| 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 ] |
|
| 415488 | ( | 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 ] |
|
| 382843 | ( | 92.0% | ) | | 2279 | ( | 0.5% | ) | | 2011 | ( | 0.5% | ) | | 1919 | ( | 0.5% | ) | | 893 | ( | 0.2% | ) | | 767 | ( | 0.2% | ) | | 733 | ( | 0.2% | ) | | 467 | ( | 0.1% | ) | | 320 | ( | 0.1% | ) | | 248 | ( | 0.1% | ) | | 23688 | ( | 5.7% | ) |
|
 |
0
(0.0%) |
| variable
[character] |
| 1. (Empty string) | | 2. Ca | | 3. Fe | | 4. K | | 5. S | | 6. Zn | | 7. Al | | 8. B | | 9. Cu | | 10. Mg | | [ 4 others ] |
|
| 416150 | ( | 100.0% | ) | | 2 | ( | 0.0% | ) | | 2 | ( | 0.0% | ) | | 2 | ( | 0.0% | ) | | 2 | ( | 0.0% | ) | | 2 | ( | 0.0% | ) | | 1 | ( | 0.0% | ) | | 1 | ( | 0.0% | ) | | 1 | ( | 0.0% | ) | | 1 | ( | 0.0% | ) | | 4 | ( | 0.0% | ) |
|
|
0
(0.0%) |
| method
[character] |
| 1. (Empty string) | | 2. DETPA | | 3. Mehlich | | 4. Olsen |
|
| 416150 | ( | 100.0% | ) | | 2 | ( | 0.0% | ) | | 15 | ( | 0.0% | ) | | 1 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| plot_id
[character] |
| 1. (Empty string) | | 2. 9 | | 3. 1 | | 4. 8 | | 5. 2 | | 6. 6 | | 7. 3 | | 8. 7 | | 9. 4 | | 10. 10 | | [ 48761 others ] |
|
| 294935 | ( | 70.9% | ) | | 664 | ( | 0.2% | ) | | 650 | ( | 0.2% | ) | | 636 | ( | 0.2% | ) | | 635 | ( | 0.2% | ) | | 633 | ( | 0.2% | ) | | 630 | ( | 0.2% | ) | | 628 | ( | 0.2% | ) | | 626 | ( | 0.2% | ) | | 620 | ( | 0.1% | ) | | 115511 | ( | 27.8% | ) |
|
 |
0
(0.0%) |
| planting_date
[character] |
| 1. (Empty string) | | 2. 2015 | | 3. 2014 | | 4. 2013 | | 5. 2016 | | 6. 2017 | | 7. 2019 | | 8. 2015-06-16 | | 9. 2018 | | 10. 2012 | | [ 4247 others ] |
|
| 58646 | ( | 14.1% | ) | | 20965 | ( | 5.0% | ) | | 15733 | ( | 3.8% | ) | | 13301 | ( | 3.2% | ) | | 8978 | ( | 2.2% | ) | | 7360 | ( | 1.8% | ) | | 7065 | ( | 1.7% | ) | | 6400 | ( | 1.5% | ) | | 5619 | ( | 1.4% | ) | | 5449 | ( | 1.3% | ) | | 266652 | ( | 64.1% | ) |
|
 |
0
(0.0%) |
| emergence_date
[IDate,
Date] |
| min : 2009-07-31 | | med : 2016-07-16 | | max : 2020-12-28 | | range : 11y 4m 28d |
|
167 distinct values |
 |
412493
(99.1%) |
| transplanting_date
[IDate,
Date] |
| min : 1991-08-15 | | med : 2014-07-27 | | max : 2021-08-27 | | range : 30y 0m 12d |
|
465 distinct values |
 |
413045
(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 |
 |
415504
(99.8%) |
| flowering_date
[IDate,
Date] |
| min : 2005-05-24 | | med : 2016-09-02 | | max : 2019-08-05 | | range : 14y 2m 12d |
|
344 distinct values |
 |
412154
(99.0%) |
| maturity_date
[IDate,
Date] |
| min : 1998-11-25 | | med : 2016-11-11 | | max : 2019-10-29 | | range : 20y 11m 4d |
|
233 distinct values |
 |
413181
(99.3%) |
| harvest_date
[character] |
| 1. (Empty string) | | 2. 2014 | | 3. 2015 | | 4. 2016-05-10 | | 5. 2017 | | 6. 2018 | | 7. 2016 | | 8. 2016-06-19 | | 9. 2019 | | 10. 2017-11-01 | | [ 4092 others ] |
|
| 171611 | ( | 41.2% | ) | | 7688 | ( | 1.8% | ) | | 7252 | ( | 1.7% | ) | | 4821 | ( | 1.2% | ) | | 4590 | ( | 1.1% | ) | | 4298 | ( | 1.0% | ) | | 4222 | ( | 1.0% | ) | | 4154 | ( | 1.0% | ) | | 4101 | ( | 1.0% | ) | | 3688 | ( | 0.9% | ) | | 199743 | ( | 48.0% | ) |
|
 |
0
(0.0%) |
| growth_stage
[character] |
| 1. (Empty string) | | 2. maize had six fully | | 3. Post maize harvestin |
|
| 415917 | ( | 99.9% | ) | | 68 | ( | 0.0% | ) | | 183 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| LTE_name
[character] |
| 1. (Empty string) | | 2. LTCCE-HP | | 3. WARDA |
|
| 402315 | ( | 96.7% | ) | | 13481 | ( | 3.2% | ) | | 372 | ( | 0.1% | ) |
|
 |
0
(0.0%) |
| season
[character] |
| 1. (Empty string) | | 2. dry | | 3. early wet | | 4. late wet | | 5. rabi | | 6. Long rainy season | | 7. second | | 8. first | | 9. kharif | | 10. 2017 | | [ 39 others ] |
|
| 374663 | ( | 90.0% | ) | | 5947 | ( | 1.4% | ) | | 4542 | ( | 1.1% | ) | | 4328 | ( | 1.0% | ) | | 3288 | ( | 0.8% | ) | | 2995 | ( | 0.7% | ) | | 2880 | ( | 0.7% | ) | | 2784 | ( | 0.7% | ) | | 2620 | ( | 0.6% | ) | | 2209 | ( | 0.5% | ) | | 9912 | ( | 2.4% | ) |
|
 |
0
(0.0%) |
| flooded
[logical] |
|
|
 |
414945
(99.7%) |
| on_farm
[logical] |
|
| 55643 | ( | 15.3% | ) | | 307750 | ( | 84.7% | ) |
|
 |
52775
(12.7%) |
| is_survey
[logical] |
|
|
 |
34476
(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 | | [ 7349 others ] |
|
| 182371 | ( | 43.8% | ) | | 7982 | ( | 1.9% | ) | | 7949 | ( | 1.9% | ) | | 7916 | ( | 1.9% | ) | | 4806 | ( | 1.2% | ) | | 4500 | ( | 1.1% | ) | | 4500 | ( | 1.1% | ) | | 4500 | ( | 1.1% | ) | | 4402 | ( | 1.1% | ) | | 4017 | ( | 1.0% | ) | | 183225 | ( | 44.0% | ) |
|
 |
0
(0.0%) |
| rep
[integer] |
| Mean (sd) : 14 (69.1) | | min ≤ med ≤ max: | | 0 ≤ 3 ≤ 757 | | IQR (CV) : 1 (4.9) |
|
758 distinct values |
 |
249065
(59.8%) |
| crop
[character] |
| 1. maize | | 2. cassava | | 3. wheat | | 4. (Empty string) | | 5. rice | | 6. soybean | | 7. common bean | | 8. durum wheat | | 9. sorghum | | 10. groundnut | | [ 121 others ] |
|
| 172029 | ( | 41.3% | ) | | 61770 | ( | 14.8% | ) | | 30349 | ( | 7.3% | ) | | 26768 | ( | 6.4% | ) | | 23360 | ( | 5.6% | ) | | 20017 | ( | 4.8% | ) | | 18955 | ( | 4.6% | ) | | 15056 | ( | 3.6% | ) | | 8181 | ( | 2.0% | ) | | 7457 | ( | 1.8% | ) | | 32226 | ( | 7.7% | ) |
|
 |
0
(0.0%) |
| variety
[character] |
| 1. (Empty string) | | 2. CRIOLLA (SEMILLA DE | | 3. CRIOLLO (BLANCO) | | 4. TMS30572 | | 5. TME419 | | 6. PINTO SALTILLO | | 7. PAN 53 | | 8. ZM 523 | | 9. MH 30 | | 10. DKC 80-53 | | [ 6231 others ] |
|
| 172237 | ( | 41.4% | ) | | 8904 | ( | 2.1% | ) | | 6994 | ( | 1.7% | ) | | 5096 | ( | 1.2% | ) | | 5088 | ( | 1.2% | ) | | 4249 | ( | 1.0% | ) | | 4209 | ( | 1.0% | ) | | 4155 | ( | 1.0% | ) | | 3956 | ( | 1.0% | ) | | 3924 | ( | 0.9% | ) | | 197356 | ( | 47.4% | ) |
|
 |
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 ] |
|
| 396870 | ( | 95.4% | ) | | 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 | ( | 4.2% | ) |
|
 |
0
(0.0%) |
| variety_type
[character] |
| 1. (Empty string) | | 2. hybrid | | 3. Improved | | 4. improved | | 5. inbred | | 6. OPV | | 7. opv | | 8. bush bean | | 9. Hybrid | | 10. climbing bean | | [ 15 others ] |
|
| 397614 | ( | 95.5% | ) | | 5782 | ( | 1.4% | ) | | 2381 | ( | 0.6% | ) | | 2275 | ( | 0.5% | ) | | 1179 | ( | 0.3% | ) | | 1069 | ( | 0.3% | ) | | 1005 | ( | 0.2% | ) | | 938 | ( | 0.2% | ) | | 612 | ( | 0.1% | ) | | 602 | ( | 0.1% | ) | | 2711 | ( | 0.7% | ) |
|
 |
0
(0.0%) |
| intercrops
[character] |
| 1. (Empty string) | | 2. none | | 3. maize | | 4. legume | | 5. cassava | | 6. cowpea | | 7. pearl millet | | 8. maize;pigeon pea | | 9. pigeon pea | | 10. soybean;pigeon pea | | [ 25 others ] |
|
| 329275 | ( | 79.1% | ) | | 50223 | ( | 12.1% | ) | | 19575 | ( | 4.7% | ) | | 7468 | ( | 1.8% | ) | | 3398 | ( | 0.8% | ) | | 1701 | ( | 0.4% | ) | | 897 | ( | 0.2% | ) | | 738 | ( | 0.2% | ) | | 619 | ( | 0.1% | ) | | 468 | ( | 0.1% | ) | | 1806 | ( | 0.4% | ) |
|
 |
0
(0.0%) |
| intercrop_type
[character] |
| 1. (Empty string) | | 2. mixed | | 3. monocrop | | 4. strip |
|
| 413811 | ( | 99.4% | ) | | 1658 | ( | 0.4% | ) | | 19 | ( | 0.0% | ) | | 680 | ( | 0.2% | ) |
|
 |
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 ] |
|
| 378285 | ( | 90.9% | ) | | 10571 | ( | 2.5% | ) | | 7345 | ( | 1.8% | ) | | 2788 | ( | 0.7% | ) | | 2332 | ( | 0.6% | ) | | 1857 | ( | 0.4% | ) | | 1590 | ( | 0.4% | ) | | 1338 | ( | 0.3% | ) | | 1152 | ( | 0.3% | ) | | 1096 | ( | 0.3% | ) | | 7814 | ( | 1.9% | ) |
|
 |
0
(0.0%) |
| crop_rotation
[character] |
| 1. (Empty string) | | 2. maize | | 3. maize;legume | | 4. maize;soybean | | 5. maize;maize | | 6. none | | 7. maize;rice | | 8. groundnut | | 9. rice;maize | | 10. soybean | | [ 88 others ] |
|
| 391267 | ( | 94.0% | ) | | 5618 | ( | 1.3% | ) | | 2528 | ( | 0.6% | ) | | 2135 | ( | 0.5% | ) | | 1766 | ( | 0.4% | ) | | 1594 | ( | 0.4% | ) | | 1476 | ( | 0.4% | ) | | 1084 | ( | 0.3% | ) | | 1078 | ( | 0.3% | ) | | 1005 | ( | 0.2% | ) | | 6617 | ( | 1.6% | ) |
|
 |
0
(0.0%) |
| dmy_roots
[numeric] |
| Mean (sd) : 387.6 (2201.7) | | min ≤ med ≤ max: | | 0 ≤ 9 ≤ 35469.4 | | IQR (CV) : 12.4 (5.7) |
|
2248 distinct values |
 |
411319
(98.8%) |
| dmy_stems
[numeric] |
| Mean (sd) : 4730.9 (2484.5) | | min ≤ med ≤ max: | | 0 ≤ 4423.2 ≤ 36140.6 | | IQR (CV) : 2807.7 (0.5) |
|
9470 distinct values |
 |
392655
(94.4%) |
| dmy_leaves
[numeric] |
| Mean (sd) : 896.3 (1053.9) | | min ≤ med ≤ max: | | 4.1 ≤ 599.6 ≤ 19266.8 | | IQR (CV) : 1267.6 (1.2) |
|
970 distinct values |
 |
414966
(99.7%) |
| dmy_storage
[numeric] |
| Mean (sd) : 5616.6 (4602.7) | | min ≤ med ≤ max: | | 0 ≤ 4552.1 ≤ 45773 | | IQR (CV) : 4048.1 (0.8) |
|
5165 distinct values |
 |
409433
(98.4%) |
| dmy_total
[numeric] |
| Mean (sd) : 6518.1 (7476.6) | | min ≤ med ≤ max: | | 0 ≤ 4356.8 ≤ 80721 | | IQR (CV) : 9483.3 (1.1) |
|
19412 distinct values |
 |
388376
(93.3%) |
| dmy_residue
[numeric] |
| Mean (sd) : 5481.1 (4303) | | min ≤ med ≤ max: | | 0 ≤ 4567.7 ≤ 33160 | | IQR (CV) : 6026.1 (0.8) |
|
7764 distinct values |
 |
407713
(98.0%) |
| fwy_roots
[numeric] |
| Mean (sd) : 5816.2 (8443.4) | | min ≤ med ≤ max: | | 86 ≤ 2238 ≤ 67300 | | IQR (CV) : 1736 (1.5) |
|
4494 distinct values |
 |
389029
(93.5%) |
| fwy_stems
[numeric] |
| Mean (sd) : 7321.3 (7957.2) | | min ≤ med ≤ max: | | 43 ≤ 3500 ≤ 43931 | | IQR (CV) : 11836 (1.1) |
|
6774 distinct values |
 |
373126
(89.7%) |
| fwy_leaves
[numeric] |
| Mean (sd) : 2575.7 (1960) | | min ≤ med ≤ max: | | 0 ≤ 2129.6 ≤ 22554.2 | | IQR (CV) : 2050.5 (0.8) |
|
2083 distinct values |
 |
413388
(99.3%) |
| fwy_total
[numeric] |
| Mean (sd) : 12382.9 (79496.7) | | min ≤ med ≤ max: | | 0 ≤ 2925 ≤ 1718800 | | IQR (CV) : 8433.3 (6.4) |
|
8232 distinct values |
 |
402743
(96.8%) |
| 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 |
 |
378539
(91.0%) |
| yield_part
[character] |
| 1. grain | | 2. (Empty string) | | 3. roots | | 4. seed | | 5. none | | 6. pod | | 7. tubers | | 8. leaves | | 9. aboveground biomass | | 10. stems | | [ 2 others ] |
|
| 197269 | ( | 47.4% | ) | | 107375 | ( | 25.8% | ) | | 61830 | ( | 14.9% | ) | | 31437 | ( | 7.6% | ) | | 11337 | ( | 2.7% | ) | | 5352 | ( | 1.3% | ) | | 787 | ( | 0.2% | ) | | 357 | ( | 0.1% | ) | | 251 | ( | 0.1% | ) | | 63 | ( | 0.0% | ) | | 110 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| yield
[numeric] |
| Mean (sd) : 5911.5 (9881.2) | | min ≤ med ≤ max: | | -317.2 ≤ 3485.4 ≤ 813666.7 | | IQR (CV) : 4642.1 (1.7) |
|
90311 distinct values |
 |
46155
(11.1%) |
| yield_moisture
[numeric] |
| Mean (sd) : 21 (25.1) | | min ≤ med ≤ max: | | 0 ≤ 12.5 ≤ 100 | | IQR (CV) : 1.5 (1.2) |
|
454 distinct values |
 |
376759
(90.5%) |
| yield_isfresh
[logical] |
|
|
 |
389004
(93.5%) |
| yield_marketable
[numeric] |
| Mean (sd) : 14580.6 (8457.6) | | min ≤ med ≤ max: | | 0 ≤ 14210 ≤ 115554.4 | | IQR (CV) : 12480 (0.6) |
|
1200 distinct values |
 |
407965
(98.0%) |
| 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 |
 |
415838
(99.9%) |
| seed_weight
[numeric] |
| Mean (sd) : 105.6 (137) | | min ≤ med ≤ max: | | 0 ≤ 40.3 ≤ 910 | | IQR (CV) : 97.1 (1.3) |
|
4790 distinct values |
 |
395098
(94.9%) |
| fertilizer_used
[logical] |
|
|
 |
406200
(97.6%) |
| 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 | | [ 4818 others ] |
|
| 245752 | ( | 59.1% | ) | | 15070 | ( | 3.6% | ) | | 13640 | ( | 3.3% | ) | | 13422 | ( | 3.2% | ) | | 10797 | ( | 2.6% | ) | | 10312 | ( | 2.5% | ) | | 6102 | ( | 1.5% | ) | | 4915 | ( | 1.2% | ) | | 4622 | ( | 1.1% | ) | | 4549 | ( | 1.1% | ) | | 86987 | ( | 20.9% | ) |
|
 |
0
(0.0%) |
| fertilizer_date
[character] |
| 1. (Empty string) | | 2. 2016-07-08;2016-07-2 | | 3. 2015-08-20 | | 4. 2012-07-15 | | 5. 2012-07-20 | | 6. 2012-07-20;2012-07-2 | | 7. 2012-07-10 | | 8. 2015-08-02 | | 9. 2017-07-20;2017-07-2 | | 10. 2012-07-15;2012-07-1 | | [ 28512 others ] |
|
| 355086 | ( | 85.3% | ) | | 1449 | ( | 0.3% | ) | | 168 | ( | 0.0% | ) | | 107 | ( | 0.0% | ) | | 103 | ( | 0.0% | ) | | 101 | ( | 0.0% | ) | | 100 | ( | 0.0% | ) | | 95 | ( | 0.0% | ) | | 91 | ( | 0.0% | ) | | 86 | ( | 0.0% | ) | | 58782 | ( | 14.1% | ) |
|
 |
0
(0.0%) |
| fertilizer_dap
[character] |
|
|
 |
0
(0.0%) |
| fertilizer_amount
[numeric] |
| Mean (sd) : 303 (175.3) | | min ≤ med ≤ max: | | 0 ≤ 337.5 ≤ 947.9 | | IQR (CV) : 340 (0.6) |
|
38 distinct values |
 |
414072
(99.5%) |
| 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 ] |
|
| 367418 | ( | 88.3% | ) | | 13181 | ( | 3.2% | ) | | 10541 | ( | 2.5% | ) | | 4664 | ( | 1.1% | ) | | 2799 | ( | 0.7% | ) | | 2687 | ( | 0.6% | ) | | 1899 | ( | 0.5% | ) | | 1832 | ( | 0.4% | ) | | 1443 | ( | 0.3% | ) | | 1379 | ( | 0.3% | ) | | 8325 | ( | 2.0% | ) |
|
 |
0
(0.0%) |
| N_fertilizer
[numeric] |
| Mean (sd) : 80.2 (76.7) | | min ≤ med ≤ max: | | 0 ≤ 67 ≤ 1000 | | IQR (CV) : 102.5 (1) |
|
5634 distinct values |
 |
140142
(33.7%) |
| N_splits
[integer] |
| Mean (sd) : 2.3 (1.2) | | min ≤ med ≤ max: | | 0 ≤ 2 ≤ 25 | | IQR (CV) : 1 (0.5) |
|
20 distinct values |
 |
337740
(81.2%) |
| P_fertilizer
[numeric] |
| Mean (sd) : 24.9 (31.6) | | min ≤ med ≤ max: | | 0 ≤ 20 ≤ 1275.7 | | IQR (CV) : 21.3 (1.3) |
|
2134 distinct values |
 |
140212
(33.7%) |
| K_fertilizer
[numeric] |
| Mean (sd) : 20.6 (59.9) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 4303.5 | | IQR (CV) : 30 (2.9) |
|
1409 distinct values |
 |
158840
(38.2%) |
| Zn_fertilizer
[numeric] |
| Mean (sd) : 2.2 (11.6) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 2795 | | IQR (CV) : 5 (5.4) |
|
210 distinct values |
 |
350702
(84.3%) |
| S_fertilizer
[numeric] |
| Mean (sd) : 7.1 (23) | | min ≤ med ≤ max: | | 0 ≤ 4 ≤ 1014.4 | | IQR (CV) : 4 (3.2) |
|
231 distinct values |
 |
351961
(84.6%) |
| B_fertilizer
[numeric] |
| Mean (sd) : 0.3 (0.9) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 5 | | IQR (CV) : 0 (2.9) |
|
48 distinct values |
 |
392634
(94.3%) |
| Ca_fertilizer
[numeric] |
| Mean (sd) : 11.6 (77.6) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 1244.6 | | IQR (CV) : 0 (6.7) |
|
189 distinct values |
 |
398876
(95.8%) |
| Mg_fertilizer
[numeric] |
| Mean (sd) : 2.8 (8.6) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 210 | | IQR (CV) : 0 (3.1) |
|
83 distinct values |
|
398463
(95.7%) |
| Fe_fertilizer
[numeric] |
| Mean (sd) : 45.8 (263.7) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 2609.1 | | IQR (CV) : 0 (5.8) |
|
110 distinct values |
|
413932
(99.5%) |
| Mn_fertilizer
[numeric] |
| Mean (sd) : 1.8 (8.4) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 70.9 | | IQR (CV) : 0 (4.6) |
|
50 distinct values |
 |
413642
(99.4%) |
| 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 |
 |
414104
(99.5%) |
| Cu_fertilizer
[numeric] |
| Mean (sd) : 0.8 (23.8) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 1040 | | IQR (CV) : 0 (30) |
|
53 distinct values |
 |
414247
(99.5%) |
| Mo_fertilizer
[numeric] |
| Mean (sd) : 0 (0) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 0.1 | | IQR (CV) : 0 (8.7) |
|
4 distinct values |
 |
414407
(99.6%) |
| N_fixation
[numeric] |
| Mean (sd) : 128.3 (93.2) | | min ≤ med ≤ max: | | 3 ≤ 105 ≤ 488 | | IQR (CV) : 131.8 (0.7) |
|
270 distinct values |
 |
415818
(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 |
 |
414236
(99.5%) |
| 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 |
 |
414627
(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 |
 |
416046
(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 |
 |
416088
(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 |
|
416088
(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% | ) |
|
 |
405680
(97.5%) |
| lime_used
[logical] |
|
|
 |
415575
(99.9%) |
| gypsum
[numeric] |
| Mean (sd) : 77.8 (168.6) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 526.3 | | IQR (CV) : 50 (2.2) |
|
10 distinct values |
 |
409634
(98.4%) |
| OM_used
[logical] |
|
|
 |
387884
(93.2%) |
| 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 ] |
|
| 408082 | ( | 98.1% | ) | | 4559 | ( | 1.1% | ) | | 2978 | ( | 0.7% | ) | | 207 | ( | 0.0% | ) | | 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) : 3016.7 (10312.9) | | min ≤ med ≤ max: | | 0 ≤ 2.5 ≤ 109000 | | IQR (CV) : 2500 (3.4) |
|
49 distinct values |
 |
407727
(98.0%) |
| inoculated
[logical] |
|
|
 |
342069
(82.2%) |
| 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 ] |
|
| 415196 | ( | 99.8% | ) | | 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 |
|
|
 |
416156
(100.0%) |
| irrigated
[logical] |
|
| 179320 | ( | 69.7% | ) | | 77874 | ( | 30.3% | ) |
|
 |
158974
(38.2%) |
| irrigation_source
[character] |
| 1. (Empty string) | | 2. tubewell | | 3. diesel pump | | 4. canal | | 5. canal & tube well | | 6. bore well | | 7. rain | | 8. lift irrigation | | 9. canal & tubewell | | 10. tubewell & stored wa | | [ 2 others ] |
|
| 413520 | ( | 99.4% | ) | | 1367 | ( | 0.3% | ) | | 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 ] |
|
| 410038 | ( | 98.5% | ) | | 2962 | ( | 0.7% | ) | | 1023 | ( | 0.2% | ) | | 874 | ( | 0.2% | ) | | 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) : 4.4 (3.3) | | min ≤ med ≤ max: | | 1 ≤ 3 ≤ 23 | | IQR (CV) : 1 (0.8) |
|
22 distinct values |
 |
409425
(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 |
 |
410949
(98.7%) |
| irrigation_fulfullment
[character] |
| 1. (Empty string) | | 2. full irrigation | | 3. reduced irrigation |
|
| 414296 | ( | 99.6% | ) | | 936 | ( | 0.2% | ) | | 936 | ( | 0.2% | ) |
|
 |
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. 2016-01-20 | | 7. 2017-01-13 | | 8. 2019-01-18 | | 9. 2011-12-09; 2011-12- | | 10. 2011-12-30; 2012-01- | | [ 146 others ] |
|
| 413709 | ( | 99.4% | ) | | 1449 | ( | 0.3% | ) | | 36 | ( | 0.0% | ) | | 27 | ( | 0.0% | ) | | 27 | ( | 0.0% | ) | | 24 | ( | 0.0% | ) | | 24 | ( | 0.0% | ) | | 24 | ( | 0.0% | ) | | 18 | ( | 0.0% | ) | | 18 | ( | 0.0% | ) | | 812 | ( | 0.2% | ) |
|
|
0
(0.0%) |
| land_prep_method
[character] |
| 1. (Empty string) | | 2. conventional | | 3. none | | 4. unknown | | 5. minimum tillage | | 6. reduced tillage | | 7. tillage | | 8. conventional tilled | | 9. ridge tillage | | 10. flat | | [ 48 others ] |
|
| 321054 | ( | 77.1% | ) | | 23123 | ( | 5.6% | ) | | 22562 | ( | 5.4% | ) | | 8610 | ( | 2.1% | ) | | 8438 | ( | 2.0% | ) | | 4807 | ( | 1.2% | ) | | 4202 | ( | 1.0% | ) | | 3814 | ( | 0.9% | ) | | 3009 | ( | 0.7% | ) | | 2832 | ( | 0.7% | ) | | 13717 | ( | 3.3% | ) |
|
 |
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 |
|
| 413574 | ( | 99.4% | ) | | 327 | ( | 0.1% | ) | | 24 | ( | 0.0% | ) | | 374 | ( | 0.1% | ) | | 1120 | ( | 0.3% | ) | | 240 | ( | 0.1% | ) | | 509 | ( | 0.1% | ) |
|
 |
0
(0.0%) |
| planting_method
[character] |
| 1. (Empty string) | | 2. basins | | 3. manual | | 4. transplanted | | 5. direct seeding | | 6. mechanized | | 7. raised beds | | 8. transplanting | | 9. broadcasting | | 10. direct | | [ 4 others ] |
|
| 406216 | ( | 97.6% | ) | | 2992 | ( | 0.7% | ) | | 1599 | ( | 0.4% | ) | | 1093 | ( | 0.3% | ) | | 1019 | ( | 0.2% | ) | | 840 | ( | 0.2% | ) | | 789 | ( | 0.2% | ) | | 649 | ( | 0.2% | ) | | 453 | ( | 0.1% | ) | | 264 | ( | 0.1% | ) | | 254 | ( | 0.1% | ) |
|
 |
0
(0.0%) |
| planting_implement
[character] |
| 1. (Empty string) | | 2. direct seeder | | 3. manual | | 4. seed drill |
|
| 414994 | ( | 99.7% | ) | | 687 | ( | 0.2% | ) | | 435 | ( | 0.1% | ) | | 52 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| transplanting_method
[character] |
| 1. (Empty string) | | 2. manual | | 3. mechanized | | 4. mechanized nonpuddle | | 5. none |
|
| 413986 | ( | 99.5% | ) | | 1753 | ( | 0.4% | ) | | 379 | ( | 0.1% | ) | | 5 | ( | 0.0% | ) | | 45 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| uncertainty
[numeric] |
| Mean (sd) : 0.5 (1.7) | | min ≤ med ≤ max: | | 0 ≤ 0.2 ≤ 23.2 | | IQR (CV) : 0.3 (3.3) |
|
113 distinct values |
 |
411930
(99.0%) |
| 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 |
|
| 411867 | ( | 99.0% | ) | | 60 | ( | 0.0% | ) | | 1521 | ( | 0.4% | ) | | 2233 | ( | 0.5% | ) | | 282 | ( | 0.1% | ) | | 44 | ( | 0.0% | ) | | 81 | ( | 0.0% | ) | | 66 | ( | 0.0% | ) | | 2 | ( | 0.0% | ) | | 12 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| row_spacing
[numeric] |
| Mean (sd) : 64.7 (23.4) | | min ≤ med ≤ max: | | 0.8 ≤ 75 ≤ 300 | | IQR (CV) : 25 (0.4) |
|
61 distinct values |
 |
372228
(89.4%) |
| plot_area
[numeric] |
| Mean (sd) : 61.3 (529.6) | | min ≤ med ≤ max: | | 0 ≤ 16 ≤ 30000 | | IQR (CV) : 24.6 (8.6) |
|
348 distinct values |
 |
385936
(92.7%) |
| 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% | ) |
|
 |
413907
(99.5%) |
| plot_width
[numeric] |
| Mean (sd) : 5 (0.2) | | min ≤ med ≤ max: | | 5 ≤ 5 ≤ 6 | | IQR (CV) : 0 (0) |
|
3 distinct values |
 |
413907
(99.5%) |
| plant_spacing
[numeric] |
| Mean (sd) : 23.6 (13.3) | | min ≤ med ≤ max: | | 2 ≤ 25 ≤ 100 | | IQR (CV) : 15 (0.6) |
|
30 distinct values |
 |
385143
(92.5%) |
| seed_density
[numeric] |
| Mean (sd) : 572352.1 (599107.3) | | min ≤ med ≤ max: | | 80 ≤ 750000 ≤ 3500000 | | IQR (CV) : 999900 (1) |
|
48 distinct values |
 |
405609
(97.5%) |
| seed_rate
[numeric] |
| Mean (sd) : 3642055 (32097454) | | min ≤ med ≤ max: | | 0 ≤ 60000 ≤ 432050000 | | IQR (CV) : 370635 (8.8) |
|
176 distinct values |
 |
410894
(98.7%) |
| plant_density
[numeric] |
| Mean (sd) : 115720.8 (188970.2) | | min ≤ med ≤ max: | | 0 ≤ 47521.5 ≤ 3430000 | | IQR (CV) : 129455.5 (1.6) |
|
14164 distinct values |
 |
339148
(81.5%) |
| cob_density
[numeric] |
| Mean (sd) : 42895.1 (12651.8) | | min ≤ med ≤ max: | | 2222 ≤ 42218 ≤ 100080 | | IQR (CV) : 13376 (0.3) |
|
232 distinct values |
 |
415337
(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 |
 |
414260
(99.5%) |
| rain
[numeric] |
| Mean (sd) : 660.4 (381.6) | | min ≤ med ≤ max: | | 0 ≤ 576 ≤ 3000 | | IQR (CV) : 438 (0.6) |
|
637 distinct values |
 |
395195
(95.0%) |
| emergence_days
[integer] |
| Mean (sd) : 8.7 (2.9) | | min ≤ med ≤ max: | | 5 ≤ 8 ≤ 89 | | IQR (CV) : 2 (0.3) |
|
18 distinct values |
 |
410582
(98.7%) |
| transplanting_days
[integer] |
1 distinct value |
|
 |
402687
(96.8%) |
| heading_days
[integer] |
| Mean (sd) : 83.6 (3.5) | | min ≤ med ≤ max: | | 77 ≤ 83 ≤ 95 | | IQR (CV) : 5 (0) |
|
17 distinct values |
 |
415976
(100.0%) |
| flowering_days
[integer] |
| Mean (sd) : 70.1 (20.3) | | min ≤ med ≤ max: | | 19 ≤ 76 ≤ 134 | | IQR (CV) : 22 (0.3) |
|
100 distinct values |
 |
407210
(97.8%) |
| anthesis_days
[integer] |
| Mean (sd) : 88 (9.7) | | min ≤ med ≤ max: | | 63 ≤ 90 ≤ 106 | | IQR (CV) : 12.8 (0.1) |
|
44 distinct values |
 |
415374
(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 |
 |
414483
(99.6%) |
| asi
[integer] |
| Mean (sd) : 5.3 (3) | | min ≤ med ≤ max: | | 0 ≤ 5 ≤ 19 | | IQR (CV) : 4 (0.6) |
|
18 distinct values |
 |
414729
(99.7%) |
| tassling_days
[integer] |
| Mean (sd) : 70.7 (7) | | min ≤ med ≤ max: | | 53 ≤ 71 ≤ 87 | | IQR (CV) : 11 (0.1) |
|
35 distinct values |
 |
414729
(99.7%) |
| maturity_days
[integer] |
| Mean (sd) : 121.7 (16.3) | | min ≤ med ≤ max: | | 78 ≤ 121 ≤ 221 | | IQR (CV) : 18 (0.1) |
|
95 distinct values |
 |
407299
(97.9%) |
| harvest_days
[integer] |
| Mean (sd) : 131.1 (21.8) | | min ≤ med ≤ max: | | 80 ≤ 126 ≤ 183 | | IQR (CV) : 28 (0.2) |
|
88 distinct values |
 |
412442
(99.1%) |
| plant_height
[numeric] |
| Mean (sd) : 92.3 (43.3) | | min ≤ med ≤ max: | | 10 ≤ 85 ≤ 569 | | IQR (CV) : 11.3 (0.5) |
|
1824 distinct values |
 |
390676
(93.9%) |
| 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 |
 |
416000
(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 |
 |
416132
(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 |
 |
416044
(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 |
 |
416008
(100.0%) |
| leaf_N
[numeric] |
| Mean (sd) : 15.6 (18.9) | | min ≤ med ≤ max: | | 0.3 ≤ 2.7 ≤ 157.7 | | IQR (CV) : 30.2 (1.2) |
|
2465 distinct values |
 |
412629
(99.1%) |
| 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 |
 |
415296
(99.8%) |
| 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 |
 |
415469
(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 |
 |
412977
(99.2%) |
| 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 |
 |
412977
(99.2%) |
| 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 |
 |
415177
(99.8%) |
| 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 |
 |
412977
(99.2%) |
| 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 |
 |
412977
(99.2%) |
| 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 |
 |
413995
(99.5%) |
| leaf_Zn
[numeric] |
| Mean (sd) : 1231 (5460.4) | | min ≤ med ≤ max: | | 1.7 ≤ 15 ≤ 46900 | | IQR (CV) : 9.4 (4.4) |
|
2428 distinct values |
 |
412977
(99.2%) |
| 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 |
 |
413121
(99.3%) |
| 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 |
 |
413121
(99.3%) |
| 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 |
 |
413121
(99.3%) |
| leaf_Al
[integer] |
| Mean (sd) : 31162.3 (20093.5) | | min ≤ med ≤ max: | | 10000 ≤ 28600 ≤ 231900 | | IQR (CV) : 17000 (0.6) |
|
129 distinct values |
 |
416009
(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 |
 |
415214
(99.8%) |
| grain_N
[numeric] |
| Mean (sd) : 30.8 (122.5) | | min ≤ med ≤ max: | | 0.4 ≤ 12.5 ≤ 2710 | | IQR (CV) : 16.9 (4) |
|
6486 distinct values |
 |
407024
(97.8%) |
| 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 |
 |
410241
(98.6%) |
| 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 |
 |
406723
(97.7%) |
| grain_S
[numeric] |
| Mean (sd) : 1 (1.2) | | min ≤ med ≤ max: | | 0 ≤ 1 ≤ 18.1 | | IQR (CV) : 0.9 (1.2) |
|
1142 distinct values |
 |
413407
(99.3%) |
| 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 |
 |
412274
(99.1%) |
| 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 |
 |
412463
(99.1%) |
| 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 |
 |
413930
(99.5%) |
| 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 |
 |
410703
(98.7%) |
| 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 |
 |
413844
(99.4%) |
| 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 |
 |
413836
(99.4%) |
| grain_B
[numeric] |
| Mean (sd) : 10 (9.2) | | min ≤ med ≤ max: | | 0 ≤ 9 ≤ 37.5 | | IQR (CV) : 10.6 (0.9) |
|
834 distinct values |
 |
415246
(99.8%) |
| 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 |
 |
415888
(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 |
 |
415320
(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 |
 |
416156
(100.0%) |
| grain_Mo
[numeric] |
| Mean (sd) : 0 (0) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 0 | | IQR (CV) : 0 (0.1) |
|
9 distinct values |
 |
416157
(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 |
 |
411968
(99.0%) |
| residue_N
[numeric] |
| Mean (sd) : 10.1 (23.4) | | min ≤ med ≤ max: | | 0 ≤ 5.4 ≤ 267.1 | | IQR (CV) : 8.2 (2.3) |
|
3893 distinct values |
 |
410648
(98.7%) |
| 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 |
 |
409449
(98.4%) |
| 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 |
 |
412067
(99.0%) |
| 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 |
 |
413631
(99.4%) |
| 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 |
 |
413692
(99.4%) |
| 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 |
 |
415109
(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 |
 |
415119
(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 |
 |
415147
(99.8%) |
| 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 |
 |
415008
(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 |
 |
415320
(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 |
 |
414451
(99.6%) |
| residue_B
[numeric] |
| Mean (sd) : 0 (0) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 0.1 | | IQR (CV) : 0 (0.8) |
|
70 distinct values |
 |
416084
(100.0%) |
| residue_Mo
[numeric] |
| Mean (sd) : 0 (0) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 0 | | IQR (CV) : 0 (0.4) |
|
22 distinct values |
 |
416146
(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 |
 |
416156
(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 |
|
| 414889 | ( | 99.7% | ) | | 155 | ( | 0.0% | ) | | 196 | ( | 0.0% | ) | | 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] |
|
|
 |
339957
(81.7%) |
| herbicide_product
[character] |
| 1. (Empty string) | | 2. none | | 3. glyphosate | | 4. diflufenican;none | | 5. isoxaflutole;none | | 6. s-metolachlor;none | | 7. terbuthylazine;none | | 8. flumioxazin;none | | 9. halosulfuron-methyl | | 10. isoxaflutole | | [ 137 others ] |
|
| 356587 | ( | 85.7% | ) | | 6311 | ( | 1.5% | ) | | 2410 | ( | 0.6% | ) | | 2308 | ( | 0.6% | ) | | 2225 | ( | 0.5% | ) | | 2088 | ( | 0.5% | ) | | 1999 | ( | 0.5% | ) | | 1975 | ( | 0.5% | ) | | 1770 | ( | 0.4% | ) | | 1268 | ( | 0.3% | ) | | 37227 | ( | 8.9% | ) |
|
 |
0
(0.0%) |
| herbicide_timing
[integer] |
| Mean (sd) : 17.8 (30.3) | | min ≤ med ≤ max: | | 0 ≤ 4 ≤ 99 | | IQR (CV) : 8 (1.7) |
|
28 distinct values |
 |
375001
(90.1%) |
| 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% | ) |
|
 |
415364
(99.8%) |
| herbicide_dates
[IDate,
Date] |
| min : 2014-06-25 | | med : 2017-12-05 | | max : 2022-01-02 | | range : 7y 6m 8d |
|
263 distinct values |
 |
414215
(99.5%) |
| herbicide_amount
[numeric] |
| Mean (sd) : 30.3 (110.5) | | min ≤ med ≤ max: | | 0 ≤ 3 ≤ 1200 | | IQR (CV) : 7.7 (3.7) |
|
142 distinct values |
 |
390447
(93.8%) |
| herbicide_implement
[character] |
| 1. (Empty string) | | 2. backpack sprayer |
|
|
 |
0
(0.0%) |
| weeding_done
[logical] |
1. TRUE |
|
 |
389273
(93.5%) |
| weeding_method
[character] |
| 1. (Empty string) | | 2. Sprayer | | 3. weeding | | 4. Hand | | 5. manual | | 6. Hand weeding | | 7. hoeing | | 8. herbicide | | 9. Herbicide applicatio | | 10. Roundup | | [ 8 others ] |
|
| 414276 | ( | 99.5% | ) | | 324 | ( | 0.1% | ) | | 287 | ( | 0.1% | ) | | 256 | ( | 0.1% | ) | | 243 | ( | 0.1% | ) | | 136 | ( | 0.0% | ) | | 95 | ( | 0.0% | ) | | 93 | ( | 0.0% | ) | | 93 | ( | 0.0% | ) | | 60 | ( | 0.0% | ) | | 305 | ( | 0.1% | ) |
|
 |
0
(0.0%) |
| weeding_times
[integer] |
| Mean (sd) : 1.8 (1.2) | | min ≤ med ≤ max: | | 0 ≤ 2 ≤ 3 | | IQR (CV) : 2 (0.7) |
|
| 0 | : | 786 | ( | 22.0% | ) | | 1 | : | 608 | ( | 17.0% | ) | | 2 | : | 797 | ( | 22.3% | ) | | 3 | : | 1382 | ( | 38.7% | ) |
|
 |
412595
(99.1%) |
| weeding_dates
[character] |
| 1. (Empty string) | | 2. 2015-06-25 | | 3. 2015-07-20 | | 4. 2011-12-29 | | 5. 2015-11-20 | | 6. 2011-12-28 | | 7. 2012-01-05 | | 8. 2012-01-22 | | 9. 2012-01-26 | | 10. 2012-02-07 | | [ 243 others ] |
|
| 414257 | ( | 99.5% | ) | | 95 | ( | 0.0% | ) | | 95 | ( | 0.0% | ) | | 45 | ( | 0.0% | ) | | 32 | ( | 0.0% | ) | | 27 | ( | 0.0% | ) | | 27 | ( | 0.0% | ) | | 27 | ( | 0.0% | ) | | 27 | ( | 0.0% | ) | | 27 | ( | 0.0% | ) | | 1509 | ( | 0.4% | ) |
|
|
0
(0.0%) |
| weeding_implement
[character] |
| 1. (Empty string) | | 2. hoe | | 3. manual | | 4. unknown |
|
| 414973 | ( | 99.7% | ) | | 738 | ( | 0.2% | ) | | 112 | ( | 0.0% | ) | | 345 | ( | 0.1% | ) |
|
 |
0
(0.0%) |
| weed_species
[character] |
| 1. (Empty string) | | 2. Tridax pocumbens | | 3. Panicum maximum | | 4. Commelina benghalens | | 5. Phyllantus amarus | | 6. Digitaria horizontal | | 7. Centrosema pubescens | | 8. Sedges | | 9. Aspilla africana | | 10. Euphorpia heterophyl | | [ 284 others ] |
|
| 368241 | ( | 88.5% | ) | | 1854 | ( | 0.4% | ) | | 1723 | ( | 0.4% | ) | | 1627 | ( | 0.4% | ) | | 1435 | ( | 0.3% | ) | | 1406 | ( | 0.3% | ) | | 1359 | ( | 0.3% | ) | | 1325 | ( | 0.3% | ) | | 1316 | ( | 0.3% | ) | | 1252 | ( | 0.3% | ) | | 34630 | ( | 8.3% | ) |
|
 |
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 |
 |
410816
(98.7%) |
| weed_severity
[character] |
| 1. (Empty string) | | 2. absent | | 3. mild |
|
| 416088 | ( | 100.0% | ) | | 32 | ( | 0.0% | ) | | 48 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| insecticide_used
[logical] |
|
|
 |
404525
(97.2%) |
| insecticide_product
[character] |
| 1. (Empty string) | | 2. unknown | | 3. chlorpyrifos | | 4. Get-cut | | 5. Darsban (Chloropyrip | | 6. none | | 7. lambda-cyhalothrin | | 8. beta-cyfluthrin | | 9. phosmet | | 10. malathion | | [ 13 others ] |
|
| 413422 | ( | 99.3% | ) | | 760 | ( | 0.2% | ) | | 537 | ( | 0.1% | ) | | 258 | ( | 0.1% | ) | | 188 | ( | 0.0% | ) | | 144 | ( | 0.0% | ) | | 116 | ( | 0.0% | ) | | 112 | ( | 0.0% | ) | | 98 | ( | 0.0% | ) | | 77 | ( | 0.0% | ) | | 456 | ( | 0.1% | ) |
|
 |
0
(0.0%) |
| insecticide_dates
[IDate,
Date] |
| min : 1999-01-01 | | med : 2015-08-01 | | max : 2017-10-27 | | range : 18y 9m 26d |
|
83 distinct values |
 |
415257
(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 |
 |
415364
(99.8%) |
| insecticide_amount
[numeric] |
| Mean (sd) : 3.8 (59) | | min ≤ med ≤ max: | | 0 ≤ 1 ≤ 1875 | | IQR (CV) : 1.2 (15.3) |
|
20 distinct values |
 |
414065
(99.5%) |
| insecticide_implement
[character] |
| 1. (Empty string) | | 2. backpack sprayer | | 3. unknown |
|
| 415321 | ( | 99.8% | ) | | 776 | ( | 0.2% | ) | | 71 | ( | 0.0% | ) |
|
|
0
(0.0%) |
| pest_severity
[character] |
| 1. (Empty string) | | 2. mild | | 3. moderate |
|
| 416088 | ( | 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 ] |
|
| 415238 | ( | 99.8% | ) | | 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 |
 |
416056
(100.0%) |
| fungicide_used
[logical] |
|
|
 |
406266
(97.6%) |
| fungicide_product
[character] |
| 1. (Empty string) | | 2. carboxin | | 3. metalaxyl | | 4. chlorothalonil | | 5. iprodione | | 6. thiram | | 7. thiabendazole | | 8. trifloxystrobin;tebu | | 9. difenoconazole | | 10. unknown | | [ 6 others ] |
|
| 415430 | ( | 99.8% | ) | | 186 | ( | 0.0% | ) | | 94 | ( | 0.0% | ) | | 81 | ( | 0.0% | ) | | 78 | ( | 0.0% | ) | | 63 | ( | 0.0% | ) | | 58 | ( | 0.0% | ) | | 56 | ( | 0.0% | ) | | 32 | ( | 0.0% | ) | | 28 | ( | 0.0% | ) | | 62 | ( | 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% | ) |
|
 |
415364
(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 |
 |
415866
(99.9%) |
| disease_severity
[character] |
| 1. (Empty string) | | 2. 0 | | 3. 1 | | 4. 2 | | 5. 3 | | 6. 4 | | 7. 5 | | 8. mild | | 9. severe |
|
| 415765 | ( | 99.9% | ) | | 179 | ( | 0.0% | ) | | 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 |
 |
416132
(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 |
 |
414916
(99.7%) |
| residue_prevcrop_used
[logical] |
|
|
 |
412839
(99.2%) |
| mulch
[integer] |
| Mean (sd) : 2041.6 (2163) | | min ≤ med ≤ max: | | 0 ≤ 2000 ≤ 10572 | | IQR (CV) : 3000 (1.1) |
|
122 distinct values |
 |
414286
(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 |
|
| 414010 | ( | 99.5% | ) | | 54 | ( | 0.0% | ) | | 12 | ( | 0.0% | ) | | 2 | ( | 0.0% | ) | | 1071 | ( | 0.3% | ) | | 292 | ( | 0.1% | ) | | 184 | ( | 0.0% | ) | | 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 ] |
|
| 415887 | ( | 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 |
 |
415785
(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 |
 |
413148
(99.3%) |
| previous_crop_residue_management
[character] |
| 1. (Empty string) | | 2. burned straw | | 3. incorporated straw | | 4. removed straw | | 5. retained straw | | 6. unknown |
|
| 412363 | ( | 99.1% | ) | | 9 | ( | 0.0% | ) | | 18 | ( | 0.0% | ) | | 9 | ( | 0.0% | ) | | 9 | ( | 0.0% | ) | | 3760 | ( | 0.9% | ) |
|
 |
0
(0.0%) |
| crop_price
[numeric] |
| Mean (sd) : 6.2 (8.1) | | min ≤ med ≤ max: | | 0 ≤ 1.8 ≤ 50.1 | | IQR (CV) : 7.3 (1.3) |
|
844 distinct values |
 |
414543
(99.6%) |
| fertilizer_price
[numeric] |
| Mean (sd) : 87.5 (179.7) | | min ≤ med ≤ max: | | 0 ≤ 24.4 ≤ 1180.6 | | IQR (CV) : 35.4 (2.1) |
|
55 distinct values |
 |
414491
(99.6%) |
| currency
[character] |
| 1. (Empty string) | | 2. ?? | | 3. BDT | | 4. ETB | | 5. MXN | | 6. Tk | | 7. TZS | | 8. USD |
|
| 413312 | ( | 99.3% | ) | | 188 | ( | 0.0% | ) | | 512 | ( | 0.1% | ) | | 308 | ( | 0.1% | ) | | 96 | ( | 0.0% | ) | | 716 | ( | 0.2% | ) | | 251 | ( | 0.1% | ) | | 785 | ( | 0.2% | ) |
|
 |
0
(0.0%) |
| drought_stress
[character] |
| 1. (Empty string) | | 2. absent | | 3. mild |
|
| 416088 | ( | 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 |
 |
414456
(99.6%) |
| harvest_index
[numeric] |
| Mean (sd) : 10.1 (19.2) | | min ≤ med ≤ max: | | 0 ≤ 0.5 ≤ 93 | | IQR (CV) : 0.2 (1.9) |
|
6361 distinct values |
 |
405335
(97.4%) |
| farmer_gender
[character] |
| 1. (Empty string) | | 2. F | | 3. M |
|
| 414687 | ( | 99.6% | ) | | 632 | ( | 0.2% | ) | | 849 | ( | 0.2% | ) |
|
|
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% | ) |
|
 |
416096
(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 |
 |
416132
(100.0%) |
| CA_years
[integer] |
| Mean (sd) : 7.2 (4.3) | | min ≤ med ≤ max: | | 1 ≤ 8 ≤ 17 | | IQR (CV) : 8 (0.6) |
|
17 distinct values |
 |
391948
(94.2%) |
| striga_trial
[logical] |
1. FALSE |
|
 |
415766
(99.9%) |
| borer_trial
[logical] |
1. FALSE |
|
|
415766
(99.9%) |
| striga_infected
[logical] |
1. FALSE |
|
|
415766
(99.9%) |
| country
[character] |
| 1. Mexico | | 2. Nigeria | | 3. Malawi | | 4. (Empty string) | | 5. India | | 6. Ethiopia | | 7. Philippines | | 8. Tanzania | | 9. United States | | 10. Mozambique | | [ 89 others ] |
|
| 110983 | ( | 26.7% | ) | | 83422 | ( | 20.0% | ) | | 33838 | ( | 8.1% | ) | | 26733 | ( | 6.4% | ) | | 16242 | ( | 3.9% | ) | | 14708 | ( | 3.5% | ) | | 13770 | ( | 3.3% | ) | | 13545 | ( | 3.3% | ) | | 13361 | ( | 3.2% | ) | | 13251 | ( | 3.2% | ) | | 76315 | ( | 18.3% | ) |
|
 |
0
(0.0%) |
| adm1
[character] |
| 1. (Empty string) | | 2. Sonora | | 3. Ogun | | 4. Laguna | | 5. Oyo | | 6. Guerrero | | 7. Abia | | 8. Benue | | 9. Guanajuato | | 10. Oaxaca | | [ 556 others ] |
|
| 168715 | ( | 40.5% | ) | | 19810 | ( | 4.8% | ) | | 14892 | ( | 3.6% | ) | | 13481 | ( | 3.2% | ) | | 13128 | ( | 3.2% | ) | | 12812 | ( | 3.1% | ) | | 12669 | ( | 3.0% | ) | | 11168 | ( | 2.7% | ) | | 9301 | ( | 2.2% | ) | | 6266 | ( | 1.5% | ) | | 133926 | ( | 32.2% | ) |
|
 |
0
(0.0%) |
| adm2
[character] |
| 1. (Empty string) | | 2. Balaka | | 3. Nkhotakota | | 4. Cajeme | | 5. Angonia | | 6. Tsangano | | 7. Dowa | | 8. Machinga | | 9. Zomba | | 10. Salima | | [ 1711 others ] |
|
| 261824 | ( | 62.9% | ) | | 9228 | ( | 2.2% | ) | | 8570 | ( | 2.1% | ) | | 4872 | ( | 1.2% | ) | | 2424 | ( | 0.6% | ) | | 1896 | ( | 0.5% | ) | | 1893 | ( | 0.5% | ) | | 1649 | ( | 0.4% | ) | | 1634 | ( | 0.4% | ) | | 1580 | ( | 0.4% | ) | | 120598 | ( | 29.0% | ) |
|
 |
0
(0.0%) |
| adm3
[character] |
| 1. (Empty string) | | 2. Lemo | | 3. Agrary | | 4. Sinana | | 5. Nametil | | 6. Gubalafto | | 7. Malula | | 8. Tehulederi | | 9. Chipeni | | 10. Mwansambo | | [ 813 others ] |
|
| 388647 | ( | 93.4% | ) | | 1641 | ( | 0.4% | ) | | 1489 | ( | 0.4% | ) | | 1043 | ( | 0.3% | ) | | 1004 | ( | 0.2% | ) | | 684 | ( | 0.2% | ) | | 684 | ( | 0.2% | ) | | 684 | ( | 0.2% | ) | | 681 | ( | 0.2% | ) | | 681 | ( | 0.2% | ) | | 18930 | ( | 4.5% | ) |
|
 |
0
(0.0%) |
| adm4
[character] |
| 1. (Empty string) | | 2. Devpokhar | | 3. Rutenga | | 4. Jasauli | | 5. Uska | | 6. Batrouli | | 7. Pahadpur | | 8. Ahalladpur | | 9. Mahdah | | 10. Mpungu | | [ 188 others ] |
|
| 414725 | ( | 99.7% | ) | | 62 | ( | 0.0% | ) | | 54 | ( | 0.0% | ) | | 47 | ( | 0.0% | ) | | 41 | ( | 0.0% | ) | | 35 | ( | 0.0% | ) | | 35 | ( | 0.0% | ) | | 32 | ( | 0.0% | ) | | 30 | ( | 0.0% | ) | | 26 | ( | 0.0% | ) | | 1081 | ( | 0.3% | ) |
|
 |
0
(0.0%) |
| adm5
[character] |
| 1. (Empty string) | | 2. Katojo | | 3. Muramba | | 4. Ngaara | | 5. Ngaara, |
|
| 416088 | ( | 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. Funaab | | 5. Uam | | 6. Nrcri | | 7. Ciudad Obregón | | 8. Wagga Wagga | | 9. Hawul | | 10. V. Yaqui | | [ 3088 others ] |
|
| 147867 | ( | 35.5% | ) | | 13500 | ( | 3.2% | ) | | 13481 | ( | 3.2% | ) | | 8649 | ( | 2.1% | ) | | 6652 | ( | 1.6% | ) | | 4990 | ( | 1.2% | ) | | 4668 | ( | 1.1% | ) | | 4631 | ( | 1.1% | ) | | 4514 | ( | 1.1% | ) | | 3805 | ( | 0.9% | ) | | 203411 | ( | 48.9% | ) |
|
 |
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 | | [ 698 others ] |
|
| 358258 | ( | 86.1% | ) | | 13500 | ( | 3.2% | ) | | 12857 | ( | 3.1% | ) | | 2477 | ( | 0.6% | ) | | 1872 | ( | 0.4% | ) | | 1449 | ( | 0.3% | ) | | 768 | ( | 0.2% | ) | | 768 | ( | 0.2% | ) | | 768 | ( | 0.2% | ) | | 768 | ( | 0.2% | ) | | 22683 | ( | 5.5% | ) |
|
 |
0
(0.0%) |
| geo_uncertainty
[integer] |
1 distinct value |
|
 |
416141
(100.0%) |
| geo_from_source
[logical] |
|
| 159968 | ( | 41.9% | ) | | 221877 | ( | 58.1% | ) |
|
 |
34323
(8.2%) |
| elevation
[numeric] |
| Mean (sd) : 946.8 (570.6) | | min ≤ med ≤ max: | | 0 ≤ 720 ≤ 2849 | | IQR (CV) : 816 (0.6) |
|
1634 distinct values |
 |
368011
(88.4%) |
| depth
[integer] |
| Mean (sd) : 12.5 (5.6) | | min ≤ med ≤ max: | | 5 ≤ 12.5 ≤ 20 | | IQR (CV) : 7.5 (0.4) |
|
| 5 | : | 424 | ( | 25.0% | ) | | 10 | : | 424 | ( | 25.0% | ) | | 15 | : | 424 | ( | 25.0% | ) | | 20 | : | 424 | ( | 25.0% | ) |
|
 |
414472
(99.6%) |
| depth_top
[integer] |
|
|
 |
414176
(99.5%) |
| depth_bottom
[integer] |
| Mean (sd) : 19.7 (10.2) | | min ≤ med ≤ max: | | 5 ≤ 20 ≤ 40 | | IQR (CV) : 20 (0.5) |
|
| 5 | : | 476 | ( | 23.9% | ) | | 10 | : | 96 | ( | 4.8% | ) | | 20 | : | 713 | ( | 35.8% | ) | | 21 | : | 60 | ( | 3.0% | ) | | 30 | : | 554 | ( | 27.8% | ) | | 40 | : | 93 | ( | 4.7% | ) |
|
 |
414176
(99.5%) |
| soil_depth
[integer] |
| Mean (sd) : 39.1 (17.9) | | min ≤ med ≤ max: | | 0 ≤ 35 ≤ 80 | | IQR (CV) : 36 (0.5) |
|
62 distinct values |
 |
415268
(99.8%) |
| 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 ] |
|
| 371394 | ( | 89.2% | ) | | 4523 | ( | 1.1% | ) | | 2758 | ( | 0.7% | ) | | 2320 | ( | 0.6% | ) | | 1753 | ( | 0.4% | ) | | 1626 | ( | 0.4% | ) | | 1449 | ( | 0.3% | ) | | 1434 | ( | 0.3% | ) | | 1340 | ( | 0.3% | ) | | 1335 | ( | 0.3% | ) | | 26236 | ( | 6.3% | ) |
|
 |
0
(0.0%) |
| soil_pH
[numeric] |
| Mean (sd) : 6.1 (1) | | min ≤ med ≤ max: | | 0 ≤ 6 ≤ 8.7 | | IQR (CV) : 1.5 (0.2) |
|
719 distinct values |
 |
344951
(82.9%) |
| 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 |
 |
415852
(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 |
 |
405733
(97.5%) |
| soil_sand
[numeric] |
| Mean (sd) : 63.6 (52.7) | | min ≤ med ≤ max: | | 0 ≤ 67.5 ≤ 862.6 | | IQR (CV) : 38 (0.8) |
|
945 distinct values |
 |
365485
(87.8%) |
| soil_clay
[numeric] |
| Mean (sd) : 26.4 (43.6) | | min ≤ med ≤ max: | | 0 ≤ 18.9 ≤ 764.3 | | IQR (CV) : 16.5 (1.6) |
|
632 distinct values |
 |
354136
(85.1%) |
| soil_silt
[numeric] |
| Mean (sd) : 22.7 (30.9) | | min ≤ med ≤ max: | | 0 ≤ 12.2 ≤ 340.4 | | IQR (CV) : 22.4 (1.4) |
|
461 distinct values |
 |
371910
(89.4%) |
| 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 ] |
|
| 393149 | ( | 94.5% | ) | | 8803 | ( | 2.1% | ) | | 5776 | ( | 1.4% | ) | | 2841 | ( | 0.7% | ) | | 1491 | ( | 0.4% | ) | | 1094 | ( | 0.3% | ) | | 1028 | ( | 0.2% | ) | | 746 | ( | 0.2% | ) | | 315 | ( | 0.1% | ) | | 192 | ( | 0.0% | ) | | 733 | ( | 0.2% | ) |
|
 |
0
(0.0%) |
| soil_sand_coarse
[numeric] |
| Mean (sd) : 43.5 (9.3) | | min ≤ med ≤ max: | | 23 ≤ 46.3 ≤ 58.2 | | IQR (CV) : 7.1 (0.2) |
|
35 distinct values |
 |
415752
(99.9%) |
| soil_sand_fine
[numeric] |
| Mean (sd) : 28.5 (6.9) | | min ≤ med ≤ max: | | 13 ≤ 29.2 ≤ 40 | | IQR (CV) : 7.9 (0.2) |
|
34 distinct values |
 |
415752
(99.9%) |
| soil_silt_coarse
[numeric] |
| Mean (sd) : 16.6 (4.1) | | min ≤ med ≤ max: | | 12.3 ≤ 15.1 ≤ 29.4 | | IQR (CV) : 5.3 (0.2) |
|
30 distinct values |
 |
415752
(99.9%) |
| soil_silt_fine
[numeric] |
| Mean (sd) : 4.6 (0.7) | | min ≤ med ≤ max: | | 2.9 ≤ 4.6 ≤ 6.2 | | IQR (CV) : 1 (0.2) |
|
25 distinct values |
 |
415752
(99.9%) |
| soil_SOM
[numeric] |
| Mean (sd) : 2.5 (3.9) | | min ≤ med ≤ max: | | 0 ≤ 1.8 ≤ 59 | | IQR (CV) : 1.4 (1.6) |
|
502 distinct values |
 |
397022
(95.4%) |
| soil_C_total
[numeric] |
| Mean (sd) : 3.5 (0.8) | | min ≤ med ≤ max: | | 1.7 ≤ 3.5 ≤ 5.5 | | IQR (CV) : 0.9 (0.2) |
|
15 distinct values |
 |
416049
(100.0%) |
| soil_SOC
[numeric] |
| Mean (sd) : 5.8 (27) | | min ≤ med ≤ max: | | 0 ≤ 1.2 ≤ 570 | | IQR (CV) : 1 (4.7) |
|
998 distinct values |
 |
366938
(88.2%) |
| soil_N
[numeric] |
| Mean (sd) : 973.6 (3232) | | min ≤ med ≤ max: | | 0 ≤ 700 ≤ 209205 | | IQR (CV) : 1099.3 (3.3) |
|
868 distinct values |
 |
374990
(90.1%) |
| soil_K
[numeric] |
| Mean (sd) : 2823.7 (19503.9) | | min ≤ med ≤ max: | | 0 ≤ 114 ≤ 3e+05 | | IQR (CV) : 260 (6.9) |
|
1018 distinct values |
 |
397535
(95.5%) |
| soil_K_exch
[numeric] |
| Mean (sd) : 6.3 (36.2) | | min ≤ med ≤ max: | | 0 ≤ 0.2 ≤ 515.3 | | IQR (CV) : 0.2 (5.8) |
|
156 distinct values |
 |
389824
(93.7%) |
| soil_P
[numeric] |
| Mean (sd) : 52.3 (1008.3) | | min ≤ med ≤ max: | | 0 ≤ 6.5 ≤ 46000 | | IQR (CV) : 10 (19.3) |
|
1486 distinct values |
 |
374478
(90.0%) |
| soil_P_method
[character] |
| 1. (Empty string) | | 2. AB-DTPA | | 3. Bray | | 4. Bray1 | | 5. DTPA | | 6. Mehlich | | 7. Mehlich 3 | | 8. Olsen | | 9. P-Olsen | | 10. Resin |
|
| 404137 | ( | 97.1% | ) | | 71 | ( | 0.0% | ) | | 236 | ( | 0.1% | ) | | 301 | ( | 0.1% | ) | | 34 | ( | 0.0% | ) | | 10 | ( | 0.0% | ) | | 43 | ( | 0.0% | ) | | 11282 | ( | 2.7% | ) | | 38 | ( | 0.0% | ) | | 16 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| soil_P_total
[numeric] |
| Mean (sd) : 28.5 (67) | | min ≤ med ≤ max: | | 0 ≤ 11.4 ≤ 1630 | | IQR (CV) : 22.2 (2.3) |
|
568 distinct values |
 |
406485
(97.7%) |
| soil_Ca
[numeric] |
| Mean (sd) : 21238.3 (208964.8) | | min ≤ med ≤ max: | | 0.1 ≤ 90.3 ≤ 2734000 | | IQR (CV) : 2521.4 (9.8) |
|
650 distinct values |
|
407434
(97.9%) |
| soil_Ca_exch
[numeric] |
| Mean (sd) : 3.5 (2.3) | | min ≤ med ≤ max: | | 0.6 ≤ 3 ≤ 9.4 | | IQR (CV) : 2.8 (0.6) |
|
45 distinct values |
 |
391373
(94.0%) |
| soil_Mg
[numeric] |
| Mean (sd) : 2209.5 (21657) | | min ≤ med ≤ max: | | 0.1 ≤ 18.6 ≤ 357000 | | IQR (CV) : 227.3 (9.8) |
|
646 distinct values |
 |
407707
(98.0%) |
| soil_Mg_exch
[numeric] |
| Mean (sd) : 0.9 (0.5) | | min ≤ med ≤ max: | | 0.1 ≤ 0.8 ≤ 2.1 | | IQR (CV) : 0.6 (0.6) |
|
38 distinct values |
 |
391373
(94.0%) |
| soil_B
[numeric] |
| Mean (sd) : 19.6 (140.6) | | min ≤ med ≤ max: | | 0 ≤ 0.3 ≤ 2000 | | IQR (CV) : 0.8 (7.2) |
|
321 distinct values |
 |
412103
(99.0%) |
| soil_Cu
[numeric] |
| Mean (sd) : 68.7 (424) | | min ≤ med ≤ max: | | 0.2 ≤ 2.4 ≤ 3770 | | IQR (CV) : 5 (6.2) |
|
275 distinct values |
 |
412712
(99.2%) |
| soil_Mn
[numeric] |
| Mean (sd) : 1181.1 (8069.9) | | min ≤ med ≤ max: | | 0 ≤ 12 ≤ 85000 | | IQR (CV) : 77.3 (6.8) |
|
385 distinct values |
 |
412219
(99.1%) |
| soil_Fe
[numeric] |
| Mean (sd) : 2511.1 (20064.9) | | min ≤ med ≤ max: | | 0 ≤ 50.5 ≤ 284000 | | IQR (CV) : 128.2 (8) |
|
391 distinct values |
 |
410903
(98.7%) |
| soil_S
[numeric] |
| Mean (sd) : 173.7 (1252.8) | | min ≤ med ≤ max: | | 0.7 ≤ 10.6 ≤ 14000 | | IQR (CV) : 12.6 (7.2) |
|
308 distinct values |
|
411210
(98.8%) |
| soil_Zn
[numeric] |
| Mean (sd) : 34.9 (346.2) | | min ≤ med ≤ max: | | 0 ≤ 2 ≤ 8030 | | IQR (CV) : 3.8 (9.9) |
|
388 distinct values |
|
407203
(97.8%) |
| soil_Na
[numeric] |
| Mean (sd) : 481.3 (3118.1) | | min ≤ med ≤ max: | | 0 ≤ 4.6 ≤ 95000 | | IQR (CV) : 161.7 (6.5) |
|
168 distinct values |
 |
412328
(99.1%) |
| soil_Al
[numeric] |
| Mean (sd) : 34448.3 (112921.1) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 503000 | | IQR (CV) : 0 (3.3) |
|
68 distinct values |
 |
415240
(99.8%) |
| soil_Al_exch
[numeric] |
| Mean (sd) : 0.7 (1) | | min ≤ med ≤ max: | | 0 ≤ 0.3 ≤ 4 | | IQR (CV) : 1 (1.3) |
|
12 distinct values |
 |
416128
(100.0%) |
| soil_EC
[numeric] |
| Mean (sd) : 11.4 (23.6) | | min ≤ med ≤ max: | | 0 ≤ 1.9 ≤ 125 | | IQR (CV) : 3.7 (2.1) |
|
883 distinct values |
 |
413081
(99.3%) |
| soil_bd
[numeric] |
| Mean (sd) : 764.7 (9357.5) | | min ≤ med ≤ max: | | 0 ≤ 5 ≤ 141000 | | IQR (CV) : 3.7 (12.2) |
|
59 distinct values |
 |
414359
(99.6%) |
| soil_CEC
[numeric] |
| Mean (sd) : 17.3 (10.9) | | min ≤ med ≤ max: | | 0 ≤ 18.2 ≤ 50.8 | | IQR (CV) : 18.2 (0.6) |
|
310 distinct values |
 |
408400
(98.1%) |
| 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 |
 |
415244
(99.8%) |
| soil_CEC.1
[numeric] |
| Mean (sd) : 17.3 (10.9) | | min ≤ med ≤ max: | | 0 ≤ 18.2 ≤ 50.8 | | IQR (CV) : 18.2 (0.6) |
|
310 distinct values |
|
408400
(98.1%) |
| 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 ] |
|
| 413620 | ( | 99.4% | ) | | 691 | ( | 0.2% | ) | | 533 | ( | 0.1% | ) | | 493 | ( | 0.1% | ) | | 221 | ( | 0.1% | ) | | 194 | ( | 0.0% | ) | | 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 |
|
| 416088 | ( | 100.0% | ) | | 56 | ( | 0.0% | ) | | 24 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| landscape_position
[character] |
| 1. (Empty string) | | 2. Bottomland | | 3. Slope | | 4. Upland |
|
| 416000 | ( | 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 |
|
| 413990 | ( | 99.5% | ) | | 250 | ( | 0.1% | ) | | 105 | ( | 0.0% | ) | | 1717 | ( | 0.4% | ) | | 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 |
 |
415715
(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 |
 |
416128
(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 |
 |
415891
(99.9%) |
| soil_N_total
[integer] |
| Mean (sd) : 354 (158.8) | | min ≤ med ≤ max: | | 130 ≤ 335 ≤ 770 | | IQR (CV) : 210 (0.4) |
|
48 distinct values |
 |
415231
(99.8%) |
| 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 |
 |
416081
(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 |
 |
416081
(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 |
 |
416081
(100.0%) |
| station_name
[character] |
| 1. (Empty string) | | 2. Cimel | | 3. ICRISAT_PAT | | 4. QWAQWA; UNIQWA |
|
| 411094 | ( | 98.8% | ) | | 4225 | ( | 1.0% | ) | | 244 | ( | 0.1% | ) | | 605 | ( | 0.1% | ) |
|
 |
0
(0.0%) |
| prec
[numeric] |
| Mean (sd) : 2.7 (9.6) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 290.7 | | IQR (CV) : 0.2 (3.6) |
|
932 distinct values |
 |
397272
(95.5%) |
| temp
[numeric] |
| Mean (sd) : 22 (4.8) | | min ≤ med ≤ max: | | 1.5 ≤ 23.4 ≤ 28.6 | | IQR (CV) : 6.3 (0.2) |
|
3087 distinct values |
 |
387682
(93.2%) |
| tmin
[numeric] |
| Mean (sd) : 20.6 (12.5) | | min ≤ med ≤ max: | | -22.9 ≤ 18.9 ≤ 77.4 | | IQR (CV) : 9.6 (0.6) |
|
3292 distinct values |
 |
394504
(94.8%) |
| tmax
[numeric] |
| Mean (sd) : 37 (15.1) | | min ≤ med ≤ max: | | -6.7 ≤ 33.8 ≤ 105 | | IQR (CV) : 9.6 (0.4) |
|
3341 distinct values |
 |
394500
(94.8%) |
| dewp
[numeric] |
| Mean (sd) : 13.4 (3) | | min ≤ med ≤ max: | | 2.9 ≤ 13.5 ≤ 19.6 | | IQR (CV) : 4.4 (0.2) |
|
747 distinct values |
 |
414346
(99.6%) |
| rhum
[numeric] |
| Mean (sd) : 71.2 (14) | | min ≤ med ≤ max: | | 20 ≤ 73 ≤ 100 | | IQR (CV) : 20 (0.2) |
|
4963 distinct values |
 |
406238
(97.6%) |
| rhmn
[numeric] |
| Mean (sd) : 37.9 (15.5) | | min ≤ med ≤ max: | | 1.5 ≤ 37 ≤ 97 | | IQR (CV) : 22.7 (0.4) |
|
731 distinct values |
 |
411974
(99.0%) |
| rhmx
[numeric] |
| Mean (sd) : 91.6 (10.1) | | min ≤ med ≤ max: | | 21.8 ≤ 96 ≤ 100 | | IQR (CV) : 12 (0.1) |
|
534 distinct values |
 |
411971
(99.0%) |
| srad
[numeric] |
| Mean (sd) : 110.8 (171) | | min ≤ med ≤ max: | | -41.9 ≤ 23.4 ≤ 787.6 | | IQR (CV) : 104.7 (1.5) |
|
8328 distinct values |
 |
394919
(94.9%) |
| wspd
[numeric] |
| Mean (sd) : 30.5 (30.2) | | min ≤ med ≤ max: | | 0 ≤ 27 ≤ 611 | | IQR (CV) : 47.7 (1) |
|
4682 distinct values |
 |
396197
(95.2%) |
| wspdmx
[integer] |
| Mean (sd) : 7.2 (2.4) | | min ≤ med ≤ max: | | 0 ≤ 7 ≤ 28 | | IQR (CV) : 2 (0.3) |
|
20 distinct values |
 |
412820
(99.2%) |
| 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 |
 |
414438
(99.6%) |
| 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 |
 |
413818
(99.4%) |
| 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 |
 |
412820
(99.2%) |