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
-121.74
36.92
29
1,210
281
863
262
3.1062
156,000
<1H OCEAN
-121.83
39.72
52
1,890
420
974
383
1.6827
78,700
INLAND
-119.78
36.31
14
1,287
291
737
269
3.1667
126,400
INLAND
-117.64
33.51
15
1,743
254
943
274
5.9339
286,000
<1H OCEAN
-117.18
34.06
26
1,953
446
1,284
414
1.3485
85,100
INLAND
-115.69
32.79
18
1,564
340
1,161
343
2.1792
55,200
INLAND
-117.97
34.05
33
2,028
422
1,727
371
2.8438
157,600
<1H OCEAN
-117.98
34.01
27
2,643
418
1,344
381
5.7057
262,100
<1H OCEAN
-121.32
38.16
14
2,049
398
1,071
369
3.5
240,800
INLAND
-118.4
33.87
26
6,712
1,441
2,803
1,394
5.2276
434,500
<1H OCEAN
-121.85
37.41
17
2,156
435
1,400
393
5.6096
199,100
<1H OCEAN
-117.06
34.9
36
2,828
916
1,762
736
1.4318
59,600
INLAND
-121.97
36.97
24
3,665
870
1,954
833
2.8036
228,500
NEAR OCEAN
-122.04
37.37
42
1,125
273
616
258
3.6765
252,800
<1H OCEAN
-117.55
33.52
15
426
62
133
45
5.136
447,400
<1H OCEAN
-121.46
38.53
37
2,745
588
1,607
556
1.8007
65,400
INLAND
-122.43
37.75
40
4,850
977
1,824
952
5.0519
356,100
NEAR BAY
-121.78
37.31
7
1,973
328
1,047
303
6.234
292,200
<1H OCEAN
-118.36
33.9
42
1,935
388
1,136
379
4.74
230,000
<1H OCEAN
-117.95
33.97
33
1,113
145
424
137
8.3474
500,001
<1H OCEAN
-120.22
38.05
14
3,803
689
1,129
477
2.7188
137,000
INLAND
-117.94
33.7
18
4,827
718
2,471
716
6.1181
284,500
<1H OCEAN
-122.2
37.48
41
733
155
652
140
5.1654
233,600
NEAR BAY
-122.32
37.94
38
2,751
522
1,390
489
3.7277
165,100
NEAR BAY
-117.95
34.09
21
2,215
484
1,792
419
2.8375
166,500
<1H OCEAN
-121.46
38.61
43
705
178
464
159
2.4205
60,900
INLAND
-118.2
33.81
45
944
178
533
193
3.4808
206,900
NEAR OCEAN
-118.12
34.08
52
1,437
290
980
282
5.3032
245,700
<1H OCEAN
-117.07
34.24
21
4,773
1,047
337
130
3.9375
115,000
INLAND
-122.28
37.52
29
1,526
355
724
315
4.0313
435,200
NEAR OCEAN
-121.91
36.59
17
5,039
833
1,678
710
6.2323
339,100
NEAR OCEAN
-117.1
34.03
24
4,144
826
2,127
772
2.5172
96,000
INLAND
-122.37
40.6
7
5,178
1,336
2,557
1,283
2.4079
111,400
INLAND
-119.65
36.35
21
1,745
266
837
292
4.3911
107,900
INLAND
-124.09
40.86
25
1,322
387
794
379
1.1742
75,000
NEAR OCEAN
-122.66
37.93
42
1,505
324
553
277
4.1792
350,000
NEAR OCEAN
-117.65
34.11
28
2,788
370
1,140
385
5.3368
233,500
INLAND
-117.86
33.61
15
3,191
482
930
447
8.6001
500,001
<1H OCEAN
-118.03
33.84
30
4,781
831
2,568
797
5.4746
226,400
<1H OCEAN
-119.21
36.1
30
1,471
373
1,418
357
1.7432
42,500
INLAND
-119.82
36.19
33
1,293
272
694
229
2.0221
52,200
INLAND
-118.52
34.19
37
1,892
347
1,039
343
4.8295
212,100
<1H OCEAN
-119.63
34.42
42
1,765
263
753
260
8.5608
500,001
<1H OCEAN
-121.5
38.55
49
4,094
634
1,363
659
5.2362
236,800
INLAND
-119.17
34.22
29
4,188
816
2,783
790
4.1949
197,100
NEAR OCEAN
-120.01
38.93
22
3,080
610
1,045
425
2.996
126,100
INLAND
-120.42
34.95
33
3,404
711
1,579
639
3.1078
146,700
<1H OCEAN
-122.12
37.43
33
3,262
668
1,411
626
5.316
398,100
NEAR BAY
-117.66
34
5
1,387
236
855
270
5.411
201,100
INLAND
-120.83
37.79
16
893
164
548
155
3.6875
121,900
INLAND
-117.01
32.76
22
3,626
824
1,800
769
2.8594
189,600
<1H OCEAN
-118.29
33.88
32
2,307
493
1,754
528
4.317
232,800
<1H OCEAN
-119.17
34.27
24
4,165
646
2,194
658
6.0661
234,800
NEAR OCEAN
-117.14
32.93
16
2,412
419
1,612
422
4.5086
171,100
<1H OCEAN
-121.92
36.62
52
867
199
391
187
2.6713
234,600
NEAR OCEAN
-118.31
33.99
47
1,525
359
982
333
2.0915
126,600
<1H OCEAN
-122.12
37.71
35
1,037
207
552
210
4
167,900
NEAR BAY
-118.2
34.05
50
1,407
401
1,526
385
2.29
121,800
<1H OCEAN
-117.18
32.84
31
3,064
575
1,476
549
3.6667
175,900
NEAR OCEAN
-121.87
37.38
16
1,050
245
722
228
4.5187
163,500
<1H OCEAN
-116.76
34.29
14
3,959
849
1,064
376
2.8214
111,400
INLAND
-118.58
34.23
35
1,917
314
1,019
340
4.8929
234,900
<1H OCEAN
-117.64
34.08
37
2,576
468
1,284
428
3.3958
130,400
INLAND
-122.52
37.88
52
176
50
88
46
3.8068
275,000
NEAR BAY
-122
38.03
4
2,341
408
1,235
431
6.0424
165,900
INLAND
-118.25
34.02
32
1,311
410
1,792
396
2.3304
119,900
<1H OCEAN
-122.27
37.89
52
2,640
366
973
355
7.266
371,100
NEAR BAY
-119.32
36.25
21
1,231
null
609
206
2.8365
90,000
INLAND
-118.18
34.05
38
3,272
731
3,299
726
2.8295
126,500
<1H OCEAN
-120.27
37.11
18
1,277
234
674
238
2.6694
75,900
INLAND
-119.8
36.71
29
1,541
291
1,007
313
2.0043
53,500
INLAND
-120.42
34.89
24
2,020
307
855
283
5.0099
162,500
<1H OCEAN
-122.26
37.77
52
1,565
315
637
297
4.7778
351,800
NEAR BAY
-118.19
33.96
28
3,507
969
3,740
970
2.0162
142,000
<1H OCEAN
-118.33
34.18
49
1,969
377
977
367
3.8462
231,300
<1H OCEAN
-122.32
37.54
34
3,661
692
1,608
656
5.0774
407,200
NEAR OCEAN
-117.24
32.75
33
1,980
614
1,057
567
2.2042
231,300
NEAR OCEAN
-121.96
38.36
11
3,208
790
1,772
694
2.7434
218,800
INLAND
-117.46
34.07
19
3,155
572
2,482
642
2.9973
113,400
INLAND
-118.06
34.1
42
1,576
313
697
282
4.3523
283,600
<1H OCEAN
-121.31
38.62
31
3,114
430
1,121
456
6.244
240,000
INLAND
-122.25
38.09
48
833
188
652
165
2.2417
87,900
NEAR BAY
-118.41
34.21
35
2,215
459
1,594
446
4.0167
193,200
<1H OCEAN
-118.15
34.19
47
1,717
314
868
295
3.6094
160,700
<1H OCEAN
-117.59
33.66
4
1,318
218
673
225
6.0722
260,800
<1H OCEAN
-121.87
38
17
2,713
442
1,475
415
4.8542
144,100
INLAND
-119.17
34.18
38
3,221
783
2,792
736
2.9118
172,400
NEAR OCEAN
-120.79
37.76
14
3,531
508
1,505
497
5.5228
275,300
INLAND
-118.15
34.08
44
1,053
251
941
256
3.125
205,600
<1H OCEAN
-117.72
33.61
26
2,653
621
774
584
2.49
81,100
<1H OCEAN
-122.04
37.33
26
2,690
401
1,264
429
7.7643
474,700
<1H OCEAN
-122.04
37.34
28
3,081
460
1,260
461
7.5372
432,600
<1H OCEAN
-118.44
34.06
28
3,910
959
1,763
867
5.5
500,001
<1H OCEAN
-118.14
34.16
36
2,973
807
2,846
784
2.6217
156,300
<1H OCEAN
-117
32.87
18
11,544
1,979
6,296
1,923
4.4904
150,400
<1H OCEAN
-117.61
33.43
33
1,150
383
604
317
2.3545
187,500
NEAR OCEAN
-117.08
34.96
28
1,777
307
721
259
3.6343
79,800
INLAND
-122.1
37.39
35
2,471
349
881
342
7.6229
500,001
NEAR BAY
-122.08
37.63
37
1,793
364
1,534
346
3.6458
156,600
NEAR BAY
-118.34
34
49
2,465
372
1,018
359
4
296,800
<1H OCEAN