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
-118.61
34.19
28
3,824
749
1,790
701
4.1154
246,400
<1H OCEAN
-121.45
38.62
37
1,534
315
1,147
322
2.5643
59,800
INLAND
-122.28
37.9
49
3,191
516
1,148
507
6.3538
333,700
NEAR BAY
-116.99
32.74
17
3,101
547
1,410
486
3.1771
189,900
<1H OCEAN
-118.03
33.94
30
2,572
521
1,564
501
3.4861
177,200
<1H OCEAN
-121.89
37.44
8
2,534
null
1,527
364
7.8532
422,800
<1H OCEAN
-117.95
33.87
35
1,854
383
1,115
381
4.4784
185,200
<1H OCEAN
-118.35
33.89
30
1,143
299
776
273
4.2829
240,000
<1H OCEAN
-118.31
33.98
52
1,607
331
900
295
3.5982
96,600
<1H OCEAN
-119.04
34.24
20
7,794
1,192
4,169
1,188
5.9316
311,900
<1H OCEAN
-118.31
34.06
14
1,559
646
1,639
567
1.9949
380,000
<1H OCEAN
-118.35
34.04
49
1,104
266
668
297
3.0856
151,600
<1H OCEAN
-118.19
33.82
19
2,953
895
1,914
855
3.5521
290,000
NEAR OCEAN
-121.4
38.71
15
4,680
758
2,626
729
3.8355
107,000
INLAND
-118.14
33.71
36
2,484
525
792
446
5.1815
500,001
NEAR OCEAN
-121.25
37.76
22
2,430
417
1,292
391
3.4009
182,400
INLAND
-122.26
38.11
52
2,573
639
1,238
529
2.6708
109,700
NEAR BAY
-124.15
40.88
33
2,235
506
1,165
441
1.725
57,500
NEAR OCEAN
-117.97
33.88
16
2,003
300
1,172
318
6.0394
321,600
<1H OCEAN
-121.91
37.31
28
3,104
811
1,488
754
3.6429
332,600
<1H OCEAN
-116.51
34.85
15
3,149
713
1,281
486
2
64,700
INLAND
-118.29
33.95
40
2,808
695
2,357
627
1.9655
102,300
<1H OCEAN
-122.67
38.45
24
2,622
525
1,027
510
2.9222
242,600
<1H OCEAN
-121.54
38.59
40
2,120
504
1,304
464
2.0368
67,800
INLAND
-117.65
34.12
17
3,006
427
1,291
406
6.2083
242,700
INLAND
-122.23
40.32
10
2,336
426
1,003
368
3.0833
81,300
INLAND
-122.5
37.76
50
1,993
410
1,009
374
3.9464
295,600
NEAR OCEAN
-118.36
34.03
38
2,365
638
2,259
607
2.0879
120,700
<1H OCEAN
-122.19
37.76
38
1,493
370
1,144
351
0.7683
81,800
NEAR BAY
-118.38
34.04
45
767
130
254
118
6.2895
340,400
<1H OCEAN
-117.04
32.74
5
2,878
785
1,727
758
1.7179
132,000
NEAR OCEAN
-122.09
37.95
32
1,339
209
601
209
6.0265
247,900
NEAR BAY
-118.22
33.91
31
571
153
841
158
2.6154
89,200
<1H OCEAN
-115.48
32.68
15
3,414
666
2,097
622
2.3319
91,200
INLAND
-122.42
37.61
37
1,866
300
822
305
4.7
341,300
NEAR OCEAN
-117.11
32.57
32
2,723
586
1,702
562
3.3371
140,500
NEAR OCEAN
-121.31
38.72
11
2,306
420
1,308
418
3.9506
122,200
INLAND
-118.17
34.04
44
691
155
613
142
1.9667
133,900
<1H OCEAN
-118.24
34.05
13
1,703
697
1,823
669
0.8288
181,300
<1H OCEAN
-118.09
34.01
42
897
229
1,094
238
2.0729
114,100
<1H OCEAN
-118.32
34.04
48
1,184
328
953
311
2.3526
156,300
<1H OCEAN
-118.41
34
35
1,062
305
1,026
307
2.7153
265,500
<1H OCEAN
-122.15
37.47
37
1,844
382
1,634
417
2.7993
145,500
NEAR BAY
-121.24
37.96
37
1,175
260
951
267
2.875
57,700
INLAND
-121.91
37.42
19
1,684
387
1,224
376
4.1389
174,100
<1H OCEAN
-118.48
34.05
48
3,623
528
1,282
516
9.5221
500,001
<1H OCEAN
-121.15
38.89
20
2,024
313
879
309
5.2903
239,400
INLAND
-121.84
37.35
20
3,375
867
4,610
860
2.6894
182,200
<1H OCEAN
-122.43
37.8
52
2,696
572
925
552
5.0365
500,000
NEAR BAY
-122.43
37.71
35
2,878
564
1,633
528
4.5
266,900
NEAR BAY
-122
37.34
31
3,344
620
1,604
572
5.2108
351,500
<1H OCEAN
-118.24
34.12
34
80
26
125
35
0.8907
154,200
<1H OCEAN
-121.82
37.39
37
4,137
636
1,569
578
6.1008
286,200
<1H OCEAN
-118.14
34.02
40
1,912
502
2,077
500
2.6
180,600
<1H OCEAN
-118.15
34.14
52
403
117
361
105
1.625
187,500
<1H OCEAN
-118.14
33.91
32
1,981
472
1,371
431
3.1204
204,200
<1H OCEAN
-118
33.9
35
1,758
309
972
338
4.3831
209,800
<1H OCEAN
-118.28
34.04
20
1,193
454
1,880
453
2.1806
180,000
<1H OCEAN
-117.75
34.05
46
1,480
358
1,511
348
1.9718
110,600
INLAND
-118.24
34.24
31
3,019
469
1,349
462
7.1463
394,100
<1H OCEAN
-122.4
38.53
24
1,741
289
564
231
3.6118
248,400
INLAND
-122.16
38.07
14
6,360
1,236
2,876
1,127
4.5321
190,300
NEAR BAY
-122.1
37.65
25
2,538
494
1,185
501
4.5417
194,400
NEAR BAY
-122.45
38.3
24
1,946
400
718
380
3.5507
257,900
NEAR BAY
-118.29
33.96
31
4,022
1,208
3,707
1,007
1.3096
116,300
<1H OCEAN
-119.69
36.83
28
1,868
350
898
329
3.1814
78,900
INLAND
-121.29
38.01
10
69
16
50
20
3.75
120,800
INLAND
-118.2
34.07
34
1,765
551
2,203
500
2.2708
159,600
<1H OCEAN
-117.25
33.12
8
8,552
1,437
3,335
1,323
5.311
255,800
NEAR OCEAN
-122.46
37.75
52
1,849
287
695
258
6.5372
394,000
NEAR BAY
-120.64
37.38
21
3,157
637
2,268
620
2.567
70,400
INLAND
-118.46
34.28
23
1,663
302
1,242
283
5.5931
217,600
<1H OCEAN
-118.35
33.8
32
1,434
296
672
285
4.875
311,700
<1H OCEAN
-118.41
33.92
22
2,340
584
1,141
554
4.5729
337,500
<1H OCEAN
-121.85
37.38
12
12,980
2,568
8,190
2,515
5.2415
286,500
<1H OCEAN
-122.09
37.65
35
1,130
192
543
184
4.3897
190,600
NEAR BAY
-117.14
32.75
19
1,358
613
766
630
1.0353
150,000
NEAR OCEAN
-118.48
34
41
2,584
743
1,058
668
3.2061
370,000
<1H OCEAN
-117.26
34.48
6
4,632
753
1,851
694
4.1933
163,100
INLAND
-117.34
33.19
19
3,575
525
1,654
559
5.7409
274,100
NEAR OCEAN
-120.43
34.89
28
2,862
478
1,384
463
4.6694
158,200
<1H OCEAN
-117.93
33.86
17
1,627
398
1,216
369
3.3438
186,600
<1H OCEAN
-122
37.54
26
1,910
371
852
357
5.8325
298,900
<1H OCEAN
-121.95
37.34
25
5,236
1,320
2,529
1,213
3.1702
256,100
<1H OCEAN
-118.22
33.95
36
1,679
483
2,249
487
2.8167
160,400
<1H OCEAN
-118.95
34.19
24
2,719
434
1,318
424
4.675
228,800
<1H OCEAN
-117.09
32.57
10
2,198
368
1,645
350
4.5547
160,700
NEAR OCEAN
-119.85
36.83
11
2,497
427
1,101
405
4.8036
141,600
INLAND
-122.05
37.95
34
1,408
277
738
269
4.175
169,400
NEAR BAY
-118.09
33.75
32
6,239
974
2,615
950
6.6188
380,000
NEAR OCEAN
-123.2
39.13
26
1,474
417
1,065
401
1.375
84,400
<1H OCEAN
-122.2
37.8
41
2,070
354
804
340
5.1184
239,600
NEAR BAY
-115.62
33.04
20
1,121
244
766
230
2.2969
62,000
INLAND
-120.71
37.39
40
680
160
785
175
2.6058
72,700
INLAND
-118.34
34.19
41
1,524
393
1,176
375
2.875
192,400
<1H OCEAN
-117.99
33.84
34
2,079
343
1,379
352
5.103
207,000
<1H OCEAN
-117.94
34.14
33
1,620
283
868
275
5.411
219,400
INLAND
-118.21
34.1
40
1,684
316
795
330
5.2723
218,300
<1H OCEAN
-118.23
34.15
26
1,649
522
1,332
483
3.1004
257,100
<1H OCEAN
-117.51
34
36
3,791
746
2,258
672
3.2067
124,700
INLAND