| planting_date
[character] |
| 1. 2012-09-27 | | 2. 2019-09-27 | | 3. 2005-09-26 | | 4. 2004-12-09 | | 5. 2004-09-28 | | 6. 2000-12-15 | | 7. 2005-12-14 | | 8. 2013-09-18 | | 9. 1999-12-15 | | 10. 2019-09-01 | | [ 82 others ] |
|
| 3145 | ( | 10.8% | ) | | 2748 | ( | 9.4% | ) | | 1616 | ( | 5.5% | ) | | 1578 | ( | 5.4% | ) | | 1300 | ( | 4.5% | ) | | 1235 | ( | 4.2% | ) | | 1101 | ( | 3.8% | ) | | 1064 | ( | 3.7% | ) | | 826 | ( | 2.8% | ) | | 720 | ( | 2.5% | ) | | 13808 | ( | 47.4% | ) |
|
 |
0
(0.0%) |
| harvest_date
[character] |
| 1. 2013-01-02 | | 2. 2020-01-09 | | 3. 2006-01-16 | | 4. 2005-01-19 | | 5. 2001-04-02 | | 6. 2014-01-02 | | 7. 2002-04-02 | | 8. 2006-04-03 | | 9. 2000-03-28 | | 10. 2005-04-04 | | [ 89 others ] |
|
| 3145 | ( | 10.8% | ) | | 2748 | ( | 9.4% | ) | | 1616 | ( | 5.5% | ) | | 1490 | ( | 5.1% | ) | | 1235 | ( | 4.2% | ) | | 1064 | ( | 3.7% | ) | | 916 | ( | 3.1% | ) | | 856 | ( | 2.9% | ) | | 826 | ( | 2.8% | ) | | 762 | ( | 2.6% | ) | | 14483 | ( | 49.7% | ) |
|
 |
0
(0.0%) |
| season
[character] |
| 1. (Empty string) | | 2. 2019-2020 |
|
|
 |
0
(0.0%) |
| on_farm
[logical] |
|
|
 |
0
(0.0%) |
| is_survey
[logical] |
1. FALSE |
|
 |
0
(0.0%) |
| treatment
[character] |
| 1. (Empty string) | | 2. varieties |
|
|
 |
0
(0.0%) |
| rep
[integer] |
| Mean (sd) : 2.1 (2.4) | | min ≤ med ≤ max: | | 1 ≤ 2 ≤ 47 | | IQR (CV) : 2 (1.2) |
|
47 distinct values |
 |
3155
(10.8%) |
| crop
[character] |
1. potato |
|
|
0
(0.0%) |
| variety
[character] |
| 1. CIP384866.5 | | 2. CIP720064 | | 3. CIP377744.1 | | 4. (Empty string) | | 5. Canchan | | 6. CIP393371.58 | | 7. CIP393280.64 | | 8. Unica | | 9. CIP393079.24 | | 10. CIP393339.242 | | [ 7720 others ] |
|
| 559 | ( | 1.9% | ) | | 502 | ( | 1.7% | ) | | 359 | ( | 1.2% | ) | | 296 | ( | 1.0% | ) | | 185 | ( | 0.6% | ) | | 151 | ( | 0.5% | ) | | 114 | ( | 0.4% | ) | | 114 | ( | 0.4% | ) | | 110 | ( | 0.4% | ) | | 110 | ( | 0.4% | ) | | 26641 | ( | 91.4% | ) |
|
 |
0
(0.0%) |
| variety_code
[character] |
| 1. (Empty string) | | 2. CIP720201 | | 3. CIP308478.59 | | 4. CIP308486.355 | | 5. CIP308488.198 | | 6. CIP308488.92 | | 7. CIP308495.227 | | 8. CIP384866.5 | | 9. CIP308427.194 | | 10. CIP308431.273 | | [ 30 others ] |
|
| 28845 | ( | 99.0% | ) | | 20 | ( | 0.1% | ) | | 16 | ( | 0.1% | ) | | 12 | ( | 0.0% | ) | | 12 | ( | 0.0% | ) | | 12 | ( | 0.0% | ) | | 12 | ( | 0.0% | ) | | 12 | ( | 0.0% | ) | | 8 | ( | 0.0% | ) | | 8 | ( | 0.0% | ) | | 184 | ( | 0.6% | ) |
|
 |
0
(0.0%) |
| yield_part
[character] |
|
|
 |
0
(0.0%) |
| yield
[numeric] |
| Mean (sd) : 18994.2 (12161.8) | | min ≤ med ≤ max: | | 0 ≤ 17000 ≤ 163012.3 | | IQR (CV) : 15895.9 (0.6) |
|
6420 distinct values |
 |
8108
(27.8%) |
| yield_marketable
[numeric] |
| Mean (sd) : 16830.6 (11175.1) | | min ≤ med ≤ max: | | 0 ≤ 15000 ≤ 88550.6 | | IQR (CV) : 15416.7 (0.7) |
|
5361 distinct values |
 |
9945
(34.1%) |
| N_fertilizer
[numeric] |
| Mean (sd) : 188.9 (19.4) | | min ≤ med ≤ max: | | 113.8 ≤ 200 ≤ 200 | | IQR (CV) : 20 (0.1) |
|
3 distinct values |
 |
27657
(94.9%) |
| P_fertilizer
[numeric] |
| Mean (sd) : 107.3 (58.6) | | min ≤ med ≤ max: | | 20.7 ≤ 78.6 ≤ 220 | | IQR (CV) : 110.1 (0.5) |
|
6 distinct values |
 |
27657
(94.9%) |
| K_fertilizer
[numeric] |
| Mean (sd) : 137.6 (35.2) | | min ≤ med ≤ max: | | 0 ≤ 132.8 ≤ 180 | | IQR (CV) : 27.2 (0.3) |
|
5 distinct values |
 |
27657
(94.9%) |
| inoculated
[logical] |
1. FALSE |
|
|
26119
(89.6%) |
| irrigated
[logical] |
|
|
 |
1162
(4.0%) |
| row_spacing
[integer] |
| Min : 90 | | Mean : 96.7 | | Max : 100 |
|
| 90 | : | 6704 | ( | 32.8% | ) | | 100 | : | 13755 | ( | 67.2% | ) |
|
 |
8682
(29.8%) |
| plot_area
[numeric] |
1 distinct value |
1 distinct values |
|
29081
(99.8%) |
| plant_spacing
[integer] |
| Min : 25 | | Mean : 30 | | Max : 30 |
|
| 25 | : | 180 | ( | 0.9% | ) | | 30 | : | 20279 | ( | 99.1% | ) |
|
|
8682
(29.8%) |
| plant_density
[numeric] |
| Mean (sd) : 34638.3 (1819) | | min ≤ med ≤ max: | | 33333.3 ≤ 33333.3 ≤ 40000 | | IQR (CV) : 3703.7 (0.1) |
|
| 33333.33 ! | : | 13063 | ( | 65.5% | ) | | 37037.04 ! | : | 60 | ( | 0.3% | ) | | 37037.04 ! | : | 6644 | ( | 33.3% | ) | | 40000.00 | : | 180 | ( | 0.9% | ) | | ! rounded |
|
|
9194
(31.6%) |
| harvest_days
[integer] |
1 distinct value |
|
|
28512
(97.8%) |
| 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 |
 |
6631
(22.8%) |
| rAUDPC
[numeric] |
| Mean (sd) : 0.2 (0.2) | | min ≤ med ≤ max: | | 0 ≤ 0.2 ≤ 1 | | IQR (CV) : 0.2 (0.9) |
|
4489 distinct values |
 |
12464
(42.8%) |
| fungicide_used
[logical] |
1. TRUE |
|
 |
28629
(98.2%) |
| fungicide_product
[character] |
| 1. (Empty string) | | 2. mancozeb |
|
|
 |
0
(0.0%) |
| country
[character] |
| 1. Ethiopia | | 2. Peru | | 3. Rwanda |
|
| 72 | ( | 0.2% | ) | | 28920 | ( | 99.2% | ) | | 149 | ( | 0.5% | ) |
|
 |
0
(0.0%) |
| adm1
[character] |
| 1. Pasco | | 2. Junin | | 3. (Empty string) | | 4. La Libertad | | 5. Huancavelica | | 6. Lima | | 7. Arequipa | | 8. Cajamarca | | 9. Huanuco | | 10. Huamachuco | | [ 2 others ] |
|
| 13590 | ( | 46.6% | ) | | 11344 | ( | 38.9% | ) | | 1220 | ( | 4.2% | ) | | 860 | ( | 3.0% | ) | | 565 | ( | 1.9% | ) | | 548 | ( | 1.9% | ) | | 277 | ( | 1.0% | ) | | 242 | ( | 0.8% | ) | | 201 | ( | 0.7% | ) | | 117 | ( | 0.4% | ) | | 177 | ( | 0.6% | ) |
|
 |
0
(0.0%) |
| adm2
[character] |
| 1. Oxapampa | | 2. Concepcion | | 3. Chanchamayo | | 4. (Empty string) | | 5. Huancayo | | 6. Lima | | 7. Sanchez Carrion | | 8. Pataz | | 9. Acobamba | | 10. Huancavelica | | [ 9 others ] |
|
| 13590 | ( | 46.6% | ) | | 7856 | ( | 27.0% | ) | | 2142 | ( | 7.4% | ) | | 1454 | ( | 5.0% | ) | | 1316 | ( | 4.5% | ) | | 548 | ( | 1.9% | ) | | 467 | ( | 1.6% | ) | | 393 | ( | 1.3% | ) | | 317 | ( | 1.1% | ) | | 248 | ( | 0.9% | ) | | 810 | ( | 2.8% | ) |
|
 |
0
(0.0%) |
| adm3
[character] |
| 1. Oxapampa | | 2. Mariscal Castilla | | 3. (Empty string) | | 4. San Ramon | | 5. El Tambo | | 6. La Molina | | 7. Quilcas | | 8. Paucara | | 9. San agustin | | 10. Chugay | | [ 15 others ] |
|
| 14212 | ( | 48.8% | ) | | 7856 | ( | 27.0% | ) | | 1967 | ( | 6.7% | ) | | 1496 | ( | 5.1% | ) | | 559 | ( | 1.9% | ) | | 548 | ( | 1.9% | ) | | 456 | ( | 1.6% | ) | | 317 | ( | 1.1% | ) | | 206 | ( | 0.7% | ) | | 158 | ( | 0.5% | ) | | 1366 | ( | 4.7% | ) |
|
 |
0
(0.0%) |
| location
[character] |
| 1. Oxapampa | | 2. Viena | | 3. Cachupia | | 4. San Ramon | | 5. (Empty string) | | 6. San Ramón | | 7. Santa Ana | | 8. La Molina | | 9. Quilcas | | 10. Huancayo | | [ 38 others ] |
|
| 13590 | ( | 46.6% | ) | | 5802 | ( | 19.9% | ) | | 2054 | ( | 7.0% | ) | | 1496 | ( | 5.1% | ) | | 1263 | ( | 4.3% | ) | | 646 | ( | 2.2% | ) | | 559 | ( | 1.9% | ) | | 548 | ( | 1.9% | ) | | 336 | ( | 1.2% | ) | | 212 | ( | 0.7% | ) | | 2635 | ( | 9.0% | ) |
|
 |
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 |
 |
4313
(14.8%) |
| 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 |
 |
28379
(97.4%) |
| 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 |
 |
28379
(97.4%) |
| 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 |
 |
28379
(97.4%) |
| 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 |
 |
28379
(97.4%) |
| 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 |
 |
28379
(97.4%) |
| 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 |
 |
28562
(98.0%) |
| soil_K
[numeric] |
1 distinct value |
1 distinct values |
|
29057
(99.7%) |
| 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 |
 |
28379
(97.4%) |
| 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 |
 |
28463
(97.7%) |
| 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 |
 |
28463
(97.7%) |
| 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 |
 |
28463
(97.7%) |
| 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 |
 |
28463
(97.7%) |
| 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 |
 |
28463
(97.7%) |
| 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 |
 |
28379
(97.4%) |
| 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 |
 |
28379
(97.4%) |
| 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 |
 |
28379
(97.4%) |
| 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 |
 |
28379
(97.4%) |
| 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 |
 |
28618
(98.2%) |
| 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 |
 |
28501
(97.8%) |