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
-117.87
33.84
23
1,678
369
912
347
4.5
237,300
<1H OCEAN
-118.15
34.15
49
806
199
698
172
2.3654
137,500
<1H OCEAN
-118.33
34.17
48
2,584
483
1,118
459
4.2396
245,100
<1H OCEAN
-122.73
38.43
15
3,265
690
1,629
629
3.7132
167,600
<1H OCEAN
-121.02
37.71
25
207
41
87
43
3.6023
131,300
INLAND
-118.97
35.4
34
1,859
323
854
309
3.1906
76,200
INLAND
-117.98
33.84
33
2,291
439
1,187
405
3.9539
191,100
<1H OCEAN
-118.51
34.28
29
4,239
653
1,890
631
6.3911
301,700
<1H OCEAN
-118.21
33.96
38
2,090
519
1,871
504
2.4688
169,000
<1H OCEAN
-122.08
37.87
24
6,130
1,359
1,750
1,286
2.9167
102,700
NEAR BAY
-118.09
33.96
36
3,271
603
2,593
616
3.3621
169,700
<1H OCEAN
-117.24
33.23
13
3,756
648
1,767
614
4.0776
196,000
<1H OCEAN
-118.28
34.03
25
1,407
550
1,193
472
1.2989
225,000
<1H OCEAN
-122.19
37.76
45
995
238
630
237
1.925
74,100
NEAR BAY
-118.41
34.03
20
4,374
1,311
2,165
1,185
3.6019
463,600
<1H OCEAN
-119.27
35.88
32
1,393
343
1,282
336
1.5069
43,700
INLAND
-121.66
36.37
9
1,580
287
465
208
6.1668
405,800
<1H OCEAN
-122.46
37.72
48
1,690
339
962
317
3.2875
221,500
NEAR OCEAN
-122.07
37.36
28
4,612
608
1,686
567
10.0346
500,001
<1H OCEAN
-118.06
33.8
20
1,379
333
937
304
3.6217
195,300
<1H OCEAN
-118.3
34.1
37
5,305
1,980
3,895
1,874
2.0672
283,300
<1H OCEAN
-117.02
32.69
7
6,055
1,004
3,031
952
4.436
135,000
NEAR OCEAN
-123.8
39.44
52
1,533
336
754
340
1.9213
95,000
<1H OCEAN
-121.7
39.37
32
1,852
373
911
365
1.7885
57,000
INLAND
-118.18
33.78
36
1,697
550
1,379
434
1.2746
129,700
NEAR OCEAN
-117.76
34.08
37
2,263
502
1,677
522
2.9388
139,200
INLAND
-122.41
37.77
52
361
76
168
55
3.2292
275,000
NEAR BAY
-119.75
36.77
32
1,962
399
1,005
392
2.6726
70,400
INLAND
-118.49
34.07
36
2,929
366
1,054
352
13.5728
500,001
<1H OCEAN
-121.72
38
7
7,957
1,314
4,460
1,293
4.9618
156,500
INLAND
-117.71
34.12
20
11,250
1,893
4,952
1,859
5.6785
239,500
INLAND
-120.1
36.21
12
1,462
356
1,708
367
1.5086
64,700
INLAND
-121.11
41.07
26
1,707
308
761
250
2.7188
48,100
INLAND
-122.54
37.88
30
4,382
732
1,775
745
6.7809
414,400
NEAR BAY
-117.15
32.76
36
2,644
674
1,211
654
3.0445
214,800
NEAR OCEAN
-117.34
33.15
19
5,710
1,423
4,163
1,406
3.0306
178,500
NEAR OCEAN
-117.86
33.87
12
1,600
251
685
256
5.1784
254,000
<1H OCEAN
-118.21
33.88
38
929
166
686
183
3.4485
119,400
<1H OCEAN
-119.7
36.94
15
1,449
277
649
265
2.4861
86,300
INLAND
-116.74
33.62
11
2,385
661
682
242
2.9141
214,300
INLAND
-118.29
34.25
8
5,568
1,514
3,565
1,374
3.0795
161,500
<1H OCEAN
-121.89
39.76
15
10,265
1,860
4,591
1,906
3.07
142,600
INLAND
-122.09
37.68
43
1,415
348
569
293
2.5156
190,900
NEAR BAY
-117.05
33.1
13
5,516
746
2,119
662
6.1868
320,200
<1H OCEAN
-118.23
34.09
49
1,638
456
1,500
430
2.6923
150,000
<1H OCEAN
-118.31
34.08
23
1,443
521
1,264
450
2.7543
220,000
<1H OCEAN
-122.24
37.8
52
1,803
420
1,321
401
2.957
122,800
NEAR BAY
-121.86
37.35
46
1,448
330
1,094
331
2.4968
174,100
<1H OCEAN
-117.02
33.81
10
6,317
1,335
2,625
1,094
2.3
108,900
INLAND
-118.09
34.11
45
1,883
275
764
289
6.5078
414,800
<1H OCEAN
-118.31
34.01
52
2,547
475
1,417
444
1.8214
123,200
<1H OCEAN
-118.12
33.92
27
6,336
1,628
4,673
1,505
2.5893
183,700
<1H OCEAN
-117.22
34.11
26
2,972
null
1,972
532
2.0388
80,400
INLAND
-120.72
37.38
22
1,311
319
1,455
340
2.2813
67,300
INLAND
-121.98
37.33
35
1,907
326
912
313
5.9567
294,300
<1H OCEAN
-117.03
32.79
31
2,366
383
1,077
387
4.2992
174,400
<1H OCEAN
-117.13
32.72
43
2,160
504
1,221
452
2.4821
140,600
NEAR OCEAN
-122.44
37.77
52
2,994
736
1,428
700
3.0766
438,900
NEAR BAY
-117.97
33.87
28
1,784
440
1,255
433
3.7054
169,200
<1H OCEAN
-118.42
34.26
36
973
221
1,086
218
3.4519
143,300
<1H OCEAN
-119.24
35.67
32
3,216
750
2,639
709
2.0025
54,700
INLAND
-121.27
37.98
43
2,608
516
1,322
528
2.5714
70,000
INLAND
-118.28
34.04
48
1,521
513
1,772
458
2.2232
162,500
<1H OCEAN
-118.22
33.94
42
1,046
287
1,218
289
2.6538
143,400
<1H OCEAN
-121.97
37.53
26
2,506
387
1,273
406
5.4299
236,400
<1H OCEAN
-118.31
33.96
43
2,118
569
1,266
500
1.747
121,000
<1H OCEAN
-122.02
37.4
33
2,015
484
1,285
419
4.0655
226,800
<1H OCEAN
-122.29
37.86
52
1,665
404
815
372
1.9946
156,900
NEAR BAY
-121.83
37.29
20
1,649
408
1,729
362
3.3833
115,200
<1H OCEAN
-122.07
37.63
27
2,784
723
2,028
693
2.4808
157,600
NEAR BAY
-118.46
34
52
888
206
376
194
3.875
372,000
<1H OCEAN
-121.44
38.63
38
1,402
370
970
382
1.6343
71,000
INLAND
-121.33
38.02
33
2,854
489
1,109
452
4.3008
136,400
INLAND
-119.36
36.33
11
3,221
617
1,351
565
2.9844
132,000
INLAND
-119.77
36.81
25
1,565
271
661
275
3.4279
84,700
INLAND
-121.82
37.25
24
3,344
531
1,768
541
5.8305
245,600
<1H OCEAN
-120.4
38.06
12
1,430
310
517
240
2.6544
128,100
INLAND
-118.31
34.07
28
2,362
949
2,759
894
2.2364
305,600
<1H OCEAN
-122.48
37.75
48
2,555
548
1,285
482
3.7734
314,700
NEAR BAY
-116.89
32.85
16
1,743
333
652
322
2.8906
158,300
<1H OCEAN
-116.16
33.68
12
1,230
277
1,334
260
2.2679
61,400
INLAND
-118.14
33.76
50
914
167
322
165
4.7361
418,800
NEAR OCEAN
-117.32
34.07
26
971
245
592
207
2.1125
84,000
INLAND
-122.49
37.67
35
5,275
903
2,892
842
4.6771
266,400
NEAR OCEAN
-122.06
37.39
26
18
4
8
4
3.75
375,000
NEAR BAY
-117.96
33.81
35
1,153
192
884
208
5.2384
177,400
<1H OCEAN
-121.52
38.57
43
2,360
471
1,041
452
2.89
86,200
INLAND
-118.26
33.9
22
894
232
754
222
2.0096
110,700
<1H OCEAN
-122.41
37.75
52
2,164
606
2,034
513
2.0325
178,100
NEAR BAY
-121.96
37
20
3,847
727
1,725
737
3.3447
305,200
NEAR OCEAN
-118.07
34.01
38
2,245
444
1,540
419
3.7986
171,000
<1H OCEAN
-117.24
32.74
44
1,686
285
712
298
4.0268
298,600
NEAR OCEAN
-117.93
33.67
27
3,512
472
1,391
481
8.1001
336,500
<1H OCEAN
-121.89
36.89
18
2,774
492
1,283
353
5.368
352,000
NEAR OCEAN
-117.96
33.67
16
5,143
652
2,209
637
7.0173
382,100
<1H OCEAN
-117.07
32.57
17
2,961
634
1,911
615
2.5859
131,400
NEAR OCEAN
-122
37.96
32
3,364
666
1,980
678
3.7
179,000
INLAND
-120.37
38.23
13
4,401
829
924
383
2.6942
123,500
INLAND
-118.3
33.93
36
2,196
633
2,017
583
1.3962
124,300
<1H OCEAN
-115.39
32.76
16
1,136
196
481
185
6.2558
146,300
INLAND