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
-121.42
37.74
35
796
132
313
152
3.15
153,200
INLAND
-117.26
33.81
22
4,249
922
2,405
846
2.1549
146,500
INLAND
-122.43
37.63
15
2,748
997
1,447
901
3.5214
144,200
NEAR OCEAN
-118.47
34.02
35
3,057
774
2,223
732
2.0745
332,500
<1H OCEAN
-117.06
32.76
38
1,549
288
636
278
3.2188
150,500
NEAR OCEAN
-117.1
32.59
21
2,350
667
1,621
613
2.0734
87,500
NEAR OCEAN
-117.69
33.58
5
6,678
1,011
2,877
982
7.5177
330,000
<1H OCEAN
-124.17
40.8
52
661
316
392
244
0.957
60,000
NEAR OCEAN
-119.69
34.42
52
302
112
392
114
2.5978
258,300
<1H OCEAN
-117.13
32.76
41
1,545
420
747
415
2.375
154,400
NEAR OCEAN
-118.27
33.96
34
1,040
276
1,083
255
1.6467
90,900
<1H OCEAN
-120.46
34.65
10
2,143
593
1,167
548
2.0819
103,300
NEAR OCEAN
-121.28
38.11
10
2,974
588
1,559
568
3.8825
136,800
INLAND
-122.46
37.98
10
1,325
189
427
162
12.0933
500,001
NEAR BAY
-118.34
34.07
52
2,066
319
981
297
5.8632
450,000
<1H OCEAN
-121.46
38.57
52
1,625
419
614
383
2.0549
156,700
INLAND
-120.23
37.98
14
1,954
368
917
316
3.1523
93,300
INLAND
-121.63
39.12
34
1,991
348
804
344
3.4492
98,800
INLAND
-118.34
34.02
44
1,527
246
608
245
4.0357
187,800
<1H OCEAN
-122.44
37.78
16
883
236
601
219
2.151
146,900
NEAR BAY
-122.47
37.74
52
3,797
668
1,633
658
5.6787
363,600
NEAR BAY
-118.4
34.06
37
3,781
873
1,725
838
4.1455
500,001
<1H OCEAN
-117.66
34.08
33
3,659
590
1,773
615
3.9227
157,200
INLAND
-119.33
36.21
38
3,115
622
1,238
606
2.6083
67,000
INLAND
-118.15
33.92
36
1,890
400
1,232
386
4.375
184,200
<1H OCEAN
-120.76
37.73
16
1,343
241
732
195
3.5833
187,500
INLAND
-117.71
33.47
14
3,894
672
1,490
629
6.5206
368,500
<1H OCEAN
-121
37.66
43
2,369
413
944
422
3.2632
138,100
INLAND
-121.24
37.82
9
6,169
959
3,378
945
5.1047
157,900
INLAND
-122.16
37.83
16
4,596
705
1,480
650
7.52
370,200
NEAR BAY
-122.29
37.92
36
1,450
235
568
234
6
311,400
NEAR BAY
-122.08
37.64
36
1,116
199
662
226
5.7309
177,900
NEAR BAY
-122.14
37.86
20
6,201
1,182
2,415
1,141
4.5744
314,000
NEAR BAY
-118.8
34.27
12
3,330
600
1,577
584
4.6985
264,100
<1H OCEAN
-118.12
33.76
43
3,070
668
1,240
646
3.7813
461,500
NEAR OCEAN
-117.67
33.6
25
3,164
449
1,517
453
6.7921
266,000
<1H OCEAN
-120.5
35.03
10
10,463
1,756
4,660
1,715
3.5682
277,300
<1H OCEAN
-118.53
34.26
18
3,674
null
1,590
550
8.176
308,400
<1H OCEAN
-118.42
34.05
33
2,921
652
1,124
608
5.0151
500,001
<1H OCEAN
-117.36
34.11
35
2,969
521
1,555
503
3.25
107,100
INLAND
-121.67
40.87
31
1,581
299
776
287
2.9063
77,800
INLAND
-122.12
37.39
34
3,561
497
1,336
501
8.9172
500,001
NEAR BAY
-117.73
34.12
26
6,459
894
2,487
885
6.2089
261,800
INLAND
-122.38
37.6
33
2,577
590
1,867
566
3.3632
265,100
NEAR OCEAN
-122.44
37.66
21
5,108
1,510
3,288
1,405
3.1927
252,600
NEAR OCEAN
-117.11
32.77
48
1,502
272
590
265
2.5952
190,300
NEAR OCEAN
-122.27
38.29
20
3,870
795
2,088
774
3.3021
152,700
NEAR BAY
-122.34
37.94
44
1,917
444
936
435
2.7391
140,300
NEAR BAY
-116.86
34.23
13
4,760
938
309
132
5.4618
147,800
INLAND
-118.23
33.88
35
842
201
763
189
2.6719
109,800
<1H OCEAN
-122.46
37.73
52
2,673
349
876
338
7.8476
500,001
NEAR BAY
-118.83
35.27
33
1,190
217
717
196
2.6302
81,300
INLAND
-121.93
37.32
50
1,135
215
500
207
4.2614
211,300
<1H OCEAN
-120.41
34.87
32
1,997
317
866
281
5.062
158,900
<1H OCEAN
-118.21
33.93
41
619
138
636
145
2.5083
118,100
<1H OCEAN
-118.07
34.1
34
2,253
522
1,262
511
3.4375
259,800
<1H OCEAN
-118.54
34.26
23
4,960
592
1,929
586
10.9052
500,001
<1H OCEAN
-118.19
34.12
44
1,219
324
1,036
282
4.0417
170,600
<1H OCEAN
-122.65
38.96
27
2,143
580
898
367
1.6769
63,200
INLAND
-117.24
34.04
17
3,362
507
1,520
496
6.1986
214,500
INLAND
-122
38.35
34
432
65
208
71
5.5435
136,000
INLAND
-116.41
33.74
25
2,475
476
910
387
3.3639
168,800
INLAND
-119.03
35.32
12
2,721
549
1,294
523
2.5575
100,200
INLAND
-122.07
37.66
21
5,031
1,168
2,461
1,042
3.875
179,300
NEAR BAY
-117.16
32.72
52
788
463
805
391
0.9142
162,500
NEAR OCEAN
-118.13
33.87
20
3,638
868
2,326
822
3.3304
194,600
<1H OCEAN
-118.35
33.91
25
1,884
554
1,337
549
2.8512
272,800
<1H OCEAN
-118.75
34.1
34
2,255
402
857
317
4.5333
377,300
NEAR OCEAN
-121.32
38.63
20
7,003
1,409
3,107
1,315
3.0348
150,500
INLAND
-117.2
34.12
24
3,532
618
1,681
590
3.5
113,900
INLAND
-118.35
34.04
45
1,839
459
1,312
460
2.5625
138,000
<1H OCEAN
-122.01
37.36
25
2,796
429
1,267
426
6.6329
349,000
<1H OCEAN
-121.09
37.33
40
524
112
329
96
1.7188
112,500
INLAND
-121.82
39.75
29
7,744
1,375
3,316
1,365
3.0253
111,400
INLAND
-117.05
32.75
43
1,718
344
826
336
2.7014
133,700
NEAR OCEAN
-117.08
33.12
33
674
208
565
188
1.875
114,300
<1H OCEAN
-120.85
37.77
35
404
96
261
100
2.4583
75,000
INLAND
-122.1
37.68
37
2,116
503
1,109
448
2.535
174,000
NEAR BAY
-121.9
37.45
16
2,952
446
1,525
460
5.6063
320,500
<1H OCEAN
-118.37
34.2
34
2,199
609
2,488
597
2.9861
171,800
<1H OCEAN
-121.04
39.19
17
856
167
518
170
3.5859
144,300
INLAND
-118.39
33.97
44
1,097
186
513
185
6.235
361,400
<1H OCEAN
-118.18
33.81
27
471
132
315
96
1.75
154,200
NEAR OCEAN
-122.18
39.75
30
4,157
834
1,885
774
1.6948
67,500
INLAND
-121.76
37.26
17
250
52
141
51
4.6458
500,001
<1H OCEAN
-121.69
36.62
19
1,907
323
681
270
6.0332
244,900
<1H OCEAN
-122.46
37.78
52
3,429
773
1,584
696
3.7887
500,001
NEAR BAY
-121.85
37.27
17
1,957
261
863
269
7.3339
294,200
<1H OCEAN
-119.72
36.8
16
2,396
526
1,338
518
2.1653
78,800
INLAND
-121.46
38.54
36
1,825
411
1,226
391
1.5292
55,700
INLAND
-121.77
36.94
18
1,063
341
1,033
313
2.0192
171,300
<1H OCEAN
-122.17
37.74
47
463
134
327
137
2.15
97,200
NEAR BAY
-120.86
37.53
18
2,829
732
1,751
712
1.6445
156,900
INLAND
-121.3
38.25
27
2,475
548
1,703
517
2.5727
86,100
INLAND
-116.51
33.96
16
4,913
1,395
2,518
1,132
1.4665
61,100
INLAND
-118.45
34.16
22
4,982
1,358
2,237
1,220
3.7105
272,600
<1H OCEAN
-117.9
33.85
35
1,756
328
1,026
332
3.6
193,500
<1H OCEAN
-117.85
33.8
40
1,461
286
1,322
264
4.3269
194,100
<1H OCEAN
-121.94
37.31
30
1,680
312
858
310
4.0474
280,500
<1H OCEAN
-117.86
33.8
34
1,793
480
1,722
441
2.8235
153,100
<1H OCEAN