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
-121.92
37.3
36
2,088
358
772
347
4.2762
310,100
<1H OCEAN
-121.83
37.38
15
4,430
992
3,278
1,018
4.5533
209,900
<1H OCEAN
-117.22
33.66
12
1,869
356
1,007
323
3.125
117,200
<1H OCEAN
-120.99
39.26
16
2,616
422
1,090
425
3.7917
179,200
INLAND
-117.65
34.12
27
2,298
340
1,071
369
6.5587
239,000
INLAND
-122.48
37.86
52
3,914
752
1,177
670
6.2113
500,001
NEAR BAY
-118.23
33.96
44
3,186
876
3,913
842
3.0143
148,200
<1H OCEAN
-117.09
32.72
39
1,273
246
770
242
2.0938
102,500
NEAR OCEAN
-117.77
34.07
36
2,922
652
2,392
629
2.8661
124,000
INLAND
-120.98
38.67
13
3,432
516
1,286
470
5.584
186,600
INLAND
-117.14
32.83
25
2,161
462
896
468
2.2284
177,500
NEAR OCEAN
-117.92
34.07
36
1,057
207
658
207
4.7708
191,700
<1H OCEAN
-118.11
33.93
35
2,670
493
1,196
488
3.8427
283,500
<1H OCEAN
-119.3
36.57
32
728
null
461
149
3.0156
109,100
INLAND
-117.87
33.92
14
4,039
669
1,905
670
6.3303
303,000
<1H OCEAN
-119.64
34.43
34
3,045
570
1,002
488
5.623
500,001
<1H OCEAN
-118.26
33.97
52
1,331
346
1,144
362
1.5326
90,600
<1H OCEAN
-118.01
33.76
35
2,072
349
1,249
317
3.9855
191,900
<1H OCEAN
-117.28
33.2
11
1,472
261
1,012
285
4.21
175,600
NEAR OCEAN
-118.35
33.98
47
2,512
461
1,082
426
3.8235
207,600
<1H OCEAN
-118.41
33.98
33
3,331
777
1,695
735
3.9727
307,200
<1H OCEAN
-118.07
33.9
42
1,007
224
776
228
3.8672
162,700
<1H OCEAN
-118.26
34.15
6
3,340
945
2,315
846
2.8884
252,300
<1H OCEAN
-118.01
33.84
35
4,166
713
2,354
709
5.1775
213,400
<1H OCEAN
-116.98
33.83
15
2,228
472
653
350
2.683
139,300
INLAND
-118.06
33.72
17
4,573
937
1,619
796
5.7704
500,001
NEAR OCEAN
-117.92
33.91
33
2,868
382
1,204
412
6.1825
336,900
<1H OCEAN
-121.88
37.44
17
1,621
299
1,028
293
5.2722
186,900
<1H OCEAN
-117.12
33.52
4
30,401
4,957
13,251
4,339
4.5841
212,300
<1H OCEAN
-121.5
38.61
5
1,395
373
638
322
2.6745
225,000
INLAND
-120.72
37.54
17
729
134
431
121
4.2188
131,300
INLAND
-122.04
39.22
27
1,446
295
670
281
3.2625
92,800
INLAND
-121.73
36.93
29
2,931
535
1,954
506
3.2917
224,700
<1H OCEAN
-117.23
34.11
33
2,170
500
1,425
472
2.0133
78,300
INLAND
-117.79
33.77
21
4,349
553
1,680
519
6.9014
439,000
<1H OCEAN
-121.89
37.99
4
2,171
597
928
461
4.1016
170,500
INLAND
-118.27
34.06
26
513
338
1,204
321
1.4904
275,000
<1H OCEAN
-118.2
33.82
21
2,251
452
913
420
4.6042
272,200
NEAR OCEAN
-117.07
33.07
8
2,756
343
1,045
340
8.5957
444,100
<1H OCEAN
-117.54
34.55
5
2,949
671
1,620
530
2.9479
83,300
INLAND
-121.33
38.56
17
3,608
682
1,694
666
3.311
109,400
INLAND
-118.31
34.06
47
3,038
1,533
4,225
1,472
1.6725
187,500
<1H OCEAN
-121.86
37.4
19
4,043
764
2,196
708
6.1504
268,400
<1H OCEAN
-121.33
38.03
10
629
140
635
146
2.2961
126,700
INLAND
-118.14
34.09
38
1,745
457
1,547
460
2.85
219,000
<1H OCEAN
-119.6
36.57
33
1,923
403
1,205
389
1.8333
68,300
INLAND
-120.88
38.91
15
3,876
778
1,960
691
2.902
127,300
INLAND
-122.17
37.72
43
3,783
814
2,139
789
4.0202
166,300
NEAR BAY
-122.03
37.35
19
3,811
1,227
1,930
1,153
3.5154
311,400
<1H OCEAN
-117.84
34.12
34
2,026
345
1,142
332
4.392
187,600
INLAND
-122.47
37.69
35
1,720
421
1,452
425
3.5909
256,100
NEAR OCEAN
-118.12
33.83
44
1,712
314
691
293
4.3594
221,300
<1H OCEAN
-122.06
37.99
17
1,319
316
384
269
1.8229
137,500
NEAR BAY
-117.98
33.85
23
2,089
377
1,085
362
4.765
181,500
<1H OCEAN
-122.07
37.59
15
3,475
686
2,568
653
4.6211
151,400
NEAR BAY
-121.44
38.58
43
1,806
339
764
341
3.9271
147,100
INLAND
-122.12
37.65
26
162
27
86
25
2.375
137,500
NEAR BAY
-118.21
33.88
31
1,332
417
1,405
363
2.0125
143,000
<1H OCEAN
-117.96
33.8
33
1,984
420
1,119
387
3.4821
231,300
<1H OCEAN
-118.48
34.31
31
1,091
256
892
238
3
172,400
<1H OCEAN
-118.12
33.94
33
2,206
393
973
364
4.675
283,000
<1H OCEAN
-122.41
37.79
52
6,016
2,509
3,436
2,119
2.5166
275,000
NEAR BAY
-118.3
34.02
42
2,386
670
2,327
661
1.6699
108,000
<1H OCEAN
-122.11
37.43
35
3,905
565
1,562
553
7.313
463,700
NEAR BAY
-121.93
36.63
33
1,740
342
638
329
3.1912
319,800
NEAR OCEAN
-118.1
33.99
35
1,326
272
933
267
3.4306
162,500
<1H OCEAN
-119.19
34.17
27
2,183
364
1,458
388
4.4567
191,100
NEAR OCEAN
-119.81
36.7
52
314
57
178
66
1.2404
52,500
INLAND
-118.25
34.09
52
1,866
470
1,211
417
2.935
189,400
<1H OCEAN
-124.16
40.79
46
3,042
597
1,206
541
2.1135
90,600
NEAR OCEAN
-121.23
38.65
19
2,926
476
1,349
480
4.6437
212,900
INLAND
-121.23
38.09
23
633
91
236
83
6.4562
230,000
INLAND
-120.2
40.26
26
2,399
518
1,037
443
2.6765
47,600
INLAND
-119.08
35.34
15
1,474
235
768
238
4.1528
130,100
INLAND
-122.28
37.85
44
1,025
198
506
204
1.73
147,900
NEAR BAY
-118.33
33.87
35
743
128
385
137
6.4891
278,100
<1H OCEAN
-117.82
33.75
24
893
209
342
197
2.8261
146,500
<1H OCEAN
-118.14
33.92
31
3,731
853
2,313
801
3.2237
218,200
<1H OCEAN
-121.89
37.27
28
1,481
256
688
221
5.2088
240,900
<1H OCEAN
-118.28
33.83
18
5,923
1,409
3,887
1,322
3.4712
194,400
<1H OCEAN
-117.96
33.83
29
1,194
176
474
170
6.1001
298,900
<1H OCEAN
-118.27
33.79
31
1,535
369
1,291
340
2.9375
174,000
<1H OCEAN
-121.8
38.01
46
2,273
495
1,088
447
2.2532
109,400
INLAND
-117.04
32.99
6
9,518
1,418
4,413
1,275
6.6012
314,900
<1H OCEAN
-117.94
33.82
27
1,366
326
878
325
3.4
196,900
<1H OCEAN
-117.98
33.65
22
3,335
754
1,500
719
3.7315
197,900
<1H OCEAN
-118.01
33.78
26
2,343
377
1,166
373
6
233,100
<1H OCEAN
-119.3
34.29
50
3,128
825
2,535
783
2.3669
165,300
NEAR OCEAN
-122.22
37.78
50
1,920
530
1,525
477
1.4886
128,800
NEAR BAY
-117.13
32.81
26
2,119
444
1,202
440
3.2308
166,500
NEAR OCEAN
-121.28
38.67
29
1,087
174
430
174
4.3625
158,800
INLAND
-121.81
38.43
30
1,674
297
756
292
3.9286
133,100
INLAND
-117
33.74
8
5,330
1,529
2,143
1,107
2.1103
94,400
INLAND
-122.25
37.81
46
3,232
835
1,373
747
3.225
218,800
NEAR BAY
-117.07
33.04
4
2,271
578
926
391
3.6437
210,100
<1H OCEAN
-121.27
38.7
16
3,747
586
1,817
590
4.6488
145,300
INLAND
-115.57
32.83
31
1,494
289
959
284
3.5282
67,500
INLAND
-118.35
34.09
35
1,989
634
1,108
593
1.6081
288,900
<1H OCEAN
-122.69
38.45
36
1,943
337
711
318
3.9191
183,000
<1H OCEAN
-117.13
32.7
48
786
230
917
231
1.875
75,600
NEAR OCEAN