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
-119.66
37.39
10
2,106
410
1,003
397
2.7813
124,100
INLAND
-117.38
33.67
9
13,288
2,728
7,235
2,350
3.375
131,800
<1H OCEAN
-118.93
34.82
24
806
168
323
136
3.5
113,900
INLAND
-118.14
33.79
44
2,388
619
1,461
592
3.1711
215,400
NEAR OCEAN
-118.36
33.94
38
2,169
688
3,036
639
2.3125
148,500
<1H OCEAN
-117.41
33.96
32
2,837
617
1,393
595
2.3798
118,800
INLAND
-122.44
37.71
52
2,711
591
1,848
524
3.9567
251,500
NEAR BAY
-120.94
37.7
25
1,005
159
390
139
4.4
174,100
INLAND
-118.5
34.04
52
3,000
374
1,143
375
15.0001
500,001
<1H OCEAN
-119.76
36.68
29
1,243
312
836
277
1.8355
74,200
INLAND
-122.65
38.24
49
3,273
579
1,431
539
4.275
227,600
<1H OCEAN
-122.12
38
20
6,992
1,404
3,221
1,334
4.2042
166,400
NEAR BAY
-118.52
34.4
5
7,748
1,557
4,768
1,393
5.305
311,200
<1H OCEAN
-119.01
35.34
44
1,730
343
782
278
3.0208
63,700
INLAND
-119.09
35.43
28
254
35
118
37
4.8571
237,500
INLAND
-118.07
33.97
36
1,265
273
1,052
253
4.8929
156,200
<1H OCEAN
-120.43
34.89
30
1,979
342
999
320
5.0286
158,000
<1H OCEAN
-122.07
37.33
13
2,173
349
891
345
8.0158
420,000
<1H OCEAN
-121.59
39.78
18
945
205
385
207
2.1838
58,000
INLAND
-122.79
39.09
20
1,798
395
685
331
1.625
66,800
INLAND
-122
37.06
20
2,403
376
1,149
369
6.0621
304,400
NEAR OCEAN
-121.3
37.96
52
1,475
238
736
260
3.6591
105,100
INLAND
-122.2
39.75
18
2,603
576
1,616
588
2.0192
63,700
INLAND
-117.87
33.92
17
4,575
764
2,054
737
6.0571
272,400
<1H OCEAN
-117.14
32.7
32
1,280
353
1,335
330
1.6023
77,300
NEAR OCEAN
-121.98
37.33
25
3,223
612
1,529
602
5.121
287,600
<1H OCEAN
-122.92
39.05
16
1,548
295
605
250
3.5652
119,000
INLAND
-118.5
34.19
26
2,156
509
1,142
470
4
224,700
<1H OCEAN
-117.95
33.84
19
1,749
406
969
391
3.75
173,400
<1H OCEAN
-122.4
37.73
42
1,413
406
1,027
362
2.3625
233,000
NEAR BAY
-116.98
32.86
19
2,121
341
1,236
353
4.7717
153,200
<1H OCEAN
-124.07
40.87
47
1,765
326
796
333
2.2138
99,200
NEAR OCEAN
-118.44
34.01
43
1,408
246
651
240
4.5795
400,000
<1H OCEAN
-118.45
34.08
52
1,500
176
384
145
7.1576
500,001
<1H OCEAN
-121.04
37.78
32
2,916
528
1,466
473
2.5643
200,000
INLAND
-118.31
33.96
47
1,586
322
1,077
339
4.4861
140,400
<1H OCEAN
-118.39
33.99
32
2,612
418
1,030
402
6.603
369,200
<1H OCEAN
-122.04
37.65
10
8,299
1,326
3,827
1,288
6.2579
315,500
NEAR BAY
-117.01
32.74
31
3,473
null
2,098
677
2.6973
135,200
<1H OCEAN
-121.29
37.96
52
888
324
630
258
1.2411
112,500
INLAND
-117.94
33.83
20
812
192
494
172
3.25
350,000
<1H OCEAN
-118.32
34.12
52
3,410
800
1,218
783
4.15
393,500
<1H OCEAN
-118.39
34.09
27
4,312
1,214
1,634
1,097
3.6207
362,500
<1H OCEAN
-120.84
37.47
11
2,285
499
1,468
471
2.7857
110,300
INLAND
-121.92
37.69
13
3,742
555
1,590
559
7.316
285,400
<1H OCEAN
-119.76
36.71
29
1,745
441
1,530
391
1.5611
44,400
INLAND
-117.09
32.83
15
4,138
636
2,001
677
4.8419
264,000
<1H OCEAN
-118.5
34.03
44
2,146
394
851
355
6.48
500,001
<1H OCEAN
-123.54
39.17
18
2,251
510
1,032
369
2.2946
101,000
<1H OCEAN
-122.16
37.48
36
2,238
479
1,949
457
2.3769
157,300
NEAR BAY
-122.21
37.8
38
2,254
535
951
487
3.0812
233,100
NEAR BAY
-119.05
35.36
16
4,507
1,049
2,261
959
3.3261
118,400
INLAND
-121.48
38.53
37
1,704
361
902
356
1.9837
62,300
INLAND
-117.42
33.89
4
80
10
55
13
7.7197
193,800
INLAND
-117.02
32.8
29
1,232
243
665
247
3.65
168,900
<1H OCEAN
-118.52
34.28
33
1,975
271
801
287
7.8193
379,600
<1H OCEAN
-118.34
34.05
52
2,530
458
1,122
449
3.9167
321,600
<1H OCEAN
-118.44
34.28
46
11
11
24
13
2.875
162,500
<1H OCEAN
-117.66
34.09
23
1,426
313
954
319
3.0357
151,500
INLAND
-116.32
33.28
19
1,791
367
327
185
3.3625
100,000
INLAND
-118.05
34.05
36
1,084
202
920
199
3.7279
162,200
<1H OCEAN
-118.28
33.96
34
2,074
562
1,913
514
1.6156
102,100
<1H OCEAN
-118.42
34.27
33
937
216
1,216
212
3.3214
131,300
<1H OCEAN
-118.2
34.05
40
1,146
323
1,354
321
1.9205
121,900
<1H OCEAN
-117.22
32.86
4
16,289
4,585
7,604
4,176
3.6287
280,800
NEAR OCEAN
-118.43
34.2
28
3,386
null
2,240
737
3.0221
290,100
<1H OCEAN
-119.78
36.78
37
2,185
455
1,143
438
1.9784
70,700
INLAND
-121.59
39.75
20
908
206
481
211
2.2
80,800
INLAND
-118.68
34.33
45
121
25
67
27
2.9821
325,000
<1H OCEAN
-119.69
36.38
25
1,688
302
879
277
3.3214
103,100
INLAND
-120.61
37.35
34
1,900
401
1,009
385
2.2222
75,000
INLAND
-121.22
38.4
14
2,655
441
1,277
422
4.6989
213,800
INLAND
-118
33.97
30
6,540
991
3,124
953
6.0663
372,600
<1H OCEAN
-120.98
38.99
17
3,403
661
1,540
622
3.6354
162,900
INLAND
-118.18
33.87
38
2,664
626
1,627
604
3.7527
161,900
<1H OCEAN
-122.44
37.76
30
5,089
1,210
1,935
1,139
4.6053
386,100
NEAR BAY
-122.16
37.71
36
666
132
366
134
3.4643
175,000
NEAR BAY
-122.02
36.98
35
1,053
263
552
237
2.7125
217,500
NEAR OCEAN
-122.31
40.49
18
4,026
718
1,731
705
3.35
118,400
INLAND
-121.78
37.34
21
1,959
292
891
300
7.375
338,400
<1H OCEAN
-117.9
33.9
18
3,821
576
1,430
568
6.9399
349,600
<1H OCEAN
-118.49
34.01
28
651
252
333
174
1.9722
500,001
<1H OCEAN
-118.5
34.21
35
1,668
332
807
311
4.5125
200,300
<1H OCEAN
-117.66
33.62
16
4,065
661
1,962
636
6.2177
256,600
<1H OCEAN
-118.54
34.17
11
1,080
174
386
160
6.1274
315,900
<1H OCEAN
-118.26
34.24
35
1,666
280
788
273
6.6277
344,400
<1H OCEAN
-122.26
38.03
25
2,239
361
928
353
4.4474
203,700
NEAR BAY
-116.18
33.67
25
2,888
654
2,940
660
2.2141
66,700
INLAND
-118.19
33.96
40
979
296
934
292
2.6354
151,800
<1H OCEAN
-117.09
32.69
20
1,102
205
852
217
3.1833
108,300
NEAR OCEAN
-117.68
35.55
9
3,811
605
1,518
568
5.5551
142,500
INLAND
-121.97
37.28
27
2,427
403
1,301
438
5.0385
277,300
<1H OCEAN
-117.09
32.66
37
1,232
330
1,086
330
1.6389
114,300
NEAR OCEAN
-121.04
37.65
8
1,959
379
995
365
3.3567
129,100
INLAND
-117.15
32.77
16
2,056
631
847
569
2.9576
92,200
NEAR OCEAN
-117.67
33.55
6
3,157
721
1,695
710
3.7609
222,300
<1H OCEAN
-121.33
38
32
4,474
929
2,177
884
3.2889
98,900
INLAND
-116.44
34.12
18
5,584
1,303
2,250
1,158
1.5823
72,400
INLAND
-122.54
37.96
33
2,534
495
996
449
4.3083
500,001
NEAR BAY
-117.98
33.84
35
984
179
661
199
5.0747
189,600
<1H OCEAN