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
-117.7
35.64
8
2,683
416
1,154
399
5.8625
109,400
INLAND
-119.53
34.4
14
1,671
383
1,079
365
3.1389
248,700
<1H OCEAN
-120.5
37.37
18
8,606
1,678
5,303
1,644
2.4012
79,700
INLAND
-121.76
37.67
6
3,023
518
1,225
468
6.3705
350,000
INLAND
-118.37
34.07
52
2,195
435
884
432
5.24
486,400
<1H OCEAN
-118.37
34.22
17
1,787
463
1,671
448
3.5521
151,500
<1H OCEAN
-117.23
33.19
22
2,554
447
1,147
422
3.6346
192,500
<1H OCEAN
-122.49
37.76
49
1,637
304
729
281
4.3281
323,100
NEAR BAY
-118.36
33.99
35
3,702
648
1,449
614
5.3194
313,700
<1H OCEAN
-117.87
33.64
26
3,521
455
1,336
451
10.2849
500,001
<1H OCEAN
-119.64
36.33
41
3,095
766
1,852
721
1.4524
51,700
INLAND
-122.08
40.09
19
2,611
503
1,185
483
2.3657
94,000
INLAND
-121.51
38.54
34
2,815
479
1,075
471
3.9792
164,800
INLAND
-118.14
34.04
43
1,949
464
1,216
457
3.3214
209,300
<1H OCEAN
-122.26
38.13
28
3,072
790
1,375
705
1.6368
91,200
NEAR BAY
-120.9
37.66
19
3,377
669
2,426
663
2.9783
82,500
INLAND
-117.8
33.74
30
3,569
551
1,540
537
5.2998
247,200
<1H OCEAN
-118.31
34.06
34
2,470
1,197
2,326
1,055
1.9038
325,000
<1H OCEAN
-118.24
33.96
37
1,602
388
1,553
342
2.0655
93,400
<1H OCEAN
-123.32
40.43
15
661
146
131
57
0.4999
56,700
INLAND
-118.13
33.91
36
1,967
316
910
306
4.4948
190,600
<1H OCEAN
-121.96
37.27
22
6,114
1,211
2,983
1,163
5.2533
269,100
<1H OCEAN
-121.3
38.75
36
3,903
885
2,313
804
2.655
86,300
INLAND
-122.41
37.72
32
1,650
316
904
295
4.0583
236,200
NEAR BAY
-118.33
34.19
45
1,505
347
799
319
3.138
217,000
<1H OCEAN
-122.01
37.18
37
3,852
652
1,534
567
5.8596
318,700
<1H OCEAN
-122.44
37.76
52
1,968
472
784
430
3.3702
370,000
NEAR BAY
-118.37
33.92
40
928
187
521
185
5.5255
242,700
<1H OCEAN
-117.12
32.76
28
1,605
501
936
460
2.5991
147,500
NEAR OCEAN
-117.74
34.08
35
1,613
298
911
293
3.4398
134,300
INLAND
-118.98
37.64
17
3,769
908
1,160
453
3.05
188,900
INLAND
-119.65
37.09
17
1,280
254
707
267
3.55
106,300
INLAND
-118.19
34.08
38
1,241
298
1,055
263
2.3409
115,500
<1H OCEAN
-117.18
33.16
15
5,923
1,206
3,943
1,006
3.1793
159,900
<1H OCEAN
-118.11
33.88
19
3,203
708
1,761
667
4.0911
239,700
<1H OCEAN
-118.32
34.09
32
563
191
626
185
2.0341
250,000
<1H OCEAN
-117.98
34.53
13
2,815
535
1,492
491
4.0945
135,700
INLAND
-120.48
37.34
8
6,146
1,017
2,821
987
4.67
127,600
INLAND
-117.62
34.09
26
3,271
595
2,259
566
4.0139
132,000
INLAND
-118.12
33.97
35
708
145
471
153
3.2
197,400
<1H OCEAN
-117.25
33.21
13
1,203
292
1,035
293
2.6339
117,000
<1H OCEAN
-121.62
39.15
23
1,984
528
1,043
452
1.9375
65,300
INLAND
-122.25
37.81
52
1,758
460
686
422
3.1691
259,400
NEAR BAY
-122.42
37.8
52
2,657
772
1,014
685
4.038
500,001
NEAR BAY
-118.48
34.47
36
84
12
29
17
3.375
187,500
<1H OCEAN
-120.35
37.86
25
287
57
118
50
2.3056
162,500
INLAND
-121.91
37.28
29
5,650
817
2,098
813
6.4285
337,300
<1H OCEAN
-122.23
37.82
52
1,611
203
556
179
8.7477
500,001
NEAR BAY
-122.41
37.66
37
694
188
658
225
4.6103
237,500
NEAR OCEAN
-118.43
34.18
31
2,417
510
1,102
507
3.8906
282,200
<1H OCEAN
-118.19
33.78
31
1,648
484
898
457
1.5844
162,500
NEAR OCEAN
-119.64
37.31
15
2,654
530
1,267
489
2.8393
104,400
INLAND
-117.32
33.15
15
13,245
2,212
5,495
2,060
5.4904
262,100
NEAR OCEAN
-122.33
37.39
52
573
102
232
92
6.2263
500,001
NEAR OCEAN
-117.93
33.62
37
2,204
428
807
410
7.0516
500,001
<1H OCEAN
-121.92
37.3
35
1,335
296
635
296
3.6053
345,800
<1H OCEAN
-116.75
32.85
17
4,863
845
2,266
769
4.2321
217,400
<1H OCEAN
-121.2
37.97
39
440
83
270
97
6.0582
157,700
INLAND
-122.01
36.91
19
691
191
324
167
3.1312
388,500
NEAR OCEAN
-118.13
33.79
29
2,937
524
1,132
528
4.6133
500,001
NEAR OCEAN
-121.54
39.5
38
1,438
310
779
275
1.3289
39,400
INLAND
-117.21
34.14
16
1,613
245
811
267
5.2591
140,700
INLAND
-117.15
34.06
25
3,670
644
1,815
634
4.0658
127,400
INLAND
-117.29
33.2
16
2,150
461
1,428
407
2.4754
157,300
NEAR OCEAN
-121.98
38.34
18
3,876
916
2,386
867
2.5938
129,500
INLAND
-118.39
34.08
52
1,244
304
444
282
3.5114
430,800
<1H OCEAN
-120.67
35.29
44
2,236
411
1,036
437
3.0833
219,300
NEAR OCEAN
-118.09
33.92
33
879
181
547
169
5.3146
168,600
<1H OCEAN
-117.88
33.83
22
3,522
543
1,706
524
6.4685
241,200
<1H OCEAN
-117.98
34.05
35
2,342
426
2,176
416
3.7454
156,900
<1H OCEAN
-121.49
38.5
30
1,715
271
842
263
3.0313
87,900
INLAND
-121.85
36.59
42
891
203
525
212
3.3156
186,300
<1H OCEAN
-118.2
33.81
46
1,388
254
742
241
4.6458
212,100
NEAR OCEAN
-117.88
34.14
32
1,764
365
924
329
3.875
186,700
INLAND
-118.38
34.21
42
715
145
730
158
3.8
169,500
<1H OCEAN
-117.8
34.1
17
5,153
1,164
2,949
1,083
3.5603
174,600
INLAND
-122.06
37.88
34
4,781
703
1,879
714
6.5378
340,900
NEAR BAY
-117.99
34.14
30
2,346
null
1,988
474
2.5625
153,000
INLAND
-117.58
33.6
5
5,348
659
1,862
555
11.0567
495,400
<1H OCEAN
-118.3
34.05
46
1,386
457
1,845
485
2.1414
157,700
<1H OCEAN
-118.32
34.07
52
2,980
366
967
359
11.2185
500,001
<1H OCEAN
-118.13
33.94
34
522
138
373
139
3.5481
265,000
<1H OCEAN
-121.2
37.6
30
2,110
406
1,301
345
2.3173
86,500
INLAND
-122.09
37.39
30
1,722
490
1,057
517
3.725
261,300
NEAR BAY
-122.2
37.47
37
1,053
266
939
267
3.1989
320,800
NEAR BAY
-122.14
37.88
34
6,986
1,096
2,865
1,124
6.2275
394,400
NEAR BAY
-118.3
34.19
52
1,704
277
746
262
4.7986
326,100
<1H OCEAN
-118.2
34.13
50
2,929
588
1,931
574
3.3438
173,600
<1H OCEAN
-121.04
37.68
28
1,909
398
1,140
380
2.3783
81,400
INLAND
-122.79
38.5
18
4,839
918
2,755
841
3.75
248,300
<1H OCEAN
-117.97
34.07
22
1,438
364
1,325
335
2.7802
162,500
<1H OCEAN
-122.41
37.8
52
1,394
395
1,700
400
2.75
168,800
NEAR BAY
-121.44
38.61
41
1,404
313
765
330
1.8792
63,300
INLAND
-122.37
37.95
32
1,298
363
716
268
0.9797
76,400
NEAR BAY
-120.86
37.69
5
6,660
1,217
3,012
1,087
3.0809
143,600
INLAND
-114.59
34.83
41
812
null
375
158
1.7083
48,500
INLAND
-118.5
34.03
32
6,365
1,784
2,767
1,698
3.6451
383,300
<1H OCEAN
-117.93
34.03
35
2,160
399
1,694
403
3.8581
163,100
<1H OCEAN
-117.98
33.75
37
1,264
274
783
273
3.3438
199,600
<1H OCEAN
-122.31
37.56
40
1,351
330
701
297
3.32
292,900
NEAR OCEAN