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
-121.97
38.34
11
1,500
319
899
304
4.5568
127,200
INLAND
-117.22
33.22
17
3,675
672
1,693
597
3.3882
190,800
<1H OCEAN
-117.07
32.71
36
2,448
475
1,268
450
2.5682
109,100
NEAR OCEAN
-122.89
38.93
20
1,214
247
504
223
2.7188
105,700
<1H OCEAN
-118.12
34.69
17
2,479
390
1,219
363
4.6417
125,700
INLAND
-120.82
37.49
25
1,611
285
882
261
3.5547
122,400
INLAND
-118.28
34.07
14
1,924
926
2,226
792
2.2552
265,900
<1H OCEAN
-117.86
33.74
9
525
171
1,257
165
3.375
165,300
<1H OCEAN
-117.14
32.76
32
2,587
681
1,246
650
2.1727
145,500
NEAR OCEAN
-118.25
33.94
44
1,463
312
940
312
2.3333
99,800
<1H OCEAN
-124.1
40.73
33
644
129
334
121
3.9659
111,800
NEAR OCEAN
-118.23
33.97
44
2,748
715
2,962
703
2.6951
169,300
<1H OCEAN
-121.84
37.28
18
2,749
633
1,779
561
3.925
166,100
<1H OCEAN
-118.08
34.01
36
1,248
322
1,282
326
3.2031
147,600
<1H OCEAN
-117.23
32.99
17
2,718
326
1,011
319
15.0001
500,001
NEAR OCEAN
-117.13
33.89
4
1,611
239
275
84
3.5781
244,400
INLAND
-117.98
33.86
25
1,025
266
726
183
3.875
137,500
<1H OCEAN
-122.24
38.11
52
2,050
492
1,277
463
3.0507
107,300
NEAR BAY
-121.09
37.56
32
1,717
325
1,356
307
2.6705
91,900
INLAND
-117.97
33.88
11
1,454
247
635
236
6.2427
218,500
<1H OCEAN
-118.22
34.67
28
2,357
408
1,162
384
4.3636
179,700
INLAND
-122.26
37.54
5
3,264
442
1,607
453
9.1415
500,001
NEAR BAY
-120.4
34.85
26
2,384
385
1,323
400
4.8185
157,900
<1H OCEAN
-117.25
32.78
21
1,479
484
658
384
2.45
350,000
NEAR OCEAN
-118.31
34.16
38
2,347
665
1,317
547
3.2112
349,300
<1H OCEAN
-122.57
38.03
24
2,330
322
911
320
6.5253
387,700
NEAR BAY
-121.7
37.96
33
2,396
452
1,391
465
3.2813
151,400
INLAND
-119.88
34.43
16
2,206
541
1,227
554
3.75
223,100
NEAR OCEAN
-116.51
33.84
16
980
193
454
185
4.0729
100,000
INLAND
-118.28
33.91
41
620
133
642
162
2.6546
159,600
<1H OCEAN
-117.93
33.62
34
2,125
498
1,052
468
5.6315
484,600
<1H OCEAN
-118.2
33.96
41
1,512
400
1,690
367
3.055
167,000
<1H OCEAN
-121.79
37.33
18
3,611
614
2,381
642
5.6345
231,000
<1H OCEAN
-121.07
39.22
52
2,432
495
928
435
2.425
121,100
INLAND
-118.14
34.68
25
1,703
342
775
309
4.5455
126,500
INLAND
-117.59
33.67
29
1,223
215
633
204
6.5143
279,800
<1H OCEAN
-121.98
37.31
32
2,248
460
1,191
419
5.606
288,900
<1H OCEAN
-118.33
33.96
24
6,513
1,290
2,636
1,271
4.2099
189,800
<1H OCEAN
-122.16
37.76
45
2,299
514
1,437
484
2.5122
95,500
NEAR BAY
-119.3
36.33
44
2,060
414
819
355
2.8795
77,000
INLAND
-122.53
37.94
18
878
255
384
247
4.7344
200,000
NEAR BAY
-118.03
33.7
15
3,244
421
1,259
413
7.7854
395,300
<1H OCEAN
-119.87
36.79
7
1,932
419
1,014
389
3.0938
76,700
INLAND
-117.17
34.08
5
1,473
228
842
257
4.875
138,100
INLAND
-118.4
33.98
36
2,526
452
996
441
5.611
456,600
<1H OCEAN
-122.3
38.25
18
3,548
880
1,476
699
3.7188
163,400
NEAR BAY
-117.38
33.97
30
2,953
703
1,406
580
2.6895
150,000
INLAND
-122.1
37.61
35
2,361
458
1,727
467
4.5281
173,600
NEAR BAY
-118.32
33.93
37
2,379
462
1,327
445
4.25
172,100
<1H OCEAN
-117.25
32.8
37
1,096
260
490
267
3.2663
270,600
NEAR OCEAN
-120.84
35.31
23
3,100
603
1,515
609
2.8493
196,100
NEAR OCEAN
-118.64
34.22
16
4,312
574
1,902
574
8.4438
390,000
<1H OCEAN
-118.32
33.99
49
1,407
269
889
283
1.9779
114,200
<1H OCEAN
-121.3
37.98
47
2,373
461
990
444
4.175
98,300
INLAND
-121.63
40.92
23
1,922
411
872
350
2.2337
64,500
INLAND
-122.42
37.79
6
670
301
655
284
3.4423
117,500
NEAR BAY
-117.1
32.58
33
393
76
330
80
4.1029
122,700
NEAR OCEAN
-118.29
33.79
16
1,867
571
951
498
3.3427
154,200
<1H OCEAN
-121.45
38.53
38
1,746
388
1,142
315
1.7714
69,900
INLAND
-118.57
34.21
23
4,891
793
2,447
765
5.8798
270,500
<1H OCEAN
-118.6
34.15
28
4,570
744
1,693
695
6.14
361,900
<1H OCEAN
-117.07
32.69
20
2,192
406
1,766
393
4.0921
135,000
NEAR OCEAN
-119.53
34.38
22
2,323
727
1,301
478
2.7864
300,000
NEAR OCEAN
-122.21
37.43
20
975
134
324
146
9.7796
500,001
NEAR OCEAN
-122.42
37.71
44
2,080
489
1,781
478
3.6827
215,300
NEAR BAY
-118.02
33.95
38
2,139
426
1,138
412
4.2917
168,900
<1H OCEAN
-121.46
38.52
34
1,279
285
963
268
2.71
65,600
INLAND
-117.68
33.61
19
2,962
405
1,295
440
6.0689
248,000
<1H OCEAN
-123.28
40.77
25
767
206
301
121
1.625
79,200
INLAND
-117.95
33.78
32
2,296
560
1,376
532
3.7303
188,500
<1H OCEAN
-118.3
33.9
13
2,455
661
1,975
618
2.9559
173,600
<1H OCEAN
-119.73
36.81
19
1,699
356
994
368
2.7778
79,700
INLAND
-118.17
33.79
36
948
303
1,042
301
1.55
100,000
NEAR OCEAN
-118.33
33.98
32
1,784
489
1,472
476
1.6477
108,900
<1H OCEAN
-122.52
37.95
37
350
57
179
69
6.2862
500,001
NEAR BAY
-122.41
37.62
39
3,119
758
1,807
696
3.2216
242,700
NEAR OCEAN
-121.82
37.42
13
3,752
572
1,581
526
6.1091
329,400
<1H OCEAN
-117.88
33.78
26
1,813
421
1,235
343
3.5972
187,500
<1H OCEAN
-118.28
33.94
38
637
204
679
162
1.5714
89,700
<1H OCEAN
-121.31
37.96
52
1,938
332
788
320
3.6094
118,400
INLAND
-117.23
32.72
38
2,827
581
972
558
3.2361
500,001
NEAR OCEAN
-119.6
36.66
27
1,388
296
1,056
284
1.6094
55,200
INLAND
-116.73
34.52
16
1,247
315
433
159
1.0568
75,000
INLAND
-116.9
33.93
34
3,183
738
1,820
647
2.2321
71,800
INLAND
-122.41
37.77
52
1,963
565
1,628
524
2.6083
193,800
NEAR BAY
-118.37
34.14
8
4,382
1,560
2,138
1,411
3.5714
197,900
<1H OCEAN
-121.88
37.27
27
2,019
335
1,020
351
5.8178
267,400
<1H OCEAN
-117.8
33.68
5
623
146
396
136
3.631
225,000
<1H OCEAN
-118.37
34.03
41
1,425
285
838
296
3.9732
188,400
<1H OCEAN
-117.08
32.68
19
3,635
1,078
3,127
1,098
1.324
122,600
NEAR OCEAN
-118.36
33.96
17
3,431
934
2,365
810
3.0393
129,200
<1H OCEAN
-118.89
34.22
20
3,878
665
1,651
591
5.5402
264,600
<1H OCEAN
-117.29
33.15
11
2,560
445
952
448
4.0625
87,500
NEAR OCEAN
-122.28
37.89
52
2,070
329
722
306
5.4171
292,000
NEAR BAY
-122.42
37.77
52
1,925
568
867
515
2.879
450,000
NEAR BAY
-117.24
32.79
18
2,539
616
964
526
3.4306
275,000
NEAR OCEAN
-118.07
34.11
47
832
194
419
156
3.1576
225,000
<1H OCEAN
-121.44
38.5
20
2,033
586
1,281
521
1.4007
97,500
INLAND
-118.12
33.95
36
2,752
459
1,211
452
5.0526
269,800
<1H OCEAN
-118.3
33.72
28
2,647
658
1,459
595
3.4474
253,400
NEAR OCEAN