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
-118.17
34.03
42
882
292
1,248
281
2.761
120,000
<1H OCEAN
-117.14
32.93
12
1,474
364
1,009
372
4.0521
166,700
<1H OCEAN
-120.99
37.63
21
319
120
276
85
2.4792
60,000
INLAND
-121.92
38.01
7
1,632
248
879
262
6.1237
166,000
INLAND
-117.33
34.06
36
755
157
625
152
2.0242
65,000
INLAND
-122.05
37.39
25
347
82
148
77
4.4531
350,000
<1H OCEAN
-120.76
37.58
35
1,395
264
756
253
3.6181
178,600
INLAND
-119.01
35.39
29
1,820
459
1,134
419
1.8289
59,400
INLAND
-119.02
35.42
36
2,044
447
1,021
374
1.8472
57,400
INLAND
-121.35
38.56
16
2,278
370
1,203
371
5.0622
132,400
INLAND
-117.48
34
12
6,751
1,153
3,266
1,134
3.8529
145,500
INLAND
-122.94
38.5
46
2,280
492
807
366
2.6316
117,000
<1H OCEAN
-121.26
37.97
41
2,398
448
1,143
444
3.0352
69,800
INLAND
-118.36
34.05
45
2,283
null
1,093
475
2.5658
252,000
<1H OCEAN
-115.51
32.99
20
1,402
287
1,104
317
1.9088
63,700
INLAND
-122.46
37.79
52
2,106
373
743
348
5.2909
500,001
NEAR BAY
-118.35
34.08
52
1,801
313
714
293
4.6838
479,000
<1H OCEAN
-119.81
36.73
51
956
196
662
180
2.101
56,700
INLAND
-117.69
33.6
19
3,562
439
1,584
470
6.4211
288,100
<1H OCEAN
-121.98
37.33
30
3,742
633
1,721
631
6.1388
302,400
<1H OCEAN
-118.15
34.86
10
4,597
1,009
2,227
821
2.6149
83,500
INLAND
-121.99
37.36
33
2,321
480
1,230
451
4.9091
270,300
<1H OCEAN
-117.64
34.11
16
2,129
420
932
379
2.5868
146,900
INLAND
-117.96
33.82
32
2,726
556
1,513
531
3.7917
197,400
<1H OCEAN
-122.75
38.46
13
4,323
1,020
2,566
728
3.0147
142,800
<1H OCEAN
-118.37
33.95
35
924
349
1,376
358
2.2297
262,500
<1H OCEAN
-118.14
34.09
28
4,164
1,127
2,934
1,014
2.7483
218,800
<1H OCEAN
-120.96
37.64
41
1,467
328
673
310
2.7917
90,700
INLAND
-121.81
37.33
4
5,532
778
3,651
770
7.2982
343,000
<1H OCEAN
-120.16
36.96
18
508
104
393
114
3
156,300
INLAND
-117.16
34.05
23
3,215
462
1,411
435
6.0701
149,900
INLAND
-117.89
34.12
35
1,566
321
1,396
317
4.05
141,300
<1H OCEAN
-121.13
37.47
37
1,995
448
1,559
443
2.1833
92,700
INLAND
-118.91
34.22
15
5,644
757
2,659
783
6.7559
312,000
<1H OCEAN
-122.49
37.69
35
2,576
443
1,273
433
4.7391
272,800
NEAR OCEAN
-118.28
34.11
52
2,036
348
775
332
5.4122
397,500
<1H OCEAN
-118.19
34.12
52
679
132
483
163
4.2344
162,500
<1H OCEAN
-118.32
34.11
33
5,135
1,450
2,404
1,292
3.2462
435,700
<1H OCEAN
-117.22
34.15
9
2,524
352
1,139
362
6.2516
159,300
INLAND
-122.34
37.88
37
3,061
930
2,556
924
1.7375
350,000
NEAR BAY
-119.29
34.44
34
4,314
878
2,361
831
3.2279
243,100
NEAR OCEAN
-117.11
32.69
39
395
159
620
162
2.725
86,500
NEAR OCEAN
-118.13
33.79
44
2,153
375
947
364
5.0072
236,200
NEAR OCEAN
-117.25
32.82
19
5,255
762
1,773
725
7.8013
474,000
NEAR OCEAN
-122.18
37.78
50
1,642
322
713
284
3.2984
160,700
NEAR BAY
-119.71
34.42
52
1,411
324
1,091
306
4.1062
252,900
<1H OCEAN
-118.49
34.24
35
2,707
446
1,224
445
5.2939
244,200
<1H OCEAN
-118.14
33.86
44
1,276
234
538
213
4.8667
218,300
<1H OCEAN
-119.07
35.34
16
4,201
786
1,667
724
4.8839
134,100
INLAND
-118.38
34.05
49
702
null
458
187
4.8958
333,600
<1H OCEAN
-120.42
40.38
26
1,652
313
762
280
2.4757
85,600
INLAND
-122.49
37.6
33
3,507
669
1,697
660
4.0795
270,600
NEAR OCEAN
-117.96
33.87
35
1,972
367
1,152
356
3.7222
187,500
<1H OCEAN
-117.36
34.28
18
3,903
715
1,388
428
4.2386
157,200
INLAND
-118.32
33.79
35
2,924
658
1,675
602
3.8287
279,900
<1H OCEAN
-121.26
38.12
27
1,818
459
1,182
428
1.8575
73,800
INLAND
-122.16
37.73
52
2,260
416
994
412
4.1164
198,200
NEAR BAY
-122.32
37.91
34
2,669
647
1,341
555
2.6399
119,600
NEAR BAY
-124.16
40.79
52
1,264
277
591
284
1.7778
76,900
NEAR OCEAN
-121.92
37.68
23
1,655
223
706
219
7.2211
291,900
<1H OCEAN
-119.01
35.32
23
4,870
965
2,717
928
2.596
70,000
INLAND
-117.73
34.08
33
1,350
265
1,251
257
2.9063
115,200
INLAND
-118.72
34.28
18
2,229
371
1,283
379
5.5955
217,700
<1H OCEAN
-119.84
36.79
21
3,235
648
1,820
614
3.3447
71,400
INLAND
-122.15
37.68
30
2,261
443
929
383
4.2841
213,400
NEAR BAY
-117.37
33.95
32
2,215
351
771
311
4.3542
142,600
INLAND
-119.67
36.83
3
2,029
336
1,003
340
4.4356
111,300
INLAND
-117.24
34.15
26
2,041
293
936
375
6
140,200
INLAND
-121.32
38.21
27
2,643
467
1,455
444
3.6398
146,700
INLAND
-117.12
32.76
17
1,559
462
821
428
2.0139
150,000
NEAR OCEAN
-124.13
40.55
38
544
null
240
91
3.25
94,800
<1H OCEAN
-118.38
33.95
29
1,821
588
1,397
523
2.5833
187,500
<1H OCEAN
-122.29
37.92
35
583
88
235
84
5.943
288,200
NEAR BAY
-122.41
37.8
52
1,288
309
437
272
6.3245
500,001
NEAR BAY
-119.32
36.2
25
1,427
246
772
221
2.2262
64,500
INLAND
-121.65
39.16
16
5,022
1,103
2,087
956
2.3963
114,800
INLAND
-122.02
37.88
16
3,031
438
1,087
421
7.3732
287,300
NEAR BAY
-122.24
37.79
52
674
180
647
168
3.375
116,100
NEAR BAY
-121.34
38.66
18
4,164
963
2,032
898
2.119
133,100
INLAND
-117.09
32.64
38
2,095
536
1,240
550
2.7218
145,900
NEAR OCEAN
-117.04
32.62
27
1,710
282
1,089
297
4.6793
151,900
NEAR OCEAN
-117.95
34.08
34
2,278
476
1,728
448
3.125
154,100
<1H OCEAN
-118.36
33.98
45
1,559
305
891
341
4.4038
259,400
<1H OCEAN
-123.98
40.88
41
1,719
372
844
336
2.6923
84,200
<1H OCEAN
-118.28
34.26
32
1,079
207
486
167
4.9833
213,000
<1H OCEAN
-117.24
32.82
20
2,467
332
731
335
7.2559
392,300
NEAR OCEAN
-118.17
34.09
45
1,327
271
1,069
284
3.3977
153,800
<1H OCEAN
-118.31
34.06
24
1,336
453
1,268
426
2.8202
500,001
<1H OCEAN
-122.07
37.59
13
2,578
551
1,680
528
4.825
222,000
NEAR BAY
-118.06
33.73
16
4,392
602
1,490
578
10.5424
500,001
<1H OCEAN
-122.23
38.09
26
4,397
997
2,539
965
2.4875
90,000
NEAR BAY
-122.58
38.38
27
3,800
728
1,587
605
4.7237
306,600
<1H OCEAN
-121.06
37.45
33
1,401
299
915
282
3.4464
162,500
INLAND
-118.37
34.21
34
2,272
558
2,164
484
3.7143
175,700
<1H OCEAN
-122.19
37.44
39
4,402
618
1,616
631
8.9955
500,001
NEAR OCEAN
-119.28
35.99
20
2,911
597
1,746
588
1.7372
51,000
INLAND
-118.14
33.78
44
2,101
496
1,038
500
3.108
217,900
NEAR OCEAN
-118.19
33.85
45
1,167
302
773
287
3.2798
150,300
NEAR OCEAN
-119.08
36.22
28
1,606
320
1,158
317
3.0324
55,600
INLAND
-122.5
37.79
52
8
1
13
1
15.0001
500,001
NEAR BAY