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 ] |
|
342568 | ( | 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 | [ 1002 others ] |
|
309923 | ( | 90.3% | ) | 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% | ) | 23688 | ( | 6.9% | ) |
|
 |
0
(0.0%) |
variable
[character] |
1. (Empty string) | 2. P | 3. Zn |
|
337300 | ( | 98.3% | ) | 3400 | ( | 1.0% | ) | 2548 | ( | 0.7% | ) |
|
 |
0
(0.0%) |
value
[numeric] |
Mean (sd) : 19.9 (79.6) | min ≤ med ≤ max: | 0 ≤ 5.3 ≤ 846.6 | IQR (CV) : 12.8 (4) |
|
262 distinct values |
 |
337300
(98.3%) |
method
[character] |
1. (Empty string) | 2. Mehlich3 | 3. DTPA | 4. unspecified | 5. Olsen | 6. Bray | 7. HCl | 8. EDTA | 9. AB-DTPA | 10. AB-DTOA | [ 31 others ] |
|
337300 | ( | 98.3% | ) | 1572 | ( | 0.5% | ) | 1364 | ( | 0.4% | ) | 984 | ( | 0.3% | ) | 972 | ( | 0.3% | ) | 274 | ( | 0.1% | ) | 132 | ( | 0.0% | ) | 128 | ( | 0.0% | ) | 120 | ( | 0.0% | ) | 96 | ( | 0.0% | ) | 306 | ( | 0.1% | ) |
|
 |
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 ] |
|
263610 | ( | 76.8% | ) | 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 | ( | 23.1% | ) |
|
 |
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 | [ 4219 others ] |
|
52031 | ( | 15.2% | ) | 19985 | ( | 5.8% | ) | 14631 | ( | 4.3% | ) | 12099 | ( | 3.5% | ) | 6678 | ( | 1.9% | ) | 6515 | ( | 1.9% | ) | 6080 | ( | 1.8% | ) | 5231 | ( | 1.5% | ) | 4413 | ( | 1.3% | ) | 3911 | ( | 1.1% | ) | 211674 | ( | 61.7% | ) |
|
 |
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 |
 |
339761
(99.0%) |
transplanting_date
[IDate,
Date] |
min : 1991-08-15 | med : 2014-07-06 | max : 2015-09-05 | range : 24y 0m 21d |
|
273 distinct values |
 |
340629
(99.2%) |
heading_date
[IDate,
Date] |
min : 2012-02-07 | med : 2012-02-17 | max : 2013-02-12 | range : 1y 0m 5d |
|
32 distinct values |
 |
342584
(99.8%) |
flowering_date
[character] |
1. (Empty string) | 2. 2012-02-13 | 3. 2012-02-28 | 4. 2016-09-24 | 5. 2012-03-02 | 6. 2016-09-25 | 7. 2017-08-21 | 8. 2012-03-01 | 9. 2012-02-17 | 10. 2016-09-14 | [ 300 others ] |
|
339692 | ( | 99.0% | ) | 115 | ( | 0.0% | ) | 98 | ( | 0.0% | ) | 72 | ( | 0.0% | ) | 68 | ( | 0.0% | ) | 62 | ( | 0.0% | ) | 58 | ( | 0.0% | ) | 56 | ( | 0.0% | ) | 55 | ( | 0.0% | ) | 55 | ( | 0.0% | ) | 2917 | ( | 0.8% | ) |
|
 |
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 |
 |
340977
(99.3%) |
harvest_date
[character] |
1. (Empty string) | 2. 2014 | 3. 2015 | 4. 2017-11-01 | 5. 2017 | 6. 2020 | 7. 2018 | 8. 2013 | 9. 2016 | 10. 2019 | [ 4058 others ] |
|
153394 | ( | 44.7% | ) | 6638 | ( | 1.9% | ) | 6324 | ( | 1.8% | ) | 3677 | ( | 1.1% | ) | 3655 | ( | 1.1% | ) | 3629 | ( | 1.1% | ) | 3413 | ( | 1.0% | ) | 3325 | ( | 1.0% | ) | 3319 | ( | 1.0% | ) | 3291 | ( | 1.0% | ) | 152583 | ( | 44.5% | ) |
|
 |
0
(0.0%) |
growth_stage
[character] |
1. (Empty string) | 2. maize had six fully | 3. Post maize harvestin |
|
342997 | ( | 99.9% | ) | 68 | ( | 0.0% | ) | 183 | ( | 0.1% | ) |
|
 |
0
(0.0%) |
LTE_name
[character] |
1. (Empty string) | 2. LTCCE-HP | 3. WARDA |
|
329395 | ( | 96.0% | ) | 13481 | ( | 3.9% | ) | 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 ] |
|
302290 | ( | 88.1% | ) | 5947 | ( | 1.7% | ) | 4542 | ( | 1.3% | ) | 4328 | ( | 1.3% | ) | 2995 | ( | 0.9% | ) | 2880 | ( | 0.8% | ) | 2784 | ( | 0.8% | ) | 2209 | ( | 0.6% | ) | 2184 | ( | 0.6% | ) | 2087 | ( | 0.6% | ) | 11002 | ( | 3.2% | ) |
|
 |
0
(0.0%) |
flooded
[logical] |
|
|
 |
342025
(99.6%) |
on_farm
[logical] |
|
55458 | ( | 18.7% | ) | 241426 | ( | 81.3% | ) |
|
 |
46364
(13.5%) |
is_survey
[logical] |
|
|
 |
28362
(8.3%) |
treatment
[character] |
1. (Empty string) | 2. Check | 3. CA+Mz/leg | 4. CA+Mz | 5. control | 6. conventional tillage | 7. reduced irrigation w | 8. zero tillage | 9. NPK | 10. conservation_agricul | [ 7024 others ] |
|
171707 | ( | 50.0% | ) | 5736 | ( | 1.7% | ) | 5705 | ( | 1.7% | ) | 5674 | ( | 1.7% | ) | 4806 | ( | 1.4% | ) | 4500 | ( | 1.3% | ) | 4500 | ( | 1.3% | ) | 4500 | ( | 1.3% | ) | 4383 | ( | 1.3% | ) | 4017 | ( | 1.2% | ) | 127720 | ( | 37.2% | ) |
|
 |
0
(0.0%) |
rep
[integer] |
Mean (sd) : 15.9 (73.5) | min ≤ med ≤ max: | 0 ≤ 3 ≤ 757 | IQR (CV) : 2 (4.6) |
|
758 distinct values |
 |
210160
(61.2%) |
crop
[character] |
1. maize | 2. wheat | 3. rice | 4. (Empty string) | 5. soybean | 6. common bean | 7. durum wheat | 8. cassava | 9. sorghum | 10. groundnut | [ 120 others ] |
|
162090 | ( | 47.2% | ) | 30236 | ( | 8.8% | ) | 21012 | ( | 6.1% | ) | 20650 | ( | 6.0% | ) | 20011 | ( | 5.8% | ) | 18955 | ( | 5.5% | ) | 15056 | ( | 4.4% | ) | 11246 | ( | 3.3% | ) | 7677 | ( | 2.2% | ) | 7057 | ( | 2.1% | ) | 29258 | ( | 8.5% | ) |
|
 |
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 | [ 6175 others ] |
|
114355 | ( | 33.3% | ) | 8904 | ( | 2.6% | ) | 6994 | ( | 2.0% | ) | 4249 | ( | 1.2% | ) | 3787 | ( | 1.1% | ) | 3609 | ( | 1.1% | ) | 3414 | ( | 1.0% | ) | 3387 | ( | 1.0% | ) | 3384 | ( | 1.0% | ) | 3207 | ( | 0.9% | ) | 187958 | ( | 54.8% | ) |
|
 |
0
(0.0%) |
variety_code
[character] |
1. (Empty string) | 2. H311 | 3. v1 | 4. v2 | 5. v3 | 6. XR45 | 7. CD22344-A-8M-1Y-1M-1 | 8. CD91B1938-6M-030Y-03 | 9. CD91Y636-1Y-040M-030 | 10. CDSS02B01285T-0TOPB- | [ 379 others ] |
|
323950 | ( | 94.4% | ) | 336 | ( | 0.1% | ) | 332 | ( | 0.1% | ) | 330 | ( | 0.1% | ) | 214 | ( | 0.1% | ) | 168 | ( | 0.0% | ) | 108 | ( | 0.0% | ) | 108 | ( | 0.0% | ) | 108 | ( | 0.0% | ) | 108 | ( | 0.0% | ) | 17486 | ( | 5.1% | ) |
|
 |
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 ] |
|
324971 | ( | 94.7% | ) | 5782 | ( | 1.7% | ) | 2381 | ( | 0.7% | ) | 1998 | ( | 0.6% | ) | 1179 | ( | 0.3% | ) | 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. maize;pigeon pea | 8. pigeon pea | 9. soybean;pigeon pea | 10. common bean | [ 24 others ] |
|
309410 | ( | 90.1% | ) | 18551 | ( | 5.4% | ) | 6010 | ( | 1.8% | ) | 3300 | ( | 1.0% | ) | 1449 | ( | 0.4% | ) | 897 | ( | 0.3% | ) | 738 | ( | 0.2% | ) | 619 | ( | 0.2% | ) | 468 | ( | 0.1% | ) | 178 | ( | 0.1% | ) | 1628 | ( | 0.5% | ) |
|
 |
0
(0.0%) |
intercrop_type
[character] |
1. (Empty string) | 2. mixed | 3. monocrop | 4. strip |
|
341521 | ( | 99.5% | ) | 1658 | ( | 0.5% | ) | 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 ] |
|
305365 | ( | 89.0% | ) | 10571 | ( | 3.1% | ) | 7345 | ( | 2.1% | ) | 2788 | ( | 0.8% | ) | 2332 | ( | 0.7% | ) | 1857 | ( | 0.5% | ) | 1590 | ( | 0.5% | ) | 1338 | ( | 0.4% | ) | 1152 | ( | 0.3% | ) | 1096 | ( | 0.3% | ) | 7814 | ( | 2.3% | ) |
|
 |
0
(0.0%) |
crop_rotation
[character] |
1. (Empty string) | 2. maize;soybean | 3. maize;maize | 4. none | 5. maize;rice | 6. maize | 7. groundnut | 8. rice;maize | 9. soybean | 10. maize;oats | [ 73 others ] |
|
327271 | ( | 95.3% | ) | 2135 | ( | 0.6% | ) | 1766 | ( | 0.5% | ) | 1594 | ( | 0.5% | ) | 1476 | ( | 0.4% | ) | 1130 | ( | 0.3% | ) | 1084 | ( | 0.3% | ) | 1078 | ( | 0.3% | ) | 1005 | ( | 0.3% | ) | 970 | ( | 0.3% | ) | 3739 | ( | 1.1% | ) |
|
 |
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 |
 |
338515
(98.6%) |
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 |
 |
326827
(95.2%) |
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 |
 |
342424
(99.8%) |
dmy_storage
[numeric] |
Mean (sd) : 5681.2 (4850.9) | min ≤ med ≤ max: | 0 ≤ 4293 ≤ 45773 | IQR (CV) : 4658.8 (0.9) |
|
4952 distinct values |
 |
337229
(98.2%) |
dmy_total
[numeric] |
Mean (sd) : 6800 (7444.8) | min ≤ med ≤ max: | 0 ≤ 4847.7 ≤ 80721 | IQR (CV) : 9466.4 (1.1) |
|
18715 distinct values |
 |
317148
(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 |
 |
334945
(97.6%) |
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 |
 |
341808
(99.6%) |
fwy_leaves
[numeric] |
Mean (sd) : 2363.9 (1701.1) | min ≤ med ≤ max: | 0 ≤ 2015.4 ≤ 11450 | IQR (CV) : 1921.5 (0.7) |
|
1703 distinct values |
 |
340866
(99.3%) |
fwy_total
[numeric] |
Mean (sd) : 12385.5 (81965.3) | min ≤ med ≤ max: | 0 ≤ 2521.9 ≤ 1718800 | IQR (CV) : 7363.6 (6.6) |
|
7836 distinct values |
 |
330621
(96.3%) |
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 |
 |
305619
(89.0%) |
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 ] |
|
181008 | ( | 52.7% | ) | 101261 | ( | 29.5% | ) | 31416 | ( | 9.2% | ) | 11337 | ( | 3.3% | ) | 11306 | ( | 3.3% | ) | 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) : 4783.3 (8576.9) | min ≤ med ≤ max: | -317.2 ≤ 3510 ≤ 813666.7 | IQR (CV) : 4192 (1.8) |
|
84728 distinct values |
 |
49442
(14.4%) |
yield_moisture
[numeric] |
Mean (sd) : 24.4 (27.8) | min ≤ med ≤ max: | 7 ≤ 12.5 ≤ 100 | IQR (CV) : 3 (1.1) |
|
452 distinct values |
 |
313288
(91.3%) |
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 |
 |
343017
(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 |
 |
342918
(99.9%) |
seed_weight
[numeric] |
Mean (sd) : 114.1 (141) | min ≤ med ≤ max: | 0 ≤ 42.6 ≤ 910 | IQR (CV) : 109.8 (1.2) |
|
4510 distinct values |
 |
324282
(94.5%) |
fertilizer_used
[logical] |
|
|
 |
337800
(98.4%) |
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 ] |
|
174318 | ( | 50.8% | ) | 15068 | ( | 4.4% | ) | 13640 | ( | 4.0% | ) | 13414 | ( | 3.9% | ) | 10797 | ( | 3.1% | ) | 10194 | ( | 3.0% | ) | 6102 | ( | 1.8% | ) | 4870 | ( | 1.4% | ) | 4622 | ( | 1.3% | ) | 4549 | ( | 1.3% | ) | 85674 | ( | 25.0% | ) |
|
 |
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 ] |
|
282918 | ( | 82.4% | ) | 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 | ( | 16.9% | ) |
|
 |
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 |
 |
342067
(99.7%) |
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 ] |
|
294498 | ( | 85.8% | ) | 13181 | ( | 3.8% | ) | 10541 | ( | 3.1% | ) | 4664 | ( | 1.4% | ) | 2799 | ( | 0.8% | ) | 2687 | ( | 0.8% | ) | 1899 | ( | 0.6% | ) | 1832 | ( | 0.5% | ) | 1443 | ( | 0.4% | ) | 1379 | ( | 0.4% | ) | 8325 | ( | 2.4% | ) |
|
 |
0
(0.0%) |
N_fertilizer
[numeric] |
Mean (sd) : 80.8 (78) | min ≤ med ≤ max: | 0 ≤ 66.6 ≤ 1000 | IQR (CV) : 106 (1) |
|
5605 distinct values |
 |
80243
(23.4%) |
N_splits
[integer] |
Mean (sd) : 2.3 (1.2) | min ≤ med ≤ max: | 0 ≤ 2 ≤ 25 | IQR (CV) : 1 (0.5) |
|
20 distinct values |
 |
264820
(77.2%) |
P_fertilizer
[numeric] |
Mean (sd) : 25.4 (32) | min ≤ med ≤ max: | 0 ≤ 20.1 ≤ 1275.7 | IQR (CV) : 21.3 (1.3) |
|
2123 distinct values |
 |
80217
(23.4%) |
K_fertilizer
[numeric] |
Mean (sd) : 20.4 (60.3) | min ≤ med ≤ max: | 0 ≤ 0 ≤ 4303.5 | IQR (CV) : 30 (3) |
|
1399 distinct values |
 |
92107
(26.8%) |
Zn_fertilizer
[numeric] |
Mean (sd) : 2.1 (11.7) | min ≤ med ≤ max: | 0 ≤ 0 ≤ 2795 | IQR (CV) : 5 (5.7) |
|
206 distinct values |
 |
279000
(81.3%) |
S_fertilizer
[numeric] |
Mean (sd) : 7.5 (24.5) | min ≤ med ≤ max: | 0 ≤ 0 ≤ 1014.4 | IQR (CV) : 4 (3.3) |
|
231 distinct values |
 |
287299
(83.7%) |
B_fertilizer
[numeric] |
Mean (sd) : 0.3 (0.9) | min ≤ med ≤ max: | 0 ≤ 0 ≤ 5 | IQR (CV) : 0 (2.9) |
|
48 distinct values |
 |
319720
(93.1%) |
Ca_fertilizer
[numeric] |
Mean (sd) : 11.7 (80.6) | min ≤ med ≤ max: | 0 ≤ 0 ≤ 1244.6 | IQR (CV) : 0 (6.9) |
|
186 distinct values |
 |
327309
(95.4%) |
Mg_fertilizer
[numeric] |
Mean (sd) : 2.8 (8.7) | min ≤ med ≤ max: | 0 ≤ 0 ≤ 210 | IQR (CV) : 0 (3.1) |
|
80 distinct values |
 |
326896
(95.2%) |
Fe_fertilizer
[numeric] |
Mean (sd) : 45.8 (263.7) | min ≤ med ≤ max: | 0 ≤ 0 ≤ 2609.1 | IQR (CV) : 0 (5.8) |
|
110 distinct values |
 |
341012
(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 |
 |
340722
(99.3%) |
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 |
 |
341184
(99.4%) |
Cu_fertilizer
[numeric] |
Mean (sd) : 0.8 (23.8) | min ≤ med ≤ max: | 0 ≤ 0 ≤ 1040 | IQR (CV) : 0 (30) |
|
53 distinct values |
 |
341327
(99.4%) |
Mo_fertilizer
[numeric] |
Mean (sd) : 0 (0) | min ≤ med ≤ max: | 0 ≤ 0 ≤ 0.1 | IQR (CV) : 0 (8.7) |
|
4 distinct values |
 |
341487
(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 |
 |
342898
(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 |
 |
341316
(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 |
 |
341707
(99.6%) |
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 |
 |
343126
(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 |
 |
343168
(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 |
 |
343168
(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% | ) |
|
 |
332760
(96.9%) |
lime_used
[logical] |
|
|
 |
342655
(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 |
 |
337430
(98.3%) |
OM_used
[logical] |
|
|
 |
315388
(91.9%) |
OM_type
[character] |
1. (Empty string) | 2. farmyard manure | 3. none | 4. compost | 5. foliage | 6. biochar | 7. leaf litter | 8. unknown | 9. bone meal | 10. cattle dung | [ 4 others ] |
|
335162 | ( | 97.6% | ) | 4559 | ( | 1.3% | ) | 2978 | ( | 0.9% | ) | 207 | ( | 0.1% | ) | 96 | ( | 0.0% | ) | 48 | ( | 0.0% | ) | 36 | ( | 0.0% | ) | 36 | ( | 0.0% | ) | 35 | ( | 0.0% | ) | 32 | ( | 0.0% | ) | 59 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
OM_amount
[numeric] |
Mean (sd) : 3151.1 (11056.6) | min ≤ med ≤ max: | 0 ≤ 1000 ≤ 109000 | IQR (CV) : 2650 (3.5) |
|
49 distinct values |
 |
336154
(97.9%) |
inoculated
[logical] |
|
|
 |
277598
(80.9%) |
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 ] |
|
342276 | ( | 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 |
|
|
 |
343236
(100.0%) |
irrigated
[logical] |
|
171941 | ( | 69.5% | ) | 75399 | ( | 30.5% | ) |
|
 |
95908
(27.9%) |
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 ] |
|
340600 | ( | 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 ] |
|
337118 | ( | 98.2% | ) | 2962 | ( | 0.9% | ) | 1023 | ( | 0.3% | ) | 874 | ( | 0.3% | ) | 501 | ( | 0.1% | ) | 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 |
 |
337819
(98.4%) |
irrigation_amount
[numeric] |
Mean (sd) : 197.8 (179.9) | min ≤ med ≤ max: | 0 ≤ 110 ≤ 1080 | IQR (CV) : 204.8 (0.9) |
|
182 distinct values |
 |
338029
(98.5%) |
irrigation_fulfullment
[character] |
1. (Empty string) | 2. full irrigation | 3. reduced irrigation |
|
341376 | ( | 99.5% | ) | 936 | ( | 0.3% | ) | 936 | ( | 0.3% | ) |
|
 |
0
(0.0%) |
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 ] |
|
340913 | ( | 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 ] |
|
262300 | ( | 76.4% | ) | 20002 | ( | 5.8% | ) | 19384 | ( | 5.6% | ) | 8610 | ( | 2.5% | ) | 6188 | ( | 1.8% | ) | 4200 | ( | 1.2% | ) | 3814 | ( | 1.1% | ) | 2832 | ( | 0.8% | ) | 2832 | ( | 0.8% | ) | 2583 | ( | 0.8% | ) | 10503 | ( | 3.1% | ) |
|
 |
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 |
|
341076 | ( | 99.4% | ) | 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 ] |
|
335664 | ( | 97.8% | ) | 2992 | ( | 0.9% | ) | 1560 | ( | 0.5% | ) | 789 | ( | 0.2% | ) | 777 | ( | 0.2% | ) | 510 | ( | 0.1% | ) | 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 |
|
342126 | ( | 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 |
|
341066 | ( | 99.4% | ) | 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 |
 |
339249
(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 |
|
339198 | ( | 98.8% | ) | 47 | ( | 0.0% | ) | 1521 | ( | 0.4% | ) | 2121 | ( | 0.6% | ) | 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) : 65.2 (23) | min ≤ med ≤ max: | 0.8 ≤ 75 ≤ 300 | IQR (CV) : 25 (0.4) |
|
61 distinct values |
 |
300728
(87.6%) |
plot_area
[numeric] |
Mean (sd) : 63.4 (618.5) | min ≤ med ≤ max: | 0 ≤ 18 ≤ 30000 | IQR (CV) : 35.2 (9.8) |
|
345 distinct values |
 |
321470
(93.7%) |
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% | ) |
|
 |
340987
(99.3%) |
plot_width
[numeric] |
Mean (sd) : 5 (0.2) | min ≤ med ≤ max: | 5 ≤ 5 ≤ 6 | IQR (CV) : 0 (0) |
|
3 distinct values |
 |
340987
(99.3%) |
plant_spacing
[numeric] |
Mean (sd) : 23.7 (13.4) | min ≤ med ≤ max: | 2 ≤ 25 ≤ 100 | IQR (CV) : 15 (0.6) |
|
30 distinct values |
 |
312927
(91.2%) |
seed_density
[numeric] |
Mean (sd) : 572352.1 (599107.3) | min ≤ med ≤ max: | 80 ≤ 750000 ≤ 3500000 | IQR (CV) : 999900 (1) |
|
48 distinct values |
 |
332689
(96.9%) |
seed_rate
[numeric] |
Mean (sd) : 5585392 (39614056) | min ≤ med ≤ max: | 0 ≤ 266666.7 ≤ 432050000 | IQR (CV) : 462500 (7.1) |
|
149 distinct values |
 |
339809
(99.0%) |
plant_density
[numeric] |
Mean (sd) : 122956.2 (193328.2) | min ≤ med ≤ max: | 0 ≤ 50110.4 ≤ 3430000 | IQR (CV) : 186078.5 (1.6) |
|
13927 distinct values |
 |
271224
(79.0%) |
cob_density
[numeric] |
Mean (sd) : 42895.1 (12651.8) | min ≤ med ≤ max: | 2222 ≤ 42218 ≤ 100080 | IQR (CV) : 13376 (0.3) |
|
232 distinct values |
 |
342417
(99.8%) |
spike_density
[numeric] |
Mean (sd) : 3315831 (858652.6) | min ≤ med ≤ max: | 109.9 ≤ 3270000 ≤ 9940000 | IQR (CV) : 790000 (0.3) |
|
355 distinct values |
 |
341340
(99.4%) |
rain
[numeric] |
Mean (sd) : 654.5 (375.9) | min ≤ med ≤ max: | 0 ≤ 576 ≤ 3000 | IQR (CV) : 439 (0.6) |
|
637 distinct values |
 |
322528
(94.0%) |
emergence_days
[integer] |
Mean (sd) : 8.6 (2.9) | min ≤ med ≤ max: | 5 ≤ 8 ≤ 89 | IQR (CV) : 2 (0.3) |
|
18 distinct values |
 |
337850
(98.4%) |
transplanting_days
[integer] |
1 distinct value |
|
 |
329767
(96.1%) |
heading_days
[integer] |
Mean (sd) : 83.6 (3.5) | min ≤ med ≤ max: | 77 ≤ 83 ≤ 95 | IQR (CV) : 5 (0) |
|
17 distinct values |
 |
343056
(99.9%) |
flowering_days
[integer] |
Mean (sd) : 69 (20) | min ≤ med ≤ max: | 19 ≤ 75 ≤ 120 | IQR (CV) : 25 (0.3) |
|
93 distinct values |
 |
334748
(97.5%) |
anthesis_days
[integer] |
Mean (sd) : 88 (9.7) | min ≤ med ≤ max: | 63 ≤ 90 ≤ 106 | IQR (CV) : 12.8 (0.1) |
|
44 distinct values |
 |
342454
(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 |
 |
341563
(99.5%) |
asi
[integer] |
Mean (sd) : 5.3 (3) | min ≤ med ≤ max: | 0 ≤ 5 ≤ 19 | IQR (CV) : 4 (0.6) |
|
18 distinct values |
 |
341809
(99.6%) |
tassling_days
[integer] |
Mean (sd) : 70.7 (7) | min ≤ med ≤ max: | 53 ≤ 71 ≤ 87 | IQR (CV) : 11 (0.1) |
|
35 distinct values |
 |
341809
(99.6%) |
maturity_days
[integer] |
Mean (sd) : 121.1 (16) | min ≤ med ≤ max: | 78 ≤ 121 ≤ 221 | IQR (CV) : 17 (0.1) |
|
94 distinct values |
 |
335094
(97.6%) |
harvest_days
[integer] |
Mean (sd) : 130.6 (22.6) | min ≤ med ≤ max: | 80 ≤ 125 ≤ 183 | IQR (CV) : 27 (0.2) |
|
81 distinct values |
 |
340238
(99.1%) |
plant_height
[numeric] |
Mean (sd) : 91.4 (41.4) | min ≤ med ≤ max: | 10 ≤ 85 ≤ 569 | IQR (CV) : 11 (0.5) |
|
1753 distinct values |
 |
317925
(92.6%) |
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 |
 |
343080
(100.0%) |
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 |
 |
343212
(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 |
 |
343124
(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 |
 |
343088
(100.0%) |
leaf_N
[numeric] |
Mean (sd) : 14.3 (16.6) | min ≤ med ≤ max: | 0.3 ≤ 2.6 ≤ 54.4 | IQR (CV) : 29.6 (1.2) |
|
2406 distinct values |
 |
339783
(99.0%) |
leaf_N_NH4
[numeric] |
Mean (sd) : 16.3 (6.5) | min ≤ med ≤ max: | 7.2 ≤ 14.5 ≤ 41.5 | IQR (CV) : 8.2 (0.4) |
|
166 distinct values |
 |
342376
(99.7%) |
leaf_N_NO3
[numeric] |
Mean (sd) : 8.4 (11.1) | min ≤ med ≤ max: | 0 ≤ 4 ≤ 70 | IQR (CV) : 8.8 (1.3) |
|
31 distinct values |
 |
342549
(99.8%) |
leaf_K
[numeric] |
Mean (sd) : 6.2 (6.3) | min ≤ med ≤ max: | 0.1 ≤ 2.2 ≤ 23.8 | IQR (CV) : 12.2 (1) |
|
2280 distinct values |
 |
340057
(99.1%) |
leaf_P
[numeric] |
Mean (sd) : 0.8 (0.9) | min ≤ med ≤ max: | 0 ≤ 0.3 ≤ 5 | IQR (CV) : 1.7 (1.1) |
|
2255 distinct values |
 |
340057
(99.1%) |
leaf_S
[numeric] |
Mean (sd) : 2.1 (0.2) | min ≤ med ≤ max: | 0.8 ≤ 2.1 ≤ 2.9 | IQR (CV) : 0.3 (0.1) |
|
73 distinct values |
 |
342257
(99.7%) |
leaf_Mg
[numeric] |
Mean (sd) : 0.7 (0.8) | min ≤ med ≤ max: | 0 ≤ 0.3 ≤ 6.9 | IQR (CV) : 1.1 (1.1) |
|
2287 distinct values |
 |
340057
(99.1%) |
leaf_Ca
[numeric] |
Mean (sd) : 1.3 (1.2) | min ≤ med ≤ max: | 0.1 ≤ 0.7 ≤ 8.3 | IQR (CV) : 1.4 (1) |
|
2217 distinct values |
 |
340057
(99.1%) |
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 |
 |
341075
(99.4%) |
leaf_Zn
[numeric] |
Mean (sd) : 1231 (5460.4) | min ≤ med ≤ max: | 1.7 ≤ 15 ≤ 46900 | IQR (CV) : 9.4 (4.4) |
|
2428 distinct values |
 |
340057
(99.1%) |
leaf_Cu
[numeric] |
Mean (sd) : 575.7 (2481.9) | min ≤ med ≤ max: | 0.4 ≤ 7.2 ≤ 20000 | IQR (CV) : 4.1 (4.3) |
|
2206 distinct values |
 |
340201
(99.1%) |
leaf_Mn
[numeric] |
Mean (sd) : 1802.2 (8504) | min ≤ med ≤ max: | 0.9 ≤ 37.4 ≤ 118000 | IQR (CV) : 60.2 (4.7) |
|
2430 distinct values |
 |
340201
(99.1%) |
leaf_B
[numeric] |
Mean (sd) : 351.1 (1474.1) | min ≤ med ≤ max: | 0.6 ≤ 5.8 ≤ 9400 | IQR (CV) : 5.9 (4.2) |
|
2149 distinct values |
 |
340201
(99.1%) |
leaf_Al
[integer] |
Mean (sd) : 31162.3 (20093.5) | min ≤ med ≤ max: | 10000 ≤ 28600 ≤ 231900 | IQR (CV) : 17000 (0.6) |
|
129 distinct values |
 |
343089
(100.0%) |
leaf_Na
[numeric] |
Mean (sd) : 702.2 (2468.4) | min ≤ med ≤ max: | 0 ≤ 0.1 ≤ 20000 | IQR (CV) : 0 (3.5) |
|
59 distinct values |
 |
342294
(99.7%) |
grain_N
[numeric] |
Mean (sd) : 29.8 (122.5) | min ≤ med ≤ max: | 0.4 ≤ 12.4 ≤ 2710 | IQR (CV) : 16.6 (4.1) |
|
6418 distinct values |
 |
334178
(97.4%) |
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 |
 |
337321
(98.3%) |
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 |
 |
333803
(97.2%) |
grain_S
[numeric] |
Mean (sd) : 1 (1.2) | min ≤ med ≤ max: | 0 ≤ 1 ≤ 18.1 | IQR (CV) : 0.9 (1.2) |
|
1142 distinct values |
 |
340487
(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 |
 |
339354
(98.9%) |
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 |
 |
339543
(98.9%) |
grain_Fe
[numeric] |
Mean (sd) : 55.2 (61.2) | min ≤ med ≤ max: | -0.4 ≤ 39.4 ≤ 1237.3 | IQR (CV) : 58.3 (1.1) |
|
1348 distinct values |
 |
341010
(99.3%) |
grain_Zn
[numeric] |
Mean (sd) : 26.4 (27.8) | min ≤ med ≤ max: | -0.4 ≤ 21.4 ≤ 282.4 | IQR (CV) : 19.8 (1.1) |
|
2333 distinct values |
 |
337783
(98.4%) |
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 |
 |
340924
(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 |
 |
340916
(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 |
 |
342326
(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 |
 |
342968
(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 |
 |
342400
(99.8%) |
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 |
 |
343236
(100.0%) |
grain_Mo
[numeric] |
Mean (sd) : 0 (0) | min ≤ med ≤ max: | 0 ≤ 0 ≤ 0 | IQR (CV) : 0 (0.1) |
|
9 distinct values |
 |
343237
(100.0%) |
grain_protein
[numeric] |
Mean (sd) : 119.4 (117.1) | min ≤ med ≤ max: | 0 ≤ 101 ≤ 919.2 | IQR (CV) : 131.3 (1) |
|
1839 distinct values |
 |
339048
(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 |
 |
337802
(98.4%) |
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 |
 |
336529
(98.0%) |
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 |
 |
339147
(98.8%) |
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 |
 |
340711
(99.3%) |
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 |
 |
340772
(99.3%) |
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 |
 |
342189
(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 |
 |
342199
(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 |
 |
342227
(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 |
 |
342088
(99.7%) |
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 |
 |
342400
(99.8%) |
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 |
 |
341531
(99.5%) |
residue_B
[numeric] |
Mean (sd) : 0 (0) | min ≤ med ≤ max: | 0 ≤ 0 ≤ 0.1 | IQR (CV) : 0 (0.8) |
|
70 distinct values |
 |
343164
(100.0%) |
residue_Mo
[numeric] |
Mean (sd) : 0 (0) | min ≤ med ≤ max: | 0 ≤ 0 ≤ 0 | IQR (CV) : 0 (0.4) |
|
22 distinct values |
 |
343226
(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 |
 |
343236
(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 |
|
341969 | ( | 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] |
|
|
 |
316562
(92.2%) |
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 ] |
|
332897 | ( | 97.0% | ) | 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% | ) |
|
 |
342444
(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 |
 |
341780
(99.6%) |
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 |
 |
334522
(97.5%) |
herbicide_implement
[character] |
1. (Empty string) | 2. backpack sprayer |
|
|
 |
0
(0.0%) |
weeding_done
[logical] |
1. TRUE |
|
 |
342594
(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 |
|
342338 | ( | 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% | ) |
|
 |
340989
(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 ] |
|
342053 | ( | 99.7% | ) | 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 |
|
342053 | ( | 99.7% | ) | 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 |
|
343112 | ( | 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 |
 |
337896
(98.4%) |
weed_severity
[character] |
1. (Empty string) | 2. absent | 3. mild |
|
343168 | ( | 100.0% | ) | 32 | ( | 0.0% | ) | 48 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
insecticide_used
[logical] |
|
|
 |
332333
(96.8%) |
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 ] |
|
341024 | ( | 99.4% | ) | 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 |
 |
342859
(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 |
 |
342444
(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 |
 |
341861
(99.6%) |
insecticide_implement
[character] |
1. (Empty string) | 2. backpack sprayer | 3. unknown |
|
342923 | ( | 99.9% | ) | 254 | ( | 0.1% | ) | 71 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
pest_severity
[character] |
1. (Empty string) | 2. mild | 3. moderate |
|
343168 | ( | 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 ] |
|
342318 | ( | 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 |
 |
343136
(100.0%) |
fungicide_used
[logical] |
|
|
 |
333346
(97.1%) |
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 ] |
|
342566 | ( | 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% | ) |
|
 |
342444
(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 |
 |
342946
(99.9%) |
disease_severity
[character] |
1. (Empty string) | 2. 0 | 3. 1 | 4. 2 | 5. 3 | 6. 4 | 7. 5 | 8. mild | 9. severe |
|
342845 | ( | 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 |
 |
343212
(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 |
 |
341996
(99.6%) |
residue_prevcrop_used
[logical] |
|
|
 |
339919
(99.0%) |
mulch
[integer] |
Mean (sd) : 2005.7 (2114) | min ≤ med ≤ max: | 0 ≤ 2000 ≤ 10572 | IQR (CV) : 3000 (1.1) |
|
122 distinct values |
 |
341440
(99.5%) |
mulch_type
[character] |
1. (Empty string) | 2. ? | 3. cotton | 4. forest | 5. gramineae | 6. gramineae+legume | 7. legume | 8. no mulch | 9. straw |
|
341090 | ( | 99.4% | ) | 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 ] |
|
342967 | ( | 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 |
 |
342865
(99.9%) |
previous_crop_residue_perc
[numeric] |
Mean (sd) : 30.2 (31.7) | min ≤ med ≤ max: | 0 ≤ 16.7 ≤ 100 | IQR (CV) : 46.5 (1) |
|
31 distinct values |
 |
340228
(99.1%) |
previous_crop_residue_management
[character] |
1. (Empty string) | 2. burned straw | 3. incorporated straw | 4. removed straw | 5. retained straw | 6. unknown |
|
339443 | ( | 98.9% | ) | 9 | ( | 0.0% | ) | 18 | ( | 0.0% | ) | 9 | ( | 0.0% | ) | 9 | ( | 0.0% | ) | 3760 | ( | 1.1% | ) |
|
 |
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 |
 |
341925
(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 |
 |
342788
(99.9%) |
currency
[character] |
1. (Empty string) | 2. ?? | 3. BDT | 4. ETB | 5. MXN | 6. TZS | 7. USD |
|
341609 | ( | 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 |
|
343168 | ( | 100.0% | ) | 32 | ( | 0.0% | ) | 48 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
LAI
[numeric] |
Mean (sd) : 2.1 (1.2) | min ≤ med ≤ max: | 0 ≤ 1.9 ≤ 6.8 | IQR (CV) : 1.6 (0.6) |
|
926 distinct values |
 |
341536
(99.5%) |
harvest_index
[numeric] |
Mean (sd) : 10.3 (18.9) | min ≤ med ≤ max: | 0 ≤ 0.5 ≤ 93 | IQR (CV) : 0.2 (1.8) |
|
5642 distinct values |
 |
333592
(97.2%) |
farmer_gender
[character] |
1. (Empty string) | 2. F | 3. M |
|
342837 | ( | 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% | ) |
|
 |
343176
(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 |
 |
343212
(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 |
 |
325766
(94.9%) |
striga_trial
[logical] |
1. FALSE |
|
 |
342846
(99.9%) |
borer_trial
[logical] |
1. FALSE |
|
 |
342846
(99.9%) |
striga_infected
[logical] |
1. FALSE |
|
 |
342846
(99.9%) |
country
[character] |
1. Mexico | 2. Nigeria | 3. Malawi | 4. (Empty string) | 5. Ethiopia | 6. India | 7. Philippines | 8. United States | 9. Mozambique | 10. Tanzania | [ 89 others ] |
|
110887 | ( | 32.3% | ) | 29493 | ( | 8.6% | ) | 26422 | ( | 7.7% | ) | 20619 | ( | 6.0% | ) | 14649 | ( | 4.3% | ) | 14357 | ( | 4.2% | ) | 13770 | ( | 4.0% | ) | 13361 | ( | 3.9% | ) | 13251 | ( | 3.9% | ) | 12475 | ( | 3.6% | ) | 73964 | ( | 21.5% | ) |
|
 |
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 ] |
|
150941 | ( | 44.0% | ) | 19810 | ( | 5.8% | ) | 13481 | ( | 3.9% | ) | 12812 | ( | 3.7% | ) | 9301 | ( | 2.7% | ) | 6266 | ( | 1.8% | ) | 6216 | ( | 1.8% | ) | 5939 | ( | 1.7% | ) | 5158 | ( | 1.5% | ) | 5054 | ( | 1.5% | ) | 108270 | ( | 31.5% | ) |
|
 |
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 ] |
|
198400 | ( | 57.8% | ) | 7236 | ( | 2.1% | ) | 6581 | ( | 1.9% | ) | 4872 | ( | 1.4% | ) | 2424 | ( | 0.7% | ) | 1896 | ( | 0.6% | ) | 1518 | ( | 0.4% | ) | 1517 | ( | 0.4% | ) | 1449 | ( | 0.4% | ) | 1202 | ( | 0.4% | ) | 116153 | ( | 33.8% | ) |
|
 |
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 ] |
|
327739 | ( | 95.5% | ) | 1641 | ( | 0.5% | ) | 1489 | ( | 0.4% | ) | 1043 | ( | 0.3% | ) | 1004 | ( | 0.3% | ) | 684 | ( | 0.2% | ) | 684 | ( | 0.2% | ) | 324 | ( | 0.1% | ) | 288 | ( | 0.1% | ) | 276 | ( | 0.1% | ) | 8076 | ( | 2.4% | ) |
|
 |
0
(0.0%) |
adm4
[character] |
1. (Empty string) | 2. Mpungu | 3. Rutenga |
|
343168 | ( | 100.0% | ) | 26 | ( | 0.0% | ) | 54 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
adm5
[character] |
1. (Empty string) | 2. Katojo | 3. Muramba | 4. Ngaara | 5. Ngaara, |
|
343168 | ( | 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. Ciudad Obregón | 5. Wagga Wagga | 6. Hawul | 7. V. Yaqui | 8. University Bellevill | 9. Malula | 10. Mwansambo | [ 2742 others ] |
|
143868 | ( | 41.9% | ) | 13500 | ( | 3.9% | ) | 13481 | ( | 3.9% | ) | 4668 | ( | 1.4% | ) | 4631 | ( | 1.3% | ) | 4514 | ( | 1.3% | ) | 3805 | ( | 1.1% | ) | 3680 | ( | 1.1% | ) | 2820 | ( | 0.8% | ) | 2810 | ( | 0.8% | ) | 145471 | ( | 42.4% | ) |
|
 |
0
(0.0%) |
site
[character] |
1. (Empty string) | 2. CIMMYT CENEB | 3. IRRI-B5-B8 | 4. Block 810 – C1 | 5. INIFAP, Norman E. Bo | 6. ICRISAT Patancheru c | 7. Anyigba | 8. Funaab | 9. Ido | 10. Makurdi | [ 859 others ] |
|
281603 | ( | 82.0% | ) | 13500 | ( | 3.9% | ) | 12857 | ( | 3.7% | ) | 2477 | ( | 0.7% | ) | 1872 | ( | 0.5% | ) | 1449 | ( | 0.4% | ) | 768 | ( | 0.2% | ) | 768 | ( | 0.2% | ) | 768 | ( | 0.2% | ) | 768 | ( | 0.2% | ) | 26418 | ( | 7.7% | ) |
|
 |
0
(0.0%) |
geo_uncertainty
[integer] |
1 distinct value |
|
 |
343221
(100.0%) |
geo_from_source
[logical] |
|
126250 | ( | 40.1% | ) | 188789 | ( | 59.9% | ) |
|
 |
28209
(8.2%) |
elevation
[numeric] |
Mean (sd) : 949.8 (570) | min ≤ med ≤ max: | 0 ≤ 720 ≤ 2849 | IQR (CV) : 819 (0.6) |
|
1630 distinct values |
 |
295301
(86.0%) |
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% | ) |
|
 |
341552
(99.5%) |
depth_top
[integer] |
|
|
 |
341463
(99.5%) |
depth_bottom
[integer] |
Mean (sd) : 18.2 (9.4) | min ≤ med ≤ max: | 5 ≤ 20 ≤ 30 | IQR (CV) : 25 (0.5) |
|
5 | : | 476 | ( | 26.7% | ) | 10 | : | 96 | ( | 5.4% | ) | 20 | : | 677 | ( | 37.9% | ) | 21 | : | 60 | ( | 3.4% | ) | 30 | : | 476 | ( | 26.7% | ) |
|
 |
341463
(99.5%) |
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 ] |
|
339221 | ( | 98.8% | ) | 752 | ( | 0.2% | ) | 748 | ( | 0.2% | ) | 596 | ( | 0.2% | ) | 489 | ( | 0.1% | ) | 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. Vertisols | 6. Cambisols | 7. ALFISOL | 8. Cambisol | 9. silt loam | 10. Nitosol | [ 140 others ] |
|
298747 | ( | 87.0% | ) | 4523 | ( | 1.3% | ) | 2652 | ( | 0.8% | ) | 2320 | ( | 0.7% | ) | 1739 | ( | 0.5% | ) | 1602 | ( | 0.5% | ) | 1449 | ( | 0.4% | ) | 1434 | ( | 0.4% | ) | 1340 | ( | 0.4% | ) | 1335 | ( | 0.4% | ) | 26107 | ( | 7.6% | ) |
|
 |
0
(0.0%) |
soil_pH
[numeric] |
Mean (sd) : 6.3 (1) | min ≤ med ≤ max: | 0 ≤ 6.1 ≤ 8.7 | IQR (CV) : 1.5 (0.2) |
|
696 distinct values |
 |
299537
(87.3%) |
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 |
 |
342932
(99.9%) |
soil_pH_CaCl2
[numeric] |
Mean (sd) : 5.6 (1.3) | min ≤ med ≤ max: | 0 ≤ 4.8 ≤ 8.4 | IQR (CV) : 2 (0.2) |
|
109 distinct values |
 |
332813
(97.0%) |
soil_SOC
[numeric] |
Mean (sd) : 10 (36.9) | min ≤ med ≤ max: | 0 ≤ 1.3 ≤ 570 | IQR (CV) : 1.5 (3.7) |
|
979 distinct values |
 |
317521
(92.5%) |
soil_SOM
[numeric] |
Mean (sd) : 2.6 (4) | min ≤ med ≤ max: | 0 ≤ 1.8 ≤ 59 | IQR (CV) : 1.3 (1.6) |
|
464 distinct values |
 |
324965
(94.7%) |
soil_sand
[numeric] |
Mean (sd) : 55.9 (72.5) | min ≤ med ≤ max: | 0 ≤ 46 ≤ 862.6 | IQR (CV) : 40.3 (1.3) |
|
912 distinct values |
 |
317747
(92.6%) |
soil_clay
[numeric] |
Mean (sd) : 33.4 (55.6) | min ≤ med ≤ max: | 0 ≤ 28 ≤ 764.3 | IQR (CV) : 20 (1.7) |
|
598 distinct values |
 |
306814
(89.4%) |
soil_silt
[numeric] |
Mean (sd) : 36.7 (41.9) | min ≤ med ≤ max: | 0 ≤ 25 ≤ 340.4 | IQR (CV) : 39.2 (1.1) |
|
429 distinct values |
 |
323978
(94.4%) |
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. sand | [ 11 others ] |
|
320303 | ( | 93.3% | ) | 8803 | ( | 2.6% | ) | 5776 | ( | 1.7% | ) | 2841 | ( | 0.8% | ) | 1491 | ( | 0.4% | ) | 1094 | ( | 0.3% | ) | 1028 | ( | 0.3% | ) | 672 | ( | 0.2% | ) | 315 | ( | 0.1% | ) | 192 | ( | 0.1% | ) | 733 | ( | 0.2% | ) |
|
 |
0
(0.0%) |
soil_N
[numeric] |
Mean (sd) : 754.2 (5315.5) | min ≤ med ≤ max: | 0 ≤ 0.2 ≤ 209205 | IQR (CV) : 16.9 (7) |
|
863 distinct values |
 |
328445
(95.7%) |
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 |
 |
343161
(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 |
 |
343161
(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 |
 |
343161
(100.0%) |
soil_K
[numeric] |
Mean (sd) : 223.1 (387.3) | min ≤ med ≤ max: | 0 ≤ 114 ≤ 7800 | IQR (CV) : 258 (1.7) |
|
809 distinct values |
 |
325826
(94.9%) |
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 |
 |
334407
(97.4%) |
soil_P
[numeric] |
Mean (sd) : 15 (16.3) | min ≤ med ≤ max: | 0.2 ≤ 7.4 ≤ 92.6 | IQR (CV) : 15.3 (1.1) |
|
114 distinct values |
 |
341141
(99.4%) |
soil_P_method
[character] |
1. (Empty string) | 2. Bray1 | 3. Olsen |
|
342168 | ( | 99.7% | ) | 301 | ( | 0.1% | ) | 779 | ( | 0.2% | ) |
|
 |
0
(0.0%) |
soil_Ca
[numeric] |
Mean (sd) : 1272.9 (1670.5) | min ≤ med ≤ max: | 0.1 ≤ 4.7 ≤ 5339 | IQR (CV) : 2713.4 (1.3) |
|
475 distinct values |
 |
335757
(97.8%) |
soil_Mg
[numeric] |
Mean (sd) : 153.9 (241.4) | min ≤ med ≤ max: | 0.1 ≤ 1.3 ≤ 1560.7 | IQR (CV) : 232.5 (1.6) |
|
516 distinct values |
 |
335834
(97.8%) |
soil_B
[numeric] |
Mean (sd) : 0.5 (0.5) | min ≤ med ≤ max: | 0 ≤ 0.3 ≤ 2.7 | IQR (CV) : 0.8 (0.9) |
|
268 distinct values |
 |
339263
(98.8%) |
soil_Cu
[numeric] |
Mean (sd) : 3.9 (4.1) | min ≤ med ≤ max: | 0.2 ≤ 1.7 ≤ 26.3 | IQR (CV) : 4.8 (1.1) |
|
216 distinct values |
 |
339872
(99.0%) |
soil_Mn
[numeric] |
Mean (sd) : 66.6 (84.1) | min ≤ med ≤ max: | 3.7 ≤ 21.8 ≤ 423 | IQR (CV) : 89.8 (1.3) |
|
323 distinct values |
 |
340346
(99.2%) |
soil_Fe
[numeric] |
Mean (sd) : 79.8 (93.3) | min ≤ med ≤ max: | 0 ≤ 50.4 ≤ 995 | IQR (CV) : 126.5 (1.2) |
|
328 distinct values |
 |
338063
(98.5%) |
soil_S
[numeric] |
Mean (sd) : 59 (756) | min ≤ med ≤ max: | 0.7 ≤ 12 ≤ 14200 | IQR (CV) : 15.6 (12.8) |
|
237 distinct values |
 |
339034
(98.8%) |
soil_Zn
[numeric] |
Mean (sd) : 4.3 (5) | min ≤ med ≤ max: | 0 ≤ 2.5 ≤ 69.1 | IQR (CV) : 5.4 (1.2) |
|
317 distinct values |
 |
336345
(98.0%) |
soil_Na
[numeric] |
Mean (sd) : 643 (3590.5) | min ≤ med ≤ max: | 0 ≤ 13 ≤ 95000 | IQR (CV) : 197.7 (5.6) |
|
148 distinct values |
 |
340375
(99.2%) |
soil_C
[numeric] |
Mean (sd) : 19 (57.5) | min ≤ med ≤ max: | 0 ≤ 2 ≤ 595.2 | IQR (CV) : 4.4 (3) |
|
273 distinct values |
 |
340056
(99.1%) |
soil_EC
[numeric] |
Mean (sd) : 11.4 (23.7) | min ≤ med ≤ max: | 0 ≤ 1.9 ≤ 125 | IQR (CV) : 3.7 (2.1) |
|
878 distinct values |
 |
340176
(99.1%) |
soil_bd
[numeric] |
Mean (sd) : 797.2 (9553.7) | min ≤ med ≤ max: | 0 ≤ 5 ≤ 141000 | IQR (CV) : 3.7 (12) |
|
58 distinct values |
 |
341513
(99.5%) |
soil_CEC
[numeric] |
Mean (sd) : 19.5 (10) | min ≤ med ≤ max: | 0 ≤ 19.3 ≤ 50.8 | IQR (CV) : 11 (0.5) |
|
227 distinct values |
 |
336521
(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 |
 |
342324
(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 ] |
|
340700 | ( | 99.3% | ) | 691 | ( | 0.2% | ) | 533 | ( | 0.2% | ) | 493 | ( | 0.1% | ) | 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 |
|
343168 | ( | 100.0% | ) | 56 | ( | 0.0% | ) | 24 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
landscape_position
[character] |
1. (Empty string) | 2. Bottomland | 3. Slope | 4. Upland |
|
343080 | ( | 100.0% | ) | 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 |
|
341070 | ( | 99.4% | ) | 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 |
 |
342795
(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 |
 |
343208
(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 |
 |
342971
(99.9%) |
station_name
[character] |
1. (Empty string) | 2. Cimel | 3. ICRISAT_PAT | 4. QWAQWA; UNIQWA |
|
338174 | ( | 98.5% | ) | 4225 | ( | 1.2% | ) | 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 |
 |
336395
(98.0%) |
temp
[numeric] |
Mean (sd) : 22.2 (4.8) | min ≤ med ≤ max: | 1.5 ≤ 23.4 ≤ 28.6 | IQR (CV) : 6.2 (0.2) |
|
3085 distinct values |
 |
316217
(92.1%) |
tmin
[numeric] |
Mean (sd) : 22.8 (16.7) | min ≤ med ≤ max: | -22.9 ≤ 17.6 ≤ 77.4 | IQR (CV) : 12.6 (0.7) |
|
3281 distinct values |
 |
332862
(97.0%) |
tmax
[numeric] |
Mean (sd) : 38.9 (21.2) | min ≤ med ≤ max: | -6.7 ≤ 29.8 ≤ 105 | IQR (CV) : 18.9 (0.5) |
|
3293 distinct values |
 |
332860
(97.0%) |
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 |
 |
341426
(99.5%) |
rhum
[numeric] |
Mean (sd) : 71.5 (13.7) | min ≤ med ≤ max: | 20 ≤ 73.3 ≤ 100 | IQR (CV) : 19.3 (0.2) |
|
4661 distinct values |
 |
334014
(97.3%) |
rhmn
[numeric] |
Mean (sd) : 37.9 (15.5) | min ≤ med ≤ max: | 1.5 ≤ 37 ≤ 97 | IQR (CV) : 22.7 (0.4) |
|
731 distinct values |
 |
339054
(98.8%) |
rhmx
[numeric] |
Mean (sd) : 91.6 (10.1) | min ≤ med ≤ max: | 21.8 ≤ 96 ≤ 100 | IQR (CV) : 12 (0.1) |
|
534 distinct values |
 |
339051
(98.8%) |
srad
[numeric] |
Mean (sd) : 213.1 (206.6) | min ≤ med ≤ max: | 2.3 ≤ 165.5 ≤ 787.6 | IQR (CV) : 367.1 (1) |
|
6467 distinct values |
 |
333287
(97.1%) |
wspd
[numeric] |
Mean (sd) : 11.4 (20.2) | min ≤ med ≤ max: | 0 ≤ 2.1 ≤ 90.8 | IQR (CV) : 7.1 (1.8) |
|
4195 distinct values |
 |
334565
(97.5%) |
wspdmx
[integer] |
Mean (sd) : 7.2 (2.4) | min ≤ med ≤ max: | 0 ≤ 7 ≤ 28 | IQR (CV) : 2 (0.3) |
|
20 distinct values |
 |
339900
(99.0%) |
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 |
 |
341518
(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 |
 |
340898
(99.3%) |
ETo
[numeric] |
Mean (sd) : 4.3 (1.3) | min ≤ med ≤ max: | 0.9 ≤ 4.2 ≤ 8.8 | IQR (CV) : 2 (0.3) |
|
3348 distinct values |
 |
339900
(99.0%) |