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
-117.95
34.04
27
2,610
846
2,296
750
2.274
150,800
<1H OCEAN
-118.4
34.04
43
3,863
537
1,398
511
8.5938
500,001
<1H OCEAN
-117.66
34.08
36
1,485
236
623
261
3.3036
141,000
INLAND
-118.28
34.05
44
968
384
1,805
375
1.4801
212,500
<1H OCEAN
-117.64
33.68
4
5,687
970
2,677
938
6.5069
243,400
<1H OCEAN
-118.18
34.16
34
5,012
746
1,699
715
9.4987
500,001
<1H OCEAN
-122.65
38.92
30
70
38
20
13
4.125
112,500
INLAND
-118.15
34.14
45
543
191
454
181
2.3
55,000
<1H OCEAN
-122.33
38.33
15
3,193
468
1,303
426
5.3017
202,600
NEAR BAY
-121.62
39.12
35
2,787
587
1,431
601
2.5469
65,900
INLAND
-122.83
38.4
37
2,217
451
1,019
428
3.1217
178,500
<1H OCEAN
-118.08
34.1
36
2,679
548
1,605
533
3.5313
213,200
<1H OCEAN
-118.28
34.09
38
790
275
664
194
3.0357
175,000
<1H OCEAN
-118.08
33.99
36
2,024
590
2,028
573
2.8152
163,900
<1H OCEAN
-121.51
39.97
22
1,468
285
611
235
2.3036
73,000
INLAND
-118.27
34.02
40
561
284
662
205
0.9234
187,500
<1H OCEAN
-120.91
37.73
31
840
154
429
150
2.4063
170,200
INLAND
-117.48
33.91
22
3,611
666
1,869
649
4.2207
141,100
INLAND
-118.58
34.18
28
908
142
368
143
5.6159
340,500
<1H OCEAN
-119.44
36.59
32
1,153
236
761
241
2.825
67,600
INLAND
-119.33
36.3
11
3,045
null
1,563
516
5.4337
133,800
INLAND
-117.34
34.07
46
1,851
425
1,100
377
2.0461
90,500
INLAND
-119.21
34.26
10
3,150
781
1,582
653
4.2448
157,300
NEAR OCEAN
-118.06
34.16
46
1,467
298
816
267
3.6705
286,500
INLAND
-118.36
33.86
35
2,126
434
1,044
433
5.5456
297,400
<1H OCEAN
-117.92
33.61
18
1,538
425
425
288
5.3369
312,500
<1H OCEAN
-119.69
34.44
41
1,989
271
666
269
6.8406
500,001
<1H OCEAN
-117.1
32.69
11
3,071
911
2,812
774
1.2413
83,100
NEAR OCEAN
-118.07
33.92
36
1,560
320
1,348
314
3.622
174,000
<1H OCEAN
-122.08
37.35
33
2,398
317
832
314
10.3591
500,001
NEAR BAY
-117.71
33.6
25
3,011
714
893
654
2.3387
74,800
<1H OCEAN
-118.45
34.04
21
2,819
648
1,435
593
3.9489
360,200
<1H OCEAN
-117.71
33.63
16
2,497
500
1,357
456
4.5909
241,800
<1H OCEAN
-117.18
33.78
7
1,697
424
808
354
1.3417
169,300
INLAND
-118.18
33.86
43
2,752
645
1,674
614
3.6719
161,300
<1H OCEAN
-123.69
38.9
17
2,206
478
1,140
428
2.1985
95,300
NEAR OCEAN
-118.36
33.83
35
1,378
247
645
217
5.9143
343,400
<1H OCEAN
-118.02
34.07
21
3,245
959
3,528
887
2.3236
156,300
INLAND
-117.07
32.56
9
3,648
895
3,293
840
3.0992
142,600
NEAR OCEAN
-117.77
33.67
12
4,329
1,068
1,913
978
4.5094
160,200
<1H OCEAN
-121.82
37.29
16
2,085
394
1,705
391
5.0225
222,800
<1H OCEAN
-118.5
34.23
26
3,082
573
1,590
586
4.5167
319,000
<1H OCEAN
-121.38
38.69
35
2,943
554
1,460
510
2.6713
84,400
INLAND
-121.29
37.96
52
287
119
154
85
0.8738
75,000
INLAND
-116.99
32.79
26
3,623
703
1,609
669
3.744
165,800
<1H OCEAN
-118.08
33.95
32
1,962
387
1,274
398
4.8304
160,600
<1H OCEAN
-117.13
33.15
15
2,241
381
997
390
3.4833
193,200
<1H OCEAN
-118.43
34.01
41
1,527
279
746
285
6.4232
446,600
<1H OCEAN
-119.91
36.83
29
2,205
366
1,072
345
3.8056
165,400
INLAND
-118.3
33.75
48
1,958
386
1,098
380
4.625
273,400
<1H OCEAN
-116.6
33.49
16
3,730
827
1,346
592
2.183
113,500
INLAND
-116.9
33.03
11
3,213
634
1,975
579
3.475
167,200
<1H OCEAN
-122.41
37.79
52
3,302
869
1,178
727
3.3681
500,001
NEAR BAY
-122.34
40.63
10
2,183
369
1,061
325
3.6853
151,600
INLAND
-117.94
34.15
33
859
144
421
138
4.4821
220,100
INLAND
-118.32
33.86
34
495
90
269
93
6.4391
252,300
<1H OCEAN
-122.15
38.29
17
1,625
239
703
224
6.5891
328,800
NEAR BAY
-118.37
33.89
21
2,696
548
1,142
473
5.6091
356,800
<1H OCEAN
-118.85
34.14
24
1,999
244
759
247
8.7657
366,300
<1H OCEAN
-121.92
37.28
26
6,201
783
2,381
819
7.9819
397,000
<1H OCEAN
-120.64
35.46
6
5,876
1,406
2,877
1,304
2.5437
146,400
<1H OCEAN
-116.97
32.76
33
3,071
466
1,348
513
6.1768
228,900
<1H OCEAN
-120.06
39.01
19
2,967
528
112
48
4.0714
437,500
INLAND
-117.89
33.77
32
2,342
570
1,445
453
4.1951
195,000
<1H OCEAN
-115.58
33.88
21
1,161
282
724
186
3.1827
71,700
INLAND
-119.02
35.43
39
2,033
370
956
379
3.1736
70,700
INLAND
-120.97
37.43
27
1,380
null
810
262
2.1875
137,500
INLAND
-119.77
36.86
7
4,139
544
1,843
562
8.2737
193,500
INLAND
-118.37
34.1
37
407
67
100
47
15.0001
500,001
<1H OCEAN
-116.97
33.74
20
3,674
792
1,498
758
2.2161
76,900
INLAND
-117.95
34.05
34
1,428
227
890
249
5.8722
204,800
<1H OCEAN
-117.01
34.01
15
5,592
891
2,419
840
4.7193
135,200
INLAND
-115.62
33.04
17
1,009
231
745
217
2.0463
61,200
INLAND
-118.13
33.84
48
1,895
294
881
293
6.3364
307,400
<1H OCEAN
-120.67
38.76
35
2,104
403
1,060
400
2.1682
138,100
INLAND
-118.32
33.93
34
1,536
273
804
287
4.9615
157,800
<1H OCEAN
-123.21
39.18
17
2,772
576
1,501
584
2.6275
142,100
<1H OCEAN
-122.21
37.83
40
4,991
674
1,616
654
7.5544
411,500
NEAR BAY
-118.18
33.78
26
3,042
1,253
4,812
1,141
1.7701
146,200
NEAR OCEAN
-119.79
36.77
30
1,610
410
1,000
397
2.0357
60,200
INLAND
-121.36
38.58
25
3,196
406
978
419
8.4699
344,000
INLAND
-118.18
33.77
41
2,048
601
852
533
2.5726
193,800
NEAR OCEAN
-121.28
37.92
30
1,061
230
851
195
2.4412
61,600
INLAND
-118.31
34.08
26
1,609
534
1,868
497
2.7038
227,100
<1H OCEAN
-122.17
38.07
15
2,125
278
857
272
6.4599
219,700
NEAR BAY
-118.19
33.78
8
992
393
694
331
2.5544
162,500
NEAR OCEAN
-117.69
34.03
20
6,374
1,412
3,690
1,350
3.4184
162,500
INLAND
-118.56
34.06
24
2,332
349
761
325
7.3031
500,001
<1H OCEAN
-118.25
33.98
47
617
162
754
144
2.2969
116,700
<1H OCEAN
-118.32
34.1
31
622
229
597
227
1.5284
200,000
<1H OCEAN
-118.46
34.18
35
1,819
465
1,336
419
3.4583
253,200
<1H OCEAN
-121.92
37.31
26
3,242
780
2,100
741
3.1107
247,900
<1H OCEAN
-117.93
33.65
29
1,253
375
1,198
362
3.5179
225,000
<1H OCEAN
-122.19
37.44
38
3,383
456
1,203
465
9.3198
500,001
NEAR OCEAN
-121.37
38.6
35
3,137
544
1,312
549
3.788
136,800
INLAND
-117.91
34.14
42
2,225
485
1,544
464
2.2442
166,700
INLAND
-122.42
37.75
52
2,112
528
1,227
513
3.5536
400,000
NEAR BAY
-119.9
36.79
22
1,970
332
1,066
319
3.3125
106,100
INLAND
-116.37
33.72
17
8,626
1,859
3,497
1,337
3.312
121,300
INLAND
-124.13
40.79
29
2,474
453
1,130
427
2.8833
83,000
NEAR OCEAN