date
[character] |
1. (Empty string) | 2. 2016 | 3. 2018 | 4. 2015 | 5. 2019 | 6. 2018-09-27 | 7. 2018-10-25 | 8. 2018-10-27 | 9. 2019-08-27 | 10. 2018-09-19 | [ 1565 others ] |
|
29966 | ( | 27.6% | ) | 3119 | ( | 2.9% | ) | 2713 | ( | 2.5% | ) | 844 | ( | 0.8% | ) | 807 | ( | 0.7% | ) | 348 | ( | 0.3% | ) | 302 | ( | 0.3% | ) | 298 | ( | 0.3% | ) | 289 | ( | 0.3% | ) | 278 | ( | 0.3% | ) | 69778 | ( | 64.2% | ) |
|
 |
0
(0.0%) |
country
[character] |
1. India | 2. Tanzania | 3. Kenya | 4. Ethiopia | 5. Burkina Faso | 6. Rwanda | 7. Niger | 8. Madagascar | 9. Vietnam | 10. Mali | [ 29 others ] |
|
26131 | ( | 24.0% | ) | 13732 | ( | 12.6% | ) | 11283 | ( | 10.4% | ) | 6974 | ( | 6.4% | ) | 6771 | ( | 6.2% | ) | 4793 | ( | 4.4% | ) | 4232 | ( | 3.9% | ) | 3803 | ( | 3.5% | ) | 3373 | ( | 3.1% | ) | 3309 | ( | 3.0% | ) | 24341 | ( | 22.4% | ) |
|
 |
0
(0.0%) |
adm1
[character] |
1. (Empty string) | 2. Bihar | 3. UttarPradesh | 4. Odisha | 5. Amhara | 6. Southern Highlands | 7. Dosso | 8. WestBengal | 9. Thai_nguyen | 10. 1 | [ 208 others ] |
|
28776 | ( | 26.5% | ) | 12934 | ( | 11.9% | ) | 4408 | ( | 4.1% | ) | 2155 | ( | 2.0% | ) | 2025 | ( | 1.9% | ) | 1810 | ( | 1.7% | ) | 1696 | ( | 1.6% | ) | 1536 | ( | 1.4% | ) | 1412 | ( | 1.3% | ) | 1401 | ( | 1.3% | ) | 50589 | ( | 46.5% | ) |
|
 |
0
(0.0%) |
adm2
[character] |
1. (Empty string) | 2. Maharajganj | 3. Chandauli | 4. Nalanda | 5. Mayurbhanj | 6. EastChamparan | 7. Siddharthnagar | 8. Gazipur | 9. Muzaffarpur | 10. Munger | [ 485 others ] |
|
75426 | ( | 69.4% | ) | 614 | ( | 0.6% | ) | 592 | ( | 0.5% | ) | 590 | ( | 0.5% | ) | 588 | ( | 0.5% | ) | 585 | ( | 0.5% | ) | 583 | ( | 0.5% | ) | 582 | ( | 0.5% | ) | 572 | ( | 0.5% | ) | 570 | ( | 0.5% | ) | 28040 | ( | 25.8% | ) |
|
 |
0
(0.0%) |
adm3
[character] |
1. (Empty string) | 2. Agrary | 3. Kharagpur | 4. Bhabua | 5. Songea_Rural | 6. Chahaniya | 7. Angonia | 8. Abanpur | 9. Madhepura | 10. Iringa_Rural | [ 1184 others ] |
|
79039 | ( | 72.7% | ) | 514 | ( | 0.5% | ) | 183 | ( | 0.2% | ) | 170 | ( | 0.2% | ) | 162 | ( | 0.1% | ) | 153 | ( | 0.1% | ) | 152 | ( | 0.1% | ) | 150 | ( | 0.1% | ) | 146 | ( | 0.1% | ) | 144 | ( | 0.1% | ) | 27929 | ( | 25.7% | ) |
|
 |
0
(0.0%) |
adm4
[character] |
1. (Empty string) | 2. Sepeko | 3. Maposeni | 4. Ntuchi | 5. Ulembwe | 6. Laela | 7. Madilu | 8. Kahe | 9. Magamba | 10. Njoro | [ 313 others ] |
|
105203 | ( | 96.7% | ) | 120 | ( | 0.1% | ) | 108 | ( | 0.1% | ) | 96 | ( | 0.1% | ) | 96 | ( | 0.1% | ) | 90 | ( | 0.1% | ) | 90 | ( | 0.1% | ) | 80 | ( | 0.1% | ) | 78 | ( | 0.1% | ) | 78 | ( | 0.1% | ) | 2703 | ( | 2.5% | ) |
|
 |
0
(0.0%) |
location
[character] |
1. (Empty string) | 2. Ambohimiarina | 3. Phu_binh | 4. Antsahamamy | 5. Sourou | 6. Ambohitsilaozana | 7. Basona_worena | 8. Mai_son | 9. Sinana | 10. West_gonja | [ 5567 others ] |
|
40265 | ( | 37.0% | ) | 1584 | ( | 1.5% | ) | 1333 | ( | 1.2% | ) | 977 | ( | 0.9% | ) | 842 | ( | 0.8% | ) | 757 | ( | 0.7% | ) | 726 | ( | 0.7% | ) | 622 | ( | 0.6% | ) | 598 | ( | 0.5% | ) | 508 | ( | 0.5% | ) | 60530 | ( | 55.7% | ) |
|
 |
0
(0.0%) |
site
[character] |
1. (Empty string) | 2. Iditima | 3. Mikoroshini | 4. Udagut | 5. Kasama | 6. Kitichi | 7. Lunyanywi | 8. Mashua | 9. Gehandu | 10. Idunda | [ 223 others ] |
|
105955 | ( | 97.4% | ) | 48 | ( | 0.0% | ) | 48 | ( | 0.0% | ) | 48 | ( | 0.0% | ) | 44 | ( | 0.0% | ) | 42 | ( | 0.0% | ) | 42 | ( | 0.0% | ) | 42 | ( | 0.0% | ) | 38 | ( | 0.0% | ) | 36 | ( | 0.0% | ) | 2399 | ( | 2.2% | ) |
|
 |
0
(0.0%) |
geo_from_source
[logical] |
|
|
 |
3221
(3.0%) |
elevation
[numeric] |
Mean (sd) : 961.9 (807.4) | min ≤ med ≤ max: | -1932 ≤ 758.1 ≤ 8234.2 | IQR (CV) : 1238 (0.8) |
|
28963 distinct values |
 |
58599
(53.9%) |
planting_date
[character] |
1. (Empty string) | 2. 2016-05-01 | 3. 2016 | 4. 2012-12 | 5. 2017-11-25 | 6. 2017-07-10 | 7. 2015 | 8. 2014 | 9. 2017-11-30 | 10. 2017-11-22 | [ 1869 others ] |
|
61286 | ( | 56.4% | ) | 2336 | ( | 2.1% | ) | 1752 | ( | 1.6% | ) | 1302 | ( | 1.2% | ) | 488 | ( | 0.4% | ) | 483 | ( | 0.4% | ) | 461 | ( | 0.4% | ) | 434 | ( | 0.4% | ) | 433 | ( | 0.4% | ) | 417 | ( | 0.4% | ) | 39350 | ( | 36.2% | ) |
|
 |
0
(0.0%) |
transplanting_date
[IDate,
Date] |
min : 2013-04-16 | med : 2014-08-08 | max : 2017-07-04 | range : 4y 2m 18d |
|
180 distinct values |
 |
108265
(99.6%) |
harvest_date
[character] |
1. (Empty string) | 2. 2016-12-01 | 3. 2013-03 | 4. 2018-04-20 | 5. 2018-04-10 | 6. 2018-04-18 | 7. 2018-04-12 | 8. 2018-04-15 | 9. 2016 | 10. 2018-04-19 | [ 1335 others ] |
|
70770 | ( | 65.1% | ) | 2334 | ( | 2.1% | ) | 1302 | ( | 1.2% | ) | 714 | ( | 0.7% | ) | 585 | ( | 0.5% | ) | 530 | ( | 0.5% | ) | 489 | ( | 0.4% | ) | 455 | ( | 0.4% | ) | 414 | ( | 0.4% | ) | 413 | ( | 0.4% | ) | 30736 | ( | 28.3% | ) |
|
 |
0
(0.0%) |
season
[character] |
1. (Empty string) | 2. Kharif | 3. first season | 4. Rabi | 5. 2012-2013 | 6. 2009-2010 | 7. 2007-2008 | 8. 2008-2009 | 9. second season | 10. 2006-2007 | [ 12 others ] |
|
63889 | ( | 58.8% | ) | 15025 | ( | 13.8% | ) | 13882 | ( | 12.8% | ) | 7808 | ( | 7.2% | ) | 1801 | ( | 1.7% | ) | 1151 | ( | 1.1% | ) | 978 | ( | 0.9% | ) | 958 | ( | 0.9% | ) | 891 | ( | 0.8% | ) | 716 | ( | 0.7% | ) | 1643 | ( | 1.5% | ) |
|
 |
0
(0.0%) |
on_farm
[logical] |
|
|
 |
22862
(21.0%) |
is_survey
[logical] |
|
|
 |
2
(0.0%) |
rep
[integer] |
Mean (sd) : 3.6 (2.1) | min ≤ med ≤ max: | 1 ≤ 3 ≤ 8 | IQR (CV) : 3 (0.6) |
|
1 | : | 377 | ( | 20.1% | ) | 2 | : | 325 | ( | 17.4% | ) | 3 | : | 317 | ( | 16.9% | ) | 4 | : | 316 | ( | 16.9% | ) | 5 | : | 163 | ( | 8.7% | ) | 6 | : | 125 | ( | 6.7% | ) | 7 | : | 125 | ( | 6.7% | ) | 8 | : | 125 | ( | 6.7% | ) |
|
 |
106869
(98.3%) |
crop
[character] |
1. (Empty string) | 2. maize | 3. rice | 4. wheat | 5. soybean | 6. groundnut | 7. common bean | 8. cowpea | 9. sorghum | 10. finger millet | [ 6 others ] |
|
54875 | ( | 50.5% | ) | 22879 | ( | 21.0% | ) | 19924 | ( | 18.3% | ) | 7648 | ( | 7.0% | ) | 1829 | ( | 1.7% | ) | 892 | ( | 0.8% | ) | 303 | ( | 0.3% | ) | 228 | ( | 0.2% | ) | 65 | ( | 0.1% | ) | 56 | ( | 0.1% | ) | 43 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
variety
[character] |
1. (Empty string) | 2. MTU_7029 | 3. Arize6444Gold | 4. PBW343 | 5. HD2967 | 6. UP262 | 7. BPT5204 | 8. MTU7029 | 9. LOK1 | 10. PBW154 | [ 1066 others ] |
|
82391 | ( | 75.8% | ) | 2442 | ( | 2.2% | ) | 1935 | ( | 1.8% | ) | 1616 | ( | 1.5% | ) | 1513 | ( | 1.4% | ) | 885 | ( | 0.8% | ) | 798 | ( | 0.7% | ) | 720 | ( | 0.7% | ) | 621 | ( | 0.6% | ) | 588 | ( | 0.5% | ) | 15233 | ( | 14.0% | ) |
|
 |
0
(0.0%) |
variety_code
[character] |
1. (Empty string) | 2. BH-540 | 3. BH-543, 540 | 4. BH540 | 5. BH543 | 6. BH543,Shone | 7. BH660 | 8. BH661 | 9. Limu | 10. Limu,540 | 11. Shone |
|
108678 | ( | 99.9% | ) | 1 | ( | 0.0% | ) | 1 | ( | 0.0% | ) | 18 | ( | 0.0% | ) | 10 | ( | 0.0% | ) | 1 | ( | 0.0% | ) | 4 | ( | 0.0% | ) | 2 | ( | 0.0% | ) | 23 | ( | 0.0% | ) | 1 | ( | 0.0% | ) | 3 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
variety_type
[character] |
1. (Empty string) | 2. Improved | 3. hybrid | 4. Hybrid | 5. not hybrid | 6. Local | 7. improved | 8. local | 9. Limu | 10. Basmati | [ 25 others ] |
|
71373 | ( | 65.6% | ) | 18160 | ( | 16.7% | ) | 10734 | ( | 9.9% | ) | 3442 | ( | 3.2% | ) | 2809 | ( | 2.6% | ) | 1167 | ( | 1.1% | ) | 412 | ( | 0.4% | ) | 182 | ( | 0.2% | ) | 68 | ( | 0.1% | ) | 66 | ( | 0.1% | ) | 329 | ( | 0.3% | ) |
|
 |
0
(0.0%) |
variety_traits
[character] |
1. (Empty string) | 2. NA;NA;NA;NA;NA;NA | 3. not maize lethal nec | 4. not maize lethal nec | 5. not maize lethal nec | 6. not maize lethal nec | 7. not maize lethal nec | 8. not maize lethal nec | 9. not maize lethal nec | 10. not maize lethal nec | [ 6 others ] |
|
93969 | ( | 86.4% | ) | 7191 | ( | 6.6% | ) | 2469 | ( | 2.3% | ) | 2420 | ( | 2.2% | ) | 752 | ( | 0.7% | ) | 751 | ( | 0.7% | ) | 277 | ( | 0.3% | ) | 215 | ( | 0.2% | ) | 202 | ( | 0.2% | ) | 165 | ( | 0.2% | ) | 331 | ( | 0.3% | ) |
|
 |
0
(0.0%) |
variety_release_year
[integer] |
Mean (sd) : 2001 (7.2) | min ≤ med ≤ max: | 1981 ≤ 2003 ≤ 2017 | IQR (CV) : 3 (0) |
|
13 distinct values |
 |
101872
(93.7%) |
intercrops
[character] |
1. (Empty string) | 2. common bean | 3. common bean;pigeon p | 4. common bean;pigeon p | 5. common bean;sunflowe | 6. finger millet;pigeon | 7. none | 8. pigeon pea | 9. pigeon pea;sunflower | 10. potato | 11. sunflower |
|
108623 | ( | 99.9% | ) | 37 | ( | 0.0% | ) | 54 | ( | 0.0% | ) | 7 | ( | 0.0% | ) | 6 | ( | 0.0% | ) | 1 | ( | 0.0% | ) | 1 | ( | 0.0% | ) | 6 | ( | 0.0% | ) | 2 | ( | 0.0% | ) | 3 | ( | 0.0% | ) | 2 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
previous_crop
[character] |
1. (Empty string) | 2. wheat | 3. rice | 4. none | 5. maize | 6. mung bean | 7. soybean | 8. groundnut | 9. blackgram | 10. vegetables | [ 29 others ] |
|
84645 | ( | 77.8% | ) | 9409 | ( | 8.7% | ) | 7353 | ( | 6.8% | ) | 3158 | ( | 2.9% | ) | 1064 | ( | 1.0% | ) | 827 | ( | 0.8% | ) | 702 | ( | 0.6% | ) | 386 | ( | 0.4% | ) | 243 | ( | 0.2% | ) | 158 | ( | 0.1% | ) | 797 | ( | 0.7% | ) |
|
 |
0
(0.0%) |
crop_rotation
[character] |
1. (Empty string) | 2. common bean;teff | 3. pepper | 4. pepper;teff | 5. pepper;teff;unknown | 6. teff | 7. vegetables |
|
108658 | ( | 99.9% | ) | 4 | ( | 0.0% | ) | 12 | ( | 0.0% | ) | 2 | ( | 0.0% | ) | 4 | ( | 0.0% | ) | 58 | ( | 0.1% | ) | 4 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
dmy_storage
[integer] |
Mean (sd) : 1571.7 (767.8) | min ≤ med ≤ max: | 396 ≤ 1437 ≤ 4340 | IQR (CV) : 995.5 (0.5) |
|
168 distinct values |
 |
108568
(99.8%) |
dmy_total
[numeric] |
Mean (sd) : 7745.1 (8444.7) | min ≤ med ≤ max: | 0.2 ≤ 5750 ≤ 35145.8 | IQR (CV) : 13551.9 (1.1) |
|
1053 distinct values |
 |
107603
(99.0%) |
dmy_residue
[integer] |
Mean (sd) : 3949 (1458.6) | min ≤ med ≤ max: | 1022 ≤ 3873.5 ≤ 8327 | IQR (CV) : 2033.5 (0.4) |
|
169 distinct values |
 |
108568
(99.8%) |
fwy_total
[numeric] |
Mean (sd) : 5.7 (4.2) | min ≤ med ≤ max: | 0.3 ≤ 5 ≤ 34 | IQR (CV) : 4.7 (0.7) |
|
282 distinct values |
 |
108317
(99.6%) |
fwy_residue
[numeric] |
Mean (sd) : 3.4 (1.9) | min ≤ med ≤ max: | 0.7 ≤ 3.2 ≤ 10.8 | IQR (CV) : 2 (0.6) |
|
53 distinct values |
 |
108625
(99.9%) |
yield_part
[character] |
1. (Empty string) | 2. grain | 3. pod | 4. seed |
|
54875 | ( | 50.5% | ) | 50364 | ( | 46.3% | ) | 288 | ( | 0.3% | ) | 3215 | ( | 3.0% | ) |
|
 |
0
(0.0%) |
yield
[numeric] |
Mean (sd) : 1674.5 (1767.8) | min ≤ med ≤ max: | 0 ≤ 790.7 ≤ 43243.4 | IQR (CV) : 2262.3 (1.1) |
|
16622 distinct values |
 |
55043
(50.6%) |
dm_yield
[numeric] |
Mean (sd) : 2476.7 (983.5) | min ≤ med ≤ max: | 208.3 ≤ 2395.3 ≤ 5149.5 | IQR (CV) : 1429.6 (0.4) |
|
408 distinct values |
 |
108328
(99.6%) |
yield_moisture
[numeric] |
Mean (sd) : 11.4 (2) | min ≤ med ≤ max: | 7.2 ≤ 10.8 ≤ 21.7 | IQR (CV) : 1.4 (0.2) |
|
105 distinct values |
 |
108328
(99.6%) |
seed_weight
[numeric] |
Mean (sd) : 0.7 (0.3) | min ≤ med ≤ max: | 0.1 ≤ 0.7 ≤ 1.4 | IQR (CV) : 0.4 (0.4) |
|
297 distinct values |
 |
108328
(99.6%) |
fertilizer_used
[logical] |
|
|
 |
108625
(99.9%) |
fertilizer_type
[character] |
1. (Empty string) | 2. urea;NPK | 3. none | 4. SSP | 5. D-compound; AN | 6. AN | 7. DAP | 8. NPS;urea | 9. D-compound | 10. SSP; urea | [ 17 others ] |
|
101712 | ( | 93.5% | ) | 3803 | ( | 3.5% | ) | 1299 | ( | 1.2% | ) | 641 | ( | 0.6% | ) | 430 | ( | 0.4% | ) | 320 | ( | 0.3% | ) | 73 | ( | 0.1% | ) | 64 | ( | 0.1% | ) | 62 | ( | 0.1% | ) | 62 | ( | 0.1% | ) | 276 | ( | 0.3% | ) |
|
 |
0
(0.0%) |
fertilizer_amount
[numeric] |
Mean (sd) : 104.8 (189.7) | min ≤ med ≤ max: | 0.1 ≤ 50.5 ≤ 1876 | IQR (CV) : 65.1 (1.8) |
|
125 distinct values |
 |
108150
(99.5%) |
fertilization_method
[character] |
1. (Empty string) | 2. in hole | 3. not in hole |
|
93969 | ( | 86.4% | ) | 5550 | ( | 5.1% | ) | 9223 | ( | 8.5% | ) |
|
 |
0
(0.0%) |
N_fertilizer
[numeric] |
Mean (sd) : 72.6 (67.2) | min ≤ med ≤ max: | 0 ≤ 57.7 ≤ 5419 | IQR (CV) : 112 (0.9) |
|
8561 distinct values |
 |
63228
(58.1%) |
P_fertilizer
[numeric] |
Mean (sd) : 18.3 (15.4) | min ≤ med ≤ max: | 0 ≤ 19.8 ≤ 413.9 | IQR (CV) : 22.8 (0.8) |
|
3687 distinct values |
 |
63228
(58.1%) |
K_fertilizer
[numeric] |
Mean (sd) : 10.9 (19.5) | min ≤ med ≤ max: | 0 ≤ 0 ≤ 399.2 | IQR (CV) : 18.5 (1.8) |
|
1789 distinct values |
 |
66974
(61.6%) |
Zn_fertilizer
[numeric] |
Mean (sd) : 1.2 (12.5) | min ≤ med ≤ max: | 0 ≤ 0 ≤ 1351 | IQR (CV) : 0 (10) |
|
291 distinct values |
 |
85882
(79.0%) |
S_fertilizer
[numeric] |
Mean (sd) : 0.6 (6.3) | min ≤ med ≤ max: | 0 ≤ 0 ≤ 663.8 | IQR (CV) : 0 (9.8) |
|
317 distinct values |
 |
85882
(79.0%) |
B_fertilizer
[numeric] |
Mean (sd) : 0 (0.3) | min ≤ med ≤ max: | 0 ≤ 0 ≤ 29.2 | IQR (CV) : 0 (20.1) |
|
61 distinct values |
 |
85882
(79.0%) |
lime
[numeric] |
Mean (sd) : 7.9 (88.2) | min ≤ med ≤ max: | 0 ≤ 0 ≤ 2500 | IQR (CV) : 0 (11.1) |
|
102 distinct values |
 |
95300
(87.6%) |
gypsum
[logical] |
|
|
|
108742
(100.0%) |
OM_used
[logical] |
|
|
 |
78077
(71.8%) |
OM_type
[character] |
1. (Empty string) | 2. farmyard manure | 3. farmyard manure (dry | 4. farmyard manure (wet | 5. horse manure | 6. none |
|
97958 | ( | 90.1% | ) | 96 | ( | 0.1% | ) | 4564 | ( | 4.2% | ) | 2286 | ( | 2.1% | ) | 1820 | ( | 1.7% | ) | 2018 | ( | 1.9% | ) |
|
 |
0
(0.0%) |
OM_amount
[numeric] |
Mean (sd) : 3815.5 (8355.6) | min ≤ med ≤ max: | 0 ≤ 442.9 ≤ 444789.3 | IQR (CV) : 4942.1 (2.2) |
|
1854 distinct values |
 |
90358
(83.1%) |
inoculated
[logical] |
|
|
 |
101117
(93.0%) |
irrigated
[logical] |
|
|
 |
100126
(92.1%) |
irrigation_source
[character] |
1. (Empty string) | 2. pump | 3. pump and rain | 4. rain |
|
108616 | ( | 99.9% | ) | 61 | ( | 0.1% | ) | 25 | ( | 0.0% | ) | 40 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
land_prep_method
[character] |
1. (Empty string) | 2. TyneCultivator | 3. TyneCultivator FourW | 4. FourWhTractRotavator | 5. TyneCultivator DiscH | 6. conventional | 7. reduced tillage | 8. TyneCultivator DiscH | 9. DiscHarrow FourWhTra | 10. TwoWhTractRotavator | [ 44 others ] |
|
82226 | ( | 75.6% | ) | 6944 | ( | 6.4% | ) | 6004 | ( | 5.5% | ) | 2601 | ( | 2.4% | ) | 2126 | ( | 2.0% | ) | 1931 | ( | 1.8% | ) | 1872 | ( | 1.7% | ) | 1348 | ( | 1.2% | ) | 514 | ( | 0.5% | ) | 487 | ( | 0.4% | ) | 2689 | ( | 2.5% | ) |
|
 |
0
(0.0%) |
planting_method
[character] |
1. (Empty string) | 2. ManualPuddled_Random | 3. Broadcasting | 4. ManualPuddled_Line | 5. DirectBroadcast | 6. DirectSown_Beushenin | 7. ManualRandomTranspla | 8. LineSowingAfterTilla | 9. ZeroTillage | 10. DirectSeededRice | [ 16 others ] |
|
85067 | ( | 78.2% | ) | 13385 | ( | 12.3% | ) | 7246 | ( | 6.7% | ) | 991 | ( | 0.9% | ) | 392 | ( | 0.4% | ) | 305 | ( | 0.3% | ) | 271 | ( | 0.2% | ) | 222 | ( | 0.2% | ) | 183 | ( | 0.2% | ) | 182 | ( | 0.2% | ) | 498 | ( | 0.5% | ) |
|
 |
0
(0.0%) |
row_spacing
[numeric] |
Mean (sd) : 72.5 (16.3) | min ≤ med ≤ max: | 0 ≤ 75.3 ≤ 177.5 | IQR (CV) : 18 (0.2) |
|
819 distinct values |
 |
97990
(90.1%) |
plot_area
[integer] |
Mean (sd) : 1890.1 (5180.6) | min ≤ med ≤ max: | 16 ≤ 16 ≤ 40000 | IQR (CV) : 0 (2.7) |
|
22 distinct values |
 |
108023
(99.3%) |
plant_spacing
[integer] |
Mean (sd) : 16.9 (15.9) | min ≤ med ≤ max: | 0 ≤ 10 ≤ 230 | IQR (CV) : 5 (0.9) |
|
77 distinct values |
 |
106429
(97.9%) |
seed_density
[numeric] |
Mean (sd) : 72.8 (65.4) | min ≤ med ≤ max: | -22.2 ≤ 49.4 ≤ 4756.8 | IQR (CV) : 111.8 (0.9) |
|
941 distinct values |
 |
85882
(79.0%) |
plant_density
[numeric] |
Mean (sd) : 40140.7 (62690.5) | min ≤ med ≤ max: | 0 ≤ 32740 ≤ 1640000 | IQR (CV) : 17234.2 (1.6) |
|
7592 distinct values |
 |
96092
(88.4%) |
cob_density
[integer] |
Mean (sd) : 13185.3 (15617.4) | min ≤ med ≤ max: | 9 ≤ 83 ≤ 76875 | IQR (CV) : 26210.5 (1.2) |
|
162 distinct values |
 |
107935
(99.3%) |
rain
[numeric] |
Mean (sd) : 919.4 (160.3) | min ≤ med ≤ max: | 443.4 ≤ 925.4 ≤ 1325.5 | IQR (CV) : 178.5 (0.2) |
|
481 distinct values |
 |
104939
(96.5%) |
season_constraint
[character] |
1. (Empty string) | 2. disease;not pest;not | 3. disease;not pest;wat | 4. disease;pest;not wat | 5. disease;pest;water_e | 6. not disease;not pest | 7. not disease;not pest | 8. not disease;pest;not | 9. not disease;pest;wat |
|
93969 | ( | 86.4% | ) | 103 | ( | 0.1% | ) | 14 | ( | 0.0% | ) | 235 | ( | 0.2% | ) | 29 | ( | 0.0% | ) | 9269 | ( | 8.5% | ) | 693 | ( | 0.6% | ) | 3994 | ( | 3.7% | ) | 436 | ( | 0.4% | ) |
|
 |
0
(0.0%) |
herbicide_used
[logical] |
|
|
 |
104771
(96.3%) |
herbicide_product
[character] |
1. (Empty string) | 2. atrazine | 3. glyphosate | 4. none |
|
104888 | ( | 96.5% | ) | 26 | ( | 0.0% | ) | 676 | ( | 0.6% | ) | 3152 | ( | 2.9% | ) |
|
 |
0
(0.0%) |
herbicide_timing
[character] |
1. (Empty string) | 2. 35 | 3. 30 | 4. 25 | 5. 2 | 6. 1 | 7. 3 | 8. 32 | 9. 28 | 10. 40 | [ 165 others ] |
|
97905 | ( | 90.0% | ) | 1913 | ( | 1.8% | ) | 1743 | ( | 1.6% | ) | 916 | ( | 0.8% | ) | 847 | ( | 0.8% | ) | 783 | ( | 0.7% | ) | 673 | ( | 0.6% | ) | 542 | ( | 0.5% | ) | 391 | ( | 0.4% | ) | 307 | ( | 0.3% | ) | 2722 | ( | 2.5% | ) |
|
 |
0
(0.0%) |
herbicide_times
[integer] |
Mean (sd) : 1.9 (1.1) | min ≤ med ≤ max: | 0 ≤ 2 ≤ 3 | IQR (CV) : 2 (0.6) |
|
0 | : | 3456 | ( | 15.1% | ) | 1 | : | 4181 | ( | 18.3% | ) | 2 | : | 6868 | ( | 30.0% | ) | 3 | : | 8355 | ( | 36.5% | ) |
|
 |
85882
(79.0%) |
herbicide_amount
[integer] |
1 distinct value |
|
 |
108716
(100.0%) |
weeding_done
[logical] |
|
|
 |
97658
(89.8%) |
weeding_times
[integer] |
Mean (sd) : 0.9 (0.7) | min ≤ med ≤ max: | 0 ≤ 1 ≤ 4 | IQR (CV) : 1 (0.8) |
|
0 | : | 7476 | ( | 32.5% | ) | 1 | : | 11043 | ( | 48.1% | ) | 2 | : | 4042 | ( | 17.6% | ) | 3 | : | 409 | ( | 1.8% | ) | 4 | : | 2 | ( | 0.0% | ) |
|
 |
85770
(78.9%) |
weeding_implement
[character] |
|
|
 |
0
(0.0%) |
weed_species
[character] |
1. (Empty string) | 2. qaliw | 3. qalimi | 4. blackjack | 5. wonderingjew | 6. wandering jew | 7. wanderingjew | 8. blackjack, qaliw | 9. goat weed | 10. macdonald eye | [ 6 others ] |
|
108628 | ( | 99.9% | ) | 36 | ( | 0.0% | ) | 28 | ( | 0.0% | ) | 20 | ( | 0.0% | ) | 7 | ( | 0.0% | ) | 5 | ( | 0.0% | ) | 4 | ( | 0.0% | ) | 2 | ( | 0.0% | ) | 2 | ( | 0.0% | ) | 2 | ( | 0.0% | ) | 8 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
weed_severity
[character] |
1. (Empty string) | 2. 1 | 3. 2 | 4. 3 | 5. high | 6. low | 7. medium | 8. none |
|
85796 | ( | 78.9% | ) | 31 | ( | 0.0% | ) | 51 | ( | 0.0% | ) | 5 | ( | 0.0% | ) | 3390 | ( | 3.1% | ) | 6046 | ( | 5.6% | ) | 12090 | ( | 11.1% | ) | 1333 | ( | 1.2% | ) |
|
 |
0
(0.0%) |
weed_cover
[numeric] |
Mean (sd) : 25.5 (21) | min ≤ med ≤ max: | 1.5 ≤ 17.5 ≤ 80 | IQR (CV) : 32.5 (0.8) |
|
39 distinct values |
 |
108542
(99.8%) |
insecticide_used
[logical] |
|
|
 |
99654
(91.6%) |
insecticide_product
[character] |
1. (Empty string) | 2. unknown | 3. thymate | 4. do not know | 5. don't know | 6. carbofuran | 7. hamla | 8. cypermethrin | 9. confidor | 10. chlorpyrifos | [ 1465 others ] |
|
102530 | ( | 94.3% | ) | 391 | ( | 0.4% | ) | 338 | ( | 0.3% | ) | 237 | ( | 0.2% | ) | 196 | ( | 0.2% | ) | 181 | ( | 0.2% | ) | 180 | ( | 0.2% | ) | 152 | ( | 0.1% | ) | 140 | ( | 0.1% | ) | 118 | ( | 0.1% | ) | 4279 | ( | 3.9% | ) |
|
 |
0
(0.0%) |
pest_severity
[character] |
1. (Empty string) | 2. high | 3. low | 4. medium | 5. none |
|
85883 | ( | 79.0% | ) | 925 | ( | 0.9% | ) | 6952 | ( | 6.4% | ) | 5996 | ( | 5.5% | ) | 8986 | ( | 8.3% | ) |
|
 |
0
(0.0%) |
disease_severity
[character] |
1. (Empty string) | 2. high | 3. low | 4. medium | 5. none |
|
85883 | ( | 79.0% | ) | 448 | ( | 0.4% | ) | 6808 | ( | 6.3% | ) | 4500 | ( | 4.1% | ) | 11103 | ( | 10.2% | ) |
|
 |
0
(0.0%) |
seed_source
[character] |
1. (Empty string) | 2. Cooperative | 3. GovernmentKVKSAU | 4. NeighborRelative | 5. Other | 6. PvtSeedDealer | 7. SelfSaved |
|
85882 | ( | 79.0% | ) | 684 | ( | 0.6% | ) | 856 | ( | 0.8% | ) | 784 | ( | 0.7% | ) | 13 | ( | 0.0% | ) | 17637 | ( | 16.2% | ) | 2886 | ( | 2.7% | ) |
|
 |
0
(0.0%) |
crop_cut
[logical] |
1. TRUE |
|
 |
108674
(99.9%) |
previous_crop_residue_perc
[integer] |
Mean (sd) : 10.1 (19.1) | min ≤ med ≤ max: | 0 ≤ 5 ≤ 100 | IQR (CV) : 5 (1.9) |
|
0 | : | 4157 | ( | 21.1% | ) | 5 | : | 9712 | ( | 49.3% | ) | 10 | : | 3948 | ( | 20.0% | ) | 15 | : | 1 | ( | 0.0% | ) | 20 | : | 549 | ( | 2.8% | ) | 40 | : | 368 | ( | 1.9% | ) | 60 | : | 215 | ( | 1.1% | ) | 80 | : | 172 | ( | 0.9% | ) | 100 | : | 585 | ( | 3.0% | ) |
|
 |
89035
(81.9%) |
previous_crop_burnt
[logical] |
|
|
 |
86571
(79.6%) |
crop_price
[numeric] |
Mean (sd) : 1519.5 (389.4) | min ≤ med ≤ max: | 0 ≤ 1500 ≤ 17352 | IQR (CV) : 300 (0.3) |
|
268 distinct values |
 |
85808
(78.9%) |
flood_stress
[character] |
1. (Empty string) | 2. high | 3. low | 4. medium | 5. none |
|
94521 | ( | 86.9% | ) | 334 | ( | 0.3% | ) | 1813 | ( | 1.7% | ) | 1837 | ( | 1.7% | ) | 10237 | ( | 9.4% | ) |
|
 |
0
(0.0%) |
drought_stress
[character] |
1. (Empty string) | 2. high | 3. low | 4. medium | 5. none |
|
86824 | ( | 79.8% | ) | 1211 | ( | 1.1% | ) | 5429 | ( | 5.0% | ) | 5838 | ( | 5.4% | ) | 9440 | ( | 8.7% | ) |
|
 |
0
(0.0%) |
farmer_gender
[character] |
1. (Empty string) | 2. female | 3. male |
|
108149 | ( | 99.5% | ) | 54 | ( | 0.0% | ) | 539 | ( | 0.5% | ) |
|
 |
0
(0.0%) |
striga_damage
[logical] |
|
|
 |
106218
(97.7%) |
house_distance
[numeric] |
Mean (sd) : 0.6 (0.9) | min ≤ med ≤ max: | 0 ≤ 0.2 ≤ 4 | IQR (CV) : 0.8 (1.5) |
|
26 distinct values |
 |
108626
(99.9%) |
soil_type
[character] |
1. (Empty string) | 2. Clay_loam | 3. hillside | 4. Loam soil | 5. lowland | 6. Sand | 7. Sandy Loam |
|
104873 | ( | 96.4% | ) | 59 | ( | 0.1% | ) | 857 | ( | 0.8% | ) | 1 | ( | 0.0% | ) | 2946 | ( | 2.7% | ) | 2 | ( | 0.0% | ) | 4 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
soil_pH
[numeric] |
Mean (sd) : 6.1 (0.6) | min ≤ med ≤ max: | 4.6 ≤ 6.1 ≤ 8.6 | IQR (CV) : 0.7 (0.1) |
|
903 distinct values |
 |
106661
(98.1%) |
soil_SOC
[numeric] |
Mean (sd) : 1.9 (2.2) | min ≤ med ≤ max: | 0.3 ≤ 1 ≤ 11.5 | IQR (CV) : 0.8 (1.2) |
|
378 distinct values |
 |
108363
(99.7%) |
soil_texture
[character] |
1. (Empty string) | 2. Heavy | 3. Light | 4. Medium |
|
85882 | ( | 79.0% | ) | 2824 | ( | 2.6% | ) | 2124 | ( | 2.0% | ) | 17912 | ( | 16.5% | ) |
|
 |
0
(0.0%) |
soil_N
[numeric] |
Mean (sd) : 113 (255.7) | min ≤ med ≤ max: | 0 ≤ 0.1 ≤ 1930.3 | IQR (CV) : 0.1 (2.3) |
|
877 distinct values |
 |
106858
(98.3%) |
soil_K
[numeric] |
Mean (sd) : 121.8 (104.2) | min ≤ med ≤ max: | 10 ≤ 89 ≤ 809.4 | IQR (CV) : 85.3 (0.9) |
|
909 distinct values |
 |
106661
(98.1%) |
soil_P_total
[numeric] |
Mean (sd) : 5.9 (6.3) | min ≤ med ≤ max: | 0.4 ≤ 4.1 ≤ 59.4 | IQR (CV) : 3.5 (1.1) |
|
378 distinct values |
 |
108363
(99.7%) |
soil_Ca
[numeric] |
Mean (sd) : 742.2 (761.7) | min ≤ med ≤ max: | 15.4 ≤ 499.4 ≤ 6776 | IQR (CV) : 661.4 (1) |
|
907 distinct values |
 |
106728
(98.1%) |
soil_Mg
[numeric] |
Mean (sd) : 143.1 (145.6) | min ≤ med ≤ max: | 3.1 ≤ 94.9 ≤ 1407.5 | IQR (CV) : 122.7 (1) |
|
908 distinct values |
 |
106728
(98.1%) |
soil_B
[numeric] |
Mean (sd) : 0.1 (0.2) | min ≤ med ≤ max: | 0 ≤ 0 ≤ 1.1 | IQR (CV) : 0.1 (1.8) |
|
908 distinct values |
 |
106728
(98.1%) |
soil_Mn
[numeric] |
Mean (sd) : 48.4 (27.3) | min ≤ med ≤ max: | 5 ≤ 43.2 ≤ 176.8 | IQR (CV) : 32.1 (0.6) |
|
908 distinct values |
 |
106728
(98.1%) |
soil_Fe
[numeric] |
Mean (sd) : 95.5 (34.8) | min ≤ med ≤ max: | 33.2 ≤ 88.5 ≤ 280.3 | IQR (CV) : 43.1 (0.4) |
|
908 distinct values |
 |
106728
(98.1%) |
soil_S
[numeric] |
Mean (sd) : 11.4 (11) | min ≤ med ≤ max: | 2.3 ≤ 7.6 ≤ 81.5 | IQR (CV) : 5 (1) |
|
805 distinct values |
 |
106924
(98.3%) |
soil_Zn
[numeric] |
Mean (sd) : 1 (0.3) | min ≤ med ≤ max: | 0.2 ≤ 0.9 ≤ 2.4 | IQR (CV) : 0.5 (0.3) |
|
906 distinct values |
 |
106728
(98.1%) |
soil_Na
[numeric] |
Mean (sd) : 36 (46) | min ≤ med ≤ max: | 4.9 ≤ 26.9 ≤ 608.4 | IQR (CV) : 12.6 (1.3) |
|
909 distinct values |
 |
106728
(98.1%) |
soil_Al
[numeric] |
Mean (sd) : 803.4 (346.7) | min ≤ med ≤ max: | 125 ≤ 762.3 ≤ 2613.2 | IQR (CV) : 434.7 (0.4) |
|
908 distinct values |
 |
106728
(98.1%) |
soil_C
[numeric] |
Mean (sd) : 0.9 (0.6) | min ≤ med ≤ max: | 0.2 ≤ 0.7 ≤ 3.8 | IQR (CV) : 0.6 (0.6) |
|
598 distinct values |
 |
107040
(98.4%) |
soil_EC
[numeric] |
Mean (sd) : 57.6 (29.5) | min ≤ med ≤ max: | 16.3 ≤ 49.2 ≤ 207 | IQR (CV) : 25.5 (0.5) |
|
311 distinct values |
 |
108430
(99.7%) |
soil_sample_top
[numeric] |
Mean (sd) : 2.3 (4.2) | min ≤ med ≤ max: | 0 ≤ 0 ≤ 10 | IQR (CV) : 0 (1.8) |
|
3 distinct values |
 |
107230
(98.6%) |
soil_sample_bottom
[integer] |
Mean (sd) : 23.5 (6.3) | min ≤ med ≤ max: | 20 ≤ 20 ≤ 35 | IQR (CV) : 0 (0.3) |
|
20 | : | 1162 | ( | 76.9% | ) | 30 | : | 3 | ( | 0.2% | ) | 35 | : | 347 | ( | 22.9% | ) |
|
 |
107230
(98.6%) |
soil_quality
[character] |
1. (Empty string) | 2. High | 3. Low | 4. Medium |
|
85882 | ( | 79.0% | ) | 2434 | ( | 2.2% | ) | 920 | ( | 0.8% | ) | 19506 | ( | 17.9% | ) |
|
 |
0
(0.0%) |
landscape_position
[character] |
1. (Empty string) | 2. Bottomland | 3. hillside | 4. lowland | 5. LowLand | 6. MediumLand | 7. Slope | 8. Upland | 9. VeryLowLand |
|
81962 | ( | 75.4% | ) | 38 | ( | 0.0% | ) | 857 | ( | 0.8% | ) | 2946 | ( | 2.7% | ) | 3572 | ( | 3.3% | ) | 16610 | ( | 15.3% | ) | 69 | ( | 0.1% | ) | 2397 | ( | 2.2% | ) | 291 | ( | 0.3% | ) |
|
 |
0
(0.0%) |
farmland_owned
[numeric] |
Mean (sd) : 25.6 (2193.8) | min ≤ med ≤ max: | 0 ≤ 2 ≤ 4e+05 | IQR (CV) : 3.2 (85.8) |
|
1060 distinct values |
 |
74808
(68.8%) |
land_ownedby
[character] |
1. (Empty string) | 2. Amortizing owner | 3. Leasehold tenant | 4. Mortgaged | 5. Owner | 6. Share tenant |
|
108617 | ( | 99.9% | ) | 44 | ( | 0.0% | ) | 47 | ( | 0.0% | ) | 5 | ( | 0.0% | ) | 28 | ( | 0.0% | ) | 1 | ( | 0.0% | ) |
|
 |
0
(0.0%) |