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
-117.23
32.73
44
1,168
263
509
256
2.7273
269,700
NEAR OCEAN
-117.92
33.83
52
1,514
301
855
293
3.6042
166,400
<1H OCEAN
-121.94
37.33
37
818
269
576
261
2.1902
250,000
<1H OCEAN
-120.13
39.06
22
2,465
539
381
146
2.875
87,500
INLAND
-122.08
37.72
31
3,866
531
1,368
521
6.187
340,400
NEAR BAY
-119.44
36.59
28
1,343
330
1,331
305
1.516
56,700
INLAND
-119.29
34.28
38
2,387
748
1,537
741
2.3147
192,500
NEAR OCEAN
-117.3
32.85
28
2,334
694
770
552
3.1324
500,001
NEAR OCEAN
-122.07
37.86
23
1,025
205
263
191
3.12
155,000
NEAR BAY
-118.6
34.07
16
319
59
149
64
4.625
433,300
<1H OCEAN
-119.74
36.72
25
3,972
842
2,863
729
2.1304
58,500
INLAND
-118.01
34.11
36
1,722
320
794
322
4.2132
212,200
INLAND
-118.49
34.03
31
3,155
808
1,208
745
3.6769
450,000
<1H OCEAN
-118.29
33.96
32
3,508
917
2,794
839
1.554
100,000
<1H OCEAN
-118.16
34.18
44
1,870
389
1,345
391
1.8932
136,100
<1H OCEAN
-122.01
37.3
25
4,044
551
1,699
533
8.0837
380,600
<1H OCEAN
-118.43
34.11
27
10,806
1,440
3,511
1,352
12.7296
500,001
<1H OCEAN
-118.12
33.82
42
1,493
277
671
267
3.2794
224,500
<1H OCEAN
-121.33
38.7
15
2,226
421
1,004
417
2.7868
117,800
INLAND
-118.37
34.09
33
3,180
865
1,347
841
4.0651
500,001
<1H OCEAN
-121.01
37.61
5
3,655
696
2,316
647
3.4703
129,300
INLAND
-120.69
35.25
15
4,210
899
1,933
867
2.794
262,500
NEAR OCEAN
-118.09
33.84
27
1,594
295
1,061
320
4.7917
217,700
<1H OCEAN
-119.05
34.36
22
1,815
506
2,428
473
2.8417
162,500
<1H OCEAN
-120.85
37.49
39
2,840
733
2,606
737
1.9429
76,400
INLAND
-122.06
37.6
18
1,726
276
1,186
310
5.3226
231,700
NEAR BAY
-123.03
38.79
16
4,047
769
1,998
673
3.375
171,900
<1H OCEAN
-117.67
34.12
15
3,162
495
1,145
473
5.3525
191,700
INLAND
-121.42
38.64
42
1,720
382
1,069
362
1.8611
60,500
INLAND
-117.77
33.51
29
3,590
772
1,070
603
4.4464
500,001
<1H OCEAN
-120.75
37.44
27
2,295
424
1,252
350
3.6182
123,200
INLAND
-117.88
34
32
265
51
170
50
3.9375
187,500
<1H OCEAN
-121.3
38.51
19
822
134
457
133
4.15
157,500
INLAND
-118.15
34.05
31
3,362
799
1,939
754
3.5089
305,800
<1H OCEAN
-117.33
34.13
18
3,009
740
2,317
659
1.6375
72,400
INLAND
-117.23
33.16
2
4,624
946
2,091
808
3.6736
214,500
NEAR OCEAN
-119.31
36.3
20
1,256
209
566
195
4.0221
86,300
INLAND
-121.79
37.31
22
2,199
361
1,270
386
5.1149
235,700
<1H OCEAN
-118.12
33.91
36
2,053
386
1,023
394
3
216,600
<1H OCEAN
-117.74
34.04
27
2,215
440
1,987
449
3.0429
129,600
INLAND
-122.36
37.94
27
844
249
583
265
0.9687
105,800
NEAR BAY
-117.76
35.63
12
2,014
372
1,027
356
3.9261
101,300
INLAND
-121.45
38.37
32
1,441
261
629
249
4.4519
137,500
INLAND
-119.12
35.85
37
736
166
564
138
2.4167
58,300
INLAND
-118.32
33.94
36
1,722
280
830
261
4.0536
189,000
<1H OCEAN
-118.32
34.04
39
2,965
812
2,638
794
2.532
172,700
<1H OCEAN
-118.26
34.24
35
1,535
283
816
287
6.1873
312,100
<1H OCEAN
-117.47
33.98
8
12,106
1,913
5,810
1,717
4.9886
158,100
INLAND
-117.95
35.13
4
2,630
502
1,150
422
4.25
104,400
INLAND
-122.03
37.33
23
4,221
671
1,782
641
7.4863
412,300
<1H OCEAN
-117.82
33.88
18
1,982
300
1,027
324
7.0526
327,500
<1H OCEAN
-121.26
38.73
14
3,323
499
1,527
540
5.3451
172,100
INLAND
-118.07
33.99
35
1,625
302
1,134
288
4.5595
164,900
<1H OCEAN
-119.01
35.24
6
80
16
66
21
3.125
65,000
INLAND
-118.19
34.19
34
2,061
260
825
254
15.0001
500,001
<1H OCEAN
-118.26
33.96
39
1,255
323
902
327
1.5812
94,000
<1H OCEAN
-116.89
33.79
12
701
130
434
110
2.0577
56,700
INLAND
-121.74
39.15
20
2,302
412
1,205
399
2.8
71,200
INLAND
-122.02
37.31
35
2,355
384
1,248
378
5.9714
332,500
<1H OCEAN
-117.4
33.95
46
2,189
423
866
389
3.1384
111,500
INLAND
-121.17
37.88
22
1,283
256
3,082
239
3.5365
111,800
INLAND
-122.39
37.79
52
94
24
113
27
4.6563
350,000
NEAR BAY
-121.24
37.94
5
2,232
488
1,857
435
2.8705
113,600
INLAND
-122.43
37.78
29
1,310
364
1,009
379
1.3844
177,500
NEAR BAY
-119.67
37.27
13
5,087
981
2,284
913
2.7413
123,100
INLAND
-117.88
33.84
31
3,301
712
1,532
682
3.7303
223,800
<1H OCEAN
-122.71
37.88
21
2,845
552
599
250
4.3125
495,800
NEAR OCEAN
-117.95
34.11
29
1,986
448
2,013
432
3.1034
140,800
INLAND
-121.15
40.25
14
5,156
880
616
281
3.3462
145,200
INLAND
-118.29
33.84
34
2,617
558
1,396
515
5.061
218,000
<1H OCEAN
-118.37
33.82
32
2,815
607
1,338
609
4.5687
381,200
<1H OCEAN
-117.05
33.13
20
7,746
2,035
5,370
1,838
2.3762
98,500
<1H OCEAN
-117.09
32.76
10
1,922
577
1,595
545
1.5208
118,800
NEAR OCEAN
-121.97
37.25
32
2,892
496
1,193
492
6.131
367,800
<1H OCEAN
-118.32
33.89
45
1,928
453
1,323
458
4.2813
210,100
<1H OCEAN
-118.41
34.28
32
2,574
531
2,609
472
3.7566
146,700
<1H OCEAN
-118.35
34.1
20
2,745
782
1,161
739
3.9044
436,400
<1H OCEAN
-117.93
33.88
52
2,157
362
1,001
373
5.1237
240,000
<1H OCEAN
-122.07
37.38
26
1,272
306
562
284
4.5644
280,200
NEAR BAY
-122.45
37.74
46
6,429
1,093
2,535
1,109
5.0887
335,100
NEAR BAY
-118.02
34.62
38
248
55
261
53
2.1413
96,900
INLAND
-119.84
36.81
18
2,789
378
937
364
7.7062
188,300
INLAND
-117
32.79
31
3,256
726
1,595
706
3.4773
155,800
<1H OCEAN
-122.12
37.64
40
432
102
264
77
3.8875
228,100
NEAR BAY
-121.91
37.69
18
2,876
423
1,395
427
6.3132
259,200
<1H OCEAN
-117.75
34.1
21
8,069
2,174
4,369
2,036
3.2756
156,800
INLAND
-122.38
40.58
34
1,262
267
520
259
1.6983
72,600
INLAND
-117.31
33.25
13
3,075
630
1,843
674
2.8558
97,100
<1H OCEAN
-122.04
38.24
30
2,081
456
1,005
438
1.9954
92,900
INLAND
-117.1
32.75
11
2,393
726
1,905
711
1.3448
91,300
NEAR OCEAN
-120.8
38.51
23
1,001
195
369
157
3.125
96,400
INLAND
-117.65
33.48
10
3,484
582
1,469
556
5.4188
402,200
<1H OCEAN
-121.89
36.59
18
2,700
937
1,042
744
3.1364
150,000
NEAR OCEAN
-118.44
33.88
35
2,020
451
724
399
6.6494
500,001
NEAR OCEAN
-121.82
37.31
15
1,504
294
1,267
291
5.5145
219,400
<1H OCEAN
-118.56
34.18
39
1,819
291
770
278
5.4088
457,300
<1H OCEAN
-118.37
34.18
33
1,829
512
1,345
500
3.1629
198,900
<1H OCEAN
-120.84
37.51
20
1,901
313
1,258
320
3.8958
126,800
INLAND
-122.31
37.5
22
14,034
3,020
6,266
2,952
4.3939
491,200
NEAR OCEAN
-118.13
34.15
24
1,125
341
579
321
2.8125
141,700
<1H OCEAN