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
-118.4
34.26
13
4,379
872
2,560
853
4.2538
154,300
<1H OCEAN
-118.31
33.84
52
1,819
464
1,068
424
3.625
270,700
<1H OCEAN
-122.48
37.78
52
2,910
611
1,508
515
3.5865
311,400
NEAR BAY
-118.29
33.74
30
2,074
533
1,311
531
2.0329
225,800
NEAR OCEAN
-118.42
34
33
1,139
299
734
257
3.2708
325,000
<1H OCEAN
-121.48
38.55
52
1,684
309
675
296
4.1467
175,000
INLAND
-120.45
37.32
21
1,318
202
618
197
4.8214
117,800
INLAND
-117.75
33.61
17
2,499
566
781
522
3.1779
186,500
<1H OCEAN
-117.92
33.82
36
2,360
405
1,479
386
4.3583
187,200
<1H OCEAN
-121.45
38.61
46
1,758
511
1,094
484
1.0685
70,000
INLAND
-117.1
32.68
20
1,012
269
837
240
2.0488
88,900
NEAR OCEAN
-118.29
34.05
31
2,818
1,252
4,126
1,200
2.053
229,200
<1H OCEAN
-118.35
34.07
52
2,315
356
894
345
4.1328
500,001
<1H OCEAN
-116.99
32.7
15
3,660
622
2,629
612
4.0444
150,100
NEAR OCEAN
-120.66
35.27
33
1,664
455
1,077
461
1.6875
174,200
NEAR OCEAN
-117
32.85
24
1,888
319
950
319
5.282
140,800
<1H OCEAN
-122.36
37.93
17
1,258
254
885
229
3.05
121,600
NEAR BAY
-118.03
33.83
34
3,203
653
2,072
691
4.225
198,400
<1H OCEAN
-118.4
33.87
38
2,398
431
911
392
5.2319
500,001
<1H OCEAN
-117.05
34.03
28
3,009
698
1,200
626
1.3993
104,600
INLAND
-122.44
37.8
52
1,006
291
445
257
2.7717
500,000
NEAR BAY
-122.07
38.24
15
7,937
1,635
4,390
1,567
3.5464
129,800
INLAND
-117.91
33.91
27
2,181
501
1,555
488
3.6106
196,400
<1H OCEAN
-122.32
37.57
33
3,384
819
2,626
793
3.2285
234,800
NEAR OCEAN
-122.66
40.52
13
3,013
486
1,361
515
4.5357
171,200
INLAND
-118.13
34.16
52
1,596
314
1,024
292
3.6719
227,900
<1H OCEAN
-119.02
35.36
48
1,833
396
947
363
2.2827
70,000
INLAND
-122.35
37.93
19
1,334
366
1,048
316
1.7865
88,000
NEAR BAY
-122.44
37.72
52
1,507
282
929
281
3.8958
247,700
NEAR BAY
-122.22
37.81
52
2,944
536
1,034
521
5.3509
302,100
NEAR BAY
-117.68
34.04
27
574
103
321
103
3.9107
186,500
INLAND
-122.53
37.97
52
1,560
451
700
419
2.5125
270,800
NEAR BAY
-118.31
33.8
29
2,795
572
1,469
557
3.7167
308,900
<1H OCEAN
-117.09
32.66
38
833
206
570
182
1.8333
127,100
NEAR OCEAN
-121.6
36.88
21
3,416
624
1,862
595
4.7813
241,500
<1H OCEAN
-122.46
37.74
51
1,905
291
707
284
6.2561
431,000
NEAR BAY
-117.96
33.79
36
2,398
403
1,261
402
5.2816
221,800
<1H OCEAN
-119.82
36.76
41
1,973
399
1,107
375
1.8971
66,900
INLAND
-116.96
33.75
35
3,269
757
2,328
705
2.5898
76,300
INLAND
-122.15
37.73
28
2,215
587
830
573
2.1898
141,700
NEAR BAY
-122.04
37.35
28
3,250
485
1,328
473
7.4729
431,600
<1H OCEAN
-117.23
32.86
15
1,199
301
510
296
3.6083
180,100
NEAR OCEAN
-118.18
34.03
40
2,631
698
2,920
677
2.0764
145,600
<1H OCEAN
-118.31
34.04
52
1,277
285
954
334
2.5833
234,600
<1H OCEAN
-121.6
39.8
10
1,742
307
721
312
2.4537
117,900
INLAND
-122.74
38.83
12
4,515
909
1,554
528
3.3531
90,800
<1H OCEAN
-117.06
32.56
17
2,803
683
2,768
676
1.7958
140,400
NEAR OCEAN
-122.19
37.42
47
932
167
295
116
8.4375
500,001
NEAR OCEAN
-118.3
34.07
28
5,221
2,530
5,840
2,374
1.8829
300,000
<1H OCEAN
-118.27
34.06
17
2,124
1,168
3,915
1,137
1.1346
137,500
<1H OCEAN
-121.99
39.15
17
6,440
1,204
3,266
1,142
2.7137
72,000
INLAND
-118.36
33.89
27
2,837
684
2,141
648
3.1325
215,000
<1H OCEAN
-121.73
38.54
18
974
317
521
317
1.0633
137,500
INLAND
-121.83
39.23
25
3,819
702
1,983
658
2.4464
72,500
INLAND
-118.12
33.75
47
3,330
569
1,220
557
7.3672
500,001
NEAR OCEAN
-122.49
37.75
48
2,181
419
1,041
379
3.7361
320,200
NEAR OCEAN
-118.77
34.27
10
1,658
310
1,053
333
4.7574
209,900
<1H OCEAN
-118.18
33.79
20
1,255
360
1,201
318
1.2206
162,500
NEAR OCEAN
-119.04
35.41
25
1,577
310
844
309
3.0625
69,400
INLAND
-118.19
33.89
32
1,696
438
1,639
376
2.0357
107,300
<1H OCEAN
-121.92
36.56
39
2,144
538
749
419
2.7039
364,000
NEAR OCEAN
-117.88
33.77
31
2,549
355
1,044
362
6.9737
288,800
<1H OCEAN
-119.72
36.34
33
1,287
214
580
210
3.2019
112,500
INLAND
-121.29
38.01
2
6,403
1,116
3,327
957
4.4871
137,900
INLAND
-121.32
38.61
22
3,902
845
1,870
763
2.774
190,200
INLAND
-118.29
33.91
41
2,475
532
1,416
470
3.8372
156,400
<1H OCEAN
-117.66
33.57
16
4,277
565
1,642
549
8.0082
286,600
<1H OCEAN
-117.17
32.81
26
2,424
388
974
375
4.739
184,100
NEAR OCEAN
-122.18
37.81
37
1,643
262
620
266
5.4446
336,700
NEAR BAY
-119.13
36.3
33
3,379
612
1,565
618
2.7321
76,500
INLAND
-117.88
33.72
36
1,910
352
1,593
329
3.89
170,000
<1H OCEAN
-119.82
34.44
16
1,414
463
793
439
3.6034
150,000
NEAR OCEAN
-121.25
38
21
446
73
182
57
2.8958
135,000
INLAND
-122.47
37.79
52
2,844
623
1,380
596
4.75
500,001
NEAR BAY
-118.5
34.21
36
1,254
229
629
245
4.9643
236,100
<1H OCEAN
-118.48
34.03
19
902
284
414
272
1.3333
310,000
<1H OCEAN
-119.22
34.28
24
2,212
332
899
331
5.533
299,700
NEAR OCEAN
-116.79
32.84
12
4,281
786
1,891
721
3.5769
231,800
<1H OCEAN
-118.07
33.89
29
1,138
217
964
222
4.537
185,300
<1H OCEAN
-122.08
37.03
36
4,682
899
2,143
832
4.5096
203,700
NEAR OCEAN
-118.36
34.19
46
1,676
322
846
295
5.1814
209,500
<1H OCEAN
-118.08
34.15
28
238
58
142
31
0.4999
500,001
INLAND
-122.38
37.71
47
1,088
190
558
166
4.2708
207,100
NEAR BAY
-118.01
33.84
29
3,740
691
1,724
638
3.9628
215,600
<1H OCEAN
-122.4
40.58
43
1,455
300
747
279
2.7857
104,200
INLAND
-121.32
38.74
14
1,449
228
670
232
4.3897
186,300
INLAND
-118.04
33.94
37
1,328
273
1,115
275
4.2051
164,400
<1H OCEAN
-118.86
34.19
26
3,135
480
1,474
458
6.1949
243,500
<1H OCEAN
-117.59
34.03
16
3,443
562
2,130
564
5.0769
161,400
INLAND
-118.09
33.9
36
1,215
279
862
285
3.7604
158,700
<1H OCEAN
-121.36
36.81
7
4,609
741
1,660
720
5.0871
290,500
INLAND
-118.2
34.05
8
762
204
728
174
2.4886
137,500
<1H OCEAN
-118.26
33.97
46
1,295
351
1,120
323
1.7121
98,200
<1H OCEAN
-117.17
34.12
3
15,695
2,248
6,080
1,920
6.2178
173,900
INLAND
-118.3
34.09
25
2,345
852
2,860
862
1.4497
205,600
<1H OCEAN
-120.6
35.1
16
3,290
686
1,497
655
2.6875
178,200
<1H OCEAN
-120.5
37.31
36
2,162
433
1,048
451
2.6797
81,800
INLAND
-118.44
34.31
14
4,151
941
3,163
915
4.0301
154,300
<1H OCEAN
-117.17
32.82
24
1,569
377
715
321
3.1146
187,500
NEAR OCEAN
-121.49
38.57
51
1,492
385
736
365
1.7155
108,800
INLAND