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
-118.28
33.75
41
1,305
381
1,384
369
2.45
186,800
NEAR OCEAN
-117.22
32.81
21
1,703
335
902
369
3.7813
362,500
NEAR OCEAN
-117.77
33.55
28
2,024
297
617
274
6.7861
499,100
<1H OCEAN
-120.53
39.79
18
1,234
266
543
201
2.5156
71,900
INLAND
-118.35
34.03
35
1,438
333
794
306
1.975
138,100
<1H OCEAN
-122.29
37.86
50
2,485
607
1,354
563
1.9483
150,500
NEAR BAY
-121.29
38.03
7
2,021
441
1,615
406
2.5842
111,300
INLAND
-122.42
37.8
52
2,852
581
838
510
8.0755
500,001
NEAR BAY
-117.1
32.57
26
2,343
371
1,221
372
4.3601
144,900
NEAR OCEAN
-118.52
34.44
26
934
148
519
162
5.3209
185,000
<1H OCEAN
-118.43
34.32
34
2,657
515
1,948
532
4.233
157,400
<1H OCEAN
-118.2
33.97
30
1,911
562
2,055
534
2.3917
154,600
<1H OCEAN
-120.44
34.87
13
2,312
352
1,084
388
5.038
194,000
<1H OCEAN
-115.49
32.67
25
2,322
573
2,185
602
1.375
70,100
INLAND
-118.44
34.06
9
5,102
1,695
2,609
1,450
3.2545
500,001
<1H OCEAN
-117.61
33.41
35
2,556
404
946
399
6.1557
402,900
NEAR OCEAN
-119.02
35.39
30
227
75
169
101
1.3527
60,000
INLAND
-118.14
33.87
44
1,661
315
985
319
4.3942
219,500
<1H OCEAN
-117.97
33.75
26
3,361
722
2,709
648
3.9107
190,700
<1H OCEAN
-118.96
35.38
41
2,417
435
973
406
3.0568
85,600
INLAND
-116.52
32.9
18
4,454
852
1,754
656
4.57
189,900
INLAND
-118.34
34.06
52
2,069
417
826
377
3.5481
396,000
<1H OCEAN
-117.14
33.16
16
1,660
null
733
214
5.6874
202,700
<1H OCEAN
-122.43
37.72
52
2,206
478
1,583
456
3.7105
250,500
NEAR BAY
-122.46
37.7
42
876
216
713
203
3.84
235,900
NEAR OCEAN
-122.24
38.11
52
2,111
310
772
323
4.775
148,200
NEAR BAY
-121.31
37.94
41
375
108
323
98
1.9531
45,000
INLAND
-122.03
37.54
6
2,918
672
1,911
639
4.1406
178,200
NEAR BAY
-120.7
35.55
10
3,979
761
1,834
671
3.5
172,100
<1H OCEAN
-121.32
38.66
26
1,149
193
500
194
5.078
163,400
INLAND
-118.27
33.92
34
1,178
260
1,166
244
1.9185
93,300
<1H OCEAN
-119.96
38.94
27
1,492
393
717
254
1.8906
104,200
INLAND
-117.99
33.72
26
1,787
275
801
270
5.5514
255,700
<1H OCEAN
-122.26
37.52
34
483
131
291
157
3.0833
256,300
NEAR OCEAN
-118.54
34.28
10
7,665
999
3,517
998
10.8805
500,001
<1H OCEAN
-117.32
34.06
46
476
102
476
91
1.4511
73,100
INLAND
-117.07
32.69
28
1,485
275
820
283
4.069
153,300
NEAR OCEAN
-121.48
38.54
41
3,364
685
1,841
626
2.1975
73,500
INLAND
-117.99
33.77
29
1,312
267
922
255
3.1902
202,400
<1H OCEAN
-121.98
38.29
4
8,778
1,291
4,010
1,188
5.4399
187,100
INLAND
-122.24
38.14
15
8,479
1,759
5,008
1,646
3.724
131,600
NEAR BAY
-121.34
38.64
12
2,772
578
1,335
565
3.8068
161,000
INLAND
-117.88
33.7
16
1,505
358
835
339
3.8029
205,400
<1H OCEAN
-118.42
34.02
21
3,244
815
1,423
781
3.6488
340,800
<1H OCEAN
-117.09
32.64
19
2,571
791
1,205
783
1.62
131,300
NEAR OCEAN
-122.41
37.8
52
2,618
611
1,328
559
4.1607
350,000
NEAR BAY
-118.15
33.98
17
3,361
925
3,264
914
2.2813
145,600
<1H OCEAN
-119.6
36.56
36
738
168
737
186
1.4415
54,400
INLAND
-119.28
36.32
16
2,812
514
1,620
523
3.7404
89,200
INLAND
-121.46
38.56
52
1,750
372
764
369
2.9191
111,800
INLAND
-118.14
34.06
37
1,339
258
706
238
4.7569
253,800
<1H OCEAN
-120.67
35.63
8
2,690
410
1,085
381
4.2841
256,700
<1H OCEAN
-118.37
34.08
28
4,376
1,202
1,847
1,128
2.6713
312,500
<1H OCEAN
-122.1
37.88
35
3,701
528
1,511
517
7.2315
367,100
NEAR BAY
-118.09
34.18
34
3,113
409
1,139
418
10.2289
500,001
INLAND
-118.3
34.07
46
5,677
2,610
7,443
2,406
1.8238
237,500
<1H OCEAN
-116.95
33.79
8
10,997
2,205
5,060
1,949
2.1979
95,300
INLAND
-120.69
37.77
46
431
86
239
80
3.3182
282,100
INLAND
-118.26
33.93
42
1,433
295
775
293
1.1326
104,800
<1H OCEAN
-118.41
33.93
38
3,328
625
1,455
619
5.0596
363,900
<1H OCEAN
-119.71
34.41
31
1,034
319
997
308
2.6538
231,800
NEAR OCEAN
-121.99
37.55
16
6,647
2,098
4,649
1,903
2.9074
213,800
<1H OCEAN
-122.48
38.32
42
2,106
533
1,141
445
3.1129
149,300
<1H OCEAN
-119.19
34.3
25
2,197
320
934
330
6.311
283,200
NEAR OCEAN
-122.26
37.87
52
2,773
998
1,721
949
1.1859
241,700
NEAR BAY
-115.56
32.79
18
1,178
438
1,377
429
1.3373
58,300
INLAND
-122.84
38.41
19
2,191
391
1,065
404
4.125
204,600
<1H OCEAN
-122.24
37.76
52
1,846
471
827
446
2.6833
240,900
NEAR BAY
-117.33
34.04
18
1,837
388
727
336
2.5187
116,700
INLAND
-118.23
33.95
42
705
173
739
140
0.9166
99,000
<1H OCEAN
-118.43
34.2
29
3,051
694
1,942
679
3.1118
238,100
<1H OCEAN
-122.07
37.35
35
1,579
210
570
196
8.5888
500,001
<1H OCEAN
-117.9
33.65
28
2,043
430
1,108
452
5.2549
261,800
<1H OCEAN
-122.48
37.73
52
1,597
240
566
231
5.1681
500,001
NEAR OCEAN
-118.28
34.04
25
1,582
780
2,390
719
1.4167
200,000
<1H OCEAN
-122.56
37.98
36
2,649
542
1,111
557
4.8056
345,700
NEAR BAY
-119.61
36.56
34
1,911
497
1,886
481
1.625
53,000
INLAND
-118.26
34.06
42
2,541
1,282
3,974
1,189
1.5854
87,500
<1H OCEAN
-118.31
34.09
42
1,951
846
2,500
813
1.5195
218,200
<1H OCEAN
-118.74
34.25
25
1,815
281
960
284
5.4243
214,700
<1H OCEAN
-118.44
34
41
1,562
377
874
368
4.1083
324,300
<1H OCEAN
-118.38
34.05
52
1,004
231
590
226
4.2404
351,000
<1H OCEAN
-120.87
39.18
25
2,691
598
964
373
3.9196
142,700
INLAND
-122.43
37.75
52
1,615
393
633
378
3.5114
347,500
NEAR BAY
-122.01
38.25
16
1,081
181
792
184
4.6779
131,300
INLAND
-117.28
33.94
10
972
212
773
219
1.3125
135,700
INLAND
-117.75
34.06
52
62
9
44
16
0.4999
112,500
INLAND
-117.47
33.94
34
559
139
532
137
3.0687
88,500
INLAND
-121.91
37.33
28
454
147
366
140
2.9853
187,500
<1H OCEAN
-118.08
33.93
39
859
164
673
172
3.7143
158,200
<1H OCEAN
-117.25
33.93
8
10,110
1,761
5,804
1,703
4.2654
137,600
INLAND
-122.38
37.59
44
2,089
348
837
317
4.6628
459,200
NEAR OCEAN
-118.49
34.06
42
2,861
360
829
310
15.0001
500,001
<1H OCEAN
-117.14
32.75
27
1,551
464
880
400
2.4167
131,300
NEAR OCEAN
-120.37
38.25
13
4,495
856
1,149
459
2.5352
113,700
INLAND
-118.11
33.9
26
4,173
893
2,471
863
3.5052
196,000
<1H OCEAN
-122.03
37.92
23
3,318
408
1,124
393
6.5847
358,800
NEAR BAY
-121.18
37.96
35
411
74
193
59
2.5625
146,900
INLAND
-118.13
34.18
52
3,094
519
1,309
488
6.4223
310,900
INLAND
-121.46
38.52
29
3,873
797
2,237
706
2.1736
72,100
INLAND