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
-118.25
34.15
13
1,107
479
616
443
0.8185
187,500
<1H OCEAN
-117.25
32.75
36
1,929
526
974
491
1.7622
205,800
NEAR OCEAN
-121.67
36.66
19
9,371
1,980
4,259
1,882
3.6875
189,700
<1H OCEAN
-118.52
34.04
47
1,985
315
819
340
6.5147
500,001
<1H OCEAN
-122.14
37.9
32
5,738
746
2,099
732
10.3224
500,001
NEAR BAY
-121.65
36.7
29
4,964
1,056
2,773
1,036
3.0827
148,100
<1H OCEAN
-118.05
34.11
48
1,410
304
677
274
3.2596
272,400
INLAND
-120.42
37.98
18
3,059
609
1,335
581
2.5129
115,900
INLAND
-117.75
34.06
52
1,171
318
1,126
276
1.9762
105,800
INLAND
-119.98
38.93
28
1,194
272
494
203
2.3281
85,800
INLAND
-121.44
38.57
52
3,080
545
975
495
3.776
164,500
INLAND
-117.71
33.62
22
2,520
387
1,338
391
5.8898
242,800
<1H OCEAN
-120.84
35.3
15
2,062
327
781
316
4.9359
317,700
NEAR OCEAN
-117.98
33.75
27
2,343
415
1,537
426
5.1345
210,600
<1H OCEAN
-117.96
33.93
29
2,316
522
1,275
501
3.776
192,600
<1H OCEAN
-122.23
37.76
52
1,705
246
658
253
5.75
306,300
NEAR BAY
-116.93
32.82
26
4,129
714
1,820
718
4.2586
171,000
<1H OCEAN
-119.27
34.28
52
2,239
420
941
397
4.125
349,000
NEAR OCEAN
-124.16
40.78
46
1,975
346
791
349
3.8
81,800
NEAR OCEAN
-117.89
33.76
34
1,050
210
723
201
4.8
192,700
<1H OCEAN
-117.37
34.01
15
1,386
247
703
185
3.6415
124,200
INLAND
-122.25
37.86
52
1,587
444
878
449
1.7652
336,800
NEAR BAY
-120.44
37.31
16
3,369
532
1,770
574
5.2662
126,200
INLAND
-116.95
32.78
20
3,425
448
1,489
443
6.2552
296,400
<1H OCEAN
-119.18
34.26
22
2,334
359
1,298
363
5.5275
228,900
NEAR OCEAN
-118.21
33.96
39
2,050
529
1,959
485
2.1389
168,900
<1H OCEAN
-117.92
33.87
44
308
87
301
100
2.1991
191,100
<1H OCEAN
-121.91
36.63
42
817
194
391
193
2.1776
279,200
<1H OCEAN
-118.99
35.4
43
2,225
392
890
374
4.0208
90,400
INLAND
-124.09
40.87
44
692
206
398
211
1.1576
87,500
NEAR OCEAN
-120.12
34.6
10
2,426
426
966
419
5.5106
290,900
NEAR OCEAN
-119.49
36.58
21
2,106
410
867
380
1.9913
95,300
INLAND
-122.29
37.53
35
2,043
511
1,089
504
3.0278
310,600
NEAR OCEAN
-121.61
39.76
31
2,431
512
1,026
427
2.5428
85,000
INLAND
-122.37
40.55
26
1,435
234
544
232
2.6705
136,700
INLAND
-117.05
32.75
29
2,767
612
1,437
587
2.8306
142,900
NEAR OCEAN
-122
36.98
43
1,636
324
792
325
3.5562
239,200
NEAR OCEAN
-117.68
33.49
17
2,232
372
1,072
385
4.245
214,500
<1H OCEAN
-121.35
38.03
8
1,904
255
895
242
5.7201
155,700
INLAND
-117.03
32.69
5
3,201
532
2,061
536
5.0829
179,400
NEAR OCEAN
-121.03
39.14
10
3,138
524
1,275
511
4.0775
164,500
INLAND
-117.06
32.69
13
705
149
718
155
4.4375
154,900
NEAR OCEAN
-120.49
37.32
10
1,275
255
620
240
3.0263
118,300
INLAND
-118.2
34.14
52
3,800
646
1,842
620
5.5524
293,900
<1H OCEAN
-121.87
38.02
31
3,644
746
2,229
678
3.1389
117,800
INLAND
-122.13
37.47
25
1,630
353
1,546
371
5.0893
173,400
NEAR BAY
-120.86
35.39
23
1,664
355
629
279
2.7344
188,300
NEAR OCEAN
-121.88
37.24
24
4,420
996
2,981
975
3.506
226,400
<1H OCEAN
-117.87
34.14
30
2,495
586
1,139
559
2.9375
209,200
INLAND
-117.3
34.15
45
942
166
401
174
3.8594
90,800
INLAND
-120.61
35.12
12
3,430
793
1,840
720
2.9821
162,000
<1H OCEAN
-118.34
33.87
34
1,069
217
601
212
4.6406
255,900
<1H OCEAN
-118.39
34.28
24
4,694
820
3,566
777
4.4818
166,200
<1H OCEAN
-121.52
39.5
33
1,462
241
569
231
3.2833
82,600
INLAND
-122.18
37.77
52
2,744
547
1,479
554
2.2768
96,200
NEAR BAY
-117.81
33.88
19
2,968
503
1,430
459
5.3339
371,700
<1H OCEAN
-116.26
33.72
10
9,404
1,827
3,208
1,283
3.1086
105,800
INLAND
-118.04
33.95
35
1,945
357
1,227
359
5.2162
171,900
<1H OCEAN
-119.74
34.44
27
1,251
282
503
283
2.8
353,000
NEAR OCEAN
-122.03
36.97
51
924
232
488
228
2.1964
234,400
NEAR OCEAN
-118.09
33.99
35
2,787
639
1,923
614
3.5757
177,900
<1H OCEAN
-119.57
37.02
16
4,199
794
2,140
722
3.332
111,800
INLAND
-122.27
38
15
1,216
166
572
178
5.8418
240,300
NEAR BAY
-120.45
34.64
34
2,571
499
1,105
451
3.7778
150,000
NEAR OCEAN
-119.05
35.4
18
1,894
319
846
317
3.8611
126,400
INLAND
-116.97
32.81
19
1,573
471
844
414
2.1422
125,000
<1H OCEAN
-118.42
34.28
35
822
200
1,197
203
3.2865
133,300
<1H OCEAN
-122.43
37.73
52
1,142
224
494
206
5.0602
298,900
NEAR BAY
-118.08
34.55
5
16,181
2,971
8,152
2,651
4.5237
141,800
INLAND
-121.42
38.54
29
1,407
265
556
235
3.0521
108,000
INLAND
-117.1
33.15
5
3,159
685
1,398
581
3.1467
161,100
<1H OCEAN
-118.46
34.07
43
2,511
456
808
407
6.7703
500,001
<1H OCEAN
-121.83
36.61
27
2,248
466
1,644
453
3.2545
131,200
<1H OCEAN
-118
33.67
34
3,712
667
1,521
632
4.8125
387,800
<1H OCEAN
-118.21
33.91
24
1,545
391
1,807
388
2.6429
105,300
<1H OCEAN
-122.31
37.55
27
3,931
933
1,877
851
3.9722
354,100
NEAR OCEAN
-117.2
32.83
35
1,377
350
792
313
2.8472
161,400
NEAR OCEAN
-118.1
33.84
36
1,915
316
850
319
4.7222
225,800
<1H OCEAN
-118.15
34.67
5
12,317
2,953
6,291
2,654
3.5732
146,900
INLAND
-116.96
32.79
35
1,081
266
691
259
2.6324
133,700
<1H OCEAN
-117.05
33.02
18
917
121
388
131
6.3517
260,100
<1H OCEAN
-117.21
32.83
36
1,475
328
806
327
3.5078
166,000
NEAR OCEAN
-118.46
33.97
19
1,658
427
648
378
3.8698
500,001
<1H OCEAN
-120.62
37.36
15
3,455
729
2,014
659
3.2656
83,500
INLAND
-117.05
32.82
16
4,046
731
1,684
701
4.2312
197,000
<1H OCEAN
-121.02
37.65
20
2,973
620
1,996
570
3.0645
106,000
INLAND
-121.92
36.63
36
877
175
349
168
3.4167
339,100
<1H OCEAN
-119.77
36.3
24
2,202
471
1,052
439
2.1038
62,000
INLAND
-117.42
33.95
32
4,251
848
2,494
798
2.8173
110,800
INLAND
-117.58
33.88
16
1,739
478
1,235
420
2.2969
116,100
INLAND
-121.44
36.51
31
1,636
380
1,468
339
3.2219
114,700
<1H OCEAN
-121.35
38.01
15
2,682
599
1,520
601
3.5982
94,400
INLAND
-121.17
38.76
14
2,028
255
781
251
6.5322
394,000
INLAND
-117.65
34.1
30
1,461
341
1,014
345
2.4667
106,000
INLAND
-118.18
34.03
37
2,115
580
2,842
572
2.239
121,300
<1H OCEAN
-122.25
37.83
28
5,022
1,750
2,558
1,661
2.4234
218,500
NEAR BAY
-122.01
37.39
36
1,976
361
1,348
371
5.6447
252,600
<1H OCEAN
-122.47
37.78
52
1,941
436
955
425
4.1339
396,400
NEAR BAY
-122.01
39.21
52
1,989
392
985
396
2.5556
75,800
INLAND
-121.89
37.45
15
2,428
513
1,687
519
4.75
254,400
<1H OCEAN