longitude
float64
-124.35
-114.31
latitude
float64
32.5
42
housing_median_age
float64
1
52
total_rooms
float64
2
39.3k
total_bedrooms
float64
1
6.45k
population
float64
3
35.7k
households
float64
1
6.08k
median_income
float64
0.5
15
median_house_value
float64
15k
500k
ocean_proximity
stringclasses
5 values
-121.95
38.34
9
4,999
874
2,687
817
4.2324
142,100
INLAND
-117.39
34.1
19
1,000
211
572
230
2.4028
112,500
INLAND
-118.37
34.17
42
1,713
416
1,349
427
3.2596
191,800
<1H OCEAN
-122.24
37.47
36
2,021
433
1,117
432
3.929
303,100
NEAR OCEAN
-121.01
37.64
33
693
207
598
192
1.0217
81,300
INLAND
-121.82
37.31
22
2,044
402
1,925
429
3.7102
177,500
<1H OCEAN
-117.7
33.57
4
3,283
911
1,512
782
3.3125
138,500
<1H OCEAN
-121.96
36.88
37
2,846
553
939
433
4.7468
294,400
NEAR OCEAN
-118.44
34.04
49
32
7
14
7
2.1875
225,000
<1H OCEAN
-118.25
34.11
39
1,415
369
1,467
351
3.015
156,300
<1H OCEAN
-118.02
33.85
31
1,922
329
1,030
353
5.3416
213,000
<1H OCEAN
-121.4
38.63
30
3,626
834
1,577
806
2.517
130,400
INLAND
-119.09
35.33
9
7,085
1,148
3,084
1,052
4.997
142,900
INLAND
-118.25
34.09
52
2,050
429
957
418
3.5603
210,000
<1H OCEAN
-118.2
33.77
40
2,034
899
1,257
797
1.2864
131,300
NEAR OCEAN
-117.92
33.61
36
1,025
150
316
126
10.3048
500,001
<1H OCEAN
-121.95
37.37
39
446
129
317
127
3.0357
208,300
<1H OCEAN
-121.22
37.72
34
2,123
387
1,310
368
2.6368
165,600
INLAND
-118.08
34.01
32
1,973
401
1,322
386
3.4861
158,100
<1H OCEAN
-121.02
39.25
52
1,549
275
604
249
2.2278
155,400
INLAND
-122.08
37.58
16
3,349
544
2,003
488
6.0074
236,500
NEAR BAY
-122.4
37.77
52
144
63
1,061
68
4.3958
225,000
NEAR BAY
-121.21
37.79
33
811
185
446
198
1.6724
96,900
INLAND
-118.17
33.87
45
2,110
494
1,404
454
2.9803
165,900
<1H OCEAN
-119.29
36.34
35
1,235
369
1,246
341
1.474
71,000
INLAND
-118.25
34.05
8
3,105
1,256
1,086
997
0.8131
275,000
<1H OCEAN
-118.28
33.78
37
1,212
304
1,076
293
3.2115
160,100
<1H OCEAN
-120.96
37.59
11
4,236
879
2,410
850
2.3849
122,000
INLAND
-118.19
34.2
41
2,031
294
859
302
7.419
483,700
<1H OCEAN
-117.24
33.37
14
4,687
793
2,436
779
4.5391
180,900
<1H OCEAN
-118.18
33.85
30
2,548
717
2,086
700
0.7007
134,400
<1H OCEAN
-117.24
33.05
15
3,029
555
1,559
546
5.3129
169,200
NEAR OCEAN
-120.56
38.09
34
2,745
559
1,150
491
2.3654
94,900
INLAND
-120.29
36.88
34
1,391
297
943
281
2.4219
83,900
INLAND
-117.58
34
2
7,544
1,516
2,801
1,001
4.0037
245,200
INLAND
-118.97
37.64
14
1,847
439
238
98
3.6042
137,500
INLAND
-117.89
33.83
35
2,984
446
1,435
455
5.6276
200,800
<1H OCEAN
-118.15
33.88
24
4,232
1,092
2,688
1,035
2.52
146,000
<1H OCEAN
-117.87
34.08
33
3,630
800
2,257
796
3.2469
206,900
<1H OCEAN
-121.11
38.04
32
1,083
188
471
178
2.9241
187,500
INLAND
-119.73
36.68
32
755
205
681
207
1.7986
49,300
INLAND
-118.3
34.19
52
2,962
468
1,364
466
4.9042
343,500
<1H OCEAN
-117.21
33.13
15
1,889
368
754
409
2.2278
132,800
NEAR OCEAN
-119.25
34.28
36
1,530
341
703
317
3.5819
231,900
NEAR OCEAN
-122.36
37.93
42
1,796
389
1,107
372
1.9375
87,000
NEAR BAY
-118.34
33.86
36
2,223
360
1,162
376
5.259
279,400
<1H OCEAN
-120.41
34.96
9
2,712
428
1,116
415
4.5536
190,100
<1H OCEAN
-122.15
38.04
14
2,804
587
1,083
573
2.6466
168,500
NEAR BAY
-121.93
37.53
27
5,532
973
2,855
960
4.7478
243,500
<1H OCEAN
-118.35
33.97
33
1,495
474
1,272
447
2.0694
143,500
<1H OCEAN
-118.32
34.26
24
5,106
1,010
2,310
957
4.4375
191,500
<1H OCEAN
-119.69
36.73
30
2,437
349
1,005
380
7.2211
171,700
INLAND
-118.1
34.15
32
978
227
543
211
3.0096
199,000
INLAND
-119.79
34.45
24
2,746
433
1,076
380
5.8635
348,700
NEAR OCEAN
-121.27
37.95
52
1,318
308
1,368
310
1.8261
54,600
INLAND
-122.24
37.79
39
1,469
431
1,464
389
2.1638
105,500
NEAR BAY
-117.08
32.63
33
2,891
793
1,607
754
2.1281
139,800
NEAR OCEAN
-117.92
33.65
20
1,391
393
856
360
3.184
220,000
<1H OCEAN
-119.83
36.78
30
3,162
640
1,660
639
2.8359
80,300
INLAND
-122.39
40.57
38
855
172
468
150
1.4091
84,400
INLAND
-117.2
33.12
18
4,372
736
1,473
675
5.1194
247,800
NEAR OCEAN
-118.46
34.18
33
1,791
386
844
397
4.5081
251,400
<1H OCEAN
-121.78
37.23
18
1,747
317
1,055
285
5.898
229,100
<1H OCEAN
-121.48
38.49
26
3,165
806
2,447
752
1.5908
78,600
INLAND
-122.28
37.99
28
3,801
622
1,654
571
4.375
193,300
NEAR BAY
-118.31
34
47
1,551
362
1,329
322
1.9792
116,400
<1H OCEAN
-120.84
38.81
11
1,280
286
609
248
3.1635
132,600
INLAND
-117.39
34.09
10
5,736
945
3,528
932
4.3958
130,700
INLAND
-117.31
33
30
1,631
310
665
297
6.8443
492,500
NEAR OCEAN
-117.75
34.07
52
1,279
213
444
204
5.2269
161,000
INLAND
-117.13
32.98
5
2,276
311
1,158
317
6.4321
271,900
<1H OCEAN
-118.32
33.89
34
2,675
560
1,270
492
4.5053
242,000
<1H OCEAN
-118.13
34.02
41
734
190
565
191
2.2813
192,000
<1H OCEAN
-118.47
34.01
41
752
201
482
207
2.5417
418,200
<1H OCEAN
-117.64
33.61
14
5,232
810
3,041
839
5.826
247,900
<1H OCEAN
-115.8
33.26
2
96
18
30
16
5.3374
47,500
INLAND
-121.54
38.59
29
2,242
493
1,481
478
2.0781
74,800
INLAND
-122.08
37.41
20
1,896
456
1,069
436
4.6875
288,900
NEAR BAY
-114.57
33.52
27
173
35
117
34
2.0833
45,000
INLAND
-117.93
33.84
26
2,811
612
1,374
566
3.475
282,500
<1H OCEAN
-121.96
37.36
33
2,581
623
1,598
628
3.5199
261,400
<1H OCEAN
-117.91
33.85
35
932
258
1,147
267
2.7014
156,700
<1H OCEAN
-121.95
37.74
19
5,721
837
2,653
813
6.2631
266,000
<1H OCEAN
-121.84
36.61
26
2,902
761
2,258
719
2.5663
128,900
<1H OCEAN
-121.19
38.87
20
3,118
500
1,405
519
6
209,400
INLAND
-121.07
39.15
15
6,828
1,319
3,002
1,318
2.4726
143,400
INLAND
-118.12
33.82
43
1,544
286
701
298
4.1375
226,000
<1H OCEAN
-118.33
34.04
31
1,090
251
955
239
2.913
192,500
<1H OCEAN
-121.76
37.28
17
660
129
431
123
4.9097
241,000
<1H OCEAN
-117.68
34.12
16
2,181
321
1,133
350
5.7214
259,400
INLAND
-122.23
37.79
43
5,963
1,344
4,367
1,231
2.1917
112,800
NEAR BAY
-118.29
33.8
21
9,944
1,623
4,185
1,582
4.526
329,400
<1H OCEAN
-122.47
37.75
52
1,598
285
689
265
4.6071
337,400
NEAR BAY
-118.16
34.71
27
6,007
998
2,680
882
4.1719
117,200
INLAND
-122.18
38.07
10
4,976
849
2,089
803
5.3288
201,800
NEAR BAY
-119.37
36.47
26
337
69
277
73
2.3438
100,000
INLAND
-121
37.25
21
1,937
389
1,002
373
2.6087
96,200
INLAND
-121.96
38.02
35
2,691
542
1,409
505
3.016
95,300
INLAND
-117.24
32.8
26
3,433
873
1,492
798
2.9258
234,800
NEAR OCEAN
-117.37
34.13
12
1,893
493
1,054
389
2.3456
140,800
INLAND