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
-122.41
37.74
38
1,754
382
928
354
4.1417
270,800
NEAR BAY
-118.49
34.02
30
2,075
687
1,026
592
3.1635
366,700
<1H OCEAN
-119.03
35.38
38
2,122
394
843
410
3
91,800
INLAND
-118.35
33.91
29
2,461
535
1,236
482
4.8409
244,000
<1H OCEAN
-120.99
37.64
41
1,580
385
881
361
2.7538
99,600
INLAND
-117.33
33.87
14
2,300
335
1,001
311
5.1045
161,300
INLAND
-118.37
33.97
32
6,699
1,781
2,725
1,544
3.3889
285,700
<1H OCEAN
-123.11
40.6
23
708
202
316
136
1.1602
65,000
INLAND
-116.97
32.78
35
1,113
236
681
246
2.9784
136,400
<1H OCEAN
-118.19
33.8
38
2,010
595
1,535
525
1.9848
160,400
NEAR OCEAN
-117.28
33.19
5
2,697
639
1,633
580
3.4456
165,800
NEAR OCEAN
-117.8
33.52
50
1,152
341
519
225
3.053
500,001
<1H OCEAN
-122.02
37.95
22
3,526
510
1,660
508
5.6642
237,000
NEAR BAY
-121.81
37.3
14
1,870
348
1,214
347
4.9769
186,500
<1H OCEAN
-121.77
37.23
15
4,713
769
2,519
778
5.6958
253,800
<1H OCEAN
-121.99
37.77
14
8,213
1,364
3,283
1,286
5.1755
294,800
<1H OCEAN
-122.46
37.63
22
6,728
1,382
3,783
1,310
5.0479
280,400
NEAR OCEAN
-122.26
37.77
52
1,848
479
921
477
2.875
234,000
NEAR BAY
-122.32
37.97
29
2,347
464
1,135
490
3.9722
161,000
NEAR BAY
-122.91
38.49
37
2,469
519
1,137
474
3.6343
146,500
<1H OCEAN
-117.4
33.94
37
987
187
551
191
3.5865
112,000
INLAND
-115.57
32.85
33
1,365
269
825
250
3.2396
62,300
INLAND
-122.34
37.93
32
2,389
652
1,672
584
1.4423
88,300
NEAR BAY
-117.25
32.74
40
2,186
549
953
515
2.8007
257,100
NEAR OCEAN
-118.98
35.38
34
1,020
247
795
228
1.625
50,800
INLAND
-118.96
35.37
41
1,463
339
1,066
318
1.7467
52,400
INLAND
-117.24
34.12
29
2,654
667
1,822
593
2.1563
72,300
INLAND
-122.45
37.66
35
2,738
509
1,545
493
5.3446
263,300
NEAR OCEAN
-122.33
41.86
19
3,599
695
1,572
601
2.234
58,600
INLAND
-121.98
37.35
41
1,150
249
729
260
3.5491
261,100
<1H OCEAN
-121.11
38.95
14
3,888
890
1,830
844
1.8238
158,600
INLAND
-118.47
34.02
41
2,136
549
986
557
2.7254
444,400
<1H OCEAN
-120.41
38.33
17
1,463
338
529
226
3.024
100,900
INLAND
-120.19
39.32
16
1,536
298
646
208
2.3594
155,700
INLAND
-117.18
34.48
8
3,561
691
2,156
659
2.7778
86,900
INLAND
-119.69
36.82
15
3,303
512
1,687
505
4.81
93,600
INLAND
-118.4
34.14
52
1,695
281
595
264
6.0678
399,300
<1H OCEAN
-118.49
34.05
42
1,918
216
632
224
15.0001
500,001
<1H OCEAN
-122.64
38.24
52
1,621
393
635
349
2.5202
244,000
<1H OCEAN
-117.13
32.92
16
1,565
257
893
239
5.5036
192,300
<1H OCEAN
-121.31
37.97
45
2,604
454
988
442
3.6667
123,100
INLAND
-116.39
33.72
19
7,646
1,618
2,496
1,075
3.5569
128,000
INLAND
-117.97
33.89
15
3,801
542
1,992
526
9.0683
367,400
<1H OCEAN
-118.08
33.88
30
1,901
519
2,685
496
3.2639
120,100
<1H OCEAN
-118.18
33.99
38
1,010
315
1,157
301
1.6341
161,800
<1H OCEAN
-118.33
33.84
36
1,364
251
668
245
5.3131
314,100
<1H OCEAN
-122.54
37.7
36
3,988
732
1,793
708
4.2472
292,500
NEAR OCEAN
-117.04
34.02
24
4,663
1,213
1,851
1,116
1.4418
103,500
INLAND
-118.52
34.22
35
1,275
222
959
226
5.0282
195,400
<1H OCEAN
-119.83
36.76
15
3,291
772
1,738
634
1.976
67,300
INLAND
-117.07
33.14
16
2,546
429
1,683
408
4.7426
160,600
<1H OCEAN
-121.01
37.69
20
3,275
760
1,538
705
2.48
135,600
INLAND
-120.59
35.11
20
3,098
571
1,449
611
3.5744
197,800
<1H OCEAN
-118.55
34.2
31
1,963
420
1,494
415
3.5313
211,800
<1H OCEAN
-120.46
34.66
5
2,904
702
1,302
618
3.0081
135,200
NEAR OCEAN
-122.47
37.7
47
737
126
370
136
3.775
281,300
NEAR OCEAN
-121.87
37.99
15
2,203
312
1,051
311
4.9783
163,900
INLAND
-117.21
33.14
12
4,839
954
1,708
952
2.8586
163,300
<1H OCEAN
-122.2
37.78
45
1,766
332
869
327
4.5893
163,500
NEAR BAY
-121.52
39.48
21
2,628
494
1,364
468
2.0455
59,400
INLAND
-119.02
35.3
10
7,397
1,369
4,611
1,310
3.6369
81,600
INLAND
-120.46
34.71
17
2,830
430
1,035
416
4.9292
207,200
NEAR OCEAN
-122.07
37.34
35
1,172
184
512
175
7.3561
500,001
<1H OCEAN
-118.21
33.8
45
1,160
274
1,095
269
2.7308
139,000
NEAR OCEAN
-117.25
32.74
36
1,240
310
577
319
2.6625
248,200
NEAR OCEAN
-122.23
40.17
21
1,401
331
651
299
2.225
64,700
INLAND
-122.3
38.29
40
1,739
318
744
312
2.6518
156,100
NEAR BAY
-118.34
34.16
44
1,717
391
848
353
3.6111
254,500
<1H OCEAN
-120.54
34.97
23
1,353
345
1,322
336
1.8185
97,800
<1H OCEAN
-117.8
33.69
16
2,745
447
1,429
411
6.8219
325,500
<1H OCEAN
-122.21
37.48
39
1,535
340
1,204
370
2.8482
247,200
NEAR BAY
-118.06
33.8
22
1,892
442
1,015
404
4.1379
212,500
<1H OCEAN
-118.17
33.77
45
2,143
697
1,004
594
3.0153
220,000
NEAR OCEAN
-117.21
32.81
27
1,318
216
495
191
5.2837
283,800
NEAR OCEAN
-120.44
36.84
29
1,563
293
883
288
2.8182
90,500
INLAND
-118.32
33.91
33
1,729
396
1,073
344
4.2083
180,500
<1H OCEAN
-124.22
41.73
28
3,003
699
1,530
653
1.7038
78,300
NEAR OCEAN
-118.3
33.9
29
2,617
668
1,868
647
3.6
208,800
<1H OCEAN
-121.91
37.26
32
3,776
620
1,790
612
5.4675
261,100
<1H OCEAN
-118.16
34.68
9
4,303
900
2,240
861
3.7807
110,900
INLAND
-122.18
37.68
5
2,087
407
840
401
5.4858
187,800
NEAR BAY
-118.99
35.36
31
1,498
359
1,168
340
1.2232
49,300
INLAND
-119.46
35.14
30
2,943
null
1,565
584
2.5313
45,800
INLAND
-117.69
33.47
19
2,595
621
1,728
571
3.668
243,800
<1H OCEAN
-121.79
37.23
17
2,281
359
1,226
394
5.4193
259,500
<1H OCEAN
-119.54
36.51
36
49
7
28
2
4.625
162,500
INLAND
-117.17
34.05
24
2,877
507
1,141
474
4.2059
121,500
INLAND
-117.88
33.96
16
19,059
3,079
10,988
3,061
5.5469
265,200
<1H OCEAN
-117.33
33.67
27
4,376
1,003
2,667
870
1.9194
100,600
<1H OCEAN
-120.46
34.64
11
562
164
504
147
2.0161
118,800
NEAR OCEAN
-119.28
35.5
28
3,107
782
3,260
738
1.6944
58,600
INLAND
-117.13
34.06
4
3,078
510
1,341
486
4.9688
163,200
INLAND
-122.25
37.79
52
1,339
391
1,086
363
2.181
138,800
NEAR BAY
-119.7
36.3
10
956
201
693
220
2.2895
62,000
INLAND
-117.87
33.99
21
2,837
515
2,031
555
4.9271
209,700
<1H OCEAN
-117.04
34.03
29
3,375
795
1,760
699
2.7028
92,000
INLAND
-119.04
34.23
21
9,807
1,614
4,199
1,554
5.0145
246,600
<1H OCEAN
-117.2
34.15
18
1,859
251
747
256
7.732
173,200
INLAND
-117.95
33.84
32
1,378
492
1,202
448
3.4028
183,700
<1H OCEAN
-121.16
38.16
31
1,953
366
999
316
2.4906
122,500
INLAND