| plot_id
[character] |
| 1. (Empty string) | | 2. A | | 3. B | | 4. C | | 5. 1001 | | 6. 11 | | 7. 12 | | 8. 24 | | 9. 4 | | 10. 6 | | [ 4198 others ] |
|
| 201385 | ( | 62.0% | ) | | 30790 | ( | 9.5% | ) | | 30790 | ( | 9.5% | ) | | 30790 | ( | 9.5% | ) | | 80 | ( | 0.0% | ) | | 74 | ( | 0.0% | ) | | 73 | ( | 0.0% | ) | | 73 | ( | 0.0% | ) | | 73 | ( | 0.0% | ) | | 73 | ( | 0.0% | ) | | 30696 | ( | 9.4% | ) |
|
 |
0
(0.0%) |
| block_id
[integer] |
| Mean (sd) : 7.5 (6.1) | | min ≤ med ≤ max: | | 1 ≤ 6 ≤ 32 | | IQR (CV) : 7 (0.8) |
|
32 distinct values |
 |
323203
(99.5%) |
| season
[character] |
| 1. (Empty string) | | 2. first | | 3. second | | 4. wet | | 5. Wet |
|
| 319775 | ( | 98.4% | ) | | 2079 | ( | 0.6% | ) | | 2080 | ( | 0.6% | ) | | 532 | ( | 0.2% | ) | | 431 | ( | 0.1% | ) |
|
 |
0
(0.0%) |
| treatment
[character] |
| 1. (Empty string) | | 2. drought | | 3. Nguruma | | 4. Madiira 1 | | 5. Akeri | | 6. Poli | | 7. AC-NL | | 8. Madiira 2 | | 9. Local | | 10. RHH 1601 | | [ 354 others ] |
|
| 226766 | ( | 69.8% | ) | | 2933 | ( | 0.9% | ) | | 1866 | ( | 0.6% | ) | | 1814 | ( | 0.6% | ) | | 1702 | ( | 0.5% | ) | | 1692 | ( | 0.5% | ) | | 1674 | ( | 0.5% | ) | | 1668 | ( | 0.5% | ) | | 1598 | ( | 0.5% | ) | | 1374 | ( | 0.4% | ) | | 81810 | ( | 25.2% | ) |
|
 |
0
(0.0%) |
| rep
[integer] |
| Mean (sd) : 1.7 (1.4) | | min ≤ med ≤ max: | | 1 ≤ 1 ≤ 47 | | IQR (CV) : 1 (0.8) |
|
47 distinct values |
 |
204523
(63.0%) |
| crop
[character] |
| 1. wheat | | 2. cassava | | 3. soybean | | 4. sweetpotato | | 5. maize | | 6. common bean | | 7. groundnut | | 8. amaranth | | 9. rapeseed | | 10. barley | | [ 21 others ] |
|
| 54385 | ( | 16.7% | ) | | 44406 | ( | 13.7% | ) | | 30988 | ( | 9.5% | ) | | 28205 | ( | 8.7% | ) | | 21420 | ( | 6.6% | ) | | 20958 | ( | 6.5% | ) | | 18882 | ( | 5.8% | ) | | 16818 | ( | 5.2% | ) | | 15317 | ( | 4.7% | ) | | 14507 | ( | 4.5% | ) | | 59011 | ( | 18.2% | ) |
|
 |
0
(0.0%) |
| flowering_date
[IDate,
Date] |
| min : 2005-12-27 | | med : 2016-05-28 | | max : 2018-10-31 | | range : 12y 10m 4d |
|
224 distinct values |
 |
320141
(98.5%) |
| podding_date
[IDate,
Date] |
| min : 2018-02-07 | | med : 2018-02-21 | | max : 2018-03-23 | | range : 1m 16d |
|
33 distinct values |
 |
324687
(99.9%) |
| maturity_date
[IDate,
Date] |
| min : 2014-07-06 | | med : 2016-01-27 | | max : 2018-06-09 | | range : 3y 11m 3d |
|
223 distinct values |
 |
320558
(98.7%) |
| 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 |
 |
323607
(99.6%) |
| 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 |
 |
324321
(99.8%) |
| dmy_total
[numeric] |
| Mean (sd) : 17298.4 (20711.3) | | min ≤ med ≤ max: | | 0 ≤ 8300 ≤ 1e+05 | | IQR (CV) : 24150 (1.2) |
|
1496 distinct values |
 |
321965
(99.1%) |
| 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 |
 |
324388
(99.8%) |
| fwy_leaves
[numeric] |
| Mean (sd) : 12319.1 (14918.8) | | min ≤ med ≤ max: | | 0 ≤ 6666.7 ≤ 111333 | | IQR (CV) : 15000 (1.2) |
|
305 distinct values |
 |
317588
(97.8%) |
| 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 |
 |
324879
(100.0%) |
| fwy_total
[numeric] |
| Mean (sd) : 17080.3 (20531.1) | | min ≤ med ≤ max: | | 0 ≤ 9722.2 ≤ 151000 | | IQR (CV) : 18612.9 (1.2) |
|
5157 distinct values |
 |
305058
(93.9%) |
| fwy_residue
[numeric] |
| Mean (sd) : 16928 (18953.5) | | min ≤ med ≤ max: | | 0 ≤ 12498.8 ≤ 283305 | | IQR (CV) : 19011 (1.1) |
|
1093 distinct values |
 |
314394
(96.8%) |
| yield_part
[character] |
| 1. (Empty string) | | 2. aboveground biomass | | 3. fruit | | 4. grain | | 5. leaves | | 6. pod | | 7. roots | | 8. seed | | 9. tubers |
|
| 108634 | ( | 33.4% | ) | | 5922 | ( | 1.8% | ) | | 8724 | ( | 2.7% | ) | | 40663 | ( | 12.5% | ) | | 16818 | ( | 5.2% | ) | | 3186 | ( | 1.0% | ) | | 71813 | ( | 22.1% | ) | | 64149 | ( | 19.7% | ) | | 4988 | ( | 1.5% | ) |
|
 |
0
(0.0%) |
| yield
[numeric] |
| Mean (sd) : 6014.1 (8441.8) | | min ≤ med ≤ max: | | 0 ≤ 2980 ≤ 616000 | | IQR (CV) : 4036.7 (1.4) |
|
45447 distinct values |
 |
86192
(26.5%) |
| yield_moisture
[numeric] |
| Mean (sd) : 26 (14.4) | | min ≤ med ≤ max: | | 0 ≤ 30.1 ≤ 1618 | | IQR (CV) : 15.6 (0.6) |
|
3764 distinct values |
 |
261961
(80.6%) |
| yield_isfresh
[logical] |
|
|
 |
263255
(81.0%) |
| yield_marketable
[numeric] |
| Mean (sd) : 5815.7 (9208.5) | | min ≤ med ≤ max: | | 0 ≤ 2500 ≤ 82924.4 | | IQR (CV) : 5833.4 (1.6) |
|
6406 distinct values |
 |
301291
(92.7%) |
| grain_fill
[numeric] |
| Mean (sd) : 69 (16.4) | | min ≤ med ≤ max: | | 1.2 ≤ 71.6 ≤ 94.8 | | IQR (CV) : 22.2 (0.2) |
|
229 distinct values |
 |
324653
(99.9%) |
| seed_weight
[numeric] |
| Mean (sd) : 12769.2 (11122.7) | | min ≤ med ≤ max: | | 10 ≤ 15000 ≤ 1271000 | | IQR (CV) : 10000 (0.9) |
|
3489 distinct values |
|
296129
(91.1%) |
| row_spacing
[integer] |
| Mean (sd) : 64 (22.7) | | min ≤ med ≤ max: | | 30 ≤ 50 ≤ 100 | | IQR (CV) : 40 (0.4) |
|
| 30 | : | 1086 | ( | 7.3% | ) | | 50 | : | 7781 | ( | 52.3% | ) | | 60 | : | 864 | ( | 5.8% | ) | | 75 | : | 1024 | ( | 6.9% | ) | | 90 | : | 981 | ( | 6.6% | ) | | 100 | : | 3135 | ( | 21.1% | ) |
|
 |
310026
(95.4%) |
| plot_area
[numeric] |
| Mean (sd) : 1228.4 (28354) | | min ≤ med ≤ max: | | 0 ≤ 9 ≤ 1250000 | | IQR (CV) : 15.5 (23.1) |
|
825 distinct values |
 |
259853
(80.0%) |
| plot_length
[numeric] |
| Mean (sd) : 2.6 (0.8) | | min ≤ med ≤ max: | | 2.2 ≤ 2.2 ≤ 5.5 | | IQR (CV) : 0 (0.3) |
|
11 distinct values |
 |
324423
(99.9%) |
| plot_width
[numeric] |
| Mean (sd) : 5 (2.1) | | min ≤ med ≤ max: | | 0.5 ≤ 6 ≤ 6 | | IQR (CV) : 0 (0.4) |
|
3 distinct values |
 |
324423
(99.9%) |
| plant_spacing
[integer] |
| Mean (sd) : 14.7 (9.3) | | min ≤ med ≤ max: | | 7 ≤ 10 ≤ 30 | | IQR (CV) : 20 (0.6) |
|
| 7 | : | 3689 | ( | 20.8% | ) | | 10 | : | 9251 | ( | 52.3% | ) | | 30 | : | 4756 | ( | 26.9% | ) |
|
 |
307201
(94.6%) |
| plant_density
[numeric] |
| Mean (sd) : 109539.2 (106874.6) | | min ≤ med ≤ max: | | 0 ≤ 35000 ≤ 399999.3 | | IQR (CV) : 217777.8 (1) |
|
649 distinct values |
 |
318456
(98.0%) |
| rain
[numeric] |
| Mean (sd) : 870.1 (224.8) | | min ≤ med ≤ max: | | 596.2 ≤ 785.8 ≤ 1294.1 | | IQR (CV) : 227.9 (0.3) |
|
13 distinct values |
 |
324705
(99.9%) |
| emergence_days
[integer] |
| Mean (sd) : 7.5 (3.2) | | min ≤ med ≤ max: | | 4 ≤ 7 ≤ 22 | | IQR (CV) : 1 (0.4) |
|
14 distinct values |
 |
324363
(99.8%) |
| heading_days
[integer] |
| Mean (sd) : 110.2 (18.3) | | min ≤ med ≤ max: | | 55 ≤ 116 ≤ 143 | | IQR (CV) : 16 (0.2) |
|
79 distinct values |
 |
323499
(99.6%) |
| flowering_days
[integer] |
| Mean (sd) : 49.5 (14.8) | | min ≤ med ≤ max: | | 11 ≤ 47 ≤ 173 | | IQR (CV) : 16 (0.3) |
|
132 distinct values |
 |
292965
(90.2%) |
| podding_days
[integer] |
| Mean (sd) : 66 (8.7) | | min ≤ med ≤ max: | | 51 ≤ 64 ≤ 103 | | IQR (CV) : 11 (0.1) |
|
41 distinct values |
 |
324107
(99.8%) |
| maturity_days
[integer] |
| Mean (sd) : 106.4 (32.3) | | min ≤ med ≤ max: | | 54 ≤ 102 ≤ 189 | | IQR (CV) : 48 (0.3) |
|
128 distinct values |
 |
318030
(97.9%) |
| harvest_days
[integer] |
| Mean (sd) : 135 (33.5) | | min ≤ med ≤ max: | | 90 ≤ 150 ≤ 180 | | IQR (CV) : 60 (0.2) |
|
| 90 | : | 1040 | ( | 25.0% | ) | | 120 | : | 1039 | ( | 25.0% | ) | | 150 | : | 1040 | ( | 25.0% | ) | | 180 | : | 1040 | ( | 25.0% | ) |
|
 |
320738
(98.7%) |
| plant_height
[numeric] |
| Mean (sd) : 112.4 (80.3) | | min ≤ med ≤ max: | | 0 ≤ 81.2 ≤ 519 | | IQR (CV) : 125 (0.7) |
|
2810 distinct values |
 |
278449
(85.7%) |
| AUDPC
[numeric] |
| Mean (sd) : 1.7 (3.8) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 17.8 | | IQR (CV) : 1.4 (2.2) |
|
12 distinct values |
 |
324865
(100.0%) |
| germination_rate
[numeric] |
| Mean (sd) : 19.1 (31.4) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 103 | | IQR (CV) : 38 (1.6) |
|
429 distinct values |
 |
297259
(91.5%) |
| pest_severity
[integer] |
| Mean (sd) : 1.8 (1.2) | | min ≤ med ≤ max: | | 0 ≤ 1 ≤ 8 | | IQR (CV) : 1 (0.7) |
|
| 0 | : | 128 | ( | 4.1% | ) | | 1 | : | 1619 | ( | 51.7% | ) | | 2 | : | 643 | ( | 20.5% | ) | | 3 | : | 498 | ( | 15.9% | ) | | 4 | : | 139 | ( | 4.4% | ) | | 5 | : | 68 | ( | 2.2% | ) | | 6 | : | 20 | ( | 0.6% | ) | | 7 | : | 17 | ( | 0.5% | ) | | 8 | : | 1 | ( | 0.0% | ) |
|
 |
321764
(99.0%) |
| pest_species
[character] |
| 1. (Empty string) | | 2. weevil |
|
|
 |
0
(0.0%) |
| disease_severity
[character] |
| 1. (Empty string) | | 2. 1 | | 3. 2 | | 4. 3 | | 5. 2(1-9);1(1-9);1(1-9) | | 6. 4 | | 7. NA;NA | | 8. 5 | | 9. 3(1-9);2(1-9);1(1-9) | | 10. 3(1-9);2(1-9);2(1-9) | | [ 301 others ] |
|
| 315316 | ( | 97.1% | ) | | 6134 | ( | 1.9% | ) | | 2287 | ( | 0.7% | ) | | 244 | ( | 0.1% | ) | | 76 | ( | 0.0% | ) | | 51 | ( | 0.0% | ) | | 48 | ( | 0.0% | ) | | 23 | ( | 0.0% | ) | | 19 | ( | 0.0% | ) | | 19 | ( | 0.0% | ) | | 680 | ( | 0.2% | ) |
|
 |
0
(0.0%) |
| severity_scale
[character] |
| 1. (Empty string) | | 2. 1-5 | | 3. 1-9 |
|
| 287594 | ( | 88.5% | ) | | 27638 | ( | 8.5% | ) | | 9665 | ( | 3.0% | ) |
|
 |
0
(0.0%) |
| disease
[character] |
|
|
|
0
(0.0%) |
| stress
[character] |
| 1. (Empty string) | | 2. disease | | 3. heat |
|
| 316490 | ( | 97.4% | ) | | 7781 | ( | 2.4% | ) | | 626 | ( | 0.2% | ) |
|
 |
0
(0.0%) |
| LAI
[numeric] |
| Mean (sd) : 2.9 (1) | | min ≤ med ≤ max: | | 0 ≤ 2.8 ≤ 8.8 | | IQR (CV) : 1.3 (0.4) |
|
3303 distinct values |
 |
320935
(98.8%) |
| harvest_index
[numeric] |
| Mean (sd) : 8.1 (18.6) | | min ≤ med ≤ max: | | 0 ≤ 0.5 ≤ 100 | | IQR (CV) : 0.2 (2.3) |
|
4389 distinct values |
 |
268008
(82.5%) |
| farmer_gender
[character] |
| 1. (Empty string) | | 2. female | | 3. male | | 4. prefer not to respon |
|
| 248978 | ( | 76.6% | ) | | 32987 | ( | 10.2% | ) | | 42848 | ( | 13.2% | ) | | 84 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| virus_severity
[character] |
| 1. (Empty string) | | 2. . | | 3. 1 | | 4. 2 | | 5. 3 | | 6. 4 | | 7. 5 | | 8. 6 | | 9. 7 | | 10. 8 |
|
| 321395 | ( | 98.9% | ) | | 1 | ( | 0.0% | ) | | 1751 | ( | 0.5% | ) | | 1247 | ( | 0.4% | ) | | 368 | ( | 0.1% | ) | | 81 | ( | 0.0% | ) | | 24 | ( | 0.0% | ) | | 18 | ( | 0.0% | ) | | 8 | ( | 0.0% | ) | | 4 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| 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 |
 |
324029
(99.7%) |
| 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 |
|
| 321464 | ( | 98.9% | ) | | 427 | ( | 0.1% | ) | | 206 | ( | 0.1% | ) | | 494 | ( | 0.2% | ) | | 694 | ( | 0.2% | ) | | 480 | ( | 0.1% | ) | | 509 | ( | 0.2% | ) | | 493 | ( | 0.2% | ) | | 13 | ( | 0.0% | ) | | 97 | ( | 0.0% | ) | | 20 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| 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 |
 |
324105
(99.8%) |
| 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 |
 |
324105
(99.8%) |
| 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 |
 |
324105
(99.8%) |
| 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 |
 |
324105
(99.8%) |
| grain_Fe
[numeric] |
| Mean (sd) : 65.5 (20.7) | | min ≤ med ≤ max: | | 0 ≤ 67 ≤ 142.2 | | IQR (CV) : 19.4 (0.3) |
|
1492 distinct values |
 |
317241
(97.6%) |
| grain_Zn
[numeric] |
| Mean (sd) : 34.6 (9.9) | | min ≤ med ≤ max: | | 0 ≤ 35.8 ≤ 60.4 | | IQR (CV) : 8.6 (0.3) |
|
1095 distinct values |
 |
317238
(97.6%) |
| grain_protein
[numeric] |
| Mean (sd) : 19.6 (7.8) | | min ≤ med ≤ max: | | 5.3 ≤ 14.7 ≤ 39.2 | | IQR (CV) : 12 (0.4) |
|
1472 distinct values |
 |
323007
(99.4%) |
| root_HCN
[numeric] |
| Mean (sd) : 102734.4 (111284.5) | | min ≤ med ≤ max: | | 5000 ≤ 80000 ≤ 8e+05 | | IQR (CV) : 50000 (1.1) |
|
13 distinct values |
 |
324705
(99.9%) |
| vitamin_A
[numeric] |
| Mean (sd) : 50 (156.4) | | min ≤ med ≤ max: | | 0 ≤ 1.7 ≤ 1197.5 | | IQR (CV) : 10 (3.1) |
|
30 distinct values |
 |
323364
(99.5%) |
| beta_carotene
[numeric] |
| Mean (sd) : 0.6 (1.9) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 14.4 | | IQR (CV) : 0.1 (3.1) |
|
28 distinct values |
 |
323364
(99.5%) |
| oil_content
[numeric] |
| Mean (sd) : 21 (1.9) | | min ≤ med ≤ max: | | 14.3 ≤ 20.9 ≤ 28.1 | | IQR (CV) : 2.5 (0.1) |
|
953 distinct values |
 |
316931
(97.5%) |
| protein
[numeric] |
| Mean (sd) : 40.9 (3) | | min ≤ med ≤ max: | | 26.3 ≤ 41.3 ≤ 52.8 | | IQR (CV) : 3.4 (0.1) |
|
1438 distinct values |
 |
316931
(97.5%) |
| date
[character] |
| 1. (Empty string) | | 2. 2010 | | 3. 22 05 2019 | | 4. 2013 | | 5. 2014 | | 6. 2018-02-01 | | 7. 2018-02-02 | | 8. 2018-02-03 | | 9. 2018-02-04 | | 10. 2018-02-05 | | [ 145 others ] |
|
| 323659 | ( | 99.6% | ) | | 532 | ( | 0.2% | ) | | 160 | ( | 0.0% | ) | | 123 | ( | 0.0% | ) | | 123 | ( | 0.0% | ) | | 2 | ( | 0.0% | ) | | 2 | ( | 0.0% | ) | | 2 | ( | 0.0% | ) | | 2 | ( | 0.0% | ) | | 2 | ( | 0.0% | ) | | 290 | ( | 0.1% | ) |
|
 |
0
(0.0%) |
| DAP
[integer] |
| Mean (sd) : 270 (67.3) | | min ≤ med ≤ max: | | 180 ≤ 270 ≤ 360 | | IQR (CV) : 90 (0.2) |
|
| 180 | : | 48 | ( | 25.0% | ) | | 240 | : | 48 | ( | 25.0% | ) | | 300 | : | 48 | ( | 25.0% | ) | | 360 | : | 48 | ( | 25.0% | ) |
|
 |
324705
(99.9%) |
| timing
[character] |
|
|
 |
0
(0.0%) |
| on_farm
[logical] |
|
|
 |
27983
(8.6%) |
| is_survey
[logical] |
1. FALSE |
|
 |
300
(0.1%) |
| variety
[character] |
| 1. (Empty string) | | 2. Nguruma | | 3. Madiira 1 | | 4. Akeri | | 5. Poli | | 6. AC-NL | | 7. Madiira 2 | | 8. Local | | 9. RHH 1601 | | 10. WH 507 | | [ 32246 others ] |
|
| 32583 | ( | 10.0% | ) | | 1866 | ( | 0.6% | ) | | 1814 | ( | 0.6% | ) | | 1702 | ( | 0.5% | ) | | 1692 | ( | 0.5% | ) | | 1674 | ( | 0.5% | ) | | 1668 | ( | 0.5% | ) | | 1598 | ( | 0.5% | ) | | 1374 | ( | 0.4% | ) | | 1354 | ( | 0.4% | ) | | 277572 | ( | 85.4% | ) |
|
 |
0
(0.0%) |
| variety_code
[character] |
| 1. (Empty string) | | 2. G092 | | 3. G233 | | 4. G146 | | 5. G145 | | 6. G138 | | 7. G056 | | 8. G098 | | 9. G101 | | 10. G188 | | [ 24118 others ] |
|
| 243422 | ( | 74.9% | ) | | 612 | ( | 0.2% | ) | | 589 | ( | 0.2% | ) | | 588 | ( | 0.2% | ) | | 525 | ( | 0.2% | ) | | 502 | ( | 0.2% | ) | | 472 | ( | 0.1% | ) | | 469 | ( | 0.1% | ) | | 456 | ( | 0.1% | ) | | 442 | ( | 0.1% | ) | | 76820 | ( | 23.6% | ) |
|
 |
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/ | | [ 2428 others ] |
|
| 281472 | ( | 86.6% | ) | | 635 | ( | 0.2% | ) | | 622 | ( | 0.2% | ) | | 596 | ( | 0.2% | ) | | 519 | ( | 0.2% | ) | | 496 | ( | 0.2% | ) | | 472 | ( | 0.1% | ) | | 369 | ( | 0.1% | ) | | 365 | ( | 0.1% | ) | | 306 | ( | 0.1% | ) | | 39045 | ( | 12.0% | ) |
|
 |
0
(0.0%) |
| variety_type
[character] |
| 1. (Empty string) | | 2. Commercial check | | 3. Comparative check | | 4. Evaluation entry | | 5. Farmer check | | 6. Genebank accession | | 7. Historical check | | 8. LBHT x LTVR | | 9. Release candidate | | 10. Replacement candidat |
|
| 248551 | ( | 76.5% | ) | | 7304 | ( | 2.2% | ) | | 3936 | ( | 1.2% | ) | | 30688 | ( | 9.4% | ) | | 4242 | ( | 1.3% | ) | | 10616 | ( | 3.3% | ) | | 6348 | ( | 2.0% | ) | | 108 | ( | 0.0% | ) | | 11804 | ( | 3.6% | ) | | 1300 | ( | 0.4% | ) |
|
 |
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 ] |
|
| 324315 | ( | 99.8% | ) | | 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%) |
| variety_release_year
[integer] |
| Mean (sd) : 2015.7 (4.6) | | min ≤ med ≤ max: | | 2005 ≤ 2018 ≤ 2024 | | IQR (CV) : 7 (0) |
|
11 distinct values |
 |
308817
(95.1%) |
| country
[character] |
| 1. Australia | | 2. Colombia | | 3. Uganda | | 4. Rwanda | | 5. Tanzania | | 6. Benin | | 7. Nigeria | | 8. Mali | | 9. Mozambique | | 10. Malawi | | [ 21 others ] |
|
| 102868 | ( | 31.7% | ) | | 47903 | ( | 14.7% | ) | | 32972 | ( | 10.1% | ) | | 30114 | ( | 9.3% | ) | | 21660 | ( | 6.7% | ) | | 18249 | ( | 5.6% | ) | | 14851 | ( | 4.6% | ) | | 10698 | ( | 3.3% | ) | | 9579 | ( | 2.9% | ) | | 7717 | ( | 2.4% | ) | | 28286 | ( | 8.7% | ) |
|
 |
0
(0.0%) |
| adm1
[character] |
| 1. (Empty string) | | 2. New South Wales | | 3. West Australia | | 4. South Australia | | 5. Victoria | | 6. Queensland | | 7. Wakiso | | 8. Telangana | | 9. Serere | | 10. Maputo | | [ 29 others ] |
|
| 208917 | ( | 64.3% | ) | | 30635 | ( | 9.4% | ) | | 25198 | ( | 7.8% | ) | | 22624 | ( | 7.0% | ) | | 17613 | ( | 5.4% | ) | | 6660 | ( | 2.0% | ) | | 4299 | ( | 1.3% | ) | | 2972 | ( | 0.9% | ) | | 2080 | ( | 0.6% | ) | | 658 | ( | 0.2% | ) | | 3241 | ( | 1.0% | ) |
|
 |
0
(0.0%) |
| adm2
[character] |
| 1. (Empty string) | | 2. Kyaddondo | | 3. Sangareddy District | | 4. Sangareddy | | 5. Adama Zuria | | 6. Shabelle | | 7. Hyderabad | | 8. Lilongwe | | 9. Texcoco | | 10. Hoima | | [ 2 others ] |
|
| 319601 | ( | 98.4% | ) | | 2220 | ( | 0.7% | ) | | 960 | ( | 0.3% | ) | | 532 | ( | 0.2% | ) | | 400 | ( | 0.1% | ) | | 400 | ( | 0.1% | ) | | 342 | ( | 0.1% | ) | | 210 | ( | 0.1% | ) | | 68 | ( | 0.0% | ) | | 56 | ( | 0.0% | ) | | 108 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| adm3
[character] |
| 1. (Empty string) | | 2. Busukuma | | 3. Chitedze | | 4. Gode | | 5. Melkasa | | 6. Patancheru | | 7. Wolmera | | 8. Yilmana & Densa |
|
| 320599 | ( | 98.7% | ) | | 2220 | ( | 0.7% | ) | | 210 | ( | 0.1% | ) | | 400 | ( | 0.1% | ) | | 400 | ( | 0.1% | ) | | 960 | ( | 0.3% | ) | | 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. Gurue Research Stati | | 7. Namulonge | | 8. Serere | | 9. Carimagua Meta | | 10. Palmira | | [ 176 others ] |
|
| 223004 | ( | 68.6% | ) | | 29380 | ( | 9.0% | ) | | 9681 | ( | 3.0% | ) | | 9326 | ( | 2.9% | ) | | 7921 | ( | 2.4% | ) | | 6588 | ( | 2.0% | ) | | 6219 | ( | 1.9% | ) | | 4172 | ( | 1.3% | ) | | 4083 | ( | 1.3% | ) | | 3689 | ( | 1.1% | ) | | 20834 | ( | 6.4% | ) |
|
 |
0
(0.0%) |
| site
[character] |
| 1. (Empty string) | | 2. Bayero University | | 3. CIAT campus | | 4. CIMMYT | | 5. ICRISAT campus |
|
| 322185 | ( | 99.2% | ) | | 45 | ( | 0.0% | ) | | 1511 | ( | 0.5% | ) | | 18 | ( | 0.0% | ) | | 1138 | ( | 0.4% | ) |
|
 |
0
(0.0%) |
| geo_uncertainty
[integer] |
| Mean (sd) : 9406.2 (28953.9) | | min ≤ med ≤ max: | | 100 ≤ 1500 ≤ 245255 | | IQR (CV) : 500 (3.1) |
|
18 distinct values |
 |
321876
(99.1%) |
| geo_from_source
[logical] |
|
| 50678 | ( | 15.6% | ) | | 274219 | ( | 84.4% | ) |
|
 |
0
(0.0%) |
| elevation
[integer] |
| Mean (sd) : 502.8 (512.7) | | min ≤ med ≤ max: | | 0 ≤ 202 ≤ 2400 | | IQR (CV) : 860 (1) |
|
206 distinct values |
 |
250983
(77.3%) |
| geo_source
[character] |
| 1. (Empty string) | | 2. GADM 4.1, adm1 | | 3. GADM 4.1, adm2 | | 4. Google Maps |
|
| 312381 | ( | 96.1% | ) | | 104 | ( | 0.0% | ) | | 407 | ( | 0.1% | ) | | 12005 | ( | 3.7% | ) |
|
 |
0
(0.0%) |
| planting_date
[character] |
| 1. 2017 | | 2. (Empty string) | | 3. 2016 | | 4. 2013 | | 5. 2002-07-07 | | 6. 2018 | | 7. 2009-05-19 | | 8. 2015 | | 9. 2000-06-28 | | 10. 2005-04-20 | | [ 2298 others ] |
|
| 16378 | ( | 5.0% | ) | | 12225 | ( | 3.8% | ) | | 7090 | ( | 2.2% | ) | | 4610 | ( | 1.4% | ) | | 2208 | ( | 0.7% | ) | | 2132 | ( | 0.7% | ) | | 1843 | ( | 0.6% | ) | | 1795 | ( | 0.6% | ) | | 1524 | ( | 0.5% | ) | | 1523 | ( | 0.5% | ) | | 273569 | ( | 84.2% | ) |
|
 |
0
(0.0%) |
| 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 | | [ 2415 others ] |
|
| 90118 | ( | 27.7% | ) | | 2208 | ( | 0.7% | ) | | 1609 | ( | 0.5% | ) | | 1524 | ( | 0.5% | ) | | 1170 | ( | 0.4% | ) | | 981 | ( | 0.3% | ) | | 789 | ( | 0.2% | ) | | 676 | ( | 0.2% | ) | | 616 | ( | 0.2% | ) | | 602 | ( | 0.2% | ) | | 224604 | ( | 69.1% | ) |
|
 |
0
(0.0%) |
| fertilizer_type
[logical] |
|
|
|
324897
(100.0%) |
| fertilizer_date
[IDate,
Date] |
| min : 2015-04-11 | | med : 2018-04-25 | | max : 2024-06-20 | | range : 9y 2m 9d |
|
20 distinct values |
 |
324722
(99.9%) |
| N_fertilizer
[numeric] |
| Mean (sd) : 28.8 (105.8) | | min ≤ med ≤ max: | | 0 ≤ 18 ≤ 2998 | | IQR (CV) : 25 (3.7) |
|
757 distinct values |
 |
222548
(68.5%) |
| P_fertilizer
[numeric] |
| Mean (sd) : 16.4 (41.9) | | min ≤ med ≤ max: | | 0 ≤ 15.3 ≤ 2120 | | IQR (CV) : 7.8 (2.6) |
|
177 distinct values |
 |
221111
(68.1%) |
| K_fertilizer
[numeric] |
| Mean (sd) : 17.9 (15.1) | | min ≤ med ≤ max: | | 0 ≤ 17.6 ≤ 58.1 | | IQR (CV) : 0 (0.8) |
|
3 distinct values |
 |
313624
(96.5%) |
| S_fertilizer
[numeric] |
| Mean (sd) : 8.7 (58.5) | | min ≤ med ≤ max: | | 0 ≤ 2.8 ≤ 1760 | | IQR (CV) : 4 (6.7) |
|
241 distinct values |
 |
234904
(72.3%) |
| gypsum
[integer] |
1 distinct value |
|
 |
323937
(99.7%) |
| OM_type
[character] |
| 1. (Empty string) | | 2. animal dung | | 3. Biofer | | 4. unknown | | 5. Vinasse |
|
| 324746 | ( | 100.0% | ) | | 9 | ( | 0.0% | ) | | 126 | ( | 0.0% | ) | | 7 | ( | 0.0% | ) | | 9 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| OM_amount
[integer] |
| Mean (sd) : 6419.4 (12215.3) | | min ≤ med ≤ max: | | 170 ≤ 775 ≤ 40000 | | IQR (CV) : 600 (1.9) |
|
15 distinct values |
 |
324722
(99.9%) |
| inoculated
[logical] |
1. FALSE |
|
|
305957
(94.2%) |
| irrigated
[logical] |
|
|
 |
284308
(87.5%) |
| irrigation_method
[character] |
| 1. (Empty string) | | 2. furrow |
|
|
 |
0
(0.0%) |
| irrigation_number
[integer] |
| Mean (sd) : 3.1 (0.6) | | min ≤ med ≤ max: | | 2 ≤ 3 ≤ 6 | | IQR (CV) : 0 (0.2) |
|
| 2 | : | 215 | ( | 5.8% | ) | | 3 | : | 3150 | ( | 85.4% | ) | | 4 | : | 216 | ( | 5.9% | ) | | 6 | : | 108 | ( | 2.9% | ) |
|
 |
321208
(98.9%) |
| irrigation_amount
[integer] |
1 distinct value |
|
 |
321208
(98.9%) |
| land_prep_method
[character] |
| 1. (Empty string) | | 2. conventional | | 3. minimum tillage | | 4. raised beds | | 5. reduced tillage |
|
| 324193 | ( | 99.8% | ) | | 366 | ( | 0.1% | ) | | 180 | ( | 0.1% | ) | | 50 | ( | 0.0% | ) | | 108 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| planting_implement
[character] |
| 1. (Empty string) | | 2. seed drill |
|
|
 |
0
(0.0%) |
| 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% | ) |
|
 |
324193
(99.8%) |
| seed_source
[character] |
| 1. (Empty string) | | 2. KAFUE | | 3. LUKANGA | | 4. SC SAFARI | | 5. MRI DINA | | 6. DINA | | 7. SC SAMBA | | 8. SC SPIKE | | 9. SC SQUIRE | | 10. TGx1987-62F | | [ 54 others ] |
|
| 324267 | ( | 99.8% | ) | | 27 | ( | 0.0% | ) | | 27 | ( | 0.0% | ) | | 27 | ( | 0.0% | ) | | 18 | ( | 0.0% | ) | | 9 | ( | 0.0% | ) | | 9 | ( | 0.0% | ) | | 9 | ( | 0.0% | ) | | 9 | ( | 0.0% | ) | | 9 | ( | 0.0% | ) | | 486 | ( | 0.1% | ) |
|
 |
0
(0.0%) |
| seed_treatment
[character] |
| 1. (Empty string) | | 2. mancozeb |
|
|
 |
0
(0.0%) |
| soil_pH
[numeric] |
| Mean (sd) : 5.3 (0.4) | | min ≤ med ≤ max: | | 4.4 ≤ 5.3 ≤ 7.2 | | IQR (CV) : 0.2 (0.1) |
|
94 distinct values |
 |
323551
(99.6%) |
| soil_clay
[numeric] |
| Mean (sd) : 23.3 (7.4) | | min ≤ med ≤ max: | | 3.6 ≤ 22.5 ≤ 47 | | IQR (CV) : 8.1 (0.3) |
|
100 distinct values |
 |
324705
(99.9%) |
| soil_silt
[numeric] |
| Mean (sd) : 8.1 (3.2) | | min ≤ med ≤ max: | | 1 ≤ 8 ≤ 16 | | IQR (CV) : 4 (0.4) |
|
17 distinct values |
 |
324705
(99.9%) |
| soil_texture
[character] |
| 1. (Empty string) | | 2. clay | | 3. loamy sand | | 4. sand | | 5. sandy clay | | 6. sandy clay loam | | 7. sandy loam | | 8. silty loam |
|
| 324655 | ( | 99.9% | ) | | 6 | ( | 0.0% | ) | | 19 | ( | 0.0% | ) | | 2 | ( | 0.0% | ) | | 9 | ( | 0.0% | ) | | 119 | ( | 0.0% | ) | | 37 | ( | 0.0% | ) | | 50 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| soil_SOM
[numeric] |
| Mean (sd) : 7.1 (3.2) | | min ≤ med ≤ max: | | 0.2 ≤ 9.8 ≤ 9.8 | | IQR (CV) : 4.5 (0.5) |
|
152 distinct values |
 |
323551
(99.6%) |
| soil_SOC
[numeric] |
| Mean (sd) : 0.9 (0.5) | | min ≤ med ≤ max: | | 0.1 ≤ 0.8 ≤ 3.6 | | IQR (CV) : 0.6 (0.6) |
|
143 distinct values |
 |
324705
(99.9%) |
| soil_N
[numeric] |
| Mean (sd) : 127.4 (438.3) | | min ≤ med ≤ max: | | 0.3 ≤ 0.4 ≤ 9246.9 | | IQR (CV) : 0.1 (3.4) |
|
74 distinct values |
 |
323601
(99.6%) |
| soil_K
[numeric] |
| Min : 214.3 | | Mean : 231.8 | | Max : 240.4 |
|
2 distinct values |
 |
323793
(99.7%) |
| soil_K_exch
[numeric] |
| Mean (sd) : 0.4 (0.7) | | min ≤ med ≤ max: | | 0 ≤ 0.2 ≤ 2.6 | | IQR (CV) : 0.2 (1.5) |
|
136 distinct values |
 |
324705
(99.9%) |
| soil_P
[numeric] |
| Mean (sd) : 10.1 (16.4) | | min ≤ med ≤ max: | | 4.8 ≤ 5.9 ≤ 172.3 | | IQR (CV) : 1.1 (1.6) |
|
184 distinct values |
 |
323601
(99.6%) |
| soil_Ca
[numeric] |
| Min : 1769 | | Mean : 1808.3 | | Max : 1888.2 |
|
2 distinct values |
 |
323793
(99.7%) |
| soil_Ca_exch
[numeric] |
| Mean (sd) : 3.9 (1.3) | | min ≤ med ≤ max: | | 1.1 ≤ 4.2 ≤ 5.9 | | IQR (CV) : 2.2 (0.3) |
|
154 distinct values |
 |
324705
(99.9%) |
| soil_Mg
[numeric] |
| Min : 361.8 | | Mean : 414.6 | | Max : 522 |
|
2 distinct values |
 |
323793
(99.7%) |
| soil_Mg_exch
[numeric] |
| Mean (sd) : 1.5 (0.6) | | min ≤ med ≤ max: | | 0.1 ≤ 1.6 ≤ 2.8 | | IQR (CV) : 0.7 (0.4) |
|
141 distinct values |
 |
324705
(99.9%) |
| soil_Mn
[numeric] |
| Mean (sd) : 88.1 (63.9) | | min ≤ med ≤ max: | | 6.1 ≤ 82.6 ≤ 298.2 | | IQR (CV) : 80.4 (0.7) |
|
190 distinct values |
 |
324705
(99.9%) |
| soil_Fe
[numeric] |
| Mean (sd) : 113.8 (42.8) | | min ≤ med ≤ max: | | 5 ≤ 147.7 ≤ 154.8 | | IQR (CV) : 67.1 (0.4) |
|
188 distinct values |
 |
323601
(99.6%) |
| soil_Zn
[numeric] |
| Mean (sd) : 4.1 (1.2) | | min ≤ med ≤ max: | | 0.1 ≤ 4.9 ≤ 4.9 | | IQR (CV) : 0.9 (0.3) |
|
138 distinct values |
 |
323601
(99.6%) |
| age
[integer] |
| Mean (sd) : 6195.9 (604429) | | min ≤ med ≤ max: | | -56 ≤ 42 ≤ 66954823 | | IQR (CV) : 17 (97.6) |
|
153 distinct values |
 |
249957
(76.9%) |
| 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 |
 |
324597
(99.9%) |
| tmin
[numeric] |
| Mean (sd) : 19 (4.9) | | min ≤ med ≤ max: | | 3 ≤ 18 ≤ 27.4 | | IQR (CV) : 7.4 (0.3) |
|
79 distinct values |
 |
324405
(99.8%) |
| tmax
[numeric] |
| Mean (sd) : 31.9 (4.3) | | min ≤ med ≤ max: | | 20 ≤ 31.5 ≤ 38.8 | | IQR (CV) : 5.6 (0.1) |
|
71 distinct values |
 |
324405
(99.8%) |
| srad
[numeric] |
| Mean (sd) : 6.2 (0.9) | | min ≤ med ≤ max: | | 4.4 ≤ 6.6 ≤ 7.2 | | IQR (CV) : 1.4 (0.1) |
|
16 distinct values |
 |
324705
(99.9%) |