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
-121.4
38.56
22
2,623
357
838
368
7.143
327,800
INLAND
-118.1
34.13
47
2,234
276
749
260
15.0001
500,001
<1H OCEAN
-117.56
33.83
28
895
127
346
115
5.4788
339,300
INLAND
-121.94
37.33
37
1,822
329
845
348
4.75
251,100
<1H OCEAN
-118.31
34.03
52
1,902
406
1,233
385
2.8295
132,200
<1H OCEAN
-118.07
34.07
19
1,554
393
1,427
370
3.125
207,100
<1H OCEAN
-117.26
34.16
31
3,538
658
1,715
663
3.7125
98,000
INLAND
-121.66
37.93
19
2,055
358
1,064
350
4.7426
263,100
INLAND
-122
37.28
35
3,133
541
1,449
555
5.7295
346,100
<1H OCEAN
-122.3
37.53
40
1,833
308
751
306
6
384,200
NEAR OCEAN
-121.74
39.38
27
2,596
435
1,100
409
2.3243
85,500
INLAND
-118.42
33.85
43
1,584
477
799
433
5.0322
435,000
NEAR OCEAN
-122.23
37.82
52
3,494
396
1,192
383
12.3804
500,001
NEAR BAY
-121.97
37.56
13
8,918
1,823
4,518
1,772
4.8052
254,000
<1H OCEAN
-115.51
33.24
32
1,995
523
1,069
410
1.6552
43,300
INLAND
-122.23
37.84
50
2,515
399
970
373
5.8596
327,600
NEAR BAY
-121.83
37.21
14
2,714
361
1,259
375
7.7738
387,500
<1H OCEAN
-124.05
40.94
14
1,452
217
516
181
5.0329
165,600
NEAR OCEAN
-118.29
33.98
42
2,833
768
2,542
725
1.3479
100,000
<1H OCEAN
-121.93
36.6
33
3,455
683
1,704
663
4.0154
225,700
NEAR OCEAN
-118.08
34.11
42
2,628
525
1,494
523
3.9464
257,200
<1H OCEAN
-118.26
33.93
35
1,562
403
1,587
406
1.4917
93,200
<1H OCEAN
-119.12
35.41
12
5,589
941
3,018
917
4.4561
96,900
INLAND
-118.11
33.94
37
1,434
262
786
256
4.4375
244,900
<1H OCEAN
-117.93
33.61
27
1,806
465
791
358
3.8125
366,700
<1H OCEAN
-122.73
38.34
44
743
155
434
162
2.5819
209,600
<1H OCEAN
-118
33.81
17
2,142
436
946
412
3.7059
146,300
<1H OCEAN
-115.57
32.78
15
1,413
279
803
277
4.3021
87,500
INLAND
-122.43
37.77
52
4,397
1,116
1,939
1,053
2.7587
354,500
NEAR BAY
-121.35
38
22
3,564
730
1,539
699
3.675
152,400
INLAND
-121.92
38.03
16
2,176
464
1,410
434
3.5436
100,200
INLAND
-119.66
34.44
26
2,790
413
1,014
397
6.5631
500,001
<1H OCEAN
-119.51
34.46
28
3,506
563
1,362
483
6.091
500,001
<1H OCEAN
-118.29
34.05
34
1,102
null
1,325
439
1.5972
168,800
<1H OCEAN
-118.07
33.86
17
3,666
562
2,104
579
5.6818
338,900
<1H OCEAN
-119.19
36.34
33
2,199
403
1,245
394
2.73
96,900
INLAND
-119.52
36.71
21
1,834
321
1,120
314
2.59
69,300
INLAND
-118.35
34.16
42
2,267
478
1,083
458
3.2015
250,000
<1H OCEAN
-121.35
38.56
16
2,629
491
1,265
485
4.5066
140,200
INLAND
-121.9
38.01
16
2,604
454
1,696
481
4.6628
136,000
INLAND
-120.08
34.64
18
2,375
429
1,048
369
4.2222
375,000
NEAR OCEAN
-117.98
33.84
31
1,252
225
714
226
4.6042
220,700
<1H OCEAN
-122.03
38.25
13
3,334
541
1,923
538
4.0905
134,800
INLAND
-121.26
38.67
18
1,830
313
905
361
4.2273
141,800
INLAND
-117.6
33.43
21
3,951
562
1,392
543
5.1439
414,000
NEAR OCEAN
-122.01
37.06
19
4,113
767
2,006
732
5.1121
308,100
NEAR OCEAN
-121.66
37.11
19
3,785
611
2,198
610
5.1514
436,700
<1H OCEAN
-118.34
33.93
33
4,294
1,224
4,512
1,189
2.8304
143,700
<1H OCEAN
-118.46
34.19
35
1,491
295
779
309
6.1142
256,300
<1H OCEAN
-119.29
36.32
35
1,898
481
1,123
433
1.1419
62,900
INLAND
-117.14
32.9
16
3,217
null
2,054
687
4.2234
162,100
<1H OCEAN
-121.9
37.45
18
4,900
814
2,984
758
6.6176
276,200
<1H OCEAN
-118.01
33.84
28
4,097
838
2,112
803
4.5
202,100
<1H OCEAN
-118.37
34.06
36
1,661
395
690
365
3.3438
500,001
<1H OCEAN
-122.55
38.1
26
5,188
892
2,341
906
5.0029
255,600
NEAR BAY
-119.9
37.49
13
2,230
443
920
361
3
112,000
INLAND
-118.01
33.82
31
1,960
380
1,356
356
4.0625
225,900
<1H OCEAN
-117.79
33.77
23
3,596
451
1,292
458
8.5403
451,300
<1H OCEAN
-118.3
34.18
5
5,492
1,549
2,997
1,405
3.3205
172,100
<1H OCEAN
-122.2
37.79
49
882
195
737
210
2.6667
122,000
NEAR BAY
-122.02
37.53
21
4,280
673
2,216
681
5.7072
242,200
NEAR BAY
-117.27
34.06
20
5,258
1,514
3,780
1,404
2.025
85,700
INLAND
-121.87
37.39
16
2,655
487
1,862
448
6.057
246,800
<1H OCEAN
-121.89
37.33
42
1,279
358
1,254
340
2.2583
192,500
<1H OCEAN
-118.28
34.09
52
1,739
464
938
482
2.4429
228,800
<1H OCEAN
-117.14
32.74
47
1,494
327
689
304
3.125
172,700
NEAR OCEAN
-122.72
38.44
52
1,059
281
627
273
1.5357
137,500
<1H OCEAN
-122.39
37.59
33
2,064
299
813
303
6.0374
500,001
NEAR OCEAN
-118.26
33.85
25
2,324
326
1,087
328
5.293
207,000
<1H OCEAN
-118.7
34.24
28
2,405
462
1,011
378
4.504
204,300
<1H OCEAN
-118.33
34.03
39
2,840
826
1,911
688
1.9018
137,500
<1H OCEAN
-118.24
33.83
22
7,368
1,367
4,721
1,342
4.8438
213,100
<1H OCEAN
-118.36
33.84
35
1,577
279
743
274
5.7654
343,000
<1H OCEAN
-122.02
38
28
2,965
533
1,591
472
4.6375
178,200
NEAR BAY
-118.64
34.19
28
3,274
571
1,424
521
4.4167
247,300
<1H OCEAN
-120.47
37.29
16
749
222
1,277
224
1.2054
60,900
INLAND
-119.1
36.21
38
727
173
559
176
2.4653
49,500
INLAND
-122.47
37.61
34
4,551
837
2,208
834
5.4364
279,300
NEAR OCEAN
-118.27
33.81
10
1,881
571
1,769
553
3.9286
114,000
<1H OCEAN
-122.03
37.6
24
2,077
383
1,488
389
4.5721
214,700
NEAR BAY
-121.96
37.95
13
3,216
765
1,627
715
3.0859
167,800
INLAND
-118.24
33.93
32
779
201
861
219
1.0625
89,800
<1H OCEAN
-118.13
34.15
9
2,099
625
1,252
554
3.1875
173,100
<1H OCEAN
-122.24
38.12
42
1,625
255
578
243
4.0114
166,900
NEAR BAY
-119.43
36.55
27
1,621
323
882
324
2.75
93,500
INLAND
-121.61
39.13
33
2,559
539
1,583
504
1.4727
53,000
INLAND
-121.25
37.97
34
1,288
344
846
293
1.7895
63,100
INLAND
-117.12
32.57
21
1,738
295
983
298
4.8274
174,100
NEAR OCEAN
-117.13
32.76
27
2,280
695
1,235
664
1.9392
142,900
NEAR OCEAN
-122.33
40.48
26
695
126
319
124
3.2788
101,600
INLAND
-118.17
33.88
42
1,645
371
1,161
351
3.0893
162,700
<1H OCEAN
-117.96
33.83
34
982
148
498
156
6.3214
220,800
<1H OCEAN
-120.94
37.6
30
3,257
574
1,804
588
3.5331
102,900
INLAND
-117.86
33.76
15
851
297
1,326
254
2.8289
117,500
<1H OCEAN
-118.33
33.72
25
6,191
1,081
2,297
1,023
6.4246
446,700
NEAR OCEAN
-121.79
36.64
11
32,627
6,445
28,566
6,082
2.3087
118,800
<1H OCEAN
-121.8
40.34
26
4,815
910
1,341
539
2.881
79,800
INLAND
-119.31
36.34
32
1,893
453
1,744
425
1.4729
54,100
INLAND
-122.45
37.77
52
2,645
626
1,275
553
3.35
492,900
NEAR BAY
-117.24
33.05
11
5,827
882
2,588
842
6.4027
344,200
NEAR OCEAN