date
[character] |
1. (Empty string) | 2. 2017-12-NA | 3. 2014 | 4. 2015 | 5. 2014-11-15 | 6. 2014-11-13 | 7. 2014-11-30 | 8. 2014-11-14 | 9. 2014-11-20 | 10. 2014-11-22 | [ 2302 others ] |
|
197754 | ( | 97.0% | ) | 186 | ( | 0.1% | ) | 110 | ( | 0.1% | ) | 110 | ( | 0.1% | ) | 43 | ( | 0.0% | ) | 42 | ( | 0.0% | ) | 39 | ( | 0.0% | ) | 34 | ( | 0.0% | ) | 23 | ( | 0.0% | ) | 23 | ( | 0.0% | ) | 5464 | ( | 2.7% | ) |
|
 |
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 | [ 844 others ] |
|
175872 | ( | 86.3% | ) | 2279 | ( | 1.1% | ) | 2011 | ( | 1.0% | ) | 1919 | ( | 0.9% | ) | 893 | ( | 0.4% | ) | 767 | ( | 0.4% | ) | 733 | ( | 0.4% | ) | 467 | ( | 0.2% | ) | 320 | ( | 0.2% | ) | 248 | ( | 0.1% | ) | 18319 | ( | 9.0% | ) |
|
 |
0
(0.0%) |
planting_date
[character] |
1. (Empty string) | 2. 2015 | 3. 2014 | 4. 2013 | 5. 2016 | 6. 2012 | 7. 2017 | 8. 2019 | 9. 2010 | 10. 2018 | [ 2011 others ] |
|
31697 | ( | 15.6% | ) | 17062 | ( | 8.4% | ) | 11643 | ( | 5.7% | ) | 8685 | ( | 4.3% | ) | 4710 | ( | 2.3% | ) | 4335 | ( | 2.1% | ) | 3905 | ( | 1.9% | ) | 3857 | ( | 1.9% | ) | 2725 | ( | 1.3% | ) | 2513 | ( | 1.2% | ) | 112696 | ( | 55.3% | ) |
|
 |
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 |
 |
200341
(98.3%) |
transplanting_date
[IDate,
Date] |
min : 2013-02-06 | med : 2014-07-24 | max : 2015-09-05 | range : 2y 6m 30d |
|
219 distinct values |
 |
201533
(98.9%) |
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 | [ 270 others ] |
|
200971 | ( | 98.6% | ) | 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% | ) | 2373 | ( | 1.2% | ) |
|
 |
0
(0.0%) |
maturity_date
[IDate,
Date] |
min : 1999-01-01 | med : 2016-11-11 | max : 2019-10-29 | range : 20y 9m 28d |
|
103 distinct values |
 |
201635
(98.9%) |
harvest_date
[character] |
1. (Empty string) | 2. 2014 | 3. 2015 | 4. 2017-11-01 | 5. 2013 | 6. 2012 | 7. 2010 | 8. 2020 | 9. 2011 | 10. 2019 | [ 1880 others ] |
|
109166 | ( | 53.6% | ) | 4361 | ( | 2.1% | ) | 3764 | ( | 1.8% | ) | 3625 | ( | 1.8% | ) | 3013 | ( | 1.5% | ) | 1975 | ( | 1.0% | ) | 1838 | ( | 0.9% | ) | 1694 | ( | 0.8% | ) | 1588 | ( | 0.8% | ) | 1581 | ( | 0.8% | ) | 71223 | ( | 34.9% | ) |
|
 |
0
(0.0%) |
LTE_name
[character] |
1. (Empty string) | 2. LTCCE-HP |
|
|
 |
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. kharif | 10. rabi | [ 50 others ] |
|
166284 | ( | 81.6% | ) | 4698 | ( | 2.3% | ) | 4505 | ( | 2.2% | ) | 4278 | ( | 2.1% | ) | 2995 | ( | 1.5% | ) | 2880 | ( | 1.4% | ) | 2784 | ( | 1.4% | ) | 2209 | ( | 1.1% | ) | 1892 | ( | 0.9% | ) | 1410 | ( | 0.7% | ) | 9893 | ( | 4.9% | ) |
|
 |
0
(0.0%) |
on_farm
[logical] |
|
48242 | ( | 27.6% | ) | 126797 | ( | 72.4% | ) |
|
 |
28789
(14.1%) |
is_survey
[logical] |
|
|
 |
13142
(6.4%) |
treatment
[character] |
1. (Empty string) | 2. conventional tillage | 3. reduced irrigation w | 4. zero tillage | 5. NPK | 6. conservation_agricul | 7. control | 8. Fert | 9. NoFert | 10. Control | [ 5053 others ] |
|
71267 | ( | 35.0% | ) | 4500 | ( | 2.2% | ) | 4500 | ( | 2.2% | ) | 4500 | ( | 2.2% | ) | 4314 | ( | 2.1% | ) | 4017 | ( | 2.0% | ) | 3846 | ( | 1.9% | ) | 2832 | ( | 1.4% | ) | 2832 | ( | 1.4% | ) | 2643 | ( | 1.3% | ) | 98577 | ( | 48.4% | ) |
|
 |
0
(0.0%) |
rep
[integer] |
Mean (sd) : 20.1 (84.3) | min ≤ med ≤ max: | 0 ≤ 3 ≤ 757 | IQR (CV) : 1 (4.2) |
|
758 distinct values |
 |
103868
(51.0%) |
crop
[character] |
1. maize | 2. wheat | 3. soybean | 4. rice | 5. durum wheat | 6. common bean | 7. cassava | 8. groundnut | 9. sorghum | 10. (Empty string) | [ 42 others ] |
|
73122 | ( | 35.9% | ) | 23992 | ( | 11.8% | ) | 18405 | ( | 9.0% | ) | 18252 | ( | 9.0% | ) | 15044 | ( | 7.4% | ) | 11473 | ( | 5.6% | ) | 11120 | ( | 5.5% | ) | 6766 | ( | 3.3% | ) | 6371 | ( | 3.1% | ) | 5420 | ( | 2.7% | ) | 13863 | ( | 6.8% | ) |
|
 |
0
(0.0%) |
variety
[character] |
1. (Empty string) | 2. Hybrid | 3. Sammaz 15 | 4. Denda'a | 5. TME419 | 6. TMS30572 | 7. HD-2967 | 8. Matuba | 9. HD2967 | 10. Improved | [ 2810 others ] |
|
84238 | ( | 41.3% | ) | 3787 | ( | 1.9% | ) | 3609 | ( | 1.8% | ) | 3384 | ( | 1.7% | ) | 2832 | ( | 1.4% | ) | 2832 | ( | 1.4% | ) | 2358 | ( | 1.2% | ) | 1830 | ( | 0.9% | ) | 1416 | ( | 0.7% | ) | 1409 | ( | 0.7% | ) | 96133 | ( | 47.2% | ) |
|
 |
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 ] |
|
185910 | ( | 91.2% | ) | 108 | ( | 0.1% | ) | 108 | ( | 0.1% | ) | 108 | ( | 0.1% | ) | 108 | ( | 0.1% | ) | 108 | ( | 0.1% | ) | 108 | ( | 0.1% | ) | 108 | ( | 0.1% | ) | 108 | ( | 0.1% | ) | 108 | ( | 0.1% | ) | 16946 | ( | 8.3% | ) |
|
 |
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 ] |
|
185551 | ( | 91.0% | ) | 5782 | ( | 2.8% | ) | 2381 | ( | 1.2% | ) | 1998 | ( | 1.0% | ) | 1179 | ( | 0.6% | ) | 1069 | ( | 0.5% | ) | 1005 | ( | 0.5% | ) | 938 | ( | 0.5% | ) | 612 | ( | 0.3% | ) | 602 | ( | 0.3% | ) | 2711 | ( | 1.3% | ) |
|
 |
0
(0.0%) |
intercrops
[character] |
1. (Empty string) | 2. none | 3. maize | 4. pigeon pea | 5. cowpea | 6. pearl millet | 7. legume | 8. Gliricidia | 9. common bean; maize | 10. common bean; pigeon | [ 18 others ] |
|
186331 | ( | 91.4% | ) | 7959 | ( | 3.9% | ) | 3232 | ( | 1.6% | ) | 1478 | ( | 0.7% | ) | 1449 | ( | 0.7% | ) | 897 | ( | 0.4% | ) | 870 | ( | 0.4% | ) | 170 | ( | 0.1% | ) | 168 | ( | 0.1% | ) | 168 | ( | 0.1% | ) | 1106 | ( | 0.5% | ) |
|
 |
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 ] |
|
166272 | ( | 81.6% | ) | 10471 | ( | 5.1% | ) | 7345 | ( | 3.6% | ) | 2788 | ( | 1.4% | ) | 2253 | ( | 1.1% | ) | 1797 | ( | 0.9% | ) | 1590 | ( | 0.8% | ) | 1338 | ( | 0.7% | ) | 1152 | ( | 0.6% | ) | 1096 | ( | 0.5% | ) | 7726 | ( | 3.8% | ) |
|
 |
0
(0.0%) |
crop_rotation
[character] |
1. (Empty string) | 2. maize;soybean | 3. maize;maize | 4. none | 5. groundnut | 6. soybean | 7. maize | 8. rice | 9. maize; soybean | 10. rice;maize | [ 70 others ] |
|
192421 | ( | 94.4% | ) | 2039 | ( | 1.0% | ) | 1766 | ( | 0.9% | ) | 1594 | ( | 0.8% | ) | 1084 | ( | 0.5% | ) | 1005 | ( | 0.5% | ) | 632 | ( | 0.3% | ) | 416 | ( | 0.2% | ) | 239 | ( | 0.1% | ) | 202 | ( | 0.1% | ) | 2430 | ( | 1.2% | ) |
|
 |
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 |
 |
199095
(97.7%) |
dmy_stems
[numeric] |
Mean (sd) : 7181.6 (5302.6) | min ≤ med ≤ max: | 76.9 ≤ 6080.3 ≤ 36140.6 | IQR (CV) : 6415.8 (0.7) |
|
891 distinct values |
 |
202827
(99.5%) |
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 |
 |
203004
(99.6%) |
dmy_storage
[numeric] |
Mean (sd) : 4631.5 (3168.6) | min ≤ med ≤ max: | 0 ≤ 4060 ≤ 16130 | IQR (CV) : 3942.3 (0.7) |
|
1004 distinct values |
 |
202683
(99.4%) |
dmy_total
[numeric] |
Mean (sd) : 7109 (7856.1) | min ≤ med ≤ max: | 0 ≤ 4935.5 ≤ 80721 | IQR (CV) : 10377.1 (1.1) |
|
16276 distinct values |
 |
182132
(89.4%) |
dmy_residue
[numeric] |
Mean (sd) : 5820.8 (3914.3) | min ≤ med ≤ max: | 0 ≤ 4870 ≤ 33160 | IQR (CV) : 5475.4 (0.7) |
|
6319 distinct values |
 |
197016
(96.7%) |
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 |
 |
202388
(99.3%) |
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 |
 |
202143
(99.2%) |
fwy_total
[numeric] |
Mean (sd) : 6305.3 (6006.9) | min ≤ med ≤ max: | 0 ≤ 3801 ≤ 42700 | IQR (CV) : 8244.3 (1) |
|
5632 distinct values |
 |
195392
(95.9%) |
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 |
 |
166199
(81.5%) |
yield_part
[character] |
1. grain | 2. seed | 3. roots | 4. none | 5. (Empty string) | 6. pod | 7. tubers | 8. leaves | 9. aboveground biomass | 10. stems | [ 2 others ] |
|
140624 | ( | 69.0% | ) | 31201 | ( | 15.3% | ) | 11182 | ( | 5.5% | ) | 8415 | ( | 4.1% | ) | 5487 | ( | 2.7% | ) | 5352 | ( | 2.6% | ) | 787 | ( | 0.4% | ) | 357 | ( | 0.2% | ) | 250 | ( | 0.1% | ) | 63 | ( | 0.0% | ) | 110 | ( | 0.1% | ) |
|
 |
0
(0.0%) |
yield
[numeric] |
Mean (sd) : 4382.9 (5094.6) | min ≤ med ≤ max: | 0 ≤ 3359.4 ≤ 147035.6 | IQR (CV) : 3980 (1.2) |
|
70575 distinct values |
 |
20929
(10.3%) |
fw_yield
[numeric] |
Mean (sd) : 8127.4 (8301.9) | min ≤ med ≤ max: | 1.1 ≤ 5482.9 ≤ 93442.6 | IQR (CV) : 8623.4 (1) |
|
5438 distinct values |
 |
196754
(96.5%) |
dm_yield
[numeric] |
Mean (sd) : 7357.1 (5270.3) | min ≤ med ≤ max: | 0.6 ≤ 6140 ≤ 45773 | IQR (CV) : 7751.5 (0.7) |
|
5516 distinct values |
 |
197435
(96.9%) |
yield_moisture
[numeric] |
Mean (sd) : 22.3 (21.7) | min ≤ med ≤ max: | 9.2 ≤ 15.5 ≤ 93.9 | IQR (CV) : 4 (1) |
|
398 distinct values |
 |
199715
(98.0%) |
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 |
 |
203597
(99.9%) |
seed_weight
[numeric] |
Mean (sd) : 123.8 (146.5) | min ≤ med ≤ max: | 0 ≤ 45.1 ≤ 910 | IQR (CV) : 134.4 (1.2) |
|
4308 distinct values |
 |
186946
(91.7%) |
fertilizer_used
[logical] |
|
|
 |
203247
(99.7%) |
fertilizer_type
[character] |
1. (Empty string) | 2. unknown | 3. ZnSO4 | 4. SSP | 5. none | 6. urea | 7. TSP | 8. urea;DAP;SOP;ZnSO4 | 9. D-compound; AN | 10. TSP; KCl | [ 154 others ] |
|
104894 | ( | 51.5% | ) | 15044 | ( | 7.4% | ) | 13640 | ( | 6.7% | ) | 9036 | ( | 4.4% | ) | 8879 | ( | 4.4% | ) | 7862 | ( | 3.9% | ) | 4744 | ( | 2.3% | ) | 4622 | ( | 2.3% | ) | 2220 | ( | 1.1% | ) | 2160 | ( | 1.1% | ) | 30727 | ( | 15.1% | ) |
|
 |
0
(0.0%) |
fertilizer_date
[character] |
1. (Empty string) | 2. 2016-07-08;2016-07-2 | 3. 2016-09-28 | 4. 2016-10-03 | 5. 2016-10-04 | 6. 2016-10-06 | 7. 2016-10-08 | 8. 2016-10-10 | 9. 2016-10-11 | 10. 2016-10-12 |
|
202299 | ( | 99.2% | ) | 1449 | ( | 0.7% | ) | 6 | ( | 0.0% | ) | 4 | ( | 0.0% | ) | 18 | ( | 0.0% | ) | 6 | ( | 0.0% | ) | 6 | ( | 0.0% | ) | 30 | ( | 0.0% | ) | 6 | ( | 0.0% | ) | 4 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
fertilizer_dap
[character] |
|
|
 |
0
(0.0%) |
fertilizer_amount
[numeric] |
Mean (sd) : 247 (164.6) | min ≤ med ≤ max: | 0 ≤ 200 ≤ 660 | IQR (CV) : 226.8 (0.7) |
|
15 distinct values |
 |
202734
(99.5%) |
fertilization_method
[character] |
1. (Empty string) | 2. fertigation |
|
|
 |
0
(0.0%) |
N_fertilizer
[numeric] |
Mean (sd) : 69.8 (71.8) | min ≤ med ≤ max: | 0 ≤ 60 ≤ 1000 | IQR (CV) : 110 (1) |
|
1662 distinct values |
 |
34602
(17.0%) |
N_splits
[integer] |
Mean (sd) : 1.7 (0.9) | min ≤ med ≤ max: | 0 ≤ 2 ≤ 5 | IQR (CV) : 0 (0.5) |
|
0 | : | 3604 | ( | 18.4% | ) | 1 | : | 373 | ( | 1.9% | ) | 2 | : | 13324 | ( | 67.9% | ) | 3 | : | 2198 | ( | 11.2% | ) | 4 | : | 92 | ( | 0.5% | ) | 5 | : | 39 | ( | 0.2% | ) |
|
 |
184198
(90.4%) |
P_fertilizer
[numeric] |
Mean (sd) : 20.5 (25.2) | min ≤ med ≤ max: | 0 ≤ 20.1 ≤ 1275.7 | IQR (CV) : 24.7 (1.2) |
|
1039 distinct values |
 |
39944
(19.6%) |
K_fertilizer
[numeric] |
Mean (sd) : 25.6 (72.3) | min ≤ med ≤ max: | 0 ≤ 8.3 ≤ 4303.5 | IQR (CV) : 40 (2.8) |
|
857 distinct values |
 |
42231
(20.7%) |
Zn_fertilizer
[numeric] |
Mean (sd) : 2 (11.8) | min ≤ med ≤ max: | 0 ≤ 0 ≤ 2795 | IQR (CV) : 5 (5.9) |
|
193 distinct values |
 |
141131
(69.2%) |
S_fertilizer
[numeric] |
Mean (sd) : 9 (29.1) | min ≤ med ≤ max: | 0 ≤ 0 ≤ 1014.4 | IQR (CV) : 5 (3.2) |
|
231 distinct values |
 |
164430
(80.7%) |
B_fertilizer
[numeric] |
Mean (sd) : 0.3 (0.8) | min ≤ med ≤ max: | 0 ≤ 0 ≤ 5 | IQR (CV) : 0 (2.9) |
|
48 distinct values |
 |
180693
(88.6%) |
Ca_fertilizer
[numeric] |
Mean (sd) : 12 (81.6) | min ≤ med ≤ max: | 0 ≤ 0 ≤ 1244.6 | IQR (CV) : 0 (6.8) |
|
186 distinct values |
 |
188291
(92.4%) |
Mg_fertilizer
[numeric] |
Mean (sd) : 2.9 (8.8) | min ≤ med ≤ max: | 0 ≤ 0 ≤ 210 | IQR (CV) : 0 (3.1) |
|
80 distinct values |
 |
187878
(92.2%) |
Fe_fertilizer
[numeric] |
Mean (sd) : 47.4 (268.4) | min ≤ med ≤ max: | 0 ≤ 0 ≤ 2609.1 | IQR (CV) : 0 (5.7) |
|
109 distinct values |
 |
201671
(98.9%) |
Mn_fertilizer
[numeric] |
Mean (sd) : 1.8 (8.4) | min ≤ med ≤ max: | 0 ≤ 0 ≤ 70.9 | IQR (CV) : 0 (4.6) |
|
50 distinct values |
 |
201302
(98.8%) |
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 |
 |
201764
(99.0%) |
Cu_fertilizer
[numeric] |
Mean (sd) : 0.8 (23.8) | min ≤ med ≤ max: | 0 ≤ 0 ≤ 1040 | IQR (CV) : 0 (30) |
|
53 distinct values |
 |
201907
(99.1%) |
Mo_fertilizer
[numeric] |
Mean (sd) : 0 (0) | min ≤ med ≤ max: | 0 ≤ 0 ≤ 0.1 | IQR (CV) : 0 (8.7) |
|
4 distinct values |
 |
202067
(99.1%) |
N_fixation
[numeric] |
Mean (sd) : 140.3 (95.3) | min ≤ med ≤ max: | 3 ≤ 119.1 ≤ 488 | IQR (CV) : 143.9 (0.7) |
|
234 distinct values |
 |
203533
(99.9%) |
N_organic
[numeric] |
Mean (sd) : 1433.5 (3644.9) | min ≤ med ≤ max: | 0 ≤ 37.3 ≤ 13600 | IQR (CV) : 151.5 (2.5) |
|
12 distinct values |
 |
203537
(99.9%) |
P_organic
[numeric] |
Mean (sd) : 22.5 (13.5) | min ≤ med ≤ max: | 9.8 ≤ 21.3 ≤ 43.5 | IQR (CV) : 26 (0.6) |
|
6 distinct values |
 |
203706
(99.9%) |
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 |
 |
203706
(99.9%) |
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 |
 |
203748
(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 |
 |
203748
(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% | ) |
|
 |
193340
(94.9%) |
lime_used
[logical] |
|
|
 |
203235
(99.7%) |
gypsum
[numeric] |
Mean (sd) : 81.1 (179.2) | min ≤ med ≤ max: | 0 ≤ 0 ≤ 526.3 | IQR (CV) : 0 (2.2) |
|
8 distinct values |
 |
198001
(97.1%) |
OM_used
[logical] |
|
|
 |
182811
(89.7%) |
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 ] |
|
198063 | ( | 97.2% | ) | 3445 | ( | 1.7% | ) | 1802 | ( | 0.9% | ) | 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 |
 |
198612
(97.4%) |
inoculated
[logical] |
|
|
 |
149754
(73.5%) |
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 ] |
|
202856 | ( | 99.5% | ) | 384 | ( | 0.2% | ) | 146 | ( | 0.1% | ) | 118 | ( | 0.1% | ) | 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 |
|
|
 |
203816
(100.0%) |
irrigated
[logical] |
|
|
 |
73572
(36.1%) |
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 ] |
|
201180 | ( | 98.7% | ) | 1367 | ( | 0.7% | ) | 334 | ( | 0.2% | ) | 333 | ( | 0.2% | ) | 210 | ( | 0.1% | ) | 140 | ( | 0.1% | ) | 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. unknown | 4. none | 5. sprinkler | 6. continuous flooding | 7. drip | 8. center pivot sprinkl | 9. basin | 10. surface | [ 2 others ] |
|
198493 | ( | 97.4% | ) | 2938 | ( | 1.4% | ) | 834 | ( | 0.4% | ) | 787 | ( | 0.4% | ) | 169 | ( | 0.1% | ) | 158 | ( | 0.1% | ) | 135 | ( | 0.1% | ) | 127 | ( | 0.1% | ) | 81 | ( | 0.0% | ) | 59 | ( | 0.0% | ) | 47 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
irrigation_number
[integer] |
Mean (sd) : 3.3 (2.6) | min ≤ med ≤ max: | 0 ≤ 3 ≤ 23 | IQR (CV) : 1 (0.8) |
|
22 distinct values |
 |
198390
(97.3%) |
irrigation_amount
[numeric] |
Mean (sd) : 211 (180.4) | min ≤ med ≤ max: | 0 ≤ 110 ≤ 1080 | IQR (CV) : 210 (0.9) |
|
143 distinct values |
 |
199304
(97.8%) |
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 | [ 67 others ] |
|
201578 | ( | 98.9% | ) | 1449 | ( | 0.7% | ) | 36 | ( | 0.0% | ) | 27 | ( | 0.0% | ) | 27 | ( | 0.0% | ) | 18 | ( | 0.0% | ) | 18 | ( | 0.0% | ) | 18 | ( | 0.0% | ) | 18 | ( | 0.0% | ) | 18 | ( | 0.0% | ) | 621 | ( | 0.3% | ) |
|
 |
0
(0.0%) |
land_prep_method
[character] |
1. (Empty string) | 2. conventional | 3. none | 4. conventional tilled | 5. flat | 6. ridge | 7. reduced tillage | 8. minimum tillage | 9. unknown | 10. strip tillage | [ 29 others ] |
|
160820 | ( | 78.9% | ) | 13786 | ( | 6.8% | ) | 6740 | ( | 3.3% | ) | 2878 | ( | 1.4% | ) | 2832 | ( | 1.4% | ) | 2832 | ( | 1.4% | ) | 2389 | ( | 1.2% | ) | 2129 | ( | 1.0% | ) | 1936 | ( | 0.9% | ) | 1181 | ( | 0.6% | ) | 6305 | ( | 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 |
|
201656 | ( | 98.9% | ) | 327 | ( | 0.2% | ) | 24 | ( | 0.0% | ) | 374 | ( | 0.2% | ) | 1120 | ( | 0.5% | ) | 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 ] |
|
196244 | ( | 96.3% | ) | 2992 | ( | 1.5% | ) | 1560 | ( | 0.8% | ) | 789 | ( | 0.4% | ) | 777 | ( | 0.4% | ) | 510 | ( | 0.3% | ) | 447 | ( | 0.2% | ) | 264 | ( | 0.1% | ) | 121 | ( | 0.1% | ) | 52 | ( | 0.0% | ) | 72 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
planting_implement
[character] |
1. (Empty string) | 2. direct seeder | 3. manual |
|
202706 | ( | 99.4% | ) | 687 | ( | 0.3% | ) | 435 | ( | 0.2% | ) |
|
 |
0
(0.0%) |
transplanting_method
[character] |
1. (Empty string) | 2. manual | 3. mechanized | 4. mechanized nonpuddle | 5. none |
|
201646 | ( | 98.9% | ) | 1753 | ( | 0.9% | ) | 379 | ( | 0.2% | ) | 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 |
 |
199829
(98.0%) |
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 |
|
199778 | ( | 98.0% | ) | 47 | ( | 0.0% | ) | 1521 | ( | 0.7% | ) | 2121 | ( | 1.0% | ) | 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) : 67.4 (17.1) | min ≤ med ≤ max: | 0.8 ≤ 75 ≤ 300 | IQR (CV) : 15 (0.3) |
|
48 distinct values |
 |
168001
(82.4%) |
plot_area
[numeric] |
Mean (sd) : 75.9 (697.7) | min ≤ med ≤ max: | 0 ≤ 18.9 ≤ 30000 | IQR (CV) : 33 (9.2) |
|
241 distinct values |
 |
186739
(91.6%) |
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% | ) |
|
 |
201567
(98.9%) |
plot_width
[numeric] |
Mean (sd) : 5 (0.2) | min ≤ med ≤ max: | 5 ≤ 5 ≤ 6 | IQR (CV) : 0 (0) |
|
3 distinct values |
 |
201567
(98.9%) |
plant_spacing
[numeric] |
Mean (sd) : 22.7 (12.9) | min ≤ med ≤ max: | 2 ≤ 25 ≤ 100 | IQR (CV) : 15 (0.6) |
|
27 distinct values |
 |
176631
(86.7%) |
seed_density
[integer] |
Mean (sd) : 3770.9 (13208.3) | min ≤ med ≤ max: | 80 ≤ 100 ≤ 72000 | IQR (CV) : 0 (3.5) |
|
80 | : | 32 | ( | 0.8% | ) | 100 | : | 3205 | ( | 81.1% | ) | 120 | : | 425 | ( | 10.8% | ) | 44444 | : | 201 | ( | 5.1% | ) | 60000 | : | 18 | ( | 0.5% | ) | 62500 | : | 70 | ( | 1.8% | ) | 72000 | : | 2 | ( | 0.1% | ) |
|
 |
199875
(98.1%) |
seed_rate
[numeric] |
Mean (sd) : 6246542 (41844521) | min ≤ med ≤ max: | 0 ≤ 345940 ≤ 432050000 | IQR (CV) : 582500 (6.7) |
|
136 distinct values |
 |
200753
(98.5%) |
plant_density
[numeric] |
Mean (sd) : 132635.2 (175445.2) | min ≤ med ≤ max: | 0 ≤ 70000 ≤ 3066667 | IQR (CV) : 212500 (1.3) |
|
9787 distinct values |
 |
149922
(73.6%) |
cob_density
[numeric] |
Mean (sd) : 38583.7 (10975.5) | min ≤ med ≤ max: | 2222 ≤ 39716.3 ≤ 68877.6 | IQR (CV) : 14643.6 (0.3) |
|
124 distinct values |
 |
203399
(99.8%) |
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 |
 |
203792
(100.0%) |
rain
[numeric] |
Mean (sd) : 743.4 (409.4) | min ≤ med ≤ max: | 0 ≤ 711 ≤ 3000 | IQR (CV) : 457 (0.6) |
|
443 distinct values |
 |
194762
(95.6%) |
emergence_days
[integer] |
Mean (sd) : 8.6 (2.9) | min ≤ med ≤ max: | 5 ≤ 8 ≤ 89 | IQR (CV) : 2 (0.3) |
|
18 distinct values |
 |
198430
(97.4%) |
transplanting_days
[integer] |
1 distinct value |
|
 |
190347
(93.4%) |
heading_days
[integer] |
Mean (sd) : 83.6 (3.5) | min ≤ med ≤ max: | 77 ≤ 83 ≤ 95 | IQR (CV) : 5 (0) |
|
17 distinct values |
 |
203636
(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 |
 |
197148
(96.7%) |
anthesis_days
[integer] |
Mean (sd) : 88 (9.7) | min ≤ med ≤ max: | 63 ≤ 90 ≤ 106 | IQR (CV) : 12.8 (0.1) |
|
44 distinct values |
 |
203034
(99.6%) |
silking_days
[integer] |
Mean (sd) : 74.3 (8.2) | min ≤ med ≤ max: | 56 ≤ 74 ≤ 97 | IQR (CV) : 12 (0.1) |
|
39 distinct values |
 |
202143
(99.2%) |
asi
[integer] |
Mean (sd) : 5.3 (3) | min ≤ med ≤ max: | 0 ≤ 5 ≤ 19 | IQR (CV) : 4 (0.6) |
|
18 distinct values |
 |
202389
(99.3%) |
tassling_days
[integer] |
Mean (sd) : 70.7 (7) | min ≤ med ≤ max: | 53 ≤ 71 ≤ 87 | IQR (CV) : 11 (0.1) |
|
35 distinct values |
 |
202389
(99.3%) |
maturity_days
[integer] |
Mean (sd) : 120.5 (17.7) | min ≤ med ≤ max: | 78 ≤ 120 ≤ 221 | IQR (CV) : 19 (0.1) |
|
94 distinct values |
 |
197546
(96.9%) |
harvest_days
[integer] |
Mean (sd) : 123.5 (16.6) | min ≤ med ≤ max: | 80 ≤ 119 ≤ 166 | IQR (CV) : 20 (0.1) |
|
73 distinct values |
 |
201524
(98.9%) |
plant_height
[numeric] |
Mean (sd) : 91.7 (42.9) | min ≤ med ≤ max: | 10 ≤ 85 ≤ 569 | IQR (CV) : 10 (0.5) |
|
1753 distinct values |
 |
180377
(88.5%) |
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 |
 |
203660
(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 |
 |
203792
(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 |
 |
203704
(99.9%) |
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 |
 |
203668
(99.9%) |
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 |
 |
201235
(98.7%) |
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 |
 |
201511
(98.9%) |
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 |
 |
201511
(98.9%) |
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 |
 |
203669
(99.9%) |
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 |
 |
201511
(98.9%) |
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 |
 |
201511
(98.9%) |
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 |
 |
201655
(98.9%) |
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 |
 |
201511
(98.9%) |
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 |
 |
201655
(98.9%) |
leaf_Mn
[numeric] |
Mean (sd) : 2526 (9979.6) | min ≤ med ≤ max: | 3.6 ≤ 49.6 ≤ 118000 | IQR (CV) : 43.2 (4) |
|
2147 distinct values |
 |
201655
(98.9%) |
leaf_B
[numeric] |
Mean (sd) : 489 (1726.5) | min ≤ med ≤ max: | 0.6 ≤ 4.4 ≤ 9400 | IQR (CV) : 7 (3.5) |
|
2051 distinct values |
 |
201655
(98.9%) |
leaf_Al
[integer] |
Mean (sd) : 31162.3 (20093.5) | min ≤ med ≤ max: | 10000 ≤ 28600 ≤ 231900 | IQR (CV) : 17000 (0.6) |
|
129 distinct values |
 |
203669
(99.9%) |
leaf_Na
[integer] |
Mean (sd) : 8372.5 (2910) | min ≤ med ≤ max: | 4400 ≤ 7850 ≤ 20000 | IQR (CV) : 2825 (0.3) |
|
52 distinct values |
 |
203748
(100.0%) |
grain_N
[numeric] |
Mean (sd) : 16.6 (22.9) | min ≤ med ≤ max: | 0.4 ≤ 12.4 ≤ 200.8 | IQR (CV) : 16.2 (1.4) |
|
6341 distinct values |
 |
195006
(95.7%) |
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 |
 |
197901
(97.1%) |
grain_P
[numeric] |
Mean (sd) : 1.7 (2.5) | min ≤ med ≤ max: | 0 ≤ 0.8 ≤ 37.9 | IQR (CV) : 2.5 (1.4) |
|
4635 distinct values |
 |
197192
(96.7%) |
grain_S
[numeric] |
Mean (sd) : 1 (1.2) | min ≤ med ≤ max: | 0 ≤ 1 ≤ 18.1 | IQR (CV) : 0.9 (1.2) |
|
1142 distinct values |
 |
201067
(98.6%) |
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 |
 |
199934
(98.1%) |
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 |
 |
200123
(98.2%) |
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 |
 |
201934
(99.1%) |
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 |
 |
200207
(98.2%) |
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 |
 |
201504
(98.9%) |
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 |
 |
201496
(98.9%) |
grain_B
[numeric] |
Mean (sd) : 10 (9.2) | min ≤ med ≤ max: | 0 ≤ 9 ≤ 37.5 | IQR (CV) : 10.6 (0.9) |
|
834 distinct values |
 |
202906
(99.5%) |
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 |
 |
203548
(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 |
 |
202980
(99.6%) |
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 |
 |
203816
(100.0%) |
grain_Mo
[numeric] |
Mean (sd) : 0 (0) | min ≤ med ≤ max: | 0 ≤ 0 ≤ 0 | IQR (CV) : 0 (0.1) |
|
9 distinct values |
 |
203817
(100.0%) |
grain_protein
[numeric] |
Mean (sd) : 154.5 (116.6) | min ≤ med ≤ max: | 0 ≤ 115.3 ≤ 919.2 | IQR (CV) : 63 (0.8) |
|
1683 distinct values |
 |
200981
(98.6%) |
residue_N
[numeric] |
Mean (sd) : 7.5 (14.6) | min ≤ med ≤ max: | 0 ≤ 5.1 ≤ 246.3 | IQR (CV) : 7.7 (1.9) |
|
3777 distinct values |
 |
198564
(97.4%) |
residue_P
[numeric] |
Mean (sd) : 0.8 (5.6) | min ≤ med ≤ max: | 0 ≤ 0.2 ≤ 114.4 | IQR (CV) : 0.5 (6.9) |
|
2908 distinct values |
 |
199678
(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 |
 |
199727
(98.0%) |
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 |
 |
201291
(98.8%) |
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 |
 |
201352
(98.8%) |
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 |
 |
202769
(99.5%) |
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 |
 |
202779
(99.5%) |
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 |
 |
202807
(99.5%) |
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 |
 |
202668
(99.4%) |
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 |
 |
202980
(99.6%) |
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 |
 |
202111
(99.2%) |
residue_B
[numeric] |
Mean (sd) : 0 (0) | min ≤ med ≤ max: | 0 ≤ 0 ≤ 0.1 | IQR (CV) : 0 (0.8) |
|
70 distinct values |
 |
203744
(100.0%) |
residue_Mo
[numeric] |
Mean (sd) : 0 (0) | min ≤ med ≤ max: | 0 ≤ 0 ≤ 0 | IQR (CV) : 0 (0.4) |
|
22 distinct values |
 |
203806
(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 |
 |
203816
(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 |
|
202549 | ( | 99.4% | ) | 155 | ( | 0.1% | ) | 196 | ( | 0.1% | ) | 30 | ( | 0.0% | ) | 80 | ( | 0.0% | ) | 295 | ( | 0.1% | ) | 363 | ( | 0.2% | ) | 25 | ( | 0.0% | ) | 40 | ( | 0.0% | ) | 80 | ( | 0.0% | ) | 15 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
herbicide_used
[logical] |
|
|
 |
187433
(92.0%) |
herbicide_product
[character] |
1. (Empty string) | 2. glyphosate | 3. sulfosulfuron;metsul | 4. glyphosate;tribenuro | 5. sulfosulfuron | 6. metolachlor | 7. sulfosulfuron;carfen | 8. carfentrazone-ethyl | 9. metsulfuron;sulfosul | 10. carfentrazone;sulfos | [ 5 others ] |
|
201353 | ( | 98.8% | ) | 1123 | ( | 0.6% | ) | 733 | ( | 0.4% | ) | 118 | ( | 0.1% | ) | 111 | ( | 0.1% | ) | 95 | ( | 0.0% | ) | 66 | ( | 0.0% | ) | 58 | ( | 0.0% | ) | 43 | ( | 0.0% | ) | 35 | ( | 0.0% | ) | 93 | ( | 0.0% | ) |
|
 |
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% | ) |
|
 |
203024
(99.6%) |
herbicide_dates
[IDate,
Date] |
min : 2014-11-10 | med : 2018-06-17 | max : 2022-01-02 | range : 7y 1m 23d |
|
197 distinct values |
 |
202360
(99.3%) |
herbicide_amount
[numeric] |
Mean (sd) : 28.2 (71.2) | min ≤ med ≤ max: | 0 ≤ 16 ≤ 400 | IQR (CV) : 11.8 (2.5) |
|
18 distinct values |
 |
202254
(99.2%) |
herbicide_implement
[character] |
1. (Empty string) | 2. backpack sprayer |
|
|
 |
0
(0.0%) |
weeding_done
[logical] |
1. TRUE |
|
 |
203174
(99.7%) |
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 |
|
202918 | ( | 99.6% | ) | 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) : 2.4 (0.6) | min ≤ med ≤ max: | 1 ≤ 2 ≤ 3 | IQR (CV) : 1 (0.3) |
|
1 | : | 103 | ( | 6.7% | ) | 2 | : | 783 | ( | 51.2% | ) | 3 | : | 644 | ( | 42.1% | ) |
|
 |
202298
(99.2%) |
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 ] |
|
202633 | ( | 99.4% | ) | 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 | ( | 0.5% | ) |
|
 |
0
(0.0%) |
weeding_implement
[character] |
1. (Empty string) | 2. manual | 3. unknown |
|
203371 | ( | 99.8% | ) | 112 | ( | 0.1% | ) | 345 | ( | 0.2% | ) |
|
 |
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 |
|
203692 | ( | 99.9% | ) | 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 |
 |
198476
(97.4%) |
weed_severity
[character] |
1. (Empty string) | 2. absent | 3. mild |
|
203748 | ( | 100.0% | ) | 32 | ( | 0.0% | ) | 48 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
insecticide_used
[logical] |
|
|
 |
202578
(99.4%) |
insecticide_product
[character] |
1. (Empty string) | 2. dimethoate | 3. fipronil | 4. lambda-cyhalothrin | 5. none |
|
203449 | ( | 99.8% | ) | 54 | ( | 0.0% | ) | 71 | ( | 0.0% | ) | 112 | ( | 0.1% | ) | 142 | ( | 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 |
 |
203439
(99.8%) |
insecticide_times
[integer] |
Mean (sd) : 1.8 (1.4) | min ≤ med ≤ max: | 0 ≤ 2 ≤ 12 | IQR (CV) : 1 (0.8) |
|
11 distinct values |
 |
203024
(99.6%) |
insecticide_amount
[numeric] |
Mean (sd) : 1.9 (4) | min ≤ med ≤ max: | 0 ≤ 0 ≤ 11.2 | IQR (CV) : 1 (2.1) |
|
4 distinct values |
 |
203368
(99.8%) |
insecticide_implement
[character] |
1. (Empty string) | 2. backpack sprayer | 3. unknown |
|
203503 | ( | 99.8% | ) | 254 | ( | 0.1% | ) | 71 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
pest_severity
[character] |
1. (Empty string) | 2. mild | 3. moderate |
|
203748 | ( | 100.0% | ) | 46 | ( | 0.0% | ) | 34 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
pest_species
[character] |
1. (Empty string) | 2. Aphids | 3. Aphids; birds | 4. Aphids; birds goats | 5. Birds | 6. Birds; aphids | 7. Birds; chickens ,aph | 8. Birds; chickens; rat | 9. Birds; goats | 10. Rats; birds ,aphids |
|
203748 | ( | 100.0% | ) | 18 | ( | 0.0% | ) | 4 | ( | 0.0% | ) | 6 | ( | 0.0% | ) | 12 | ( | 0.0% | ) | 6 | ( | 0.0% | ) | 4 | ( | 0.0% | ) | 6 | ( | 0.0% | ) | 18 | ( | 0.0% | ) | 6 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
pest_number
[logical] |
|
|
|
203828
(100.0%) |
fungicide_used
[logical] |
|
|
 |
203479
(99.8%) |
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% | ) |
|
 |
203024
(99.6%) |
disease_severity
[character] |
1. (Empty string) | 2. 1 | 3. 2 | 4. 3 | 5. 4 | 6. mild | 7. severe |
|
203640 | ( | 99.9% | ) | 67 | ( | 0.0% | ) | 26 | ( | 0.0% | ) | 11 | ( | 0.0% | ) | 4 | ( | 0.0% | ) | 74 | ( | 0.0% | ) | 6 | ( | 0.0% | ) |
|
 |
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 |
 |
203792
(100.0%) |
diseases
[character] |
1. (Empty string) | 2. alternaria blight | 3. Angular leaf spot | 4. Anthracnose | 5. Anthracnose, angular | 6. Anthracnose; angular | 7. Bean common mosaic v | 8. Hall bright, angular | 9. Hall bright; angular | 10. Hallow blight ,angul | 11. Hallow blight ,angul |
|
203596 | ( | 99.9% | ) | 72 | ( | 0.0% | ) | 80 | ( | 0.0% | ) | 12 | ( | 0.0% | ) | 18 | ( | 0.0% | ) | 18 | ( | 0.0% | ) | 12 | ( | 0.0% | ) | 4 | ( | 0.0% | ) | 4 | ( | 0.0% | ) | 6 | ( | 0.0% | ) | 6 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
residue_prevcrop
[numeric] |
Mean (sd) : 5381.5 (4189.1) | min ≤ med ≤ max: | 1007.5 ≤ 4527.8 ≤ 19042.2 | IQR (CV) : 3636.6 (0.8) |
|
27 distinct values |
 |
203801
(100.0%) |
residue_prevcrop_used
[logical] |
|
|
 |
202784
(99.5%) |
mulch
[integer] |
Mean (sd) : 2005.7 (2114) | min ≤ med ≤ max: | 0 ≤ 2000 ≤ 10572 | IQR (CV) : 3000 (1.1) |
|
122 distinct values |
 |
202020
(99.1%) |
mulch_type
[character] |
1. (Empty string) | 2. ? | 3. cotton | 4. forest | 5. gramineae | 6. gramineae+legume | 7. legume | 8. no mulch | 9. straw |
|
201670 | ( | 98.9% | ) | 54 | ( | 0.0% | ) | 12 | ( | 0.0% | ) | 2 | ( | 0.0% | ) | 1071 | ( | 0.5% | ) | 292 | ( | 0.1% | ) | 184 | ( | 0.1% | ) | 447 | ( | 0.2% | ) | 96 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
seed_treatment
[character] |
1. (Empty string) | 2. Arthrobacter; Azotob | 3. Carboxin; Thiram; Ch | 4. Metarhizium anisopli | 5. none | 6. Thiabendazole; Fludi | 7. Thiabendazole; Fludi | 8. Trichodermaharzianum |
|
203762 | ( | 100.0% | ) | 11 | ( | 0.0% | ) | 6 | ( | 0.0% | ) | 11 | ( | 0.0% | ) | 11 | ( | 0.0% | ) | 5 | ( | 0.0% | ) | 11 | ( | 0.0% | ) | 11 | ( | 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 |
 |
203445
(99.8%) |
previous_crop_residue_perc
[integer] |
Mean (sd) : 33.9 (36.8) | min ≤ med ≤ max: | 0 ≤ 25 ≤ 100 | IQR (CV) : 50 (1.1) |
|
13 distinct values |
 |
201975
(99.1%) |
previous_crop_residue_management
[character] |
1. (Empty string) | 2. burned straw | 3. incorporated straw | 4. removed straw | 5. retained straw | 6. unknown |
|
200023 | ( | 98.1% | ) | 9 | ( | 0.0% | ) | 18 | ( | 0.0% | ) | 9 | ( | 0.0% | ) | 9 | ( | 0.0% | ) | 3760 | ( | 1.8% | ) |
|
 |
0
(0.0%) |
crop_price
[numeric] |
Mean (sd) : 8.9 (8.7) | min ≤ med ≤ max: | 0 ≤ 5.4 ≤ 50.1 | IQR (CV) : 17.3 (1) |
|
660 distinct values |
 |
202756
(99.5%) |
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 |
 |
203368
(99.8%) |
currency
[character] |
1. (Empty string) | 2. ?? | 3. BDT | 4. ETB | 5. MXN | 6. USD |
|
202440 | ( | 99.3% | ) | 188 | ( | 0.1% | ) | 460 | ( | 0.2% | ) | 308 | ( | 0.2% | ) | 96 | ( | 0.0% | ) | 336 | ( | 0.2% | ) |
|
 |
0
(0.0%) |
drought_stress
[character] |
1. (Empty string) | 2. absent | 3. mild |
|
203748 | ( | 100.0% | ) | 32 | ( | 0.0% | ) | 48 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
LAI
[numeric] |
Mean (sd) : 2.4 (1.1) | min ≤ med ≤ max: | 0.1 ≤ 2.3 ≤ 6.8 | IQR (CV) : 1.4 (0.4) |
|
777 distinct values |
 |
202804
(99.5%) |
harvest_index
[numeric] |
Mean (sd) : 2.1 (8.6) | min ≤ med ≤ max: | 0 ≤ 0.4 ≤ 93 | IQR (CV) : 0.1 (4.1) |
|
5012 distinct values |
 |
198088
(97.2%) |
farmer_gender
[character] |
1. (Empty string) | 2. F | 3. M |
|
202347 | ( | 99.3% | ) | 632 | ( | 0.3% | ) | 849 | ( | 0.4% | ) |
|
 |
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% | ) |
|
 |
203756
(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 |
 |
203792
(100.0%) |
severity_scale
[character] |
|
|
 |
0
(0.0%) |
CA_years
[integer] |
Mean (sd) : 2.8 (1.9) | min ≤ med ≤ max: | 1 ≤ 2 ≤ 10 | IQR (CV) : 3 (0.7) |
|
1 | : | 655 | ( | 31.8% | ) | 2 | : | 517 | ( | 25.1% | ) | 3 | : | 348 | ( | 16.9% | ) | 4 | : | 206 | ( | 10.0% | ) | 5 | : | 117 | ( | 5.7% | ) | 6 | : | 95 | ( | 4.6% | ) | 7 | : | 60 | ( | 2.9% | ) | 8 | : | 26 | ( | 1.3% | ) | 9 | : | 24 | ( | 1.2% | ) | 10 | : | 14 | ( | 0.7% | ) |
|
 |
201766
(99.0%) |
country
[character] |
1. Nigeria | 2. Mexico | 3. Tanzania | 4. Ethiopia | 5. India | 6. Philippines | 7. Mozambique | 8. Malawi | 9. United States | 10. Kenya | [ 82 others ] |
|
29145 | ( | 14.3% | ) | 27004 | ( | 13.2% | ) | 14377 | ( | 7.1% | ) | 14247 | ( | 7.0% | ) | 13628 | ( | 6.7% | ) | 13514 | ( | 6.6% | ) | 13155 | ( | 6.5% | ) | 10114 | ( | 5.0% | ) | 9566 | ( | 4.7% | ) | 9431 | ( | 4.6% | ) | 49647 | ( | 24.4% | ) |
|
 |
0
(0.0%) |
adm1
[character] |
1. (Empty string) | 2. Sonora | 3. Laguna | 4. Bihar | 5. Southern Illinois | 6. Oromia | 7. Nebraska | 8. Amhara | 9. Kano | 10. Kaduna | [ 519 others ] |
|
96662 | ( | 47.4% | ) | 17014 | ( | 8.3% | ) | 13481 | ( | 6.6% | ) | 4849 | ( | 2.4% | ) | 3680 | ( | 1.8% | ) | 3328 | ( | 1.6% | ) | 3088 | ( | 1.5% | ) | 2637 | ( | 1.3% | ) | 2050 | ( | 1.0% | ) | 1823 | ( | 0.9% | ) | 55216 | ( | 27.1% | ) |
|
 |
0
(0.0%) |
adm2
[character] |
1. (Empty string) | 2. Cajeme | 3. Angonia | 4. Tsangano | 5. Sangareddy | 6. Barue | 7. Chipata | 8. Nhamatanda | 9. Mogovolas | 10. Buzi | [ 425 others ] |
|
150880 | ( | 74.0% | ) | 4523 | ( | 2.2% | ) | 2424 | ( | 1.2% | ) | 1896 | ( | 0.9% | ) | 1693 | ( | 0.8% | ) | 1518 | ( | 0.7% | ) | 1517 | ( | 0.7% | ) | 1202 | ( | 0.6% | ) | 1052 | ( | 0.5% | ) | 843 | ( | 0.4% | ) | 36280 | ( | 17.8% | ) |
|
 |
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 ] |
|
188319 | ( | 92.4% | ) | 1641 | ( | 0.8% | ) | 1489 | ( | 0.7% | ) | 1043 | ( | 0.5% | ) | 1004 | ( | 0.5% | ) | 684 | ( | 0.3% | ) | 684 | ( | 0.3% | ) | 324 | ( | 0.2% | ) | 288 | ( | 0.1% | ) | 276 | ( | 0.1% | ) | 8076 | ( | 4.0% | ) |
|
 |
0
(0.0%) |
adm4
[character] |
1. (Empty string) | 2. Mpungu | 3. Rutenga |
|
203748 | ( | 100.0% | ) | 26 | ( | 0.0% | ) | 54 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
adm5
[character] |
1. (Empty string) | 2. Katojo | 3. Muramba | 4. Ngaara | 5. Ngaara, |
|
203748 | ( | 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. Hawul | 5. V. Yaqui | 6. University Bellevill | 7. Ciudad Obregón | 8. Lemo | 9. Lushoto | 10. Patancheru | [ 2392 others ] |
|
40331 | ( | 19.8% | ) | 13500 | ( | 6.6% | ) | 13481 | ( | 6.6% | ) | 4514 | ( | 2.2% | ) | 3805 | ( | 1.9% | ) | 3680 | ( | 1.8% | ) | 2796 | ( | 1.4% | ) | 2052 | ( | 1.0% | ) | 1793 | ( | 0.9% | ) | 1693 | ( | 0.8% | ) | 116183 | ( | 57.0% | ) |
|
 |
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 | [ 849 others ] |
|
144543 | ( | 70.9% | ) | 13500 | ( | 6.6% | ) | 12857 | ( | 6.3% | ) | 2477 | ( | 1.2% | ) | 1693 | ( | 0.8% | ) | 768 | ( | 0.4% | ) | 768 | ( | 0.4% | ) | 768 | ( | 0.4% | ) | 768 | ( | 0.4% | ) | 768 | ( | 0.4% | ) | 24918 | ( | 12.2% | ) |
|
 |
0
(0.0%) |
geo_uncertainty
[integer] |
1 distinct value |
|
 |
203801
(100.0%) |
geo_from_source
[logical] |
|
121781 | ( | 62.2% | ) | 74148 | ( | 37.8% | ) |
|
 |
7899
(3.9%) |
elevation
[numeric] |
Mean (sd) : 1145.1 (581) | min ≤ med ≤ max: | 0 ≤ 1224 ≤ 2849 | IQR (CV) : 846 (0.5) |
|
1605 distinct values |
 |
177040
(86.9%) |
soil_depth
[integer] |
Mean (sd) : 39.1 (17.9) | min ≤ med ≤ max: | 0 ≤ 35 ≤ 80 | IQR (CV) : 36 (0.5) |
|
62 distinct values |
 |
202928
(99.6%) |
soil_type
[character] |
1. (Empty string) | 2. Lixisols | 3. Nitosols Andosols | 4. ALFISOL | 5. Cambisol | 6. Vertisols | 7. Nitosol | 8. silt loam | 9. sandy loam | 10. Gleysols Histosols F | [ 108 others ] |
|
171651 | ( | 84.2% | ) | 2603 | ( | 1.3% | ) | 2320 | ( | 1.1% | ) | 1449 | ( | 0.7% | ) | 1430 | ( | 0.7% | ) | 1352 | ( | 0.7% | ) | 1335 | ( | 0.7% | ) | 1304 | ( | 0.6% | ) | 1076 | ( | 0.5% | ) | 989 | ( | 0.5% | ) | 18319 | ( | 9.0% | ) |
|
 |
0
(0.0%) |
soil_pH
[numeric] |
Mean (sd) : 6.2 (1) | min ≤ med ≤ max: | 0 ≤ 6 ≤ 8.7 | IQR (CV) : 1.3 (0.2) |
|
655 distinct values |
 |
166066
(81.5%) |
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 |
 |
203512
(99.8%) |
soil_pH_CaCl2
[numeric] |
Mean (sd) : 5.9 (1.8) | min ≤ med ≤ max: | 0 ≤ 6.3 ≤ 8.4 | IQR (CV) : 2.3 (0.3) |
|
58 distinct values |
 |
201342
(98.8%) |
soil_SOC
[numeric] |
Mean (sd) : 10.8 (38.4) | min ≤ med ≤ max: | 0 ≤ 1.3 ≤ 570 | IQR (CV) : 1.6 (3.5) |
|
942 distinct values |
 |
180195
(88.4%) |
soil_SOM
[numeric] |
Mean (sd) : 2.9 (5.2) | min ≤ med ≤ max: | 0 ≤ 1.6 ≤ 59 | IQR (CV) : 1.9 (1.8) |
|
433 distinct values |
 |
193375
(94.9%) |
soil_sand
[numeric] |
Mean (sd) : 58.1 (78.9) | min ≤ med ≤ max: | 0 ≤ 49 ≤ 862.6 | IQR (CV) : 43.6 (1.4) |
|
881 distinct values |
 |
182698
(89.6%) |
soil_clay
[numeric] |
Mean (sd) : 35.4 (64.6) | min ≤ med ≤ max: | 0 ≤ 24 ≤ 764.3 | IQR (CV) : 23.7 (1.8) |
|
571 distinct values |
 |
177228
(86.9%) |
soil_silt
[numeric] |
Mean (sd) : 36.4 (45.4) | min ≤ med ≤ max: | 0 ≤ 22 ≤ 340.4 | IQR (CV) : 46 (1.2) |
|
395 distinct values |
 |
189080
(92.8%) |
soil_texture
[character] |
1. (Empty string) | 2. clay loam | 3. sandy loam | 4. clay | 5. silt | 6. loam | 7. FAr | 8. loamy sand | 9. Ar | 10. F | [ 11 others ] |
|
199278 | ( | 97.8% | ) | 741 | ( | 0.4% | ) | 737 | ( | 0.4% | ) | 687 | ( | 0.3% | ) | 505 | ( | 0.2% | ) | 479 | ( | 0.2% | ) | 315 | ( | 0.2% | ) | 283 | ( | 0.1% | ) | 162 | ( | 0.1% | ) | 120 | ( | 0.1% | ) | 521 | ( | 0.3% | ) |
|
 |
0
(0.0%) |
soil_N
[numeric] |
Mean (sd) : 870.5 (5883.1) | min ≤ med ≤ max: | 0 ≤ 0.3 ≤ 209205 | IQR (CV) : 69.9 (6.8) |
|
785 distinct values |
 |
191799
(94.1%) |
soil_K
[numeric] |
Mean (sd) : 222.7 (361.9) | min ≤ med ≤ max: | 0.1 ≤ 114 ≤ 7800 | IQR (CV) : 258 (1.6) |
|
702 distinct values |
 |
189075
(92.8%) |
soil_K_Mehlich
[numeric] |
Mean (sd) : 52118 (70768) | min ≤ med ≤ max: | 22 ≤ 370.7 ≤ 3e+05 | IQR (CV) : 101827 (1.4) |
|
230 distinct values |
 |
202891
(99.5%) |
soil_P_total
[numeric] |
Mean (sd) : 24.5 (67.9) | min ≤ med ≤ max: | 0 ≤ 11.1 ≤ 1630 | IQR (CV) : 19.8 (2.8) |
|
485 distinct values |
 |
195269
(95.8%) |
soil_P_available
[numeric] |
Mean (sd) : 910.5 (6179.8) | min ≤ med ≤ max: | 0 ≤ 12.4 ≤ 315000 | IQR (CV) : 22.5 (6.8) |
|
872 distinct values |
 |
192835
(94.6%) |
soil_P_Mehlich
[numeric] |
Mean (sd) : 464.4 (3168.5) | min ≤ med ≤ max: | 0 ≤ 11.3 ≤ 46000 | IQR (CV) : 17.8 (6.8) |
|
227 distinct values |
 |
199536
(97.9%) |
soil_Ca
[numeric] |
Mean (sd) : 814.3 (1355.9) | min ≤ med ≤ max: | 0.4 ≤ 2.7 ≤ 5339 | IQR (CV) : 1519.4 (1.7) |
|
370 distinct values |
 |
198220
(97.2%) |
soil_Ca_Mehlich
[numeric] |
Mean (sd) : 636445.3 (997171.8) | min ≤ med ≤ max: | 1.2 ≤ 4267 ≤ 2734000 | IQR (CV) : 1906713 (1.6) |
|
110 distinct values |
 |
203552
(99.9%) |
soil_Mg
[numeric] |
Mean (sd) : 130.3 (255.3) | min ≤ med ≤ max: | 0.2 ≤ 0.8 ≤ 1560.7 | IQR (CV) : 134.5 (2) |
|
426 distinct values |
 |
198220
(97.2%) |
soil_Mg_Mehlich
[numeric] |
Mean (sd) : 218400 (49396.3) | min ≤ med ≤ max: | 139000 ≤ 211000 ≤ 357000 | IQR (CV) : 75500 (0.2) |
|
66 distinct values |
 |
203748
(100.0%) |
soil_B
[numeric] |
Mean (sd) : 0.3 (0.4) | min ≤ med ≤ max: | 0 ≤ 0.2 ≤ 2.7 | IQR (CV) : 0.3 (1.2) |
|
231 distinct values |
 |
201046
(98.6%) |
soil_B_Mehlich
[integer] |
Mean (sd) : 968.5 (294.5) | min ≤ med ≤ max: | 440 ≤ 910 ≤ 2000 | IQR (CV) : 442.5 (0.3) |
|
53 distinct values |
 |
203748
(100.0%) |
soil_Cu
[numeric] |
Mean (sd) : 5 (4.4) | min ≤ med ≤ max: | 0.2 ≤ 3.4 ≤ 26.3 | IQR (CV) : 5.9 (0.9) |
|
174 distinct values |
 |
201655
(98.9%) |
soil_Cu_Mehlich
[integer] |
Mean (sd) : 2805.6 (312.9) | min ≤ med ≤ max: | 2290 ≤ 2765 ≤ 3770 | IQR (CV) : 420 (0.1) |
|
59 distinct values |
 |
203748
(100.0%) |
soil_Mn
[numeric] |
Mean (sd) : 76.9 (71.7) | min ≤ med ≤ max: | 3.7 ≤ 60.7 ≤ 413.7 | IQR (CV) : 89 (0.9) |
|
280 distinct values |
 |
202129
(99.2%) |
soil_Mn_Mehlich
[integer] |
Mean (sd) : 55887.5 (12683.1) | min ≤ med ≤ max: | 25000 ≤ 54500 ≤ 85000 | IQR (CV) : 17000 (0.2) |
|
43 distinct values |
 |
203748
(100.0%) |
soil_Fe
[numeric] |
Mean (sd) : 108 (97.1) | min ≤ med ≤ max: | 0 ≤ 99.3 ≤ 995 | IQR (CV) : 131.7 (0.9) |
|
287 distinct values |
 |
200597
(98.4%) |
soil_Fe_Mehlich
[integer] |
Mean (sd) : 160087.5 (35960.3) | min ≤ med ≤ max: | 86000 ≤ 159000 ≤ 284000 | IQR (CV) : 47000 (0.2) |
|
63 distinct values |
 |
203748
(100.0%) |
soil_S
[numeric] |
Mean (sd) : 74.6 (893.8) | min ≤ med ≤ max: | 0.7 ≤ 12 ≤ 14200 | IQR (CV) : 9.7 (12) |
|
205 distinct values |
 |
200817
(98.5%) |
soil_S_Mehlich
[numeric] |
Mean (sd) : 5005.4 (5028.3) | min ≤ med ≤ max: | 2.7 ≤ 8000 ≤ 14000 | IQR (CV) : 9991.8 (1) |
|
28 distinct values |
 |
203670
(99.9%) |
soil_Zn
[numeric] |
Mean (sd) : 4.5 (5.4) | min ≤ med ≤ max: | 0 ≤ 2.1 ≤ 69.1 | IQR (CV) : 6.4 (1.2) |
|
281 distinct values |
 |
198128
(97.2%) |
soil_Zn_Mehlich
[integer] |
Mean (sd) : 3498.9 (1154.5) | min ≤ med ≤ max: | 2330 ≤ 3215 ≤ 8030 | IQR (CV) : 875 (0.3) |
|
71 distinct values |
 |
203748
(100.0%) |
soil_Na
[numeric] |
Mean (sd) : 966.2 (4682.4) | min ≤ med ≤ max: | 0 ≤ 0.1 ≤ 95000 | IQR (CV) : 12.2 (4.8) |
|
106 distinct values |
 |
202158
(99.2%) |
soil_Al_Mehlich
[integer] |
Mean (sd) : 399600 (43160.5) | min ≤ med ≤ max: | 319000 ≤ 397000 ≤ 503000 | IQR (CV) : 60750 (0.1) |
|
62 distinct values |
 |
203748
(100.0%) |
soil_C
[numeric] |
Mean (sd) : 48.6 (86.6) | min ≤ med ≤ max: | 0 ≤ 16 ≤ 595.2 | IQR (CV) : 58.7 (1.8) |
|
168 distinct values |
 |
202641
(99.4%) |
soil_EC
[numeric] |
Mean (sd) : 17.9 (28.5) | min ≤ med ≤ max: | 0.1 ≤ 2.6 ≤ 125 | IQR (CV) : 35.7 (1.6) |
|
839 distinct values |
 |
201959
(99.1%) |
soil_bd
[numeric] |
Mean (sd) : 3947.5 (21031.8) | min ≤ med ≤ max: | 0 ≤ 1130 ≤ 141000 | IQR (CV) : 1348.6 (5.3) |
|
27 distinct values |
 |
203479
(99.8%) |
soil_CEC
[numeric] |
Mean (sd) : 20 (10) | min ≤ med ≤ max: | 0 ≤ 20.1 ≤ 50.8 | IQR (CV) : 11.4 (0.5) |
|
209 distinct values |
 |
197711
(97.0%) |
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 |
 |
202904
(99.5%) |
soil_ex_Ca
[numeric] |
Mean (sd) : 5.5 (5.2) | min ≤ med ≤ max: | 1.1 ≤ 3.4 ≤ 21.3 | IQR (CV) : 6.6 (0.9) |
|
57 distinct values |
 |
203175
(99.7%) |
soil_ex_Mg
[numeric] |
Mean (sd) : 1.8 (1.6) | min ≤ med ≤ max: | 0.3 ≤ 1 ≤ 6.3 | IQR (CV) : 2 (0.9) |
|
58 distinct values |
 |
203175
(99.7%) |
soil_ex_K
[numeric] |
Mean (sd) : 77.5 (106.4) | min ≤ med ≤ max: | 0 ≤ 18 ≤ 515.3 | IQR (CV) : 114.5 (1.4) |
|
178 distinct values |
 |
201770
(99.0%) |
soil_ex_Na
[numeric] |
Mean (sd) : 0 (0) | min ≤ med ≤ max: | 0 ≤ 0 ≤ 0.1 | IQR (CV) : 0 (0.3) |
|
3 distinct values |
 |
203805
(100.0%) |
soil_ex_Al
[numeric] |
Mean (sd) : 0.7 (1) | min ≤ med ≤ max: | 0 ≤ 0.3 ≤ 4 | IQR (CV) : 1 (1.3) |
|
12 distinct values |
 |
203788
(100.0%) |
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 ] |
|
201280 | ( | 98.7% | ) | 691 | ( | 0.3% | ) | 533 | ( | 0.3% | ) | 493 | ( | 0.2% | ) | 221 | ( | 0.1% | ) | 194 | ( | 0.1% | ) | 153 | ( | 0.1% | ) | 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 |
|
203748 | ( | 100.0% | ) | 56 | ( | 0.0% | ) | 24 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
landscape_position
[character] |
1. (Empty string) | 2. Bottomland | 3. Slope | 4. Upland |
|
203660 | ( | 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 |
|
201650 | ( | 98.9% | ) | 250 | ( | 0.1% | ) | 105 | ( | 0.1% | ) | 1717 | ( | 0.8% | ) | 106 | ( | 0.1% | ) |
|
 |
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 |
 |
203375
(99.8%) |
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 |
 |
203788
(100.0%) |
soil_WHC_sat
[numeric] |
Mean (sd) : 7.2 (13.5) | min ≤ med ≤ max: | 0 ≤ 0 ≤ 37 | IQR (CV) : 0 (1.9) |
|
5 distinct values |
 |
203766
(100.0%) |
station_name
[character] |
1. (Empty string) | 2. ICRISAT_PAT | 3. QWAQWA; UNIQWA |
|
202979 | ( | 99.6% | ) | 244 | ( | 0.1% | ) | 605 | ( | 0.3% | ) |
|
 |
0
(0.0%) |
prec
[numeric] |
Mean (sd) : 4.9 (15.1) | min ≤ med ≤ max: | 0 ≤ 0 ≤ 290.7 | IQR (CV) : 3 (3.1) |
|
566 distinct values |
 |
199647
(97.9%) |
temp
[numeric] |
Mean (sd) : 20.5 (4) | min ≤ med ≤ max: | 5 ≤ 21 ≤ 28.3 | IQR (CV) : 5.2 (0.2) |
|
2845 distinct values |
 |
199966
(98.1%) |
tmin
[numeric] |
Mean (sd) : 16.9 (5.2) | min ≤ med ≤ max: | -0.6 ≤ 17 ≤ 34.5 | IQR (CV) : 5.9 (0.3) |
|
1144 distinct values |
 |
200375
(98.3%) |
tmax
[numeric] |
Mean (sd) : 27.5 (4.4) | min ≤ med ≤ max: | 6.2 ≤ 27.7 ≤ 42.2 | IQR (CV) : 5.6 (0.2) |
|
1127 distinct values |
 |
200376
(98.3%) |
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 |
 |
202917
(99.6%) |
rhum
[numeric] |
Mean (sd) : 73.4 (10.9) | min ≤ med ≤ max: | 39.9 ≤ 73.8 ≤ 99.6 | IQR (CV) : 15.7 (0.1) |
|
1134 distinct values |
 |
202653
(99.4%) |
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 |
 |
202982
(99.6%) |
rhmx
[numeric] |
Mean (sd) : 86.9 (13) | min ≤ med ≤ max: | 21.8 ≤ 89 ≤ 100 | IQR (CV) : 15 (0.1) |
|
499 distinct values |
 |
202979
(99.6%) |
srad
[numeric] |
Mean (sd) : 230.4 (204.2) | min ≤ med ≤ max: | 2.3 ≤ 222.8 ≤ 762.1 | IQR (CV) : 388.6 (0.9) |
|
1761 distinct values |
 |
201804
(99.0%) |
wspd
[numeric] |
Mean (sd) : 1.4 (1.3) | min ≤ med ≤ max: | 0 ≤ 1.3 ≤ 6.7 | IQR (CV) : 2.1 (0.9) |
|
603 distinct values |
 |
202617
(99.4%) |
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 |
 |
202963
(99.6%) |
wgst
[numeric] |
Mean (sd) : 4.2 (4.5) | min ≤ med ≤ max: | 0 ≤ 2.7 ≤ 30.8 | IQR (CV) : 4.7 (1.1) |
|
525 distinct values |
 |
202653
(99.4%) |