Showing ONLY dataset "Full data" • SQUARES are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical,
(approximating how much the elements on the left PROVIDE INFORMATION on elements in the row).
• CIRCLES are numerical correlations (Pearson's) from -1 to 1.
• The trivial DIAGONAL is intentionally left blank for clarity.
Associations
Showing ONLY dataset "None" • SQUARES are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical,
(approximating how much the elements on the left PROVIDE INFORMATION on elements in the row).
• CIRCLES are numerical correlations (Pearson's) from -1 to 1.
• The trivial DIAGONAL is intentionally left blank for clarity.
id
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
sqft_lot15
-0.14
sqft_lot
-0.13
yr_built
0.02
long
0.02
yr_renovated
-0.02
price
-0.02
sqft_living
-0.01
sqft_above
-0.01
zipcode
-0.01
grade
0.01
bathrooms
0.01
sqft_basement
-0.01
sqft_living15
-0.00
lat
-0.00
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
condition
0.03
floors
0.03
view
0.03
waterfront
0.00
MOST FREQUENT VALUES
795000620
3
0.0%
2206700215
2
0.0%
643300040
2
0.0%
3333002450
2
0.0%
1995200200
2
0.0%
1781500435
2
0.0%
3904100089
2
0.0%
3323059027
2
0.0%
6300000226
2
0.0%
9809000020
2
0.0%
723049156
2
0.0%
1254200015
2
0.0%
2560801222
2
0.0%
6669020290
2
0.0%
8651402750
2
0.0%
SMALLEST VALUES
1000102
2
0.0%
1200019
1
0.0%
1200021
1
0.0%
2800031
1
0.0%
3600057
1
0.0%
3600072
1
0.0%
3800008
1
0.0%
5200087
1
0.0%
6200017
1
0.0%
7200080
1
0.0%
7200179
2
0.0%
7400062
1
0.0%
7600057
1
0.0%
7600065
1
0.0%
7600125
1
0.0%
LARGEST VALUES
9900000190
1
0.0%
9895000040
1
0.0%
9842300540
1
0.0%
9842300485
1
0.0%
9842300095
1
0.0%
9842300036
1
0.0%
9839301165
1
0.0%
9839301060
1
0.0%
9839301055
1
0.0%
9839300875
1
0.0%
9839300775
1
0.0%
9839300545
1
0.0%
9839300285
1
0.0%
9839300125
1
0.0%
9835801000
1
0.0%
date
MISSING:
---
142
1%
-
-
20140623T000000
131
1%
-
-
20140626T000000
131
1%
-
-
20140625T000000
127
1%
-
-
20140708T000000
126
1%
-
-
20150427T000000
123
1%
-
-
20150325T000000
121
1%
-
-
20150428T000000
121
1%
-
-
20140709T000000
121
1%
-
-
20150422T000000
121
1%
-
-
20150414T000000
120
1%
-
-
20140624T000000
119
1%
-
-
20150421T000000
117
1%
-
-
20141028T000000
117
1%
-
-
20140826T000000
116
1%
-
-
20140520T000000
116
1%
-
-
20140714T000000
115
1%
-
-
20140701T000000
114
1%
-
-
20140820T000000
114
1%
-
-
20150429T000000
113
1%
-
-
20140617T000000
112
1%
-
-
20140729T000000
112
1%
-
-
20150408T000000
111
1%
-
-
20140716T000000
111
1%
-
-
20140528T000000
110
1%
-
-
20150423T000000
110
1%
-
-
20140805T000000
109
1%
-
-
20140825T000000
109
1%
-
-
20150327T000000
107
0%
-
-
20140811T000000
107
0%
-
-
20140723T000000
107
0%
-
-
20140620T000000
105
0%
-
-
20150326T000000
105
0%
-
-
20140722T000000
104
0%
-
-
20140527T000000
104
0%
-
-
20140603T000000
103
0%
-
-
20140923T000000
103
0%
-
-
20150424T000000
103
0%
-
-
20150402T000000
103
0%
-
-
20140822T000000
102
0%
-
-
20140725T000000
102
0%
-
-
20150407T000000
102
0%
-
-
20140827T000000
102
0%
-
-
20140715T000000
102
0%
-
-
20150504T000000
101
0%
-
-
20150324T000000
101
0%
-
-
20140619T000000
100
0%
-
-
20140718T000000
100
0%
-
-
20150304T000000
100
0%
-
-
20140812T000000
100
0%
-
-
20141113T000000
100
0%
-
-
20140604T000000
99
0%
-
-
20140618T000000
99
0%
-
-
20140924T000000
98
0%
-
-
20150224T000000
98
0%
-
-
20140610T000000
97
0%
-
-
20140813T000000
97
0%
-
-
20140616T000000
97
0%
-
-
20140721T000000
97
0%
-
-
20141202T000000
96
0%
-
-
20141201T000000
15,063
70%
-
-
(Other)
price
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
sqft_living
0.70
grade
0.67
sqft_above
0.61
sqft_living15
0.59
bathrooms
0.53
sqft_basement
0.32
bedrooms
0.31
lat
0.31
yr_renovated
0.13
sqft_lot
0.09
sqft_lot15
0.08
yr_built
0.05
zipcode
-0.05
long
0.02
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
view
0.41
floors
0.29
waterfront
0.27
condition
0.08
MOST FREQUENT VALUES
450000.0
172
0.8%
350000.0
172
0.8%
550000.0
159
0.7%
500000.0
152
0.7%
425000.0
150
0.7%
325000.0
148
0.7%
400000.0
145
0.7%
375000.0
138
0.6%
300000.0
133
0.6%
525000.0
131
0.6%
250000.0
130
0.6%
475000.0
120
0.6%
330000.0
119
0.6%
650000.0
117
0.5%
275000.0
113
0.5%
SMALLEST VALUES
75000.0
1
0.0%
78000.0
1
0.0%
80000.0
1
0.0%
81000.0
1
0.0%
82000.0
1
0.0%
82500.0
1
0.0%
83000.0
1
0.0%
84000.0
1
0.0%
85000.0
2
0.0%
86500.0
1
0.0%
89000.0
1
0.0%
89950.0
1
0.0%
90000.0
5
0.0%
92000.0
1
0.0%
95000.0
4
0.0%
LARGEST VALUES
7700000.0
1
0.0%
7062500.0
1
0.0%
6885000.0
1
0.0%
5570000.0
1
0.0%
5350000.0
1
0.0%
5300000.0
1
0.0%
5110800.0
1
0.0%
4668000.0
1
0.0%
4500000.0
1
0.0%
4489000.0
1
0.0%
4208000.0
1
0.0%
4000000.0
1
0.0%
3850000.0
1
0.0%
3800000.0
2
0.0%
3710000.0
1
0.0%
bedrooms
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
sqft_living
0.58
bathrooms
0.52
sqft_above
0.48
sqft_living15
0.39
grade
0.36
price
0.31
sqft_basement
0.30
yr_built
0.15
zipcode
-0.15
long
0.13
sqft_lot
0.03
sqft_lot15
0.03
yr_renovated
0.02
lat
-0.01
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
floors
0.26
view
0.08
condition
0.07
waterfront
0.01
MOST FREQUENT VALUES
3
9,824
45.5%
4
6,882
31.8%
2
2,760
12.8%
5
1,601
7.4%
6
272
1.3%
1
199
0.9%
7
38
0.2%
8
13
0.1%
0
13
0.1%
9
6
0.0%
10
3
0.0%
11
1
0.0%
33
1
0.0%
SMALLEST VALUES
0
13
0.1%
1
199
0.9%
2
2,760
12.8%
3
9,824
45.5%
4
6,882
31.8%
5
1,601
7.4%
6
272
1.3%
7
38
0.2%
8
13
0.1%
9
6
0.0%
10
3
0.0%
11
1
0.0%
33
1
0.0%
LARGEST VALUES
33
1
0.0%
11
1
0.0%
10
3
0.0%
9
6
0.0%
8
13
0.1%
7
38
0.2%
6
272
1.3%
5
1,601
7.4%
4
6,882
31.8%
3
9,824
45.5%
2
2,760
12.8%
1
199
0.9%
0
13
0.1%
bathrooms
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
sqft_living
0.75
sqft_above
0.69
grade
0.66
sqft_living15
0.57
price
0.53
bedrooms
0.52
yr_built
0.51
sqft_basement
0.28
long
0.22
zipcode
-0.20
sqft_lot
0.09
sqft_lot15
0.09
yr_renovated
0.05
lat
0.02
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
floors
0.55
condition
0.21
view
0.19
waterfront
0.06
MOST FREQUENT VALUES
2.5
5,380
24.9%
1.0
3,852
17.8%
1.75
3,048
14.1%
2.25
2,047
9.5%
2.0
1,930
8.9%
1.5
1,446
6.7%
2.75
1,185
5.5%
3.0
753
3.5%
3.5
731
3.4%
3.25
589
2.7%
3.75
155
0.7%
4.0
136
0.6%
4.5
100
0.5%
4.25
79
0.4%
0.75
72
0.3%
SMALLEST VALUES
0.0
10
0.0%
0.5
4
0.0%
0.75
72
0.3%
1.0
3,852
17.8%
1.25
9
0.0%
1.5
1,446
6.7%
1.75
3,048
14.1%
2.0
1,930
8.9%
2.25
2,047
9.5%
2.5
5,380
24.9%
2.75
1,185
5.5%
3.0
753
3.5%
3.25
589
2.7%
3.5
731
3.4%
3.75
155
0.7%
LARGEST VALUES
8.0
2
0.0%
7.75
1
0.0%
7.5
1
0.0%
6.75
2
0.0%
6.5
2
0.0%
6.25
2
0.0%
6.0
6
0.0%
5.75
4
0.0%
5.5
10
0.0%
5.25
13
0.1%
5.0
21
0.1%
4.75
23
0.1%
4.5
100
0.5%
4.25
79
0.4%
4.0
136
0.6%
sqft_living
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
sqft_above
0.88
grade
0.76
sqft_living15
0.76
bathrooms
0.75
price
0.70
bedrooms
0.58
sqft_basement
0.44
yr_built
0.32
long
0.24
zipcode
-0.20
sqft_lot15
0.18
sqft_lot
0.17
yr_renovated
0.06
lat
0.05
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
floors
0.44
view
0.29
condition
0.12
waterfront
0.10
MOST FREQUENT VALUES
1300
138
0.6%
1400
135
0.6%
1440
133
0.6%
1010
129
0.6%
1660
129
0.6%
1800
129
0.6%
1820
128
0.6%
1480
125
0.6%
1720
125
0.6%
1540
124
0.6%
1560
124
0.6%
1320
122
0.6%
1250
120
0.6%
1580
119
0.6%
1370
118
0.5%
SMALLEST VALUES
290
1
0.0%
370
1
0.0%
380
1
0.0%
384
1
0.0%
390
2
0.0%
410
1
0.0%
420
2
0.0%
430
1
0.0%
440
1
0.0%
460
1
0.0%
470
2
0.0%
480
2
0.0%
490
1
0.0%
500
1
0.0%
520
6
0.0%
LARGEST VALUES
13540
1
0.0%
12050
1
0.0%
10040
1
0.0%
9890
1
0.0%
9640
1
0.0%
9200
1
0.0%
8670
1
0.0%
8020
1
0.0%
8010
1
0.0%
8000
1
0.0%
7880
1
0.0%
7850
1
0.0%
7730
1
0.0%
7710
1
0.0%
7620
1
0.0%
sqft_lot
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
sqft_lot15
0.72
long
0.23
sqft_above
0.18
sqft_living
0.17
sqft_living15
0.14
id
-0.13
zipcode
-0.13
grade
0.11
price
0.09
bathrooms
0.09
lat
-0.09
yr_built
0.05
bedrooms
0.03
sqft_basement
0.02
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
view
0.09
floors
0.05
condition
0.04
waterfront
0.02
MOST FREQUENT VALUES
5000
358
1.7%
6000
290
1.3%
4000
251
1.2%
7200
220
1.0%
4800
120
0.6%
7500
119
0.6%
4500
114
0.5%
8400
111
0.5%
9600
109
0.5%
3600
103
0.5%
9000
93
0.4%
3000
84
0.4%
5100
78
0.4%
7000
76
0.4%
8000
76
0.4%
SMALLEST VALUES
520
1
0.0%
572
1
0.0%
600
1
0.0%
609
1
0.0%
635
1
0.0%
638
1
0.0%
649
2
0.0%
651
1
0.0%
675
1
0.0%
676
1
0.0%
681
1
0.0%
683
1
0.0%
690
2
0.0%
696
1
0.0%
698
1
0.0%
LARGEST VALUES
1651359
1
0.0%
1164794
1
0.0%
1074218
1
0.0%
1024068
1
0.0%
982998
1
0.0%
982278
1
0.0%
920423
1
0.0%
881654
1
0.0%
871200
2
0.0%
843309
1
0.0%
715690
1
0.0%
641203
1
0.0%
623779
1
0.0%
577605
1
0.0%
542322
1
0.0%
floors
MISSING:
---
TOP CATEGORIES
1.0
10,680
49%
2.0
8,241
38%
1.5
1,910
9%
3.0
613
3%
2.5
161
1%
3.5
8
0%
ALL
21,613
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
floors
PROVIDES INFORMATION ON...
condition
0.08
waterfront
0.01
view
0.00
THESE FEATURES GIVE INFORMATION
ON floors:
condition
0.06
view
0.00
waterfront
0.00
NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
floors
CORRELATION RATIO WITH...
yr_built
0.64
sqft_above
0.61
bathrooms
0.55
grade
0.51
sqft_living
0.44
sqft_living15
0.40
long
0.31
price
0.29
bedrooms
0.26
sqft_basement
0.26
zipcode
0.23
lat
0.14
sqft_lot15
0.06
yr_renovated
0.06
waterfront
MISSING:
---
TOP CATEGORIES
0
21,450
99%
1
163
1%
ALL
21,613
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
waterfront
PROVIDES INFORMATION ON...
view
0.06
floors
0.00
condition
0.00
THESE FEATURES GIVE INFORMATION
ON waterfront:
view
0.63
floors
0.01
condition
0.00
NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
waterfront
CORRELATION RATIO WITH...
price
0.27
sqft_living
0.10
yr_renovated
0.09
sqft_living15
0.09
grade
0.08
sqft_basement
0.08
sqft_above
0.07
bathrooms
0.06
long
0.04
sqft_lot15
0.03
zipcode
0.03
yr_built
0.03
sqft_lot
0.02
lat
0.01
view
MISSING:
---
TOP CATEGORIES
0
19,489
90%
2
963
4%
3
510
2%
1
332
2%
4
319
1%
ALL
21,613
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
view
PROVIDES INFORMATION ON...
waterfront
0.63
condition
0.00
floors
0.00
THESE FEATURES GIVE INFORMATION
ON view:
waterfront
0.06
condition
0.00
floors
0.00
NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
view
CORRELATION RATIO WITH...
price
0.41
sqft_living
0.29
sqft_basement
0.28
sqft_living15
0.28
grade
0.25
bathrooms
0.19
sqft_above
0.17
yr_renovated
0.11
long
0.10
zipcode
0.09
sqft_lot
0.09
bedrooms
0.08
sqft_lot15
0.08
yr_built
0.06
condition
MISSING:
---
TOP CATEGORIES
3
14,031
65%
4
5,679
26%
5
1,701
8%
2
172
1%
1
30
0%
ALL
21,613
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
condition
PROVIDES INFORMATION ON...
floors
0.06
waterfront
0.00
view
0.00
THESE FEATURES GIVE INFORMATION
ON condition:
floors
0.08
view
0.00
waterfront
0.00
NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)