Datasets:
food-ai-nexus
/
soil-listeria-us-land

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sample_id
int64
0
434
latitude
float64
26.1
48.6
longitude
float64
-123.54
-67.03
elevation_m
float64
1.22
3k
moisture
float64
0.01
3.53
total_nitrogen_pct
float64
0.01
2.44
total_carbon_pct
float64
0.12
35.8
ph
float64
3.6
8.81
organic_matter_pct
float64
0.22
62.2
aluminum_mg_kg
float64
-0.39
605
calcium_mg_kg
float64
19.7
78.7k
copper_mg_kg
float64
-0
4.21
iron_mg_kg
float64
0.11
690
potassium_mg_kg
float64
5.39
1.38k
magnesium_mg_kg
float64
0.7
3.21k
manganese_mg_kg
float64
0.27
353
molybdenum_mg_kg
float64
-0.07
0.3
sodium_mg_kg
float64
13.2
769
phosphorus_mg_kg
float64
0
231
sulfur_mg_kg
float64
0.48
8.6k
zinc_mg_kg
float64
0
28.8
precipitation_mm
float64
2.3
308
max_temperature_c
float64
-11.5
23.7
min_temperature_c
float64
-22.8
15.5
wind_speed_m_s
float64
1.92
6.65
open_water_pct
float64
0
72.5
developed_open_low_pct
float64
0
29.1
developed_open_high_pct
float64
0
56.5
barren_pct
float64
0
6.01
forest_pct
float64
0
95.3
shrubland_pct
float64
0
95.7
grassland_pct
float64
0.03
89.9
cropland_pct
float64
0
57.1
pasture_pct
float64
0
88.4
wetland_pct
float64
0
80.3
listeria_isolate_count
float64
0
8
0
43.2519
-116.3857
703.67
0.1257
0.0506
1.1209
8.407
0.7902
7.1197
10,626.6201
0.0777
1.3149
572.1545
264.3411
19.9925
0.0485
92.4784
64.4659
22.2837
0.1643
39.7
2.4216
-9.339
3.2569
1.9624
0.7281
0.0919
0
0
37.017
53.8268
0.2007
6.0928
0.0803
0
1
39.9348
-87.0725
232.7
0.3161
0.1773
2.5162
5.888
3.7276
38.674
1,221.0524
0.0507
5.8986
81.2598
181.5611
31.54
0.0303
30.4007
5.1598
10.0462
0.9193
80.6
1.0155
-8.9068
4.0018
1.3873
4.1066
0.5773
0.0086
38.8667
0.0424
0.6766
2.2341
51.753
0.3474
8
2
31.3279
-97.4986
193.66
0.2405
0.2447
7.6862
7.742
4.2729
-0.3142
34,624.9564
0.1188
0.3428
433.4133
235.5838
13.2833
0.1059
38.3745
5.911
25.7322
0.3423
42.775
14.2629
1.6758
3.3031
0.8427
3.1062
0.3025
0.1601
18.1465
0.9459
48.8378
3.7783
18.9835
4.8965
6
3
46.5298
-86.4401
236.74
0.805
0.3316
7.5276
4.513
15.1359
6.6599
671.9194
0
5.7174
91.3231
71.788
95.6462
0
40.9075
16.05
16.0007
3.5839
68.85
-4.6281
-12.0035
5.6033
35.578
0.8356
0.0399
0.1109
48.8298
0.0416
0.1573
0
0.0002
14.4067
0
4
34.846
-80.8044
160.54
0.2009
0.2066
3.2554
6.189
7.1452
6.2104
2,363.5117
0.0233
1.3959
71.5243
561.6306
52.9678
0.0169
38.5493
15.2441
8.6197
2.1256
156.8
10.8474
0.62
3.5075
2.0416
5.5868
2.2796
0.1582
70.1381
2.5925
3.7263
10.0539
1.8471
1.5759
8
5
33.4517
-85.85
319.69
0.3294
0.1891
5.2622
4.508
7.3714
59.9707
263.2588
0.0583
32.2823
137.3742
71.5194
41.4951
0.0194
146.1116
8.4076
26.8569
3.7405
178.2
9.9519
-1.0648
3.2556
0.2124
2.3745
0.035
0.0155
92.2608
1.6685
1.8456
1.2991
0.0036
0.285
8
6
45.0284
-93.4318
290.03
0.3099
0.2387
3.2809
7.391
4.5031
1.8365
7,860.0819
0
1.7181
166.6363
192.7094
13.5787
0
36.5087
11.791
10.9076
1.1714
30.1
-6.6571
-15.8832
3.1742
5.5135
25.1046
55.0418
0.6529
4.2535
0.0309
0.1912
3.0429
1.1258
5.0428
0
7
29.6828
-82.1997
25.58
0.0858
0.0634
1.4315
4.601
1.8868
7.602
269.2432
0.0516
0.5875
12.4228
30.4288
2.0624
0.0188
24.5194
2.4251
2.4243
1.3509
77.3
19.2374
8.3439
3.4907
8.4672
3.8202
2.1415
0.0621
47.3623
11.2626
2.3998
6.0116
0.0604
18.4124
0
8
33.9856
-83.3822
189.9
0.1593
0.2748
4.0066
4.793
5.7003
57.1492
781.4528
0.1366
9.282
99.1569
155.4768
70.4337
0.0252
35.6581
7.2758
16.9752
3.7147
195.7
11.0503
-0.0661
3.4281
0.7441
17.1317
21.6778
0.4076
40.185
0.3579
1.3659
11.0842
0.1334
6.9125
4
9
46.0168
-108.0352
900.65
0.1067
0.0773
1.7373
8.029
1.9553
8.0606
11,765.3638
0
1.2442
330.9902
861.7338
52.8568
0
35.2168
6.4682
13.8176
0.0759
11.1
0.7826
-13.5639
4.8914
1.9417
1.0703
1.3045
0.0298
1.8074
41.524
34.6206
2.3738
11.5609
3.7671
0
10
35.94
-79.0693
156.72
0.3949
0.1668
3.6806
5.017
4.77
89.0977
381.0827
0.0737
26.8746
32.4687
98.7081
174.0222
0.0347
25.9565
5.6659
19.8579
1.8987
148.925
10.7184
-0.2361
3.1135
0.7438
19.4235
11.9328
0.1503
56.485
0.478
1.1172
6.1035
0.3955
3.1704
6
11
46.7821
-110.7614
2,094.91
0.2002
0.2222
5.1385
6.338
7.874
51.7785
4,768.205
0
46.7615
334.5939
119.2154
63.7734
0
48.1312
13.2087
13.7221
1.389
15.25
-2.4535
-14.1019
4.1427
0
0.5739
0.257
0.0004
85.3311
8.9796
4.4511
0.1942
0
0.2127
0
12
41.5648
-70.6368
31.31
0.1422
0.0689
1.4839
3.6
1.244
23.4456
32.0603
0
6.6977
8.6301
17.3311
1.5642
0
20.7422
2.4336
4.6663
0.3479
223.025
2.1235
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6.6524
57.0945
6.0344
11.9077
1.4798
19.8538
0.348
0.9702
0.1217
0.0758
2.114
0
13
39.6573
-82.1305
258.15
0.2811
0.129
2.4729
6.001
3.61
11.3099
1,254.1605
0.0463
2.1564
41.1324
103.8032
52.4654
0.0241
25.7069
6.9125
10.1924
4.3894
99.85
2.7848
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3.9769
0.7403
4.6618
2.1123
0.5487
75.5258
0.8228
1.2158
13.5976
0.5621
0.2128
8
14
40.7093
-83.3011
270.17
0.3995
0.5066
5.447
5.41
8.26
11.31
3,477.41
0.19
3.31
308.02
361.91
27.06
0.04
36.93
15.74
23.22
2.16
82.1
1.129
-9.0229
4.3001
1.7179
3.2788
1.2771
0.9673
9.1383
0.0004
0.6092
9.0758
71.4492
2.4861
6
15
40.4144
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1,552.88
0.0956
0.1781
3.2228
7.797
2.9872
3.8104
21,288.0744
0.0022
0.4651
401.9915
400.6314
11.7574
0.0554
50.9557
54.9721
42.1278
0.3671
7.325
5.579
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4.7833
4.5731
8.5826
15.1138
0.0607
6.703
24.6782
26.6176
2.8788
6.549
4.2432
0
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45.8894
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1,790.3
0.0629
0.2071
4.8836
5.283
5.9504
52.601
1,198.2234
4.02
37.9799
228.0733
156.9355
55.4761
0
77.1044
11.156
8.5175
14.8109
19.925
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3.1815
0.0445
2.9656
2.0737
0.0013
68.2109
11.1675
14.8141
0.5673
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0.1547
0
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29.3392
-98.8853
233.32
0.2363
0.221
4.4684
7.606
3.4083
3.7986
40,159.8329
0.1635
36.3
377.6326
704.8368
97.2384
0.1114
204.7156
5.6744
793.7161
0.9136
29.725
16.2068
2.6384
2.8909
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6.6038
2.3925
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16.3902
47.6469
2.0962
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21.7072
2.3109
6
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36.3086
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379.51
0.1998
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2.4478
5.021
3.661
79.1889
696.498
0.0518
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85.9373
89.1649
48.9513
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7.3716
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44.4221
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6