[Only including dataset "DataFrame"]
■ Squares are categorical associations (uncertainty
coefficient & correlation ratio) from 0 to 1. The uncertainty
coefficient is assymmetrical, (i.e. ROW LABEL values
indicate how much they PROVIDE INFORMATION to each LABEL at the
TOP).
• Circles are the symmetrical
numerical correlations (Pearson's) from -1 to 1. The
trivial diagonal is intentionally left blank for clarity.
Associations
[Only including dataset "None"]
■ Squares are categorical associations (uncertainty
coefficient & correlation ratio) from 0 to 1. The uncertainty
coefficient is assymmetrical, (i.e. ROW LABEL values
indicate how much they PROVIDE INFORMATION to each LABEL at the
TOP).
• Circles are the symmetrical
numerical correlations (Pearson's) from -1 to 1. The
trivial diagonal is intentionally left blank for clarity.
Price
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Rooms
0.27
YearBuilt
-0.19
Distance
-0.13
Car
0.12
Lattitude
-0.10
Longtitude
0.09
BuildingArea
0.07
Propertycount
-0.04
Landsize
0.03
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Method
0.32
CouncilArea
0.26
Bedroom2
0.24
Bathroom
0.23
Type
0.23
Regionname
0.20
Date
0.10
MOST FREQUENT VALUES
-9999.0
7,610
21.8%
600000.0
235
0.7%
1100000.0
235
0.7%
650000.0
219
0.6%
800000.0
217
0.6%
1300000.0
210
0.6%
1000000.0
205
0.6%
1200000.0
204
0.6%
700000.0
197
0.6%
750000.0
194
0.6%
900000.0
191
0.5%
850000.0
176
0.5%
950000.0
172
0.5%
1250000.0
158
0.5%
1500000.0
153
0.4%
SMALLEST VALUES
-9999.0
7,610
21.8%
85000.0
1
<0.1%
112000.0
1
<0.1%
121000.0
1
<0.1%
131000.0
1
<0.1%
145000.0
2
<0.1%
160000.0
1
<0.1%
170000.0
2
<0.1%
185000.0
2
<0.1%
190000.0
1
<0.1%
200000.0
2
<0.1%
208000.0
1
<0.1%
210000.0
4
<0.1%
211000.0
1
<0.1%
215000.0
1
<0.1%
LARGEST VALUES
11200000.0
1
<0.1%
9000000.0
1
<0.1%
8000000.0
1
<0.1%
7650000.0
1
<0.1%
7000000.0
1
<0.1%
6800000.0
1
<0.1%
6600000.0
1
<0.1%
6500000.0
2
<0.1%
6460000.0
1
<0.1%
6400000.0
2
<0.1%
6370000.0
1
<0.1%
6300000.0
1
<0.1%
6250000.0
1
<0.1%
6240000.0
1
<0.1%
6125000.0
1
<0.1%
Suburb
MISSING:
---
844
2%
-
-
Reservoir
583
2%
-
-
Bentleigh East
552
2%
-
-
Richmond
491
1%
-
-
Glen Iris
485
1%
-
-
Preston
467
1%
-
-
Kew
456
1%
-
-
Brighton
444
1%
-
-
Brunswick
435
1%
-
-
South Yarra
428
1%
-
-
Hawthorn
424
1%
-
-
Northcote
423
1%
-
-
Camberwell
420
1%
-
-
Balwyn North
409
1%
-
-
Essendon
405
1%
-
-
Coburg
400
1%
-
-
Glenroy
393
1%
-
-
Brighton East
378
1%
-
-
Pascoe Vale
374
1%
-
-
St Kilda
371
1%
-
-
Port Melbourne
369
1%
-
-
Malvern East
336
<1%
-
-
Prahran
322
<1%
-
-
Thornbury
319
<1%
-
-
Bentleigh
319
<1%
-
-
Balwyn
304
<1%
-
-
Yarraville
293
<1%
-
-
Surrey Hills
288
<1%
-
-
Elwood
285
<1%
-
-
Moonee Ponds
284
<1%
-
-
Hawthorn East
281
<1%
-
-
Hampton
278
<1%
-
-
Toorak
277
<1%
-
-
Carnegie
263
<1%
-
-
Footscray
257
<1%
-
-
Doncaster
255
<1%
-
-
Craigieburn
251
<1%
-
-
Newport
249
<1%
-
-
Ascot Vale
247
<1%
-
-
Brunswick West
241
<1%
-
-
Mount Waverley
237
<1%
-
-
Armadale
237
<1%
-
-
Burwood
235
<1%
-
-
Glen Waverley
234
<1%
-
-
Ivanhoe
232
<1%
-
-
Keilor East
228
<1%
-
-
Maribyrnong
222
<1%
-
-
Malvern
212
<1%
-
-
Templestowe Lower
211
<1%
-
-
Fawkner
210
<1%
-
-
Williamstown
204
<1%
-
-
Melbourne
201
<1%
-
-
West Footscray
199
<1%
-
-
Kensington
198
<1%
-
-
Sunshine
197
<1%
-
-
Sunshine West
194
<1%
-
-
South Melbourne
186
<1%
-
-
Hoppers Crossing
186
<1%
-
-
Brunswick East
184
<1%
-
-
Fitzroy North
178
<1%
-
-
Werribee
15,772
45%
-
-
(Other)
Address
MISSING:
---
6
<1%
-
-
5 Charles St
4
<1%
-
-
25 William St
3
<1%
-
-
57 Bay Rd
3
<1%
-
-
5 Margaret St
3
<1%
-
-
16 Smith St
3
<1%
-
-
1 Daisy St
3
<1%
-
-
2 Bruce St
3
<1%
-
-
54 Charles St
3
<1%
-
-
1/1 Clarendon St
3
<1%
-
-
33 McCracken St
3
<1%
-
-
38 Lily St
3
<1%
-
-
14 Northcote St
3
<1%
-
-
14 James St
3
<1%
-
-
38 Stewart St
3
<1%
-
-
12 Grandview Av
3
<1%
-
-
7 Hope St
3
<1%
-
-
13 George St
3
<1%
-
-
23 Cromwell St
3
<1%
-
-
14 Rose St
3
<1%
-
-
3 Charles St
3
<1%
-
-
13 Robinson St
3
<1%
-
-
176 Darebin Rd
3
<1%
-
-
14 Arthur St
3
<1%
-
-
2 George St
3
<1%
-
-
7 Churchill Av
3
<1%
-
-
3 Donald St
3
<1%
-
-
39 Moore St
3
<1%
-
-
16 Clyde St
3
<1%
-
-
9 Margaret St
3
<1%
-
-
1088 Toorak Rd
3
<1%
-
-
12 Mirams St
3
<1%
-
-
28 Blair St
3
<1%
-
-
53 William St
3
<1%
-
-
1 Bruce St
3
<1%
-
-
21 May St
3
<1%
-
-
36 Aberfeldie St
2
<1%
-
-
4 Turner Ct
2
<1%
-
-
143B Cornwall Rd
2
<1%
-
-
8 Hansen St
2
<1%
-
-
112 Belmore Rd
2
<1%
-
-
2/16 Westminster St
2
<1%
-
-
3 Parker St
2
<1%
-
-
80/8 Wallen Rd
2
<1%
-
-
24/18 Station Rd
2
<1%
-
-
2/67 Herbert St
2
<1%
-
-
5/29 Pine St
2
<1%
-
-
12 Terry St
2
<1%
-
-
14 Beths St
2
<1%
-
-
10 Bowen St
2
<1%
-
-
9 Albert St
2
<1%
-
-
17 Gordon St
2
<1%
-
-
176 Albert St
2
<1%
-
-
19 Oxford St
2
<1%
-
-
19 Norfolk St
2
<1%
-
-
8/380 Lygon St
2
<1%
-
-
37 Campbell St
2
<1%
-
-
9 Plantation Av
2
<1%
-
-
13 Willonga St
2
<1%
-
-
22 Bayview St
2
<1%
-
-
7 Colclough Ct
34,697
>99%
-
-
(Other)
Rooms
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Car
0.39
Price
0.27
Distance
0.27
BuildingArea
0.16
Longtitude
0.10
Propertycount
-0.07
Landsize
0.04
YearBuilt
-0.01
Lattitude
0.00
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Bedroom2
0.85
Bathroom
0.55
Type
0.53
CouncilArea
0.36
Regionname
0.20
Date
0.14
Method
0.07
MOST FREQUENT VALUES
3
15,084
43.3%
2
8,332
23.9%
4
7,956
22.8%
5
1,737
5.0%
1
1,479
4.2%
6
204
0.6%
7
32
<0.1%
8
19
<0.1%
10
6
<0.1%
9
4
<0.1%
12
3
<0.1%
16
1
<0.1%
SMALLEST VALUES
1
1,479
4.2%
2
8,332
23.9%
3
15,084
43.3%
4
7,956
22.8%
5
1,737
5.0%
6
204
0.6%
7
32
<0.1%
8
19
<0.1%
9
4
<0.1%
10
6
<0.1%
12
3
<0.1%
16
1
<0.1%
LARGEST VALUES
16
1
<0.1%
12
3
<0.1%
10
6
<0.1%
9
4
<0.1%
8
19
<0.1%
7
32
<0.1%
6
204
0.6%
5
1,737
5.0%
4
7,956
22.8%
3
15,084
43.3%
2
8,332
23.9%
1
1,479
4.2%
Type
MISSING:
---
TOP CATEGORIES
Price (avg)
h
22,281
64%
926k
u
6,773
19%
508k
t
3,363
10%
742k
UNK
2,440
7%
806k
ALL
34,857
100%
819k
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Type
PROVIDES INFORMATION ON...
Bedroom2
0.11
Bathroom
0.06
CouncilArea
0.02
Regionname
0.01
Method
0.00
Date
0.00
THESE FEATURES GIVE INFORMATION
ON Type:
Bedroom2
0.17
Bathroom
0.08
CouncilArea
0.06
Regionname
0.02
Date
0.01
Method
0.00
NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Type
CORRELATION RATIO WITH...
Rooms
0.53
Car
0.32
Longtitude
0.30
Lattitude
0.30
Price
0.23
Distance
0.23
YearBuilt
0.09
BuildingArea
0.08
Propertycount
0.08
Landsize
0.05
Method
MISSING:
---
TOP CATEGORIES
Price (avg)
S
19,744
57%
0.9M
SP
5,095
15%
0.6M
PI
4,850
14%
0.7M
VB
3,108
9%
1.0M
SN
1,317
4%
-0.0M
PN
308
<1%
-0.0M
SA
226
<1%
0.8M
W
173
<1%
-0.0M
SS
36
<1%
-0.0M
ALL
34,857
100%
0.8M
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Method
PROVIDES INFORMATION ON...
CouncilArea
0.01
Regionname
0.01
Bedroom2
0.00
Bathroom
0.00
Date
0.00
Type
0.00
THESE FEATURES GIVE INFORMATION
ON Method:
CouncilArea
0.02
Date
0.01
Regionname
0.01
Bedroom2
0.01
Bathroom
0.00
Type
0.00
NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Method
CORRELATION RATIO WITH...
Price
0.32
Distance
0.09
Rooms
0.07
Longtitude
0.05
Lattitude
0.05
Propertycount
0.04
Car
0.03
YearBuilt
0.03
Landsize
0.02
BuildingArea
0.01
SellerG
MISSING:
---
3,359
10%
-
-
Jellis
3,236
9%
-
-
Nelson
3,235
9%
-
-
Barry
2,623
8%
-
-
hockingstuart
2,027
6%
-
-
Marshall
1,950
6%
-
-
Ray
1,868
5%
-
-
Buxton
897
3%
-
-
Biggin
861
2%
-
-
Fletchers
714
2%
-
-
Woodards
701
2%
-
-
Brad
602
2%
-
-
McGrath
524
2%
-
-
Noel
519
1%
-
-
Greg
516
1%
-
-
RT
478
1%
-
-
Miles
473
1%
-
-
YPA
457
1%
-
-
Jas
447
1%
-
-
Harcourts
420
1%
-
-
Stockdale
413
1%
-
-
Gary
413
1%
-
-
Hodges
411
1%
-
-
Sweeney
360
1%
-
-
Kay
326
<1%
-
-
Raine
309
<1%
-
-
HAR
273
<1%
-
-
RW
269
<1%
-
-
Love
225
<1%
-
-
O'Brien
217
<1%
-
-
Village
203
<1%
-
-
Williams
172
<1%
-
-
Philip
167
<1%
-
-
Douglas
166
<1%
-
-
Chisholm
160
<1%
-
-
Purplebricks
159
<1%
-
-
C21
124
<1%
-
-
Collins
124
<1%
-
-
Rendina
123
<1%
-
-
Eview
118
<1%
-
-
Buckingham
117
<1%
-
-
Darren
113
<1%
-
-
Morrison
104
<1%
-
-
Nick
104
<1%
-
-
Thomson
104
<1%
-
-
LJ
101
<1%
-
-
Cayzer
90
<1%
-
-
Bells
85
<1%
-
-
Frank
85
<1%
-
-
McDonald
82
<1%
-
-
Moonee
79
<1%
-
-
Alexkarbon
75
<1%
-
-
FN
75
<1%
-
-
LITTLE
68
<1%
-
-
Burnham
68
<1%
-
-
Peter
62
<1%
-
-
Walshe
60
<1%
-
-
Prof.
60
<1%
-
-
Considine
57
<1%
-
-
Edward
56
<1%
-
-
MICM
2,573
7%
-
-
(Other)
Date
MISSING:
---
TOP CATEGORIES
Price (avg)
28/10/2017
1,119
3%
912k
17/03/2018
970
3%
852k
24/02/2018
941
3%
843k
9/12/2017
927
3%
790k
25/11/2017
902
3%
796k
18/11/2017
866
2%
861k
3/03/2018
846
2%
841k
6/01/2018
787
2%
752k
27/05/2017
770
2%
840k
23/09/2017
742
2%
789k
16/09/2017
730
2%
828k
11/11/2017
729
2%
760k
3/06/2017
689
2%
791k
14/10/2017
678
2%
842k
21/10/2017
658
2%
890k
26/08/2017
647
2%
881k
17/06/2017
637
2%
839k
(Other)
21,219
61%
811k
ALL
34,857
100%
819k
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Date
PROVIDES INFORMATION ON...
Bedroom2
0.04
CouncilArea
0.04
Regionname
0.04
Bathroom
0.03
Method
0.01
Type
0.01
THESE FEATURES GIVE INFORMATION
ON Date:
CouncilArea
0.03
Bedroom2
0.02
Regionname
0.01
Bathroom
0.01
Method
0.00
Type
0.00
NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Date
CORRELATION RATIO WITH...
Distance
0.33
Lattitude
0.23
Longtitude
0.23
YearBuilt
0.18
Rooms
0.14
Car
0.14
Price
0.10
Propertycount
0.06
BuildingArea
0.05
Landsize
0.05
Distance
MISSING:
1
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
YearBuilt
0.32
Rooms
0.27
Car
0.24
Longtitude
0.20
Price
-0.13
Lattitude
-0.10
BuildingArea
0.08
Landsize
0.06
Propertycount
-0.02
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CouncilArea
0.89
Regionname
0.67
Date
0.33
Bedroom2
0.29
Type
0.23
Bathroom
0.16
Method
0.09
MOST FREQUENT VALUES
11.2
1,420
4.1%
13.8
681
2.0%
9.2
665
1.9%
7.8
662
1.9%
10.5
660
1.9%
8.4
604
1.7%
4.6
585
1.7%
14.7
566
1.6%
5.2
565
1.6%
11.4
521
1.5%
13.9
499
1.4%
9.7
470
1.3%
7.5
468
1.3%
6.4
459
1.3%
5.3
437
1.3%
SMALLEST VALUES
0.0
77
0.2%
0.7
29
<0.1%
1.2
47
0.1%
1.3
30
<0.1%
1.4
6
<0.1%
1.5
29
<0.1%
1.6
194
0.6%
1.8
152
0.4%
1.9
148
0.4%
2.0
52
0.1%
2.1
169
0.5%
2.3
76
0.2%
2.4
278
0.8%
2.5
106
0.3%
2.6
338
1.0%
LARGEST VALUES
48.1
6
<0.1%
47.4
7
<0.1%
47.3
20
<0.1%
45.9
33
<0.1%
45.2
2
<0.1%
44.2
20
<0.1%
43.4
5
<0.1%
43.3
6
<0.1%
41.0
18
<0.1%
39.8
2
<0.1%
39.0
7
<0.1%
38.0
174
0.5%
37.5
7
<0.1%
36.9
20
<0.1%
35.5
4
<0.1%
Postcode
MISSING:
---
836
2%
-
-
3073.0
637
2%
-
-
3046.0
614
2%
-
-
3020.0
612
2%
-
-
3121.0
575
2%
-
-
3165.0
553
2%
-
-
3058.0
528
2%
-
-
3040.0
514
1%
-
-
3204.0
504
1%
-
-
3163.0
495
1%
-
-
3032.0
493
1%
-
-
3012.0
489
1%
-
-
3146.0
478
1%
-
-
3072.0
465
1%
-
-
3101.0
465
1%
-
-
3181.0
453
1%
-
-
3186.0
440
1%
-
-
3056.0
438
1%
-
-
3084.0
432
1%
-
-
3141.0
426
1%
-
-
3122.0
421
1%
-
-
3124.0
419
1%
-
-
3070.0
418
1%
-
-
3104.0
401
1%
-
-
3127.0
391
1%
-
-
3145.0
390
1%
-
-
3187.0
390
1%
-
-
3188.0
377
1%
-
-
3044.0
374
1%
-
-
3182.0
371
1%
-
-
3011.0
367
1%
-
-
3207.0
353
1%
-
-
3064.0
344
<1%
-
-
3015.0
341
<1%
-
-
3042.0
329
<1%
-
-
3150.0
329
<1%
-
-
3103.0
322
<1%
-
-
3030.0
320
<1%
-
-
3068.0
318
<1%
-
-
3071.0
306
<1%
-
-
3031.0
304
<1%
-
-
3081.0
302
<1%
-
-
3013.0
291
<1%
-
-
3147.0
290
<1%
-
-
3079.0
284
<1%
-
-
3039.0
283
<1%
-
-
3184.0
282
<1%
-
-
3123.0
280
<1%
-
-
missing
276
<1%
-
-
3142.0
262
<1%
-
-
3029.0
256
<1%
-
-
3108.0
243
<1%
-
-
3055.0
241
<1%
-
-
3149.0
239
<1%
-
-
3016.0
238
<1%
-
-
3144.0
235
<1%
-
-
3143.0
234
<1%
-
-
3166.0
232
<1%
-
-
3033.0
232
<1%
-
-
3041.0
231
<1%
-
-
3125.0
11,894
34%
-
-
(Other)
Bedroom2
MISSING:
---
TOP CATEGORIES
Price (avg)
3.0
11,881
34%
0.8M
-
8,217
24%
0.7M
4.0
6,348
18%
1.0M
2.0
5,777
17%
0.7M
5.0
1,427
4%
1.3M
1.0
966
3%
0.4M
6.0
168
<1%
1.2M
7.0
30
<1%
1.1M
0.0
17
<1%
1.0M
8.0
13
<1%
0.9M
9.0
5
<1%
0.9M
10.0
4
<1%
1.6M
30.0
1
<1%
-0.0M
20.0
1
<1%
1.6M
16.0
1
<1%
5.0M
12.0
1
<1%
0.7M
ALL
34,857
100%
0.8M
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Bedroom2
PROVIDES INFORMATION ON...
Bathroom
0.56
Type
0.17
CouncilArea
0.02
Regionname
0.02
Date
0.02
Method
0.01
THESE FEATURES GIVE INFORMATION
ON Bedroom2:
Bathroom
0.46
Type
0.11
CouncilArea
0.05
Date
0.04
Regionname
0.02
Method
0.00
NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Bedroom2
CORRELATION RATIO WITH...
Longtitude
0.98
Lattitude
0.98
Rooms
0.85
Car
0.70
YearBuilt
0.50
Distance
0.29
Price
0.24
BuildingArea
0.19
Landsize
0.09
Propertycount
0.06
Bathroom
MISSING:
---
TOP CATEGORIES
Price (avg)
1.0
12,969
37%
0.7M
2.0
11,064
32%
0.9M
notavailable
8,226
24%
0.7M
3.0
2,181
6%
1.2M
4.0
269
<1%
1.7M
5.0
77
<1%
1.6M
0.0
46
<1%
0.7M
6.0
16
<1%
1.7M
7.0
4
<1%
1.7M
8.0
3
<1%
2.7M
12.0
1
<1%
-0.0M
9.0
1
<1%
2.3M
ALL
34,857
100%
0.8M
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Bathroom
PROVIDES INFORMATION ON...
Bedroom2
0.46
Type
0.08
CouncilArea
0.01
Regionname
0.01
Date
0.01
Method
0.00
THESE FEATURES GIVE INFORMATION
ON Bathroom:
Bedroom2
0.56
Type
0.06
Date
0.03
CouncilArea
0.03
Regionname
0.01
Method
0.00
NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Bathroom
CORRELATION RATIO WITH...
Longtitude
0.98
Lattitude
0.98
Car
0.67
Rooms
0.55
YearBuilt
0.51
Price
0.23
BuildingArea
0.19
Distance
0.16
Landsize
0.09
Propertycount
0.05
Car
MISSING:
8,728
(25%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Rooms
0.39
Distance
0.24
YearBuilt
0.13
Price
0.12
BuildingArea
0.10
Longtitude
0.05
Landsize
0.04
Propertycount
-0.01
Lattitude
-0.01
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Bedroom2
0.70
Bathroom
0.67
Type
0.32
CouncilArea
0.23
Date
0.14
Regionname
0.12
Method
0.03
MOST FREQUENT VALUES
2.0
12,214
46.7%
1.0
9,164
35.1%
0.0
1,631
6.2%
3.0
1,606
6.1%
4.0
1,161
4.4%
5.0
151
0.6%
6.0
140
0.5%
7.0
25
<0.1%
8.0
23
<0.1%
10.0
6
<0.1%
9.0
3
<0.1%
11.0
2
<0.1%
26.0
1
<0.1%
18.0
1
<0.1%
12.0
1
<0.1%
SMALLEST VALUES
0.0
1,631
6.2%
1.0
9,164
35.1%
2.0
12,214
46.7%
3.0
1,606
6.1%
4.0
1,161
4.4%
5.0
151
0.6%
6.0
140
0.5%
7.0
25
<0.1%
8.0
23
<0.1%
9.0
3
<0.1%
10.0
6
<0.1%
11.0
2
<0.1%
12.0
1
<0.1%
18.0
1
<0.1%
26.0
1
<0.1%
LARGEST VALUES
26.0
1
<0.1%
18.0
1
<0.1%
12.0
1
<0.1%
11.0
2
<0.1%
10.0
6
<0.1%
9.0
3
<0.1%
8.0
23
<0.1%
7.0
25
<0.1%
6.0
140
0.5%
5.0
151
0.6%
4.0
1,161
4.4%
3.0
1,606
6.1%
2.0
12,214
46.7%
1.0
9,164
35.1%
0.0
1,631
6.2%
Landsize
MISSING:
11,810
(34%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
BuildingArea
0.35
Distance
0.06
YearBuilt
0.04
Car
0.04
Rooms
0.04
Lattitude
0.03
Price
0.03
Propertycount
-0.02
Longtitude
-0.00
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CouncilArea
0.14
Bedroom2
0.09
Bathroom
0.09
Regionname
0.07
Date
0.05
Type
0.05
Method
0.02
MOST FREQUENT VALUES
0.0
2,437
10.6%
650.0
204
0.9%
697.0
123
0.5%
585.0
97
0.4%
700.0
86
0.4%
604.0
84
0.4%
534.0
81
0.4%
696.0
80
0.3%
652.0
68
0.3%
600.0
68
0.3%
400.0
66
0.3%
590.0
64
0.3%
581.0
61
0.3%
530.0
60
0.3%
557.0
60
0.3%
SMALLEST VALUES
0.0
2,437
10.6%
1.0
3
<0.1%
2.0
1
<0.1%
3.0
2
<0.1%
5.0
1
<0.1%
10.0
1
<0.1%
14.0
1
<0.1%
15.0
2
<0.1%
17.0
1
<0.1%
18.0
1
<0.1%
27.0
1
<0.1%
28.0
1
<0.1%
29.0
2
<0.1%
30.0
1
<0.1%
34.0
1
<0.1%
LARGEST VALUES
433014.0
1
<0.1%
146699.0
1
<0.1%
89030.0
1
<0.1%
80000.0
1
<0.1%
76000.0
1
<0.1%
75100.0
1
<0.1%
44500.0
1
<0.1%
42800.0
1
<0.1%
41400.0
1
<0.1%
40500.0
1
<0.1%
40469.0
1
<0.1%
40468.0
2
<0.1%
39300.0
1
<0.1%
38490.0
1
<0.1%
37000.0
2
<0.1%
BuildingArea
MISSING:
21,115
(61%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Landsize
0.35
Rooms
0.16
Car
0.10
Distance
0.08
Price
0.07
YearBuilt
0.07
Propertycount
-0.02
Lattitude
0.02
Longtitude
-0.00
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Bathroom
0.19
Bedroom2
0.19
CouncilArea
0.16
Type
0.08
Regionname
0.08
Date
0.05
Method
0.01
MOST FREQUENT VALUES
120.0
185
1.3%
100.0
161
1.2%
110.0
159
1.2%
130.0
153
1.1%
115.0
149
1.1%
140.0
142
1.0%
150.0
136
1.0%
112.0
123
0.9%
160.0
123
0.9%
125.0
119
0.9%
180.0
110
0.8%
105.0
110
0.8%
145.0
102
0.7%
108.0
101
0.7%
104.0
101
0.7%
SMALLEST VALUES
0.0
76
0.6%
0.01
1
<0.1%
1.0
15
0.1%
2.0
20
0.1%
3.0
25
0.2%
4.0
6
<0.1%
5.0
4
<0.1%
7.0
1
<0.1%
9.0
1
<0.1%
10.0
1
<0.1%
11.0
2
<0.1%
12.0
1
<0.1%
13.0
2
<0.1%
14.0
3
<0.1%
15.0
4
<0.1%
LARGEST VALUES
44515.0
1
<0.1%
6791.0
1
<0.1%
6178.0
1
<0.1%
4645.0
1
<0.1%
3647.0
1
<0.1%
3558.0
1
<0.1%
3112.0
1
<0.1%
2002.0
1
<0.1%
1561.0
1
<0.1%
1143.0
1
<0.1%
1044.0
1
<0.1%
1041.0
1
<0.1%
1022.0
1
<0.1%
999.0
1
<0.1%
958.0
1
<0.1%
YearBuilt
MISSING:
19,306
(55%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Distance
0.32
Price
-0.19
Car
0.13
Lattitude
0.09
BuildingArea
0.07
Landsize
0.04
Propertycount
0.02
Longtitude
-0.02
Rooms
-0.01
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Bathroom
0.51
Bedroom2
0.50
Date
0.18
Type
0.09
CouncilArea
0.07
Regionname
0.04
Method
0.03
MOST FREQUENT VALUES
1970.0
1,490
9.6%
1960.0
1,260
8.1%
1950.0
1,089
7.0%
1980.0
726
4.7%
1900.0
606
3.9%
2000.0
571
3.7%
1920.0
545
3.5%
1930.0
531
3.4%
1910.0
460
3.0%
1890.0
444
2.9%
1940.0
406
2.6%
1975.0
387
2.5%
2010.0
365
2.3%
1990.0
361
2.3%
2012.0
333
2.1%
SMALLEST VALUES
1196.0
1
<0.1%
1800.0
1
<0.1%
1820.0
1
<0.1%
1830.0
1
<0.1%
1850.0
4
<0.1%
1854.0
2
<0.1%
1855.0
1
<0.1%
1856.0
1
<0.1%
1857.0
2
<0.1%
1860.0
11
<0.1%
1862.0
1
<0.1%
1863.0
3
<0.1%
1868.0
1
<0.1%
1869.0
1
<0.1%
1870.0
6
<0.1%
LARGEST VALUES
2106.0
1
<0.1%
2019.0
1
<0.1%
2018.0
4
<0.1%
2017.0
82
0.5%
2016.0
130
0.8%
2015.0
156
1.0%
2014.0
212
1.4%
2013.0
247
1.6%
2012.0
333
2.1%
2011.0
241
1.5%
2010.0
365
2.3%
2009.0
229
1.5%
2008.0
202
1.3%
2007.0
200
1.3%
2006.0
164
1.1%
CouncilArea
MISSING:
1,397
(4%)
TOP CATEGORIES
Price (avg)
Boroondara City Council
3,528
11%
1.1M
Darebin City Council
2,735
8%
0.7M
Moreland City Council
2,045
6%
0.7M
Glen Eira City Council
1,912
6%
0.9M
Melbourne City Council
1,883
6%
0.8M
Banyule City Council
1,790
5%
0.7M
Moonee Valley City Council
1,711
5%
0.9M
Bayside City Council
1,708
5%
1.2M
Brimbank City Council
1,520
5%
0.6M
Monash City Council
1,413
4%
0.8M
Stonnington City Council
1,403
4%
0.9M
Maribyrnong City Council
1,398
4%
0.7M
Port Phillip City Council
1,242
4%
0.9M
Hume City Council
1,163
3%
0.5M
Yarra City Council
1,136
3%
0.8M
Manningham City Council
1,000
3%
1.0M
Hobsons Bay City Council
905
3%
0.8M
(Other)
4,968
15%
0.7M
ALL
33,460
100%
0.8M
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
CouncilArea
PROVIDES INFORMATION ON...
Regionname
0.84
Type
0.06
Bedroom2
0.05
Date
0.03
Bathroom
0.03
Method
0.02
THESE FEATURES GIVE INFORMATION
ON CouncilArea:
Regionname
0.41
Date
0.04
Bedroom2
0.02
Type
0.02
Bathroom
0.01
Method
0.01
NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CouncilArea
CORRELATION RATIO WITH...
Distance
0.89
Propertycount
0.55
Rooms
0.36
Price
0.26
Car
0.23
BuildingArea
0.16
Landsize
0.14
YearBuilt
0.07
Longtitude
0.07
Lattitude
0.07
Lattitude
MISSING:
7,976
(23%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Longtitude
-0.35
Price
-0.10
Distance
-0.10
YearBuilt
0.09
Landsize
0.03
BuildingArea
0.02
Propertycount
0.01
Car
-0.01
Rooms
0.00
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Bedroom2
0.98
Bathroom
0.98
Type
0.30
Date
0.23
CouncilArea
0.07
Method
0.05
Regionname
0.05
MOST FREQUENT VALUES
-37.8361
25
<0.1%
-37.8424
22
<0.1%
-37.8198
20
<0.1%
-37.7956
20
<0.1%
-37.8414
18
<0.1%
-37.7969
18
<0.1%
-37.8536
17
<0.1%
-37.7941
17
<0.1%
-37.7634
17
<0.1%
-37.7818
16
<0.1%
-37.847
16
<0.1%
-37.858
16
<0.1%
-37.8127
16
<0.1%
-37.851
16
<0.1%
-37.8161
16
<0.1%
SMALLEST VALUES
-38.19043
1
<0.1%
-38.1856
1
<0.1%
-38.18463
1
<0.1%
-38.18418
1
<0.1%
-38.18415
1
<0.1%
-38.18255
1
<0.1%
-38.18163
1
<0.1%
-38.17928
1
<0.1%
-38.17829
1
<0.1%
-38.17745
1
<0.1%
-38.17488
1
<0.1%
-38.17436
1
<0.1%
-38.17433
1
<0.1%
-38.172990000000006
1
<0.1%
-38.1729
1
<0.1%
LARGEST VALUES
-37.3902
1
<0.1%
-37.3951
1
<0.1%
-37.3978
1
<0.1%
-37.39946
1
<0.1%
-37.403490000000005
1
<0.1%
-37.4072
1
<0.1%
-37.40744
1
<0.1%
-37.40758
1
<0.1%
-37.40853
1
<0.1%
-37.40869
1
<0.1%
-37.4128
1
<0.1%
-37.41318
1
<0.1%
-37.41381
1
<0.1%
-37.41495
1
<0.1%
-37.41802
1
<0.1%
Longtitude
MISSING:
7,976
(23%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Lattitude
-0.35
Distance
0.20
Rooms
0.10
Price
0.09
Car
0.05
YearBuilt
-0.02
Propertycount
0.02
Landsize
-0.00
BuildingArea
-0.00
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Bedroom2
0.98
Bathroom
0.98
Type
0.30
Date
0.23
CouncilArea
0.07
Method
0.05
Regionname
0.05
MOST FREQUENT VALUES
144.9966
21
<0.1%
144.985
17
<0.1%
144.991
17
<0.1%
145.0104
17
<0.1%
144.9911
16
<0.1%
144.9679
16
<0.1%
145.0243
16
<0.1%
145.0001
16
<0.1%
145.0103
15
<0.1%
145.0017
15
<0.1%
144.9999
15
<0.1%
145.0451
15
<0.1%
144.9974
15
<0.1%
144.997
15
<0.1%
145.0116
15
<0.1%
SMALLEST VALUES
144.42379
1
<0.1%
144.43162
1
<0.1%
144.43181
1
<0.1%
144.4394
1
<0.1%
144.44051000000002
1
<0.1%
144.48571
1
<0.1%
144.49
1
<0.1%
144.4926
1
<0.1%
144.513
1
<0.1%
144.5206
1
<0.1%
144.53828
1
<0.1%
144.54022
1
<0.1%
144.54237
1
<0.1%
144.5439
1
<0.1%
144.54468
1
<0.1%
LARGEST VALUES
145.52635
1
<0.1%
145.5237
1
<0.1%
145.51137
1
<0.1%
145.48985
1
<0.1%
145.48273
1
<0.1%
145.48246
1
<0.1%
145.4779
1
<0.1%
145.47281999999998
1
<0.1%
145.47262
1
<0.1%
145.47052
1
<0.1%
145.46784
1
<0.1%
145.46778
1
<0.1%
145.46735
1
<0.1%
145.46271000000002
1
<0.1%
145.45376000000002
1
<0.1%
Regionname
MISSING:
3
(<1%)
TOP CATEGORIES
Price (avg)
Southern Metropolitan
11,836
34%
1.0M
Northern Metropolitan
9,557
27%
0.7M
Western Metropolitan
6,799
20%
0.7M
Eastern Metropolitan
4,377
13%
0.8M
South-Eastern Metropolitan
1,739
5%
0.7M
Eastern Victoria
228
<1%
0.5M
Northern Victoria
203
<1%
0.5M
Western Victoria
115
<1%
0.4M
ALL
34,854
100%
0.8M
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Regionname
PROVIDES INFORMATION ON...
CouncilArea
0.41
Type
0.02
Bedroom2
0.02
Bathroom
0.01
Date
0.01
Method
0.01
THESE FEATURES GIVE INFORMATION
ON Regionname:
CouncilArea
0.84
Date
0.04
Bedroom2
0.02
Type
0.01
Bathroom
0.01
Method
0.01
NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)