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
-118.27
33.94
37
973
221
842
178
1.6645
94,900
<1H OCEAN
-121.66
36.68
10
913
265
508
251
0.9914
147,500
<1H OCEAN
-120.38
36.75
25
1,689
495
1,745
457
1.9056
60,000
INLAND
-118.28
33.73
45
2,137
559
1,550
529
1.9167
227,200
NEAR OCEAN
-121.81
37.31
14
2,731
578
1,109
551
3.1382
139,700
<1H OCEAN
-121
37.68
15
1,232
180
408
196
6.9682
182,400
INLAND
-122.05
36.97
16
3,363
611
1,603
556
4.2542
294,100
NEAR OCEAN
-117.92
34.1
33
1,921
397
1,492
393
4.375
150,500
<1H OCEAN
-118.39
34.19
25
3,794
989
2,454
876
2.9982
204,200
<1H OCEAN
-117.99
33.9
33
2,161
383
1,235
383
5.6454
202,800
<1H OCEAN
-117.2
34.14
14
2,647
524
989
479
3.1513
160,000
INLAND
-122.11
37.66
29
2,544
643
2,332
603
3.2091
150,000
NEAR BAY
-121.84
37.25
17
2,363
473
1,369
442
4.8355
141,600
<1H OCEAN
-120.98
37.68
18
4,197
1,006
2,203
874
2.166
118,600
INLAND
-121.83
38.43
24
1,307
314
917
291
2.2244
98,100
INLAND
-121.18
38.8
18
2,541
414
1,276
405
5.1857
220,100
INLAND
-122.15
37.76
39
1,823
286
763
270
6.0749
196,900
NEAR BAY
-117.14
33.15
16
1,129
198
758
178
5.0346
174,600
<1H OCEAN
-117.81
33.86
18
133
29
95
23
3.5625
235,000
<1H OCEAN
-118.15
35.04
29
1,671
368
821
337
2.16
56,800
INLAND
-117.99
34.07
31
1,507
369
1,548
347
3.4327
147,200
INLAND
-122.36
37.72
10
479
125
355
108
2.7083
180,400
NEAR BAY
-118.38
33.85
31
3,533
729
1,647
679
5.5843
384,600
<1H OCEAN
-117.15
32.76
43
2,361
489
824
470
3.4196
302,200
NEAR OCEAN
-117.4
33.85
9
7,538
1,125
3,450
1,077
5.4625
223,600
INLAND
-117.23
32.74
35
2,615
525
1,312
547
4.1339
238,200
NEAR OCEAN
-118.11
34.03
36
1,493
316
989
293
3.5272
213,700
<1H OCEAN
-121.99
37.97
22
2,823
509
1,271
474
5.1333
207,200
INLAND
-117.2
34.46
7
8,414
1,584
5,146
1,517
3.2794
92,500
INLAND
-117.97
33.79
33
3,268
641
1,704
591
3.6849
211,400
<1H OCEAN
-118.14
34.02
44
1,715
460
1,740
423
2.7019
153,300
<1H OCEAN
-122.22
37.81
52
2,024
339
756
340
4.072
270,100
NEAR BAY
-117.23
32.8
27
1,297
355
776
337
2.4643
244,400
NEAR OCEAN
-119.69
36.75
13
2,343
409
1,347
405
4.0027
93,100
INLAND
-118.3
34.08
36
1,276
503
1,502
450
2.1766
205,600
<1H OCEAN
-118.51
34.18
37
1,893
365
911
324
4.8036
295,300
<1H OCEAN
-117.31
33.18
16
1,835
430
599
399
2.0147
87,700
NEAR OCEAN
-118.25
33.96
48
1,052
234
793
216
1.6585
92,900
<1H OCEAN
-124.15
40.79
37
2,692
488
1,263
486
3.0216
86,400
NEAR OCEAN
-123.21
40.51
16
241
84
152
61
1.375
48,800
INLAND
-118.25
33.93
42
763
191
754
174
2.0486
101,800
<1H OCEAN
-118.36
34.03
43
1,690
379
1,017
359
2.1078
133,500
<1H OCEAN
-118.16
34.16
44
1,284
278
925
261
1.7321
178,400
<1H OCEAN
-122.27
37.55
16
4,789
816
1,840
763
6.7474
338,200
NEAR BAY
-117.16
33.06
16
1,988
279
770
252
5.8661
404,500
NEAR OCEAN
-119.76
36.78
30
6,117
1,330
2,768
1,224
2.1383
78,800
INLAND
-122.31
37.58
44
1,990
442
1,141
424
3.9696
258,300
NEAR BAY
-117.18
32.7
44
2,655
514
1,102
489
3.6759
368,800
NEAR OCEAN
-122.45
41.28
15
2,740
503
1,188
445
3.4519
128,800
INLAND
-117.42
34.13
4
11,587
1,796
5,804
1,705
4.8283
141,900
INLAND
-122.09
37.4
22
1,489
436
662
470
3.5179
197,200
NEAR BAY
-117.28
32.75
34
981
313
508
304
2.2328
266,700
NEAR OCEAN
-120.85
37.51
5
2,899
745
1,593
633
2.2292
127,500
INLAND
-118
33.86
32
1,162
196
563
178
3.875
203,000
<1H OCEAN
-123.17
39.18
14
2,240
327
1,030
308
5.9585
214,900
<1H OCEAN
-121.94
37.24
26
2,561
388
1,165
393
7.3522
363,800
<1H OCEAN
-118.3
33.79
21
1,068
283
1,180
274
2.5
157,500
<1H OCEAN
-121.56
37
20
3,976
953
3,866
950
2.5387
160,100
INLAND
-118.03
33.85
30
2,320
448
1,434
452
4.0865
203,700
<1H OCEAN
-120.72
38.94
10
1,604
352
540
190
3.7625
113,200
INLAND
-118
35.05
21
1,739
425
945
362
3.4015
86,500
INLAND
-118.45
34.31
28
1,532
287
977
275
4.4773
173,100
<1H OCEAN
-118.21
33.89
42
1,739
370
1,104
297
2.2125
120,700
<1H OCEAN
-121.83
37.34
21
6,404
1,232
6,047
1,235
4.2098
193,400
<1H OCEAN
-123.2
39.16
14
1,908
484
1,195
467
1.7929
82,300
<1H OCEAN
-118.26
33.92
40
1,076
244
705
255
1.7986
98,900
<1H OCEAN
-118.2
34.09
39
1,594
430
1,668
378
2.5343
138,200
<1H OCEAN
-117.17
32.75
52
1,052
null
381
201
3.0726
289,600
NEAR OCEAN
-121.23
37.81
16
2,085
342
1,236
345
5.5591
149,300
INLAND
-120.08
37.06
18
402
76
213
71
1.9063
95,800
INLAND
-121.89
37.26
26
1,864
331
956
325
5.5
231,700
<1H OCEAN
-117.87
33.59
44
2,499
396
910
374
6.6544
500,001
<1H OCEAN
-118.42
34.2
27
3,201
970
3,403
948
2.2377
231,700
<1H OCEAN
-117.43
33.93
31
1,273
262
686
254
2.4922
109,400
INLAND
-117.88
33.72
38
1,421
300
1,236
263
3.9844
165,300
<1H OCEAN
-121.46
38.6
29
1,978
538
823
490
1.9688
135,600
INLAND
-121.03
37.64
22
2,001
387
1,520
387
3.148
102,300
INLAND
-121.98
37.35
36
1,054
193
546
187
4.5625
240,000
<1H OCEAN
-122.49
37.63
34
696
145
398
162
3.525
254,100
NEAR OCEAN
-122.22
37.77
40
494
114
547
135
2.8015
114,800
NEAR BAY
-118.43
33.9
27
1,536
377
553
326
5.4088
500,001
<1H OCEAN
-118.2
33.95
35
1,924
520
2,101
541
2.4267
151,500
<1H OCEAN
-122.65
38.27
9
4,764
816
2,077
755
5.1391
234,500
<1H OCEAN
-118.26
33.99
47
1,865
465
1,916
438
1.8242
95,000
<1H OCEAN
-119.69
36.79
15
2,524
451
1,207
424
2.7404
76,300
INLAND
-120.26
38.13
17
301
94
122
47
4.0583
87,500
INLAND
-122.16
37.73
52
1,114
206
425
207
2.5625
175,000
NEAR BAY
-117.9
34.11
37
1,286
255
1,047
249
4.2019
140,100
<1H OCEAN
-121.78
40.12
14
388
108
35
17
6.1359
106,300
INLAND
-122
37.32
34
3,450
731
1,915
689
4.7402
244,500
<1H OCEAN
-120.66
40.42
35
1,450
325
717
297
2.5074
66,400
INLAND
-117.81
33.73
19
4,022
975
2,334
954
3.0305
140,600
<1H OCEAN
-122.93
38.02
28
1,284
265
628
219
3.5469
200,000
NEAR OCEAN
-120.69
37.4
46
860
130
496
147
3.5167
137,500
INLAND
-120.99
39.22
16
1,497
275
737
243
2.8942
182,500
INLAND
-117.25
32.73
39
1,688
256
635
272
4.5938
367,400
NEAR OCEAN
-118.25
33.93
27
581
135
647
131
3.2917
83,100
<1H OCEAN
-118.15
34.71
36
1,338
250
709
250
3.5625
101,400
INLAND
-118.34
33.8
33
2,194
469
987
397
5.0951
318,900
<1H OCEAN
-122.41
37.73
52
1,931
358
1,092
356
3.7835
271,300
NEAR BAY