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
-118.18
33.74
30
5,915
1,750
2,136
1,503
4.0968
310,000
NEAR OCEAN
-120.45
34.95
7
1,479
532
1,057
459
2.2538
162,500
<1H OCEAN
-118.03
33.9
35
1,434
279
744
252
3.7308
202,400
<1H OCEAN
-117.29
34.14
48
1,717
307
610
267
3.125
97,600
INLAND
-118.21
33.82
33
1,278
311
1,157
320
3.5054
146,800
NEAR OCEAN
-117.15
33.2
16
2,690
459
1,253
393
4.0328
294,600
<1H OCEAN
-117.76
34.12
16
9,020
1,509
3,575
1,486
4.2415
275,700
INLAND
-117.76
33.53
28
3,085
499
1,176
480
7.9794
426,100
<1H OCEAN
-120.66
35.49
17
4,422
945
2,307
885
2.8285
171,300
<1H OCEAN
-121.58
39.76
19
2,487
485
1,110
453
3.1061
110,200
INLAND
-118.35
33.91
34
2,055
448
1,134
408
3.825
235,400
<1H OCEAN
-117.95
33.88
34
1,939
355
817
314
3.6705
275,000
<1H OCEAN
-121.21
38.66
15
6,940
1,019
2,829
990
5.4889
232,300
INLAND
-121.37
38.61
39
823
146
329
144
3.0833
114,100
INLAND
-117.49
34.04
4
6,034
1,170
3,527
1,098
4.1775
143,700
INLAND
-117.92
33.8
17
1,317
256
679
272
4.6696
159,500
<1H OCEAN
-122.2
37.9
36
2,107
287
740
280
10.3416
500,001
NEAR BAY
-118.61
34.2
29
1,673
284
794
270
5.5191
245,800
<1H OCEAN
-121.67
39.18
26
2,121
375
1,125
366
3.3958
94,600
INLAND
-117.95
33.81
33
1,724
291
943
285
5.118
195,200
<1H OCEAN
-122.34
37.52
34
3,559
560
1,747
550
6.6959
411,200
NEAR OCEAN
-117.32
33.17
18
2,143
299
828
283
4.2383
239,000
NEAR OCEAN
-123.91
41.68
22
1,880
360
743
314
2.9688
152,700
<1H OCEAN
-118.29
34.18
10
4,292
1,075
2,719
987
3.6974
286,600
<1H OCEAN
-117.93
33.85
27
1,962
544
1,492
481
1.9621
118,100
<1H OCEAN
-122.34
37.96
33
1,817
441
1,220
389
2.5382
103,600
NEAR BAY
-122.16
38.02
40
1,800
290
761
277
5.1265
196,100
NEAR BAY
-117.39
33.95
36
1,380
269
598
262
3.1667
122,900
INLAND
-122.39
37.76
52
2,316
468
1,047
476
4.5057
321,600
NEAR BAY
-122.35
40.56
12
3,900
863
2,145
864
1.9881
85,200
INLAND
-121.89
37.3
47
1,604
284
639
278
5.8415
283,300
<1H OCEAN
-121.88
38
22
721
117
367
129
5.3098
151,900
INLAND
-118.2
34.21
40
1,477
228
609
224
7.8375
500,001
<1H OCEAN
-118.15
33.96
33
1,471
451
2,272
482
2.5385
160,900
<1H OCEAN
-121.78
37.34
11
3,195
410
1,774
418
7.0671
378,200
<1H OCEAN
-121.89
37.67
20
2,948
471
1,181
474
6.0604
247,900
INLAND
-121.56
37.08
17
6,725
1,051
3,439
1,027
6.4313
393,100
<1H OCEAN
-117.87
33.91
16
2,434
455
1,017
476
4.2188
176,300
<1H OCEAN
-117.34
33.96
15
6,437
1,298
2,805
1,205
4.1883
184,500
INLAND
-117.06
32.67
29
4,047
754
2,353
730
4.0505
125,000
NEAR OCEAN
-115.37
32.81
23
1,458
294
866
275
2.3594
74,300
INLAND
-121.78
38.01
19
2,688
469
1,216
422
4.4491
133,900
INLAND
-116.38
33.74
7
17,579
3,479
3,581
1,820
4.084
194,500
INLAND
-122.1
37.39
36
1,860
367
794
366
5.0871
354,500
NEAR BAY
-118.2
33.97
43
825
212
820
184
1.8897
174,300
<1H OCEAN
-117.02
33.6
7
1,972
352
964
317
3.244
337,200
INLAND
-122.11
37.4
16
1,994
489
1,173
472
4.1875
266,400
NEAR BAY
-122.43
37.78
2
1,205
468
577
363
3.6437
275,000
NEAR BAY
-118.34
33.93
36
1,528
486
1,824
470
2.2679
153,900
<1H OCEAN
-117.57
34.02
5
6,933
1,311
3,845
1,285
4.6727
158,900
INLAND
-117.18
34.07
7
1,347
301
799
276
2.9485
112,500
INLAND
-117.89
33.87
32
1,133
216
693
228
3.3594
202,100
<1H OCEAN
-122.91
39.17
44
202
42
142
39
4.35
68,300
INLAND
-121.46
38.51
18
2,123
606
1,576
599
1.5735
110,000
INLAND
-122.08
37.95
33
1,043
157
425
148
4.8702
235,600
NEAR BAY
-118.08
33.76
26
996
364
366
313
1.2813
46,700
<1H OCEAN
-121.1
39
16
1,106
195
505
187
5.0126
192,300
INLAND
-118.52
34.19
37
1,560
275
763
284
3.8516
206,900
<1H OCEAN
-117.97
33.99
23
3,335
570
1,560
555
5.7268
300,300
<1H OCEAN
-118.1
33.91
35
1,592
335
1,238
320
4.9732
165,000
<1H OCEAN
-118.16
34.01
37
690
261
952
255
1.6354
158,900
<1H OCEAN
-122.28
37.96
35
1,579
243
734
264
5.5
201,000
NEAR BAY
-119.81
36.81
33
3,972
594
1,324
561
5.4513
143,300
INLAND
-118.29
34.09
35
2,198
998
3,441
912
2.0467
158,300
<1H OCEAN
-117.2
34.24
22
8,106
1,665
1,062
423
3.0434
137,200
INLAND
-117.23
32.85
25
4,229
601
1,634
574
6.3955
316,700
NEAR OCEAN
-122.64
37.96
29
377
58
151
67
9.5551
500,001
NEAR OCEAN
-117.89
33.61
41
1,790
361
540
284
6.0247
500,001
<1H OCEAN
-117.91
33.84
35
1,244
324
1,603
322
2.9583
175,400
<1H OCEAN
-118.51
34.21
36
2,396
421
1,064
398
4.7
223,600
<1H OCEAN
-118.15
33.85
36
1,491
259
699
266
4.0781
217,300
<1H OCEAN
-117.19
32.69
35
2,921
438
1,042
415
6.3612
482,700
NEAR OCEAN
-122.2
37.81
45
2,964
436
1,067
426
6.7851
323,500
NEAR BAY
-118.17
33.87
48
2,258
509
1,395
492
3.765
164,800
<1H OCEAN
-118.51
34.11
29
9,013
1,117
2,919
1,061
13.947
500,001
<1H OCEAN
-118.26
33.97
46
1,521
352
1,100
334
1.55
100,600
<1H OCEAN
-117.86
34.14
33
2,344
363
1,098
359
6.2089
283,400
INLAND
-117.92
33.91
27
2,558
310
891
316
9.5561
411,800
<1H OCEAN
-116.93
32.83
19
3,038
529
1,463
509
3.944
172,500
<1H OCEAN
-119.78
36.86
8
3,468
675
1,604
626
4.2071
128,300
INLAND
-115.59
32.69
30
935
177
649
148
2.5769
94,400
INLAND
-117.32
33.01
29
3,584
712
1,619
667
4.125
394,400
NEAR OCEAN
-122.24
37.55
3
6,164
1,175
2,198
975
6.7413
435,900
NEAR BAY
-119.19
34.21
34
3,413
693
2,223
651
3.8239
208,200
NEAR OCEAN
-119.28
36.54
33
1,470
330
1,222
301
1.8163
57,400
INLAND
-120.65
40.42
39
3,240
652
1,467
621
2.1875
64,300
INLAND
-117.25
34.16
37
1,709
278
744
274
3.7188
116,600
INLAND
-121.3
38.05
52
122
26
62
25
1.15
112,500
INLAND
-117.89
33.92
17
2,936
555
1,381
535
5.4617
190,300
<1H OCEAN
-118.17
34.02
42
946
272
1,191
261
2.45
132,000
<1H OCEAN
-117.8
33.69
13
1,161
289
630
296
3.3438
333,300
<1H OCEAN
-122.42
37.76
46
2,150
817
2,075
807
1.3824
212,500
NEAR BAY
-117.99
33.71
18
1,994
578
3,031
577
2.7614
237,500
<1H OCEAN
-122.39
37.57
35
520
83
185
76
6.4865
450,000
NEAR OCEAN
-122.46
37.72
52
2,951
406
1,115
397
6.7228
405,200
NEAR OCEAN
-117.04
32.58
20
2,029
357
1,497
353
4.0089
132,100
NEAR OCEAN
-116.05
34.12
19
301
65
150
56
3.125
65,600
INLAND
-117.01
32.73
22
2,526
530
1,556
529
2.8646
120,800
NEAR OCEAN
-118.17
34.04
45
911
238
1,005
229
2.8167
114,000
<1H OCEAN
-121.94
37.28
27
2,859
464
1,144
430
5.0822
327,500
<1H OCEAN