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
-117.19
32.83
30
2,288
448
1,240
469
4.0114
169,800
NEAR OCEAN
-124.1
40.47
52
1,196
236
965
265
3.5345
55,000
<1H OCEAN
-118.2
33.79
25
2,851
968
3,744
906
2.0675
116,700
NEAR OCEAN
-119.29
36.52
39
858
228
1,222
224
1.5714
43,000
INLAND
-123.32
39.42
22
2,085
432
1,133
402
2.3906
92,600
<1H OCEAN
-118.28
33.97
31
2,017
566
2,063
521
1.9219
107,000
<1H OCEAN
-122.84
38.98
21
939
176
556
178
1.7196
75,000
INLAND
-117.94
33.62
25
1,188
264
569
249
3.6607
500,001
<1H OCEAN
-119.67
36.8
9
3,712
508
1,632
474
6.011
163,100
INLAND
-121.77
37.33
8
3,088
474
1,799
456
7.2707
355,300
<1H OCEAN
-117.91
33.6
37
2,088
510
673
390
5.1048
500,001
<1H OCEAN
-118.13
33.77
52
3,697
691
1,436
671
4.6852
395,200
NEAR OCEAN
-117.46
34.1
35
908
226
667
203
2.5833
93,500
INLAND
-118.09
34
36
1,722
353
1,174
335
3.045
160,600
<1H OCEAN
-117.98
33.73
22
4,232
624
2,408
660
6.6539
284,900
<1H OCEAN
-117.07
32.63
37
2,372
444
1,056
419
3.7583
145,500
NEAR OCEAN
-119.39
36.55
30
1,669
314
837
325
3.3869
80,400
INLAND
-121.8
36.94
29
2,377
476
1,669
499
2.8214
190,100
<1H OCEAN
-122.43
37.77
52
3,944
1,072
1,913
973
2.9567
425,000
NEAR BAY
-117.82
33.76
27
3,230
449
1,193
448
6.5308
287,800
<1H OCEAN
-116.77
32.82
16
3,688
817
1,969
767
2.875
222,900
<1H OCEAN
-121.86
37.41
16
1,489
262
945
263
7.3861
267,000
<1H OCEAN
-118.63
34.2
19
7,411
1,045
2,814
950
6.7785
336,100
<1H OCEAN
-120.01
39.26
26
1,930
391
307
138
2.6023
139,300
INLAND
-118.35
33.94
38
1,794
508
2,188
454
2.6654
142,200
<1H OCEAN
-114.47
34.4
19
7,650
1,901
1,129
463
1.82
80,100
INLAND
-118.45
33.99
33
3,125
785
1,720
713
2.9722
325,000
<1H OCEAN
-122.9
39.09
15
2,483
544
835
380
1.9141
143,200
INLAND
-121.19
38.85
8
4,114
710
2,268
716
4.4085
139,400
INLAND
-117.25
32.94
15
1,804
339
673
296
5.9806
370,500
NEAR OCEAN
-122.25
37.77
52
2,156
458
872
445
3.2685
254,200
NEAR BAY
-118.37
34.03
43
1,350
287
811
307
3.3636
140,900
<1H OCEAN
-122.46
37.78
52
2,594
622
1,421
593
3.0265
350,000
NEAR BAY
-120.83
37.77
20
1,717
403
1,062
401
1.6759
116,700
INLAND
-120.44
37.31
21
6,911
1,341
3,967
1,297
3.0515
95,200
INLAND
-118.29
33.98
48
1,124
231
783
223
3.4444
93,100
<1H OCEAN
-122.2
37.43
22
3,294
744
1,337
655
5.2391
500,001
NEAR OCEAN
-121.8
37.3
16
906
149
605
148
4.8173
235,600
<1H OCEAN
-122.23
37.78
52
862
215
994
213
3.0257
80,800
NEAR BAY
-117.97
33.91
19
8,096
1,318
3,853
1,313
6.0076
269,500
<1H OCEAN
-117.94
33.99
18
6,100
1,018
3,112
982
4.9932
284,000
<1H OCEAN
-117.62
33.42
27
1,005
266
460
243
3.1029
190,600
NEAR OCEAN
-114.58
33.61
25
2,907
680
1,841
633
2.6768
82,400
INLAND
-117.97
34.04
32
1,507
295
1,326
324
4.119
163,300
<1H OCEAN
-118.19
33.91
43
1,531
357
1,509
376
2.6354
128,100
<1H OCEAN
-118.43
33.99
45
1,899
461
1,260
415
2.6667
320,000
<1H OCEAN
-117.67
33.51
19
1,258
246
545
227
2.9762
184,400
<1H OCEAN
-117.93
33.78
28
4,380
820
2,187
835
3.9018
182,300
<1H OCEAN
-118.14
33.9
26
2,145
471
1,150
429
3.5972
225,800
<1H OCEAN
-122.45
37.72
52
1,729
319
890
300
4.3036
261,800
NEAR BAY
-122.22
38.11
43
1,939
353
968
392
3.1848
112,700
NEAR BAY
-118.49
34.26
25
8,389
1,872
4,483
1,747
3.5497
261,300
<1H OCEAN
-120.67
40.5
15
5,343
null
2,503
902
3.5962
85,900
INLAND
-122.7
38.33
26
1,584
295
846
295
3.375
156,300
<1H OCEAN
-117.98
33.7
16
5,127
631
2,142
596
7.8195
390,500
<1H OCEAN
-122.27
37.86
52
2,307
583
1,127
548
1.8447
198,200
NEAR BAY
-122.09
37.65
27
2,630
722
1,414
634
2.8203
195,200
NEAR BAY
-117.11
33.98
25
1,254
312
715
301
2.7344
149,000
INLAND
-122.03
37.98
44
1,254
252
498
217
3.4531
148,900
NEAR BAY
-121.99
37.54
26
2,332
371
1,285
404
5.388
225,000
<1H OCEAN
-117.83
33.8
31
2,016
409
1,095
405
3.8681
196,000
<1H OCEAN
-117.83
34.1
18
11,026
1,978
5,407
1,923
4.075
231,100
INLAND
-116.98
33.77
12
5,829
1,309
2,711
1,118
1.9707
107,900
INLAND
-118.53
34.17
18
6,430
1,412
2,897
1,348
3.855
243,800
<1H OCEAN
-120.07
36.96
32
1,268
283
549
273
1.4511
65,200
INLAND
-121.31
38
19
908
158
306
154
3.9792
131,900
INLAND
-122.34
37.46
21
1,799
293
576
277
7.439
500,001
NEAR OCEAN
-118.37
34.06
52
2,239
423
832
411
5.0858
470,000
<1H OCEAN
-121.94
36.99
11
4,571
924
2,004
847
4.2898
221,700
NEAR OCEAN
-117.2
33.16
13
4,503
1,137
3,094
1,091
2.3159
91,600
<1H OCEAN
-122.49
38
26
48
8
19
8
7.7197
400,000
NEAR BAY
-117.11
32.69
37
2,395
627
2,489
599
1.5933
86,300
NEAR OCEAN
-118.37
33.92
44
938
181
502
171
4.4722
218,300
<1H OCEAN
-121.28
38.77
6
3,819
550
1,738
587
5.8718
201,400
INLAND
-120.6
35.6
13
4,461
764
1,795
640
4.475
206,900
<1H OCEAN
-116.86
34.24
19
5,411
1,042
441
185
3.1324
132,000
INLAND
-118.3
33.99
45
1,701
452
1,484
427
1.84
91,400
<1H OCEAN
-117.78
33.54
29
1,421
462
520
339
2.2969
450,000
<1H OCEAN
-119.82
36.64
30
1,694
312
1,008
321
2.2466
96,000
INLAND
-118.23
34.18
47
1,853
345
757
310
3.6875
422,000
<1H OCEAN
-118.34
34.08
52
1,721
195
688
196
15.0001
500,001
<1H OCEAN
-121.02
39.01
17
4,786
799
2,066
770
3.9734
185,400
INLAND
-122.02
36.99
30
2,156
487
1,023
458
2.7875
245,000
NEAR OCEAN
-120.25
39.34
9
2,739
555
294
110
3.1842
162,500
INLAND
-121.41
39.72
17
1,583
331
730
306
2.3895
87,500
INLAND
-116.99
33.73
13
16,148
3,474
6,159
3,232
1.9961
97,800
INLAND
-120.43
34.87
21
2,131
329
1,094
353
4.6648
193,000
<1H OCEAN
-124.26
40.58
52
2,217
394
907
369
2.3571
111,400
NEAR OCEAN
-117.87
33.77
52
2,512
356
978
365
8.0784
320,300
<1H OCEAN
-118.36
34.08
40
3,110
764
1,557
763
1.9937
367,100
<1H OCEAN
-119.89
36.79
5
3,821
705
2,179
694
3.7821
80,400
INLAND
-118.31
33.77
20
5,776
956
2,757
936
6.6447
416,800
<1H OCEAN
-117.2
32.85
22
3,501
631
1,297
581
4.7891
295,300
NEAR OCEAN
-117.09
32.64
20
1,999
651
1,302
592
1.6321
57,500
NEAR OCEAN
-118.82
35.23
31
2,358
580
2,302
574
1.9688
53,900
INLAND
-119.35
36.16
21
2,751
602
1,496
489
2.3882
49,200
INLAND
-117.12
32.73
52
3,976
718
1,750
769
3.4151
175,400
NEAR OCEAN
-122.33
37.94
47
1,882
361
797
342
3.5848
140,800
NEAR BAY
-121.2
36.14
12
3,738
710
2,337
664
3.9647
135,000
<1H OCEAN
-117.05
32.81
17
1,885
292
771
301
5.6402
228,600
<1H OCEAN