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
-118.25
34
36
1,033
267
1,112
229
1.7237
105,800
<1H OCEAN
-121.84
37.33
26
1,934
408
2,059
416
3.6765
163,600
<1H OCEAN
-118.14
34.1
27
4,073
1,013
2,411
933
3.108
231,000
<1H OCEAN
-118.31
34.05
35
1,692
423
1,578
406
2.5313
305,800
<1H OCEAN
-118.3
37.17
22
3,480
673
1,541
636
2.75
94,500
INLAND
-118.52
34.19
42
881
170
464
163
2.9511
203,900
<1H OCEAN
-121.3
38.01
30
2,547
485
1,547
501
3.994
95,500
INLAND
-122.25
38.1
52
2,315
556
1,113
486
2.5042
147,900
NEAR BAY
-121.36
38.01
16
1,080
166
507
182
4.5278
166,900
INLAND
-117.19
34.27
16
7,961
1,147
879
280
5.2146
255,200
INLAND
-122.66
38.27
16
1,523
308
477
315
2.1696
75,000
<1H OCEAN
-121.54
39.6
15
886
204
576
205
2.1467
84,100
INLAND
-122.48
37.72
46
2,403
638
1,281
603
3.2321
112,500
NEAR OCEAN
-118.44
35.13
21
1,899
447
1,133
391
1.8636
67,900
INLAND
-118.42
34.19
34
2,622
572
1,997
573
3.338
222,500
<1H OCEAN
-117.17
34.05
29
4,007
700
1,576
696
3.1801
149,300
INLAND
-121.88
37.44
23
1,310
267
910
261
5.3994
237,900
<1H OCEAN
-122.17
37.88
33
3,626
502
1,348
480
7.6107
423,200
NEAR BAY
-124.18
40.78
37
1,453
293
867
310
2.5536
70,200
NEAR OCEAN
-121.82
37.37
40
802
149
445
143
4.0446
196,300
<1H OCEAN
-122.44
37.76
52
2,959
683
1,145
666
4.2222
361,600
NEAR BAY
-117.71
33.47
17
2,681
454
830
410
5.5507
345,700
<1H OCEAN
-122.44
37.72
52
1,380
272
847
284
3.7143
260,000
NEAR BAY
-118.19
34.05
37
349
79
276
64
3.2125
125,000
<1H OCEAN
-119.18
34.23
16
4,609
1,220
2,147
1,007
3.375
218,800
NEAR OCEAN
-121.59
39.79
20
743
171
395
168
1.625
88,300
INLAND
-116.98
32.88
12
7,320
1,279
4,048
1,249
4.3952
151,700
<1H OCEAN
-117.98
34.1
22
5,661
1,209
5,389
1,178
3.7727
159,700
INLAND
-122.19
37.73
45
1,528
291
801
287
1.2625
84,700
NEAR BAY
-117.88
33.74
19
2,261
642
3,545
635
2.5224
148,500
<1H OCEAN
-119.78
34.45
9
1,830
353
1,515
220
4.2109
450,000
NEAR OCEAN
-120.46
38.15
16
4,221
781
1,516
697
2.3816
116,000
INLAND
-121.77
37.24
12
10,236
1,878
5,674
1,816
4.747
261,100
<1H OCEAN
-119.27
36.32
9
3,631
635
1,881
628
4.7723
113,100
INLAND
-118.36
34.05
50
3,518
812
1,724
758
3.0833
338,100
<1H OCEAN
-118.19
33.81
21
1,835
427
1,038
384
4.4559
198,500
NEAR OCEAN
-121.28
37.94
35
2,680
634
2,188
611
1.9375
56,700
INLAND
-119.84
36.85
8
3,791
487
1,424
475
10.5144
345,900
INLAND
-116.46
33.79
10
6,960
1,487
1,130
661
2.1411
136,400
INLAND
-121.75
39.4
29
1,687
327
864
334
2.4943
81,900
INLAND
-120.85
37.07
16
1,795
362
1,642
340
2.5363
86,300
INLAND
-120.34
38.23
10
3,757
722
546
223
3.75
121,400
INLAND
-119.56
36.7
40
1,195
326
1,135
315
2.1182
58,900
INLAND
-121.07
39.2
45
204
62
133
51
1
90,600
INLAND
-117.05
32.8
23
3,309
401
1,116
386
7.916
330,600
<1H OCEAN
-122.45
37.79
52
1,457
215
495
208
10.7097
500,001
NEAR BAY
-117.22
32.81
24
730
196
335
203
3.5078
362,500
NEAR OCEAN
-116.86
32.87
17
5,799
921
2,630
843
5.0524
285,400
<1H OCEAN
-118.36
34.16
32
2,455
556
989
493
4.0764
325,000
<1H OCEAN
-122.63
38.34
15
2,153
345
979
335
5.1966
325,400
<1H OCEAN
-118.35
33.93
26
3,156
857
2,394
787
3.01
191,900
<1H OCEAN
-118.29
33.95
39
1,701
428
1,468
411
1.9702
93,200
<1H OCEAN
-117.68
35.62
30
2,994
741
1,481
581
2.1458
52,400
INLAND
-118.28
34.07
32
1,777
536
1,684
489
2.3636
190,000
<1H OCEAN
-122.47
37.95
16
3,769
839
1,986
815
3.9712
187,500
NEAR BAY
-121.84
36.62
26
32
8
27
10
2.225
150,000
<1H OCEAN
-119.05
35.32
11
7,035
1,455
3,525
1,387
3.4827
93,600
INLAND
-120.09
37
11
3,761
675
2,374
673
3.4598
74,600
INLAND
-118.21
34.1
36
2,000
533
1,234
535
3.7437
241,700
<1H OCEAN
-122.44
37.52
16
7,077
1,179
3,502
1,148
5.9919
345,100
NEAR OCEAN
-117.11
32.71
30
1,729
457
1,673
460
1.7
85,900
NEAR OCEAN
-122.28
41.38
15
5,266
1,031
2,147
885
2.8036
110,100
INLAND
-122.1
37.37
37
2,511
354
945
348
8.3924
500,001
NEAR BAY
-117.76
33.48
38
3,832
809
1,332
636
5.0044
381,200
<1H OCEAN
-118.29
33.88
21
4,946
1,231
3,186
1,167
3.3281
237,000
<1H OCEAN
-118.43
34.29
38
1,237
298
1,073
293
3.6726
154,600
<1H OCEAN
-118.14
33.86
43
2,104
382
1,071
396
5
208,900
<1H OCEAN
-117.21
34.04
14
3,063
426
1,570
419
6.2917
224,700
INLAND
-122.14
37.48
36
1,210
236
981
239
4.0039
148,900
NEAR BAY
-121.91
37.32
42
1,067
256
608
280
3.0096
180,800
<1H OCEAN
-122.3
38.29
20
1,789
434
1,113
398
2.4728
139,700
NEAR BAY
-118.28
34
42
855
284
890
247
1.2778
112,500
<1H OCEAN
-121.81
37.36
20
3,189
420
1,234
389
7.5813
374,100
<1H OCEAN
-121.82
36.86
17
1,573
272
142
55
2.1719
420,000
NEAR OCEAN
-117.39
33.97
48
1,915
348
1,060
376
3.4044
117,900
INLAND
-119.01
35.36
38
1,838
388
1,203
373
1.6797
60,700
INLAND
-115.6
32.87
3
1,629
317
1,005
312
4.1293
83,200
INLAND
-118.42
33.99
38
740
171
599
194
4.0893
248,900
<1H OCEAN
-117.96
33.65
21
2,030
318
910
311
7.8453
343,300
<1H OCEAN
-122.12
37.94
22
4,949
626
1,850
590
10.4549
500,001
NEAR BAY
-117.96
34.04
34
1,381
265
1,020
268
4.025
146,900
<1H OCEAN
-117.98
33.69
22
3,957
520
1,774
527
7.0907
350,200
<1H OCEAN
-118.38
33.75
23
8,277
1,290
3,176
1,159
7.6986
500,001
NEAR OCEAN
-120.66
40.41
52
2,081
478
1,051
419
2.2992
70,200
INLAND
-122.53
37.88
25
4,921
866
1,913
834
6.8742
413,100
NEAR BAY
-118.22
34.12
37
1,298
242
750
255
5.2049
240,800
<1H OCEAN
-122.13
37.46
35
1,321
300
1,133
287
3.7312
159,600
NEAR BAY
-118.23
33.96
42
1,977
570
2,406
557
2.5913
151,600
<1H OCEAN
-118.27
33.82
37
943
218
803
216
5.2287
191,100
<1H OCEAN
-117.21
33.97
3
18,356
2,537
8,437
2,342
5.6409
197,700
INLAND
-122.42
37.73
46
1,819
411
1,534
406
4.0132
229,400
NEAR BAY
-122.07
37.95
39
2,199
388
1,025
385
4.5893
190,000
NEAR BAY
-118.35
33.95
30
2,661
765
2,324
724
3.0519
137,500
<1H OCEAN
-119.02
35.34
38
1,463
294
692
295
2.3125
65,800
INLAND
-117.64
34.08
35
1,254
241
729
253
3.495
118,000
INLAND
-122.53
37.92
45
1,530
324
608
328
3.875
390,800
NEAR BAY
-122.51
37.89
27
2,674
565
1,233
547
3.4485
458,300
NEAR BAY
-121.76
37
21
1,416
269
779
200
3.1987
279,800
<1H OCEAN
-121.14
38.84
22
2,750
433
1,161
428
4.2143
236,500
INLAND
-122.78
38.97
11
5,175
971
2,144
792
3.0466
97,300
INLAND