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
-117.26
34.53
10
3,103
520
1,283
464
3.071
151,600
INLAND
-117.98
33.72
28
3,109
561
1,891
562
5.2655
243,100
<1H OCEAN
-120.7
35.32
46
118
17
6,532
13
4.2639
350,000
NEAR OCEAN
-118.19
33.95
44
1,436
271
850
269
3.2768
179,100
<1H OCEAN
-118.13
34.08
35
2,517
662
1,883
607
2.5787
223,000
<1H OCEAN
-117.11
34.43
14
3,026
556
1,349
485
2.8021
111,200
INLAND
-119.46
35.86
22
1,750
374
1,113
338
1.505
42,700
INLAND
-119.52
34.39
23
1,414
365
889
345
2.6397
250,000
NEAR OCEAN
-121.86
37.66
22
3,634
664
1,699
640
4.1597
293,200
INLAND
-117.88
33.85
34
1,127
185
588
181
4.375
224,700
<1H OCEAN
-122.04
39.72
23
2,502
481
1,443
455
2.5625
70,000
INLAND
-121.87
37.66
39
522
116
161
102
2.4896
238,500
INLAND
-118.43
33.82
34
2,112
614
946
574
4.6048
500,001
NEAR OCEAN
-117.71
33.63
16
1,565
274
950
280
5.8399
220,600
<1H OCEAN
-117.89
33.9
16
1,426
216
652
226
6.5284
288,700
<1H OCEAN
-116.17
33.67
18
3,585
800
3,873
788
2.5714
65,900
INLAND
-118.15
34.21
34
2,765
515
1,422
438
5.4727
238,900
INLAND
-121.44
38.62
37
3,009
733
1,513
588
1.4387
61,000
INLAND
-122.72
38.44
52
188
62
301
72
0.9437
129,200
<1H OCEAN
-122.47
37.72
46
1,453
306
817
310
3
246,700
NEAR OCEAN
-118.56
34.19
34
1,237
242
671
221
3.9615
183,600
<1H OCEAN
-122.7
38.35
14
1,555
369
493
335
1.6033
67,500
<1H OCEAN
-121.8
36.68
18
8,581
1,957
6,071
1,889
3
162,200
<1H OCEAN
-117.64
33.87
2
17,470
2,727
5,964
1,985
6.2308
257,900
<1H OCEAN
-118.11
34.15
40
1,950
509
1,038
438
2.6172
196,100
<1H OCEAN
-120.44
34.95
38
3,004
794
2,601
747
2.2743
106,400
<1H OCEAN
-122.15
37.44
52
1,400
217
522
227
4.9861
500,001
NEAR BAY
-122.06
40.55
17
3,057
577
1,497
556
3.5189
101,000
INLAND
-122.43
37.72
49
3,427
696
2,363
661
3.6885
254,000
NEAR BAY
-117.88
33.83
25
1,785
248
750
251
6.8407
266,700
<1H OCEAN
-122.35
37.93
41
268
75
198
82
3.2222
156,300
NEAR BAY
-122.54
38.14
16
4,431
603
1,659
630
7.5412
392,100
NEAR BAY
-117.91
34.08
35
1,443
266
861
262
3.5795
186,900
<1H OCEAN
-118.36
33.83
36
1,660
300
943
300
5.1984
353,600
<1H OCEAN
-118.24
34.12
41
1,213
301
801
300
3.1806
204,200
<1H OCEAN
-118.3
33.75
42
967
175
481
163
5.6611
265,600
<1H OCEAN
-121.97
38.34
16
2,331
450
1,074
400
4.0329
126,800
INLAND
-122.23
37.79
30
610
145
425
140
1.6198
122,700
NEAR BAY
-122.59
37.97
46
4,036
856
1,872
833
4.5625
275,200
NEAR OCEAN
-118.46
34.04
25
2,768
850
1,558
784
3.6976
360,000
<1H OCEAN
-116.95
33.75
23
4,676
1,096
2,770
1,057
1.7847
109,500
INLAND
-121.52
38.58
24
938
275
508
253
1.642
32,500
INLAND
-118.06
34.13
28
12,139
2,873
5,359
2,731
3.292
227,300
INLAND
-121.77
36.93
20
2,587
547
1,534
540
2.4375
190,400
<1H OCEAN
-119.37
36.35
20
1,132
177
518
178
5.3767
231,300
INLAND
-116.98
32.77
29
3,558
447
1,097
445
8.093
379,600
<1H OCEAN
-121.02
37.58
36
1,285
270
706
273
1.7169
121,400
INLAND
-117.93
34.07
34
1,409
305
819
273
3.3977
188,800
<1H OCEAN
-117.34
34.08
33
4,924
1,007
3,502
953
3.233
99,400
INLAND
-121.79
39.48
39
1,105
180
408
166
3.3929
82,100
INLAND
-117.25
34.04
18
5,761
1,063
2,763
1,058
4.4472
161,100
INLAND
-121.82
37.36
34
1,834
377
1,450
347
3.7188
161,500
<1H OCEAN
-117.71
33.64
14
2,945
356
1,293
335
8.111
308,900
<1H OCEAN
-120.93
37.67
6
3,491
657
2,075
644
3.3844
138,500
INLAND
-122.76
38.46
14
4,794
767
2,252
768
4.2061
213,100
<1H OCEAN
-122.32
37.55
44
2,151
411
849
370
4.4583
397,100
NEAR OCEAN
-118.46
34.22
35
2,288
617
2,222
566
2.6299
170,700
<1H OCEAN
-118.16
34.69
35
3,114
583
1,974
545
3.9028
126,800
INLAND
-116.99
32.72
15
825
130
334
131
4.0391
169,500
<1H OCEAN
-117.98
34.02
33
3,512
632
1,971
598
4.4653
193,200
<1H OCEAN
-117.68
34.11
16
3,190
471
1,414
464
5.5292
208,600
INLAND
-119.34
36.2
12
1,632
378
1,303
315
2.0333
54,400
INLAND
-117.04
32.54
7
938
297
1,187
282
1.2667
67,500
NEAR OCEAN
-119.01
36.06
25
1,505
null
1,392
359
1.6812
47,700
INLAND
-118.42
34.26
37
1,789
424
2,279
411
3.9
138,600
<1H OCEAN
-121.89
37.35
44
1,668
380
1,143
365
3.2083
181,900
<1H OCEAN
-117.2
32.8
33
2,573
436
1,084
443
4.2417
294,100
NEAR OCEAN
-117.4
34.06
17
5,451
1,008
3,533
940
3.9191
101,600
INLAND
-121.87
37.27
25
1,730
226
721
243
7.5845
279,300
<1H OCEAN
-117.05
32.61
26
1,563
286
1,145
313
3.8615
139,300
NEAR OCEAN
-117.4
33.94
30
1,198
251
1,019
214
3.0509
82,700
INLAND
-121.77
37.65
16
4,290
554
1,952
576
7.3588
327,500
INLAND
-118.46
33.99
41
885
285
562
268
3.1992
303,800
<1H OCEAN
-118.25
34.14
25
5,980
1,856
5,217
1,772
2.506
184,500
<1H OCEAN
-122.28
37.77
27
3,997
1,073
1,901
966
3.75
242,800
NEAR BAY
-122.46
37.77
52
1,824
388
799
363
3.75
435,700
NEAR BAY
-119.7
34.43
52
1,364
460
804
400
2.375
293,800
<1H OCEAN
-117.83
33.66
4
1,011
198
511
198
7.9217
296,200
<1H OCEAN
-118.19
33.94
45
1,403
315
1,111
311
3.3846
168,100
<1H OCEAN
-118.18
34.03
44
1,629
420
1,893
387
2.2991
137,500
<1H OCEAN
-118.36
33.87
19
2,512
575
1,275
544
4.9375
293,000
<1H OCEAN
-121.34
38.59
23
2,912
421
1,132
410
5.9174
225,900
INLAND
-122.09
37.7
31
2,053
336
867
329
4.3375
241,800
NEAR BAY
-123.36
39.41
46
1,748
362
808
330
2.9183
76,900
<1H OCEAN
-118.14
34.57
6
9,882
1,892
4,892
1,621
3.7636
167,600
INLAND
-118.41
34.23
35
1,026
195
753
185
4.5909
179,200
<1H OCEAN
-117.9
33.71
16
1,917
317
1,324
351
6.2488
252,000
<1H OCEAN
-122.06
37.68
30
5,367
1,207
2,667
1,047
3.1796
170,300
NEAR BAY
-119.89
36.73
43
524
93
302
93
2.6146
81,300
INLAND
-120.43
38.02
15
1,613
299
655
251
3.6875
186,000
INLAND
-121.88
37.4
9
6,751
null
4,240
1,438
5.34
257,400
<1H OCEAN
-122.41
38.16
37
1,549
null
863
275
2.7457
254,700
NEAR BAY
-122.06
37.73
5
3,596
467
1,738
512
7.0568
412,500
NEAR BAY
-118.14
33.95
37
1,462
243
600
236
5.2015
302,000
<1H OCEAN
-122.14
37.84
24
2,131
343
874
373
5.6349
355,600
NEAR BAY
-121.84
37.32
16
1,866
364
1,835
412
5.3363
212,800
<1H OCEAN
-118.23
34.11
31
1,021
191
495
191
5.5051
223,500
<1H OCEAN
-119.58
36.11
21
2,004
385
1,397
398
2.2169
61,600
INLAND
-121.31
38.58
10
2,421
580
962
497
2.5035
112,500
INLAND
-122.01
37.97
32
3,012
527
1,288
512
3.6449
211,500
NEAR BAY