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
-117.88
33.74
31
1,120
296
1,718
268
2.8077
140,300
<1H OCEAN
-122.47
37.85
19
1,926
593
881
546
2.9145
140,400
NEAR BAY
-117.88
34.12
33
1,485
274
1,006
258
5.1708
158,500
<1H OCEAN
-122.08
37.31
17
2,560
396
959
400
7.8528
368,900
<1H OCEAN
-119.8
36.7
28
1,592
304
962
282
1.3304
51,300
INLAND
-115.58
32.78
5
2,494
414
1,416
421
5.7843
110,100
INLAND
-117.98
33.61
17
2,054
291
836
288
6.8939
383,900
NEAR OCEAN
-117.14
33.39
17
2,889
587
1,931
510
3.8547
208,300
<1H OCEAN
-117.25
33.38
16
3,536
765
2,007
687
3
146,700
<1H OCEAN
-118.31
33.81
30
1,773
356
905
352
4.3056
336,000
<1H OCEAN
-118.24
34.1
42
1,525
456
1,688
432
3.1691
141,300
<1H OCEAN
-119.11
36.29
18
1,666
294
859
301
2.6065
93,800
INLAND
-121.03
37.62
46
2,331
508
1,210
484
2.5313
77,700
INLAND
-120.48
34.66
4
1,897
331
915
336
4.1563
172,600
NEAR OCEAN
-118.18
34.11
44
1,346
398
1,204
344
2.3984
152,200
<1H OCEAN
-120.68
35.26
26
1,704
315
918
310
3.2464
208,000
NEAR OCEAN
-122.29
37.89
52
979
175
374
153
5.1675
270,600
NEAR BAY
-122.26
37.86
52
3,774
744
1,461
679
2.9405
289,500
NEAR BAY
-122.91
39.05
20
1,128
229
621
210
3.2216
93,500
INLAND
-119.88
36.81
30
2,288
474
1,435
425
1.3221
61,200
INLAND
-122.42
37.75
52
801
272
639
259
2.1971
275,000
NEAR BAY
-118.44
34.18
35
972
270
550
256
2.2461
215,000
<1H OCEAN
-118.42
34.15
18
1,880
420
681
333
4.3214
372,300
<1H OCEAN
-118.22
34.19
36
2,443
492
1,115
493
3.9777
409,800
<1H OCEAN
-117.03
32.82
16
1,765
289
743
280
4.9744
209,700
<1H OCEAN
-118.04
34.18
37
3,134
532
1,220
508
5.2865
455,400
INLAND
-118.96
34.18
16
3,137
462
1,384
436
6.1306
258,200
<1H OCEAN
-117.59
33.88
13
3,239
849
2,751
813
2.6111
107,000
INLAND
-118.22
33.94
38
788
224
1,155
208
3.3542
153,800
<1H OCEAN
-118.31
34.19
27
4,713
1,169
2,372
1,077
3.7015
287,900
<1H OCEAN
-121.94
38.35
8
3,157
559
1,758
569
4.412
140,100
INLAND
-123.85
41.32
31
938
238
425
157
1.0486
36,700
<1H OCEAN
-117.48
34.09
32
3,170
630
2,612
580
3.6394
99,200
INLAND
-117.33
34.09
29
1,960
415
1,681
435
2.9292
84,500
INLAND
-122
37.97
27
2,491
428
1,171
431
5.1021
202,800
INLAND
-117.82
34.12
26
3,118
528
1,546
545
5.27
209,400
INLAND
-120.25
37.04
21
1,724
317
1,006
290
3.2868
91,700
INLAND
-122.3
37.89
52
1,248
283
620
275
4.0875
221,300
NEAR BAY
-120.87
37.6
32
4,579
914
2,742
856
2.6619
86,200
INLAND
-118.41
34.21
35
1,789
292
897
267
5.592
239,900
<1H OCEAN
-117.23
33.94
8
2,405
537
1,594
517
3.0789
114,200
INLAND
-117.27
34.13
36
3,337
687
2,388
589
2.9628
87,800
INLAND
-117.13
32.91
16
3,230
579
1,825
576
4.2969
151,200
<1H OCEAN
-117.96
33.8
33
2,362
394
1,185
387
4.425
188,400
<1H OCEAN
-117.91
33.65
17
1,328
377
762
344
2.2222
276,800
<1H OCEAN
-121.81
37.97
8
1,584
236
615
202
6.4753
166,800
INLAND
-122.47
37.74
52
1,538
305
819
319
4.0846
333,600
NEAR BAY
-120.93
38.77
9
2,229
355
788
341
5.5111
196,300
INLAND
-117.6
34.03
16
1,499
232
918
239
5.5677
175,400
INLAND
-117.87
33.79
25
2,546
545
1,543
521
4.192
219,900
<1H OCEAN
-120.42
34.95
52
1,391
287
632
276
1.7431
131,500
<1H OCEAN
-121.29
38.1
14
1,551
297
785
281
3.775
163,300
INLAND
-120.97
37.67
16
1,499
250
1,292
271
4.3851
117,300
INLAND
-118.1
33.85
28
2,825
470
1,352
469
5.2639
242,000
<1H OCEAN
-117.88
33.9
21
3,180
434
1,413
391
6.5945
277,300
<1H OCEAN
-119.65
36.32
11
1,294
314
713
290
1.5433
50,400
INLAND
-116.32
34.1
10
4,256
861
1,403
686
2.6618
81,000
INLAND
-121.9
37.25
20
5,483
1,079
2,892
1,057
4.6845
250,000
<1H OCEAN
-122.03
37.37
16
3,402
1,193
1,479
1,043
3.5861
500,001
<1H OCEAN
-120.65
35.27
15
2,365
538
1,446
490
2.5129
225,900
NEAR OCEAN
-119.63
36.34
26
1,463
261
699
219
3.5536
71,400
INLAND
-117.05
32.69
8
831
158
740
154
5.3908
165,500
NEAR OCEAN
-118.27
33.82
33
1,596
337
1,650
329
4.3687
173,500
<1H OCEAN
-122.33
37.97
19
5,151
1,335
2,548
1,165
3.3125
158,800
NEAR BAY
-118.24
33.99
28
312
89
498
87
2.4107
96,400
<1H OCEAN
-118.12
34.58
13
2,614
650
1,949
537
2.0547
102,600
INLAND
-122.28
37.86
41
2,214
550
1,213
568
2.2845
153,100
NEAR BAY
-118.11
33.9
35
2,604
495
1,465
470
4.4896
184,600
<1H OCEAN
-120.06
36.94
19
901
183
700
190
2.2375
64,300
INLAND
-121.73
36.86
28
827
178
703
144
4.4271
175,700
<1H OCEAN
-118.21
34.02
45
792
203
872
188
2.6875
129,700
<1H OCEAN
-118.04
33.98
25
3,040
831
1,580
735
2.3182
182,100
<1H OCEAN
-117.89
34.09
37
1,055
280
538
206
2.4167
181,300
<1H OCEAN
-119.09
36.35
21
3,146
595
1,580
513
2.7857
92,700
INLAND
-122.42
37.75
52
2,708
762
1,460
741
2.9052
400,000
NEAR BAY
-118.4
34.05
34
2,113
459
859
432
3.6953
500,001
<1H OCEAN
-122.09
37.39
36
1,035
196
475
205
5.5385
359,000
NEAR BAY
-117.64
34.03
10
3,194
579
2,088
549
4.1779
159,100
INLAND
-122.44
37.8
52
2,869
594
500
335
5.0376
500,001
NEAR BAY
-121.47
38.54
36
2,099
510
1,845
483
1.4138
52,500
INLAND
-117.14
32.7
44
658
218
869
212
1.9338
89,400
NEAR OCEAN
-117.42
33.93
32
2,885
595
1,509
590
3.1795
125,600
INLAND
-118.08
34.12
34
2,921
641
1,541
562
3.6827
264,100
<1H OCEAN
-118.35
34.22
30
1,260
222
638
229
4.1302
258,300
<1H OCEAN
-121.81
37.35
28
3,477
671
2,990
648
4.4671
172,600
<1H OCEAN
-118.48
34.23
29
3,354
707
1,752
650
4.5484
239,900
<1H OCEAN
-121.53
38.58
33
4,988
1,169
2,414
1,075
1.9728
76,400
INLAND
-117.95
33.74
25
1,393
243
976
245
5.4485
225,200
<1H OCEAN
-121.27
38.14
33
3,557
894
2,659
894
2.2883
86,900
INLAND
-118.41
34.29
32
1,591
320
1,818
306
4.2969
145,800
<1H OCEAN
-121.23
37.82
14
1,847
325
1,030
309
4.9271
155,300
INLAND
-119.23
35.77
26
2,636
468
1,416
485
4.1917
84,000
INLAND
-118.93
34.36
33
1,775
309
1,071
296
4.6607
187,900
<1H OCEAN
-121.28
38.6
17
1,671
378
848
351
3.1194
112,500
INLAND
-120.08
36.96
36
2,074
349
954
363
3.1136
73,800
INLAND
-118.32
34.2
29
2,209
444
952
403
4.375
341,200
<1H OCEAN
-117.43
34.1
43
1,898
418
971
366
2.4735
89,900
INLAND
-118.09
34.74
34
1,218
285
797
248
2.4348
104,800
INLAND
-122.08
37.64
36
786
133
463
160
3.9338
182,700
NEAR BAY
-121.35
38.59
29
1,285
193
460
206
5.3243
265,700
INLAND