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
-119.25
36.32
32
1,821
345
812
299
2.75
72,200
INLAND
-121.94
39.45
39
844
161
535
165
1.832
70,500
INLAND
-121.96
37.41
17
3,208
617
2,286
602
5.2937
238,000
<1H OCEAN
-122.46
37.75
26
2,192
438
954
456
4.5352
374,200
NEAR BAY
-117.79
33.71
16
3,114
463
1,641
469
6.2162
283,200
<1H OCEAN
-119.18
34.21
29
4,039
680
1,677
644
4.3897
257,600
NEAR OCEAN
-121.47
36.92
27
2,049
417
1,230
336
4.6477
265,900
INLAND
-119.71
36.74
18
8,099
1,670
4,476
1,514
2.4728
88,300
INLAND
-117.97
33.72
24
2,991
500
1,437
453
5.4286
273,400
<1H OCEAN
-119.85
36.77
27
1,510
344
847
295
2.9315
83,200
INLAND
-118.15
33.91
35
574
116
610
147
3.3182
133,300
<1H OCEAN
-122.44
37.77
52
2,002
520
939
501
3.2239
488,900
NEAR BAY
-120.02
37.57
17
2,116
425
909
319
2.7188
113,100
INLAND
-118.3
34.03
40
1,695
374
1,138
357
2.7125
150,000
<1H OCEAN
-122.38
37.34
33
1,054
209
400
161
7.7773
456,300
NEAR OCEAN
-117.47
33.95
15
6,248
1,249
3,795
1,128
4.1264
124,600
INLAND
-118.26
34.06
40
637
273
1,150
263
1.8625
131,300
<1H OCEAN
-122.88
39.14
20
1,125
231
521
196
2.2188
106,300
INLAND
-120.18
34.75
17
2,074
382
1,035
359
3.7958
400,000
<1H OCEAN
-120.45
34.66
7
3,329
504
1,462
452
4.7875
198,300
NEAR OCEAN
-119.75
36.8
30
3,308
662
1,894
648
2.197
74,500
INLAND
-117.94
33.85
37
588
121
436
104
4.275
186,200
<1H OCEAN
-118.4
34.21
30
2,453
544
1,753
506
2.9803
191,500
<1H OCEAN
-117.25
33.7
10
5,156
941
2,294
747
3.58
113,400
<1H OCEAN
-121.92
37.45
10
3,937
1,054
2,032
1,002
3.2617
252,200
<1H OCEAN
-122.68
38.76
29
994
226
302
117
2.3125
67,900
INLAND
-117.57
33.87
33
2,076
517
1,374
480
2.2197
138,200
INLAND
-121.62
39.77
23
1,759
366
788
359
1.8125
93,500
INLAND
-121.81
37.29
15
5,957
1,037
3,838
997
6.2907
253,100
<1H OCEAN
-117.19
32.77
30
2,747
640
3,185
657
3.765
238,000
NEAR OCEAN
-121.26
37.96
43
940
208
690
181
2.3056
62,300
INLAND
-122.48
37.68
31
3,506
653
2,296
645
5.5647
268,700
NEAR OCEAN
-122.87
38.68
32
4,073
718
2,053
629
3.7352
228,000
<1H OCEAN
-117.19
32.84
30
2,492
406
1,250
431
5.5277
197,100
NEAR OCEAN
-118.07
34.09
35
1,224
267
887
276
4.0987
202,400
<1H OCEAN
-121.34
38.63
13
3,033
540
1,363
519
4.0036
161,700
INLAND
-121.99
38.26
18
921
126
368
120
6.0842
261,100
INLAND
-119.31
34.38
23
282
69
130
57
2.4375
225,000
NEAR OCEAN
-122.47
37.78
52
3,021
569
1,479
514
4.0208
414,600
NEAR BAY
-118.18
33.92
29
749
185
708
196
2.4583
136,900
<1H OCEAN
-118.2
33.92
39
1,050
217
895
207
3.1538
155,600
<1H OCEAN
-119.91
34.4
24
2,001
365
1,170
330
6.0992
268,800
NEAR OCEAN
-117.96
33.8
35
1,493
267
811
272
5.244
218,000
<1H OCEAN
-119.8
36.72
15
1,908
417
1,383
375
1.0472
57,800
INLAND
-120.66
35.28
31
2,773
844
1,358
794
1.4036
209,600
NEAR OCEAN
-118.35
34.09
35
2,705
785
1,526
793
3.0349
266,700
<1H OCEAN
-121.25
37.95
46
2,001
428
1,384
401
1.9402
62,200
INLAND
-119.75
36.74
39
1,740
351
1,098
347
1.8958
51,300
INLAND
-121.06
36.72
23
395
70
166
52
2.2132
100,000
INLAND
-118.08
33.91
30
1,366
460
920
410
0.9946
159,900
<1H OCEAN
-116.94
34.4
20
6,541
1,401
2,631
980
2.1339
78,500
INLAND
-119.05
35.3
9
10,822
1,994
6,241
1,906
4.0631
88,200
INLAND
-121.9
37.16
43
1,529
311
570
250
5.2366
293,300
<1H OCEAN
-117.44
33.99
12
9,966
1,517
5,008
1,492
4.5625
171,300
INLAND
-121.96
37.28
33
1,940
327
877
314
5.4386
280,400
<1H OCEAN
-119.81
36.79
35
2,314
443
954
457
2.9506
73,800
INLAND
-120.88
38.16
8
2,029
387
1,000
364
4.0109
125,900
INLAND
-118.24
33.94
34
796
180
673
144
2.0769
88,300
<1H OCEAN
-121.35
38.09
32
1,706
292
923
284
5.5057
147,200
INLAND
-121.99
37.27
27
2,937
497
1,454
511
5.4051
273,500
<1H OCEAN
-120.83
37.76
21
435
96
219
83
2.9125
112,500
INLAND
-120.98
37.64
40
1,791
359
679
322
2.1458
130,300
INLAND
-122.45
37.77
52
2,296
509
1,039
472
4.1417
500,000
NEAR BAY
-118.31
34.04
33
2,691
726
2,390
681
2.4048
208,300
<1H OCEAN
-118.39
34.16
37
1,388
286
547
258
5.1584
444,700
<1H OCEAN
-118.86
34.21
26
3,354
659
2,020
648
4.1576
211,800
<1H OCEAN
-118.13
34.14
23
5,465
1,494
2,511
1,359
3.4531
210,900
<1H OCEAN
-117.51
33.89
16
5,418
1,005
2,690
1,088
4.0556
158,000
INLAND
-118.37
34.03
39
213
44
138
52
2.125
196,400
<1H OCEAN
-121.27
38.69
16
3,389
597
1,674
568
4.4489
145,600
INLAND
-121.03
39.26
49
3,739
759
1,422
606
2.4283
143,100
INLAND
-119.71
34.43
47
1,572
417
790
384
2.6429
279,200
<1H OCEAN
-117.5
34.66
20
1,319
309
486
196
2.0184
84,900
INLAND
-122.48
37.76
52
2,684
574
1,395
549
3.9097
323,800
NEAR BAY
-124.19
40.73
21
5,694
1,056
2,907
972
3.5363
90,100
NEAR OCEAN
-117.22
32.84
19
2,691
347
1,154
366
8.051
363,600
NEAR OCEAN
-120.9
37.64
26
1,762
418
855
308
1.6767
81,300
INLAND
-117
32.76
31
2,545
373
956
342
4.3977
226,800
<1H OCEAN
-118.07
33.79
34
2,473
383
967
353
5.8283
362,400
<1H OCEAN
-118.32
34
50
2,189
460
1,097
469
2.4583
120,900
<1H OCEAN
-118.16
33.77
30
4,439
1,105
1,749
1,011
3.8984
306,300
NEAR OCEAN
-122.31
38.34
19
4,187
684
1,827
605
4.5293
210,400
NEAR BAY
-117.3
32.96
30
1,226
205
380
151
4.2875
500,001
NEAR OCEAN
-117.94
34.04
36
1,431
354
1,367
334
3.5592
160,200
<1H OCEAN
-117.94
33.81
26
1,589
259
735
315
4.5714
243,200
<1H OCEAN
-120.63
37.41
27
2,083
444
1,462
479
2.6439
69,100
INLAND
-118.24
33.97
38
1,657
467
2,033
443
2.1429
118,500
<1H OCEAN
-119.32
36.32
29
2,409
436
1,142
440
3.6895
87,700
INLAND
-117.09
32.75
20
1,701
503
1,482
465
1.6789
95,500
NEAR OCEAN
-117.31
32.82
42
2,785
389
833
333
11.3074
500,001
NEAR OCEAN
-122.27
37.86
52
834
186
494
175
3.15
206,300
NEAR BAY
-117.16
32.74
21
1,882
486
903
482
3.06
243,800
NEAR OCEAN
-117.91
33.65
19
1,589
421
1,118
394
4.1029
213,400
<1H OCEAN
-121.94
37.34
41
2,151
473
1,092
469
3.7321
250,000
<1H OCEAN
-119.84
36.83
17
3,012
408
987
362
7.4201
229,700
INLAND
-122.06
37.38
20
4,293
1,272
2,389
1,210
4.2719
270,800
NEAR BAY
-117.04
32.75
36
2,297
418
1,070
392
3.5192
144,000
NEAR OCEAN
-122.97
38.5
44
3,234
746
1,112
470
1.9265
132,700
<1H OCEAN
-118.62
34.21
26
3,234
517
1,597
513
6.1074
258,600
<1H OCEAN
-117.88
34.14
23
2,308
322
1,001
317
7.5112
355,500
INLAND