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
-118.16
33.84
36
2,831
573
1,462
569
3.8646
214,600
<1H OCEAN
-118.04
33.76
25
4,061
545
1,623
527
7.1572
294,900
<1H OCEAN
-117.85
34.09
16
4,556
639
2,066
651
6.4667
263,900
<1H OCEAN
-116.95
32.84
31
1,307
null
752
231
3.4286
129,400
<1H OCEAN
-122.05
37.36
29
1,733
255
679
278
7.5337
406,800
<1H OCEAN
-117.23
32.81
28
1,508
263
996
267
3.8026
270,000
NEAR OCEAN
-117.05
32.69
21
991
210
695
203
3.625
144,300
NEAR OCEAN
-122.03
37.34
25
5,404
906
2,338
883
6.0577
451,800
<1H OCEAN
-118.34
34.02
49
1,609
371
896
389
2.5156
136,600
<1H OCEAN
-118.29
33.92
40
1,935
461
1,616
433
2.875
120,200
<1H OCEAN
-121.97
37.79
16
3,873
484
1,451
501
6.7857
341,300
<1H OCEAN
-121.39
38.63
34
1,226
180
359
167
3.8068
150,400
INLAND
-121.83
37.28
19
2,644
833
2,317
780
3.1042
183,100
<1H OCEAN
-122.24
37.85
52
2,612
365
901
367
7.2354
391,100
NEAR BAY
-121.47
38.13
13
3,192
715
1,768
626
2.2619
123,500
INLAND
-122.05
37.37
35
1,365
256
662
262
5.6533
291,400
<1H OCEAN
-121.83
37.31
19
11,181
1,895
7,817
1,853
5.6058
232,700
<1H OCEAN
-122.03
37.97
20
3,968
931
2,629
903
2.9915
166,700
NEAR BAY
-118.42
34.08
48
2,413
261
770
248
15.0001
500,001
<1H OCEAN
-117.02
32.95
25
1,909
334
1,043
322
3.7784
160,100
<1H OCEAN
-118.38
34.14
42
1,253
225
492
224
7.7112
386,700
<1H OCEAN
-122.65
38.24
24
1,948
310
922
313
4.95
243,600
<1H OCEAN
-122.08
37.62
27
1,826
309
1,016
313
5.64
206,500
NEAR BAY
-121.55
38.51
14
5,490
851
2,415
837
6.5253
216,800
INLAND
-117.25
32.72
33
1,677
228
629
239
6.597
496,400
NEAR OCEAN
-117.88
33.75
50
1,344
228
747
234
4.5125
195,400
<1H OCEAN
-120.89
37.54
30
509
115
275
115
2.2679
250,000
INLAND
-120.46
36.87
20
1,287
310
954
269
1.3386
63,000
INLAND
-121.7
36.84
19
2,511
465
1,551
450
4.9107
231,900
<1H OCEAN
-122.2
40.26
15
2,102
358
957
371
3.1908
137,900
INLAND
-122.25
37.89
41
1,125
195
356
181
6.1593
344,000
NEAR BAY
-117.14
32.76
24
3,523
991
1,775
873
2.1273
142,300
NEAR OCEAN
-122.11
37.38
36
3,598
500
1,296
533
7.8177
500,001
NEAR BAY
-117.41
34.1
5
4,937
1,139
2,204
812
2.5272
92,000
INLAND
-118.12
33.8
36
1,257
205
530
211
5.3701
251,400
<1H OCEAN
-122.48
37.7
33
4,492
null
3,477
1,537
3.0546
297,900
NEAR OCEAN
-121.38
38.7
25
3,919
764
2,203
783
2.2402
89,500
INLAND
-122.79
38.42
9
4,967
885
2,581
915
5.038
185,600
<1H OCEAN
-124
40.92
29
1,429
null
672
266
2.9485
98,800
<1H OCEAN
-118.49
34.03
31
4,949
1,293
1,985
1,244
4.252
436,700
<1H OCEAN
-117.07
33.13
33
555
165
612
176
2.1786
137,500
<1H OCEAN
-119.3
36.35
24
1,855
416
1,520
410
2.3304
64,900
INLAND
-118.24
33.8
28
636
169
788
143
3.6161
131,300
NEAR OCEAN
-120.89
39.3
17
2,282
431
974
371
3.5417
155,100
INLAND
-117.29
34.14
39
1,989
401
805
341
2.425
90,000
INLAND
-121
39.16
10
1,170
225
537
194
3.2813
163,200
INLAND
-122.13
37.77
24
2,459
317
916
324
7.0712
293,000
NEAR BAY
-117.44
33.95
31
914
177
556
161
3.7344
115,300
INLAND
-118.28
34.1
49
1,767
467
1,066
438
3.0958
210,900
<1H OCEAN
-117.14
32.8
41
2,423
469
1,813
466
2.1157
156,900
NEAR OCEAN
-117.04
32.83
8
2,205
348
777
341
6.0266
177,400
<1H OCEAN
-122.2
37.82
39
3,770
534
1,265
500
6.3302
362,800
NEAR BAY
-121.43
37.78
24
807
174
585
166
2.6181
163,500
INLAND
-118.33
33.98
38
3,063
796
2,153
721
1.8472
149,100
<1H OCEAN
-121.65
39.53
23
1,387
325
640
289
1.4833
65,200
INLAND
-122.01
37.97
34
3,259
498
1,250
478
5.3794
206,200
NEAR BAY
-117.05
32.78
37
1,184
178
529
192
4.7941
161,700
<1H OCEAN
-122.47
37.68
31
4,077
777
2,544
738
4.5337
306,700
NEAR OCEAN
-122.3
37.9
38
2,263
522
1,027
509
3.5125
224,200
NEAR BAY
-121.96
38.35
20
1,415
266
667
250
4.0938
117,300
INLAND
-121.93
36.59
25
2,201
353
622
295
5.0621
386,500
NEAR OCEAN
-118.55
34.39
16
8,726
1,317
3,789
1,279
6.8419
323,300
<1H OCEAN
-118.47
34.24
19
2,405
661
1,855
621
2.3111
255,400
<1H OCEAN
-117.84
33.9
24
1,723
223
707
219
7.0352
299,600
<1H OCEAN
-121.58
39.79
19
2,636
523
1,184
465
2.7863
108,600
INLAND
-117.14
32.71
43
966
255
857
208
1.2841
72,000
NEAR OCEAN
-122.05
37.54
25
4,209
731
2,568
703
5.2882
223,100
NEAR BAY
-121.97
36.96
27
4,001
999
1,808
945
2.561
234,600
NEAR OCEAN
-122.37
38.33
29
1,868
291
764
284
4.825
195,100
NEAR BAY
-121.29
38.14
34
2,770
544
1,409
535
3.2338
101,800
INLAND
-118.61
34.2
16
1,718
467
896
475
3.6296
160,900
<1H OCEAN
-118.28
33.98
47
865
193
782
217
2.2411
93,000
<1H OCEAN
-119.75
34.43
23
2,982
837
1,317
787
3.3776
283,200
NEAR OCEAN
-118.38
34.14
40
1,965
354
666
357
6.0876
483,800
<1H OCEAN
-122.22
37.48
34
1,541
584
1,564
558
2.56
250,000
NEAR OCEAN
-118.25
33.97
39
1,346
380
1,520
356
1.1635
108,700
<1H OCEAN
-117.99
33.75
22
3,024
754
2,357
743
3.3125
191,800
<1H OCEAN
-117.28
34.12
47
2,456
611
1,653
512
1.3973
66,100
INLAND
-118.01
33.95
36
1,579
290
816
276
4.4318
181,100
<1H OCEAN
-118.1
33.91
40
513
100
399
99
4.875
167,600
<1H OCEAN
-118.16
34.07
41
247
55
925
50
3.5769
135,700
<1H OCEAN
-122.19
37.77
52
2,329
445
1,144
417
3.5114
151,200
NEAR BAY
-117.23
33.21
21
1,934
386
861
381
3.6181
213,800
<1H OCEAN
-117.57
34.13
5
6,135
879
2,795
781
5.9369
225,200
INLAND
-118.42
34.08
46
1,399
148
410
152
15.0001
500,001
<1H OCEAN
-120.84
38.77
11
1,013
188
410
158
4.825
184,600
INLAND
-122.12
37.69
35
2,681
508
1,580
536
4.1042
179,100
NEAR BAY
-121.3
37.95
9
674
242
575
193
2.2024
45,000
INLAND
-121.81
37.3
15
1,929
345
1,683
347
5.5248
235,600
<1H OCEAN
-118.27
33.79
39
1,513
365
1,227
354
3.3929
184,600
<1H OCEAN
-118.38
33.81
41
1,889
301
802
278
6.015
488,500
NEAR OCEAN
-118.27
34.06
45
564
353
1,172
319
1.494
187,500
<1H OCEAN
-119.02
35.36
47
1,631
340
847
315
2.5062
73,700
INLAND
-122.6
38.9
23
292
56
92
41
2.9583
91,700
INLAND
-122
37
16
32
4
36
5
2.625
137,500
NEAR OCEAN
-117.37
33.98
27
1,342
547
844
484
1.1194
95,800
INLAND
-118.13
34.16
33
2,682
716
2,050
692
2.4817
169,500
<1H OCEAN
-119.77
36.75
39
1,287
332
1,386
306
1.5227
46,900
INLAND
-117.32
33.12
25
2,670
527
936
461
2.7717
354,000
NEAR OCEAN
-116.91
32.75
5
8,710
1,614
4,372
1,527
4.7813
240,900
<1H OCEAN