3,841
Trafford
383,117.06
1,150,389.12
["Living room", "Kitchen"]
0
0
{"bedrooms": [], "bathrooms": [], "other": {"Living room": 570, "Kitchen": 321}}
{"bedrooms": [], "bathrooms": [], "other": {"Living room": 0, "Kitchen": 377}}
{"bedrooms": [], "bathrooms": [], "other": {"Living room": "High-end", "Kitchen": "Mid-range"}}
["No", "Yes"]
1,647
Chorlton
91,337.45
507,390.21
["Bedroom", "Bathroom"]
2
1
{"bedrooms": [294, 290], "bathrooms": [292], "other": {}}
{"bedrooms": [0, 0], "bathrooms": [0], "other": {}}
{"bedrooms": ["Budget-friendly", "Budget-friendly"], "bathrooms": ["High-end"], "other": {}}
["No", "No", "No"]
1,430
Levenshulme
83,014.22
378,080.07
["Bathroom", "Kitchen"]
0
1
{"bedrooms": [], "bathrooms": [395], "other": {"Kitchen": 298}}
{"bedrooms": [], "bathrooms": [0], "other": {"Kitchen": 0}}
{"bedrooms": [], "bathrooms": ["Budget-friendly"], "other": {"Kitchen": "High-end"}}
["No", "No"]
3,174
Tameside
82,785.72
578,916.96
["Living room", "Kitchen", "Other/Custom"]
0
0
{"bedrooms": [], "bathrooms": [], "other": {"Living room": 589, "Kitchen": 284, "Other/Custom": 377}}
{"bedrooms": [], "bathrooms": [], "other": {"Living room": 0, "Kitchen": 377, "Other/Custom": 0}}
{"bedrooms": [], "bathrooms": [], "other": {"Living room": "Budget-friendly", "Kitchen": "Budget-friendly", "Other/Custom": "Mid-range"}}
["No", "Yes", "No"]
3,408
Bolton
117,205.54
707,577.83
["Bedroom", "Bathroom", "Kitchen"]
4
2
{"bedrooms": [383, 429, 393, 337], "bathrooms": [308, 364], "other": {"Kitchen": 296}}
{"bedrooms": [0, 301, 0, 0], "bathrooms": [301, 0], "other": {"Kitchen": 377}}
{"bedrooms": ["Budget-friendly", "Mid-range", "Mid-range", "Budget-friendly"], "bathrooms": ["Budget-friendly", "Budget-friendly"], "other": {"Kitchen": "High-end"}}
["No", "Yes", "No", "No", "Yes", "No", "Yes"]
2,246
Bury
294,303.05
432,749.51
["Living room", "Kitchen", "Other/Custom"]
0
0
{"bedrooms": [], "bathrooms": [], "other": {"Living room": 353, "Kitchen": 240, "Other/Custom": 272}}
{"bedrooms": [], "bathrooms": [], "other": {"Living room": 0, "Kitchen": 0, "Other/Custom": 0}}
{"bedrooms": [], "bathrooms": [], "other": {"Living room": "Mid-range", "Kitchen": "Mid-range", "Other/Custom": "High-end"}}
["No", "No", "No"]
1,130
Rochdale
82,911.1
167,682.43
["Bedroom", "Bathroom", "Living room"]
3
2
{"bedrooms": [450, 364, 321], "bathrooms": [337, 434], "other": {"Living room": 447}}
{"bedrooms": [0, 301, 0], "bathrooms": [301, 0], "other": {"Living room": 0}}
{"bedrooms": ["Budget-friendly", "Mid-range", "Mid-range"], "bathrooms": ["Mid-range", "Budget-friendly"], "other": {"Living room": "Budget-friendly"}}
["No", "Yes", "No", "Yes", "No", "No"]
1,934
Stretford
243,721.52
510,715.72
["Bathroom", "Other/Custom"]
0
1
{"bedrooms": [], "bathrooms": [444], "other": {"Other/Custom": 353}}
{"bedrooms": [], "bathrooms": [0], "other": {"Other/Custom": 301}}
{"bedrooms": [], "bathrooms": ["High-end"], "other": {"Other/Custom": "Budget-friendly"}}
["No", "Yes"]
6,026
Altrincham
89,468.92
2,191,932.18
["Bedroom", "Other/Custom"]
5
0
{"bedrooms": [400, 315, 382, 423, 383], "bathrooms": [], "other": {"Other/Custom": 320}}
{"bedrooms": [0, 0, 0, 301, 0], "bathrooms": [], "other": {"Other/Custom": 0}}
{"bedrooms": ["High-end", "Budget-friendly", "Budget-friendly", "High-end", "High-end"], "bathrooms": [], "other": {"Other/Custom": "Mid-range"}}
["No", "No", "No", "Yes", "No", "No"]
2,699
Bury
246,171.92
552,708.97
["Bathroom", "Kitchen"]
0
1
{"bedrooms": [], "bathrooms": [341], "other": {"Kitchen": 359}}
{"bedrooms": [], "bathrooms": [301], "other": {"Kitchen": 0}}
{"bedrooms": [], "bathrooms": ["High-end"], "other": {"Kitchen": "High-end"}}
["Yes", "No"]
3,768
Bolton
111,280.05
728,860.18
["Bedroom", "Bathroom", "Kitchen"]
6
3
{"bedrooms": [409, 337, 410, 440, 402, 382], "bathrooms": [334, 446, 427], "other": {"Kitchen": 305}}
{"bedrooms": [301, 0, 0, 301, 0, 301], "bathrooms": [301, 0, 0], "other": {"Kitchen": 377}}
{"bedrooms": ["High-end", "Budget-friendly", "High-end", "Mid-range", "Budget-friendly", "Mid-range"], "bathrooms": ["Budget-friendly", "Mid-range", "High-end"], "other": {"Kitchen": "Budget-friendly"}}
["Yes", "No", "No", "Yes", "No", "Yes", "Yes", "No", "No", "Yes"]
3,284
Oldham
429,495.44
609,044.21
["Bedroom", "Bathroom", "Living room"]
1
1
{"bedrooms": [197], "bathrooms": [197], "other": {"Living room": 300}}
{"bedrooms": [149.42990654205607], "bathrooms": [149.42990654205607], "other": {"Living room": 0}}
{"bedrooms": ["Mid-range"], "bathrooms": ["Mid-range"], "other": {"Living room": "Mid-range"}}
["Yes", "Yes", "No"]
1,064
Sale
70,856.26
315,439.34
["Bedroom", "Living room"]
4
0
{"bedrooms": [326, 399, 418, 379], "bathrooms": [], "other": {"Living room": 458}}
{"bedrooms": [301, 0, 0, 0], "bathrooms": [], "other": {"Living room": 0}}
{"bedrooms": ["Budget-friendly", "Mid-range", "High-end", "Budget-friendly"], "bathrooms": [], "other": {"Living room": "High-end"}}
["Yes", "No", "No", "No", "No"]
2,932
Bury
202,398.2
618,539.4
["Living room", "Kitchen", "Other/Custom"]
0
0
{"bedrooms": [], "bathrooms": [], "other": {"Living room": 399, "Kitchen": 259, "Other/Custom": 282}}
{"bedrooms": [], "bathrooms": [], "other": {"Living room": 0, "Kitchen": 229.96037296037295, "Other/Custom": 0}}
{"bedrooms": [], "bathrooms": [], "other": {"Living room": "High-end", "Kitchen": "Mid-range", "Other/Custom": "Budget-friendly"}}
["No", "Yes", "No"]
1,191
Sale
84,222.72
371,688.64
["Bedroom", "Other/Custom"]
3
0
{"bedrooms": [396, 410, 310], "bathrooms": [], "other": {"Other/Custom": 324}}
{"bedrooms": [0, 0, 0], "bathrooms": [], "other": {"Other/Custom": 0}}
{"bedrooms": ["High-end", "Mid-range", "Budget-friendly"], "bathrooms": [], "other": {"Other/Custom": "Budget-friendly"}}
["No", "No", "No", "No"]
1,737
Chorlton
152,772.83
562,920.31
["Bedroom", "Other/Custom"]
7
0
{"bedrooms": [312, 401, 448, 397, 345, 382, 334], "bathrooms": [], "other": {"Other/Custom": 347}}
{"bedrooms": [0, 0, 0, 0, 0, 0, 0], "bathrooms": [], "other": {"Other/Custom": 0}}
{"bedrooms": ["High-end", "High-end", "Mid-range", "Mid-range", "Budget-friendly", "Budget-friendly", "Budget-friendly"], "bathrooms": [], "other": {"Other/Custom": "Mid-range"}}
["No", "No", "No", "No", "No", "No", "No", "No"]
3,682
Bolton
308,756.77
694,789.12
["Living room", "Kitchen", "Other/Custom"]
0
0
{"bedrooms": [], "bathrooms": [], "other": {"Living room": 488, "Kitchen": 307, "Other/Custom": 450}}
{"bedrooms": [], "bathrooms": [], "other": {"Living room": 0, "Kitchen": 0, "Other/Custom": 301}}
{"bedrooms": [], "bathrooms": [], "other": {"Living room": "Mid-range", "Kitchen": "High-end", "Other/Custom": "Mid-range"}}
["No", "No", "Yes"]
2,204
Cheadle
135,523.32
649,533.21
["Kitchen", "Other/Custom"]
0
0
{"bedrooms": [], "bathrooms": [], "other": {"Kitchen": 249, "Other/Custom": 273}}
{"bedrooms": [], "bathrooms": [], "other": {"Kitchen": 0, "Other/Custom": 0}}
{"bedrooms": [], "bathrooms": [], "other": {"Kitchen": "Mid-range", "Other/Custom": "High-end"}}
["No", "No"]
1,095
Withington
51,761.13
288,956.14
["Living room", "Other/Custom"]
0
0
{"bedrooms": [], "bathrooms": [], "other": {"Living room": 412, "Other/Custom": 263}}
{"bedrooms": [], "bathrooms": [], "other": {"Living room": 0, "Other/Custom": 0}}
{"bedrooms": [], "bathrooms": [], "other": {"Living room": "Budget-friendly", "Other/Custom": "Budget-friendly"}}
["No", "No"]
1,155
Didsbury
50,621.27
330,442.73
["Bedroom", "Living room"]
6
0
{"bedrooms": [319, 331, 448, 382, 356, 382], "bathrooms": [], "other": {"Living room": 589}}
{"bedrooms": [301, 301, 0, 0, 0, 0], "bathrooms": [], "other": {"Living room": 0}}
{"bedrooms": ["Budget-friendly", "Budget-friendly", "Mid-range", "High-end", "Budget-friendly", "Mid-range"], "bathrooms": [], "other": {"Living room": "Budget-friendly"}}
["Yes", "Yes", "No", "No", "No", "No", "No"]
3,454
Bury
277,007.41
689,305.73
["Bedroom", "Bathroom"]
3
2
{"bedrooms": [405, 372, 333], "bathrooms": [367, 382], "other": {}}
{"bedrooms": [0, 301, 0], "bathrooms": [0, 301], "other": {}}
{"bedrooms": ["High-end", "High-end", "High-end"], "bathrooms": ["Mid-range", "Mid-range"], "other": {}}
["No", "Yes", "No", "No", "Yes"]
1,752
Ashton-under-Lyne
225,299.61
351,718.17
["Full renovation"]
3
1
{"bedrooms": [], "bathrooms": [], "other": {"Full renovation": 2145}}
{"bedrooms": [0, 0, 0], "bathrooms": [0], "other": {"Full renovation": 0}}
{"bedrooms": [], "bathrooms": [], "other": {"Full renovation": "Mid-range"}}
["No"]
2,145
Stretford
195,860.45
540,951.95
["Bedroom", "Kitchen"]
3
0
{"bedrooms": [400, 345, 347], "bathrooms": [], "other": {"Kitchen": 339}}
{"bedrooms": [301, 0, 0], "bathrooms": [], "other": {"Kitchen": 0}}
{"bedrooms": ["High-end", "High-end", "Mid-range"], "bathrooms": [], "other": {"Kitchen": "Mid-range"}}
["Yes", "No", "No", "No"]
1,613
Bury
173,098.41
317,975.25
["Living room", "Other/Custom"]
0
0
{"bedrooms": [], "bathrooms": [], "other": {"Living room": 545, "Other/Custom": 365}}
{"bedrooms": [], "bathrooms": [], "other": {"Living room": 0, "Other/Custom": 0}}
{"bedrooms": [], "bathrooms": [], "other": {"Living room": "Mid-range", "Other/Custom": "Budget-friendly"}}
["No", "No"]
1,656
Ashton-under-Lyne
75,977.79
323,612.1
["Bedroom", "Bathroom"]
6
3
{"bedrooms": [327, 312, 329, 302, 404, 437], "bathrooms": [412, 361, 309], "other": {}}
{"bedrooms": [301, 0, 0, 0, 0, 0], "bathrooms": [0, 301, 0], "other": {}}
{"bedrooms": ["Mid-range", "High-end", "Budget-friendly", "High-end", "Mid-range", "Budget-friendly"], "bathrooms": ["Budget-friendly", "High-end", "Mid-range"], "other": {}}
["Yes", "No", "No", "No", "No", "No", "No", "Yes", "No"]
2,886
Tameside
381,402.81
549,220.35
["Bedroom", "Other/Custom"]
3
0
{"bedrooms": [407, 447, 340], "bathrooms": [], "other": {"Other/Custom": 394}}
{"bedrooms": [301, 0, 0], "bathrooms": [], "other": {"Other/Custom": 301}}
{"bedrooms": ["Mid-range", "Budget-friendly", "High-end"], "bathrooms": [], "other": {"Other/Custom": "Mid-range"}}
["Yes", "No", "No", "Yes"]
2,287
Bury
173,096.45
441,146.71
["Living room", "Kitchen", "Other/Custom"]
0
0
{"bedrooms": [], "bathrooms": [], "other": {"Living room": 242, "Kitchen": 195, "Other/Custom": 200}}
{"bedrooms": [], "bathrooms": [], "other": {"Living room": 207.21806853582555, "Kitchen": 0, "Other/Custom": 0}}
{"bedrooms": [], "bathrooms": [], "other": {"Living room": "Budget-friendly", "Kitchen": "High-end", "Other/Custom": "Mid-range"}}
["Yes", "No", "No"]
808
Bury
76,513.07
156,017.79
["Living room", "Other/Custom"]
0
0
{"bedrooms": [], "bathrooms": [], "other": {"Living room": 489, "Other/Custom": 409}}
{"bedrooms": [], "bathrooms": [], "other": {"Living room": 538, "Other/Custom": 0}}
{"bedrooms": [], "bathrooms": [], "other": {"Living room": "Budget-friendly", "Other/Custom": "Mid-range"}}
["Yes", "No"]
3,604
Wigan
82,048.88
475,533.26
["Living room", "Kitchen"]
0
0
{"bedrooms": [], "bathrooms": [], "other": {"Living room": 481, "Kitchen": 334}}
{"bedrooms": [], "bathrooms": [], "other": {"Living room": 0, "Kitchen": 0}}
{"bedrooms": [], "bathrooms": [], "other": {"Living room": "Budget-friendly", "Kitchen": "Mid-range"}}
["No", "No"]
1,873
Rochdale
74,992.8
285,868.25
["Bedroom", "Bathroom", "Other/Custom"]
7
4
{"bedrooms": [399, 356, 432, 386, 320, 333, 440], "bathrooms": [351, 345, 367, 447], "other": {"Other/Custom": 445}}
{"bedrooms": [301, 0, 0, 0, 0, 0, 0], "bathrooms": [0, 301, 0, 301], "other": {"Other/Custom": 0}}
{"bedrooms": ["Budget-friendly", "High-end", "Mid-range", "Budget-friendly", "High-end", "Budget-friendly", "Budget-friendly"], "bathrooms": ["Mid-range", "Budget-friendly", "High-end", "High-end"], "other": {"Other/Custom": "High-end"}}
["Yes", "No", "No", "No", "No", "No", "No", "No", "Yes", "No", "Yes", "No"]
4,121
Tameside
508,689.35
746,384.57
["Bathroom", "Other/Custom"]
0
1
{"bedrooms": [], "bathrooms": [306], "other": {"Other/Custom": 418}}
{"bedrooms": [], "bathrooms": [0], "other": {"Other/Custom": 301}}
{"bedrooms": [], "bathrooms": ["Budget-friendly"], "other": {"Other/Custom": "Mid-range"}}
["No", "Yes"]
2,583
Oldham
81,970.57
468,938.19
["Bathroom", "Kitchen"]
0
1
{"bedrooms": [], "bathrooms": [359], "other": {"Kitchen": 291}}
{"bedrooms": [], "bathrooms": [301], "other": {"Kitchen": 0}}
{"bedrooms": [], "bathrooms": ["High-end"], "other": {"Kitchen": "Mid-range"}}
["Yes", "No"]
1,916
Didsbury
101,605.52
545,286.69
["Living room", "Kitchen"]
0
0
{"bedrooms": [], "bathrooms": [], "other": {"Living room": 542, "Kitchen": 363}}
{"bedrooms": [], "bathrooms": [], "other": {"Living room": 0, "Kitchen": 0}}
{"bedrooms": [], "bathrooms": [], "other": {"Living room": "Budget-friendly", "Kitchen": "Mid-range"}}
["No", "No"]
6,770
Altrincham
73,408.18
2,464,358.83
["Kitchen", "Other/Custom"]
0
0
{"bedrooms": [], "bathrooms": [], "other": {"Kitchen": 260, "Other/Custom": 288}}
{"bedrooms": [], "bathrooms": [], "other": {"Kitchen": 232.55477855477855, "Other/Custom": 0}}
{"bedrooms": [], "bathrooms": [], "other": {"Kitchen": "High-end", "Other/Custom": "Mid-range"}}
["Yes", "No"]
1,212
Didsbury
65,572.43
346,589.02
["Bedroom", "Bathroom", "Living room"]
11
6
{"bedrooms": [325, 428, 425, 302, 397, 421, 312, 446, 388, 400, 448], "bathrooms": [392, 331, 315, 449, 369, 400], "other": {"Living room": 444}}
{"bedrooms": [301, 0, 301, 0, 301, 301, 0, 0, 0, 0, 0], "bathrooms": [301, 0, 0, 0, 301, 0], "other": {"Living room": 0}}
{"bedrooms": ["Budget-friendly", "High-end", "Mid-range", "Mid-range", "High-end", "Budget-friendly", "Budget-friendly", "High-end", "Budget-friendly", "Budget-friendly", "Budget-friendly"], "bathrooms": ["Mid-range", "Budget-friendly", "Budget-friendly", "Mid-range", "Budget-friendly", "High-end"], "other": {"Living r...
["Yes", "No", "Yes", "No", "Yes", "Yes", "No", "No", "No", "No", "No", "Yes", "No", "No", "No", "Yes", "No", "No"]
6,528
Altrincham
725,155.94
2,311,807.55
["Bedroom", "Bathroom", "Living room"]
2
1
{"bedrooms": [195, 188], "bathrooms": [190], "other": {"Living room": 275}}
{"bedrooms": [135.29906542056074, 0], "bathrooms": [0], "other": {"Living room": 0}}
{"bedrooms": ["Budget-friendly", "Mid-range"], "bathrooms": ["High-end"], "other": {"Living room": "Budget-friendly"}}
["Yes", "No", "No", "No"]
956
Salford
91,827.45
321,075.78
["Bedroom", "Other/Custom"]
5
0
{"bedrooms": [404, 313, 314, 382, 315], "bathrooms": [], "other": {"Other/Custom": 359}}
{"bedrooms": [0, 0, 0, 301, 0], "bathrooms": [], "other": {"Other/Custom": 0}}
{"bedrooms": ["Mid-range", "High-end", "Budget-friendly", "Mid-range", "High-end"], "bathrooms": [], "other": {"Other/Custom": "High-end"}}
["No", "No", "No", "Yes", "No", "No"]
2,528
Withington
252,933.92
656,288.17
["Kitchen", "Other/Custom"]
0
0
{"bedrooms": [], "bathrooms": [], "other": {"Kitchen": 372, "Other/Custom": 420}}
{"bedrooms": [], "bathrooms": [], "other": {"Kitchen": 0, "Other/Custom": 0}}
{"bedrooms": [], "bathrooms": [], "other": {"Kitchen": "Budget-friendly", "Other/Custom": "Mid-range"}}
["No", "No"]
3,403
Bury
75,143.85
702,857.05
["Living room", "Kitchen"]
0
0
{"bedrooms": [], "bathrooms": [], "other": {"Living room": 499, "Kitchen": 352}}
{"bedrooms": [], "bathrooms": [], "other": {"Living room": 0, "Kitchen": 0}}
{"bedrooms": [], "bathrooms": [], "other": {"Living room": "Budget-friendly", "Kitchen": "High-end"}}
["No", "No"]
7,070
Altrincham
83,082.71
2,594,652.51
["Bathroom", "Living room"]
0
1
{"bedrooms": [], "bathrooms": [282], "other": {"Living room": 395}}
{"bedrooms": [], "bathrooms": [0], "other": {"Living room": 0}}
{"bedrooms": [], "bathrooms": ["Mid-range"], "other": {"Living room": "Mid-range"}}
["No", "No"]
1,400
Salford
52,855.34
503,232.35
["Bedroom", "Living room"]
3
0
{"bedrooms": [398, 302, 316], "bathrooms": [], "other": {"Living room": 501}}
{"bedrooms": [0, 301, 0], "bathrooms": [], "other": {"Living room": 0}}
{"bedrooms": ["Mid-range", "Mid-range", "Budget-friendly"], "bathrooms": [], "other": {"Living room": "Mid-range"}}
["No", "Yes", "No", "No"]
1,975
Didsbury
156,529.76
530,380.72
["Kitchen", "Other/Custom"]
0
0
{"bedrooms": [], "bathrooms": [], "other": {"Kitchen": 347, "Other/Custom": 361}}
{"bedrooms": [], "bathrooms": [], "other": {"Kitchen": 377, "Other/Custom": 0}}
{"bedrooms": [], "bathrooms": [], "other": {"Kitchen": "Budget-friendly", "Other/Custom": "Budget-friendly"}}
["Yes", "No"]
2,239
Bury
77,840.83
434,651.68
["Bedroom", "Living room"]
1
0
{"bedrooms": [199], "bathrooms": [], "other": {"Living room": 300}}
{"bedrooms": [147.33644859813086], "bathrooms": [], "other": {"Living room": 0}}
{"bedrooms": ["Mid-range"], "bathrooms": [], "other": {"Living room": "Mid-range"}}
["Yes", "No"]
1,048
Sale
47,811.64
336,217.7
["Full renovation"]
1
1
{"bedrooms": [], "bathrooms": [], "other": {"Full renovation": 594}}
{"bedrooms": [0], "bathrooms": [0], "other": {"Full renovation": 0}}
{"bedrooms": [], "bathrooms": [], "other": {"Full renovation": "Budget-friendly"}}
["No"]
594
Manchester City Centre
75,093.63
200,261.89
["Bathroom", "Other/Custom"]
0
1
{"bedrooms": [], "bathrooms": [332], "other": {"Other/Custom": 428}}
{"bedrooms": [], "bathrooms": [0], "other": {"Other/Custom": 0}}
{"bedrooms": [], "bathrooms": ["Mid-range"], "other": {"Other/Custom": "Budget-friendly"}}
["No", "No"]
2,279
Manchester City Centre
73,055.88
762,991.36
["Living room", "Other/Custom"]
0
0
{"bedrooms": [], "bathrooms": [], "other": {"Living room": 284, "Other/Custom": 192}}
{"bedrooms": [], "bathrooms": [], "other": {"Living room": 0, "Other/Custom": 0}}
{"bedrooms": [], "bathrooms": [], "other": {"Living room": "Budget-friendly", "Other/Custom": "Mid-range"}}
["No", "No"]
982
Bury
44,478.77
227,850.47
["Bathroom", "Living room"]
0
1
{"bedrooms": [], "bathrooms": [348], "other": {"Living room": 542}}
{"bedrooms": [], "bathrooms": [301], "other": {"Living room": 0}}
{"bedrooms": [], "bathrooms": ["High-end"], "other": {"Living room": "Mid-range"}}
["Yes", "No"]
2,599
Tameside
103,460.07
495,066.43
["Bedroom", "Kitchen"]
4
0
{"bedrooms": [380, 323, 365, 309], "bathrooms": [], "other": {"Kitchen": 281}}
{"bedrooms": [301, 0, 0, 301], "bathrooms": [], "other": {"Kitchen": 0}}
{"bedrooms": ["Mid-range", "Mid-range", "Budget-friendly", "Budget-friendly"], "bathrooms": [], "other": {"Kitchen": "High-end"}}
["Yes", "No", "No", "Yes", "No"]
2,359
Rochdale
213,364.15
359,339.54
["Bedroom", "Bathroom", "Living room"]
1
1
{"bedrooms": [185], "bathrooms": [198], "other": {"Living room": 279}}
{"bedrooms": [136.60747663551402], "bathrooms": [136.60747663551402], "other": {"Living room": 0}}
{"bedrooms": ["Budget-friendly"], "bathrooms": ["Mid-range"], "other": {"Living room": "High-end"}}
["Yes", "Yes", "No"]
966
Levenshulme
69,604.67
277,997.49
["Bedroom", "Living room"]
12
0
{"bedrooms": [434, 375, 305, 407, 308, 397, 324, 431, 301, 338, 413, 361], "bathrooms": [], "other": {"Living room": 449}}
{"bedrooms": [0, 301, 0, 0, 0, 0, 0, 0, 301, 301, 0, 0], "bathrooms": [], "other": {"Living room": 0}}
{"bedrooms": ["Mid-range", "Budget-friendly", "Mid-range", "Budget-friendly", "Budget-friendly", "Budget-friendly", "High-end", "Budget-friendly", "Budget-friendly", "High-end", "Budget-friendly", "Budget-friendly"], "bathrooms": [], "other": {"Living room": "High-end"}}
["No", "Yes", "No", "No", "No", "No", "No", "No", "Yes", "Yes", "No", "No", "No"]
6,747
Altrincham
508,399.87
2,426,641.11
["Kitchen", "Other/Custom"]
0
0
{"bedrooms": [], "bathrooms": [], "other": {"Kitchen": 233, "Other/Custom": 280}}
{"bedrooms": [], "bathrooms": [], "other": {"Kitchen": 225.018648018648, "Other/Custom": 0}}
{"bedrooms": [], "bathrooms": [], "other": {"Kitchen": "Budget-friendly", "Other/Custom": "Budget-friendly"}}
["Yes", "No"]
1,151
Stockport
52,827.11
268,150.4
["Living room", "Other/Custom"]
0
0
{"bedrooms": [], "bathrooms": [], "other": {"Living room": 578, "Other/Custom": 354}}
{"bedrooms": [], "bathrooms": [], "other": {"Living room": 538, "Other/Custom": 0}}
{"bedrooms": [], "bathrooms": [], "other": {"Living room": "Budget-friendly", "Other/Custom": "Mid-range"}}
["Yes", "No"]
2,900
Oldham
82,048.88
555,686.31
["Bedroom", "Bathroom", "Kitchen"]
7
6
{"bedrooms": [423, 319, 385, 420, 390, 380, 402], "bathrooms": [361, 419, 360, 335, 395, 351], "other": {"Kitchen": 314}}
{"bedrooms": [0, 301, 301, 301, 0, 0, 0], "bathrooms": [0, 0, 0, 0, 0, 0], "other": {"Kitchen": 0}}
{"bedrooms": ["Budget-friendly", "Mid-range", "High-end", "High-end", "High-end", "Budget-friendly", "Budget-friendly"], "bathrooms": ["Budget-friendly", "High-end", "High-end", "Budget-friendly", "Budget-friendly", "Budget-friendly"], "other": {"Kitchen": "Budget-friendly"}}
["No", "Yes", "Yes", "Yes", "No", "No", "No", "No", "No", "No", "No", "No", "No", "No"]
3,575
Bolton
562,546.14
709,873.2
["Living room", "Other/Custom"]
0
0
{"bedrooms": [], "bathrooms": [], "other": {"Living room": 519, "Other/Custom": 362}}
{"bedrooms": [], "bathrooms": [], "other": {"Living room": 0, "Other/Custom": 0}}
{"bedrooms": [], "bathrooms": [], "other": {"Living room": "Budget-friendly", "Other/Custom": "High-end"}}
["No", "No"]
2,903
Withington
79,707.88
729,116.82
["Bedroom", "Living room"]
2
0
{"bedrooms": [370, 390], "bathrooms": [], "other": {"Living room": 466}}
{"bedrooms": [0, 0], "bathrooms": [], "other": {"Living room": 538}}
{"bedrooms": ["High-end", "Budget-friendly"], "bathrooms": [], "other": {"Living room": "Budget-friendly"}}
["No", "No", "Yes"]
1,577
Levenshulme
89,841.33
412,130.17
["Bedroom", "Bathroom"]
5
3
{"bedrooms": [450, 391, 318, 418, 409], "bathrooms": [440, 433, 352], "other": {}}
{"bedrooms": [0, 0, 0, 0, 301], "bathrooms": [0, 0, 0], "other": {}}
{"bedrooms": ["High-end", "Budget-friendly", "High-end", "High-end", "Budget-friendly"], "bathrooms": ["Budget-friendly", "Budget-friendly", "Mid-range"], "other": {}}
["No", "No", "No", "No", "Yes", "No", "No", "No"]
3,057
Oldham
313,696.75
600,882.54
["Bedroom", "Kitchen"]
1
0
{"bedrooms": [130], "bathrooms": [], "other": {"Kitchen": 156}}
{"bedrooms": [0], "bathrooms": [], "other": {"Kitchen": 0}}
{"bedrooms": ["Mid-range"], "bathrooms": [], "other": {"Kitchen": "Mid-range"}}
["No", "No"]
702
Bury
45,665.73
156,769.26
["Bedroom", "Bathroom"]
6
4
{"bedrooms": [331, 334, 429, 439, 390, 338], "bathrooms": [325, 346, 330, 396], "other": {}}
{"bedrooms": [0, 0, 0, 0, 0, 0], "bathrooms": [301, 0, 301, 0], "other": {}}
{"bedrooms": ["High-end", "Budget-friendly", "Budget-friendly", "High-end", "High-end", "Budget-friendly"], "bathrooms": ["Budget-friendly", "Mid-range", "Mid-range", "Budget-friendly"], "other": {}}
["No", "No", "No", "No", "No", "No", "Yes", "No", "Yes", "No"]
3,937
Wigan
398,433.78
505,928.47
["Kitchen", "Other/Custom"]
0
0
{"bedrooms": [], "bathrooms": [], "other": {"Kitchen": 157, "Other/Custom": 129}}
{"bedrooms": [], "bathrooms": [], "other": {"Kitchen": 157.69628647214853, "Other/Custom": 105.31962864721486}}
{"bedrooms": [], "bathrooms": [], "other": {"Kitchen": "Mid-range", "Other/Custom": "Mid-range"}}
["Yes", "Yes"]
707
Manchester City Centre
47,217.82
249,350.05
["Bedroom", "Kitchen"]
6
0
{"bedrooms": [419, 396, 441, 397, 375, 332], "bathrooms": [], "other": {"Kitchen": 306}}
{"bedrooms": [0, 301, 0, 0, 301, 0], "bathrooms": [], "other": {"Kitchen": 0}}
{"bedrooms": ["Mid-range", "Mid-range", "Mid-range", "High-end", "High-end", "Budget-friendly"], "bathrooms": [], "other": {"Kitchen": "High-end"}}
["No", "Yes", "No", "No", "Yes", "No", "No"]
3,183
Bolton
303,381.42
657,088.92
["Bathroom", "Kitchen"]
0
1
{"bedrooms": [], "bathrooms": [178], "other": {"Kitchen": 191}}
{"bedrooms": [], "bathrooms": [0], "other": {"Kitchen": 0}}
{"bedrooms": [], "bathrooms": ["High-end"], "other": {"Kitchen": "Mid-range"}}
["No", "No"]
869
Salford
48,183.77
317,982.87
["Bathroom", "Other/Custom"]
0
1
{"bedrooms": [], "bathrooms": [200], "other": {"Other/Custom": 198}}
{"bedrooms": [], "bathrooms": [0], "other": {"Other/Custom": 0}}
{"bedrooms": [], "bathrooms": ["High-end"], "other": {"Other/Custom": "Mid-range"}}
["No", "No"]
1,046
Sale
49,526.14
332,661.03
["Bedroom", "Living room"]
2
0
{"bedrooms": [299, 292], "bathrooms": [], "other": {"Living room": 419}}
{"bedrooms": [0, 0], "bathrooms": [], "other": {"Living room": 0}}
{"bedrooms": ["Budget-friendly", "Budget-friendly"], "bathrooms": [], "other": {"Living room": "High-end"}}
["No", "No", "No"]
1,467
Salford
80,983.57
460,056.77
["Living room", "Kitchen", "Other/Custom"]
0
0
{"bedrooms": [], "bathrooms": [], "other": {"Living room": 448, "Kitchen": 279, "Other/Custom": 407}}
{"bedrooms": [], "bathrooms": [], "other": {"Living room": 0, "Kitchen": 0, "Other/Custom": 301}}
{"bedrooms": [], "bathrooms": [], "other": {"Living room": "Budget-friendly", "Kitchen": "High-end", "Other/Custom": "High-end"}}
["No", "No", "Yes"]
2,488
Salford
134,383.94
791,207.51
["Full renovation"]
13
9
{"bedrooms": [], "bathrooms": [], "other": {"Full renovation": 6610}}
{"bedrooms": [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], "bathrooms": [0, 0, 0, 0, 0, 0, 0, 0, 0], "other": {"Full renovation": 0}}
{"bedrooms": [], "bathrooms": [], "other": {"Full renovation": "Mid-range"}}
["No"]
6,610
Altrincham
815,314.83
2,276,632.3
["Bedroom", "Kitchen"]
1
0
{"bedrooms": [194], "bathrooms": [], "other": {"Kitchen": 207}}
{"bedrooms": [0], "bathrooms": [], "other": {"Kitchen": 0}}
{"bedrooms": ["Mid-range"], "bathrooms": [], "other": {"Kitchen": "High-end"}}
["No", "No"]
909
Sale
53,579.6
287,613.32
["Bathroom", "Kitchen"]
0
1
{"bedrooms": [], "bathrooms": [434], "other": {"Kitchen": 273}}
{"bedrooms": [], "bathrooms": [0], "other": {"Kitchen": 0}}
{"bedrooms": [], "bathrooms": ["Budget-friendly"], "other": {"Kitchen": "Mid-range"}}
["No", "No"]
2,117
Bury
74,134.98
421,247.47
["Bathroom", "Kitchen"]
0
1
{"bedrooms": [], "bathrooms": [378], "other": {"Kitchen": 335}}
{"bedrooms": [], "bathrooms": [0], "other": {"Kitchen": 0}}
{"bedrooms": [], "bathrooms": ["Budget-friendly"], "other": {"Kitchen": "Budget-friendly"}}
["No", "No"]
3,625
Wigan
70,077.98
489,978.11
["Full renovation"]
1
1
{"bedrooms": [], "bathrooms": [], "other": {"Full renovation": 672}}
{"bedrooms": [0], "bathrooms": [0], "other": {"Full renovation": 0}}
{"bedrooms": [], "bathrooms": [], "other": {"Full renovation": "High-end"}}
["No"]
672
Manchester City Centre
100,099.57
224,727.25
["Living room", "Kitchen"]
0
0
{"bedrooms": [], "bathrooms": [], "other": {"Living room": 592, "Kitchen": 337}}
{"bedrooms": [], "bathrooms": [], "other": {"Living room": 0, "Kitchen": 377}}
{"bedrooms": [], "bathrooms": [], "other": {"Living room": "Mid-range", "Kitchen": "Budget-friendly"}}
["No", "Yes"]
3,685
Trafford
82,048.88
1,039,348.08
["Bathroom", "Living room"]
0
1
{"bedrooms": [], "bathrooms": [415], "other": {"Living room": 556}}
{"bedrooms": [], "bathrooms": [301], "other": {"Living room": 0}}
{"bedrooms": [], "bathrooms": ["Mid-range"], "other": {"Living room": "Mid-range"}}
["Yes", "No"]
1,889
Stretford
87,103.91
493,446.36
["Kitchen", "Other/Custom"]
0
0
{"bedrooms": [], "bathrooms": [], "other": {"Kitchen": 174, "Other/Custom": 189}}
{"bedrooms": [], "bathrooms": [], "other": {"Kitchen": 0, "Other/Custom": 110.17757009345794}}
{"bedrooms": [], "bathrooms": [], "other": {"Kitchen": "High-end", "Other/Custom": "Budget-friendly"}}
["No", "Yes"]
764
Stockport
52,248.82
191,028.62
["Bathroom", "Kitchen"]
0
1
{"bedrooms": [], "bathrooms": [415], "other": {"Kitchen": 319}}
{"bedrooms": [], "bathrooms": [301], "other": {"Kitchen": 377}}
{"bedrooms": [], "bathrooms": ["Budget-friendly"], "other": {"Kitchen": "High-end"}}
["Yes", "Yes"]
3,756
Tameside
103,362.22
716,364.29
["Living room", "Kitchen"]
0
0
{"bedrooms": [], "bathrooms": [], "other": {"Living room": 590, "Kitchen": 272}}
{"bedrooms": [], "bathrooms": [], "other": {"Living room": 538, "Kitchen": 0}}
{"bedrooms": [], "bathrooms": [], "other": {"Living room": "Mid-range", "Kitchen": "Budget-friendly"}}
["Yes", "No"]
2,736
Withington
84,933.08
703,143.56
["Bedroom", "Bathroom"]
4
3
{"bedrooms": [324, 336, 327, 432], "bathrooms": [386, 393, 374], "other": {}}
{"bedrooms": [0, 301, 0, 0], "bathrooms": [301, 0, 0], "other": {}}
{"bedrooms": ["Budget-friendly", "Budget-friendly", "Mid-range", "High-end"], "bathrooms": ["Budget-friendly", "Budget-friendly", "Budget-friendly"], "other": {}}
["No", "Yes", "No", "No", "Yes", "No", "No"]
2,130
Levenshulme
278,883.58
532,798.9
["Bedroom", "Bathroom", "Other/Custom"]
2
1
{"bedrooms": [300, 300], "bathrooms": [300], "other": {"Other/Custom": 298}}
{"bedrooms": [0, 214.11888111888112], "bathrooms": [0], "other": {"Other/Custom": 0}}
{"bedrooms": ["Budget-friendly", "Mid-range"], "bathrooms": ["Mid-range"], "other": {"Other/Custom": "Budget-friendly"}}
["No", "Yes", "No", "No"]
1,501
Trafford
107,209.96
450,007.92
["Bathroom", "Living room"]
0
1
{"bedrooms": [], "bathrooms": [424], "other": {"Living room": 424}}
{"bedrooms": [], "bathrooms": [301], "other": {"Living room": 0}}
{"bedrooms": [], "bathrooms": ["Budget-friendly"], "other": {"Living room": "Budget-friendly"}}
["Yes", "No"]
2,171
Stretford
80,532.22
582,751.46
["Kitchen", "Other/Custom"]
0
0
{"bedrooms": [], "bathrooms": [], "other": {"Kitchen": 328, "Other/Custom": 392}}
{"bedrooms": [], "bathrooms": [], "other": {"Kitchen": 0, "Other/Custom": 301}}
{"bedrooms": [], "bathrooms": [], "other": {"Kitchen": "Mid-range", "Other/Custom": "High-end"}}
["No", "Yes"]
1,667
Chorlton
91,737.7
540,813.76
["Living room", "Kitchen"]
0
0
{"bedrooms": [], "bathrooms": [], "other": {"Living room": 523, "Kitchen": 277}}
{"bedrooms": [], "bathrooms": [], "other": {"Living room": 0, "Kitchen": 0}}
{"bedrooms": [], "bathrooms": [], "other": {"Living room": "Mid-range", "Kitchen": "High-end"}}
["No", "No"]
2,988
Rochdale
87,851.59
461,411.67
["Living room", "Kitchen"]
0
0
{"bedrooms": [], "bathrooms": [], "other": {"Living room": 249, "Kitchen": 199}}
{"bedrooms": [], "bathrooms": [], "other": {"Living room": 208.60124610591902, "Kitchen": 0}}
{"bedrooms": [], "bathrooms": [], "other": {"Living room": "Mid-range", "Kitchen": "Mid-range"}}
["Yes", "No"]
814
Stockport
47,210.34
207,997.05
["Bedroom", "Bathroom", "Kitchen"]
3
1
{"bedrooms": [331, 391, 333], "bathrooms": [425], "other": {"Kitchen": 308}}
{"bedrooms": [0, 0, 0], "bathrooms": [0], "other": {"Kitchen": 377}}
{"bedrooms": ["Mid-range", "Mid-range", "Mid-range"], "bathrooms": ["Mid-range"], "other": {"Kitchen": "Mid-range"}}
["No", "No", "No", "No", "Yes"]
2,051
Ashton-under-Lyne
205,806.03
418,504.88
["Living room", "Kitchen", "Other/Custom"]
0
0
{"bedrooms": [], "bathrooms": [], "other": {"Living room": 583, "Kitchen": 309, "Other/Custom": 389}}
{"bedrooms": [], "bathrooms": [], "other": {"Living room": 0, "Kitchen": 0, "Other/Custom": 301}}
{"bedrooms": [], "bathrooms": [], "other": {"Living room": "Budget-friendly", "Kitchen": "Budget-friendly", "Other/Custom": "Budget-friendly"}}
["No", "No", "Yes"]
2,192
Didsbury
113,619.97
604,263.78
["Bedroom", "Bathroom", "Other/Custom"]
2
1
{"bedrooms": [392, 426], "bathrooms": [447], "other": {"Other/Custom": 387}}
{"bedrooms": [0, 301], "bathrooms": [301], "other": {"Other/Custom": 0}}
{"bedrooms": ["Mid-range", "High-end"], "bathrooms": ["Mid-range"], "other": {"Other/Custom": "Mid-range"}}
["No", "Yes", "Yes", "No"]
1,569
Manchester City Centre
127,065.86
529,432.84
["Living room", "Kitchen", "Other/Custom"]
0
0
{"bedrooms": [], "bathrooms": [], "other": {"Living room": 464, "Kitchen": 331, "Other/Custom": 307}}
{"bedrooms": [], "bathrooms": [], "other": {"Living room": 0, "Kitchen": 377, "Other/Custom": 0}}
{"bedrooms": [], "bathrooms": [], "other": {"Living room": "Mid-range", "Kitchen": "Budget-friendly", "Other/Custom": "Budget-friendly"}}
["No", "Yes", "No"]
3,518
Bolton
117,205.54
727,695.94
["Living room", "Other/Custom"]
0
0
{"bedrooms": [], "bathrooms": [], "other": {"Living room": 365, "Other/Custom": 247}}
{"bedrooms": [], "bathrooms": [], "other": {"Living room": 292.1981351981352, "Other/Custom": 165.06993006993008}}
{"bedrooms": [], "bathrooms": [], "other": {"Living room": "Mid-range", "Other/Custom": "Budget-friendly"}}
["Yes", "Yes"]
1,167
Didsbury
58,765.17
333,738.34
["Bedroom", "Kitchen"]
4
0
{"bedrooms": [385, 364, 404, 368], "bathrooms": [], "other": {"Kitchen": 375}}
{"bedrooms": [0, 0, 301, 0], "bathrooms": [], "other": {"Kitchen": 0}}
{"bedrooms": ["Budget-friendly", "Mid-range", "Mid-range", "Mid-range"], "bathrooms": [], "other": {"Kitchen": "Budget-friendly"}}
["No", "No", "Yes", "No", "No"]
1,983
Didsbury
192,308.9
548,076.89
["Bedroom", "Bathroom", "Living room"]
7
5
{"bedrooms": [377, 366, 413, 317, 401, 416, 392], "bathrooms": [372, 350, 316, 446, 396], "other": {"Living room": 540}}
{"bedrooms": [0, 0, 0, 0, 0, 0, 0], "bathrooms": [0, 0, 0, 0, 0], "other": {"Living room": 0}}
{"bedrooms": ["Budget-friendly", "Mid-range", "Mid-range", "High-end", "Mid-range", "Budget-friendly", "Mid-range"], "bathrooms": ["High-end", "Budget-friendly", "High-end", "Mid-range", "High-end"], "other": {"Living room": "Budget-friendly"}}
["No", "No", "No", "No", "No", "No", "No", "No", "No", "No", "No", "No", "No"]
3,933
Prestwich
518,239.82
973,254.85
["Bedroom", "Bathroom", "Other/Custom"]
1
1
{"bedrooms": [162], "bathrooms": [175], "other": {"Other/Custom": 199}}
{"bedrooms": [0], "bathrooms": [0], "other": {"Other/Custom": 123.13084112149532}}
{"bedrooms": ["Mid-range"], "bathrooms": ["Budget-friendly"], "other": {"Other/Custom": "Budget-friendly"}}
["No", "No", "Yes"]
863
Stockport
63,238.67
207,986.36
["Bathroom", "Other/Custom"]
0
1
{"bedrooms": [], "bathrooms": [431], "other": {"Other/Custom": 313}}
{"bedrooms": [], "bathrooms": [0], "other": {"Other/Custom": 0}}
{"bedrooms": [], "bathrooms": ["Mid-range"], "other": {"Other/Custom": "High-end"}}
["No", "No"]
1,950
Cheadle
82,564.05
586,133.66
["Living room", "Kitchen", "Other/Custom"]
0
0
{"bedrooms": [], "bathrooms": [], "other": {"Living room": 517, "Kitchen": 306, "Other/Custom": 354}}
{"bedrooms": [], "bathrooms": [], "other": {"Living room": 538, "Kitchen": 377, "Other/Custom": 0}}
{"bedrooms": [], "bathrooms": [], "other": {"Living room": "Mid-range", "Kitchen": "High-end", "Other/Custom": "Budget-friendly"}}
["Yes", "Yes", "No"]
4,439
Prestwich
144,018.5
1,031,847.05
["Bathroom", "Living room"]
0
1
{"bedrooms": [], "bathrooms": [332], "other": {"Living room": 462}}
{"bedrooms": [], "bathrooms": [0], "other": {"Living room": 0}}
{"bedrooms": [], "bathrooms": ["High-end"], "other": {"Living room": "Budget-friendly"}}
["No", "No"]
1,671
Ashton-under-Lyne
82,762.45
316,335.6
["Bedroom", "Bathroom", "Kitchen"]
3
2
{"bedrooms": [328, 353, 387], "bathrooms": [363, 440], "other": {"Kitchen": 366}}
{"bedrooms": [0, 0, 0], "bathrooms": [0, 301], "other": {"Kitchen": 377}}
{"bedrooms": ["Budget-friendly", "Mid-range", "Mid-range"], "bathrooms": ["Budget-friendly", "High-end"], "other": {"Kitchen": "Budget-friendly"}}
["No", "No", "No", "No", "Yes", "Yes"]
1,732
Chorlton
254,964.45
570,697.7
["Bedroom", "Bathroom", "Other/Custom"]
5
2
{"bedrooms": [443, 326, 339, 423, 346], "bathrooms": [444, 349], "other": {"Other/Custom": 305}}
{"bedrooms": [0, 0, 0, 0, 0], "bathrooms": [0, 301], "other": {"Other/Custom": 0}}
{"bedrooms": ["Budget-friendly", "Budget-friendly", "Mid-range", "High-end", "Budget-friendly"], "bathrooms": ["High-end", "Budget-friendly"], "other": {"Other/Custom": "Mid-range"}}
["No", "No", "No", "No", "No", "No", "Yes", "No"]
2,679
Rochdale
315,615.68
389,377.37
["Living room", "Kitchen"]
0
0
{"bedrooms": [], "bathrooms": [], "other": {"Living room": 494, "Kitchen": 307}}
{"bedrooms": [], "bathrooms": [], "other": {"Living room": 538, "Kitchen": 0}}
{"bedrooms": [], "bathrooms": [], "other": {"Living room": "High-end", "Kitchen": "High-end"}}
["Yes", "No"]
4,197
Trafford
100,873.16
1,265,332.17
["Bedroom", "Bathroom", "Kitchen"]
2
1
{"bedrooms": [254, 285], "bathrooms": [260], "other": {"Kitchen": 235}}
{"bedrooms": [0, 0], "bathrooms": [174.02797202797203], "other": {"Kitchen": 234.53146853146853}}
{"bedrooms": ["High-end", "High-end"], "bathrooms": ["Budget-friendly"], "other": {"Kitchen": "High-end"}}
["No", "No", "Yes", "Yes"]
1,228
Chorlton
127,323.21
386,040.14
["Bathroom", "Other/Custom"]
0
1
{"bedrooms": [], "bathrooms": [426], "other": {"Other/Custom": 415}}
{"bedrooms": [], "bathrooms": [0], "other": {"Other/Custom": 0}}
{"bedrooms": [], "bathrooms": ["High-end"], "other": {"Other/Custom": "High-end"}}
["No", "No"]
6,220
Altrincham
89,381.08
2,105,373.36
["Kitchen", "Other/Custom"]
0
0
{"bedrooms": [], "bathrooms": [], "other": {"Kitchen": 370, "Other/Custom": 322}}
{"bedrooms": [], "bathrooms": [], "other": {"Kitchen": 0, "Other/Custom": 301}}
{"bedrooms": [], "bathrooms": [], "other": {"Kitchen": "High-end", "Other/Custom": "Budget-friendly"}}
["No", "Yes"]
7,429
Altrincham
90,610.22
2,749,565.24
["Bedroom", "Other/Custom"]
1
0
{"bedrooms": [184], "bathrooms": [], "other": {"Other/Custom": 182}}
{"bedrooms": [0], "bathrooms": [], "other": {"Other/Custom": 0}}
{"bedrooms": ["Mid-range"], "bathrooms": [], "other": {"Other/Custom": "Budget-friendly"}}
["No", "No"]
932
Stockport
44,677.73
237,640.1
["Living room", "Kitchen"]
0
0
{"bedrooms": [], "bathrooms": [], "other": {"Living room": 591, "Kitchen": 324}}
{"bedrooms": [], "bathrooms": [], "other": {"Living room": 538, "Kitchen": 0}}
{"bedrooms": [], "bathrooms": [], "other": {"Living room": "Mid-range", "Kitchen": "High-end"}}
["Yes", "No"]
1,778
Ashton-under-Lyne
96,158.61
344,918.33