| country
[character] |
| 1. Ethiopia | | 2. Ghana | | 3. Mozambique | | 4. Peru | | 5. Rwanda | | 6. Uganda |
|
| 72 | ( | 0.2% | ) | | 1119 | ( | 3.1% | ) | | 1639 | ( | 4.5% | ) | | 29718 | ( | 81.2% | ) | | 149 | ( | 0.4% | ) | | 3905 | ( | 10.7% | ) |
|
 |
0
(0.0%) |
| adm1
[character] |
| 1. Pasco | | 2. Junin | | 3. (Empty string) | | 4. La Libertad | | 5. Maputo | | 6. Huancavelica | | 7. Lima | | 8. Arequipa | | 9. Cajamarca | | 10. Huanuco | | [ 3 others ] |
|
| 13590 | ( | 37.1% | ) | | 11344 | ( | 31.0% | ) | | 8023 | ( | 21.9% | ) | | 860 | ( | 2.3% | ) | | 658 | ( | 1.8% | ) | | 565 | ( | 1.5% | ) | | 548 | ( | 1.5% | ) | | 277 | ( | 0.8% | ) | | 242 | ( | 0.7% | ) | | 201 | ( | 0.5% | ) | | 294 | ( | 0.8% | ) |
|
 |
0
(0.0%) |
| adm2
[character] |
| 1. Oxapampa | | 2. (Empty string) | | 3. Concepcion | | 4. Chanchamayo | | 5. Huancayo | | 6. Lima | | 7. Sanchez Carrion | | 8. Pataz | | 9. Acobamba | | 10. Huancavelica | | [ 9 others ] |
|
| 13590 | ( | 37.1% | ) | | 8915 | ( | 24.4% | ) | | 7856 | ( | 21.5% | ) | | 2142 | ( | 5.9% | ) | | 1316 | ( | 3.6% | ) | | 548 | ( | 1.5% | ) | | 467 | ( | 1.3% | ) | | 393 | ( | 1.1% | ) | | 317 | ( | 0.9% | ) | | 248 | ( | 0.7% | ) | | 810 | ( | 2.2% | ) |
|
 |
0
(0.0%) |
| adm3
[character] |
| 1. Oxapampa | | 2. (Empty string) | | 3. Mariscal Castilla | | 4. San Ramon | | 5. El Tambo | | 6. La Molina | | 7. Quilcas | | 8. Paucara | | 9. San agustin | | 10. Chugay | | [ 15 others ] |
|
| 14212 | ( | 38.8% | ) | | 9428 | ( | 25.8% | ) | | 7856 | ( | 21.5% | ) | | 1496 | ( | 4.1% | ) | | 559 | ( | 1.5% | ) | | 548 | ( | 1.5% | ) | | 456 | ( | 1.2% | ) | | 317 | ( | 0.9% | ) | | 206 | ( | 0.6% | ) | | 158 | ( | 0.4% | ) | | 1366 | ( | 3.7% | ) |
|
 |
0
(0.0%) |
| location
[character] |
| 1. Oxapampa | | 2. Viena | | 3. Cachupia | | 4. San Ramon | | 5. (Empty string) | | 6. Kachwekano | | 7. Namulong | | 8. Umbeluzi | | 9. San Ramón | | 10. Santa Ana | | [ 70 others ] |
|
| 13590 | ( | 37.1% | ) | | 5802 | ( | 15.9% | ) | | 2054 | ( | 5.6% | ) | | 1736 | ( | 4.7% | ) | | 1263 | ( | 3.5% | ) | | 1238 | ( | 3.4% | ) | | 1105 | ( | 3.0% | ) | | 907 | ( | 2.5% | ) | | 646 | ( | 1.8% | ) | | 559 | ( | 1.5% | ) | | 7702 | ( | 21.0% | ) |
|
 |
0
(0.0%) |
| geo_from_source
[logical] |
|
|
 |
0
(0.0%) |
| elevation
[integer] |
| Mean (sd) : 2061.3 (583.4) | | min ≤ med ≤ max: | | 244 ≤ 1810 ≤ 3970 | | IQR (CV) : 605 (0.3) |
|
24 distinct values |
 |
11774
(32.2%) |
| planting_date
[character] |
| 1. 2012-09-27 | | 2. 2019-09-27 | | 3. 2013 | | 4. 2005-09-26 | | 5. 2004-12-09 | | 6. 2004-09-28 | | 7. 2000-12-15 | | 8. 2005-12-14 | | 9. 2013-09-18 | | 10. 2009-10 | | [ 141 others ] |
|
| 3145 | ( | 8.6% | ) | | 2748 | ( | 7.5% | ) | | 2016 | ( | 5.5% | ) | | 1616 | ( | 4.4% | ) | | 1578 | ( | 4.3% | ) | | 1300 | ( | 3.6% | ) | | 1235 | ( | 3.4% | ) | | 1181 | ( | 3.2% | ) | | 1064 | ( | 2.9% | ) | | 981 | ( | 2.7% | ) | | 19738 | ( | 53.9% | ) |
|
 |
0
(0.0%) |
| harvest_date
[character] |
| 1. (Empty string) | | 2. 2013-01-02 | | 3. 2020-01-09 | | 4. 2006-01-16 | | 5. 2005-01-19 | | 6. 2001-04-02 | | 7. 2014-01-02 | | 8. 2010-03 | | 9. 2002-04-02 | | 10. 2006-04-03 | | [ 115 others ] |
|
| 5503 | ( | 15.0% | ) | | 3145 | ( | 8.6% | ) | | 2748 | ( | 7.5% | ) | | 1616 | ( | 4.4% | ) | | 1490 | ( | 4.1% | ) | | 1235 | ( | 3.4% | ) | | 1064 | ( | 2.9% | ) | | 981 | ( | 2.7% | ) | | 916 | ( | 2.5% | ) | | 856 | ( | 2.3% | ) | | 17048 | ( | 46.6% | ) |
|
 |
0
(0.0%) |
| season
[character] |
| 1. (Empty string) | | 2. 2013B | | 3. October 2009-March 2 | | 4. 2013A | | 5. 2018 | | 6. 2016A | | 7. 2016 | | 8. 2017 | | 9. 2016-2017 | | 10. 2018A | | [ 5 others ] |
|
| 31418 | ( | 85.8% | ) | | 1120 | ( | 3.1% | ) | | 981 | ( | 2.7% | ) | | 896 | ( | 2.4% | ) | | 501 | ( | 1.4% | ) | | 319 | ( | 0.9% | ) | | 312 | ( | 0.9% | ) | | 306 | ( | 0.8% | ) | | 160 | ( | 0.4% | ) | | 160 | ( | 0.4% | ) | | 429 | ( | 1.2% | ) |
|
 |
0
(0.0%) |
| on_farm
[logical] |
|
|
 |
0
(0.0%) |
| is_survey
[logical] |
1. FALSE |
|
 |
0
(0.0%) |
| treatment
[character] |
| 1. (Empty string) | | 2. controlled cross | | 3. none | | 4. polycross | | 5. varieties |
|
| 34250 | ( | 93.6% | ) | | 1006 | ( | 2.7% | ) | | 152 | ( | 0.4% | ) | | 858 | ( | 2.3% | ) | | 336 | ( | 0.9% | ) |
|
 |
0
(0.0%) |
| rep
[integer] |
| Mean (sd) : 2.2 (3.2) | | min ≤ med ≤ max: | | 1 ≤ 2 ≤ 47 | | IQR (CV) : 2 (1.4) |
|
47 distinct values |
 |
6167
(16.8%) |
| crop
[character] |
|
|
 |
0
(0.0%) |
| variety
[character] |
| 1. CIP384866.5 | | 2. (Empty string) | | 3. CIP720064 | | 4. CIP377744.1 | | 5. Canchan | | 6. CIP393371.58 | | 7. CIP393280.64 | | 8. Unica | | 9. CIP393079.24 | | 10. CIP393339.242 | | [ 8601 others ] |
|
| 559 | ( | 1.5% | ) | | 546 | ( | 1.5% | ) | | 502 | ( | 1.4% | ) | | 359 | ( | 1.0% | ) | | 185 | ( | 0.5% | ) | | 151 | ( | 0.4% | ) | | 114 | ( | 0.3% | ) | | 114 | ( | 0.3% | ) | | 110 | ( | 0.3% | ) | | 110 | ( | 0.3% | ) | | 33852 | ( | 92.5% | ) |
|
 |
0
(0.0%) |
| variety_code
[character] |
| 1. (Empty string) | | 2. CIP105058.2 | | 3. CIP105085.2 | | 4. CIP105086.1 | | 5. CIP105228.1 | | 6. CIP105240.1 | | 7. CIP105523.1 | | 8. CIP187016.1 | | 9. CIP187016.2 | | 10. CIP187017.1 | | [ 50 others ] |
|
| 35508 | ( | 97.0% | ) | | 40 | ( | 0.1% | ) | | 40 | ( | 0.1% | ) | | 40 | ( | 0.1% | ) | | 40 | ( | 0.1% | ) | | 40 | ( | 0.1% | ) | | 40 | ( | 0.1% | ) | | 40 | ( | 0.1% | ) | | 40 | ( | 0.1% | ) | | 40 | ( | 0.1% | ) | | 734 | ( | 2.0% | ) |
|
 |
0
(0.0%) |
| 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 |
 |
35312
(96.5%) |
| dmy_total
[numeric] |
| Mean (sd) : 29779.6 (21704.7) | | min ≤ med ≤ max: | | 0 ≤ 24641.1 ≤ 1e+05 | | IQR (CV) : 29000 (0.7) |
|
679 distinct values |
 |
35052
(95.8%) |
| fwy_total
[numeric] |
| Mean (sd) : 29864.5 (24829.2) | | min ≤ med ≤ max: | | 0 ≤ 26133 ≤ 151000 | | IQR (CV) : 30301.1 (0.8) |
|
816 distinct values |
 |
34347
(93.8%) |
| fwy_residue
[numeric] |
| Mean (sd) : 13409.2 (13722.3) | | min ≤ med ≤ max: | | 0 ≤ 10000 ≤ 111333 | | IQR (CV) : 15533.7 (1) |
|
777 distinct values |
 |
31961
(87.3%) |
| yield_part
[character] |
|
| 720 | ( | 2.0% | ) | | 6663 | ( | 18.2% | ) | | 29219 | ( | 79.8% | ) |
|
 |
0
(0.0%) |
| yield
[numeric] |
| Mean (sd) : 16577.5 (12417.5) | | min ≤ med ≤ max: | | 0 ≤ 14216.5 ≤ 163012.3 | | IQR (CV) : 16555.6 (0.7) |
|
8166 distinct values |
 |
8544
(23.3%) |
| yield_marketable
[numeric] |
| Mean (sd) : 15707.6 (11533.5) | | min ≤ med ≤ max: | | 0 ≤ 13625 ≤ 88550.6 | | IQR (CV) : 16000 (0.7) |
|
5724 distinct values |
 |
14412
(39.4%) |
| N_fertilizer
[numeric] |
| Mean (sd) : 90.7 (84.9) | | min ≤ med ≤ max: | | 0 ≤ 40 ≤ 200 | | IQR (CV) : 200 (0.9) |
|
5 distinct values |
 |
33018
(90.2%) |
| P_fertilizer
[numeric] |
| Mean (sd) : 49.9 (61.6) | | min ≤ med ≤ max: | | 0 ≤ 17.5 ≤ 220 | | IQR (CV) : 78.6 (1.2) |
|
8 distinct values |
 |
33018
(90.2%) |
| K_fertilizer
[numeric] |
| Mean (sd) : 75.1 (61.4) | | min ≤ med ≤ max: | | 0 ≤ 58.1 ≤ 180 | | IQR (CV) : 132.8 (0.8) |
|
6 distinct values |
 |
33018
(90.2%) |
| inoculated
[logical] |
1. FALSE |
|
 |
28556
(78.0%) |
| irrigated
[logical] |
|
|
 |
6186
(16.9%) |
| row_spacing
[integer] |
| Min : 90 | | Mean : 96.9 | | Max : 100 |
|
| 90 | : | 7685 | ( | 31.3% | ) | | 100 | : | 16890 | ( | 68.7% | ) |
|
 |
12027
(32.9%) |
| plot_area
[numeric] |
| Mean (sd) : 12.8 (5.1) | | min ≤ med ≤ max: | | 10 ≤ 12 ≤ 40.5 | | IQR (CV) : 2 (0.4) |
|
4 distinct values |
 |
34051
(93.0%) |
| plant_spacing
[integer] |
| Min : 25 | | Mean : 30 | | Max : 30 |
|
| 25 | : | 180 | ( | 0.7% | ) | | 30 | : | 24395 | ( | 99.3% | ) |
|
 |
12027
(32.9%) |
| plant_density
[numeric] |
| Mean (sd) : 32947.6 (6306.3) | | min ≤ med ≤ max: | | 0 ≤ 33333.3 ≤ 62500 | | IQR (CV) : 3703.7 (0.2) |
|
155 distinct values |
 |
13955
(38.1%) |
| harvest_days
[integer] |
1 distinct value |
|
|
35973
(98.3%) |
| pathogen
[character] |
| 1. (Empty string) | | 2. Phytophthora infesta |
|
|
 |
0
(0.0%) |
| AUDPC
[numeric] |
| Mean (sd) : 8.1 (7.5) | | min ≤ med ≤ max: | | 0 ≤ 5.4 ≤ 44.2 | | IQR (CV) : 9 (0.9) |
|
4147 distinct values |
 |
14092
(38.5%) |
| rAUDPC
[numeric] |
| Mean (sd) : 0.2 (0.2) | | min ≤ med ≤ max: | | 0 ≤ 0.2 ≤ 1 | | IQR (CV) : 0.2 (0.9) |
|
4489 distinct values |
 |
19925
(54.4%) |
| 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 |
 |
35810
(97.8%) |
| 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 |
 |
35810
(97.8%) |
| 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 |
 |
35810
(97.8%) |
| 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 |
 |
35810
(97.8%) |
| fungicide_used
[logical] |
1. TRUE |
|
|
36090
(98.6%) |
| fungicide_product
[character] |
| 1. (Empty string) | | 2. mancozeb |
|
|
 |
0
(0.0%) |
| disease_severity
[character] |
| 1. (Empty string) | | 2. 1 | | 3. 2 | | 4. 3 | | 5. 4 | | 6. 5 | | 7. 6 | | 8. 7 | | 9. 0 | | 10. 1 = no apparent dama | | [ 5 others ] |
|
| 33093 | ( | 90.4% | ) | | 2456 | ( | 6.7% | ) | | 846 | ( | 2.3% | ) | | 135 | ( | 0.4% | ) | | 35 | ( | 0.1% | ) | | 17 | ( | 0.0% | ) | | 11 | ( | 0.0% | ) | | 2 | ( | 0.0% | ) | | 1 | ( | 0.0% | ) | | 1 | ( | 0.0% | ) | | 5 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| diseases
[character] |
| 1. (Empty string) | | 2. alternaria blight |
|
|
 |
0
(0.0%) |
| harvest_index
[numeric] |
| Mean (sd) : 38.7 (24.5) | | min ≤ med ≤ max: | | 0 ≤ 38.3 ≤ 100 | | IQR (CV) : 36 (0.6) |
|
927 distinct values |
 |
35042
(95.7%) |
| virus_severity
[character] |
| 1. (Empty string) | | 2. . | | 3. 1 | | 4. 2 | | 5. 3 | | 6. 4 | | 7. 5 | | 8. 6 | | 9. 7 | | 10. 8 |
|
| 33100 | ( | 90.4% | ) | | 1 | ( | 0.0% | ) | | 1751 | ( | 4.8% | ) | | 1247 | ( | 3.4% | ) | | 368 | ( | 1.0% | ) | | 81 | ( | 0.2% | ) | | 24 | ( | 0.1% | ) | | 18 | ( | 0.0% | ) | | 8 | ( | 0.0% | ) | | 4 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| severity_scale
[character] |
|
|
|
0
(0.0%) |
| 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. white |
|
| 35668 | ( | 97.4% | ) | | 288 | ( | 0.8% | ) | | 62 | ( | 0.2% | ) | | 218 | ( | 0.6% | ) | | 43 | ( | 0.1% | ) | | 108 | ( | 0.3% | ) | | 116 | ( | 0.3% | ) | | 67 | ( | 0.2% | ) | | 13 | ( | 0.0% | ) | | 19 | ( | 0.1% | ) |
|
 |
0
(0.0%) |
| soil_pH
[numeric] |
| Mean (sd) : 5.5 (1.4) | | min ≤ med ≤ max: | | 3.6 ≤ 5.3 ≤ 7.6 | | IQR (CV) : 3.3 (0.3) |
|
7 distinct values |
 |
35840
(97.9%) |
| soil_SOM
[numeric] |
| Mean (sd) : 5.1 (3.5) | | min ≤ med ≤ max: | | 0.8 ≤ 4.8 ≤ 10.3 | | IQR (CV) : 6.5 (0.7) |
|
7 distinct values |
 |
35840
(97.9%) |
| soil_sand
[numeric] |
| Mean (sd) : 48.7 (10.2) | | min ≤ med ≤ max: | | 31.3 ≤ 50 ≤ 63.4 | | IQR (CV) : 15 (0.2) |
|
7 distinct values |
 |
35840
(97.9%) |
| soil_clay
[numeric] |
| Mean (sd) : 23.5 (5.2) | | min ≤ med ≤ max: | | 16.1 ≤ 21 ≤ 30.3 | | IQR (CV) : 8.8 (0.2) |
|
7 distinct values |
 |
35840
(97.9%) |
| soil_silt
[numeric] |
| Mean (sd) : 27.9 (6) | | min ≤ med ≤ max: | | 20.4 ≤ 28.3 ≤ 40 | | IQR (CV) : 7.8 (0.2) |
|
7 distinct values |
 |
35840
(97.9%) |
| soil_N
[numeric] |
| Mean (sd) : 4.8 (1.3) | | min ≤ med ≤ max: | | 3 ≤ 4.8 ≤ 7.1 | | IQR (CV) : 1.4 (0.3) |
|
5 distinct values |
 |
36023
(98.4%) |
| soil_K
[numeric] |
1 distinct value |
1 distinct values |
 |
36518
(99.8%) |
| soil_P_available
[numeric] |
| Mean (sd) : 21.7 (14.1) | | min ≤ med ≤ max: | | 4.2 ≤ 24.9 ≤ 49.3 | | IQR (CV) : 20.1 (0.6) |
|
7 distinct values |
 |
35840
(97.9%) |
| soil_Ca
[numeric] |
| Mean (sd) : 7.1 (4.4) | | min ≤ med ≤ max: | | 2.2 ≤ 6.5 ≤ 16.9 | | IQR (CV) : 3.9 (0.6) |
|
6 distinct values |
 |
35924
(98.1%) |
| soil_B
[numeric] |
| Mean (sd) : 0.2 (0.2) | | min ≤ med ≤ max: | | 0.1 ≤ 0.1 ≤ 0.7 | | IQR (CV) : 0.1 (0.9) |
|
4 distinct values |
 |
35924
(98.1%) |
| soil_Fe
[numeric] |
| Mean (sd) : 87.7 (35.3) | | min ≤ med ≤ max: | | 37.5 ≤ 105.2 ≤ 140.8 | | IQR (CV) : 55.4 (0.4) |
|
6 distinct values |
 |
35924
(98.1%) |
| soil_S
[numeric] |
| Mean (sd) : 2.8 (3.6) | | min ≤ med ≤ max: | | 0.2 ≤ 1.5 ≤ 11.4 | | IQR (CV) : 0.9 (1.3) |
|
5 distinct values |
 |
35924
(98.1%) |
| soil_Zn
[numeric] |
| Mean (sd) : 1.8 (1.7) | | min ≤ med ≤ max: | | 0.5 ≤ 1.1 ≤ 5.2 | | IQR (CV) : 1.5 (0.9) |
|
6 distinct values |
 |
35924
(98.1%) |
| soil_CEC
[numeric] |
| Mean (sd) : 2.3 (3.5) | | min ≤ med ≤ max: | | 0.6 ≤ 1.1 ≤ 12.1 | | IQR (CV) : 0.3 (1.5) |
|
7 distinct values |
 |
35840
(97.9%) |
| soil_ex_Ca
[numeric] |
| Mean (sd) : 8.2 (5.3) | | min ≤ med ≤ max: | | 0.8 ≤ 9.8 ≤ 16.8 | | IQR (CV) : 10.9 (0.6) |
|
7 distinct values |
 |
35840
(97.9%) |
| soil_ex_Mg
[numeric] |
| Mean (sd) : 1.1 (0.8) | | min ≤ med ≤ max: | | 0.1 ≤ 1.1 ≤ 2.8 | | IQR (CV) : 1.2 (0.8) |
|
7 distinct values |
 |
35840
(97.9%) |
| soil_ex_K
[numeric] |
| Mean (sd) : 1.2 (1.7) | | min ≤ med ≤ max: | | 0.3 ≤ 0.4 ≤ 4.9 | | IQR (CV) : 0.2 (1.4) |
|
7 distinct values |
 |
35840
(97.9%) |
| soil_ex_Na
[numeric] |
| Mean (sd) : 0.1 (0.1) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 0.2 | | IQR (CV) : 0.1 (1.4) |
|
4 distinct values |
 |
36079
(98.6%) |
| soil_ex_Al
[numeric] |
| Mean (sd) : 1.3 (1.5) | | min ≤ med ≤ max: | | 0 ≤ 0.6 ≤ 3.6 | | IQR (CV) : 3.3 (1.2) |
|
6 distinct values |
 |
35962
(98.3%) |