| plot_id
[character] |
| 1. (Empty string) | | 2. 1 | | 3. 2 | | 4. C0N0 | | 5. C0N4 | | 6. C1N0 | | 7. C1N4 | | 8. 3 | | 9. 6 | | 10. 9 | | [ 9944 others ] |
|
| 449255 | ( | 83.7% | ) | | 926 | ( | 0.2% | ) | | 903 | ( | 0.2% | ) | | 880 | ( | 0.2% | ) | | 880 | ( | 0.2% | ) | | 880 | ( | 0.2% | ) | | 880 | ( | 0.2% | ) | | 867 | ( | 0.2% | ) | | 865 | ( | 0.2% | ) | | 864 | ( | 0.2% | ) | | 79669 | ( | 14.8% | ) |
|
 |
0
(0.0%) |
| block_id
[character] |
| 1. (Empty string) | | 2. r_1 | | 3. r_2 | | 4. r_3 | | 5. 1 | | 6. 2 | | 7. 3 | | 8. 4 | | 9. 5 | | 10. 6 | | [ 6 others ] |
|
| 534948 | ( | 99.6% | ) | | 224 | ( | 0.0% | ) | | 222 | ( | 0.0% | ) | | 221 | ( | 0.0% | ) | | 144 | ( | 0.0% | ) | | 144 | ( | 0.0% | ) | | 144 | ( | 0.0% | ) | | 144 | ( | 0.0% | ) | | 144 | ( | 0.0% | ) | | 144 | ( | 0.0% | ) | | 390 | ( | 0.1% | ) |
|
 |
0
(0.0%) |
| growth_stage
[character] |
| 1. (Empty string) | | 2. maize had six fully | | 3. Post maize harvestin |
|
| 536618 | ( | 100.0% | ) | | 68 | ( | 0.0% | ) | | 183 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| LTE_name
[character] |
| 1. (Empty string) | | 2. LTCCE-HP |
|
|
 |
0
(0.0%) |
| season
[character] |
| 1. (Empty string) | | 2. dry | | 3. wet | | 4. kharif | | 5. early wet | | 6. late wet | | 7. first | | 8. rabi | | 9. second | | 10. Long rainy season | | [ 36 others ] |
|
| 481926 | ( | 89.8% | ) | | 7953 | ( | 1.5% | ) | | 6975 | ( | 1.3% | ) | | 5070 | ( | 0.9% | ) | | 4550 | ( | 0.8% | ) | | 4331 | ( | 0.8% | ) | | 3637 | ( | 0.7% | ) | | 3414 | ( | 0.6% | ) | | 3178 | ( | 0.6% | ) | | 2995 | ( | 0.6% | ) | | 12840 | ( | 2.4% | ) |
|
 |
0
(0.0%) |
| flooded
[logical] |
|
|
 |
535646
(99.8%) |
| treatment
[character] |
| 1. (Empty string) | | 2. control | | 3. Check | | 4. CA+Mz/leg | | 5. CA+Mz | | 6. Germplasm | | 7. NPK | | 8. conventional tillage | | 9. reduced irrigation w | | 10. zero tillage | | [ 8708 others ] |
|
| 229283 | ( | 42.7% | ) | | 19767 | ( | 3.7% | ) | | 7994 | ( | 1.5% | ) | | 7949 | ( | 1.5% | ) | | 7913 | ( | 1.5% | ) | | 7753 | ( | 1.4% | ) | | 4654 | ( | 0.9% | ) | | 4500 | ( | 0.8% | ) | | 4500 | ( | 0.8% | ) | | 4500 | ( | 0.8% | ) | | 238056 | ( | 44.3% | ) |
|
 |
0
(0.0%) |
| rep
[integer] |
| Mean (sd) : 10.6 (57.3) | | min ≤ med ≤ max: | | 0 ≤ 3 ≤ 757 | | IQR (CV) : 1 (5.4) |
|
758 distinct values |
 |
290796
(54.2%) |
| crop
[character] |
| 1. maize | | 2. (Empty string) | | 3. cassava | | 4. common bean | | 5. rice | | 6. wheat | | 7. soybean | | 8. durum wheat | | 9. sorghum | | 10. groundnut | | [ 101 others ] |
|
| 146832 | ( | 27.3% | ) | | 102412 | ( | 19.1% | ) | | 72800 | ( | 13.6% | ) | | 40344 | ( | 7.5% | ) | | 39882 | ( | 7.4% | ) | | 34933 | ( | 6.5% | ) | | 25303 | ( | 4.7% | ) | | 15056 | ( | 2.8% | ) | | 9190 | ( | 1.7% | ) | | 8473 | ( | 1.6% | ) | | 41644 | ( | 7.8% | ) |
|
 |
0
(0.0%) |
| intercropped
[logical] |
|
|
 |
529002
(98.5%) |
| intercrops
[character] |
| 1. (Empty string) | | 2. none | | 3. maize | | 4. legume | | 5. cassava | | 6. cowpea | | 7. groundnut | | 8. pigeon pea | | 9. soybean | | 10. common bean | | [ 48 others ] |
|
| 429739 | ( | 80.0% | ) | | 55037 | ( | 10.3% | ) | | 22492 | ( | 4.2% | ) | | 7468 | ( | 1.4% | ) | | 5230 | ( | 1.0% | ) | | 1956 | ( | 0.4% | ) | | 1926 | ( | 0.4% | ) | | 1855 | ( | 0.3% | ) | | 1608 | ( | 0.3% | ) | | 1469 | ( | 0.3% | ) | | 8089 | ( | 1.5% | ) |
|
 |
0
(0.0%) |
| intercrop_type
[character] |
| 1. (Empty string) | | 2. mixed | | 3. monocrop | | 4. none | | 5. row | | 6. strip | | 7. unknown |
|
| 530537 | ( | 98.8% | ) | | 1948 | ( | 0.4% | ) | | 19 | ( | 0.0% | ) | | 270 | ( | 0.1% | ) | | 71 | ( | 0.0% | ) | | 744 | ( | 0.1% | ) | | 3280 | ( | 0.6% | ) |
|
 |
0
(0.0%) |
| intercrop_fraction
[numeric] |
| Mean (sd) : 0.6 (0.2) | | min ≤ med ≤ max: | | 0.3 ≤ 0.5 ≤ 1 | | IQR (CV) : 0.2 (0.4) |
|
4 distinct values |
 |
536398
(99.9%) |
| previous_crop
[character] |
| 1. (Empty string) | | 2. maize | | 3. rice | | 4. cowpea | | 5. soybean | | 6. wheat | | 7. common bean | | 8. groundnut | | 9. faba bean | | 10. faba bean; potato | | [ 93 others ] |
|
| 490686 | ( | 91.4% | ) | | 11145 | ( | 2.1% | ) | | 8227 | ( | 1.5% | ) | | 7345 | ( | 1.4% | ) | | 2614 | ( | 0.5% | ) | | 2474 | ( | 0.5% | ) | | 1722 | ( | 0.3% | ) | | 1590 | ( | 0.3% | ) | | 1173 | ( | 0.2% | ) | | 1152 | ( | 0.2% | ) | | 8741 | ( | 1.6% | ) |
|
 |
0
(0.0%) |
| crop_rotation
[character] |
| 1. (Empty string) | | 2. none | | 3. maize | | 4. maize;soybean | | 5. maize;legume | | 6. maize;maize | | 7. rice;maize | | 8. maize;rice | | 9. maize;forage crop;fo | | 10. groundnut | | [ 152 others ] |
|
| 498082 | ( | 92.8% | ) | | 7737 | ( | 1.4% | ) | | 5618 | ( | 1.0% | ) | | 4902 | ( | 0.9% | ) | | 2528 | ( | 0.5% | ) | | 2095 | ( | 0.4% | ) | | 1505 | ( | 0.3% | ) | | 1476 | ( | 0.3% | ) | | 1125 | ( | 0.2% | ) | | 1096 | ( | 0.2% | ) | | 10705 | ( | 2.0% | ) |
|
 |
0
(0.0%) |
| cover_crop
[character] |
| 1. (Empty string) | | 2. none | | 3. vetch | | 4. annual ryegrass | | 5. annual ryegrass;red | | 6. red clover;white clo | | 7. brown mustard | | 8. brown mustard;hairy | | 9. rye | | 10. radish | | [ 10 others ] |
|
| 533519 | ( | 99.4% | ) | | 1700 | ( | 0.3% | ) | | 668 | ( | 0.1% | ) | | 192 | ( | 0.0% | ) | | 144 | ( | 0.0% | ) | | 144 | ( | 0.0% | ) | | 128 | ( | 0.0% | ) | | 128 | ( | 0.0% | ) | | 98 | ( | 0.0% | ) | | 48 | ( | 0.0% | ) | | 100 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| cover_crop_used
[logical] |
|
|
 |
536090
(99.9%) |
| emergence_date
[IDate,
Date] |
| min : 2009-07-31 | | med : 2016-07-16 | | max : 2025-06-24 | | range : 15y 10m 24d |
|
342 distinct values |
 |
528591
(98.5%) |
| heading_date
[IDate,
Date] |
| min : 2012-02-07 | | med : 2012-02-17 | | max : 2013-02-12 | | range : 1y 0m 5d |
|
32 distinct values |
 |
536205
(99.9%) |
| flowering_date
[IDate,
Date] |
| min : 2012-02-01 | | med : 2016-09-22 | | max : 2025-09-20 | | range : 13y 7m 19d |
|
525 distinct values |
 |
528355
(98.4%) |
| maturity_date
[IDate,
Date] |
| min : 1999-01-01 | | med : 2016-11-11 | | max : 2025-10-28 | | range : 26y 9m 27d |
|
409 distinct values |
 |
529462
(98.6%) |
| dmy_roots
[numeric] |
| Mean (sd) : 148.9 (1367.3) | | min ≤ med ≤ max: | | 0 ≤ 1 ≤ 35469.4 | | IQR (CV) : 5.7 (9.2) |
|
2433 distinct values |
 |
524056
(97.6%) |
| dmy_stems
[numeric] |
| Mean (sd) : 4551.8 (2555.3) | | min ≤ med ≤ max: | | 0 ≤ 4260.7 ≤ 36140.6 | | IQR (CV) : 2883.6 (0.6) |
|
11028 distinct values |
 |
511673
(95.3%) |
| dmy_leaves
[numeric] |
| Mean (sd) : 1204.6 (921.9) | | min ≤ med ≤ max: | | 4.1 ≤ 1197 ≤ 19266.8 | | IQR (CV) : 1208.6 (0.8) |
|
2506 distinct values |
 |
533993
(99.5%) |
| dmy_storage
[numeric] |
| Mean (sd) : 5686.2 (4587.1) | | min ≤ med ≤ max: | | 0 ≤ 4655.1 ≤ 45773 | | IQR (CV) : 4218.1 (0.8) |
|
5498 distinct values |
 |
529785
(98.7%) |
| dmy_total
[numeric] |
| Mean (sd) : 6734.2 (7505.2) | | min ≤ med ≤ max: | | 0 ≤ 4659.7 ≤ 80721 | | IQR (CV) : 9707 (1.1) |
|
22270 distinct values |
 |
504511
(94.0%) |
| dmy_residue
[numeric] |
| Mean (sd) : 2826.1 (4033) | | min ≤ med ≤ max: | | 0 ≤ 670 ≤ 33160 | | IQR (CV) : 4426.8 (1.4) |
|
9522 distinct values |
 |
518068
(96.5%) |
| fwy_roots
[numeric] |
| Mean (sd) : 19882.1 (8424.4) | | min ≤ med ≤ max: | | 220 ≤ 19940 ≤ 67300 | | IQR (CV) : 11520 (0.4) |
|
3683 distinct values |
 |
509638
(94.9%) |
| fwy_stems
[numeric] |
| Mean (sd) : 10953.9 (6410.2) | | min ≤ med ≤ max: | | 130 ≤ 9800 ≤ 43931 | | IQR (CV) : 8553 (0.6) |
|
6964 distinct values |
 |
492762
(91.8%) |
| fwy_leaves
[numeric] |
| Mean (sd) : 4885.9 (5030.2) | | min ≤ med ≤ max: | | 0 ≤ 2806.9 ≤ 27835.1 | | IQR (CV) : 4373.9 (1) |
|
3079 distinct values |
 |
533023
(99.3%) |
| fwy_storage
[numeric] |
| Mean (sd) : 42465.4 (30755) | | min ≤ med ≤ max: | | 28.8 ≤ 41650 ≤ 113950 | | IQR (CV) : 59450 (0.7) |
|
775 distinct values |
 |
535964
(99.8%) |
| fwy_total
[numeric] |
| Mean (sd) : 9670.5 (54971.8) | | min ≤ med ≤ max: | | 0 ≤ 3800 ≤ 1718800 | | IQR (CV) : 8092.8 (5.7) |
|
21118 distinct values |
 |
508108
(94.6%) |
| fwy_residue
[numeric] |
| Mean (sd) : 3691 (3817.3) | | min ≤ med ≤ max: | | 0 ≤ 3000 ≤ 111903.6 | | IQR (CV) : 4288.2 (1) |
|
32182 distinct values |
 |
493712
(92.0%) |
| yield_part
[character] |
| 1. grain | | 2. (Empty string) | | 3. roots | | 4. seed | | 5. none | | 6. pod | | 7. tubers | | 8. aboveground biomass | | 9. fruit | | 10. leaves | | [ 3 others ] |
|
| 298898 | ( | 55.7% | ) | | 105184 | ( | 19.6% | ) | | 74222 | ( | 13.8% | ) | | 32363 | ( | 6.0% | ) | | 14129 | ( | 2.6% | ) | | 5436 | ( | 1.0% | ) | | 4873 | ( | 0.9% | ) | | 562 | ( | 0.1% | ) | | 440 | ( | 0.1% | ) | | 357 | ( | 0.1% | ) | | 405 | ( | 0.1% | ) |
|
 |
0
(0.0%) |
| yield
[numeric] |
| Mean (sd) : 6943.4 (11038.7) | | min ≤ med ≤ max: | | 0 ≤ 3810 ≤ 813666.7 | | IQR (CV) : 5334.9 (1.6) |
|
119367 distinct values |
 |
139438
(26.0%) |
| yield_moisture
[numeric] |
| Mean (sd) : 18.1 (23.2) | | min ≤ med ≤ max: | | 0 ≤ 12.5 ≤ 100 | | IQR (CV) : 2 (1.3) |
|
1941 distinct values |
 |
477767
(89.0%) |
| yield_isfresh
[logical] |
|
|
 |
467267
(87.0%) |
| yield_marketable
[numeric] |
| Mean (sd) : 10445.1 (10025.5) | | min ≤ med ≤ max: | | 0 ≤ 8710 ≤ 115554.4 | | IQR (CV) : 17833.2 (1) |
|
3801 distinct values |
 |
524961
(97.8%) |
| grain_fill
[numeric] |
| Mean (sd) : 0.9 (0.1) | | min ≤ med ≤ max: | | 0.1 ≤ 0.9 ≤ 1 | | IQR (CV) : 0.1 (0.2) |
|
496 distinct values |
 |
535851
(99.8%) |
| seed_weight
[numeric] |
| Mean (sd) : 112.7 (136.8) | | min ≤ med ≤ max: | | 0 ≤ 41 ≤ 2625 | | IQR (CV) : 133 (1.2) |
|
5577 distinct values |
 |
511412
(95.3%) |
| uncertainty
[numeric] |
| Mean (sd) : 456.1 (4281.8) | | min ≤ med ≤ max: | | 0 ≤ 0.2 ≤ 40685 | | IQR (CV) : 0.3 (9.4) |
|
114 distinct values |
 |
532583
(99.2%) |
| 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 |
|
| 532568 | ( | 99.2% | ) | | 60 | ( | 0.0% | ) | | 1521 | ( | 0.3% | ) | | 2233 | ( | 0.4% | ) | | 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) : 61.8 (23.5) | | min ≤ med ≤ max: | | 0.8 ≤ 75 ≤ 300 | | IQR (CV) : 30 (0.4) |
|
70 distinct values |
 |
478571
(89.1%) |
| plot_area
[numeric] |
| Mean (sd) : 80.2 (472.7) | | min ≤ med ≤ max: | | 0 ≤ 16.7 ≤ 30000 | | IQR (CV) : 23.8 (5.9) |
|
361 distinct values |
 |
494262
(92.1%) |
| plot_length
[numeric] |
| Mean (sd) : 6.5 (2.4) | | min ≤ med ≤ max: | | 2 ≤ 6 ≤ 25 | | IQR (CV) : 0 (0.4) |
|
8 distinct values |
 |
534449
(99.5%) |
| plot_width
[numeric] |
| Mean (sd) : 5.1 (0.6) | | min ≤ med ≤ max: | | 3 ≤ 5 ≤ 8 | | IQR (CV) : 0 (0.1) |
|
7 distinct values |
 |
534449
(99.5%) |
| plant_spacing
[numeric] |
| Mean (sd) : 23.8 (15.3) | | min ≤ med ≤ max: | | 2 ≤ 25 ≤ 100 | | IQR (CV) : 15 (0.6) |
|
37 distinct values |
 |
494697
(92.1%) |
| plant_density
[numeric] |
| Mean (sd) : 2775737 (116466247) | | min ≤ med ≤ max: | | 0 ≤ 44444 ≤ 5080056000 | | IQR (CV) : 86151 (42) |
|
14423 distinct values |
 |
445597
(83.0%) |
| leaf_density
[numeric] |
| Mean (sd) : 1873094 (545239.9) | | min ≤ med ≤ max: | | 966933.3 ≤ 1732978 ≤ 3153000 | | IQR (CV) : 842366.7 (0.3) |
|
54 distinct values |
 |
536653
(100.0%) |
| tuber_density
[numeric] |
| Mean (sd) : 35535 (5256.5) | | min ≤ med ≤ max: | | 26666.7 ≤ 34444.4 ≤ 51111.1 | | IQR (CV) : 5555.6 (0.1) |
|
17 distinct values |
 |
536653
(100.0%) |
| vine_density
[numeric] |
| Mean (sd) : 204060.7 (112297) | | min ≤ med ≤ max: | | 26666.7 ≤ 200261.1 ≤ 550000 | | IQR (CV) : 140944.4 (0.6) |
|
51 distinct values |
 |
536653
(100.0%) |
| stake_orientation
[character] |
| 1. (Empty string) | | 2. horizontal | | 3. slanted | | 4. vertical |
|
| 536611 | ( | 100.0% | ) | | 86 | ( | 0.0% | ) | | 86 | ( | 0.0% | ) | | 86 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| cob_density
[numeric] |
| Mean (sd) : 42895.1 (12651.8) | | min ≤ med ≤ max: | | 2222 ≤ 42218 ≤ 100080 | | IQR (CV) : 13376 (0.3) |
|
232 distinct values |
 |
536038
(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 |
 |
534961
(99.6%) |
| pod_density
[numeric] |
| Mean (sd) : 127575 (58052) | | min ≤ med ≤ max: | | 0 ≤ 140000 ≤ 250000 | | IQR (CV) : 85000 (0.5) |
|
39 distinct values |
 |
534469
(99.6%) |
| rain
[numeric] |
| Mean (sd) : 904.5 (435.9) | | min ≤ med ≤ max: | | 0 ≤ 858 ≤ 3000 | | IQR (CV) : 672 (0.5) |
|
1276 distinct values |
 |
476303
(88.7%) |
| emergence_days
[integer] |
| Mean (sd) : 8.7 (2.7) | | min ≤ med ≤ max: | | 5 ≤ 8 ≤ 89 | | IQR (CV) : 2 (0.3) |
|
19 distinct values |
 |
530219
(98.8%) |
| transplanting_days
[integer] |
1 distinct value |
|
 |
523375
(97.5%) |
| heading_days
[integer] |
| Mean (sd) : 83.6 (3.5) | | min ≤ med ≤ max: | | 77 ≤ 83 ≤ 95 | | IQR (CV) : 5 (0) |
|
17 distinct values |
 |
536677
(100.0%) |
| flowering_days
[numeric] |
| Mean (sd) : 72.1 (21.2) | | min ≤ med ≤ max: | | 19 ≤ 76 ≤ 175 | | IQR (CV) : 22 (0.3) |
|
138 distinct values |
 |
526443
(98.1%) |
| podding_days
[integer] |
| Mean (sd) : 60.5 (4.4) | | min ≤ med ≤ max: | | 53 ≤ 60 ≤ 75 | | IQR (CV) : 4 (0.1) |
|
20 distinct values |
 |
536659
(100.0%) |
| anthesis_days
[numeric] |
| Mean (sd) : 76.3 (22.3) | | min ≤ med ≤ max: | | 46 ≤ 78 ≤ 140 | | IQR (CV) : 42 (0.3) |
|
98 distinct values |
 |
533729
(99.4%) |
| silking_days
[numeric] |
| Mean (sd) : 70.8 (9.7) | | min ≤ med ≤ max: | | 46 ≤ 71 ≤ 97 | | IQR (CV) : 16 (0.1) |
|
74 distinct values |
 |
534627
(99.6%) |
| asi
[numeric] |
| Mean (sd) : 3.4 (3) | | min ≤ med ≤ max: | | -3 ≤ 2 ≤ 19 | | IQR (CV) : 4 (0.9) |
|
29 distinct values |
 |
534026
(99.5%) |
| tassling_days
[integer] |
| Mean (sd) : 68.1 (8.2) | | min ≤ med ≤ max: | | 49 ≤ 68 ≤ 87 | | IQR (CV) : 12 (0.1) |
|
39 distinct values |
 |
535016
(99.7%) |
| maturity_days
[integer] |
| Mean (sd) : 120.4 (16.8) | | min ≤ med ≤ max: | | 78 ≤ 120 ≤ 221 | | IQR (CV) : 20 (0.1) |
|
98 distinct values |
 |
525529
(97.9%) |
| harvest_days
[integer] |
| Mean (sd) : 115.9 (21.8) | | min ≤ med ≤ max: | | 60 ≤ 110 ≤ 184 | | IQR (CV) : 28 (0.2) |
|
103 distinct values |
 |
525705
(97.9%) |
| plant_height
[numeric] |
| Mean (sd) : 98.7 (62.6) | | min ≤ med ≤ max: | | 0 ≤ 85 ≤ 634 | | IQR (CV) : 20.6 (0.6) |
|
2961 distinct values |
 |
502660
(93.6%) |
| ear_height
[numeric] |
| Mean (sd) : 97.1 (38.3) | | min ≤ med ≤ max: | | 34.6 ≤ 88.8 ≤ 338.8 | | IQR (CV) : 27.8 (0.4) |
|
512 distinct values |
 |
535248
(99.7%) |
| root_infection
[numeric] |
| Mean (sd) : 4.4 (8.7) | | min ≤ med ≤ max: | | 0 ≤ 0.2 ≤ 100 | | IQR (CV) : 5.9 (2) |
|
2180 distinct values |
 |
533401
(99.4%) |
| 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 |
 |
536745
(100.0%) |
| nodule_weight
[numeric] |
| Mean (sd) : 51.9 (122.1) | | min ≤ med ≤ max: | | 0 ≤ 2.3 ≤ 1133.2 | | IQR (CV) : 28.8 (2.4) |
|
472 distinct values |
 |
536133
(99.9%) |
| nodule_plant
[numeric] |
| Mean (sd) : 26.1 (27.3) | | min ≤ med ≤ max: | | 0 ≤ 18.6 ≤ 153.8 | | IQR (CV) : 16.9 (1) |
|
277 distinct values |
 |
536279
(99.9%) |
| germination_rate
[numeric] |
| Mean (sd) : 83.2 (6.8) | | min ≤ med ≤ max: | | 65.8 ≤ 83.7 ≤ 95.5 | | IQR (CV) : 9 (0.1) |
|
19 distinct values |
 |
536093
(99.9%) |
| season_constraint
[character] |
| 1. (Empty string) | | 2. none | | 3. drought | | 4. initially drought & | | 5. flood | | 6. frost | | 7. initially drought | | 8. sometime flood | | 9. sometime drought | | 10. frost;drought | | [ 4 others ] |
|
| 533938 | ( | 99.5% | ) | | 1613 | ( | 0.3% | ) | | 410 | ( | 0.1% | ) | | 295 | ( | 0.1% | ) | | 196 | ( | 0.0% | ) | | 106 | ( | 0.0% | ) | | 80 | ( | 0.0% | ) | | 80 | ( | 0.0% | ) | | 40 | ( | 0.0% | ) | | 35 | ( | 0.0% | ) | | 76 | ( | 0.0% | ) |
|
 |
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 ] |
|
| 488942 | ( | 91.1% | ) | | 1854 | ( | 0.3% | ) | | 1723 | ( | 0.3% | ) | | 1627 | ( | 0.3% | ) | | 1435 | ( | 0.3% | ) | | 1406 | ( | 0.3% | ) | | 1359 | ( | 0.3% | ) | | 1325 | ( | 0.2% | ) | | 1316 | ( | 0.2% | ) | | 1252 | ( | 0.2% | ) | | 34630 | ( | 6.5% | ) |
|
 |
0
(0.0%) |
| weed_density
[numeric] |
| Mean (sd) : 1179.9 (1920) | | min ≤ med ≤ max: | | 0 ≤ 147.3 ≤ 8940 | | IQR (CV) : 1444 (1.6) |
|
254 distinct values |
 |
535749
(99.8%) |
| weed_biomass
[numeric] |
| Mean (sd) : 309.5 (379.4) | | min ≤ med ≤ max: | | 0 ≤ 169.6 ≤ 3952.8 | | IQR (CV) : 426.8 (1.2) |
|
4469 distinct values |
 |
529913
(98.7%) |
| weed_severity
[character] |
| 1. (Empty string) | | 2. 1 | | 3. 2 | | 4. 3 | | 5. absent | | 6. high | | 7. low | | 8. medium | | 9. mild |
|
| 536427 | ( | 99.9% | ) | | 72 | ( | 0.0% | ) | | 120 | ( | 0.0% | ) | | 72 | ( | 0.0% | ) | | 32 | ( | 0.0% | ) | | 30 | ( | 0.0% | ) | | 17 | ( | 0.0% | ) | | 51 | ( | 0.0% | ) | | 48 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| weed_cover
[integer] |
| Mean (sd) : 26 (26) | | min ≤ med ≤ max: | | 0 ≤ 15 ≤ 100 | | IQR (CV) : 20 (1) |
|
22 distinct values |
 |
535861
(99.8%) |
| pest_severity
[character] |
| 1. (Empty string) | | 2. 1 | | 3. 2 | | 4. 3 | | 5. mild | | 6. moderate | | 7. 1.38 | | 8. 1.41 | | 9. 1.73 | | 10. 1.77 | | [ 124 others ] |
|
| 536309 | ( | 99.9% | ) | | 108 | ( | 0.0% | ) | | 98 | ( | 0.0% | ) | | 60 | ( | 0.0% | ) | | 46 | ( | 0.0% | ) | | 34 | ( | 0.0% | ) | | 4 | ( | 0.0% | ) | | 4 | ( | 0.0% | ) | | 4 | ( | 0.0% | ) | | 4 | ( | 0.0% | ) | | 198 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| pest_species
[character] |
| 1. (Empty string) | | 2. Busseola fusca;Phyll | | 3. stem borer | | 4. none | | 5. rust | | 6. crazy root/gall | | 7. mealybug | | 8. nematode | | 9. scale insect | | 10. Aphids | | [ 9 others ] |
|
| 535446 | ( | 99.7% | ) | | 738 | ( | 0.1% | ) | | 139 | ( | 0.0% | ) | | 132 | ( | 0.0% | ) | | 112 | ( | 0.0% | ) | | 54 | ( | 0.0% | ) | | 54 | ( | 0.0% | ) | | 54 | ( | 0.0% | ) | | 54 | ( | 0.0% | ) | | 18 | ( | 0.0% | ) | | 68 | ( | 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 |
 |
536757
(100.0%) |
| disease_severity
[character] |
| 1. (Empty string) | | 2. 1 | | 3. 0 | | 4. 2 | | 5. 3 | | 6. mild | | 7. 63 | | 8. 38 | | 9. 65 | | 10. 18 | | [ 200 others ] |
|
| 535360 | ( | 99.7% | ) | | 230 | ( | 0.0% | ) | | 179 | ( | 0.0% | ) | | 125 | ( | 0.0% | ) | | 96 | ( | 0.0% | ) | | 74 | ( | 0.0% | ) | | 45 | ( | 0.0% | ) | | 30 | ( | 0.0% | ) | | 25 | ( | 0.0% | ) | | 22 | ( | 0.0% | ) | | 683 | ( | 0.1% | ) |
|
|
0
(0.0%) |
| severity_scale
[character] |
| 1. (Empty string) | | 2. 1-5 | | 3. 1-5, 1=least severe | | 4. 1-9 |
|
| 536545 | ( | 99.9% | ) | | 36 | ( | 0.0% | ) | | 216 | ( | 0.0% | ) | | 72 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| disease_incidence
[numeric] |
| Mean (sd) : 8 (13.2) | | min ≤ med ≤ max: | | 0 ≤ 1 ≤ 50 | | IQR (CV) : 24.6 (1.6) |
|
72 distinct values |
 |
536243
(99.9%) |
| disease
[character] |
| 1. (Empty string) | | 2. Anthracnose | | 3. halo blight | | 4. none | | 5. stem rot | | 6. tuber rot |
|
| 536172 | ( | 99.9% | ) | | 36 | ( | 0.0% | ) | | 6 | ( | 0.0% | ) | | 132 | ( | 0.0% | ) | | 307 | ( | 0.1% | ) | | 216 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| residue_type
[character] |
| 1. (Empty string) | | 2. grass | | 3. maize residues | | 4. maize stalks | | 5. none | | 6. weeds |
|
| 535315 | ( | 99.7% | ) | | 41 | ( | 0.0% | ) | | 42 | ( | 0.0% | ) | | 588 | ( | 0.1% | ) | | 147 | ( | 0.0% | ) | | 736 | ( | 0.1% | ) |
|
|
0
(0.0%) |
| residue_prevcrop
[numeric] |
| Mean (sd) : 2490.5 (2828.1) | | min ≤ med ≤ max: | | 0 ≤ 2000 ≤ 19042.2 | | IQR (CV) : 4000 (1.1) |
|
37 distinct values |
 |
533010
(99.3%) |
| residue_prevcrop_used
[logical] |
|
|
 |
527748
(98.3%) |
| 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 |
 |
536486
(99.9%) |
| previous_crop_residue_perc
[numeric] |
| Mean (sd) : 26.6 (24.2) | | min ≤ med ≤ max: | | 0 ≤ 25 ≤ 100 | | IQR (CV) : 49.9 (0.9) |
|
36 distinct values |
 |
528007
(98.3%) |
| previous_crop_residue_management
[character] |
| 1. (Empty string) | | 2. burned straw | | 3. incorporated straw | | 4. Low | | 5. maize stover | | 6. maize_stover | | 7. Moderate | | 8. removed straw | | 9. retained straw | | 10. tithonia | | 11. unknown |
|
| 531383 | ( | 99.0% | ) | | 9 | ( | 0.0% | ) | | 18 | ( | 0.0% | ) | | 84 | ( | 0.0% | ) | | 934 | ( | 0.2% | ) | | 441 | ( | 0.1% | ) | | 180 | ( | 0.0% | ) | | 9 | ( | 0.0% | ) | | 9 | ( | 0.0% | ) | | 42 | ( | 0.0% | ) | | 3760 | ( | 0.7% | ) |
|
 |
0
(0.0%) |
| flood_stress
[integer] |
|
|
 |
536605
(100.0%) |
| drought_stress
[character] |
| 1. (Empty string) | | 2. 1 | | 3. 3 | | 4. absent | | 5. mild | | 6. none | | 7. severe |
|
| 536387 | ( | 99.9% | ) | | 240 | ( | 0.0% | ) | | 24 | ( | 0.0% | ) | | 32 | ( | 0.0% | ) | | 48 | ( | 0.0% | ) | | 78 | ( | 0.0% | ) | | 60 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| stress
[character] |
| 1. (Empty string) | | 2. excess water | | 3. excess water;phospho | | 4. none | | 5. pests;disease;excess | | 6. pests;disease;phosph | | 7. phosphorus deficienc |
|
| 536771 | ( | 100.0% | ) | | 7 | ( | 0.0% | ) | | 4 | ( | 0.0% | ) | | 25 | ( | 0.0% | ) | | 6 | ( | 0.0% | ) | | 41 | ( | 0.0% | ) | | 15 | ( | 0.0% | ) |
|
|
0
(0.0%) |
| LAI
[numeric] |
| Mean (sd) : 2.5 (2.4) | | min ≤ med ≤ max: | | 0 ≤ 2.2 ≤ 130 | | IQR (CV) : 2.1 (1) |
|
2199 distinct values |
 |
532435
(99.2%) |
| harvest_index
[numeric] |
| Mean (sd) : 15.5 (21.2) | | min ≤ med ≤ max: | | 0 ≤ 0.5 ≤ 145.9 | | IQR (CV) : 38.1 (1.4) |
|
10460 distinct values |
 |
519076
(96.7%) |
| farmer_gender
[character] |
| 1. (Empty string) | | 2. F | | 3. M |
|
| 535388 | ( | 99.7% | ) | | 632 | ( | 0.1% | ) | | 849 | ( | 0.2% | ) |
|
 |
0
(0.0%) |
| virus_severity
[numeric] |
| Mean (sd) : 2.1 (1) | | min ≤ med ≤ max: | | 1 ≤ 2 ≤ 5 | | IQR (CV) : 2 (0.5) |
|
6 distinct values |
 |
536761
(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 |
 |
536833
(100.0%) |
| CA_years
[integer] |
| Mean (sd) : 7.2 (5.1) | | min ≤ med ≤ max: | | 0 ≤ 7 ≤ 35 | | IQR (CV) : 9 (0.7) |
|
27 distinct values |
 |
508200
(94.7%) |
| striga_trial
[logical] |
1. FALSE |
|
 |
536467
(99.9%) |
| borer_trial
[logical] |
1. FALSE |
|
|
536467
(99.9%) |
| striga_infected
[logical] |
1. FALSE |
|
|
536467
(99.9%) |
| tree_density
[numeric] |
| Mean (sd) : 15.8 (18.9) | | min ≤ med ≤ max: | | 0 ≤ 10 ≤ 144 | | IQR (CV) : 15.1 (1.2) |
|
74 distinct values |
 |
536487
(99.9%) |
| shrub_density
[numeric] |
| Mean (sd) : 34.2 (31.4) | | min ≤ med ≤ max: | | 0 ≤ 27.5 ≤ 200 | | IQR (CV) : 36.8 (0.9) |
|
93 distinct values |
 |
536487
(99.9%) |
| frac_int_radiation
[numeric] |
| Mean (sd) : 0.5 (0.3) | | min ≤ med ≤ max: | | -0.1 ≤ 0.5 ≤ 1 | | IQR (CV) : 0.4 (0.6) |
|
476 distinct values |
 |
536348
(99.9%) |
| stake_diameter
[integer] |
| Min : 20 | | Mean : 26.5 | | Max : 33 |
|
| 20 | : | 108 | ( | 50.0% | ) | | 33 | : | 108 | ( | 50.0% | ) |
|
 |
536653
(100.0%) |
| SPAD
[numeric] |
| Mean (sd) : 48.6 (8.7) | | min ≤ med ≤ max: | | 21.8 ≤ 50.1 ≤ 71.2 | | IQR (CV) : 11.1 (0.2) |
|
640 distinct values |
 |
535933
(99.8%) |
| leaf_N
[numeric] |
| Mean (sd) : 12.1 (17.8) | | min ≤ med ≤ max: | | 0 ≤ 2.3 ≤ 157.7 | | IQR (CV) : 27.7 (1.5) |
|
2876 distinct values |
 |
532279
(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 |
 |
535997
(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 |
 |
536170
(99.9%) |
| leaf_K
[numeric] |
| Mean (sd) : 4.7 (6.1) | | min ≤ med ≤ max: | | 0 ≤ 1.9 ≤ 23.8 | | IQR (CV) : 2.4 (1.3) |
|
2693 distinct values |
 |
532627
(99.2%) |
| leaf_P
[numeric] |
| Mean (sd) : 0.6 (0.9) | | min ≤ med ≤ max: | | 0 ≤ 0.2 ≤ 5 | | IQR (CV) : 0.3 (1.4) |
|
2618 distinct values |
 |
532627
(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 |
 |
535878
(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 |
 |
533678
(99.4%) |
| 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 |
 |
533678
(99.4%) |
| 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 |
 |
534696
(99.6%) |
| leaf_Zn
[numeric] |
| Mean (sd) : 1231 (5460.4) | | min ≤ med ≤ max: | | 1.7 ≤ 15 ≤ 46900 | | IQR (CV) : 9.4 (4.4) |
|
2428 distinct values |
 |
533678
(99.4%) |
| 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 |
 |
533822
(99.4%) |
| 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 |
 |
533822
(99.4%) |
| 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 |
 |
533822
(99.4%) |
| leaf_Al
[integer] |
| Mean (sd) : 31162.3 (20093.5) | | min ≤ med ≤ max: | | 10000 ≤ 28600 ≤ 231900 | | IQR (CV) : 17000 (0.6) |
|
129 distinct values |
 |
536710
(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 |
 |
535915
(99.8%) |
| grain_N
[numeric] |
| Mean (sd) : 28.8 (111.7) | | min ≤ med ≤ max: | | 0 ≤ 12.5 ≤ 2710 | | IQR (CV) : 20.4 (3.9) |
|
7270 distinct values |
 |
525784
(97.9%) |
| grain_K
[numeric] |
| Mean (sd) : 11.9 (41.2) | | min ≤ med ≤ max: | | 0 ≤ 2.7 ≤ 256 | | IQR (CV) : 3.3 (3.4) |
|
4468 distinct values |
 |
530655
(98.8%) |
| grain_P
[numeric] |
| Mean (sd) : 5.6 (10.1) | | min ≤ med ≤ max: | | 0 ≤ 2.1 ≤ 49 | | IQR (CV) : 3.1 (1.8) |
|
6040 distinct values |
 |
524689
(97.7%) |
| grain_S
[numeric] |
| Mean (sd) : 0.9 (1.1) | | min ≤ med ≤ max: | | 0 ≤ 0.9 ≤ 18.1 | | IQR (CV) : 1 (1.2) |
|
1454 distinct values |
 |
533487
(99.4%) |
| grain_Mg
[numeric] |
| Mean (sd) : 0.8 (0.9) | | min ≤ med ≤ max: | | 0 ≤ 0.7 ≤ 5.7 | | IQR (CV) : 1.1 (1.1) |
|
2302 distinct values |
 |
532935
(99.3%) |
| 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 |
 |
533164
(99.3%) |
| grain_Fe
[numeric] |
| Mean (sd) : 13.5 (38.3) | | min ≤ med ≤ max: | | -0.4 ≤ 0.1 ≤ 1237.3 | | IQR (CV) : 0 (2.8) |
|
3476 distinct values |
 |
527666
(98.3%) |
| grain_Zn
[numeric] |
| Mean (sd) : 10.2 (21.5) | | min ≤ med ≤ max: | | -0.4 ≤ 0 ≤ 282.4 | | IQR (CV) : 15.9 (2.1) |
|
4507 distinct values |
 |
522659
(97.4%) |
| grain_Cu
[numeric] |
| Mean (sd) : 3.4 (4.6) | | min ≤ med ≤ max: | | -0.1 ≤ 1.7 ≤ 51.1 | | IQR (CV) : 5.2 (1.4) |
|
2341 distinct values |
 |
533589
(99.4%) |
| grain_Mn
[numeric] |
| Mean (sd) : 53.8 (194.2) | | min ≤ med ≤ max: | | 0 ≤ 5.5 ≤ 3544.4 | | IQR (CV) : 24.4 (3.6) |
|
2450 distinct values |
 |
533689
(99.4%) |
| grain_B
[numeric] |
| Mean (sd) : 6.4 (8.8) | | min ≤ med ≤ max: | | 0 ≤ 1.6 ≤ 37.5 | | IQR (CV) : 10.5 (1.4) |
|
1184 distinct values |
 |
535427
(99.7%) |
| 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 |
 |
536589
(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 |
 |
536021
(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 |
 |
536857
(100.0%) |
| grain_Mo
[numeric] |
| Mean (sd) : 0 (0) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 0 | | IQR (CV) : 0 (1.6) |
|
259 distinct values |
 |
536580
(99.9%) |
| grain_C
[numeric] |
| Mean (sd) : 442.9 (2.1) | | min ≤ med ≤ max: | | 437.9 ≤ 442.9 ≤ 447.4 | | IQR (CV) : 2.9 (0) |
|
47 distinct values |
 |
536821
(100.0%) |
| grain_protein
[numeric] |
| Mean (sd) : 77.6 (104.6) | | min ≤ med ≤ max: | | 0 ≤ 23.7 ≤ 919.2 | | IQR (CV) : 102.1 (1.3) |
|
3080 distinct values |
 |
529880
(98.7%) |
| residue_N
[numeric] |
| Mean (sd) : 10.7 (23.4) | | min ≤ med ≤ max: | | 0 ≤ 5.5 ≤ 267.1 | | IQR (CV) : 8.5 (2.2) |
|
4037 distinct values |
 |
531061
(98.9%) |
| residue_P
[numeric] |
| Mean (sd) : 1.9 (4.9) | | min ≤ med ≤ max: | | 0 ≤ 0.4 ≤ 114.4 | | IQR (CV) : 1.9 (2.6) |
|
3764 distinct values |
 |
529275
(98.6%) |
| 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 |
 |
532768
(99.2%) |
| 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 |
 |
534332
(99.5%) |
| 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 |
 |
534393
(99.5%) |
| 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 |
 |
535810
(99.8%) |
| 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 |
 |
535820
(99.8%) |
| 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 |
 |
535848
(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 |
 |
535709
(99.8%) |
| 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 |
 |
536021
(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 |
 |
535152
(99.7%) |
| residue_B
[numeric] |
| Mean (sd) : 0 (0) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 0.1 | | IQR (CV) : 0 (0.8) |
|
70 distinct values |
 |
536785
(100.0%) |
| residue_Mo
[numeric] |
| Mean (sd) : 0 (0) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 0 | | IQR (CV) : 0 (0.4) |
|
22 distinct values |
 |
536847
(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 |
 |
536857
(100.0%) |
| residue_C
[integer] |
| Mean (sd) : 2035.1 (1196.2) | | min ≤ med ≤ max: | | 10 ≤ 2150 ≤ 5750 | | IQR (CV) : 1740 (0.6) |
|
422 distinct values |
 |
530224
(98.8%) |
| root_N
[numeric] |
| Mean (sd) : 52.1 (21) | | min ≤ med ≤ max: | | 20 ≤ 47 ≤ 152.4 | | IQR (CV) : 20 (0.4) |
|
756 distinct values |
 |
536048
(99.8%) |
| root_K
[numeric] |
| Mean (sd) : 50.4 (26.2) | | min ≤ med ≤ max: | | 20.8 ≤ 40 ≤ 155.5 | | IQR (CV) : 21.8 (0.5) |
|
570 distinct values |
 |
536048
(99.8%) |
| root_Na
[numeric] |
| Mean (sd) : 9.4 (6.9) | | min ≤ med ≤ max: | | 1.6 ≤ 7.1 ≤ 41.3 | | IQR (CV) : 8.7 (0.7) |
|
388 distinct values |
 |
536048
(99.8%) |
| sugar_content
[numeric] |
| Mean (sd) : 7.3 (5.6) | | min ≤ med ≤ max: | | 2.2 ≤ 5.5 ≤ 43.5 | | IQR (CV) : 3.4 (0.8) |
|
517 distinct values |
 |
536068
(99.9%) |
| currency
[character] |
| 1. (Empty string) | | 2. ?? | | 3. BDT | | 4. ETB | | 5. MXN | | 6. Tk | | 7. TZS | | 8. USD |
|
| 533421 | ( | 99.4% | ) | | 188 | ( | 0.0% | ) | | 1104 | ( | 0.2% | ) | | 308 | ( | 0.1% | ) | | 96 | ( | 0.0% | ) | | 716 | ( | 0.1% | ) | | 251 | ( | 0.0% | ) | | 785 | ( | 0.1% | ) |
|
 |
0
(0.0%) |
| crop_price
[numeric] |
| Mean (sd) : 1005 (6986.3) | | min ≤ med ≤ max: | | 0 ≤ 5.5 ≤ 50000 | | IQR (CV) : 19.3 (7) |
|
850 distinct values |
 |
534660
(99.6%) |
| fertilizer_cost
[numeric] |
| Mean (sd) : 5175.7 (4955.6) | | min ≤ med ≤ max: | | 0 ≤ 3518.4 ≤ 13904.9 | | IQR (CV) : 9192.3 (1) |
|
273 distinct values |
 |
534717
(99.6%) |
| fertilizer_price
[numeric] |
| Mean (sd) : 86.9 (177.4) | | min ≤ med ≤ max: | | 0 ≤ 24.4 ≤ 1180.6 | | IQR (CV) : 42.3 (2) |
|
56 distinct values |
 |
535148
(99.7%) |
| harvest_cost
[numeric] |
| Mean (sd) : 3821.4 (2068.2) | | min ≤ med ≤ max: | | 123 ≤ 3750 ≤ 11298 | | IQR (CV) : 1998.2 (0.5) |
|
877 distinct values |
 |
535250
(99.7%) |
| herbicide_cost
[numeric] |
| Mean (sd) : 3378.9 (2651.6) | | min ≤ med ≤ max: | | 0 ≤ 3500 ≤ 6601 | | IQR (CV) : 6416 (0.8) |
|
13 distinct values |
 |
536106
(99.9%) |
| herbicide_price
[numeric] |
| Mean (sd) : 9691.8 (17684.6) | | min ≤ med ≤ max: | | 0 ≤ 1160 ≤ 93164 | | IQR (CV) : 4072 (1.8) |
|
26 distinct values |
 |
535470
(99.7%) |
| irrigation_cost
[integer] |
| Mean (sd) : 3.5 (4.2) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 11 | | IQR (CV) : 6 (1.2) |
|
| 0 | : | 78 | ( | 52.7% | ) | | 3 | : | 13 | ( | 8.8% | ) | | 6 | : | 24 | ( | 16.2% | ) | | 9 | : | 14 | ( | 9.5% | ) | | 11 | : | 19 | ( | 12.8% | ) |
|
 |
536721
(100.0%) |
| planting_cost
[integer] |
| Mean (sd) : 53.7 (5.7) | | min ≤ med ≤ max: | | 44 ≤ 57 ≤ 60 | | IQR (CV) : 10 (0.1) |
|
| 44 | : | 40 | ( | 16.9% | ) | | 45 | : | 5 | ( | 2.1% | ) | | 50 | : | 19 | ( | 8.1% | ) | | 52 | : | 48 | ( | 20.3% | ) | | 57 | : | 64 | ( | 27.1% | ) | | 60 | : | 60 | ( | 25.4% | ) |
|
 |
536633
(100.0%) |
| seed_cost
[numeric] |
| Mean (sd) : 1423.5 (872.1) | | min ≤ med ≤ max: | | 0 ≤ 1470 ≤ 3780 | | IQR (CV) : 875 (0.6) |
|
36 distinct values |
 |
535321
(99.7%) |
| seed_price
[integer] |
| Mean (sd) : 61.4 (33.9) | | min ≤ med ≤ max: | | 32 ≤ 50 ≤ 180 | | IQR (CV) : 35 (0.6) |
|
| 32 | : | 193 | ( | 13.9% | ) | | 35 | : | 194 | ( | 14.0% | ) | | 45 | : | 160 | ( | 11.5% | ) | | 50 | : | 158 | ( | 11.4% | ) | | 55 | : | 31 | ( | 2.2% | ) | | 65 | : | 20 | ( | 1.4% | ) | | 70 | : | 506 | ( | 36.5% | ) | | 90 | : | 44 | ( | 3.2% | ) | | 180 | : | 82 | ( | 5.9% | ) |
|
 |
535481
(99.7%) |
| weeding_cost
[integer] |
| Mean (sd) : 101.9 (50.6) | | min ≤ med ≤ max: | | 20 ≤ 100 ≤ 243 | | IQR (CV) : 66 (0.5) |
|
63 distinct values |
 |
536633
(100.0%) |
| weeding_time
[logical] |
|
|
|
536869
(100.0%) |
| weeding_labour
[integer] |
| Mean (sd) : 29.1 (23.9) | | min ≤ med ≤ max: | | 2 ≤ 25 ≤ 89 | | IQR (CV) : 35.2 (0.8) |
|
48 distinct values |
 |
536633
(100.0%) |
| weeding_labour_cost
[logical] |
|
|
|
536869
(100.0%) |
| weeding_equiment_cost
[integer] |
| Min : 0 | | Mean : 2.8 | | Max : 14 |
|
|
 |
536769
(100.0%) |
| weeding_fuel
[logical] |
|
|
|
536869
(100.0%) |
| weeding_fuel_cost
[logical] |
|
|
|
536869
(100.0%) |
| labour
[numeric] |
| Mean (sd) : 4.8 (5.9) | | min ≤ med ≤ max: | | 0.7 ≤ 3 ≤ 34 | | IQR (CV) : 2 (1.2) |
|
228 distinct values |
 |
530896
(98.9%) |
| equipment_cost
[numeric] |
| Mean (sd) : 10347.2 (4830.2) | | min ≤ med ≤ max: | | 3125 ≤ 10000 ≤ 19375 | | IQR (CV) : 8750 (0.5) |
|
65 distinct values |
 |
536532
(99.9%) |
| variable_cost
[integer] |
| Mean (sd) : 405.5 (53.2) | | min ≤ med ≤ max: | | 311 ≤ 397 ≤ 577 | | IQR (CV) : 62.5 (0.1) |
|
102 distinct values |
 |
536633
(100.0%) |
| net_benefit
[integer] |
| Mean (sd) : 600.6 (251.7) | | min ≤ med ≤ max: | | -37 ≤ 650 ≤ 1476 | | IQR (CV) : 356 (0.4) |
|
197 distinct values |
 |
536633
(100.0%) |
| emission_N2O
[numeric] |
| Mean (sd) : 2.3 (14.5) | | min ≤ med ≤ max: | | -10.8 ≤ 0.8 ≤ 790.4 | | IQR (CV) : 1.4 (6.5) |
|
3309 distinct values |
 |
529608
(98.6%) |
| emission_CO2
[numeric] |
| Mean (sd) : 43.3 (66.3) | | min ≤ med ≤ max: | | -7.4 ≤ 16.7 ≤ 606.8 | | IQR (CV) : 35.5 (1.5) |
|
1091 distinct values |
 |
535720
(99.8%) |
| flux_N2O
[integer] |
| Mean (sd) : 18.5 (29.6) | | min ≤ med ≤ max: | | -31 ≤ 7.5 ≤ 244 | | IQR (CV) : 20 (1.6) |
|
95 distinct values |
 |
536401
(99.9%) |
| flux_CO2
[numeric] |
| Mean (sd) : 92.3 (61.7) | | min ≤ med ≤ max: | | -15 ≤ 78 ≤ 383 | | IQR (CV) : 75.2 (0.7) |
|
214 distinct values |
 |
536401
(99.9%) |
| flux_CH4
[numeric] |
| Mean (sd) : 0 (0) | | min ≤ med ≤ max: | | -0.1 ≤ 0 ≤ 0.2 | | IQR (CV) : 0 (-2.4) |
|
452 distinct values |
 |
536401
(99.9%) |
| date
[character] |
| 1. (Empty string) | | 2. 1979 | | 3. 1981 | | 4. 2018 | | 5. 2019 | | 6. 2017 | | 7. 2016 | | 8. 2020 | | 9. 1971 | | 10. 1974 | | [ 1722 others ] |
|
| 461418 | ( | 85.9% | ) | | 1608 | ( | 0.3% | ) | | 1608 | ( | 0.3% | ) | | 1502 | ( | 0.3% | ) | | 1490 | ( | 0.3% | ) | | 1483 | ( | 0.3% | ) | | 869 | ( | 0.2% | ) | | 824 | ( | 0.2% | ) | | 712 | ( | 0.1% | ) | | 712 | ( | 0.1% | ) | | 64643 | ( | 12.0% | ) |
|
 |
0
(0.0%) |
| time
[character] |
| 1. (Empty string) | | 2. 00:00:00 | | 3. 00:30:00 | | 4. 01:00:00 | | 5. 01:30:00 | | 6. 02:00:00 | | 7. 02:30:00 | | 8. 03:00:00 | | 9. 03:30:00 | | 10. 04:00:00 | | [ 39 others ] |
|
| 491269 | ( | 91.5% | ) | | 950 | ( | 0.2% | ) | | 950 | ( | 0.2% | ) | | 950 | ( | 0.2% | ) | | 950 | ( | 0.2% | ) | | 950 | ( | 0.2% | ) | | 950 | ( | 0.2% | ) | | 950 | ( | 0.2% | ) | | 950 | ( | 0.2% | ) | | 950 | ( | 0.2% | ) | | 37050 | ( | 6.9% | ) |
|
 |
0
(0.0%) |
| reference
[character] |
| 1. (Empty string) | | 2. Mukankusi et al. 202 | | 3. AfSIS_DT | | 4. TAMASA | | 5. Wortmann et al 2009 | | 6. Vandamme et al. 2016 | | 7. Kanyenga et al. 2020 | | 8. Li et al. (2011) | | 9. INM_siaya | | 10. CT1_Data_Siaya | | [ 2374 others ] |
|
| 461526 | ( | 86.0% | ) | | 5406 | ( | 1.0% | ) | | 2279 | ( | 0.4% | ) | | 2011 | ( | 0.4% | ) | | 1919 | ( | 0.4% | ) | | 1698 | ( | 0.3% | ) | | 1280 | ( | 0.2% | ) | | 893 | ( | 0.2% | ) | | 892 | ( | 0.2% | ) | | 879 | ( | 0.2% | ) | | 58086 | ( | 10.8% | ) |
|
 |
0
(0.0%) |
| DAP
[integer] |
| Mean (sd) : 88.4 (60.8) | | min ≤ med ≤ max: | | 3 ≤ 60 ≤ 435 | | IQR (CV) : 55 (0.7) |
|
154 distinct values |
 |
533126
(99.3%) |
| DAE
[integer] |
| Mean (sd) : 45 (27.1) | | min ≤ med ≤ max: | | 10 ≤ 45 ≤ 80 | | IQR (CV) : 40 (0.6) |
|
| 10 | : | 16 | ( | 25.0% | ) | | 30 | : | 16 | ( | 25.0% | ) | | 60 | : | 16 | ( | 25.0% | ) | | 80 | : | 16 | ( | 25.0% | ) |
|
 |
536805
(100.0%) |
| 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 ] |
|
| 536851 | ( | 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 |
|
| 536851 | ( | 100.0% | ) | | 2 | ( | 0.0% | ) | | 15 | ( | 0.0% | ) | | 1 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| on_farm
[logical] |
|
| 95640 | ( | 24.2% | ) | | 298921 | ( | 75.8% | ) |
|
 |
142308
(26.5%) |
| is_survey
[logical] |
|
|
 |
109159
(20.3%) |
| variety
[character] |
| 1. (Empty string) | | 2. HD2967 | | 3. TME419 | | 4. TMS30572 | | 5. PAN 53 | | 6. ZM 523 | | 7. MH 30 | | 8. DKC 80-53 | | 9. Hybrid | | 10. Sammaz 15 | | [ 6359 others ] |
|
| 290237 | ( | 54.1% | ) | | 5578 | ( | 1.0% | ) | | 5217 | ( | 1.0% | ) | | 5204 | ( | 1.0% | ) | | 4209 | ( | 0.8% | ) | | 4155 | ( | 0.8% | ) | | 3956 | ( | 0.7% | ) | | 3924 | ( | 0.7% | ) | | 3787 | ( | 0.7% | ) | | 3609 | ( | 0.7% | ) | | 206993 | ( | 38.6% | ) |
|
 |
0
(0.0%) |
| variety_code
[character] |
| 1. (Empty string) | | 2. H311 | | 3. v1 | | 4. v2 | | 5. M-206 | | 6. v3 | | 7. XR45 | | 8. CD22344-A-8M-1Y-1M-1 | | 9. CD91B1938-6M-030Y-03 | | 10. CD91Y636-1Y-040M-030 | | [ 381 others ] |
|
| 517251 | ( | 96.3% | ) | | 336 | ( | 0.1% | ) | | 332 | ( | 0.1% | ) | | 330 | ( | 0.1% | ) | | 257 | ( | 0.0% | ) | | 214 | ( | 0.0% | ) | | 168 | ( | 0.0% | ) | | 108 | ( | 0.0% | ) | | 108 | ( | 0.0% | ) | | 108 | ( | 0.0% | ) | | 17657 | ( | 3.3% | ) |
|
 |
0
(0.0%) |
| variety_pedigree
[character] |
| 1. (Empty string) | | 2. E | | 3. F | | 4. G | | 5. I | | 6. D | | 7. C | | 8. H | | 9. B | | 10. A | | [ 63 others ] |
|
| 535368 | ( | 99.7% | ) | | 226 | ( | 0.0% | ) | | 226 | ( | 0.0% | ) | | 198 | ( | 0.0% | ) | | 179 | ( | 0.0% | ) | | 154 | ( | 0.0% | ) | | 125 | ( | 0.0% | ) | | 109 | ( | 0.0% | ) | | 46 | ( | 0.0% | ) | | 28 | ( | 0.0% | ) | | 210 | ( | 0.0% | ) |
|
|
0
(0.0%) |
| variety_type
[character] |
| 1. (Empty string) | | 2. Regular | | 3. hybrid | | 4. improved | | 5. Improved | | 6. Biofortified | | 7. OPV | | 8. inbred | | 9. Fe-biofortified | | 10. opv | | [ 21 others ] |
|
| 483658 | ( | 90.1% | ) | | 30813 | ( | 5.7% | ) | | 5782 | ( | 1.1% | ) | | 2683 | ( | 0.5% | ) | | 2381 | ( | 0.4% | ) | | 1458 | ( | 0.3% | ) | | 1201 | ( | 0.2% | ) | | 1179 | ( | 0.2% | ) | | 1090 | ( | 0.2% | ) | | 1005 | ( | 0.2% | ) | | 5619 | ( | 1.0% | ) |
|
 |
0
(0.0%) |
| variety_traits
[character] |
| 1. (Empty string) | | 2. Red | | 3. White | | 4. Cream | | 5. Red-mottled | | 6. Cranberry | | 7. Carioca | | 8. Yellow | | 9. Navy | | 10. Black | | [ 42 others ] |
|
| 527737 | ( | 98.3% | ) | | 1760 | ( | 0.3% | ) | | 1276 | ( | 0.2% | ) | | 1112 | ( | 0.2% | ) | | 1086 | ( | 0.2% | ) | | 694 | ( | 0.1% | ) | | 536 | ( | 0.1% | ) | | 434 | ( | 0.1% | ) | | 326 | ( | 0.1% | ) | | 290 | ( | 0.1% | ) | | 1618 | ( | 0.3% | ) |
|
 |
0
(0.0%) |
| location_id
[integer] |
| Mean (sd) : 86 (31) | | min ≤ med ≤ max: | | 1 ≤ 97 ≤ 112 | | IQR (CV) : 19 (0.4) |
|
58 distinct values |
 |
533544
(99.4%) |
| country
[character] |
| 1. Nigeria | | 2. Kenya | | 3. (Empty string) | | 4. Malawi | | 5. Mexico | | 6. India | | 7. United States | | 8. Ethiopia | | 9. Tanzania | | 10. Philippines | | [ 97 others ] |
|
| 93887 | ( | 17.5% | ) | | 63498 | ( | 11.8% | ) | | 55782 | ( | 10.4% | ) | | 44521 | ( | 8.3% | ) | | 35875 | ( | 6.7% | ) | | 25683 | ( | 4.8% | ) | | 24805 | ( | 4.6% | ) | | 21771 | ( | 4.1% | ) | | 18070 | ( | 3.4% | ) | | 16376 | ( | 3.1% | ) | | 136601 | ( | 25.4% | ) |
|
 |
0
(0.0%) |
| adm1
[character] |
| 1. (Empty string) | | 2. Sonora | | 3. Ogun | | 4. Laguna | | 5. Oyo | | 6. Abia | | 7. Benue | | 8. Bihar | | 9. New South Wales | | 10. Oromia | | [ 583 others ] |
|
| 341791 | ( | 63.7% | ) | | 19022 | ( | 3.5% | ) | | 14892 | ( | 2.8% | ) | | 13494 | ( | 2.5% | ) | | 13378 | ( | 2.5% | ) | | 12669 | ( | 2.4% | ) | | 11168 | ( | 2.1% | ) | | 10455 | ( | 1.9% | ) | | 4966 | ( | 0.9% | ) | | 4176 | ( | 0.8% | ) | | 90858 | ( | 16.9% | ) |
|
 |
0
(0.0%) |
| adm2
[character] |
| 1. (Empty string) | | 2. Balaka | | 3. Nkhotakota | | 4. Dedza | | 5. Cajeme | | 6. Mzimba | | 7. Angonia | | 8. Tsangano | | 9. Dowa | | 10. Salima | | [ 848 others ] |
|
| 429290 | ( | 80.0% | ) | | 9225 | ( | 1.7% | ) | | 8570 | ( | 1.6% | ) | | 5100 | ( | 0.9% | ) | | 4550 | ( | 0.8% | ) | | 4277 | ( | 0.8% | ) | | 2424 | ( | 0.5% | ) | | 1896 | ( | 0.4% | ) | | 1893 | ( | 0.4% | ) | | 1837 | ( | 0.3% | ) | | 67807 | ( | 12.6% | ) |
|
 |
0
(0.0%) |
| adm3
[character] |
| 1. (Empty string) | | 2. Siaya | | 3. Lemo | | 4. Agrary | | 5. Sinana | | 6. Nametil | | 7. Gubalafto | | 8. Malula | | 9. Tehulederi | | 10. Chipeni | | [ 939 others ] |
|
| 500697 | ( | 93.3% | ) | | 1771 | ( | 0.3% | ) | | 1641 | ( | 0.3% | ) | | 1489 | ( | 0.3% | ) | | 1043 | ( | 0.2% | ) | | 1004 | ( | 0.2% | ) | | 684 | ( | 0.1% | ) | | 684 | ( | 0.1% | ) | | 684 | ( | 0.1% | ) | | 681 | ( | 0.1% | ) | | 26491 | ( | 4.9% | ) |
|
 |
0
(0.0%) |
| adm4
[character] |
| 1. (Empty string) | | 2. Sabajpura | | 3. Bovenden | | 4. Am Großen Bruch | | 5. Heuchelheim | | 6. Suderburg | | 7. Karazomé | | 8. Devpokhar | | 9. Safo | | 10. Baban Kori | | [ 234 others ] |
|
| 533693 | ( | 99.4% | ) | | 261 | ( | 0.0% | ) | | 176 | ( | 0.0% | ) | | 136 | ( | 0.0% | ) | | 96 | ( | 0.0% | ) | | 84 | ( | 0.0% | ) | | 65 | ( | 0.0% | ) | | 62 | ( | 0.0% | ) | | 61 | ( | 0.0% | ) | | 60 | ( | 0.0% | ) | | 2175 | ( | 0.4% | ) |
|
 |
0
(0.0%) |
| adm5
[character] |
| 1. (Empty string) | | 2. Katojo | | 3. Muramba | | 4. Ngaara | | 5. Ngaara, |
|
| 536789 | ( | 100.0% | ) | | 36 | ( | 0.0% | ) | | 22 | ( | 0.0% | ) | | 16 | ( | 0.0% | ) | | 6 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| location
[character] |
| 1. (Empty string) | | 2. Maktau | | 3. Ciudad Obregon | | 4. Los Baños | | 5. Funaab | | 6. Institut des Savanes | | 7. Uam | | 8. CIAT Uganda station | | 9. Nrcri | | 10. Ciudad Obregón | | [ 4422 others ] |
|
| 123125 | ( | 22.9% | ) | | 45645 | ( | 8.5% | ) | | 13500 | ( | 2.5% | ) | | 13494 | ( | 2.5% | ) | | 8649 | ( | 1.6% | ) | | 7872 | ( | 1.5% | ) | | 6652 | ( | 1.2% | ) | | 5742 | ( | 1.1% | ) | | 4990 | ( | 0.9% | ) | | 4668 | ( | 0.9% | ) | | 302532 | ( | 56.4% | ) |
|
 |
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 | | [ 711 others ] |
|
| 477356 | ( | 88.9% | ) | | 13500 | ( | 2.5% | ) | | 13494 | ( | 2.5% | ) | | 2477 | ( | 0.5% | ) | | 1872 | ( | 0.3% | ) | | 1449 | ( | 0.3% | ) | | 768 | ( | 0.1% | ) | | 768 | ( | 0.1% | ) | | 768 | ( | 0.1% | ) | | 768 | ( | 0.1% | ) | | 23649 | ( | 4.4% | ) |
|
 |
0
(0.0%) |
| geo_uncertainty
[numeric] |
| Mean (sd) : 5328.3 (13377.6) | | min ≤ med ≤ max: | | 1.1 ≤ 500 ≤ 127830 | | IQR (CV) : 3505 (2.5) |
|
172 distinct values |
 |
521009
(97.0%) |
| geo_from_source
[logical] |
|
| 211558 | ( | 50.0% | ) | | 211651 | ( | 50.0% | ) |
|
 |
113660
(21.2%) |
| elevation
[numeric] |
| Mean (sd) : 991.4 (595.8) | | min ≤ med ≤ max: | | 0 ≤ 832 ≤ 2849 | | IQR (CV) : 879 (0.6) |
|
1785 distinct values |
 |
468677
(87.3%) |
| geo_source
[character] |
| 1. (Empty string) | | 2. Google Maps | | 3. GADM 4.1, adm2 | | 4. GADM 4.1, adm4 | | 5. GADM 4.1, adm3 | | 6. Goole Maps | | 7. GADM 4.1, adm1 | | 8. GADM 5, adm3 | | 9. Cuttack block/distri | | 10. Bhadrak block/distri | | [ 11 others ] |
|
| 517675 | ( | 96.4% | ) | | 10511 | ( | 2.0% | ) | | 5702 | ( | 1.1% | ) | | 824 | ( | 0.2% | ) | | 596 | ( | 0.1% | ) | | 576 | ( | 0.1% | ) | | 540 | ( | 0.1% | ) | | 377 | ( | 0.1% | ) | | 12 | ( | 0.0% | ) | | 11 | ( | 0.0% | ) | | 45 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| planting_date
[character] |
| 1. (Empty string) | | 2. 2015 | | 3. 2014 | | 4. 2013 | | 5. 2016 | | 6. 2019 | | 7. 2017 | | 8. 2018 | | 9. 2012 | | 10. 2015-06-16 | | [ 3690 others ] |
|
| 180977 | ( | 33.7% | ) | | 22502 | ( | 4.2% | ) | | 17261 | ( | 3.2% | ) | | 15508 | ( | 2.9% | ) | | 12102 | ( | 2.3% | ) | | 11690 | ( | 2.2% | ) | | 11007 | ( | 2.1% | ) | | 10711 | ( | 2.0% | ) | | 6570 | ( | 1.2% | ) | | 6385 | ( | 1.2% | ) | | 242156 | ( | 45.1% | ) |
|
 |
0
(0.0%) |
| transplanting_date
[IDate,
Date] |
| min : 1991-08-15 | | med : 2015-03-07 | | max : 2024-08-07 | | range : 32y 11m 23d |
|
656 distinct values |
 |
532338
(99.2%) |
| harvest_date
[character] |
| 1. (Empty string) | | 2. 2014 | | 3. 2015 | | 4. 2016-05-10 | | 5. 2017 | | 6. 2018 | | 7. 2020 | | 8. 2016 | | 9. 2016-06-19 | | 10. 2019 | | [ 3437 others ] |
|
| 329191 | ( | 61.3% | ) | | 7688 | ( | 1.4% | ) | | 7252 | ( | 1.4% | ) | | 4814 | ( | 0.9% | ) | | 4570 | ( | 0.9% | ) | | 4278 | ( | 0.8% | ) | | 4277 | ( | 0.8% | ) | | 4202 | ( | 0.8% | ) | | 4153 | ( | 0.8% | ) | | 4081 | ( | 0.8% | ) | | 162363 | ( | 30.2% | ) |
|
 |
0
(0.0%) |
| fertilizer_used
[logical] |
|
|
 |
502056
(93.5%) |
| fertilizer_type
[character] |
| 1. (Empty string) | | 2. unknown | | 3. none | | 4. SSP | | 5. urea | | 6. TSP | | 7. urea;DAP;KCl;NPK | | 8. DAP | | 9. urea;DAP;SOP;ZnSO4 | | 10. DSP | | [ 612 others ] |
|
| 406294 | ( | 75.7% | ) | | 15364 | ( | 2.9% | ) | | 12724 | ( | 2.4% | ) | | 11089 | ( | 2.1% | ) | | 10304 | ( | 1.9% | ) | | 8120 | ( | 1.5% | ) | | 5689 | ( | 1.1% | ) | | 5350 | ( | 1.0% | ) | | 4622 | ( | 0.9% | ) | | 4549 | ( | 0.8% | ) | | 52764 | ( | 9.8% | ) |
|
 |
0
(0.0%) |
| fertilizer_date
[character] |
| 1. (Empty string) | | 2. 2016-07-08;2016-07-2 | | 3. 2015-08-20 | | 4. 2015-08-02 | | 5. 2020-06-08;2020-07-0 | | 6. 2017-08-08 | | 7. 2016-10-10 | | 8. 2019-07-28 | | 9. 2014-08-17 | | 10. 2014-08-12 | | [ 1033 others ] |
|
| 532556 | ( | 99.2% | ) | | 1449 | ( | 0.3% | ) | | 163 | ( | 0.0% | ) | | 95 | ( | 0.0% | ) | | 64 | ( | 0.0% | ) | | 31 | ( | 0.0% | ) | | 30 | ( | 0.0% | ) | | 29 | ( | 0.0% | ) | | 27 | ( | 0.0% | ) | | 24 | ( | 0.0% | ) | | 2401 | ( | 0.4% | ) |
|
 |
0
(0.0%) |
| fertilizer_dap
[character] |
| 1. (Empty string) | | 2. 0;35 | | 3. 1970-01-25;1970-02-1 | | 4. 1970-01-26;1970-02-1 | | 5. 1970-02-07;1970-02-1 | | 6. 1970-01-22;1970-02-1 | | 7. 1970-01-22;1970-02-1 | | 8. 1970-01-23;1970-02-1 | | 9. 1970-01-24;1970-02-1 | | 10. 1970-01-24;1970-02-2 | | [ 11 others ] |
|
| 536477 | ( | 99.9% | ) | | 128 | ( | 0.0% | ) | | 24 | ( | 0.0% | ) | | 24 | ( | 0.0% | ) | | 24 | ( | 0.0% | ) | | 12 | ( | 0.0% | ) | | 12 | ( | 0.0% | ) | | 12 | ( | 0.0% | ) | | 12 | ( | 0.0% | ) | | 12 | ( | 0.0% | ) | | 132 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| fertilizer_amount
[numeric] |
| Mean (sd) : 364.5 (105.9) | | min ≤ med ≤ max: | | 0 ≤ 380 ≤ 947.9 | | IQR (CV) : 65 (0.3) |
|
221 distinct values |
 |
529084
(98.5%) |
| fertilization_method
[character] |
| 1. (Empty string) | | 2. BURIED IN THE SOIL | | 3. BURIED IN THE SOIL;B | | 4. NA;NA;NA | | 5. NA;NA | | 6. BURIED IN THE SOIL;B | | 7. NA;NA;NA;NA | | 8. NA;NA;NA;NA;NA | | 9. BURIED IN THE SOIL;B | | 10. BURIED IN THE SOIL;O | | [ 71 others ] |
|
| 535310 | ( | 99.7% | ) | | 298 | ( | 0.1% | ) | | 177 | ( | 0.0% | ) | | 169 | ( | 0.0% | ) | | 160 | ( | 0.0% | ) | | 110 | ( | 0.0% | ) | | 102 | ( | 0.0% | ) | | 52 | ( | 0.0% | ) | | 40 | ( | 0.0% | ) | | 32 | ( | 0.0% | ) | | 419 | ( | 0.1% | ) |
|
|
0
(0.0%) |
| N_fertilizer
[numeric] |
| Mean (sd) : 71.4 (73.2) | | min ≤ med ≤ max: | | 0 ≤ 60 ≤ 1000 | | IQR (CV) : 110 (1) |
|
2606 distinct values |
 |
239229
(44.6%) |
| N_splits
[integer] |
| Mean (sd) : 1.7 (1) | | min ≤ med ≤ max: | | 0 ≤ 2 ≤ 25 | | IQR (CV) : 1 (0.6) |
|
14 distinct values |
 |
512679
(95.5%) |
| P_fertilizer
[numeric] |
| Mean (sd) : 20.3 (27.9) | | min ≤ med ≤ max: | | 0 ≤ 15 ≤ 1275.7 | | IQR (CV) : 26 (1.4) |
|
1628 distinct values |
 |
262018
(48.8%) |
| K_fertilizer
[numeric] |
| Mean (sd) : 24.4 (63.6) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 4303.5 | | IQR (CV) : 40 (2.6) |
|
1319 distinct values |
 |
284306
(53.0%) |
| Zn_fertilizer
[numeric] |
| Mean (sd) : 2.4 (11.6) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 2795 | | IQR (CV) : 5 (4.8) |
|
241 distinct values |
 |
465298
(86.7%) |
| S_fertilizer
[numeric] |
| Mean (sd) : 6.9 (22.9) | | min ≤ med ≤ max: | | 0 ≤ 4 ≤ 1014.4 | | IQR (CV) : 4 (3.3) |
|
254 distinct values |
 |
467467
(87.1%) |
| B_fertilizer
[numeric] |
| Mean (sd) : 0.5 (1.8) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 25 | | IQR (CV) : 0 (3.9) |
|
63 distinct values |
 |
511467
(95.3%) |
| Ca_fertilizer
[numeric] |
| Mean (sd) : 9.8 (69.9) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 1244.6 | | IQR (CV) : 0 (7.2) |
|
191 distinct values |
 |
515512
(96.0%) |
| Mg_fertilizer
[numeric] |
| Mean (sd) : 5.6 (15) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 210 | | IQR (CV) : 1.8 (2.7) |
|
88 distinct values |
 |
517328
(96.4%) |
| Fe_fertilizer
[numeric] |
| Mean (sd) : 28.8 (206.4) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 2609.1 | | IQR (CV) : 0 (7.2) |
|
118 distinct values |
|
533174
(99.3%) |
| Mn_fertilizer
[numeric] |
| Mean (sd) : 2 (8.1) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 160 | | IQR (CV) : 0 (4.2) |
|
60 distinct values |
 |
532911
(99.3%) |
| 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 |
 |
534805
(99.6%) |
| Cu_fertilizer
[numeric] |
| Mean (sd) : 0.8 (23.8) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 1040 | | IQR (CV) : 0 (30) |
|
53 distinct values |
 |
534948
(99.6%) |
| Mo_fertilizer
[numeric] |
| Mean (sd) : 0 (0) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 0.1 | | IQR (CV) : 0 (5.1) |
|
6 distinct values |
 |
535026
(99.7%) |
| N_fixation
[numeric] |
| Mean (sd) : 128.3 (93.2) | | min ≤ med ≤ max: | | 3 ≤ 105 ≤ 488 | | IQR (CV) : 131.8 (0.7) |
|
270 distinct values |
 |
536519
(99.9%) |
| N_organic
[numeric] |
| Mean (sd) : 132.5 (1051.5) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 13600 | | IQR (CV) : 10 (7.9) |
|
105 distinct values |
 |
532869
(99.3%) |
| P_organic
[numeric] |
| Mean (sd) : 12.1 (47.1) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 407.8 | | IQR (CV) : 0 (3.9) |
|
61 distinct values |
 |
533996
(99.5%) |
| K_organic
[numeric] |
| Mean (sd) : 10.4 (35.6) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 206.5 | | IQR (CV) : 0 (3.4) |
|
8 distinct values |
 |
535415
(99.7%) |
| Ca_organic
[numeric] |
| Mean (sd) : 10.8 (22.3) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 62 | | IQR (CV) : 0 (2.1) |
|
6 distinct values |
 |
535457
(99.7%) |
| Fe_organic
[numeric] |
| Min : 0 | | Mean : 0.1 | | Max : 0.4 |
|
2 distinct values |
 |
535537
(99.8%) |
| Mg_organic
[numeric] |
| Mean (sd) : 2.1 (5.7) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 34.1 | | IQR (CV) : 0 (2.7) |
|
6 distinct values |
 |
535457
(99.7%) |
| lime
[numeric] |
| Mean (sd) : 621.4 (1675.7) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 7000 | | IQR (CV) : 0 (2.7) |
|
20 distinct values |
 |
521856
(97.2%) |
| lime_used
[logical] |
|
|
 |
536045
(99.8%) |
| gypsum
[numeric] |
| Mean (sd) : 76.8 (167.1) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 526.3 | | IQR (CV) : 50 (2.2) |
|
11 distinct values |
 |
530205
(98.8%) |
| OM_used
[logical] |
|
|
 |
466499
(86.9%) |
| OM_type
[character] |
| 1. (Empty string) | | 2. none | | 3. compost | | 4. farmyard manure | | 5. cattle dung | | 6. farmyard manure; pou | | 7. human urine | | 8. vermicompost | | 9. poultry manure | | 10. animal dung | | [ 9 others ] |
|
| 483120 | ( | 90.0% | ) | | 40876 | ( | 7.6% | ) | | 5715 | ( | 1.1% | ) | | 5603 | ( | 1.0% | ) | | 291 | ( | 0.1% | ) | | 264 | ( | 0.0% | ) | | 196 | ( | 0.0% | ) | | 187 | ( | 0.0% | ) | | 109 | ( | 0.0% | ) | | 105 | ( | 0.0% | ) | | 403 | ( | 0.1% | ) |
|
 |
0
(0.0%) |
| OM_amount
[numeric] |
| Mean (sd) : 1644 (7491.4) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 109000 | | IQR (CV) : 1000 (4.6) |
|
58 distinct values |
 |
519379
(96.7%) |
| inoculated
[logical] |
|
|
 |
434778
(81.0%) |
| inoculant
[character] |
| 1. (Empty string) | | 2. Rhizobia | | 3. none | | 4. Legume Fix | | 5. Rhizobium Legume Fix | | 6. Legume Technology | | 7. Rhizobial Legume Fix | | 8. rhizobium | | 9. Rhizobium japonicum | | 10. Rhizobium Legumes Fi | | [ 11 others ] |
|
| 535357 | ( | 99.7% | ) | | 540 | ( | 0.1% | ) | | 384 | ( | 0.1% | ) | | 146 | ( | 0.0% | ) | | 118 | ( | 0.0% | ) | | 78 | ( | 0.0% | ) | | 48 | ( | 0.0% | ) | | 39 | ( | 0.0% | ) | | 33 | ( | 0.0% | ) | | 32 | ( | 0.0% | ) | | 94 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| biochar
[numeric] |
| Mean (sd) : 49129.9 (49908.6) | | min ≤ med ≤ max: | | 0 ≤ 13500 ≤ 1e+05 | | IQR (CV) : 1e+05 (1) |
|
| 0 | : | 269 | ( | 49.9% | ) | | 13500 | : | 6 | ( | 1.1% | ) | | 100000 | : | 264 | ( | 49.0% | ) |
|
 |
536330
(99.9%) |
| irrigated
[logical] |
|
| 153421 | ( | 64.4% | ) | | 84835 | ( | 35.6% | ) |
|
 |
298613
(55.6%) |
| 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 ] |
|
| 534221 | ( | 99.5% | ) | | 1367 | ( | 0.3% | ) | | 334 | ( | 0.1% | ) | | 333 | ( | 0.1% | ) | | 210 | ( | 0.0% | ) | | 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. unknown | | 4. none | | 5. sprinkler | | 6. continuous flooding | | 7. drip | | 8. center pivot sprinkl | | 9. flood | | 10. basin | | [ 3 others ] |
|
| 530084 | ( | 98.7% | ) | | 2962 | ( | 0.6% | ) | | 1247 | ( | 0.2% | ) | | 1023 | ( | 0.2% | ) | | 501 | ( | 0.1% | ) | | 356 | ( | 0.1% | ) | | 266 | ( | 0.0% | ) | | 127 | ( | 0.0% | ) | | 98 | ( | 0.0% | ) | | 81 | ( | 0.0% | ) | | 124 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| irrigation_number
[integer] |
| Mean (sd) : 3.7 (2.6) | | min ≤ med ≤ max: | | 1 ≤ 3 ≤ 23 | | IQR (CV) : 2 (0.7) |
|
22 distinct values |
 |
524437
(97.7%) |
| irrigation_amount
[numeric] |
| Mean (sd) : 195.4 (178.7) | | min ≤ med ≤ max: | | 0 ≤ 110 ≤ 1080 | | IQR (CV) : 239.8 (0.9) |
|
362 distinct values |
 |
531029
(98.9%) |
| irrigation_fulfullment
[character] |
| 1. (Empty string) | | 2. full irrigation | | 3. reduced irrigation |
|
| 534997 | ( | 99.7% | ) | | 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 ] |
|
| 534410 | ( | 99.5% | ) | | 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. tillage | | 6. minimum tillage | | 7. reduced tillage | | 8. conventional tilled | | 9. ridge tillage | | 10. flat | | [ 64 others ] |
|
| 382108 | ( | 71.2% | ) | | 41198 | ( | 7.7% | ) | | 37186 | ( | 6.9% | ) | | 24567 | ( | 4.6% | ) | | 9127 | ( | 1.7% | ) | | 8514 | ( | 1.6% | ) | | 5289 | ( | 1.0% | ) | | 3814 | ( | 0.7% | ) | | 3281 | ( | 0.6% | ) | | 2832 | ( | 0.5% | ) | | 18953 | ( | 3.5% | ) |
|
 |
0
(0.0%) |
| land_prep_implement
[character] |
| 1. (Empty string) | | 2. manual | | 3. none | | 4. mouldboard plough | | 5. unknown | | 6. mouldboard plough;di | | 7. direct seeder | | 8. ripper | | 9. cultivator;roller | | 10. disc harrow | | [ 3 others ] |
|
| 528877 | ( | 98.5% | ) | | 4574 | ( | 0.9% | ) | | 1120 | ( | 0.2% | ) | | 518 | ( | 0.1% | ) | | 509 | ( | 0.1% | ) | | 396 | ( | 0.1% | ) | | 351 | ( | 0.1% | ) | | 240 | ( | 0.0% | ) | | 96 | ( | 0.0% | ) | | 96 | ( | 0.0% | ) | | 92 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| planting_method
[character] |
| 1. (Empty string) | | 2. transplanted | | 3. basins | | 4. direct seeding | | 5. transplanting | | 6. manual | | 7. mechanized | | 8. raised beds | | 9. broadcasting | | 10. control | | [ 23 others ] |
|
| 517234 | ( | 96.3% | ) | | 5846 | ( | 1.1% | ) | | 3042 | ( | 0.6% | ) | | 2688 | ( | 0.5% | ) | | 1978 | ( | 0.4% | ) | | 1599 | ( | 0.3% | ) | | 979 | ( | 0.2% | ) | | 789 | ( | 0.1% | ) | | 596 | ( | 0.1% | ) | | 346 | ( | 0.1% | ) | | 1772 | ( | 0.3% | ) |
|
 |
0
(0.0%) |
| planting_implement
[character] |
| 1. (Empty string) | | 2. direct seeder | | 3. manual | | 4. seed drill |
|
| 535695 | ( | 99.8% | ) | | 687 | ( | 0.1% | ) | | 435 | ( | 0.1% | ) | | 52 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| transplanting_method
[character] |
| 1. (Empty string) | | 2. manual | | 3. mechanized | | 4. mechanized nonpuddle | | 5. none |
|
| 534687 | ( | 99.6% | ) | | 1753 | ( | 0.3% | ) | | 379 | ( | 0.1% | ) | | 5 | ( | 0.0% | ) | | 45 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| seed_density
[character] |
| 1. (Empty string) | | 2. 100 | | 3. 1e+06 | | 4. 8e+05 | | 5. 50000 | | 6. 120 | | 7. 1400000 | | 8. 860000 | | 9. 67500 | | 10. 44444 | | [ 94 others ] |
|
| 525723 | ( | 97.9% | ) | | 3205 | ( | 0.6% | ) | | 2481 | ( | 0.5% | ) | | 1103 | ( | 0.2% | ) | | 632 | ( | 0.1% | ) | | 425 | ( | 0.1% | ) | | 319 | ( | 0.1% | ) | | 272 | ( | 0.1% | ) | | 252 | ( | 0.0% | ) | | 201 | ( | 0.0% | ) | | 2256 | ( | 0.4% | ) |
|
 |
0
(0.0%) |
| seed_rate
[numeric] |
| Mean (sd) : 1487720 (20590518) | | min ≤ med ≤ max: | | 0 ≤ 112.5 ≤ 432050000 | | IQR (CV) : 116 (13.8) |
|
266 distinct values |
 |
523957
(97.6%) |
| seed_source
[character] |
| 1. (Empty string) | | 2. 100% certified seed | | 3. 100% positive select | | 4. 100% randomly select | | 5. 20% certified seed + | | 6. 20% certified seed + | | 7. 5% seed plot technol | | 8. 5% seed plot technol |
|
| 536701 | ( | 100.0% | ) | | 24 | ( | 0.0% | ) | | 24 | ( | 0.0% | ) | | 24 | ( | 0.0% | ) | | 24 | ( | 0.0% | ) | | 24 | ( | 0.0% | ) | | 24 | ( | 0.0% | ) | | 24 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| seed_treatment
[character] |
| 1. (Empty string) | | 2. PP (pollen producing | | 3. PP:NPP (pollen produ | | 4. untreated | | 5. treated | | 6. PP ( pollen producin | | 7. NPP ( non pollen pro | | 8. NI | | 9. NI + N | | 10. SEMIA 5019 | | [ 33 others ] |
|
| 527810 | ( | 98.3% | ) | | 1665 | ( | 0.3% | ) | | 1660 | ( | 0.3% | ) | | 1660 | ( | 0.3% | ) | | 1624 | ( | 0.3% | ) | | 767 | ( | 0.1% | ) | | 524 | ( | 0.1% | ) | | 80 | ( | 0.0% | ) | | 80 | ( | 0.0% | ) | | 80 | ( | 0.0% | ) | | 919 | ( | 0.2% | ) |
|
|
0
(0.0%) |
| herbicide_used
[logical] |
|
|
 |
452855
(84.4%) |
| herbicide_product
[character] |
| 1. (Empty string) | | 2. none | | 3. glyphosate | | 4. metsulfuron;sulfosul | | 5. diflufenican;none | | 6. isoxaflutole;none | | 7. s-metolachlor;none | | 8. terbuthylazine;none | | 9. flumioxazin;none | | 10. halosulfuron-methyl | | [ 166 others ] |
|
| 468824 | ( | 87.3% | ) | | 6997 | ( | 1.3% | ) | | 3631 | ( | 0.7% | ) | | 2953 | ( | 0.6% | ) | | 2308 | ( | 0.4% | ) | | 2225 | ( | 0.4% | ) | | 2088 | ( | 0.4% | ) | | 1999 | ( | 0.4% | ) | | 1975 | ( | 0.4% | ) | | 1770 | ( | 0.3% | ) | | 42099 | ( | 7.8% | ) |
|
 |
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 |
 |
495702
(92.3%) |
| 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% | ) |
|
 |
536065
(99.9%) |
| herbicide_dates
[character] |
| 1. (Empty string) | | 2. 2016-07-29 | | 3. 2017-07-29 | | 4. 2017-10-02 | | 5. 2015-06-20 | | 6. 2015-11-10 | | 7. 2019-12-05 | | 8. 2019-12-07 | | 9. 2015-07-18 | | 10. 2015-11-20 | | [ 448 others ] |
|
| 534078 | ( | 99.5% | ) | | 56 | ( | 0.0% | ) | | 54 | ( | 0.0% | ) | | 52 | ( | 0.0% | ) | | 49 | ( | 0.0% | ) | | 46 | ( | 0.0% | ) | | 45 | ( | 0.0% | ) | | 36 | ( | 0.0% | ) | | 32 | ( | 0.0% | ) | | 26 | ( | 0.0% | ) | | 2395 | ( | 0.4% | ) |
|
 |
0
(0.0%) |
| herbicide_amount
[numeric] |
| Mean (sd) : 27.5 (105.3) | | min ≤ med ≤ max: | | 0 ≤ 2.5 ≤ 1200 | | IQR (CV) : 6.8 (3.8) |
|
165 distinct values |
 |
508403
(94.7%) |
| herbicide_implement
[character] |
| 1. (Empty string) | | 2. backpack sprayer | | 3. broadcast spreader | | 4. manual | | 5. manure spreader |
|
| 534889 | ( | 99.6% | ) | | 830 | ( | 0.2% | ) | | 225 | ( | 0.0% | ) | | 346 | ( | 0.1% | ) | | 579 | ( | 0.1% | ) |
|
 |
0
(0.0%) |
| weeding_done
[logical] |
|
|
 |
503550
(93.8%) |
| weeding_method
[character] |
| 1. (Empty string) | | 2. Unspecified | | 3. Hand hoeing | | 4. Mechanical | | 5. Chemical | | 6. Unclear | | 7. Yes | | 8. Sprayer | | 9. weeding | | 10. Hand | | [ 34 others ] |
|
| 522399 | ( | 97.3% | ) | | 4032 | ( | 0.8% | ) | | 3124 | ( | 0.6% | ) | | 1500 | ( | 0.3% | ) | | 1288 | ( | 0.2% | ) | | 1108 | ( | 0.2% | ) | | 528 | ( | 0.1% | ) | | 324 | ( | 0.1% | ) | | 287 | ( | 0.1% | ) | | 256 | ( | 0.0% | ) | | 2023 | ( | 0.4% | ) |
|
 |
0
(0.0%) |
| weeding_times
[integer] |
| Mean (sd) : 0.8 (1.1) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 6 | | IQR (CV) : 2 (1.4) |
|
| 0 | : | 6418 | ( | 63.1% | ) | | 1 | : | 933 | ( | 9.2% | ) | | 2 | : | 1375 | ( | 13.5% | ) | | 3 | : | 1440 | ( | 14.2% | ) | | 6 | : | 2 | ( | 0.0% | ) |
|
 |
526701
(98.1%) |
| weeding_dates
[character] |
| 1. (Empty string) | | 2. 2022-08-03 | | 3. 2020-09-05 | | 4. 2015-06-25 | | 5. 2015-07-20 | | 6. 2019-08-06 | | 7. 2016-07-13 | | 8. 2021-06-03 | | 9. 2016-04-09 | | 10. 2017-05-08 | | [ 373 others ] |
|
| 532477 | ( | 99.2% | ) | | 208 | ( | 0.0% | ) | | 124 | ( | 0.0% | ) | | 95 | ( | 0.0% | ) | | 95 | ( | 0.0% | ) | | 92 | ( | 0.0% | ) | | 80 | ( | 0.0% | ) | | 72 | ( | 0.0% | ) | | 64 | ( | 0.0% | ) | | 63 | ( | 0.0% | ) | | 3499 | ( | 0.7% | ) |
|
 |
0
(0.0%) |
| weeding_implement
[character] |
| 1. (Empty string) | | 2. hoe | | 3. manual | | 4. manure spreader | | 5. unknown |
|
| 534556 | ( | 99.6% | ) | | 738 | ( | 0.1% | ) | | 1187 | ( | 0.2% | ) | | 43 | ( | 0.0% | ) | | 345 | ( | 0.1% | ) |
|
|
0
(0.0%) |
| insecticide_used
[logical] |
|
|
 |
525225
(97.8%) |
| 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 | | [ 17 others ] |
|
| 534069 | ( | 99.5% | ) | | 760 | ( | 0.1% | ) | | 537 | ( | 0.1% | ) | | 258 | ( | 0.0% | ) | | 188 | ( | 0.0% | ) | | 144 | ( | 0.0% | ) | | 116 | ( | 0.0% | ) | | 112 | ( | 0.0% | ) | | 98 | ( | 0.0% | ) | | 77 | ( | 0.0% | ) | | 510 | ( | 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 |
 |
535958
(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 |
 |
536065
(99.9%) |
| insecticide_amount
[numeric] |
| Mean (sd) : 3.8 (59) | | min ≤ med ≤ max: | | 0 ≤ 1 ≤ 1875 | | IQR (CV) : 1.2 (15.3) |
|
20 distinct values |
 |
534766
(99.6%) |
| insecticide_implement
[character] |
| 1. (Empty string) | | 2. backpack sprayer | | 3. unknown |
|
| 536022 | ( | 99.8% | ) | | 776 | ( | 0.1% | ) | | 71 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| fungicide_used
[logical] |
|
|
 |
526659
(98.1%) |
| fungicide_product
[character] |
| 1. (Empty string) | | 2. unknown | | 3. carboxin | | 4. metalaxyl | | 5. chlorothalonil | | 6. iprodione | | 7. thiram | | 8. thiabendazole | | 9. trifloxystrobin;tebu | | 10. difenoconazole | | [ 9 others ] |
|
| 535824 | ( | 99.8% | ) | | 287 | ( | 0.1% | ) | | 186 | ( | 0.0% | ) | | 94 | ( | 0.0% | ) | | 81 | ( | 0.0% | ) | | 78 | ( | 0.0% | ) | | 63 | ( | 0.0% | ) | | 58 | ( | 0.0% | ) | | 56 | ( | 0.0% | ) | | 32 | ( | 0.0% | ) | | 110 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| fungicide_dates
[character] |
| 1. (Empty string) | | 2. 2018-07-03; 2018-08- | | 3. 2019-06-23;2019-07-2 | | 4. 2019-06-24;2019-07-2 | | 5. 2019-06-26;2019-08-0 | | 6. 2019-07-24;2019-08-1 | | 7. 2020-08-06;2020-08-1 |
|
| 536594 | ( | 99.9% | ) | | 56 | ( | 0.0% | ) | | 52 | ( | 0.0% | ) | | 49 | ( | 0.0% | ) | | 50 | ( | 0.0% | ) | | 40 | ( | 0.0% | ) | | 28 | ( | 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% | ) |
|
 |
536065
(99.9%) |
| fungicide_amount
[numeric] |
| Mean (sd) : 59 (109.4) | | min ≤ med ≤ max: | | 0.8 ≤ 4.1 ≤ 600 | | IQR (CV) : 48 (1.9) |
|
17 distinct values |
 |
536567
(99.9%) |
| mulch
[integer] |
| Mean (sd) : 2041.6 (2163) | | min ≤ med ≤ max: | | 0 ≤ 2000 ≤ 10572 | | IQR (CV) : 3000 (1.1) |
|
122 distinct values |
 |
534987
(99.6%) |
| mulch_type
[character] |
| 1. (Empty string) | | 2. ? | | 3. cotton | | 4. forest | | 5. gramineae | | 6. gramineae+legume | | 7. legume | | 8. no mulch | | 9. straw |
|
| 534711 | ( | 99.6% | ) | | 54 | ( | 0.0% | ) | | 12 | ( | 0.0% | ) | | 2 | ( | 0.0% | ) | | 1071 | ( | 0.2% | ) | | 292 | ( | 0.1% | ) | | 184 | ( | 0.0% | ) | | 447 | ( | 0.1% | ) | | 96 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| biosolarized
[logical] |
|
|
 |
536485
(99.9%) |
| sample_id
[character] |
| 1. (Empty string) | | 2. WA048793 | | 3. WA048705 | | 4. WA048715 | | 5. WA048631 | | 6. WA048667 | | 7. WA048701 | | 8. WA048707 | | 9. WA048720 | | 10. WA048778 | | [ 22 others ] |
|
| 536357 | ( | 99.9% | ) | | 42 | ( | 0.0% | ) | | 40 | ( | 0.0% | ) | | 40 | ( | 0.0% | ) | | 21 | ( | 0.0% | ) | | 21 | ( | 0.0% | ) | | 21 | ( | 0.0% | ) | | 21 | ( | 0.0% | ) | | 21 | ( | 0.0% | ) | | 21 | ( | 0.0% | ) | | 264 | ( | 0.0% | ) |
|
|
0
(0.0%) |
| depth
[integer] |
| Mean (sd) : 13.3 (8.1) | | min ≤ med ≤ max: | | 5 ≤ 10 ≤ 50 | | IQR (CV) : 10 (0.6) |
|
| 5 | : | 424 | ( | 19.6% | ) | | 10 | : | 776 | ( | 35.8% | ) | | 15 | : | 424 | ( | 19.6% | ) | | 20 | : | 484 | ( | 22.3% | ) | | 50 | : | 60 | ( | 2.8% | ) |
|
 |
534701
(99.6%) |
| depth_top
[integer] |
| Mean (sd) : 6.7 (13.2) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 40 | | IQR (CV) : 0 (2) |
|
| 0 | : | 14056 | ( | 76.4% | ) | | 5 | : | 114 | ( | 0.6% | ) | | 10 | : | 188 | ( | 1.0% | ) | | 15 | : | 18 | ( | 0.1% | ) | | 20 | : | 2006 | ( | 10.9% | ) | | 40 | : | 2006 | ( | 10.9% | ) |
|
 |
518481
(96.6%) |
| depth_bottom
[integer] |
| Mean (sd) : 19.7 (13.8) | | min ≤ med ≤ max: | | 0 ≤ 20 ≤ 90 | | IQR (CV) : 10 (0.7) |
|
14 distinct values |
 |
518587
(96.6%) |
| soil_depth
[numeric] |
| Mean (sd) : 29.9 (16.1) | | min ≤ med ≤ max: | | 0 ≤ 27 ≤ 80 | | IQR (CV) : 18 (0.5) |
|
64 distinct values |
 |
535007
(99.7%) |
| soil_type
[character] |
| 1. (Empty string) | | 2. Acrisols | | 3. Ferralsols | | 4. Silty clay loam | | 5. Cambisols | | 6. Lixisols | | 7. Vertisols | | 8. Nitosols Andosols | | 9. Luvisols | | 10. Calcisols | | [ 208 others ] |
|
| 458493 | ( | 85.4% | ) | | 8982 | ( | 1.7% | ) | | 4749 | ( | 0.9% | ) | | 4523 | ( | 0.8% | ) | | 3816 | ( | 0.7% | ) | | 3364 | ( | 0.6% | ) | | 3079 | ( | 0.6% | ) | | 2320 | ( | 0.4% | ) | | 2239 | ( | 0.4% | ) | | 1600 | ( | 0.3% | ) | | 43704 | ( | 8.1% | ) |
|
 |
0
(0.0%) |
| soil_pH
[numeric] |
| Mean (sd) : 6.1 (1) | | min ≤ med ≤ max: | | 0 ≤ 5.9 ≤ 8.9 | | IQR (CV) : 1.4 (0.2) |
|
859 distinct values |
 |
426799
(79.5%) |
| soil_pH_KCl
[numeric] |
| Mean (sd) : 5.6 (1.2) | | min ≤ med ≤ max: | | 3.9 ≤ 5.1 ≤ 7.8 | | IQR (CV) : 2.1 (0.2) |
|
46 distinct values |
 |
535933
(99.8%) |
| soil_pH_CaCl2
[numeric] |
| Mean (sd) : 5.6 (1.2) | | min ≤ med ≤ max: | | 0 ≤ 5.1 ≤ 8.4 | | IQR (CV) : 1.5 (0.2) |
|
116 distinct values |
 |
524452
(97.7%) |
| soil_sand
[numeric] |
| Mean (sd) : 55.3 (44.9) | | min ≤ med ≤ max: | | 0 ≤ 51 ≤ 862.6 | | IQR (CV) : 40 (0.8) |
|
1148 distinct values |
 |
458990
(85.5%) |
| soil_clay
[numeric] |
| Mean (sd) : 29.1 (36.9) | | min ≤ med ≤ max: | | 0 ≤ 25 ≤ 764.3 | | IQR (CV) : 22.5 (1.3) |
|
742 distinct values |
 |
446963
(83.3%) |
| soil_silt
[numeric] |
| Mean (sd) : 23.4 (30.4) | | min ≤ med ≤ max: | | 0 ≤ 12.8 ≤ 340.4 | | IQR (CV) : 22.7 (1.3) |
|
553 distinct values |
 |
488729
(91.0%) |
| soil_texture
[character] |
| 1. (Empty string) | | 2. sandy loam | | 3. medium | | 4. clay | | 5. sandy clay loam | | 6. loam | | 7. sand | | 8. loamy sand | | 9. clay loam | | 10. silty loam | | [ 7 others ] |
|
| 487919 | ( | 90.9% | ) | | 9489 | ( | 1.8% | ) | | 7301 | ( | 1.4% | ) | | 7172 | ( | 1.3% | ) | | 5776 | ( | 1.1% | ) | | 5090 | ( | 0.9% | ) | | 4511 | ( | 0.8% | ) | | 3001 | ( | 0.6% | ) | | 2196 | ( | 0.4% | ) | | 1167 | ( | 0.2% | ) | | 3247 | ( | 0.6% | ) |
|
 |
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 |
 |
536453
(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 |
 |
536453
(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 |
 |
536453
(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 |
 |
536453
(99.9%) |
| soil_SOM
[numeric] |
| Mean (sd) : 2.9 (3.8) | | min ≤ med ≤ max: | | 0 ≤ 1.8 ≤ 59 | | IQR (CV) : 1.7 (1.3) |
|
723 distinct values |
 |
505304
(94.1%) |
| soil_C_total
[numeric] |
| Mean (sd) : 1.8 (0.8) | | min ≤ med ≤ max: | | 0.3 ≤ 1.8 ≤ 5.5 | | IQR (CV) : 0.8 (0.4) |
|
259 distinct values |
 |
535076
(99.7%) |
| soil_SOC
[numeric] |
| Mean (sd) : 4.3 (21) | | min ≤ med ≤ max: | | 0 ≤ 1.3 ≤ 570 | | IQR (CV) : 1.7 (4.9) |
|
1708 distinct values |
 |
454668
(84.7%) |
| soil_C_stock
[integer] |
| Mean (sd) : 9282.5 (4018.1) | | min ≤ med ≤ max: | | 4221 ≤ 8179 ≤ 18583 | | IQR (CV) : 7081.5 (0.4) |
|
48 distinct values |
 |
536821
(100.0%) |
| soil_C_litter
[integer] |
| Mean (sd) : 85.7 (66.3) | | min ≤ med ≤ max: | | 0 ≤ 90 ≤ 290 | | IQR (CV) : 120 (0.8) |
|
30 distinct values |
 |
528997
(98.5%) |
| soil_N
[numeric] |
| Mean (sd) : 575.9 (2514.7) | | min ≤ med ≤ max: | | -1.1 ≤ 4.4 ≤ 209205 | | IQR (CV) : 899.8 (4.4) |
|
5538 distinct values |
 |
466317
(86.9%) |
| soil_NO3
[numeric] |
| Mean (sd) : 6.3 (7.8) | | min ≤ med ≤ max: | | -0.4 ≤ 3.8 ≤ 154.9 | | IQR (CV) : 7.5 (1.2) |
|
3792 distinct values |
 |
530926
(98.9%) |
| soil_NH4
[numeric] |
| Mean (sd) : 5.7 (8.3) | | min ≤ med ≤ max: | | -1 ≤ 2.9 ≤ 126.2 | | IQR (CV) : 5.7 (1.5) |
|
3769 distinct values |
 |
530925
(98.9%) |
| soil_K
[numeric] |
| Mean (sd) : 2159.4 (16435.7) | | min ≤ med ≤ max: | | 0 ≤ 114 ≤ 3e+05 | | IQR (CV) : 238.5 (7.6) |
|
1433 distinct values |
 |
509167
(94.8%) |
| soil_K_exch
[numeric] |
| Mean (sd) : 5.2 (32.9) | | min ≤ med ≤ max: | | 0 ≤ 0.2 ≤ 515.3 | | IQR (CV) : 0.2 (6.3) |
|
237 distinct values |
 |
504709
(94.0%) |
| soil_P
[numeric] |
| Mean (sd) : 49.2 (899.8) | | min ≤ med ≤ max: | | 0 ≤ 7.7 ≤ 46000 | | IQR (CV) : 12.8 (18.3) |
|
1887 distinct values |
 |
484493
(90.2%) |
| soil_P_method
[character] |
| 1. (Empty string) | | 2. Olsen | | 3. Bray | | 4. Bray I | | 5. Bray-1 | | 6. Bray1 | | 7. Mehlich3 | | 8. Mehlich 3 | | 9. Bray II | | 10. BrayI | | [ 10 others ] |
|
| 519626 | ( | 96.8% | ) | | 12757 | ( | 2.4% | ) | | 1762 | ( | 0.3% | ) | | 952 | ( | 0.2% | ) | | 581 | ( | 0.1% | ) | | 301 | ( | 0.1% | ) | | 188 | ( | 0.0% | ) | | 128 | ( | 0.0% | ) | | 109 | ( | 0.0% | ) | | 84 | ( | 0.0% | ) | | 381 | ( | 0.1% | ) |
|
 |
0
(0.0%) |
| soil_P_total
[numeric] |
| Mean (sd) : 75.6 (138.2) | | min ≤ med ≤ max: | | 0 ≤ 14.6 ≤ 1630 | | IQR (CV) : 55 (1.8) |
|
616 distinct values |
 |
525649
(97.9%) |
| soil_Ca
[numeric] |
| Mean (sd) : 16074.1 (180598) | | min ≤ med ≤ max: | | 0.1 ≤ 308 ≤ 2734000 | | IQR (CV) : 1955.3 (11.2) |
|
762 distinct values |
 |
525148
(97.8%) |
| soil_Ca_exch
[numeric] |
| Mean (sd) : 3.3 (2.2) | | min ≤ med ≤ max: | | 0.6 ≤ 2.7 ≤ 9.9 | | IQR (CV) : 2.5 (0.7) |
|
198 distinct values |
 |
506656
(94.4%) |
| soil_Mg
[numeric] |
| Mean (sd) : 1649.8 (18348.1) | | min ≤ med ≤ max: | | 0.1 ≤ 69.4 ≤ 357000 | | IQR (CV) : 248.8 (11.1) |
|
765 distinct values |
 |
525053
(97.8%) |
| soil_Mg_exch
[numeric] |
| Mean (sd) : 0.9 (0.5) | | min ≤ med ≤ max: | | 0.1 ≤ 0.8 ≤ 8.5 | | IQR (CV) : 0.6 (0.6) |
|
120 distinct values |
 |
506678
(94.4%) |
| soil_B
[numeric] |
| Mean (sd) : 15.9 (126.3) | | min ≤ med ≤ max: | | 0 ≤ 0.3 ≤ 2000 | | IQR (CV) : 0.8 (7.9) |
|
344 distinct values |
 |
531815
(99.1%) |
| soil_Cu
[numeric] |
| Mean (sd) : 45.6 (340.9) | | min ≤ med ≤ max: | | 0.2 ≤ 2.1 ≤ 3770 | | IQR (CV) : 4.5 (7.5) |
|
381 distinct values |
 |
531478
(99.0%) |
| soil_Mn
[numeric] |
| Mean (sd) : 826.9 (6668.4) | | min ≤ med ≤ max: | | 0 ≤ 12.3 ≤ 85000 | | IQR (CV) : 69.7 (8.1) |
|
548 distinct values |
|
531046
(98.9%) |
| soil_Mo
[integer] |
1 distinct value |
|
 |
536849
(100.0%) |
| soil_Fe
[numeric] |
| Mean (sd) : 1503.5 (15428.3) | | min ≤ med ≤ max: | | 0 ≤ 41.1 ≤ 284000 | | IQR (CV) : 109.2 (10.3) |
|
578 distinct values |
 |
527910
(98.3%) |
| soil_S
[numeric] |
| Mean (sd) : 145 (1134.8) | | min ≤ med ≤ max: | | 0.5 ≤ 9.1 ≤ 14000 | | IQR (CV) : 12.5 (7.8) |
|
373 distinct values |
|
530808
(98.9%) |
| soil_Zn
[numeric] |
| Mean (sd) : 20.1 (249.8) | | min ≤ med ≤ max: | | 0 ≤ 1.9 ≤ 8030 | | IQR (CV) : 3.4 (12.4) |
|
576 distinct values |
 |
519575
(96.8%) |
| soil_Na
[numeric] |
| Mean (sd) : 410.1 (2862.2) | | min ≤ med ≤ max: | | 0 ≤ 10.4 ≤ 95000 | | IQR (CV) : 53.4 (7) |
|
205 distinct values |
 |
532297
(99.1%) |
| soil_Na_exch
[numeric] |
| Mean (sd) : 0 (0) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 0.3 | | IQR (CV) : 0 (1.2) |
|
6 distinct values |
 |
534429
(99.5%) |
| soil_Al
[numeric] |
| Mean (sd) : 34448.3 (112921.1) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 503000 | | IQR (CV) : 0 (3.3) |
|
68 distinct values |
 |
535941
(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 |
 |
536829
(100.0%) |
| soil_EC
[numeric] |
| Mean (sd) : 10.2 (22.5) | | min ≤ med ≤ max: | | 0 ≤ 1.5 ≤ 125 | | IQR (CV) : 3.9 (2.2) |
|
1023 distinct values |
 |
533378
(99.3%) |
| soil_bd
[numeric] |
| Mean (sd) : 156.9 (4109.7) | | min ≤ med ≤ max: | | 0 ≤ 1.3 ≤ 141000 | | IQR (CV) : 0.1 (26.2) |
|
657 distinct values |
 |
527438
(98.2%) |
| soil_ECEC
[numeric] |
| Mean (sd) : 6.4 (4.9) | | min ≤ med ≤ max: | | 1 ≤ 3.9 ≤ 22.5 | | IQR (CV) : 7.5 (0.8) |
|
182 distinct values |
 |
535681
(99.8%) |
| soil_CEC
[numeric] |
| Mean (sd) : 13.5 (10.2) | | min ≤ med ≤ max: | | 0 ≤ 9.3 ≤ 50.8 | | IQR (CV) : 15.7 (0.8) |
|
410 distinct values |
 |
524412
(97.7%) |
| soil_acidity_sat
[numeric] |
| Mean (sd) : 1.9 (1.3) | | min ≤ med ≤ max: | | 0.7 ≤ 1.3 ≤ 4.6 | | IQR (CV) : 2.2 (0.7) |
|
14 distinct values |
 |
536279
(99.9%) |
| soil_color
[character] |
| 1. (Empty string) | | 2. Red | | 3. Grey | | 4. black | | 5. brown | | 6. light black | | 7. Black | | 8. dark grey | | 9. dark brown | | 10. Brown | | [ 26 others ] |
|
| 529610 | ( | 98.6% | ) | | 2296 | ( | 0.4% | ) | | 1123 | ( | 0.2% | ) | | 691 | ( | 0.1% | ) | | 533 | ( | 0.1% | ) | | 493 | ( | 0.1% | ) | | 400 | ( | 0.1% | ) | | 221 | ( | 0.0% | ) | | 194 | ( | 0.0% | ) | | 190 | ( | 0.0% | ) | | 1118 | ( | 0.2% | ) |
|
 |
0
(0.0%) |
| soil_quality
[character] |
| 1. (Empty string) | | 2. better | | 3. same |
|
| 536789 | ( | 100.0% | ) | | 56 | ( | 0.0% | ) | | 24 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| landscape_position
[character] |
| 1. (Empty string) | | 2. Bottomland | | 3. Medium land | | 4. Slope | | 5. Upland |
|
| 536657 | ( | 100.0% | ) | | 62 | ( | 0.0% | ) | | 44 | ( | 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 |
|
| 534691 | ( | 99.6% | ) | | 250 | ( | 0.0% | ) | | 105 | ( | 0.0% | ) | | 1717 | ( | 0.3% | ) | | 106 | ( | 0.0% | ) |
|
|
0
(0.0%) |
| soil_ex_acidity
[numeric] |
| Mean (sd) : 0.5 (0.9) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 5.8 | | IQR (CV) : 0.6 (1.9) |
|
71 distinct values |
 |
536152
(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 |
 |
536829
(100.0%) |
| soil_WHC_sat
[numeric] |
| Mean (sd) : 8.5 (12.8) | | min ≤ med ≤ max: | | 0 ≤ 1 ≤ 37 | | IQR (CV) : 3 (1.5) |
|
80 distinct values |
 |
536520
(99.9%) |
| soil_CaCO3
[integer] |
1 distinct value |
|
 |
536771
(100.0%) |
| soil_N_total
[numeric] |
| Mean (sd) : 283.6 (1003.9) | | min ≤ med ≤ max: | | 0 ≤ 0.7 ≤ 13000 | | IQR (CV) : 1.2 (3.5) |
|
655 distinct values |
 |
524080
(97.6%) |
| 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 |
 |
536782
(100.0%) |
| soil_N2O
[numeric] |
| Mean (sd) : 4.4 (3.1) | | min ≤ med ≤ max: | | 0.9 ≤ 3.5 ≤ 16.8 | | IQR (CV) : 3.1 (0.7) |
|
31 distinct values |
 |
532770
(99.2%) |
| 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 |
 |
536782
(100.0%) |
| soil_FC
[numeric] |
| Mean (sd) : 287.1 (101.1) | | min ≤ med ≤ max: | | 8.4 ≤ 332 ≤ 343 | | IQR (CV) : 62 (0.4) |
|
22 distinct values |
 |
535947
(99.8%) |
| soil_PWP
[numeric] |
| Mean (sd) : 5.6 (2) | | min ≤ med ≤ max: | | 4.6 ≤ 4.8 ≤ 10.3 | | IQR (CV) : 0 (0.4) |
|
7 distinct values |
 |
536771
(100.0%) |
| soil_POXC
[numeric] |
| Mean (sd) : 497.8 (201) | | min ≤ med ≤ max: | | 51 ≤ 483.7 ≤ 1345.9 | | IQR (CV) : 291.7 (0.4) |
|
371 distinct values |
 |
536412
(99.9%) |
| soil_protein
[numeric] |
| Mean (sd) : 4.7 (1.8) | | min ≤ med ≤ max: | | 1.5 ≤ 4.4 ≤ 14.8 | | IQR (CV) : 2.4 (0.4) |
|
376 distinct values |
 |
536090
(99.9%) |
| soil_MBC
[numeric] |
| Mean (sd) : 513.9 (444.2) | | min ≤ med ≤ max: | | 18.1 ≤ 374.7 ≤ 1433 | | IQR (CV) : 806.6 (0.9) |
|
113 distinct values |
 |
536707
(100.0%) |
| soil_MBN
[numeric] |
| Mean (sd) : 8.5 (3.1) | | min ≤ med ≤ max: | | 0.6 ≤ 8.7 ≤ 14.9 | | IQR (CV) : 3.5 (0.4) |
|
36 distinct values |
 |
536833
(100.0%) |
| soil_MBP
[numeric] |
| Mean (sd) : 0.7 (0.5) | | min ≤ med ≤ max: | | 0 ≤ 0.6 ≤ 1.9 | | IQR (CV) : 0.8 (0.7) |
|
36 distinct values |
 |
536833
(100.0%) |
| soil_ACP
[numeric] |
| Mean (sd) : 94.8 (33.9) | | min ≤ med ≤ max: | | 36.2 ≤ 85.9 ≤ 157.7 | | IQR (CV) : 55.5 (0.4) |
|
90 distinct values |
 |
536779
(100.0%) |
| soil_ALP
[numeric] |
| Mean (sd) : 46.3 (19.2) | | min ≤ med ≤ max: | | 18.4 ≤ 41.9 ≤ 92.6 | | IQR (CV) : 25.7 (0.4) |
|
90 distinct values |
 |
536779
(100.0%) |
| hhid
[character] |
| 1. (Empty string) | | 2. 12555 | | 3. 12190 | | 4. 53 | | 5. 43826 | | 6. 16 | | 7. 9 | | 8. 2 | | 9. 109 | | 10. 24 | | [ 1438 others ] |
|
| 528508 | ( | 98.4% | ) | | 104 | ( | 0.0% | ) | | 96 | ( | 0.0% | ) | | 78 | ( | 0.0% | ) | | 75 | ( | 0.0% | ) | | 63 | ( | 0.0% | ) | | 62 | ( | 0.0% | ) | | 60 | ( | 0.0% | ) | | 58 | ( | 0.0% | ) | | 57 | ( | 0.0% | ) | | 7708 | ( | 1.4% | ) |
|
 |
0
(0.0%) |
| hh_size
[integer] |
| Mean (sd) : 5.3 (1.9) | | min ≤ med ≤ max: | | 1 ≤ 5 ≤ 11 | | IQR (CV) : 2 (0.4) |
|
11 distinct values |
 |
532318
(99.2%) |
| age
[integer] |
| Mean (sd) : 46.8 (12.6) | | min ≤ med ≤ max: | | 25 ≤ 45 ≤ 83 | | IQR (CV) : 14 (0.3) |
|
50 distinct values |
 |
532305
(99.1%) |
| sex
[character] |
| 1. (Empty string) | | 2. Female | | 3. male | | 4. Male |
|
| 532295 | ( | 99.1% | ) | | 2267 | ( | 0.4% | ) | | 13 | ( | 0.0% | ) | | 2294 | ( | 0.4% | ) |
|
 |
0
(0.0%) |
| farmland
[numeric] |
| Mean (sd) : 14.8 (20.3) | | min ≤ med ≤ max: | | 0 ≤ 7 ≤ 120 | | IQR (CV) : 17 (1.4) |
|
240 distinct values |
 |
534218
(99.5%) |
| cropland_owned
[integer] |
| Mean (sd) : 10727.3 (4674.1) | | min ≤ med ≤ max: | | 1600 ≤ 12000 ≤ 26000 | | IQR (CV) : 4000 (0.4) |
|
27 distinct values |
 |
532624
(99.2%) |
| field_id
[character] |
| 1. (Empty string) | | 2. eth__045 | | 3. eth__048 | | 4. rwa__097 | | 5. rwa__039 | | 6. rwa__067 | | 7. rwa__100 | | 8. rwa__102 | | 9. rwa__052 | | 10. rwa__075 | | [ 5720 others ] |
|
| 530147 | ( | 98.7% | ) | | 84 | ( | 0.0% | ) | | 84 | ( | 0.0% | ) | | 84 | ( | 0.0% | ) | | 82 | ( | 0.0% | ) | | 63 | ( | 0.0% | ) | | 42 | ( | 0.0% | ) | | 42 | ( | 0.0% | ) | | 41 | ( | 0.0% | ) | | 41 | ( | 0.0% | ) | | 6159 | ( | 1.1% | ) |
|
 |
0
(0.0%) |
| field_size
[numeric] |
| Mean (sd) : 1.8 (2) | | min ≤ med ≤ max: | | 0.5 ≤ 1 ≤ 14 | | IQR (CV) : 1 (1.1) |
|
21 distinct values |
 |
536478
(99.9%) |
| station_id
[character] |
| 1. (Empty string) | | 2. CHSH2 | | 3. MKSH2 | | 4. MJSH3 | | 5. MJSO1 | | 6. MJRH1 | | 7. MJRO1 | | 8. MKSO1 | | 9. MJSH1 | | 10. MJSH2 | | [ 6 others ] |
|
| 527636 | ( | 98.3% | ) | | 620 | ( | 0.1% | ) | | 619 | ( | 0.1% | ) | | 618 | ( | 0.1% | ) | | 618 | ( | 0.1% | ) | | 617 | ( | 0.1% | ) | | 617 | ( | 0.1% | ) | | 617 | ( | 0.1% | ) | | 615 | ( | 0.1% | ) | | 615 | ( | 0.1% | ) | | 3677 | ( | 0.7% | ) |
|
 |
0
(0.0%) |
| station_name
[character] |
| 1. (Empty string) | | 2. Cimel | | 3. ICRISAT_PAT | | 4. QWAQWA; UNIQWA |
|
| 531795 | ( | 99.1% | ) | | 4225 | ( | 0.8% | ) | | 244 | ( | 0.0% | ) | | 605 | ( | 0.1% | ) |
|
 |
0
(0.0%) |
| prec
[numeric] |
| Mean (sd) : 6.9 (54.4) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 932 | | IQR (CV) : 0 (7.9) |
|
1562 distinct values |
 |
454407
(84.6%) |
| temp
[numeric] |
| Mean (sd) : 20.5 (5.2) | | min ≤ med ≤ max: | | 0 ≤ 22.1 ≤ 38 | | IQR (CV) : 5.7 (0.3) |
|
3585 distinct values |
 |
473285
(88.2%) |
| tmin
[numeric] |
| Mean (sd) : 17 (8.6) | | min ≤ med ≤ max: | | -22.9 ≤ 17 ≤ 77.4 | | IQR (CV) : 7.9 (0.5) |
|
3910 distinct values |
 |
466559
(86.9%) |
| tmax
[numeric] |
| Mean (sd) : 29.4 (10.4) | | min ≤ med ≤ max: | | -6.7 ≤ 28.6 ≤ 105 | | IQR (CV) : 5.2 (0.4) |
|
4520 distinct values |
 |
460963
(85.9%) |
| 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 |
 |
535047
(99.7%) |
| rhum
[numeric] |
| Mean (sd) : 72 (13.9) | | min ≤ med ≤ max: | | 20 ≤ 74.7 ≤ 100 | | IQR (CV) : 18.9 (0.2) |
|
5652 distinct values |
 |
514761
(95.9%) |
| rhmn
[numeric] |
| Mean (sd) : 74.5 (22.6) | | min ≤ med ≤ max: | | 0.6 ≤ 80.6 ≤ 100 | | IQR (CV) : 39.4 (0.3) |
|
5455 distinct values |
 |
486224
(90.6%) |
| rhmx
[numeric] |
| Mean (sd) : 92.2 (9.7) | | min ≤ med ≤ max: | | 21.8 ≤ 96 ≤ 100 | | IQR (CV) : 11.5 (0.1) |
|
660 distinct values |
 |
531821
(99.1%) |
| irad
[numeric] |
| Mean (sd) : 130.9 (97.9) | | min ≤ med ≤ max: | | -11.6 ≤ 109.4 ≤ 360.1 | | IQR (CV) : 168.2 (0.7) |
|
1434 distinct values |
 |
534675
(99.6%) |
| srad
[numeric] |
| Mean (sd) : 929.3 (3656.2) | | min ≤ med ≤ max: | | -41.9 ≤ 24.3 ≤ 1e+05 | | IQR (CV) : 439.7 (3.9) |
|
19367 distinct values |
 |
449944
(83.8%) |
| wspd
[numeric] |
| Mean (sd) : 8.8 (20) | | min ≤ med ≤ max: | | 0 ≤ 1.4 ≤ 611 | | IQR (CV) : 2.1 (2.3) |
|
8616 distinct values |
 |
459119
(85.5%) |
| wspdmx
[numeric] |
| Mean (sd) : 7 (2.3) | | min ≤ med ≤ max: | | 0 ≤ 7 ≤ 28 | | IQR (CV) : 2 (0.3) |
|
728 distinct values |
 |
532670
(99.2%) |
| wdir
[numeric] |
| Mean (sd) : 121.4 (141.3) | | min ≤ med ≤ max: | | 0 ≤ 28 ≤ 360 | | IQR (CV) : 295.2 (1.2) |
|
7993 distinct values |
 |
489539
(91.2%) |
| 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 |
 |
534519
(99.6%) |
| ETo
[numeric] |
| Mean (sd) : 3.5 (1.7) | | min ≤ med ≤ max: | | 0.4 ≤ 3.5 ≤ 10.3 | | IQR (CV) : 2.5 (0.5) |
|
3823 distinct values |
 |
531421
(99.0%) |
| ETP
[numeric] |
| Mean (sd) : 3.7 (1.7) | | min ≤ med ≤ max: | | 0 ≤ 3.6 ≤ 8.4 | | IQR (CV) : 1.9 (0.5) |
|
680 distinct values |
 |
523312
(97.5%) |