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property_size
int64
600
2.8k
num_of_bedroom
int64
2
6
num_of_bathroom
int64
1
5
Location
stringclasses
20 values
sqft_renovated
int64
400
1.6k
sqft_to_add_to_property
int64
0
1.2k
structural_changes
bool
2 classes
type_of_project
stringclasses
1 value
renovation_type
stringclasses
6 values
material_grade
stringclasses
3 values
labour_rate_per_hr
int64
20
85
renovation_cost
int64
10k
280k
1,200
3
2
Manchester City Centre
800
0
false
Residential
Full renovation
High-end
50
80,000
1,500
4
3
Didsbury
1,000
200
true
Residential
Kitchen
Mid-range
40
45,000
900
2
1
Salford
600
0
false
Residential
Bathroom
Budget-Friendly
30
15,000
2,000
5
4
Altrincham
1,200
500
true
Residential
Bedroom
High-end
60
120,000
1,200
3
2
Stockport
800
0
false
Residential
Living room
Mid-range
45
30,000
1,000
2
1
Bolton
600
0
false
Residential
Other
Budget-Friendly
35
20,000
2,500
6
5
Trafford
1,500
1,000
true
Residential
Full renovation
High-end
70
200,000
1,800
4
3
Rochdale
1,000
500
true
Residential
Kitchen
Mid-range
50
60,000
800
2
1
Bury
500
0
false
Residential
Bathroom
Budget-Friendly
40
18,000
2,200
5
4
Oldham
1,200
500
true
Residential
Bedroom
High-end
65
150,000
1,500
3
2
Tameside
900
0
false
Residential
Living room
Mid-range
55
40,000
1,200
3
2
Wigan
800
0
false
Residential
Other
Budget-Friendly
45
28,000
2,800
6
5
Prestwich
1,500
1,000
true
Residential
Full renovation
High-end
75
250,000
2,000
5
4
Stretford
1,200
500
true
Residential
Kitchen
Mid-range
60
90,000
1,000
2
1
Cheadle
600
0
false
Residential
Bathroom
Budget-Friendly
50
22,000
2,500
6
5
Ashton-under-Lyne
1,500
1,000
true
Residential
Bedroom
High-end
80
280,000
1,800
4
3
Sale
1,000
500
true
Residential
Living room
Mid-range
65
70,000
1,200
3
2
Levenshulme
800
0
false
Residential
Other
Budget-Friendly
55
32,000
2,200
5
4
Chorlton
1,200
500
true
Residential
Full renovation
High-end
85
200,000
1,500
3
2
Withington
900
0
false
Residential
Kitchen
Mid-range
70
50,000
1,200
3
2
Manchester City Centre
800
0
false
Residential
Full renovation
High-end
50
80,000
1,500
4
3
Didsbury
1,000
200
true
Residential
Kitchen
Mid-range
40
45,000
900
2
1
Salford
600
0
false
Residential
Bathroom
Budget-Friendly
30
15,000
2,000
5
4
Altrincham
1,200
300
true
Residential
Bedroom
High-end
60
100,000
1,200
3
2
Stockport
800
0
false
Residential
Living room
Mid-range
45
32,000
1,000
2
1
Bolton
600
0
false
Residential
Other
Budget-Friendly
35
20,000
2,500
6
5
Trafford
1,500
400
true
Residential
Full renovation
High-end
70
180,000
1,800
4
3
Rochdale
1,000
200
true
Residential
Kitchen
Mid-range
50
60,000
800
2
1
Oldham
500
0
false
Residential
Bathroom
Budget-Friendly
40
18,000
2,200
5
4
Bury
1,200
300
true
Residential
Bedroom
High-end
65
120,000
1,500
3
2
Wigan
900
0
false
Residential
Living room
Mid-range
55
40,000
1,200
3
2
Prestwich
800
0
false
Residential
Other
Budget-Friendly
45
28,000
2,000
5
4
Stretford
1,200
300
true
Residential
Full renovation
High-end
75
160,000
1,000
2
1
Chorlton
600
0
false
Residential
Kitchen
Mid-range
50
30,000
1,800
4
3
Cheadle
1,000
200
true
Residential
Bathroom
Budget-Friendly
40
42,000
2,500
6
5
Ashton-under-Lyne
1,500
400
true
Residential
Bedroom
High-end
80
200,000
1,200
3
2
Sale
800
0
false
Residential
Living room
Mid-range
60
36,000
1,500
3
2
Levenshulme
900
0
false
Residential
Other
Budget-Friendly
50
32,000
2,000
5
4
Withington
1,200
300
true
Residential
Full renovation
High-end
85
180,000
1,000
2
1
Tameside
600
0
false
Residential
Kitchen
Mid-range
55
28,000
1,200
3
2
Manchester City Centre
800
0
false
Residential
Full renovation
High-end
50
80,000
1,500
4
3
Didsbury
1,000
200
true
Residential
Kitchen
Mid-range
40
45,000
900
2
1
Salford
600
0
false
Residential
Bathroom
Budget-Friendly
30
15,000
2,000
5
4
Altrincham
1,200
300
true
Residential
Bedroom
High-end
60
100,000
1,200
3
2
Stockport
800
0
false
Residential
Living room
Mid-range
45
35,000
1,000
2
1
Bolton
600
0
false
Residential
Other
Budget-Friendly
35
20,000
2,500
6
5
Trafford
1,500
400
true
Residential
Full renovation
High-end
70
150,000
1,800
4
3
Rochdale
1,000
200
true
Residential
Kitchen
Mid-range
50
60,000
800
2
1
Bury
500
0
false
Residential
Bathroom
Budget-Friendly
40
18,000
2,200
5
4
Oldham
1,200
300
true
Residential
Bedroom
High-end
65
120,000
1,500
3
2
Tameside
900
0
false
Residential
Living room
Mid-range
55
40,000
1,200
3
2
Wigan
800
0
false
Residential
Other
Budget-Friendly
45
25,000
2,800
6
5
Prestwich
1,600
400
true
Residential
Full renovation
High-end
75
180,000
2,000
4
3
Stretford
1,100
200
true
Residential
Kitchen
Mid-range
60
70,000
1,000
2
1
Cheadle
600
0
false
Residential
Bathroom
Budget-Friendly
50
20,000
2,400
5
4
Ashton-under-Lyne
1,300
300
true
Residential
Bedroom
High-end
70
140,000
1,800
4
3
Sale
1,000
0
false
Residential
Living room
Mid-range
58
50,000
1,400
3
2
Levenshulme
800
0
false
Residential
Other
Budget-Friendly
48
28,000
2,600
6
5
Chorlton
1,500
400
true
Residential
Full renovation
High-end
80
200,000
2,200
5
4
Withington
1,200
300
true
Residential
Kitchen
Mid-range
65
85,000
1,200
3
2
Manchester City Centre
800
0
false
Residential
Full renovation
High-end
50
80,000
1,500
4
3
Didsbury
1,000
200
true
Residential
Kitchen
Mid-range
40
45,000
900
2
1
Salford
600
0
false
Residential
Bathroom
Budget-Friendly
30
15,000
2,000
5
4
Altrincham
1,200
300
true
Residential
Bedroom
High-end
60
100,000
1,200
3
2
Stockport
800
0
false
Residential
Living room
Mid-range
45
30,000
1,000
2
1
Bolton
600
0
false
Residential
Other
Budget-Friendly
35
20,000
2,500
6
5
Trafford
1,500
400
true
Residential
Full renovation
High-end
70
150,000
1,800
4
3
Rochdale
1,000
200
true
Residential
Kitchen
Mid-range
50
60,000
800
2
1
Oldham
500
0
false
Residential
Bathroom
Budget-Friendly
40
18,000
2,200
5
4
Bury
1,200
300
true
Residential
Bedroom
High-end
65
110,000
1,500
3
2
Wigan
900
0
false
Residential
Living room
Mid-range
55
40,000
1,200
3
2
Ashton-under-Lyne
800
0
false
Residential
Other
Budget-Friendly
45
28,000
2,800
6
5
Prestwich
1,600
400
true
Residential
Full renovation
High-end
75
180,000
2,000
5
4
Stretford
1,200
300
true
Residential
Kitchen
Mid-range
60
90,000
1,000
2
1
Cheadle
600
0
false
Residential
Bathroom
Budget-Friendly
50
22,000
2,500
6
5
Levenshulme
1,500
400
true
Residential
Bedroom
High-end
70
140,000
1,800
4
3
Sale
1,000
200
true
Residential
Living room
Mid-range
55
65,000
1,200
3
2
Chorlton
800
0
false
Residential
Other
Budget-Friendly
40
25,000
2,200
5
4
Withington
1,200
300
true
Residential
Full renovation
High-end
65
130,000
1,500
3
2
Tameside
900
0
false
Residential
Kitchen
Mid-range
50
38,000
1,200
3
2
Manchester City Centre
800
0
false
Residential
Full renovation
High-end
50
80,000
1,500
4
3
Salford
1,000
200
true
Residential
Kitchen
Mid-range
40
45,000
900
2
1
Stockport
600
0
false
Residential
Bathroom
Budget-Friendly
30
15,000
2,000
5
4
Bolton
1,200
300
true
Residential
Bedroom
High-end
60
100,000
1,200
3
2
Bury
800
0
false
Residential
Living room
Mid-range
45
35,000
1,500
4
3
Oldham
1,000
200
true
Residential
Other
Budget-Friendly
35
40,000
900
2
1
Rochdale
600
0
false
Residential
Full renovation
High-end
55
60,000
2,000
5
4
Tameside
1,200
300
true
Residential
Kitchen
Mid-range
42
85,000
1,200
3
2
Trafford
800
0
false
Residential
Bathroom
Budget-Friendly
32
20,000
1,500
4
3
Wigan
1,000
200
true
Residential
Bedroom
High-end
58
90,000
900
2
1
Altrincham
600
0
false
Residential
Living room
Mid-range
48
40,000
2,000
5
4
Ashton-under-Lyne
1,200
300
true
Residential
Other
Budget-Friendly
38
55,000
1,200
3
2
Prestwich
800
0
false
Residential
Full renovation
High-end
52
70,000
1,500
4
3
Didsbury
1,000
200
true
Residential
Kitchen
Mid-range
46
65,000
900
2
1
Chorlton
600
0
false
Residential
Bathroom
Budget-Friendly
34
25,000
2,000
5
4
Withington
1,200
300
true
Residential
Bedroom
High-end
60
110,000
1,200
3
2
Levenshulme
800
0
false
Residential
Living room
Mid-range
50
50,000
1,500
4
3
Sale
1,000
200
true
Residential
Other
Budget-Friendly
40
60,000
900
2
1
Stretford
600
0
false
Residential
Full renovation
High-end
56
75,000
2,000
5
4
Cheadle
1,200
300
true
Residential
Kitchen
Mid-range
44
95,000
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