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
-118.01
33.69
3
945
115
337
123
11.5199
500,001
<1H OCEAN
-120.99
37.68
28
3,269
647
1,595
617
2.2336
112,700
INLAND
-120.84
37.06
14
1,506
380
1,096
352
1.1301
78,500
INLAND
-122.21
38.28
35
1,273
210
555
181
4.4861
269,300
NEAR BAY
-117.43
34.11
17
4,109
884
2,544
780
2.7757
109,800
INLAND
-120.46
34.64
26
2,364
604
1,520
529
1.9444
129,400
NEAR OCEAN
-118.1
33.91
36
1,080
201
719
201
4.2679
175,800
<1H OCEAN
-117
32.64
11
3,098
490
1,391
484
4.9792
170,400
NEAR OCEAN
-118.13
34.01
40
2,412
629
2,119
600
2.075
151,100
<1H OCEAN
-123.34
39.1
24
5,372
1,051
3,002
992
3.0652
131,100
<1H OCEAN
-122.26
37.98
28
2,038
329
947
349
5.1178
198,000
NEAR BAY
-117.75
34.12
25
5,411
998
2,243
1,019
4.3148
240,700
INLAND
-118.47
34.2
20
3,939
1,143
2,475
1,002
2.9025
229,100
<1H OCEAN
-117.76
33.72
11
4,508
618
1,993
573
10.4498
386,100
<1H OCEAN
-122.66
38.46
14
2,364
631
1,300
625
2.6023
221,100
<1H OCEAN
-118.48
34.28
35
2,132
368
1,128
341
5.3107
227,100
<1H OCEAN
-116.98
32.62
6
7,995
1,458
4,771
1,376
4.7068
184,300
NEAR OCEAN
-121.35
38.55
18
4,481
780
2,211
775
3.9934
123,300
INLAND
-121.36
38.63
30
2,619
370
940
359
4.7283
164,500
INLAND
-117.27
34.12
52
954
246
943
256
0.8658
87,500
INLAND
-118.09
33.91
14
2,369
604
1,546
464
3.7969
159,400
<1H OCEAN
-116.02
34.18
8
569
97
312
96
4.3021
94,500
INLAND
-121.51
38.49
21
4,426
790
1,856
761
4.1
158,300
INLAND
-122.43
37.78
52
1,952
628
1,284
576
2.105
316,700
NEAR BAY
-118.22
34.05
41
1,422
478
1,640
434
1.6122
157,100
<1H OCEAN
-122.62
38.25
20
1,888
411
826
396
2.875
189,100
<1H OCEAN
-119.82
36.79
35
1,474
291
709
294
2.6522
65,900
INLAND
-118.28
33.93
41
936
257
913
226
2.0313
122,600
<1H OCEAN
-120.7
35.76
15
1,914
425
1,130
421
2.2165
90,600
<1H OCEAN
-118.24
33.85
25
9,594
1,489
5,237
1,496
5.9684
193,300
<1H OCEAN
-117.76
34.04
34
1,914
null
1,564
328
2.8347
115,800
INLAND
-118.28
34.24
32
2,542
526
1,278
493
4.45
263,600
<1H OCEAN
-118.25
34.03
52
1,274
418
1,655
368
2.1905
124,000
<1H OCEAN
-118.64
34.19
30
2,399
373
1,062
377
6.0094
245,600
<1H OCEAN
-122.49
37.69
36
1,344
258
782
265
4.5
275,600
NEAR OCEAN
-121.31
37.9
38
226
44
125
38
2.9
125,000
INLAND
-118.37
34.18
35
2,949
794
2,106
746
2.9228
177,300
<1H OCEAN
-122.3
38.3
44
3,690
809
1,922
736
2.6346
139,800
NEAR BAY
-118.9
34.19
26
1,582
196
573
182
10.0595
500,001
<1H OCEAN
-118.27
34.05
25
1,316
836
2,796
784
1.7866
325,000
<1H OCEAN
-117.03
32.65
14
1,111
142
472
145
7.6344
290,500
NEAR OCEAN
-119.79
36.79
19
1,524
448
960
386
1.5122
47,500
INLAND
-119.75
36.78
33
1,145
197
508
198
2.3333
81,300
INLAND
-121.28
37.95
49
1,200
364
1,448
318
1.1094
52,500
INLAND
-118.3
34.03
41
1,653
426
1,868
393
1.78
162,500
<1H OCEAN
-121.46
38.54
39
1,453
324
843
281
1.7692
63,900
INLAND
-117.58
34.09
27
754
200
746
185
1.9531
100,800
INLAND
-122.49
37.63
31
3,109
621
1,472
618
5.155
263,900
NEAR OCEAN
-118.43
33.99
42
2,558
558
1,328
541
4.875
301,300
<1H OCEAN
-122.56
37.97
52
1,833
324
735
306
4.6944
398,900
NEAR BAY
-124.03
40.45
34
1,006
213
443
158
2.6094
71,300
<1H OCEAN
-117.36
34.48
3
16,533
2,549
7,588
2,285
3.9792
122,100
INLAND
-119.08
36.09
25
1,880
339
1,003
315
2.7298
103,400
INLAND
-118.27
34.13
47
1,375
359
1,512
418
2.1071
208,900
<1H OCEAN
-117.66
34.09
20
2,462
496
1,117
458
3.2321
162,500
INLAND
-117.25
34.51
7
3,200
477
1,522
470
4.6914
142,200
INLAND
-118.17
33.83
45
1,808
315
800
302
4.8693
277,700
NEAR OCEAN
-118.13
33.9
36
1,477
305
788
291
3.625
195,800
<1H OCEAN
-122.07
37.93
25
7,201
1,521
3,264
1,433
3.7433
252,100
NEAR BAY
-118.45
35.62
18
2,304
527
782
390
1.4141
75,800
INLAND
-118.12
34.18
44
2,357
342
891
337
6.3467
352,700
INLAND
-121.28
37.83
32
696
151
443
144
2.5156
86,300
INLAND
-122.16
37.76
36
2,781
574
1,438
519
2.4598
155,500
NEAR BAY
-117.96
34.03
35
1,623
331
1,462
312
3.9803
152,600
<1H OCEAN
-118.08
33.89
41
834
166
603
179
3.7321
167,500
<1H OCEAN
-117.8
33.79
13
2,021
362
1,081
341
4.3269
231,400
<1H OCEAN
-117.2
32.84
32
2,033
394
989
389
3.2583
181,400
NEAR OCEAN
-121.89
37.21
14
5,636
697
2,281
680
8.4262
459,200
<1H OCEAN
-122.26
38
14
2,338
391
1,003
398
4.2269
170,500
NEAR BAY
-118.29
33.88
27
2,082
612
2,009
548
2.9063
184,100
<1H OCEAN
-121.32
38.7
16
2,966
578
1,365
480
3.2444
118,400
INLAND
-118.16
33.92
36
2,062
351
1,134
358
4.4881
218,900
<1H OCEAN
-122.26
37.54
13
1,422
295
395
195
5.3247
327,800
NEAR BAY
-121.19
38.04
35
703
117
290
107
3.225
177,100
INLAND
-122.24
37.43
36
2,410
361
934
377
7.652
500,001
NEAR OCEAN
-117.24
33.21
9
2,486
626
1,938
525
2.1293
151,400
<1H OCEAN
-118.41
34.04
52
1,907
261
681
249
10.9805
500,001
<1H OCEAN
-117.11
32.82
16
3,980
682
3,174
647
2.6607
175,000
NEAR OCEAN
-122
37.36
17
2,070
null
797
275
8.6155
411,200
<1H OCEAN
-119.72
36.72
15
1,713
246
766
232
6.8162
127,200
INLAND
-117.14
34.05
5
2,634
359
1,173
372
6.746
204,100
INLAND
-122.45
37.72
51
2,690
554
1,795
539
3.6581
225,000
NEAR BAY
-121.31
38.66
26
1,604
245
751
267
4.7381
140,500
INLAND
-118.15
34.7
36
2,696
454
1,192
452
3.9615
116,300
INLAND
-117.92
33.94
27
4,566
620
2,045
664
5.583
267,700
<1H OCEAN
-121.86
37.26
16
2,814
485
1,305
465
5.5121
224,100
<1H OCEAN
-118.94
37.13
12
2,255
472
1,006
334
4.1563
94,000
INLAND
-117.13
34.88
21
3,254
669
1,548
545
2.3373
57,100
INLAND
-118.37
33.86
28
2,685
581
1,243
529
4.119
324,000
<1H OCEAN
-117.18
32.74
20
1,165
269
459
244
3.175
191,700
NEAR OCEAN
-121.29
38.71
32
1,875
361
1,027
343
3.5769
103,800
INLAND
-120.92
37.63
39
45
8
22
9
1.7679
450,000
INLAND
-118.29
33.99
39
979
235
857
236
2.5547
108,900
<1H OCEAN
-124.16
40.6
39
1,322
283
642
292
2.4519
85,100
NEAR OCEAN
-117.85
33.79
52
1,963
430
1,197
415
3.8929
211,000
<1H OCEAN
-118.19
33.79
29
3,497
1,096
2,994
919
1.8109
137,500
NEAR OCEAN
-118.28
33.74
40
1,751
512
1,939
503
1.5394
200,000
NEAR OCEAN
-122.2
37.83
26
1,589
223
542
211
8.401
351,200
NEAR BAY
-117.66
34.14
11
3,628
469
1,488
463
7.0844
325,000
INLAND
-119.77
36.83
19
3,237
507
1,378
510
4.7804
101,100
INLAND