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
-118.36
33.85
36
1,390
230
683
219
4.8906
334,400
<1H OCEAN
-122.64
38.48
19
3,244
449
1,174
454
5.8369
255,700
<1H OCEAN
-121.96
37.39
20
1,032
229
658
238
4.5062
219,300
<1H OCEAN
-118.54
36.12
11
4,103
882
356
171
2.1029
99,100
INLAND
-117.15
32.92
16
2,366
392
1,482
407
4.9024
182,900
<1H OCEAN
-118.16
34.01
36
931
246
732
235
1.7679
142,800
<1H OCEAN
-118
33.77
24
1,324
267
687
264
3.4327
192,800
<1H OCEAN
-118.4
33.86
41
2,237
597
938
523
4.7105
500,001
<1H OCEAN
-122.7
38.44
42
709
182
547
172
2.1912
165,000
<1H OCEAN
-118.23
34.24
31
3,857
607
1,695
572
7.642
396,400
<1H OCEAN
-121.75
36.93
24
4,026
881
2,264
863
3.1327
218,100
<1H OCEAN
-118.43
34.23
35
1,225
228
720
231
3.4013
176,500
<1H OCEAN
-122.44
37.63
35
5,113
959
3,004
964
4.7625
281,300
NEAR OCEAN
-122.47
37.71
42
1,961
427
1,211
409
3.5156
239,400
NEAR OCEAN
-118.43
34.25
38
921
239
1,023
241
3.4514
151,900
<1H OCEAN
-117.12
33.27
11
3,016
601
1,727
541
4.9375
232,800
<1H OCEAN
-122.29
37.91
40
2,085
329
796
339
5.5357
273,700
NEAR BAY
-121.03
37.68
20
3,204
625
2,016
605
2.6567
110,400
INLAND
-119.73
36.76
30
1,548
282
886
311
3.1
71,300
INLAND
-116.96
32.79
17
5,236
1,325
3,308
1,233
2.3221
138,800
<1H OCEAN
-118.27
33.94
43
1,309
344
1,182
340
1.6625
88,700
<1H OCEAN
-120.66
35.26
15
5,540
1,319
2,383
1,165
2.2656
226,200
NEAR OCEAN
-118.24
34.24
31
3,812
595
1,645
591
7.585
380,100
<1H OCEAN
-121.35
38.66
8
3,322
805
1,694
774
2.7011
130,700
INLAND
-122.07
37.35
35
1,447
205
619
206
9.8144
500,001
<1H OCEAN
-118.46
34.25
32
2,217
422
1,064
427
3.6989
208,600
<1H OCEAN
-122.25
37.8
43
2,364
792
1,359
722
2.1429
250,000
NEAR BAY
-117.31
33.67
9
981
169
596
156
3.1832
157,400
<1H OCEAN
-118.41
34.25
19
280
84
483
87
1.95
137,500
<1H OCEAN
-117.12
32.75
20
1,406
413
850
412
2.3261
114,600
NEAR OCEAN
-118.15
34.11
52
1,000
192
363
158
4.2981
352,800
<1H OCEAN
-122.78
38.41
43
1,351
277
1,011
297
2.5917
144,000
<1H OCEAN
-118.14
33.76
50
2,960
761
1,179
718
3.5214
398,100
NEAR OCEAN
-118.11
34.18
52
3,571
510
1,434
490
5.9009
376,000
INLAND
-119.23
34.28
24
4,260
691
1,581
607
5.5048
303,600
NEAR OCEAN
-118.11
33.8
36
1,680
291
744
280
4.66
244,800
<1H OCEAN
-117.7
33.6
16
2,092
489
877
392
3.0461
216,900
<1H OCEAN
-115.49
32.87
19
541
104
457
106
3.3583
102,800
INLAND
-118.86
36.41
20
2,749
575
1,195
491
3.0391
139,700
INLAND
-120.92
37.65
23
505
124
163
129
1.3696
275,000
INLAND
-122.12
37.99
33
1,660
277
741
261
4.675
225,400
NEAR BAY
-118.26
34.01
38
697
208
749
206
1.4653
118,800
<1H OCEAN
-118.42
37.35
21
3,302
557
1,413
520
4.375
180,400
INLAND
-117.56
33.88
40
1,196
294
1,052
258
2.0682
113,000
INLAND
-118.41
34.04
49
601
95
228
106
8.0239
500,001
<1H OCEAN
-122.94
38.64
26
4,050
712
2,072
636
4.0781
287,800
<1H OCEAN
-115.73
32.8
44
472
81
206
57
2.2083
93,800
INLAND
-118.22
33.9
22
312
107
583
119
1.9423
98,400
<1H OCEAN
-117.64
35.61
10
2,656
506
1,349
501
4.25
83,200
INLAND
-118.19
34.22
32
10,626
1,504
4,353
1,482
9.8413
500,001
<1H OCEAN
-117.01
34.9
34
2,194
519
1,326
515
2.1056
72,000
INLAND
-121.24
38.01
22
1,526
299
790
300
2.4342
125,000
INLAND
-117.97
33.74
18
2,814
539
1,439
493
3.599
262,000
<1H OCEAN
-121.48
38.56
46
1,476
344
688
353
2.7316
134,700
INLAND
-118.2
33.79
47
767
195
569
195
2.9514
185,200
NEAR OCEAN
-118
34.1
34
2,249
460
1,544
441
3.4005
176,300
INLAND
-120.42
34.97
18
1,932
350
1,071
346
4.125
139,800
<1H OCEAN
-118.33
33.92
23
969
288
670
251
3.267
185,400
<1H OCEAN
-116.87
32.72
13
3,268
491
1,431
503
5.7652
259,900
<1H OCEAN
-117.51
34.02
24
7,779
1,835
3,996
1,765
2.1764
135,300
INLAND
-118.09
34.08
33
1,430
344
1,165
328
3.0357
206,000
<1H OCEAN
-118.07
33.91
35
2,228
463
1,558
427
4.023
157,700
<1H OCEAN
-117.12
32.8
29
2,863
534
1,392
522
3.8719
174,200
NEAR OCEAN
-121.21
37.8
45
370
84
167
70
1.4853
101,800
INLAND
-122.36
38.41
18
1,808
400
968
370
3.7067
175,000
INLAND
-121.82
37.25
25
4,021
634
2,178
650
5.1663
241,200
<1H OCEAN
-118.32
34.1
52
786
270
756
273
2.2311
206,300
<1H OCEAN
-117.19
32.78
34
4,108
664
1,659
644
4.4097
252,000
NEAR OCEAN
-119.05
35.42
41
1,992
421
1,006
419
2.8393
57,000
INLAND
-117.39
33.93
26
3,014
494
1,832
485
4.8333
127,900
INLAND
-117.03
32.74
37
821
150
404
135
3.0125
130,400
NEAR OCEAN
-118.17
33.77
25
4,405
1,262
2,178
1,090
3.0503
225,000
NEAR OCEAN
-118.22
34.07
36
839
250
1,079
245
1.7463
158,300
<1H OCEAN
-121.44
38.54
44
2,570
509
1,145
503
2.5694
92,400
INLAND
-119.79
36.76
52
2,408
498
1,361
465
2.1055
61,300
INLAND
-117.97
33.96
30
4,873
667
1,995
638
7.2472
441,900
<1H OCEAN
-121.07
39.05
10
1,813
311
827
287
3.6087
182,100
INLAND
-118.05
34.09
23
602
135
409
123
3.5268
146,400
<1H OCEAN
-121.7
38.6
16
2,372
588
1,400
583
2.8922
153,600
INLAND
-122.05
36.97
20
2,428
473
1,145
454
3.6797
263,800
NEAR OCEAN
-121.95
37.25
34
2,906
544
1,282
522
5.5127
268,200
<1H OCEAN
-118.46
34.2
22
4,855
1,350
2,519
1,258
3.0893
205,600
<1H OCEAN
-123.35
39.4
27
1,321
338
779
327
1.85
71,800
<1H OCEAN
-122.04
37.29
19
3,625
432
1,252
409
12.2145
500,001
<1H OCEAN
-122.39
40.53
28
1,427
304
692
285
2.125
80,800
INLAND
-117.13
32.7
38
1,445
392
1,286
357
1.4632
80,200
NEAR OCEAN
-121.22
37.97
37
1,514
337
1,121
337
2.401
58,400
INLAND
-121.33
37.96
42
1,619
340
906
339
2.5488
80,300
INLAND
-117.19
34.05
33
3,007
498
1,252
488
3.8816
134,600
INLAND
-118.45
34
43
1,606
408
862
354
3.962
345,800
<1H OCEAN
-118.13
33.97
34
1,736
297
823
292
5.4042
241,600
<1H OCEAN
-118.11
34.07
39
1,270
299
1,073
278
3.3088
186,600
<1H OCEAN
-118.44
34.26
34
325
60
433
83
5.5124
174,300
<1H OCEAN
-117.83
33.75
34
2,660
601
1,475
567
3.4152
210,200
<1H OCEAN
-118.07
33.79
26
4,422
624
1,936
625
6.4288
320,700
<1H OCEAN
-118.24
33.99
33
885
294
1,270
282
2.1615
118,800
<1H OCEAN
-118.36
34.17
46
1,268
240
661
239
4.0742
229,100
<1H OCEAN
-120.45
34.94
24
1,702
447
1,240
417
2.4091
115,500
<1H OCEAN
-118.04
33.84
21
6,623
1,204
3,193
1,129
4.5395
256,000
<1H OCEAN
-118.19
34.13
52
2,012
458
1,314
434
3.925
180,400
<1H OCEAN