date
[character] |
1. (Empty string) | 2. 2014 | 3. 2015 | 4. 2014-11-15 | 5. 2014-11-13 | 6. 2014-11-30 | 7. 2014-11-14 | 8. 2014-11-20 | 9. 2014-11-22 | 10. 2014-10-15 | [ 28 others ] |
|
324680 | ( | 99.8% | ) | 110 | ( | 0.0% | ) | 110 | ( | 0.0% | ) | 42 | ( | 0.0% | ) | 41 | ( | 0.0% | ) | 38 | ( | 0.0% | ) | 33 | ( | 0.0% | ) | 22 | ( | 0.0% | ) | 22 | ( | 0.0% | ) | 17 | ( | 0.0% | ) | 245 | ( | 0.1% | ) |
|
 |
0
(0.0%) |
reference
[character] |
1. (Empty string) | 2. AfSIS_DT | 3. TAMASA | 4. Wortmann et al 2009 | 5. Li et al. (2011) | 6. Kihara_et al. 2017_M | 7. Wang et al. (2011) | 8. Kihara_Wkenya | 9. Woldeab etal. 1991 | 10. Amelong et al. (2017 | [ 937 others ] |
|
295326 | ( | 90.8% | ) | 2279 | ( | 0.7% | ) | 2011 | ( | 0.6% | ) | 1919 | ( | 0.6% | ) | 893 | ( | 0.3% | ) | 767 | ( | 0.2% | ) | 733 | ( | 0.2% | ) | 467 | ( | 0.1% | ) | 320 | ( | 0.1% | ) | 248 | ( | 0.1% | ) | 20397 | ( | 6.3% | ) |
|
 |
0
(0.0%) |
plot_id
[character] |
1. (Empty string) | 2. 305 | 3. 106 | 4. 209 | 5. 301 | 6. 306 | 7. 309 | 8. 205 | 9. 303 | 10. 304 | [ 48587 others ] |
|
245722 | ( | 75.5% | ) | 50 | ( | 0.0% | ) | 49 | ( | 0.0% | ) | 48 | ( | 0.0% | ) | 48 | ( | 0.0% | ) | 48 | ( | 0.0% | ) | 48 | ( | 0.0% | ) | 47 | ( | 0.0% | ) | 47 | ( | 0.0% | ) | 47 | ( | 0.0% | ) | 79206 | ( | 24.3% | ) |
|
 |
0
(0.0%) |
planting_date
[character] |
1. (Empty string) | 2. 2015 | 3. 2014 | 4. 2013 | 5. 2019 | 6. 2016 | 7. 2017 | 8. 2012 | 9. 2018 | 10. 2020 | [ 4212 others ] |
|
40491 | ( | 12.4% | ) | 19722 | ( | 6.1% | ) | 14142 | ( | 4.3% | ) | 11595 | ( | 3.6% | ) | 6634 | ( | 2.0% | ) | 6280 | ( | 1.9% | ) | 5924 | ( | 1.8% | ) | 4872 | ( | 1.5% | ) | 4305 | ( | 1.3% | ) | 3828 | ( | 1.2% | ) | 207567 | ( | 63.8% | ) |
|
 |
0
(0.0%) |
emergence_date
[IDate,
Date] |
min : 2009-07-31 | med : 2016-07-16 | max : 2020-12-28 | range : 11y 4m 28d |
|
150 distinct values |
 |
321873
(98.9%) |
transplanting_date
[IDate,
Date] |
min : 1991-08-15 | med : 2014-07-06 | max : 2015-09-05 | range : 24y 0m 21d |
|
273 distinct values |
 |
322741
(99.2%) |
flowering_date
[character] |
1. (Empty string) | 2. 2016-09-24 | 3. 2016-09-25 | 4. 2017-08-21 | 5. 2016-09-14 | 6. 2016-09-26 | 7. 2017-07-24 | 8. 2017-08-09 | 9. 2017-08-30 | 10. 2016-09-19 | [ 299 others ] |
|
322468 | ( | 99.1% | ) | 72 | ( | 0.0% | ) | 62 | ( | 0.0% | ) | 58 | ( | 0.0% | ) | 55 | ( | 0.0% | ) | 48 | ( | 0.0% | ) | 48 | ( | 0.0% | ) | 48 | ( | 0.0% | ) | 48 | ( | 0.0% | ) | 45 | ( | 0.0% | ) | 2408 | ( | 0.7% | ) |
|
 |
0
(0.0%) |
maturity_date
[IDate,
Date] |
min : 1998-11-25 | med : 2016-11-11 | max : 2019-10-29 | range : 20y 11m 4d |
|
159 distinct values |
 |
323089
(99.3%) |
harvest_date
[character] |
1. (Empty string) | 2. 2014 | 3. 2015 | 4. 2017-11-01 | 5. 2017 | 6. 2020 | 7. 2018 | 8. 2016 | 9. 2019 | 10. 2013 | [ 4029 others ] |
|
139523 | ( | 42.9% | ) | 6326 | ( | 1.9% | ) | 6012 | ( | 1.8% | ) | 3677 | ( | 1.1% | ) | 3655 | ( | 1.1% | ) | 3629 | ( | 1.1% | ) | 3413 | ( | 1.0% | ) | 3319 | ( | 1.0% | ) | 3291 | ( | 1.0% | ) | 3013 | ( | 0.9% | ) | 149502 | ( | 45.9% | ) |
|
 |
0
(0.0%) |
growth_stage
[character] |
1. (Empty string) | 2. maize had six fully | 3. Post maize harvestin |
|
325109 | ( | 99.9% | ) | 68 | ( | 0.0% | ) | 183 | ( | 0.1% | ) |
|
 |
0
(0.0%) |
LTE_name
[character] |
1. (Empty string) | 2. LTCCE-HP | 3. WARDA |
|
311507 | ( | 95.7% | ) | 13481 | ( | 4.1% | ) | 372 | ( | 0.1% | ) |
|
 |
0
(0.0%) |
season
[character] |
1. (Empty string) | 2. dry | 3. early wet | 4. late wet | 5. Long rainy season | 6. second | 7. first | 8. 2017 | 9. rabi | 10. wet | [ 49 others ] |
|
285354 | ( | 87.7% | ) | 4995 | ( | 1.5% | ) | 4542 | ( | 1.4% | ) | 4328 | ( | 1.3% | ) | 2995 | ( | 0.9% | ) | 2880 | ( | 0.9% | ) | 2784 | ( | 0.9% | ) | 2209 | ( | 0.7% | ) | 2184 | ( | 0.7% | ) | 2087 | ( | 0.6% | ) | 11002 | ( | 3.4% | ) |
|
 |
0
(0.0%) |
flooded
[logical] |
|
|
 |
324137
(99.6%) |
on_farm
[logical] |
|
52535 | ( | 18.1% | ) | 238113 | ( | 81.9% | ) |
|
 |
34712
(10.7%) |
is_survey
[logical] |
|
|
 |
19065
(5.9%) |
treatment
[character] |
1. (Empty string) | 2. Check | 3. CA+Mz/leg | 4. CA+Mz | 5. conventional tillage | 6. reduced irrigation w | 7. zero tillage | 8. NPK | 9. conservation_agricul | 10. control | [ 6237 others ] |
|
158656 | ( | 48.8% | ) | 5736 | ( | 1.8% | ) | 5705 | ( | 1.8% | ) | 5674 | ( | 1.7% | ) | 4500 | ( | 1.4% | ) | 4500 | ( | 1.4% | ) | 4500 | ( | 1.4% | ) | 4381 | ( | 1.3% | ) | 4017 | ( | 1.2% | ) | 3901 | ( | 1.2% | ) | 123790 | ( | 38.0% | ) |
|
 |
0
(0.0%) |
rep
[integer] |
Mean (sd) : 16.2 (74.2) | min ≤ med ≤ max: | 0 ≤ 3 ≤ 757 | IQR (CV) : 2 (4.6) |
|
758 distinct values |
 |
195096
(60.0%) |
crop
[character] |
1. maize | 2. wheat | 3. rice | 4. soybean | 5. common bean | 6. durum wheat | 7. (Empty string) | 8. cassava | 9. sorghum | 10. groundnut | [ 118 others ] |
|
157791 | ( | 48.5% | ) | 28364 | ( | 8.7% | ) | 20136 | ( | 6.2% | ) | 19291 | ( | 5.9% | ) | 18955 | ( | 5.8% | ) | 15056 | ( | 4.6% | ) | 11353 | ( | 3.5% | ) | 11122 | ( | 3.4% | ) | 7677 | ( | 2.4% | ) | 7057 | ( | 2.2% | ) | 28558 | ( | 8.8% | ) |
|
 |
0
(0.0%) |
variety
[character] |
1. (Empty string) | 2. CRIOLLA (SEMILLA DE | 3. CRIOLLO (BLANCO) | 4. PINTO SALTILLO | 5. Hybrid | 6. Sammaz 15 | 7. OTRA (ESPECIFIQUE) | 8. DKC 80-53 | 9. Denda'a | 10. PAN 53 | [ 6164 others ] |
|
99339 | ( | 30.5% | ) | 8904 | ( | 2.7% | ) | 6994 | ( | 2.1% | ) | 4249 | ( | 1.3% | ) | 3787 | ( | 1.2% | ) | 3609 | ( | 1.1% | ) | 3414 | ( | 1.0% | ) | 3387 | ( | 1.0% | ) | 3384 | ( | 1.0% | ) | 3207 | ( | 1.0% | ) | 185086 | ( | 56.9% | ) |
|
 |
0
(0.0%) |
variety_code
[character] |
1. (Empty string) | 2. CD22344-A-8M-1Y-1M-1 | 3. CD91B1938-6M-030Y-03 | 4. CD91Y636-1Y-040M-030 | 5. CDSS02B01285T-0TOPB- | 6. CDSS04Y00724T-0TOPB- | 7. CDSS04Y00746T | 8. CDSS95B00181S-0M-1Y- | 9. CGSS02Y00004S-2F1-6Y | 10. CGSS95B00014T-099Y-0 | [ 374 others ] |
|
307442 | ( | 94.5% | ) | 108 | ( | 0.0% | ) | 108 | ( | 0.0% | ) | 108 | ( | 0.0% | ) | 108 | ( | 0.0% | ) | 108 | ( | 0.0% | ) | 108 | ( | 0.0% | ) | 108 | ( | 0.0% | ) | 108 | ( | 0.0% | ) | 108 | ( | 0.0% | ) | 16946 | ( | 5.2% | ) |
|
 |
0
(0.0%) |
variety_type
[character] |
1. (Empty string) | 2. hybrid | 3. Improved | 4. improved | 5. inbred | 6. OPV | 7. opv | 8. bush bean | 9. Hybrid | 10. climbing bean | [ 15 others ] |
|
307083 | ( | 94.4% | ) | 5782 | ( | 1.8% | ) | 2381 | ( | 0.7% | ) | 1998 | ( | 0.6% | ) | 1179 | ( | 0.4% | ) | 1069 | ( | 0.3% | ) | 1005 | ( | 0.3% | ) | 938 | ( | 0.3% | ) | 612 | ( | 0.2% | ) | 602 | ( | 0.2% | ) | 2711 | ( | 0.8% | ) |
|
 |
0
(0.0%) |
intercrops
[character] |
1. (Empty string) | 2. none | 3. legume | 4. maize | 5. cowpea | 6. pearl millet | 7. pigeon pea | 8. common bean | 9. Gliricidia | 10. common bean; maize | [ 21 others ] |
|
292998 | ( | 90.1% | ) | 18408 | ( | 5.7% | ) | 6010 | ( | 1.8% | ) | 3300 | ( | 1.0% | ) | 1449 | ( | 0.4% | ) | 897 | ( | 0.3% | ) | 619 | ( | 0.2% | ) | 178 | ( | 0.1% | ) | 170 | ( | 0.1% | ) | 168 | ( | 0.1% | ) | 1163 | ( | 0.4% | ) |
|
 |
0
(0.0%) |
intercrop_type
[character] |
1. (Empty string) | 2. mixed | 3. monocrop | 4. strip |
|
325109 | ( | 99.9% | ) | 182 | ( | 0.1% | ) | 19 | ( | 0.0% | ) | 50 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
previous_crop
[character] |
1. (Empty string) | 2. maize | 3. cowpea | 4. rice | 5. soybean | 6. wheat | 7. groundnut | 8. common bean | 9. faba bean; potato | 10. sorghum | [ 84 others ] |
|
287477 | ( | 88.4% | ) | 10571 | ( | 3.2% | ) | 7345 | ( | 2.3% | ) | 2788 | ( | 0.9% | ) | 2332 | ( | 0.7% | ) | 1857 | ( | 0.6% | ) | 1590 | ( | 0.5% | ) | 1338 | ( | 0.4% | ) | 1152 | ( | 0.4% | ) | 1096 | ( | 0.3% | ) | 7814 | ( | 2.4% | ) |
|
 |
0
(0.0%) |
crop_rotation
[character] |
1. (Empty string) | 2. maize;soybean | 3. maize;maize | 4. none | 5. maize | 6. groundnut | 7. soybean | 8. rice | 9. maize;legume | 10. maize; soybean | [ 72 others ] |
|
312687 | ( | 96.1% | ) | 2135 | ( | 0.7% | ) | 1766 | ( | 0.5% | ) | 1594 | ( | 0.5% | ) | 1130 | ( | 0.3% | ) | 1084 | ( | 0.3% | ) | 1005 | ( | 0.3% | ) | 416 | ( | 0.1% | ) | 278 | ( | 0.1% | ) | 239 | ( | 0.1% | ) | 3026 | ( | 0.9% | ) |
|
 |
0
(0.0%) |
dmy_roots
[numeric] |
Mean (sd) : 97.2 (356.9) | min ≤ med ≤ max: | 0 ≤ 8.7 ≤ 2582.1 | IQR (CV) : 11.7 (3.7) |
|
2133 distinct values |
 |
320627
(98.5%) |
dmy_stems
[numeric] |
Mean (sd) : 4843.2 (2553.7) | min ≤ med ≤ max: | 76.9 ≤ 4522.1 ≤ 36140.6 | IQR (CV) : 2802.5 (0.5) |
|
7744 distinct values |
 |
308939
(95.0%) |
dmy_leaves
[numeric] |
Mean (sd) : 879.5 (955.3) | min ≤ med ≤ max: | 23.9 ≤ 546 ≤ 5757.5 | IQR (CV) : 1222 (1.1) |
|
608 distinct values |
 |
324536
(99.7%) |
dmy_storage
[numeric] |
Mean (sd) : 5681.2 (4850.9) | min ≤ med ≤ max: | 0 ≤ 4293 ≤ 45773 | IQR (CV) : 4658.8 (0.9) |
|
4952 distinct values |
 |
319341
(98.2%) |
dmy_total
[numeric] |
Mean (sd) : 7040.1 (7536.5) | min ≤ med ≤ max: | 0 ≤ 5137.2 ≤ 80721 | IQR (CV) : 9637.9 (1.1) |
|
17874 distinct values |
 |
300736
(92.4%) |
dmy_residue
[numeric] |
Mean (sd) : 5488.5 (4360.8) | min ≤ med ≤ max: | 0 ≤ 4432.6 ≤ 33160 | IQR (CV) : 6158.4 (0.8) |
|
7762 distinct values |
 |
317057
(97.4%) |
fwy_stems
[numeric] |
Mean (sd) : 7182 (3153.1) | min ≤ med ≤ max: | 698.1 ≤ 6951.8 ≤ 20289.4 | IQR (CV) : 4536.1 (0.4) |
|
1382 distinct values |
 |
323920
(99.6%) |
fwy_leaves
[numeric] |
Mean (sd) : 1812.3 (981.3) | min ≤ med ≤ max: | 0 ≤ 1725.1 ≤ 7482.8 | IQR (CV) : 1374.4 (0.5) |
|
1361 distinct values |
 |
323675
(99.5%) |
fwy_total
[numeric] |
Mean (sd) : 13548.2 (86767.1) | min ≤ med ≤ max: | 0 ≤ 2716.7 ≤ 1718800 | IQR (CV) : 7975.1 (6.4) |
|
6934 distinct values |
 |
314113
(96.5%) |
fwy_residue
[numeric] |
Mean (sd) : 3836.9 (3955.5) | min ≤ med ≤ max: | 0 ≤ 3209.4 ≤ 111903.6 | IQR (CV) : 4447.6 (1) |
|
27937 distinct values |
 |
287731
(88.4%) |
yield_part
[character] |
1. grain | 2. (Empty string) | 3. seed | 4. none | 5. roots | 6. pod | 7. tubers | 8. leaves | 9. aboveground biomass | 10. stems | [ 2 others ] |
|
172541 | ( | 53.0% | ) | 91964 | ( | 28.3% | ) | 31416 | ( | 9.7% | ) | 11337 | ( | 3.5% | ) | 11182 | ( | 3.4% | ) | 5352 | ( | 1.6% | ) | 787 | ( | 0.2% | ) | 357 | ( | 0.1% | ) | 251 | ( | 0.1% | ) | 63 | ( | 0.0% | ) | 110 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
yield
[numeric] |
Mean (sd) : 4777.8 (8667.1) | min ≤ med ≤ max: | -317.2 ≤ 3500 ≤ 813666.7 | IQR (CV) : 4171.3 (1.8) |
|
83381 distinct values |
 |
39814
(12.2%) |
yield_moisture
[numeric] |
Mean (sd) : 24.6 (28.4) | min ≤ med ≤ max: | 7 ≤ 12.5 ≤ 100 | IQR (CV) : 3 (1.2) |
|
451 distinct values |
 |
298224
(91.7%) |
yield_marketable
[numeric] |
Mean (sd) : 14349.8 (14392.5) | min ≤ med ≤ max: | 0 ≤ 10693.8 ≤ 115554.4 | IQR (CV) : 11518.9 (1) |
|
179 distinct values |
 |
325129
(99.9%) |
grain_fill
[numeric] |
Mean (sd) : 75.4 (9.8) | min ≤ med ≤ max: | 44.5 ≤ 75.7 ≤ 96.1 | IQR (CV) : 11.7 (0.1) |
|
330 distinct values |
 |
325030
(99.9%) |
seed_weight
[numeric] |
Mean (sd) : 122.2 (146.2) | min ≤ med ≤ max: | 0 ≤ 44.1 ≤ 910 | IQR (CV) : 132.5 (1.2) |
|
4398 distinct values |
 |
308266
(94.7%) |
fertilizer_used
[logical] |
|
|
 |
322267
(99.0%) |
fertilizer_type
[character] |
1. (Empty string) | 2. unknown | 3. ZnSO4 | 4. urea | 5. none | 6. SSP | 7. DAP | 8. TSP | 9. urea;DAP;SOP;ZnSO4 | 10. DSP | [ 4816 others ] |
|
157236 | ( | 48.3% | ) | 15068 | ( | 4.6% | ) | 13640 | ( | 4.2% | ) | 13414 | ( | 4.1% | ) | 10797 | ( | 3.3% | ) | 10194 | ( | 3.1% | ) | 6102 | ( | 1.9% | ) | 4870 | ( | 1.5% | ) | 4622 | ( | 1.4% | ) | 4549 | ( | 1.4% | ) | 84868 | ( | 26.1% | ) |
|
 |
0
(0.0%) |
fertilizer_date
[character] |
1. (Empty string) | 2. 2016-07-08;2016-07-2 | 3. 2012-07-15 | 4. 2012-07-20 | 5. 2012-07-20;2012-07-2 | 6. 2012-07-10 | 7. 2017-07-20;2017-07-2 | 8. 2012-07-15;2012-07-1 | 9. 2013-07-10 | 10. 2012-06-20 | [ 28498 others ] |
|
265030 | ( | 81.5% | ) | 1449 | ( | 0.4% | ) | 107 | ( | 0.0% | ) | 103 | ( | 0.0% | ) | 101 | ( | 0.0% | ) | 100 | ( | 0.0% | ) | 91 | ( | 0.0% | ) | 86 | ( | 0.0% | ) | 84 | ( | 0.0% | ) | 75 | ( | 0.0% | ) | 58134 | ( | 17.9% | ) |
|
 |
0
(0.0%) |
fertilizer_dap
[character] |
|
|
 |
0
(0.0%) |
fertilizer_amount
[numeric] |
Mean (sd) : 228.9 (171) | min ≤ med ≤ max: | 0 ≤ 200 ≤ 660 | IQR (CV) : 192.5 (0.7) |
|
17 distinct values |
 |
324179
(99.6%) |
fertilization_method
[character] |
1. (Empty string) | 2. NA;NA | 3. NA;NA;NA | 4. NA;NA;NA;NA | 5. BURIED IN THE SOIL;B | 6. BURIED IN THE SOIL | 7. ON THE SURFACE;ON TH | 8. ON THE SURFACE | 9. NA;NA;NA;NA;NA | 10. BURIED IN THE SOIL;B | [ 295 others ] |
|
276610 | ( | 85.0% | ) | 13181 | ( | 4.1% | ) | 10541 | ( | 3.2% | ) | 4664 | ( | 1.4% | ) | 2799 | ( | 0.9% | ) | 2687 | ( | 0.8% | ) | 1899 | ( | 0.6% | ) | 1832 | ( | 0.6% | ) | 1443 | ( | 0.4% | ) | 1379 | ( | 0.4% | ) | 8325 | ( | 2.6% | ) |
|
 |
0
(0.0%) |
N_fertilizer
[numeric] |
Mean (sd) : 78.6 (75.4) | min ≤ med ≤ max: | 0 ≤ 65 ≤ 1000 | IQR (CV) : 101 (1) |
|
5589 distinct values |
 |
69400
(21.3%) |
N_splits
[integer] |
Mean (sd) : 2.3 (1.2) | min ≤ med ≤ max: | 0 ≤ 2 ≤ 25 | IQR (CV) : 1 (0.5) |
|
20 distinct values |
 |
246932
(75.9%) |
P_fertilizer
[numeric] |
Mean (sd) : 24.7 (31) | min ≤ med ≤ max: | 0 ≤ 20.1 ≤ 1275.7 | IQR (CV) : 21.3 (1.3) |
|
2105 distinct values |
 |
69444
(21.3%) |
K_fertilizer
[numeric] |
Mean (sd) : 20.3 (60.7) | min ≤ med ≤ max: | 0 ≤ 0 ≤ 4303.5 | IQR (CV) : 30 (3) |
|
1383 distinct values |
 |
79462
(24.4%) |
Zn_fertilizer
[numeric] |
Mean (sd) : 2 (11.7) | min ≤ med ≤ max: | 0 ≤ 0 ≤ 2795 | IQR (CV) : 5 (5.9) |
|
193 distinct values |
 |
262261
(80.6%) |
S_fertilizer
[numeric] |
Mean (sd) : 7.5 (24.5) | min ≤ med ≤ max: | 0 ≤ 0 ≤ 1014.4 | IQR (CV) : 4 (3.3) |
|
231 distinct values |
 |
269411
(82.8%) |
B_fertilizer
[numeric] |
Mean (sd) : 0.3 (0.9) | min ≤ med ≤ max: | 0 ≤ 0 ≤ 5 | IQR (CV) : 0 (2.9) |
|
48 distinct values |
 |
301832
(92.8%) |
Ca_fertilizer
[numeric] |
Mean (sd) : 11.7 (80.6) | min ≤ med ≤ max: | 0 ≤ 0 ≤ 1244.6 | IQR (CV) : 0 (6.9) |
|
186 distinct values |
 |
309421
(95.1%) |
Mg_fertilizer
[numeric] |
Mean (sd) : 2.8 (8.7) | min ≤ med ≤ max: | 0 ≤ 0 ≤ 210 | IQR (CV) : 0 (3.1) |
|
80 distinct values |
 |
309008
(95.0%) |
Fe_fertilizer
[numeric] |
Mean (sd) : 47.4 (268.4) | min ≤ med ≤ max: | 0 ≤ 0 ≤ 2609.1 | IQR (CV) : 0 (5.7) |
|
109 distinct values |
 |
323203
(99.3%) |
Mn_fertilizer
[numeric] |
Mean (sd) : 1.8 (8.4) | min ≤ med ≤ max: | 0 ≤ 0 ≤ 70.9 | IQR (CV) : 0 (4.6) |
|
50 distinct values |
 |
322834
(99.2%) |
Cl_fertilizer
[numeric] |
Mean (sd) : 10.9 (24.3) | min ≤ med ≤ max: | 0 ≤ 0 ≤ 155.6 | IQR (CV) : 10.1 (2.2) |
|
55 distinct values |
 |
323296
(99.4%) |
Cu_fertilizer
[numeric] |
Mean (sd) : 0.8 (23.8) | min ≤ med ≤ max: | 0 ≤ 0 ≤ 1040 | IQR (CV) : 0 (30) |
|
53 distinct values |
 |
323439
(99.4%) |
Mo_fertilizer
[numeric] |
Mean (sd) : 0 (0) | min ≤ med ≤ max: | 0 ≤ 0 ≤ 0.1 | IQR (CV) : 0 (8.7) |
|
4 distinct values |
 |
323599
(99.5%) |
N_fixation
[numeric] |
Mean (sd) : 128.3 (93.2) | min ≤ med ≤ max: | 3 ≤ 105 ≤ 488 | IQR (CV) : 131.8 (0.7) |
|
270 distinct values |
 |
325010
(99.9%) |
N_organic
[numeric] |
Mean (sd) : 265.5 (1501.7) | min ≤ med ≤ max: | 0 ≤ 0 ≤ 13600 | IQR (CV) : 85.6 (5.7) |
|
99 distinct values |
 |
323428
(99.4%) |
P_organic
[numeric] |
Mean (sd) : 22.5 (62.4) | min ≤ med ≤ max: | 0 ≤ 0 ≤ 407.8 | IQR (CV) : 11.2 (2.8) |
|
60 distinct values |
 |
323819
(99.5%) |
K_organic
[numeric] |
Mean (sd) : 117.8 (49.6) | min ≤ med ≤ max: | 64.9 ≤ 127.1 ≤ 206.5 | IQR (CV) : 70.7 (0.4) |
|
6 distinct values |
 |
325238
(100.0%) |
Ca_organic
[numeric] |
Mean (sd) : 44.1 (10.6) | min ≤ med ≤ max: | 35.2 ≤ 39.6 ≤ 62 | IQR (CV) : 7.5 (0.2) |
|
4 distinct values |
 |
325280
(100.0%) |
Mg_organic
[numeric] |
Mean (sd) : 22.8 (6.7) | min ≤ med ≤ max: | 17.3 ≤ 20 ≤ 34.1 | IQR (CV) : 5.5 (0.3) |
|
4 distinct values |
 |
325280
(100.0%) |
lime
[integer] |
Mean (sd) : 4.3 (40.8) | min ≤ med ≤ max: | 0 ≤ 0 ≤ 500 | IQR (CV) : 0 (9.6) |
|
0 | : | 10302 | ( | 98.2% | ) | 40 | : | 4 | ( | 0.0% | ) | 100 | : | 116 | ( | 1.1% | ) | 500 | : | 66 | ( | 0.6% | ) |
|
 |
314872
(96.8%) |
lime_used
[logical] |
|
|
 |
324767
(99.8%) |
gypsum
[numeric] |
Mean (sd) : 80.4 (178.4) | min ≤ med ≤ max: | 0 ≤ 0 ≤ 526.3 | IQR (CV) : 0 (2.2) |
|
8 distinct values |
 |
319542
(98.2%) |
OM_used
[logical] |
|
|
 |
301667
(92.7%) |
OM_type
[character] |
1. (Empty string) | 2. farmyard manure | 3. none | 4. compost | 5. foliage | 6. biochar | 7. bone meal | 8. unknown | 9. cattle dung | 10. animal dung | [ 4 others ] |
|
319595 | ( | 98.2% | ) | 3445 | ( | 1.1% | ) | 1802 | ( | 0.6% | ) | 207 | ( | 0.1% | ) | 96 | ( | 0.0% | ) | 48 | ( | 0.0% | ) | 35 | ( | 0.0% | ) | 33 | ( | 0.0% | ) | 32 | ( | 0.0% | ) | 19 | ( | 0.0% | ) | 48 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
OM_amount
[numeric] |
Mean (sd) : 3290.1 (12796.1) | min ≤ med ≤ max: | 0 ≤ 1000 ≤ 109000 | IQR (CV) : 2500 (3.9) |
|
42 distinct values |
 |
320144
(98.4%) |
inoculated
[logical] |
|
|
 |
262065
(80.5%) |
inoculant
[character] |
1. (Empty string) | 2. none | 3. Legume Fix | 4. Rhizobium Legume Fix | 5. Legume Technology | 6. Rhizobial Legume Fix | 7. rhizobium | 8. Rhizobium japonicum | 9. Rhizobium Legumes Fi | 10. 200gm | [ 10 others ] |
|
324388 | ( | 99.7% | ) | 384 | ( | 0.1% | ) | 146 | ( | 0.0% | ) | 118 | ( | 0.0% | ) | 78 | ( | 0.0% | ) | 48 | ( | 0.0% | ) | 39 | ( | 0.0% | ) | 33 | ( | 0.0% | ) | 32 | ( | 0.0% | ) | 20 | ( | 0.0% | ) | 74 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
biochar
[integer] |
Min : 0 | Mean : 6750 | Max : 13500 |
|
|
 |
325348
(100.0%) |
irrigated
[logical] |
|
171055 | ( | 70.3% | ) | 72217 | ( | 29.7% | ) |
|
 |
82088
(25.2%) |
irrigation_source
[character] |
1. (Empty string) | 2. tubewell | 3. diesel pump | 4. canal | 5. canal & tube well | 6. bore well | 7. rain | 8. lift irrigation | 9. canal & tubewell | 10. tubewell & stored wa | [ 2 others ] |
|
322712 | ( | 99.2% | ) | 1367 | ( | 0.4% | ) | 334 | ( | 0.1% | ) | 333 | ( | 0.1% | ) | 210 | ( | 0.1% | ) | 140 | ( | 0.0% | ) | 85 | ( | 0.0% | ) | 69 | ( | 0.0% | ) | 65 | ( | 0.0% | ) | 25 | ( | 0.0% | ) | 20 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
irrigation_method
[character] |
1. (Empty string) | 2. furrow | 3. none | 4. unknown | 5. sprinkler | 6. drip | 7. continuous flooding | 8. center pivot sprinkl | 9. basin | 10. surface | [ 3 others ] |
|
319230 | ( | 98.1% | ) | 2962 | ( | 0.9% | ) | 1023 | ( | 0.3% | ) | 874 | ( | 0.3% | ) | 501 | ( | 0.2% | ) | 266 | ( | 0.1% | ) | 158 | ( | 0.0% | ) | 127 | ( | 0.0% | ) | 81 | ( | 0.0% | ) | 59 | ( | 0.0% | ) | 79 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
irrigation_number
[integer] |
Mean (sd) : 3.3 (2.6) | min ≤ med ≤ max: | 1 ≤ 3 ≤ 23 | IQR (CV) : 1 (0.8) |
|
21 distinct values |
 |
319931
(98.3%) |
irrigation_amount
[numeric] |
Mean (sd) : 197.8 (179.9) | min ≤ med ≤ max: | 0 ≤ 110 ≤ 1080 | IQR (CV) : 204.8 (0.9) |
|
182 distinct values |
 |
320141
(98.4%) |
irrigation_dates
[character] |
1. (Empty string) | 2. 2016-07-13;2016-08-1 | 3. 2011-12-30; 2012-01- | 4. 2011-12-10; 2011-12- | 5. 2016-06-21 | 6. 2011-12-09; 2011-12- | 7. 2011-12-30; 2012-01- | 8. 2012-01-18; 2012-02- | 9. 2012-01-22; 2012-02- | 10. 2012-12-25 | [ 130 others ] |
|
323025 | ( | 99.3% | ) | 1449 | ( | 0.4% | ) | 36 | ( | 0.0% | ) | 27 | ( | 0.0% | ) | 27 | ( | 0.0% | ) | 18 | ( | 0.0% | ) | 18 | ( | 0.0% | ) | 18 | ( | 0.0% | ) | 18 | ( | 0.0% | ) | 18 | ( | 0.0% | ) | 706 | ( | 0.2% | ) |
|
 |
0
(0.0%) |
land_prep_method
[character] |
1. (Empty string) | 2. conventional | 3. none | 4. unknown | 5. minimum tillage | 6. tillage | 7. conventional tilled | 8. flat | 9. ridge | 10. reduced tillage | [ 32 others ] |
|
249882 | ( | 76.8% | ) | 19390 | ( | 6.0% | ) | 18907 | ( | 5.8% | ) | 7727 | ( | 2.4% | ) | 6052 | ( | 1.9% | ) | 3418 | ( | 1.1% | ) | 2878 | ( | 0.9% | ) | 2832 | ( | 0.9% | ) | 2832 | ( | 0.9% | ) | 2419 | ( | 0.7% | ) | 9023 | ( | 2.8% | ) |
|
 |
0
(0.0%) |
land_prep_implement
[character] |
1. (Empty string) | 2. direct seeder | 3. hand-held hoe | 4. mouldboard plough | 5. none | 6. ripper | 7. unknown |
|
323188 | ( | 99.3% | ) | 327 | ( | 0.1% | ) | 24 | ( | 0.0% | ) | 374 | ( | 0.1% | ) | 1120 | ( | 0.3% | ) | 240 | ( | 0.1% | ) | 87 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
planting_method
[character] |
1. (Empty string) | 2. basins | 3. manual | 4. raised beds | 5. mechanized | 6. transplanted | 7. broadcasting | 8. direct | 9. mechanized line sowi | 10. unknown | [ 3 others ] |
|
317776 | ( | 97.7% | ) | 2992 | ( | 0.9% | ) | 1560 | ( | 0.5% | ) | 789 | ( | 0.2% | ) | 777 | ( | 0.2% | ) | 510 | ( | 0.2% | ) | 447 | ( | 0.1% | ) | 264 | ( | 0.1% | ) | 121 | ( | 0.0% | ) | 52 | ( | 0.0% | ) | 72 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
planting_implement
[character] |
1. (Empty string) | 2. direct seeder | 3. manual |
|
324238 | ( | 99.7% | ) | 687 | ( | 0.2% | ) | 435 | ( | 0.1% | ) |
|
 |
0
(0.0%) |
transplanting_method
[character] |
1. (Empty string) | 2. manual | 3. mechanized | 4. mechanized nonpuddle | 5. none |
|
323178 | ( | 99.3% | ) | 1753 | ( | 0.5% | ) | 379 | ( | 0.1% | ) | 5 | ( | 0.0% | ) | 45 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
uncertainty
[numeric] |
Mean (sd) : 0.5 (1.6) | min ≤ med ≤ max: | 0 ≤ 0.2 ≤ 23.2 | IQR (CV) : 0.3 (3.3) |
|
113 distinct values |
 |
321361
(98.8%) |
uncertainty_type
[character] |
1. (Empty string) | 2. C.V | 3. CV | 4. LSD | 5. S.E | 6. SD | 7. SE | 8. SED | 9. std-er | 10. Std_dev |
|
321310 | ( | 98.8% | ) | 47 | ( | 0.0% | ) | 1521 | ( | 0.5% | ) | 2121 | ( | 0.7% | ) | 188 | ( | 0.1% | ) | 44 | ( | 0.0% | ) | 69 | ( | 0.0% | ) | 50 | ( | 0.0% | ) | 2 | ( | 0.0% | ) | 8 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
row_spacing
[numeric] |
Mean (sd) : 63.3 (20.9) | min ≤ med ≤ max: | 0.8 ≤ 75 ≤ 300 | IQR (CV) : 25 (0.3) |
|
60 distinct values |
 |
284316
(87.4%) |
plot_area
[numeric] |
Mean (sd) : 67.1 (654.8) | min ≤ med ≤ max: | 0 ≤ 17.5 ≤ 30000 | IQR (CV) : 33.3 (9.8) |
|
301 distinct values |
 |
305934
(94.0%) |
plot_length
[integer] |
Mean (sd) : 6.5 (2.3) | min ≤ med ≤ max: | 6 ≤ 6 ≤ 25 | IQR (CV) : 0 (0.4) |
|
6 | : | 2146 | ( | 94.9% | ) | 12 | : | 88 | ( | 3.9% | ) | 25 | : | 27 | ( | 1.2% | ) |
|
 |
323099
(99.3%) |
plot_width
[numeric] |
Mean (sd) : 5 (0.2) | min ≤ med ≤ max: | 5 ≤ 5 ≤ 6 | IQR (CV) : 0 (0) |
|
3 distinct values |
 |
323099
(99.3%) |
plant_spacing
[numeric] |
Mean (sd) : 22.7 (12.9) | min ≤ med ≤ max: | 2 ≤ 25 ≤ 100 | IQR (CV) : 15 (0.6) |
|
30 distinct values |
 |
296515
(91.1%) |
seed_density
[numeric] |
Mean (sd) : 572352.1 (599107.3) | min ≤ med ≤ max: | 80 ≤ 750000 ≤ 3500000 | IQR (CV) : 999900 (1) |
|
48 distinct values |
 |
314801
(96.8%) |
seed_rate
[numeric] |
Mean (sd) : 5585392 (39614056) | min ≤ med ≤ max: | 0 ≤ 266666.7 ≤ 432050000 | IQR (CV) : 462500 (7.1) |
|
149 distinct values |
 |
321921
(98.9%) |
plant_density
[numeric] |
Mean (sd) : 113602.4 (170014.5) | min ≤ med ≤ max: | 0 ≤ 49889.1 ≤ 3430000 | IQR (CV) : 163848.8 (1.5) |
|
13749 distinct values |
 |
254597
(78.3%) |
cob_density
[numeric] |
Mean (sd) : 42895.1 (12651.8) | min ≤ med ≤ max: | 2222 ≤ 42218 ≤ 100080 | IQR (CV) : 13376 (0.3) |
|
232 distinct values |
 |
324529
(99.7%) |
spike_density
[numeric] |
Mean (sd) : 155.5 (25.2) | min ≤ med ≤ max: | 109.9 ≤ 152.5 ≤ 224.5 | IQR (CV) : 23.5 (0.2) |
|
31 distinct values |
 |
325324
(100.0%) |
rain
[numeric] |
Mean (sd) : 629.9 (354) | min ≤ med ≤ max: | 0 ≤ 576 ≤ 3000 | IQR (CV) : 403 (0.6) |
|
587 distinct values |
 |
306148
(94.1%) |
emergence_days
[integer] |
Mean (sd) : 8.6 (2.9) | min ≤ med ≤ max: | 5 ≤ 8 ≤ 89 | IQR (CV) : 2 (0.3) |
|
18 distinct values |
 |
319962
(98.3%) |
transplanting_days
[integer] |
1 distinct value |
|
 |
311879
(95.9%) |
heading_days
[integer] |
Mean (sd) : 83.6 (3.5) | min ≤ med ≤ max: | 77 ≤ 83 ≤ 95 | IQR (CV) : 5 (0) |
|
17 distinct values |
 |
325168
(99.9%) |
flowering_days
[integer] |
Mean (sd) : 66.1 (21.4) | min ≤ med ≤ max: | 19 ≤ 73 ≤ 120 | IQR (CV) : 39 (0.3) |
|
93 distinct values |
 |
318680
(97.9%) |
anthesis_days
[integer] |
Mean (sd) : 88 (9.7) | min ≤ med ≤ max: | 63 ≤ 90 ≤ 106 | IQR (CV) : 12.8 (0.1) |
|
44 distinct values |
 |
324566
(99.8%) |
silking_days
[integer] |
Mean (sd) : 74.3 (8.2) | min ≤ med ≤ max: | 56 ≤ 74 ≤ 97 | IQR (CV) : 12 (0.1) |
|
39 distinct values |
 |
323675
(99.5%) |
asi
[integer] |
Mean (sd) : 5.3 (3) | min ≤ med ≤ max: | 0 ≤ 5 ≤ 19 | IQR (CV) : 4 (0.6) |
|
18 distinct values |
 |
323921
(99.6%) |
tassling_days
[integer] |
Mean (sd) : 70.7 (7) | min ≤ med ≤ max: | 53 ≤ 71 ≤ 87 | IQR (CV) : 11 (0.1) |
|
35 distinct values |
 |
323921
(99.6%) |
maturity_days
[integer] |
Mean (sd) : 120.5 (17.7) | min ≤ med ≤ max: | 78 ≤ 120 ≤ 221 | IQR (CV) : 19 (0.1) |
|
94 distinct values |
 |
319078
(98.1%) |
harvest_days
[integer] |
Mean (sd) : 123.5 (16.6) | min ≤ med ≤ max: | 80 ≤ 119 ≤ 166 | IQR (CV) : 20 (0.1) |
|
73 distinct values |
 |
323056
(99.3%) |
plant_height
[numeric] |
Mean (sd) : 91.7 (42.9) | min ≤ med ≤ max: | 10 ≤ 85 ≤ 569 | IQR (CV) : 10 (0.5) |
|
1753 distinct values |
 |
301909
(92.8%) |
ear_height
[numeric] |
Mean (sd) : 168.1 (74.1) | min ≤ med ≤ max: | 77.5 ≤ 136 ≤ 338.8 | IQR (CV) : 105.1 (0.4) |
|
124 distinct values |
 |
325192
(99.9%) |
root_infection
[numeric] |
Mean (sd) : 17.3 (20.1) | min ≤ med ≤ max: | 0 ≤ 5.1 ≤ 53.1 | IQR (CV) : 37.4 (1.2) |
|
27 distinct values |
 |
325324
(100.0%) |
root_AMF
[numeric] |
Mean (sd) : 15.8 (21.5) | min ≤ med ≤ max: | 0 ≤ 3 ≤ 78.4 | IQR (CV) : 28.9 (1.4) |
|
53 distinct values |
 |
325236
(100.0%) |
nodule_weight
[numeric] |
Mean (sd) : 201.5 (185.2) | min ≤ med ≤ max: | 0 ≤ 136.2 ≤ 1133.2 | IQR (CV) : 211.3 (0.9) |
|
153 distinct values |
 |
325200
(100.0%) |
leaf_N
[numeric] |
Mean (sd) : 7.9 (14) | min ≤ med ≤ max: | 0.3 ≤ 2.3 ≤ 54.4 | IQR (CV) : 1 (1.8) |
|
2340 distinct values |
 |
322767
(99.2%) |
leaf_K
[numeric] |
Mean (sd) : 2.9 (3.7) | min ≤ med ≤ max: | 0.1 ≤ 2 ≤ 23.8 | IQR (CV) : 0.6 (1.3) |
|
2257 distinct values |
 |
323043
(99.3%) |
leaf_P
[numeric] |
Mean (sd) : 0.4 (0.6) | min ≤ med ≤ max: | 0 ≤ 0.2 ≤ 5 | IQR (CV) : 0.1 (1.6) |
|
2247 distinct values |
 |
323043
(99.3%) |
leaf_S
[numeric] |
Mean (sd) : 1.9 (0.2) | min ≤ med ≤ max: | 0.8 ≤ 1.9 ≤ 2.5 | IQR (CV) : 0.2 (0.1) |
|
64 distinct values |
 |
325201
(100.0%) |
leaf_Mg
[numeric] |
Mean (sd) : 0.4 (0.7) | min ≤ med ≤ max: | 0 ≤ 0.2 ≤ 6.9 | IQR (CV) : 0.1 (1.7) |
|
2274 distinct values |
 |
323043
(99.3%) |
leaf_Ca
[numeric] |
Mean (sd) : 0.9 (1.1) | min ≤ med ≤ max: | 0.1 ≤ 0.6 ≤ 8.3 | IQR (CV) : 0.2 (1.3) |
|
2198 distinct values |
 |
323043
(99.3%) |
leaf_Fe
[numeric] |
Mean (sd) : 13332.6 (224515.8) | min ≤ med ≤ max: | 11.9 ≤ 133 ≤ 9835000 | IQR (CV) : 59.3 (16.8) |
|
2155 distinct values |
 |
323187
(99.3%) |
leaf_Zn
[numeric] |
Mean (sd) : 1687.3 (6348.8) | min ≤ med ≤ max: | 1.7 ≤ 13.5 ≤ 46900 | IQR (CV) : 6.6 (3.8) |
|
2250 distinct values |
 |
323043
(99.3%) |
leaf_Cu
[numeric] |
Mean (sd) : 803 (2908.3) | min ≤ med ≤ max: | 0.4 ≤ 6.2 ≤ 20000 | IQR (CV) : 3.3 (3.6) |
|
2081 distinct values |
 |
323187
(99.3%) |
leaf_Mn
[numeric] |
Mean (sd) : 2526 (9979.6) | min ≤ med ≤ max: | 3.6 ≤ 49.6 ≤ 118000 | IQR (CV) : 43.2 (4) |
|
2147 distinct values |
 |
323187
(99.3%) |
leaf_B
[numeric] |
Mean (sd) : 489 (1726.5) | min ≤ med ≤ max: | 0.6 ≤ 4.4 ≤ 9400 | IQR (CV) : 7 (3.5) |
|
2051 distinct values |
 |
323187
(99.3%) |
leaf_Al
[integer] |
Mean (sd) : 31162.3 (20093.5) | min ≤ med ≤ max: | 10000 ≤ 28600 ≤ 231900 | IQR (CV) : 17000 (0.6) |
|
129 distinct values |
 |
325201
(100.0%) |
leaf_Na
[integer] |
Mean (sd) : 8372.5 (2910) | min ≤ med ≤ max: | 4400 ≤ 7850 ≤ 20000 | IQR (CV) : 2825 (0.3) |
|
52 distinct values |
 |
325280
(100.0%) |
grain_N
[numeric] |
Mean (sd) : 30.1 (123.2) | min ≤ med ≤ max: | 0.4 ≤ 12.5 ≤ 2710 | IQR (CV) : 16.8 (4.1) |
|
6418 distinct values |
 |
316385
(97.2%) |
grain_K
[numeric] |
Mean (sd) : 12.3 (42.1) | min ≤ med ≤ max: | 0 ≤ 2.5 ≤ 256 | IQR (CV) : 3.3 (3.4) |
|
4343 distinct values |
 |
319433
(98.2%) |
grain_P
[numeric] |
Mean (sd) : 6.8 (11.1) | min ≤ med ≤ max: | 0 ≤ 2.3 ≤ 49 | IQR (CV) : 3.6 (1.6) |
|
5718 distinct values |
 |
315915
(97.1%) |
grain_S
[numeric] |
Mean (sd) : 1 (1.2) | min ≤ med ≤ max: | 0 ≤ 1 ≤ 18.1 | IQR (CV) : 0.9 (1.2) |
|
1142 distinct values |
 |
322599
(99.2%) |
grain_Mg
[numeric] |
Mean (sd) : 0.8 (0.9) | min ≤ med ≤ max: | 0 ≤ 0.7 ≤ 5.7 | IQR (CV) : 1.1 (1.1) |
|
2285 distinct values |
 |
321466
(98.8%) |
grain_Ca
[numeric] |
Mean (sd) : 0.7 (1.7) | min ≤ med ≤ max: | 0 ≤ 0.2 ≤ 16.8 | IQR (CV) : 0.1 (2.5) |
|
1660 distinct values |
 |
321655
(98.9%) |
grain_Fe
[numeric] |
Mean (sd) : 54.8 (64.5) | min ≤ med ≤ max: | -0.4 ≤ 37.6 ≤ 1237.3 | IQR (CV) : 66.3 (1.2) |
|
1320 distinct values |
 |
323466
(99.4%) |
grain_Zn
[numeric] |
Mean (sd) : 22.2 (26.2) | min ≤ med ≤ max: | -0.4 ≤ 17.2 ≤ 282.4 | IQR (CV) : 19 (1.2) |
|
2056 distinct values |
 |
321739
(98.9%) |
grain_Cu
[numeric] |
Mean (sd) : 4.3 (4.8) | min ≤ med ≤ max: | -0.1 ≤ 2.1 ≤ 51.1 | IQR (CV) : 5.4 (1.1) |
|
1727 distinct values |
 |
323036
(99.3%) |
grain_Mn
[numeric] |
Mean (sd) : 73.4 (223.6) | min ≤ med ≤ max: | 0 ≤ 11.9 ≤ 3544.4 | IQR (CV) : 60.9 (3) |
|
1867 distinct values |
 |
323028
(99.3%) |
grain_B
[numeric] |
Mean (sd) : 10 (9.2) | min ≤ med ≤ max: | 0 ≤ 9 ≤ 37.5 | IQR (CV) : 10.6 (0.9) |
|
834 distinct values |
 |
324438
(99.7%) |
grain_Al
[numeric] |
Mean (sd) : 237.5 (44) | min ≤ med ≤ max: | 161.7 ≤ 240.4 ≤ 335 | IQR (CV) : 57.7 (0.2) |
|
26 distinct values |
 |
325080
(99.9%) |
grain_Na
[numeric] |
Mean (sd) : 22.5 (25.7) | min ≤ med ≤ max: | 1.3 ≤ 11.6 ≤ 86.2 | IQR (CV) : 10.8 (1.1) |
|
816 distinct values |
 |
324512
(99.7%) |
grain_Cl
[numeric] |
Mean (sd) : 0.4 (0.1) | min ≤ med ≤ max: | 0.3 ≤ 0.4 ≤ 0.6 | IQR (CV) : 0.1 (0.2) |
|
12 distinct values |
 |
325348
(100.0%) |
grain_Mo
[numeric] |
Mean (sd) : 0 (0) | min ≤ med ≤ max: | 0 ≤ 0 ≤ 0 | IQR (CV) : 0 (0.1) |
|
9 distinct values |
 |
325349
(100.0%) |
grain_protein
[numeric] |
Mean (sd) : 123.4 (117.3) | min ≤ med ≤ max: | 0 ≤ 102.8 ≤ 919.2 | IQR (CV) : 133.7 (1) |
|
1799 distinct values |
 |
321310
(98.8%) |
residue_N
[numeric] |
Mean (sd) : 10.1 (23.6) | min ≤ med ≤ max: | 0 ≤ 5.3 ≤ 267.1 | IQR (CV) : 8.1 (2.3) |
|
3835 distinct values |
 |
319914
(98.3%) |
residue_P
[numeric] |
Mean (sd) : 2.1 (5.2) | min ≤ med ≤ max: | 0 ≤ 0.6 ≤ 114.4 | IQR (CV) : 2.7 (2.4) |
|
3697 distinct values |
 |
318641
(97.9%) |
residue_K
[numeric] |
Mean (sd) : 12.2 (10.6) | min ≤ med ≤ max: | 0 ≤ 10.1 ≤ 40.2 | IQR (CV) : 20.3 (0.9) |
|
3729 distinct values |
 |
321259
(98.7%) |
residue_Mg
[numeric] |
Mean (sd) : 1.5 (1.1) | min ≤ med ≤ max: | 0 ≤ 1.6 ≤ 6.2 | IQR (CV) : 2.1 (0.8) |
|
1718 distinct values |
 |
322823
(99.2%) |
residue_Ca
[numeric] |
Mean (sd) : 3.4 (2.5) | min ≤ med ≤ max: | 0 ≤ 4.1 ≤ 15.9 | IQR (CV) : 4.7 (0.7) |
|
2045 distinct values |
 |
322884
(99.2%) |
residue_Mn
[numeric] |
Mean (sd) : 42 (32.6) | min ≤ med ≤ max: | 0 ≤ 40.5 ≤ 170.1 | IQR (CV) : 41.2 (0.8) |
|
984 distinct values |
 |
324301
(99.7%) |
residue_Cu
[numeric] |
Mean (sd) : 2.5 (2.3) | min ≤ med ≤ max: | 0 ≤ 2 ≤ 16.7 | IQR (CV) : 2.8 (0.9) |
|
738 distinct values |
 |
324311
(99.7%) |
residue_Fe
[numeric] |
Mean (sd) : 116.7 (87.5) | min ≤ med ≤ max: | 0.1 ≤ 107.3 ≤ 758 | IQR (CV) : 119.4 (0.7) |
|
879 distinct values |
 |
324339
(99.7%) |
residue_Zn
[numeric] |
Mean (sd) : 11.4 (9.7) | min ≤ med ≤ max: | 0 ≤ 11.4 ≤ 62 | IQR (CV) : 16.9 (0.9) |
|
1063 distinct values |
 |
324200
(99.6%) |
residue_Na
[numeric] |
Mean (sd) : 22.5 (25.7) | min ≤ med ≤ max: | 1.3 ≤ 11.6 ≤ 86.2 | IQR (CV) : 10.8 (1.1) |
|
816 distinct values |
 |
324512
(99.7%) |
residue_S
[numeric] |
Mean (sd) : 1 (0.7) | min ≤ med ≤ max: | 0 ≤ 0.9 ≤ 10.4 | IQR (CV) : 0.3 (0.7) |
|
685 distinct values |
 |
323643
(99.5%) |
residue_B
[numeric] |
Mean (sd) : 0 (0) | min ≤ med ≤ max: | 0 ≤ 0 ≤ 0.1 | IQR (CV) : 0 (0.8) |
|
70 distinct values |
 |
325276
(100.0%) |
residue_Mo
[numeric] |
Mean (sd) : 0 (0) | min ≤ med ≤ max: | 0 ≤ 0 ≤ 0 | IQR (CV) : 0 (0.4) |
|
22 distinct values |
 |
325338
(100.0%) |
residue_Cl
[numeric] |
Mean (sd) : 2.7 (0.7) | min ≤ med ≤ max: | 1.8 ≤ 2.6 ≤ 3.8 | IQR (CV) : 1.2 (0.3) |
|
12 distinct values |
 |
325348
(100.0%) |
season_constraint
[character] |
1. (Empty string) | 2. drought | 3. flood | 4. initial drought | 5. initially drought | 6. initially drought & | 7. none | 8. once | 9. sometime drought | 10. sometime flood | 11. submergence |
|
324081 | ( | 99.6% | ) | 155 | ( | 0.0% | ) | 196 | ( | 0.1% | ) | 30 | ( | 0.0% | ) | 80 | ( | 0.0% | ) | 295 | ( | 0.1% | ) | 363 | ( | 0.1% | ) | 25 | ( | 0.0% | ) | 40 | ( | 0.0% | ) | 80 | ( | 0.0% | ) | 15 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
herbicide_used
[logical] |
|
|
 |
298674
(91.8%) |
herbicide_product
[character] |
1. (Empty string) | 2. glyphosate | 3. halosulfuron-methyl | 4. unknown | 5. trifluralin | 6. sulfosulfuron;metsul | 7. cyanazine | 8. clethodim | 9. diquat dibromide | 10. simazine | [ 36 others ] |
|
315009 | ( | 96.8% | ) | 2112 | ( | 0.6% | ) | 1770 | ( | 0.5% | ) | 1033 | ( | 0.3% | ) | 972 | ( | 0.3% | ) | 733 | ( | 0.2% | ) | 628 | ( | 0.2% | ) | 533 | ( | 0.2% | ) | 347 | ( | 0.1% | ) | 230 | ( | 0.1% | ) | 1993 | ( | 0.6% | ) |
|
 |
0
(0.0%) |
herbicide_times
[integer] |
Mean (sd) : 1.6 (1) | min ≤ med ≤ max: | 0 ≤ 1 ≤ 5 | IQR (CV) : 1 (0.6) |
|
0 | : | 79 | ( | 9.8% | ) | 1 | : | 338 | ( | 42.0% | ) | 2 | : | 274 | ( | 34.1% | ) | 3 | : | 75 | ( | 9.3% | ) | 4 | : | 36 | ( | 4.5% | ) | 5 | : | 2 | ( | 0.2% | ) |
|
 |
324556
(99.8%) |
herbicide_dates
[IDate,
Date] |
min : 2014-11-10 | med : 2018-06-17 | max : 2022-01-02 | range : 7y 1m 23d |
|
197 distinct values |
 |
323892
(99.5%) |
herbicide_amount
[numeric] |
Mean (sd) : 64.7 (182.4) | min ≤ med ≤ max: | 0 ≤ 1.2 ≤ 1200 | IQR (CV) : 15.8 (2.8) |
|
111 distinct values |
 |
316634
(97.3%) |
herbicide_implement
[character] |
1. (Empty string) | 2. backpack sprayer |
|
|
 |
0
(0.0%) |
weeding_done
[logical] |
1. TRUE |
|
 |
324706
(99.8%) |
weeding_method
[character] |
1. (Empty string) | 2. Herbicide applicatio | 3. herbicide, post-emer | 4. herbicide, pre-emerg | 5. herbicide, pre-emerg | 6. manual | 7. mechanical | 8. none | 9. Roundup | 10. weeding | 11. Weeding |
|
324450 | ( | 99.7% | ) | 93 | ( | 0.0% | ) | 42 | ( | 0.0% | ) | 42 | ( | 0.0% | ) | 42 | ( | 0.0% | ) | 243 | ( | 0.1% | ) | 42 | ( | 0.0% | ) | 42 | ( | 0.0% | ) | 60 | ( | 0.0% | ) | 287 | ( | 0.1% | ) | 17 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
weeding_times
[integer] |
Mean (sd) : 2.6 (0.6) | min ≤ med ≤ max: | 1 ≤ 3 ≤ 3 | IQR (CV) : 1 (0.2) |
|
1 | : | 103 | ( | 4.6% | ) | 2 | : | 774 | ( | 34.3% | ) | 3 | : | 1382 | ( | 61.2% | ) |
|
 |
323101
(99.3%) |
weeding_dates
[character] |
1. (Empty string) | 2. 2011-12-29 | 3. 2015-11-20 | 4. 2011-12-28 | 5. 2012-01-05 | 6. 2012-01-22 | 7. 2012-01-26 | 8. 2012-02-07 | 9. 2016-11-15 | 10. 2015-11-10 | [ 162 others ] |
|
324165 | ( | 99.6% | ) | 45 | ( | 0.0% | ) | 32 | ( | 0.0% | ) | 27 | ( | 0.0% | ) | 27 | ( | 0.0% | ) | 27 | ( | 0.0% | ) | 27 | ( | 0.0% | ) | 27 | ( | 0.0% | ) | 27 | ( | 0.0% | ) | 24 | ( | 0.0% | ) | 932 | ( | 0.3% | ) |
|
 |
0
(0.0%) |
weeding_implement
[character] |
1. (Empty string) | 2. hoe | 3. manual | 4. unknown |
|
324165 | ( | 99.6% | ) | 738 | ( | 0.2% | ) | 112 | ( | 0.0% | ) | 345 | ( | 0.1% | ) |
|
 |
0
(0.0%) |
weed_species
[character] |
1. (Empty string) | 2. B. pilosa | 3. Black Jack, Macdonal | 4. Black Jack, Macdonal | 5. C. albida | 6. C.nlemfuensis | 7. M. repens | 8. Macdonald weed | 9. R.scabra |
|
325224 | ( | 100.0% | ) | 32 | ( | 0.0% | ) | 18 | ( | 0.0% | ) | 6 | ( | 0.0% | ) | 8 | ( | 0.0% | ) | 8 | ( | 0.0% | ) | 8 | ( | 0.0% | ) | 24 | ( | 0.0% | ) | 32 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
weed_biomass
[numeric] |
Mean (sd) : 342.8 (386.7) | min ≤ med ≤ max: | 0 ≤ 212.5 ≤ 3952.8 | IQR (CV) : 445.2 (1.1) |
|
4142 distinct values |
 |
320008
(98.4%) |
weed_severity
[character] |
1. (Empty string) | 2. absent | 3. mild |
|
325280 | ( | 100.0% | ) | 32 | ( | 0.0% | ) | 48 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
insecticide_used
[logical] |
|
|
 |
314445
(96.6%) |
insecticide_product
[character] |
1. (Empty string) | 2. unknown | 3. chlorpyrifos | 4. none | 5. lambda-cyhalothrin | 6. beta-cyfluthrin | 7. phosmet | 8. malathion | 9. fipronil | 10. dimethoate | [ 9 others ] |
|
323136 | ( | 99.3% | ) | 760 | ( | 0.2% | ) | 537 | ( | 0.2% | ) | 144 | ( | 0.0% | ) | 116 | ( | 0.0% | ) | 112 | ( | 0.0% | ) | 98 | ( | 0.0% | ) | 77 | ( | 0.0% | ) | 71 | ( | 0.0% | ) | 64 | ( | 0.0% | ) | 245 | ( | 0.1% | ) |
|
 |
0
(0.0%) |
insecticide_dates
[IDate,
Date] |
min : 1999-01-01 | med : 2016-10-28 | max : 2017-01-08 | range : 18y 0m 7d |
|
37 distinct values |
 |
324971
(99.9%) |
insecticide_times
[integer] |
Mean (sd) : 1.8 (1.4) | min ≤ med ≤ max: | 0 ≤ 2 ≤ 12 | IQR (CV) : 1 (0.8) |
|
11 distinct values |
 |
324556
(99.8%) |
insecticide_amount
[numeric] |
Mean (sd) : 5.6 (72.6) | min ≤ med ≤ max: | 0 ≤ 1.4 ≤ 1875 | IQR (CV) : 0.6 (12.9) |
|
17 distinct values |
 |
323973
(99.6%) |
insecticide_implement
[character] |
1. (Empty string) | 2. backpack sprayer | 3. unknown |
|
325035 | ( | 99.9% | ) | 254 | ( | 0.1% | ) | 71 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
pest_severity
[character] |
1. (Empty string) | 2. mild | 3. moderate |
|
325280 | ( | 100.0% | ) | 46 | ( | 0.0% | ) | 34 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
pest_species
[character] |
1. (Empty string) | 2. Busseola fusca;Phyll | 3. rust | 4. Aphids | 5. Birds; goats | 6. Birds | 7. Aphids; birds goats | 8. Birds; aphids | 9. Birds; chickens; rat | 10. Rats; birds ,aphids | [ 2 others ] |
|
324430 | ( | 99.7% | ) | 738 | ( | 0.2% | ) | 112 | ( | 0.0% | ) | 18 | ( | 0.0% | ) | 18 | ( | 0.0% | ) | 12 | ( | 0.0% | ) | 6 | ( | 0.0% | ) | 6 | ( | 0.0% | ) | 6 | ( | 0.0% | ) | 6 | ( | 0.0% | ) | 8 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
pest_number
[integer] |
Mean (sd) : 5.5 (7) | min ≤ med ≤ max: | 0 ≤ 2.5 ≤ 28 | IQR (CV) : 7.2 (1.3) |
|
26 distinct values |
 |
325248
(100.0%) |
fungicide_used
[logical] |
|
|
 |
315458
(97.0%) |
fungicide_product
[character] |
1. (Empty string) | 2. carboxin | 3. metalaxyl | 4. chlorothalonil | 5. iprodione | 6. thiram | 7. thiabendazole | 8. difenoconazole | 9. unknown | 10. maneb | [ 5 others ] |
|
324678 | ( | 99.8% | ) | 186 | ( | 0.1% | ) | 94 | ( | 0.0% | ) | 81 | ( | 0.0% | ) | 78 | ( | 0.0% | ) | 63 | ( | 0.0% | ) | 58 | ( | 0.0% | ) | 32 | ( | 0.0% | ) | 28 | ( | 0.0% | ) | 18 | ( | 0.0% | ) | 44 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
fungicide_times
[integer] |
Mean (sd) : 0.2 (0.4) | min ≤ med ≤ max: | 0 ≤ 0 ≤ 3 | IQR (CV) : 0 (2.6) |
|
0 | : | 685 | ( | 85.2% | ) | 1 | : | 100 | ( | 12.4% | ) | 2 | : | 18 | ( | 2.2% | ) | 3 | : | 1 | ( | 0.1% | ) |
|
 |
324556
(99.8%) |
fungicide_amount
[numeric] |
Mean (sd) : 59 (109.4) | min ≤ med ≤ max: | 0.8 ≤ 4.1 ≤ 600 | IQR (CV) : 48 (1.9) |
|
17 distinct values |
 |
325058
(99.9%) |
disease_severity
[character] |
1. (Empty string) | 2. 0 | 3. 1 | 4. 2 | 5. 3 | 6. 4 | 7. 5 | 8. mild | 9. severe |
|
324957 | ( | 99.9% | ) | 179 | ( | 0.1% | ) | 68 | ( | 0.0% | ) | 42 | ( | 0.0% | ) | 26 | ( | 0.0% | ) | 6 | ( | 0.0% | ) | 2 | ( | 0.0% | ) | 74 | ( | 0.0% | ) | 6 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
severity_scale
[character] |
|
|
 |
0
(0.0%) |
disease_incidence
[numeric] |
Mean (sd) : 7.4 (10.7) | min ≤ med ≤ max: | 0 ≤ 4.4 ≤ 48.4 | IQR (CV) : 10.4 (1.4) |
|
21 distinct values |
 |
325324
(100.0%) |
residue_prevcrop
[numeric] |
Mean (sd) : 4029.8 (2870.3) | min ≤ med ≤ max: | 0 ≤ 4000 ≤ 19042.2 | IQR (CV) : 4000 (0.7) |
|
32 distinct values |
 |
324108
(99.6%) |
residue_prevcrop_used
[logical] |
|
|
 |
322031
(99.0%) |
mulch
[integer] |
Mean (sd) : 2005.7 (2114) | min ≤ med ≤ max: | 0 ≤ 2000 ≤ 10572 | IQR (CV) : 3000 (1.1) |
|
122 distinct values |
 |
323552
(99.4%) |
mulch_type
[character] |
1. (Empty string) | 2. ? | 3. cotton | 4. forest | 5. gramineae | 6. gramineae+legume | 7. legume | 8. no mulch | 9. straw |
|
323202 | ( | 99.3% | ) | 54 | ( | 0.0% | ) | 12 | ( | 0.0% | ) | 2 | ( | 0.0% | ) | 1071 | ( | 0.3% | ) | 292 | ( | 0.1% | ) | 184 | ( | 0.1% | ) | 447 | ( | 0.1% | ) | 96 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
seed_treatment
[character] |
1. (Empty string) | 2. fludioxonil | 3. gibberellic acid | 4. pellet; fludioxonil | 5. pellet; fludioxonil; | 6. untreated | 7. pellet | 8. Arthrobacter; Azotob | 9. Metarhizium anisopli | 10. none | [ 4 others ] |
|
325079 | ( | 99.9% | ) | 36 | ( | 0.0% | ) | 36 | ( | 0.0% | ) | 36 | ( | 0.0% | ) | 36 | ( | 0.0% | ) | 36 | ( | 0.0% | ) | 35 | ( | 0.0% | ) | 11 | ( | 0.0% | ) | 11 | ( | 0.0% | ) | 11 | ( | 0.0% | ) | 33 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
previous_crop_residue_weight
[numeric] |
Mean (sd) : 251.4 (410.2) | min ≤ med ≤ max: | 0 ≤ 105.5 ≤ 3861.2 | IQR (CV) : 107.6 (1.6) |
|
380 distinct values |
 |
324977
(99.9%) |
previous_crop_residue_perc
[integer] |
Mean (sd) : 33.8 (35.8) | min ≤ med ≤ max: | 0 ≤ 25 ≤ 100 | IQR (CV) : 50 (1.1) |
|
17 distinct values |
 |
323292
(99.4%) |
previous_crop_residue_management
[character] |
1. (Empty string) | 2. burned straw | 3. incorporated straw | 4. removed straw | 5. retained straw | 6. unknown |
|
321555 | ( | 98.8% | ) | 9 | ( | 0.0% | ) | 18 | ( | 0.0% | ) | 9 | ( | 0.0% | ) | 9 | ( | 0.0% | ) | 3760 | ( | 1.2% | ) |
|
 |
0
(0.0%) |
crop_price
[numeric] |
Mean (sd) : 7.5 (8.4) | min ≤ med ≤ max: | 0 ≤ 4.1 ≤ 50.1 | IQR (CV) : 17.1 (1.1) |
|
843 distinct values |
 |
324037
(99.6%) |
fertilizer_price
[numeric] |
Mean (sd) : 38.2 (7.6) | min ≤ med ≤ max: | 23.3 ≤ 40.1 ≤ 50.8 | IQR (CV) : 10.1 (0.2) |
|
19 distinct values |
 |
324900
(99.9%) |
currency
[character] |
1. (Empty string) | 2. ?? | 3. BDT | 4. ETB | 5. MXN | 6. TZS | 7. USD |
|
323721 | ( | 99.5% | ) | 188 | ( | 0.1% | ) | 460 | ( | 0.1% | ) | 308 | ( | 0.1% | ) | 96 | ( | 0.0% | ) | 251 | ( | 0.1% | ) | 336 | ( | 0.1% | ) |
|
 |
0
(0.0%) |
drought_stress
[character] |
1. (Empty string) | 2. absent | 3. mild |
|
325280 | ( | 100.0% | ) | 32 | ( | 0.0% | ) | 48 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
LAI
[numeric] |
Mean (sd) : 2.1 (1.2) | min ≤ med ≤ max: | 0 ≤ 2 ≤ 6.8 | IQR (CV) : 1.5 (0.6) |
|
895 distinct values |
 |
324099
(99.6%) |
harvest_index
[numeric] |
Mean (sd) : 1.7 (7.4) | min ≤ med ≤ max: | 0 ≤ 0.5 ≤ 93 | IQR (CV) : 0.2 (4.4) |
|
5404 distinct values |
 |
317576
(97.6%) |
farmer_gender
[character] |
1. (Empty string) | 2. F | 3. M |
|
324949 | ( | 99.9% | ) | 72 | ( | 0.0% | ) | 339 | ( | 0.1% | ) |
|
 |
0
(0.0%) |
virus_severity
[integer] |
Mean (sd) : 1.8 (1.1) | min ≤ med ≤ max: | 1 ≤ 1 ≤ 5 | IQR (CV) : 1 (0.6) |
|
1 | : | 38 | ( | 52.8% | ) | 2 | : | 19 | ( | 26.4% | ) | 3 | : | 9 | ( | 12.5% | ) | 4 | : | 2 | ( | 2.8% | ) | 5 | : | 4 | ( | 5.6% | ) |
|
 |
325288
(100.0%) |
shelling_percentage
[numeric] |
Mean (sd) : 63.3 (5.1) | min ≤ med ≤ max: | 52.1 ≤ 64.3 ≤ 72.6 | IQR (CV) : 7 (0.1) |
|
36 distinct values |
 |
325324
(100.0%) |
CA_years
[integer] |
Mean (sd) : 7.5 (4.4) | min ≤ med ≤ max: | 1 ≤ 8 ≤ 17 | IQR (CV) : 8 (0.6) |
|
17 distinct values |
 |
307878
(94.6%) |
striga_trial
[logical] |
1. FALSE |
|
 |
324958
(99.9%) |
borer_trial
[logical] |
1. FALSE |
|
 |
324958
(99.9%) |
striga_infected
[logical] |
1. FALSE |
|
 |
324958
(99.9%) |
country
[character] |
1. Mexico | 2. Nigeria | 3. Malawi | 4. Ethiopia | 5. Philippines | 6. India | 7. United States | 8. Mozambique | 9. Tanzania | 10. (Empty string) | [ 89 others ] |
|
108063 | ( | 33.2% | ) | 29311 | ( | 9.0% | ) | 26362 | ( | 8.1% | ) | 14649 | ( | 4.5% | ) | 13770 | ( | 4.2% | ) | 13568 | ( | 4.2% | ) | 13333 | ( | 4.1% | ) | 13251 | ( | 4.1% | ) | 12283 | ( | 3.8% | ) | 11322 | ( | 3.5% | ) | 69448 | ( | 21.3% | ) |
|
 |
0
(0.0%) |
adm1
[character] |
1. (Empty string) | 2. Sonora | 3. Laguna | 4. Guerrero | 5. Guanajuato | 6. Oaxaca | 7. Durango | 8. Chiapas | 9. Mexico | 10. Puebla | [ 553 others ] |
|
134925 | ( | 41.5% | ) | 17938 | ( | 5.5% | ) | 13481 | ( | 4.1% | ) | 12812 | ( | 3.9% | ) | 9301 | ( | 2.9% | ) | 6266 | ( | 1.9% | ) | 6216 | ( | 1.9% | ) | 5939 | ( | 1.8% | ) | 5158 | ( | 1.6% | ) | 5054 | ( | 1.6% | ) | 108270 | ( | 33.3% | ) |
|
 |
0
(0.0%) |
adm2
[character] |
1. (Empty string) | 2. Balaka | 3. Nkhotakota | 4. Cajeme | 5. Angonia | 6. Tsangano | 7. Barue | 8. Chipata | 9. Sangareddy | 10. Nhamatanda | [ 1706 others ] |
|
180512 | ( | 55.5% | ) | 7236 | ( | 2.2% | ) | 6581 | ( | 2.0% | ) | 4872 | ( | 1.5% | ) | 2424 | ( | 0.7% | ) | 1896 | ( | 0.6% | ) | 1518 | ( | 0.5% | ) | 1517 | ( | 0.5% | ) | 1449 | ( | 0.4% | ) | 1202 | ( | 0.4% | ) | 116153 | ( | 35.7% | ) |
|
 |
0
(0.0%) |
adm3
[character] |
1. (Empty string) | 2. Lemo | 3. Agrary | 4. Sinana | 5. Nametil | 6. Gubalafto | 7. Tehulederi | 8. Endamehoni | 9. Wereilu | 10. Embu | [ 271 others ] |
|
309851 | ( | 95.2% | ) | 1641 | ( | 0.5% | ) | 1489 | ( | 0.5% | ) | 1043 | ( | 0.3% | ) | 1004 | ( | 0.3% | ) | 684 | ( | 0.2% | ) | 684 | ( | 0.2% | ) | 324 | ( | 0.1% | ) | 288 | ( | 0.1% | ) | 276 | ( | 0.1% | ) | 8076 | ( | 2.5% | ) |
|
 |
0
(0.0%) |
adm4
[character] |
1. (Empty string) | 2. Mpungu | 3. Rutenga |
|
325280 | ( | 100.0% | ) | 26 | ( | 0.0% | ) | 54 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
adm5
[character] |
1. (Empty string) | 2. Katojo | 3. Muramba | 4. Ngaara | 5. Ngaara, |
|
325280 | ( | 100.0% | ) | 36 | ( | 0.0% | ) | 22 | ( | 0.0% | ) | 16 | ( | 0.0% | ) | 6 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
location
[character] |
1. (Empty string) | 2. Ciudad Obregon | 3. Los Baños | 4. Wagga Wagga | 5. Hawul | 6. V. Yaqui | 7. University Bellevill | 8. Malula | 9. Mwansambo | 10. Ciudad Obregón | [ 2665 others ] |
|
132936 | ( | 40.9% | ) | 13500 | ( | 4.1% | ) | 13481 | ( | 4.1% | ) | 4631 | ( | 1.4% | ) | 4514 | ( | 1.4% | ) | 3805 | ( | 1.2% | ) | 3680 | ( | 1.1% | ) | 2820 | ( | 0.9% | ) | 2810 | ( | 0.9% | ) | 2796 | ( | 0.9% | ) | 140387 | ( | 43.1% | ) |
|
 |
0
(0.0%) |
site
[character] |
1. (Empty string) | 2. CIMMYT CENEB | 3. IRRI-B5-B8 | 4. Block 810 – C1 | 5. ICRISAT Patancheru c | 6. Anyigba | 7. Funaab | 8. Ido | 9. Makurdi | 10. Moniya | [ 858 others ] |
|
265587 | ( | 81.6% | ) | 13500 | ( | 4.1% | ) | 12857 | ( | 4.0% | ) | 2477 | ( | 0.8% | ) | 1449 | ( | 0.4% | ) | 768 | ( | 0.2% | ) | 768 | ( | 0.2% | ) | 768 | ( | 0.2% | ) | 768 | ( | 0.2% | ) | 768 | ( | 0.2% | ) | 25650 | ( | 7.9% | ) |
|
 |
0
(0.0%) |
geo_uncertainty
[integer] |
1 distinct value |
|
 |
325333
(100.0%) |
geo_from_source
[logical] |
|
125456 | ( | 40.7% | ) | 182468 | ( | 59.3% | ) |
|
 |
17436
(5.4%) |
elevation
[numeric] |
Mean (sd) : 962.5 (543.3) | min ≤ med ≤ max: | 0 ≤ 720 ≤ 2849 | IQR (CV) : 783 (0.6) |
|
1628 distinct values |
 |
281113
(86.4%) |
depth
[integer] |
Mean (sd) : 12.5 (5.6) | min ≤ med ≤ max: | 5 ≤ 12.5 ≤ 20 | IQR (CV) : 7.5 (0.4) |
|
5 | : | 424 | ( | 25.0% | ) | 10 | : | 424 | ( | 25.0% | ) | 15 | : | 424 | ( | 25.0% | ) | 20 | : | 424 | ( | 25.0% | ) |
|
 |
323664
(99.5%) |
depth_top
[integer] |
|
|
 |
324671
(99.8%) |
depth_bottom
[integer] |
Mean (sd) : 18.7 (3.5) | min ≤ med ≤ max: | 10 ≤ 20 ≤ 21 | IQR (CV) : 0 (0.2) |
|
10 | : | 96 | ( | 13.9% | ) | 20 | : | 533 | ( | 77.4% | ) | 21 | : | 60 | ( | 8.7% | ) |
|
 |
324671
(99.8%) |
soil_depth
[character] |
1. (Empty string) | 2. 0-1 | 3. 0-3 | 4. 0-2 | 5. 0-4 | 6. 0-15 | 7. 60 | 8. 0-5 | 9. 0-25 | 10. 30 | [ 62 others ] |
|
321333 | ( | 98.8% | ) | 752 | ( | 0.2% | ) | 748 | ( | 0.2% | ) | 596 | ( | 0.2% | ) | 489 | ( | 0.2% | ) | 302 | ( | 0.1% | ) | 217 | ( | 0.1% | ) | 84 | ( | 0.0% | ) | 72 | ( | 0.0% | ) | 68 | ( | 0.0% | ) | 699 | ( | 0.2% | ) |
|
 |
0
(0.0%) |
soil_type
[character] |
1. (Empty string) | 2. Silty clay loam | 3. Lixisols | 4. Nitosols Andosols | 5. ALFISOL | 6. Cambisol | 7. Vertisols | 8. silt loam | 9. Nitosol | 10. Sandy loam | [ 120 others ] |
|
283888 | ( | 87.3% | ) | 4523 | ( | 1.4% | ) | 2603 | ( | 0.8% | ) | 2320 | ( | 0.7% | ) | 1449 | ( | 0.4% | ) | 1430 | ( | 0.4% | ) | 1352 | ( | 0.4% | ) | 1340 | ( | 0.4% | ) | 1335 | ( | 0.4% | ) | 1131 | ( | 0.3% | ) | 23989 | ( | 7.4% | ) |
|
 |
0
(0.0%) |
soil_pH
[numeric] |
Mean (sd) : 6.2 (1) | min ≤ med ≤ max: | 0 ≤ 6.1 ≤ 8.7 | IQR (CV) : 1.3 (0.2) |
|
670 distinct values |
 |
284730
(87.5%) |
soil_pH_KCl
[numeric] |
Mean (sd) : 6.2 (1) | min ≤ med ≤ max: | 4.1 ≤ 6.6 ≤ 7.8 | IQR (CV) : 1.2 (0.2) |
|
18 distinct values |
 |
325044
(99.9%) |
soil_pH_CaCl2
[numeric] |
Mean (sd) : 5.4 (1.2) | min ≤ med ≤ max: | 0 ≤ 4.8 ≤ 8.4 | IQR (CV) : 1.2 (0.2) |
|
61 distinct values |
 |
316811
(97.4%) |
soil_SOC
[numeric] |
Mean (sd) : 10.6 (38) | min ≤ med ≤ max: | 0 ≤ 1.3 ≤ 570 | IQR (CV) : 1.6 (3.6) |
|
974 distinct values |
 |
301177
(92.6%) |
soil_SOM
[numeric] |
Mean (sd) : 2.6 (4.2) | min ≤ med ≤ max: | 0 ≤ 1.8 ≤ 59 | IQR (CV) : 1.2 (1.6) |
|
435 distinct values |
 |
309490
(95.1%) |
soil_sand
[numeric] |
Mean (sd) : 57.2 (75.9) | min ≤ med ≤ max: | 0 ≤ 49 ≤ 862.6 | IQR (CV) : 42.1 (1.3) |
|
900 distinct values |
 |
302313
(92.9%) |
soil_clay
[numeric] |
Mean (sd) : 34.1 (57.4) | min ≤ med ≤ max: | 0 ≤ 28 ≤ 764.3 | IQR (CV) : 20 (1.7) |
|
589 distinct values |
 |
291491
(89.6%) |
soil_silt
[numeric] |
Mean (sd) : 35.5 (43.7) | min ≤ med ≤ max: | 0 ≤ 21.2 ≤ 340.4 | IQR (CV) : 40.7 (1.2) |
|
418 distinct values |
 |
309044
(95.0%) |
soil_texture
[character] |
1. (Empty string) | 2. sandy loam | 3. sandy clay loam | 4. loamy sand | 5. clay loam | 6. clay | 7. silt | 8. loam | 9. FAr | 10. Ar | [ 11 others ] |
|
305234 | ( | 93.8% | ) | 8567 | ( | 2.6% | ) | 4786 | ( | 1.5% | ) | 2539 | ( | 0.8% | ) | 1461 | ( | 0.4% | ) | 747 | ( | 0.2% | ) | 505 | ( | 0.2% | ) | 479 | ( | 0.1% | ) | 315 | ( | 0.1% | ) | 162 | ( | 0.0% | ) | 565 | ( | 0.2% | ) |
|
 |
0
(0.0%) |
soil_N
[numeric] |
Mean (sd) : 827.1 (5603.2) | min ≤ med ≤ max: | 0 ≤ 0.2 ≤ 209205 | IQR (CV) : 59.9 (6.8) |
|
825 distinct values |
 |
312066
(95.9%) |
soil_CO2
[numeric] |
Mean (sd) : 7.6 (4.4) | min ≤ med ≤ max: | 3.6 ≤ 4.2 ≤ 14.6 | IQR (CV) : 7.5 (0.6) |
|
8 distinct values |
 |
325273
(100.0%) |
soil_N2O
[numeric] |
Mean (sd) : 3.1 (1.6) | min ≤ med ≤ max: | 0.9 ≤ 3.4 ≤ 5.7 | IQR (CV) : 2.5 (0.5) |
|
7 distinct values |
 |
325273
(100.0%) |
soil_NO
[numeric] |
Mean (sd) : 0.6 (0.5) | min ≤ med ≤ max: | 0.2 ≤ 0.4 ≤ 1.7 | IQR (CV) : 0.3 (0.9) |
|
8 distinct values |
 |
325273
(100.0%) |
soil_K
[numeric] |
Mean (sd) : 232.9 (363.3) | min ≤ med ≤ max: | 0.1 ≤ 114 ≤ 7800 | IQR (CV) : 277 (1.6) |
|
764 distinct values |
 |
309859
(95.2%) |
soil_P_total
[numeric] |
Mean (sd) : 24.2 (67.1) | min ≤ med ≤ max: | 0 ≤ 11 ≤ 1630 | IQR (CV) : 19.8 (2.8) |
|
532 distinct values |
 |
316519
(97.3%) |
soil_P
[numeric] |
Mean (sd) : 25.4 (26.7) | min ≤ med ≤ max: | 0.7 ≤ 16.5 ≤ 92.6 | IQR (CV) : 34.1 (1.1) |
|
15 distinct values |
 |
325109
(99.9%) |
soil_Ca
[numeric] |
Mean (sd) : 917.2 (1367.7) | min ≤ med ≤ max: | 0.4 ≤ 2.7 ≤ 5339 | IQR (CV) : 2035.2 (1.5) |
|
391 distinct values |
 |
319286
(98.1%) |
soil_Mg
[numeric] |
Mean (sd) : 151.2 (262) | min ≤ med ≤ max: | 0.2 ≤ 1.1 ≤ 1560.7 | IQR (CV) : 213.4 (1.7) |
|
446 distinct values |
 |
319286
(98.1%) |
soil_B
[numeric] |
Mean (sd) : 0.3 (0.4) | min ≤ med ≤ max: | 0 ≤ 0.2 ≤ 2.7 | IQR (CV) : 0.4 (1.1) |
|
241 distinct values |
 |
322327
(99.1%) |
soil_Cu
[numeric] |
Mean (sd) : 5.1 (4.4) | min ≤ med ≤ max: | 0.2 ≤ 3.4 ≤ 26.3 | IQR (CV) : 5.9 (0.9) |
|
188 distinct values |
 |
322936
(99.3%) |
soil_Mn
[numeric] |
Mean (sd) : 95.1 (89.7) | min ≤ med ≤ max: | 3.7 ≤ 78.4 ≤ 423 | IQR (CV) : 118.2 (0.9) |
|
295 distinct values |
 |
323410
(99.4%) |
soil_Fe
[numeric] |
Mean (sd) : 113.7 (96.4) | min ≤ med ≤ max: | 0 ≤ 106.5 ≤ 995 | IQR (CV) : 126 (0.8) |
|
300 distinct values |
 |
321878
(98.9%) |
soil_S
[numeric] |
Mean (sd) : 70.6 (858.8) | min ≤ med ≤ max: | 0.7 ≤ 12 ≤ 14200 | IQR (CV) : 12.2 (12.2) |
|
220 distinct values |
 |
322098
(99.0%) |
soil_Zn
[numeric] |
Mean (sd) : 4.5 (5.4) | min ≤ med ≤ max: | 0 ≤ 2.1 ≤ 69.1 | IQR (CV) : 6.1 (1.2) |
|
289 distinct values |
 |
319409
(98.2%) |
soil_Na
[numeric] |
Mean (sd) : 841.7 (4377.5) | min ≤ med ≤ max: | 0 ≤ 0.5 ≤ 95000 | IQR (CV) : 13.4 (5.2) |
|
120 distinct values |
 |
323439
(99.4%) |
soil_C
[numeric] |
Mean (sd) : 25.4 (66.1) | min ≤ med ≤ max: | 0 ≤ 2.7 ≤ 595.2 | IQR (CV) : 15.3 (2.6) |
|
197 distinct values |
 |
323025
(99.3%) |
soil_EC
[numeric] |
Mean (sd) : 15.8 (27.4) | min ≤ med ≤ max: | 0 ≤ 2.2 ≤ 125 | IQR (CV) : 15.1 (1.7) |
|
853 distinct values |
 |
323240
(99.3%) |
soil_bd
[numeric] |
Mean (sd) : 1760.3 (14166.8) | min ≤ med ≤ max: | 0 ≤ 1.5 ≤ 141000 | IQR (CV) : 928.7 (8) |
|
44 distinct values |
 |
324577
(99.8%) |
soil_CEC
[numeric] |
Mean (sd) : 19.9 (9.8) | min ≤ med ≤ max: | 0 ≤ 19.5 ≤ 50.8 | IQR (CV) : 10.9 (0.5) |
|
226 distinct values |
 |
318777
(98.0%) |
soil_ECEC
[numeric] |
Mean (sd) : 7.4 (5.1) | min ≤ med ≤ max: | 1 ≤ 4.7 ≤ 22.5 | IQR (CV) : 8.3 (0.7) |
|
162 distinct values |
 |
324436
(99.7%) |
soil_color
[character] |
1. (Empty string) | 2. black | 3. brown | 4. light black | 5. dark grey | 6. dark brown | 7. grey | 8. light brown | 9. olive brown | 10. brown and grey | [ 7 others ] |
|
322812 | ( | 99.2% | ) | 691 | ( | 0.2% | ) | 533 | ( | 0.2% | ) | 493 | ( | 0.2% | ) | 221 | ( | 0.1% | ) | 194 | ( | 0.1% | ) | 153 | ( | 0.0% | ) | 80 | ( | 0.0% | ) | 56 | ( | 0.0% | ) | 45 | ( | 0.0% | ) | 82 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
soil_quality
[character] |
1. (Empty string) | 2. better | 3. same |
|
325280 | ( | 100.0% | ) | 56 | ( | 0.0% | ) | 24 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
landscape_position
[character] |
1. (Empty string) | 2. Bottomland | 3. Slope | 4. Upland |
|
325192 | ( | 99.9% | ) | 62 | ( | 0.0% | ) | 78 | ( | 0.0% | ) | 28 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
soil_constraint
[character] |
1. (Empty string) | 2. acidic | 3. do not know | 4. none | 5. saline |
|
323182 | ( | 99.3% | ) | 250 | ( | 0.1% | ) | 105 | ( | 0.0% | ) | 1717 | ( | 0.5% | ) | 106 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
soil_ex_acidity
[numeric] |
Mean (sd) : 0.8 (1.1) | min ≤ med ≤ max: | 0 ≤ 0.4 ≤ 5.8 | IQR (CV) : 0.7 (1.4) |
|
71 distinct values |
 |
324907
(99.9%) |
soil_Al_sat
[numeric] |
Mean (sd) : 16 (21.1) | min ≤ med ≤ max: | 0 ≤ 3.2 ≤ 67.8 | IQR (CV) : 30.6 (1.3) |
|
12 distinct values |
 |
325320
(100.0%) |
soil_WHC_sat
[numeric] |
Mean (sd) : 2.8 (6.9) | min ≤ med ≤ max: | 0 ≤ 1 ≤ 37 | IQR (CV) : 0.2 (2.5) |
|
8 distinct values |
 |
325083
(99.9%) |
station_name
[character] |
1. (Empty string) | 2. ICRISAT_PAT | 3. QWAQWA; UNIQWA |
|
324511 | ( | 99.7% | ) | 244 | ( | 0.1% | ) | 605 | ( | 0.2% | ) |
|
 |
0
(0.0%) |
prec
[numeric] |
Mean (sd) : 3.2 (12.2) | min ≤ med ≤ max: | 0 ≤ 0 ≤ 290.7 | IQR (CV) : 0.7 (3.8) |
|
728 distinct values |
 |
318507
(97.9%) |
temp
[numeric] |
Mean (sd) : 22.4 (4.9) | min ≤ med ≤ max: | 1.5 ≤ 23.4 ≤ 28.3 | IQR (CV) : 5 (0.2) |
|
2920 distinct values |
 |
301677
(92.7%) |
tmin
[numeric] |
Mean (sd) : 27.2 (18.5) | min ≤ med ≤ max: | -22.9 ≤ 20.2 ≤ 77.4 | IQR (CV) : 22.4 (0.7) |
|
3225 distinct values |
 |
318322
(97.8%) |
tmax
[numeric] |
Mean (sd) : 44.5 (23.6) | min ≤ med ≤ max: | -6.7 ≤ 32.3 ≤ 105 | IQR (CV) : 38.6 (0.5) |
|
3280 distinct values |
 |
318320
(97.8%) |
dewp
[numeric] |
Mean (sd) : 13.4 (3) | min ≤ med ≤ max: | 2.9 ≤ 13.5 ≤ 19.6 | IQR (CV) : 4.4 (0.2) |
|
747 distinct values |
 |
323538
(99.4%) |
rhum
[numeric] |
Mean (sd) : 71.7 (13.7) | min ≤ med ≤ max: | 24.9 ≤ 72.6 ≤ 100 | IQR (CV) : 19.2 (0.2) |
|
4544 distinct values |
 |
319474
(98.2%) |
rhmn
[numeric] |
Mean (sd) : 34.4 (17.9) | min ≤ med ≤ max: | 5.1 ≤ 31.2 ≤ 97 | IQR (CV) : 24.1 (0.5) |
|
639 distinct values |
 |
324514
(99.7%) |
rhmx
[numeric] |
Mean (sd) : 86.9 (13) | min ≤ med ≤ max: | 21.8 ≤ 89 ≤ 100 | IQR (CV) : 15 (0.1) |
|
499 distinct values |
 |
324511
(99.7%) |
srad
[numeric] |
Mean (sd) : 310.7 (189.5) | min ≤ med ≤ max: | 2.3 ≤ 309.7 ≤ 787.6 | IQR (CV) : 298.6 (0.6) |
|
5163 distinct values |
 |
318747
(98.0%) |
wspd
[numeric] |
Mean (sd) : 17.5 (23.8) | min ≤ med ≤ max: | 0 ≤ 6.4 ≤ 90.8 | IQR (CV) : 26.4 (1.4) |
|
3920 distinct values |
 |
320025
(98.4%) |
wdir
[numeric] |
Mean (sd) : 148.1 (77.3) | min ≤ med ≤ max: | 6.7 ≤ 133.8 ≤ 358 | IQR (CV) : 132.6 (0.5) |
|
755 distinct values |
 |
323630
(99.5%) |
wgst
[numeric] |
Mean (sd) : 2.7 (3.6) | min ≤ med ≤ max: | 0 ≤ 1.3 ≤ 30.8 | IQR (CV) : 3.1 (1.4) |
|
1026 distinct values |
 |
323010
(99.3%) |