| plot_id
[integer] |
| Mean (sd) : 5459.1 (28213.7) | | min ≤ med ≤ max: | | 1 ≤ 190 ≤ 163180 | | IQR (CV) : 404 (5.2) |
|
2121 distinct values |
 |
173040
(91.0%) |
| planting_date
[character] |
| 1. 2016 | | 2. 2017 | | 3. 2013 | | 4. 2002-07-07 | | 5. (Empty string) | | 6. 2009-05-19 | | 7. 2015 | | 8. 2000-06-28 | | 9. 2005-04-20 | | 10. 2018 | | [ 992 others ] |
|
| 7090 | ( | 3.7% | ) | | 5315 | ( | 2.8% | ) | | 2593 | ( | 1.4% | ) | | 2208 | ( | 1.2% | ) | | 1948 | ( | 1.0% | ) | | 1843 | ( | 1.0% | ) | | 1795 | ( | 0.9% | ) | | 1524 | ( | 0.8% | ) | | 1523 | ( | 0.8% | ) | | 1502 | ( | 0.8% | ) | | 162916 | ( | 85.6% | ) |
|
 |
0
(0.0%) |
| flowering_date
[IDate,
Date] |
| min : 2005-12-27 | | med : 2016-05-25 | | max : 2018-10-31 | | range : 12y 10m 4d |
|
206 distinct values |
 |
185733
(97.6%) |
| maturity_date
[IDate,
Date] |
| min : 2014-07-06 | | med : 2016-01-09 | | max : 2018-06-09 | | range : 3y 11m 3d |
|
196 distinct values |
 |
186150
(97.8%) |
| harvest_date
[character] |
| 1. (Empty string) | | 2. 2003-04-28 | | 3. 2010-06-17 | | 4. 2001-04-20 | | 5. 2002-05-06 | | 6. 2010-03 | | 7. 2002-07-21 | | 8. 2011-04-30 | | 9. 2009-11-17 | | 10. 2014-11-11 | | [ 1003 others ] |
|
| 52488 | ( | 27.6% | ) | | 2208 | ( | 1.2% | ) | | 1609 | ( | 0.8% | ) | | 1524 | ( | 0.8% | ) | | 1170 | ( | 0.6% | ) | | 981 | ( | 0.5% | ) | | 789 | ( | 0.4% | ) | | 676 | ( | 0.4% | ) | | 616 | ( | 0.3% | ) | | 602 | ( | 0.3% | ) | | 127594 | ( | 67.1% | ) |
|
 |
0
(0.0%) |
| season
[character] |
|
|
 |
0
(0.0%) |
| on_farm
[logical] |
|
|
 |
345
(0.2%) |
| is_survey
[logical] |
1. FALSE |
|
 |
300
(0.2%) |
| treatment
[character] |
| 1. (Empty string) | | 2. controlled cross | | 3. drought | | 4. Irrigated | | 5. none | | 6. polycross |
|
| 184552 | ( | 97.0% | ) | | 1006 | ( | 0.5% | ) | | 2933 | ( | 1.5% | ) | | 756 | ( | 0.4% | ) | | 152 | ( | 0.1% | ) | | 858 | ( | 0.5% | ) |
|
 |
0
(0.0%) |
| rep
[integer] |
| Mean (sd) : 1.6 (1.6) | | min ≤ med ≤ max: | | 1 ≤ 1 ≤ 47 | | IQR (CV) : 1 (1) |
|
47 distinct values |
 |
110554
(58.1%) |
| crop
[character] |
| 1. wheat | | 2. cassava | | 3. common bean | | 4. rapeseed | | 5. barley | | 6. sweetpotato | | 7. sorghum | | 8. oats | | 9. pea | | 10. chickpea | | [ 12 others ] |
|
| 53490 | ( | 28.1% | ) | | 44214 | ( | 23.2% | ) | | 18796 | ( | 9.9% | ) | | 15317 | ( | 8.1% | ) | | 13307 | ( | 7.0% | ) | | 13221 | ( | 6.9% | ) | | 4727 | ( | 2.5% | ) | | 3884 | ( | 2.0% | ) | | 3820 | ( | 2.0% | ) | | 3818 | ( | 2.0% | ) | | 15663 | ( | 8.2% | ) |
|
 |
0
(0.0%) |
| variety
[character] |
| 1. (Empty string) | | 2. ega_gregory | | 3. yitpi | | 4. mace | | 5. corack | | 6. emu_rock | | 7. estoc | | 8. wyalkatchem | | 9. magenta | | 10. grenade_cl_plus | | [ 28733 others ] |
|
| 1964 | ( | 1.0% | ) | | 909 | ( | 0.5% | ) | | 865 | ( | 0.5% | ) | | 810 | ( | 0.4% | ) | | 789 | ( | 0.4% | ) | | 784 | ( | 0.4% | ) | | 784 | ( | 0.4% | ) | | 780 | ( | 0.4% | ) | | 712 | ( | 0.4% | ) | | 675 | ( | 0.4% | ) | | 181185 | ( | 95.2% | ) |
|
 |
0
(0.0%) |
| variety_code
[character] |
| 1. (Empty string) | | 2. 90870 | | 3. 80695 | | 4. 83875 | | 5. 80035 | | 6. 3930 | | 7. 10969 | | 8. 2588 | | 9. 2826 | | 10. 89639 | | [ 23000 others ] |
|
| 143846 | ( | 75.6% | ) | | 369 | ( | 0.2% | ) | | 276 | ( | 0.1% | ) | | 273 | ( | 0.1% | ) | | 260 | ( | 0.1% | ) | | 239 | ( | 0.1% | ) | | 222 | ( | 0.1% | ) | | 213 | ( | 0.1% | ) | | 203 | ( | 0.1% | ) | | 201 | ( | 0.1% | ) | | 44155 | ( | 23.2% | ) |
|
 |
0
(0.0%) |
| variety_pedigree
[character] |
| 1. (Empty string) | | 2. SM 1219- 9/ | | 3. CM 4574- 7/ | | 4. SM 1565- 15/ | | 5. CM 6740- 7/ CM 457 | | 6. SM 1565- 15/ CM 457 | | 7. CM 523- 7/ | | 8. COL 655A/COL 1515 | | 9. CM 6740- 7/ | | 10. SM 3068- 19/ | | [ 2353 others ] |
|
| 149240 | ( | 78.4% | ) | | 635 | ( | 0.3% | ) | | 622 | ( | 0.3% | ) | | 596 | ( | 0.3% | ) | | 519 | ( | 0.3% | ) | | 496 | ( | 0.3% | ) | | 472 | ( | 0.2% | ) | | 369 | ( | 0.2% | ) | | 365 | ( | 0.2% | ) | | 306 | ( | 0.2% | ) | | 36637 | ( | 19.3% | ) |
|
 |
0
(0.0%) |
| variety_type
[character] |
| 1. (Empty string) | | 2. check | | 3. female tester | | 4. hybrid | | 5. KB14DG | | 6. line | | 7. MI14DGPO | | 8. MI14EHYPH | | 9. MI15White | | 10. sg line | | 11. tall mutant |
|
| 187810 | ( | 98.7% | ) | | 24 | ( | 0.0% | ) | | 4 | ( | 0.0% | ) | | 1369 | ( | 0.7% | ) | | 407 | ( | 0.2% | ) | | 196 | ( | 0.1% | ) | | 408 | ( | 0.2% | ) | | 9 | ( | 0.0% | ) | | 16 | ( | 0.0% | ) | | 13 | ( | 0.0% | ) | | 1 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| variety_traits
[character] |
| 1. (Empty string) | | 2. maturity=1.4 | | 3. maturity=0.2 | | 4. maturity=0.5 | | 5. maturity=0.9 | | 6. maturity=2.1 | | 7. maturity=2.6 | | 8. maturity=3 | | 9. maturity=3.8 | | 10. maturity=4.1 | | [ 10 others ] |
|
| 189675 | ( | 99.7% | ) | | 50 | ( | 0.0% | ) | | 34 | ( | 0.0% | ) | | 34 | ( | 0.0% | ) | | 34 | ( | 0.0% | ) | | 34 | ( | 0.0% | ) | | 34 | ( | 0.0% | ) | | 34 | ( | 0.0% | ) | | 34 | ( | 0.0% | ) | | 34 | ( | 0.0% | ) | | 260 | ( | 0.1% | ) |
|
 |
0
(0.0%) |
| dmy_stems
[numeric] |
| Mean (sd) : 1774.2 (1837.5) | | min ≤ med ≤ max: | | 1 ≤ 2000 ≤ 7600 | | IQR (CV) : 3397.5 (1) |
|
323 distinct values |
 |
189261
(99.5%) |
| dmy_leaves
[numeric] |
| Mean (sd) : 15576.6 (13504.7) | | min ≤ med ≤ max: | | 0 ≤ 12088.5 ≤ 83333.3 | | IQR (CV) : 13262.1 (0.9) |
|
353 distinct values |
 |
188967
(99.3%) |
| dmy_storage
[numeric] |
| Mean (sd) : 1593.5 (2225.4) | | min ≤ med ≤ max: | | 35 ≤ 1010 ≤ 15672.8 | | IQR (CV) : 844.7 (1.4) |
|
490 distinct values |
 |
189681
(99.7%) |
| dmy_total
[numeric] |
| Mean (sd) : 25604.3 (22324.6) | | min ≤ med ≤ max: | | 0 ≤ 20403.8 ≤ 1e+05 | | IQR (CV) : 30883.9 (0.9) |
|
788 distinct values |
 |
188431
(99.0%) |
| dmy_residue
[numeric] |
| Mean (sd) : 2170.9 (806.2) | | min ≤ med ≤ max: | | 185.7 ≤ 2000 ≤ 10000 | | IQR (CV) : 728.3 (0.4) |
|
264 distinct values |
 |
189748
(99.7%) |
| fwy_stems
[numeric] |
| Mean (sd) : 4860 (6071.7) | | min ≤ med ≤ max: | | 1.6 ≤ 4400 ≤ 47251.5 | | IQR (CV) : 6994.8 (1.2) |
|
596 distinct values |
 |
189089
(99.4%) |
| fwy_leaves
[numeric] |
| Mean (sd) : 11377.1 (14067.4) | | min ≤ med ≤ max: | | 0 ≤ 6666.7 ≤ 55000 | | IQR (CV) : 13666.7 (1.2) |
|
186 distinct values |
 |
184594
(97.0%) |
| fwy_storage
[integer] |
| Mean (sd) : 1991.2 (387.9) | | min ≤ med ≤ max: | | 1302 ≤ 1938.5 ≤ 2608 | | IQR (CV) : 470.8 (0.2) |
|
18 distinct values |
 |
190239
(100.0%) |
| fwy_total
[numeric] |
| Mean (sd) : 17565.5 (23403.4) | | min ≤ med ≤ max: | | 0 ≤ 5500 ≤ 151000 | | IQR (CV) : 22481.7 (1.3) |
|
5245 distinct values |
 |
177706
(93.4%) |
| fwy_residue
[numeric] |
| Mean (sd) : 12882.4 (13587.6) | | min ≤ med ≤ max: | | 0 ≤ 9020 ≤ 111333 | | IQR (CV) : 15333 (1.1) |
|
938 distinct values |
 |
185379
(97.4%) |
| yield_part
[character] |
| 1. (Empty string) | | 2. aboveground biomass | | 3. grain | | 4. pod | | 5. roots | | 6. seed | | 7. tubers |
|
| 103168 | ( | 54.2% | ) | | 144 | ( | 0.1% | ) | | 18961 | ( | 10.0% | ) | | 3186 | ( | 1.7% | ) | | 56637 | ( | 29.8% | ) | | 6723 | ( | 3.5% | ) | | 1438 | ( | 0.8% | ) |
|
 |
0
(0.0%) |
| yield
[numeric] |
| Mean (sd) : 6570.1 (8392.3) | | min ≤ med ≤ max: | | 0 ≤ 3230 ≤ 156250 | | IQR (CV) : 4700 (1.3) |
|
25913 distinct values |
 |
1970
(1.0%) |
| yield_moisture
[numeric] |
| Mean (sd) : 31.9 (5.2) | | min ≤ med ≤ max: | | 0 ≤ 32.6 ≤ 96.3 | | IQR (CV) : 5.9 (0.2) |
|
2752 distinct values |
 |
145492
(76.5%) |
| yield_isfresh
[logical] |
1. TRUE |
|
 |
146011
(76.7%) |
| yield_marketable
[numeric] |
| Mean (sd) : 6468.9 (10866.5) | | min ≤ med ≤ max: | | 0 ≤ 1651.6 ≤ 82924.4 | | IQR (CV) : 7381 (1.7) |
|
6300 distinct values |
 |
174622
(91.8%) |
| seed_weight
[numeric] |
| Mean (sd) : 200.7 (137) | | min ≤ med ≤ max: | | 10 ≤ 232 ≤ 644.5 | | IQR (CV) : 240.3 (0.7) |
|
1894 distinct values |
 |
184965
(97.2%) |
| fertilizer_type
[character] |
| 1. (Empty string) | | 2. DAP;urea;KCl | | 3. urea |
|
| 190113 | ( | 99.9% | ) | | 72 | ( | 0.0% | ) | | 72 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| fertilizer_dap
[character] |
| 1. (Empty string) | | 2. 0(20.7) | | 3. 0(50.4);21(66.7) |
|
| 190113 | ( | 99.9% | ) | | 72 | ( | 0.0% | ) | | 72 | ( | 0.0% | ) |
|
|
0
(0.0%) |
| N_fertilizer
[numeric] |
| Mean (sd) : 29 (105.3) | | min ≤ med ≤ max: | | 0 ≤ 18 ≤ 2998 | | IQR (CV) : 25 (3.6) |
|
761 distinct values |
 |
86648
(45.5%) |
| P_fertilizer
[numeric] |
| Mean (sd) : 16.2 (41.7) | | min ≤ med ≤ max: | | 0 ≤ 15.2 ≤ 2120 | | IQR (CV) : 7.6 (2.6) |
|
178 distinct values |
 |
85211
(44.8%) |
| K_fertilizer
[numeric] |
| Mean (sd) : 16.2 (15.3) | | min ≤ med ≤ max: | | 0 ≤ 17.6 ≤ 58.1 | | IQR (CV) : 17.6 (0.9) |
|
4 distinct values |
 |
177724
(93.4%) |
| S_fertilizer
[numeric] |
| Mean (sd) : 8.7 (58.5) | | min ≤ med ≤ max: | | 0 ≤ 2.8 ≤ 1760 | | IQR (CV) : 4 (6.7) |
|
241 distinct values |
 |
100264
(52.7%) |
| gypsum
[integer] |
1 distinct value |
|
 |
189297
(99.5%) |
| inoculated
[logical] |
1. FALSE |
|
|
170576
(89.7%) |
| irrigated
[logical] |
|
|
 |
180620
(94.9%) |
| irrigation_method
[character] |
| 1. (Empty string) | | 2. furrow |
|
|
 |
0
(0.0%) |
| irrigation_number
[integer] |
| Mean (sd) : 3 (0.7) | | min ≤ med ≤ max: | | 1 ≤ 3 ≤ 6 | | IQR (CV) : 0 (0.2) |
|
| 1 | : | 72 | ( | 1.9% | ) | | 2 | : | 215 | ( | 5.7% | ) | | 3 | : | 3150 | ( | 83.8% | ) | | 4 | : | 216 | ( | 5.7% | ) | | 6 | : | 108 | ( | 2.9% | ) |
|
 |
186496
(98.0%) |
| irrigation_amount
[integer] |
1 distinct value |
|
 |
186568
(98.1%) |
| land_prep_method
[character] |
| 1. (Empty string) | | 2. conventional | | 3. minimum tillage | | 4. raised beds | | 5. reduced tillage |
|
| 189553 | ( | 99.6% | ) | | 366 | ( | 0.2% | ) | | 180 | ( | 0.1% | ) | | 50 | ( | 0.0% | ) | | 108 | ( | 0.1% | ) |
|
 |
0
(0.0%) |
| row_spacing
[integer] |
| Mean (sd) : 65 (21.7) | | min ≤ med ≤ max: | | 30 ≤ 50 ≤ 100 | | IQR (CV) : 25 (0.3) |
|
| 30 | : | 1086 | ( | 6.5% | ) | | 50 | : | 7781 | ( | 46.8% | ) | | 60 | : | 1008 | ( | 6.1% | ) | | 75 | : | 2631 | ( | 15.8% | ) | | 90 | : | 981 | ( | 5.9% | ) | | 100 | : | 3135 | ( | 18.9% | ) |
|
 |
173635
(91.3%) |
| plot_area
[numeric] |
| Mean (sd) : 6.4 (3.7) | | min ≤ med ≤ max: | | 0 ≤ 4.5 ≤ 18 | | IQR (CV) : 3.5 (0.6) |
|
19 distinct values |
 |
176984
(93.0%) |
| plot_length
[numeric] |
| Mean (sd) : 4.1 (1.2) | | min ≤ med ≤ max: | | 2.2 ≤ 5 ≤ 5.5 | | IQR (CV) : 2.8 (0.3) |
|
11 distinct values |
 |
188959
(99.3%) |
| plot_width
[numeric] |
| Mean (sd) : 2.5 (2.3) | | min ≤ med ≤ max: | | 0.5 ≤ 1.5 ≤ 6 | | IQR (CV) : 5.2 (0.9) |
|
4 distinct values |
 |
188959
(99.3%) |
| plant_spacing
[integer] |
| Mean (sd) : 14.8 (9.3) | | min ≤ med ≤ max: | | 7 ≤ 10 ≤ 30 | | IQR (CV) : 20 (0.6) |
|
| 7 | : | 3689 | ( | 20.7% | ) | | 10 | : | 9251 | ( | 51.9% | ) | | 20 | : | 144 | ( | 0.8% | ) | | 30 | : | 4756 | ( | 26.7% | ) |
|
 |
172417
(90.6%) |
| seed_density
[integer] |
| Mean (sd) : 403878.2 (89856.9) | | min ≤ med ≤ max: | | 333333 ≤ 370650 ≤ 592800 | | IQR (CV) : 37900 (0.2) |
|
| 333333 | : | 50 | ( | 7.1% | ) | | 345800 | : | 216 | ( | 30.7% | ) | | 370650 | : | 96 | ( | 13.6% | ) | | 382000 | : | 108 | ( | 15.3% | ) | | 383700 | : | 108 | ( | 15.3% | ) | | 592800 | : | 126 | ( | 17.9% | ) |
|
 |
189553
(99.6%) |
| plant_density
[numeric] |
| Mean (sd) : 104821.2 (107434.4) | | min ≤ med ≤ max: | | 0 ≤ 30000 ≤ 304444.4 | | IQR (CV) : 220555.6 (1) |
|
302 distinct values |
 |
184247
(96.8%) |
| emergence_days
[integer] |
| Mean (sd) : 7.6 (3.4) | | min ≤ med ≤ max: | | 4 ≤ 7 ≤ 22 | | IQR (CV) : 1 (0.4) |
|
14 distinct values |
 |
189779
(99.7%) |
| flowering_days
[integer] |
| Mean (sd) : 51.5 (19) | | min ≤ med ≤ max: | | 19 ≤ 46 ≤ 126 | | IQR (CV) : 31 (0.4) |
|
107 distinct values |
 |
179589
(94.4%) |
| maturity_days
[integer] |
| Mean (sd) : 95.5 (24.4) | | min ≤ med ≤ max: | | 54 ≤ 93 ≤ 199 | | IQR (CV) : 32 (0.3) |
|
125 distinct values |
 |
184554
(97.0%) |
| harvest_days
[integer] |
1 distinct value |
|
 |
190113
(99.9%) |
| plant_height
[numeric] |
| Mean (sd) : 188 (66) | | min ≤ med ≤ max: | | 0 ≤ 195 ≤ 519 | | IQR (CV) : 80 (0.4) |
|
904 distinct values |
 |
169919
(89.3%) |
| AUDPC
[numeric] |
| Mean (sd) : 1.7 (3.8) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 17.8 | | IQR (CV) : 1.4 (2.2) |
|
12 distinct values |
 |
190225
(100.0%) |
| leaf_Mg
[numeric] |
| Mean (sd) : 105.8 (20.2) | | min ≤ med ≤ max: | | 56.8 ≤ 103.1 ≤ 187.5 | | IQR (CV) : 25.3 (0.2) |
|
792 distinct values |
 |
189465
(99.6%) |
| leaf_Ca
[numeric] |
| Mean (sd) : 116.1 (62.5) | | min ≤ med ≤ max: | | 0 ≤ 110.3 ≤ 405.9 | | IQR (CV) : 83.1 (0.5) |
|
787 distinct values |
 |
189465
(99.6%) |
| leaf_Fe
[numeric] |
| Mean (sd) : 1.7 (0.4) | | min ≤ med ≤ max: | | 0.6 ≤ 1.7 ≤ 3.2 | | IQR (CV) : 0.5 (0.2) |
|
792 distinct values |
 |
189465
(99.6%) |
| leaf_Zn
[numeric] |
| Mean (sd) : 1.3 (0.2) | | min ≤ med ≤ max: | | 0.7 ≤ 1.3 ≤ 2.2 | | IQR (CV) : 0.3 (0.2) |
|
792 distinct values |
 |
189465
(99.6%) |
| grain_Fe
[numeric] |
| Mean (sd) : 70.7 (13.3) | | min ≤ med ≤ max: | | 20.6 ≤ 69.1 ≤ 142.2 | | IQR (CV) : 17.8 (0.2) |
|
829 distinct values |
 |
183532
(96.5%) |
| grain_Zn
[numeric] |
| Mean (sd) : 36.4 (5.9) | | min ≤ med ≤ max: | | 3.7 ≤ 36.1 ≤ 60.4 | | IQR (CV) : 8.4 (0.2) |
|
434 distinct values |
 |
183529
(96.5%) |
| grain_protein
[numeric] |
| Mean (sd) : 28.7 (4.9) | | min ≤ med ≤ max: | | 19 ≤ 26.7 ≤ 39.2 | | IQR (CV) : 9.2 (0.2) |
|
622 distinct values |
 |
189533
(99.6%) |
| residue_N
[numeric] |
| Mean (sd) : 586.7 (296.8) | | min ≤ med ≤ max: | | 115.5 ≤ 514 ≤ 1713 | | IQR (CV) : 385.9 (0.5) |
|
978 distinct values |
 |
189278
(99.5%) |
| disease_severity
[character] |
| 1. (Empty string) | | 2. 1 | | 3. 2 | | 4. 3 | | 5. 2(1-9);1(1-9);1(1-9) | | 6. NA;NA | | 7. 4 | | 8. 3(1-9);2(1-9);1(1-9) | | 9. 3(1-9);2(1-9);2(1-9) | | 10. 5 | | [ 313 others ] |
|
| 180878 | ( | 95.1% | ) | | 6004 | ( | 3.2% | ) | | 2219 | ( | 1.2% | ) | | 208 | ( | 0.1% | ) | | 76 | ( | 0.0% | ) | | 48 | ( | 0.0% | ) | | 41 | ( | 0.0% | ) | | 19 | ( | 0.0% | ) | | 19 | ( | 0.0% | ) | | 17 | ( | 0.0% | ) | | 728 | ( | 0.4% | ) |
|
 |
0
(0.0%) |
| severity_scale
[character] |
|
|
 |
0
(0.0%) |
| seed_treatment
[character] |
| 1. (Empty string) | | 2. mancozeb |
|
|
 |
0
(0.0%) |
| stress
[character] |
| 1. (Empty string) | | 2. disease | | 3. drought | | 4. heat |
|
| 181035 | ( | 95.2% | ) | | 7781 | ( | 4.1% | ) | | 815 | ( | 0.4% | ) | | 626 | ( | 0.3% | ) |
|
 |
0
(0.0%) |
| LAI
[numeric] |
| Mean (sd) : 2.9 (1) | | min ≤ med ≤ max: | | 0 ≤ 2.8 ≤ 8.8 | | IQR (CV) : 1.3 (0.4) |
|
3123 distinct values |
 |
186487
(98.0%) |
| harvest_index
[numeric] |
| Mean (sd) : 6.6 (17.3) | | min ≤ med ≤ max: | | 0 ≤ 0.5 ≤ 100 | | IQR (CV) : 0.2 (2.6) |
|
3832 distinct values |
 |
138817
(73.0%) |
| virus_severity
[character] |
| 1. (Empty string) | | 2. . | | 3. 1 | | 4. 2 | | 5. 3 | | 6. 4 | | 7. 5 | | 8. 6 | | 9. 7 | | 10. 8 |
|
| 186755 | ( | 98.2% | ) | | 1 | ( | 0.0% | ) | | 1751 | ( | 0.9% | ) | | 1247 | ( | 0.7% | ) | | 368 | ( | 0.2% | ) | | 81 | ( | 0.0% | ) | | 24 | ( | 0.0% | ) | | 18 | ( | 0.0% | ) | | 8 | ( | 0.0% | ) | | 4 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| striga_damage
[logical] |
1. TRUE |
|
 |
190209
(100.0%) |
| bird_damage
[integer] |
|
|
 |
189790
(99.8%) |
| shelling_percentage
[numeric] |
| Mean (sd) : 65.6 (8.5) | | min ≤ med ≤ max: | | 1 ≤ 66.3 ≤ 80.4 | | IQR (CV) : 7.9 (0.1) |
|
675 distinct values |
 |
189389
(99.5%) |
| flesh_color
[character] |
| 1. (Empty string) | | 2. cream | | 3. dark cream | | 4. dark orange | | 5. dark yellow | | 6. intermediate orange | | 7. pale orange | | 8. pale yellow | | 9. strongly pigmented | | 10. strongly pigmented w | | 11. white |
|
| 186824 | ( | 98.2% | ) | | 427 | ( | 0.2% | ) | | 206 | ( | 0.1% | ) | | 494 | ( | 0.3% | ) | | 694 | ( | 0.4% | ) | | 480 | ( | 0.3% | ) | | 509 | ( | 0.3% | ) | | 493 | ( | 0.3% | ) | | 13 | ( | 0.0% | ) | | 97 | ( | 0.1% | ) | | 20 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| country
[character] |
| 1. Australia | | 2. Colombia | | 3. Uganda | | 4. India | | 5. Ethiopia | | 6. Mozambique | | 7. Tanzania | | 8. Ghana | | 9. Peru | | 10. United States | | [ 11 others ] |
|
| 104475 | ( | 54.9% | ) | | 47903 | ( | 25.2% | ) | | 23262 | ( | 12.2% | ) | | 4939 | ( | 2.6% | ) | | 1989 | ( | 1.0% | ) | | 1913 | ( | 1.0% | ) | | 1656 | ( | 0.9% | ) | | 1119 | ( | 0.6% | ) | | 798 | ( | 0.4% | ) | | 654 | ( | 0.3% | ) | | 1549 | ( | 0.8% | ) |
|
 |
0
(0.0%) |
| adm1
[character] |
| 1. (Empty string) | | 2. New South Wales | | 3. West Australia | | 4. South Australia | | 5. Victoria | | 6. Queensland | | 7. Telangana | | 8. Hyderabad | | 9. Maputo | | 10. Maharashtra | | [ 17 others ] |
|
| 78913 | ( | 41.5% | ) | | 30635 | ( | 16.1% | ) | | 25198 | ( | 13.2% | ) | | 22624 | ( | 11.9% | ) | | 17613 | ( | 9.3% | ) | | 8267 | ( | 4.3% | ) | | 2584 | ( | 1.4% | ) | | 1212 | ( | 0.6% | ) | | 658 | ( | 0.3% | ) | | 457 | ( | 0.2% | ) | | 2096 | ( | 1.1% | ) |
|
 |
0
(0.0%) |
| adm2
[character] |
| 1. (Empty string) | | 2. Adama Zuria | | 3. Ahmednagar | | 4. Finifine zuria | | 5. Hyderabad | | 6. Pune | | 7. Sangareddy District | | 8. Shabelle | | 9. Solapur | | 10. Texcoco | | 11. West Gojjam |
|
| 187686 | ( | 98.6% | ) | | 250 | ( | 0.1% | ) | | 228 | ( | 0.1% | ) | | 54 | ( | 0.0% | ) | | 486 | ( | 0.3% | ) | | 120 | ( | 0.1% | ) | | 960 | ( | 0.5% | ) | | 250 | ( | 0.1% | ) | | 101 | ( | 0.1% | ) | | 68 | ( | 0.0% | ) | | 54 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| adm3
[character] |
| 1. (Empty string) | | 2. Gode | | 3. Melkasa | | 4. Patancheru | | 5. Wolmera | | 6. Yilmana & Densa |
|
| 188689 | ( | 99.2% | ) | | 250 | ( | 0.1% | ) | | 250 | ( | 0.1% | ) | | 960 | ( | 0.5% | ) | | 54 | ( | 0.0% | ) | | 54 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| location
[character] |
| 1. (Empty string) | | 2. La Libertad Meta | | 3. Kawanda | | 4. Puerto Lopez Meta | | 5. Kachwekano | | 6. Carimagua Meta | | 7. Palmira | | 8. Patancheru | | 9. Serere | | 10. Namulonge | | [ 147 others ] |
|
| 103240 | ( | 54.3% | ) | | 29380 | ( | 15.4% | ) | | 9681 | ( | 5.1% | ) | | 9326 | ( | 4.9% | ) | | 7010 | ( | 3.7% | ) | | 4083 | ( | 2.1% | ) | | 3689 | ( | 1.9% | ) | | 2350 | ( | 1.2% | ) | | 2092 | ( | 1.1% | ) | | 1920 | ( | 1.0% | ) | | 17486 | ( | 9.2% | ) |
|
 |
0
(0.0%) |
| site
[character] |
| 1. (Empty string) | | 2. Bayero University | | 3. CIAT campus | | 4. CIMMYT | | 5. ICRISAT | | 6. ICRISAT campus |
|
| 186429 | ( | 98.0% | ) | | 45 | ( | 0.0% | ) | | 1511 | ( | 0.8% | ) | | 18 | ( | 0.0% | ) | | 1116 | ( | 0.6% | ) | | 1138 | ( | 0.6% | ) |
|
 |
0
(0.0%) |
| geo_uncertainty
[integer] |
1 distinct value |
|
 |
189119
(99.4%) |
| geo_from_source
[logical] |
|
| 36688 | ( | 19.3% | ) | | 153269 | ( | 80.7% | ) |
|
 |
300
(0.2%) |
| elevation
[integer] |
| Mean (sd) : 207.4 (232.6) | | min ≤ med ≤ max: | | 152 ≤ 155 ≤ 2400 | | IQR (CV) : 56 (1.1) |
|
15 distinct values |
 |
144281
(75.8%) |
| soil_pH
[numeric] |
| Mean (sd) : 5.3 (0.4) | | min ≤ med ≤ max: | | 5.1 ≤ 5.3 ≤ 7.2 | | IQR (CV) : 0.2 (0.1) |
|
3 distinct values |
 |
189103
(99.4%) |
| soil_texture
[character] |
| 1. (Empty string) | | 2. silty loam |
|
|
 |
0
(0.0%) |
| soil_SOM
[numeric] |
| Mean (sd) : 8 (2.4) | | min ≤ med ≤ max: | | 2 ≤ 9.8 ≤ 9.8 | | IQR (CV) : 4.5 (0.3) |
|
3 distinct values |
 |
189103
(99.4%) |
| soil_N
[numeric] |
| Min : 0.3 | | Mean : 0.4 | | Max : 0.4 |
|
2 distinct values |
 |
189153
(99.4%) |
| soil_K
[numeric] |
| Min : 214.3 | | Mean : 231.8 | | Max : 240.4 |
|
2 distinct values |
|
189153
(99.4%) |
| soil_P
[numeric] |
| Min : 4.8 | | Mean : 5.5 | | Max : 5.9 |
|
2 distinct values |
|
189153
(99.4%) |
| soil_Ca
[numeric] |
| Min : 1769 | | Mean : 1808.3 | | Max : 1888.2 |
|
2 distinct values |
 |
189153
(99.4%) |
| soil_Mg
[numeric] |
| Min : 361.8 | | Mean : 414.6 | | Max : 522 |
|
2 distinct values |
|
189153
(99.4%) |
| soil_Fe
[numeric] |
| Min : 80.6 | | Mean : 125.6 | | Max : 147.7 |
|
2 distinct values |
 |
189153
(99.4%) |
| soil_Zn
[numeric] |
| Min : 4 | | Mean : 4.6 | | Max : 4.9 |
|
2 distinct values |
|
189153
(99.4%) |
| temp
[numeric] |
| Mean (sd) : 26.5 (3.8) | | min ≤ med ≤ max: | | 16.2 ≤ 26.4 ≤ 32.9 | | IQR (CV) : 6.9 (0.1) |
|
107 distinct values |
 |
189957
(99.8%) |
| tmin
[numeric] |
| Mean (sd) : 19.7 (4.6) | | min ≤ med ≤ max: | | 3 ≤ 19.5 ≤ 27.4 | | IQR (CV) : 7.5 (0.2) |
|
63 distinct values |
 |
189957
(99.8%) |
| tmax
[numeric] |
| Mean (sd) : 33.3 (3.5) | | min ≤ med ≤ max: | | 20 ≤ 34 ≤ 38.8 | | IQR (CV) : 6.1 (0.1) |
|
55 distinct values |
 |
189957
(99.8%) |