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
-116.94
32.85
31
1,293
232
599
228
4.7578
161,000
<1H OCEAN
-118.11
33.83
36
1,462
233
664
220
5.1171
225,300
<1H OCEAN
-117.41
34.1
29
1,362
251
776
253
3.1287
102,000
INLAND
-117.99
33.86
36
1,138
228
725
219
3.4167
187,200
<1H OCEAN
-116.99
32.72
13
1,330
216
719
215
3.8295
149,600
<1H OCEAN
-121.23
36.33
23
2,095
536
1,858
457
3.0543
92,400
<1H OCEAN
-118.12
34.17
52
2,166
483
1,308
467
3.0417
222,600
INLAND
-118.37
33.87
19
757
148
361
141
6.02
304,200
<1H OCEAN
-118.13
34.09
42
2,562
781
1,936
687
2.2214
219,000
<1H OCEAN
-122.36
37.94
45
907
188
479
161
3.0862
79,000
NEAR BAY
-117.63
34.1
15
4,799
1,209
2,554
1,057
2.6582
122,800
INLAND
-118
33.89
35
1,011
183
578
171
3.9861
188,700
<1H OCEAN
-118.15
34.17
46
2,553
558
1,740
492
2.0278
127,500
<1H OCEAN
-118.33
33.96
42
1,686
361
737
319
2.3
189,200
<1H OCEAN
-119.06
36.08
19
2,554
443
1,301
419
4.1856
72,100
INLAND
-118.02
34.57
4
10,655
1,706
5,391
1,529
5.083
151,300
INLAND
-117.08
32.75
15
1,821
516
1,385
439
2.5101
95,300
NEAR OCEAN
-122.03
37.86
25
3,004
393
1,145
376
7.2655
494,000
NEAR BAY
-121.52
39.51
30
3,085
610
1,688
575
2.334
72,200
INLAND
-118.57
34.22
17
3,262
753
1,879
708
4.1359
255,200
<1H OCEAN
-116.33
34.15
13
1,808
411
735
320
1.5489
57,400
INLAND
-117.4
34.09
5
6,190
993
3,615
963
4.4034
133,200
INLAND
-117.83
33.83
23
2,775
547
1,226
510
3.6707
231,400
<1H OCEAN
-116.84
33.01
5
5,673
855
2,592
797
5.4155
199,200
<1H OCEAN
-118.36
33.95
26
3,231
1,089
3,193
1,020
2.6535
177,200
<1H OCEAN
-121.34
38.69
17
1,968
364
996
331
3.7031
114,300
INLAND
-122.47
37.78
51
1,485
386
880
385
2.7431
307,100
NEAR BAY
-122.29
37.97
20
3,426
632
1,512
580
4.4911
227,400
NEAR BAY
-118.34
33.98
40
2,108
526
1,922
544
3.163
137,800
<1H OCEAN
-121.96
37.25
19
1,858
359
790
347
4.5156
339,300
<1H OCEAN
-117.82
33.85
21
2,603
404
1,350
390
6.057
235,900
<1H OCEAN
-118.04
34.13
22
3,359
643
1,227
588
4.645
276,200
INLAND
-117.05
33.03
16
87
20
32
21
4.3571
144,600
<1H OCEAN
-121.47
38.68
19
946
182
474
173
5.0155
97,300
INLAND
-116.81
33.9
17
2,009
469
820
381
1.3286
81,800
INLAND
-122.41
37.75
9
1,282
334
1,176
305
2.6538
206,300
NEAR BAY
-117.69
33.48
25
3,240
481
1,462
497
6.1815
288,500
<1H OCEAN
-120.41
34.86
15
978
187
407
182
4.375
158,000
<1H OCEAN
-118.26
33.78
27
1,672
491
1,723
462
2.0458
174,500
NEAR OCEAN
-118.42
34.21
29
2,893
543
1,636
540
5.1586
237,400
<1H OCEAN
-118.31
33.72
26
2,711
508
1,372
459
4.1451
326,700
NEAR OCEAN
-117.25
33.08
14
7,208
1,012
3,097
1,014
6.617
285,200
NEAR OCEAN
-118.52
34.22
35
1,620
272
1,052
248
5.5209
203,300
<1H OCEAN
-118.26
34.02
37
1,551
501
2,173
474
2.1667
117,700
<1H OCEAN
-121.3
38.69
21
6,575
1,105
3,358
1,098
4.0739
115,400
INLAND
-117.91
33.63
30
2,071
412
1,081
412
4.9125
335,700
<1H OCEAN
-122.66
38.42
14
5,315
1,037
2,228
950
4.023
208,400
<1H OCEAN
-116.48
33.96
11
1,381
300
644
248
2.3382
89,400
INLAND
-120.54
40.29
17
3,391
623
1,529
571
3.4028
91,000
INLAND
-117.99
33.89
21
5,195
1,020
2,539
988
4.5033
160,500
<1H OCEAN
-118.08
33.77
26
2,461
562
971
544
2.1944
87,500
<1H OCEAN
-122.21
37.81
52
1,389
212
510
224
5.2402
296,400
NEAR BAY
-122.34
37.95
38
1,340
298
766
241
3.2833
111,700
NEAR BAY
-118.36
33.83
35
2,828
487
1,439
490
5.6013
350,200
<1H OCEAN
-117.92
33.65
25
1,679
470
1,314
473
4.1026
211,500
<1H OCEAN
-121.83
37.36
29
4,045
885
3,036
845
3.1982
171,700
<1H OCEAN
-122.2
37.82
37
1,229
181
420
176
7.0175
366,700
NEAR BAY
-122.51
37.58
20
64
21
59
21
2.2375
450,000
NEAR OCEAN
-121.06
38.91
18
6,501
1,416
2,954
1,373
2.5373
143,000
INLAND
-121.45
38.55
19
3,374
808
1,412
753
1.4889
77,600
INLAND
-117.21
32.8
19
786
282
525
229
1.7273
137,500
NEAR OCEAN
-122.08
37.08
35
1,541
297
791
277
4.425
204,800
NEAR OCEAN
-118.13
33.83
45
3,087
574
1,474
567
5.5196
227,600
<1H OCEAN
-117.44
33.96
29
124
22
50
18
12.5381
112,500
INLAND
-118.98
35.39
32
2,620
682
2,375
684
1.2618
46,900
INLAND
-117.28
34.11
39
1,573
418
1,258
359
1.4896
69,500
INLAND
-121.83
37.2
6
3,694
574
1,554
527
6.8333
348,000
<1H OCEAN
-117.76
33.87
16
3,973
595
1,971
575
6.4265
263,700
<1H OCEAN
-118.28
33.75
21
2,442
719
1,916
646
1.2276
208,300
NEAR OCEAN
-122.49
37.63
31
1,256
328
785
297
3.2446
234,600
NEAR OCEAN
-120.6
34.91
44
711
140
384
116
2.1094
73,800
NEAR OCEAN
-117.46
33.94
35
1,566
294
1,056
279
3.5227
105,400
INLAND
-117.53
34.02
19
256
34
101
28
5.3269
375,000
INLAND
-117.21
32.86
26
1,352
202
654
217
5.3693
260,700
NEAR OCEAN
-121.47
38.54
47
2,085
464
1,346
402
1.2679
56,700
INLAND
-118.43
34.22
36
1,372
295
774
306
3.6618
187,300
<1H OCEAN
-121.86
36.63
37
338
109
231
100
2.5313
108,300
<1H OCEAN
-121.02
37.66
28
1,437
400
806
338
1.6078
125,000
INLAND
-118.2
34.12
52
1,580
426
1,462
406
3.3326
167,600
<1H OCEAN
-118.32
34.19
37
1,519
331
613
315
3.0179
272,500
<1H OCEAN
-120.99
39.13
14
770
116
285
116
3.6434
155,400
INLAND
-117.7
33.57
9
1,204
355
469
293
3.6196
119,900
<1H OCEAN
-120.43
34.97
28
1,433
270
1,001
278
4.0125
130,100
<1H OCEAN
-118.32
34
50
3,250
693
2,300
675
1.95
112,600
<1H OCEAN
-118.4
34.15
31
3,881
909
1,535
846
3.0398
369,100
<1H OCEAN
-116.95
32.76
13
5,543
857
2,074
737
4.9528
266,200
<1H OCEAN
-117.93
33.65
34
2,141
425
1,559
429
4.2036
220,100
<1H OCEAN
-118.04
34.1
39
2,302
412
1,590
406
4.8017
273,800
INLAND
-119.02
35.41
41
2,221
516
1,106
473
1.97
51,900
INLAND
-117.78
33.71
16
2,207
291
1,081
308
7.3518
331,200
<1H OCEAN
-118.62
34.26
15
10,860
1,653
4,178
1,581
6.3249
262,100
<1H OCEAN
-122.03
37.32
15
5,132
1,059
2,156
982
5.6511
404,800
<1H OCEAN
-121.87
37.23
19
7,357
963
3,018
981
6.9473
361,400
<1H OCEAN
-117.22
34.48
7
2,449
447
1,217
408
3.6646
109,900
INLAND
-118.22
33.96
35
1,437
474
2,113
484
2.6179
158,800
<1H OCEAN
-121.23
40.01
38
725
190
219
115
1.625
75,000
INLAND
-121.91
37.27
30
4,412
862
2,168
772
5.0062
232,000
<1H OCEAN
-120.43
34.69
33
2,054
373
1,067
358
3.6023
128,300
NEAR OCEAN
-121.73
36.9
23
2,392
721
3,074
718
2.5195
136,900
<1H OCEAN
-117.96
33.78
26
2,136
557
1,528
537
2.4931
236,100
<1H OCEAN