| 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 ] |
|
| 70954 | ( | 47.4% | ) | | 3119 | ( | 2.1% | ) | | 2713 | ( | 1.8% | ) | | 844 | ( | 0.6% | ) | | 807 | ( | 0.5% | ) | | 348 | ( | 0.2% | ) | | 302 | ( | 0.2% | ) | | 298 | ( | 0.2% | ) | | 289 | ( | 0.2% | ) | | 278 | ( | 0.2% | ) | | 69778 | ( | 46.6% | ) |
|
 |
0
(0.0%) |
| planting_date
[character] |
| 1. (Empty string) | | 2. 2010-06 | | 3. 2010-07 | | 4. 2016-05-01 | | 5. 2010-05 | | 6. 2016 | | 7. 2010-04 | | 8. 2012-12 | | 9. 2017-07-10 | | 10. 2017-07-15 | | [ 1919 others ] |
|
| 66647 | ( | 44.5% | ) | | 3069 | ( | 2.0% | ) | | 2720 | ( | 1.8% | ) | | 2336 | ( | 1.6% | ) | | 1866 | ( | 1.2% | ) | | 1752 | ( | 1.2% | ) | | 1524 | ( | 1.0% | ) | | 1302 | ( | 0.9% | ) | | 1222 | ( | 0.8% | ) | | 1060 | ( | 0.7% | ) | | 66232 | ( | 44.2% | ) |
|
 |
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 |
 |
149253
(99.7%) |
| harvest_date
[character] |
| 1. (Empty string) | | 2. 2016-12-01 | | 3. 2013-03 | | 4. 2013 | | 5. 2017-11-15 | | 6. 2017-11-10 | | 7. 2017-11-20 | | 8. 2018-04-20 | | 9. 2017-11-25 | | 10. 2017-11-12 | | [ 1366 others ] |
|
| 85772 | ( | 57.3% | ) | | 2334 | ( | 1.6% | ) | | 1302 | ( | 0.9% | ) | | 1087 | ( | 0.7% | ) | | 804 | ( | 0.5% | ) | | 732 | ( | 0.5% | ) | | 719 | ( | 0.5% | ) | | 714 | ( | 0.5% | ) | | 685 | ( | 0.5% | ) | | 641 | ( | 0.4% | ) | | 54940 | ( | 36.7% | ) |
|
 |
0
(0.0%) |
| season
[character] |
| 1. (Empty string) | | 2. Kharif | | 3. first season | | 4. Rabi | | 5. 2009-2010 | | 6. 2007-2008 | | 7. 2008-2009 | | 8. second season | | 9. 2006-2007 | | 10. Aman | | [ 6 others ] |
|
| 106856 | ( | 71.4% | ) | | 15025 | ( | 10.0% | ) | | 13882 | ( | 9.3% | ) | | 7808 | ( | 5.2% | ) | | 1151 | ( | 0.8% | ) | | 978 | ( | 0.7% | ) | | 958 | ( | 0.6% | ) | | 891 | ( | 0.6% | ) | | 716 | ( | 0.5% | ) | | 711 | ( | 0.5% | ) | | 754 | ( | 0.5% | ) |
|
 |
0
(0.0%) |
| on_farm
[logical] |
|
|
 |
22862
(15.3%) |
| 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% | ) |
|
 |
147857
(98.7%) |
| crop
[character] |
| 1. (Empty string) | | 2. maize | | 3. rice | | 4. wheat | | 5. groundnut | | 6. millet | | 7. sorghum | | 8. soybean | | 9. cotton | | 10. teff | | [ 88 others ] |
|
| 54879 | ( | 36.7% | ) | | 28546 | ( | 19.1% | ) | | 23004 | ( | 15.4% | ) | | 8418 | ( | 5.6% | ) | | 5958 | ( | 4.0% | ) | | 5776 | ( | 3.9% | ) | | 5203 | ( | 3.5% | ) | | 1976 | ( | 1.3% | ) | | 1310 | ( | 0.9% | ) | | 1223 | ( | 0.8% | ) | | 13437 | ( | 9.0% | ) |
|
 |
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 | | [ 1071 others ] |
|
| 121720 | ( | 81.3% | ) | | 2442 | ( | 1.6% | ) | | 1935 | ( | 1.3% | ) | | 1616 | ( | 1.1% | ) | | 1513 | ( | 1.0% | ) | | 885 | ( | 0.6% | ) | | 798 | ( | 0.5% | ) | | 720 | ( | 0.5% | ) | | 621 | ( | 0.4% | ) | | 588 | ( | 0.4% | ) | | 16892 | ( | 11.3% | ) |
|
 |
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 |
|
| 149666 | ( | 100.0% | ) | | 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. Local | | 4. traditional | | 5. hybrid | | 6. Hybrid | | 7. not hybrid | | 8. improved | | 9. local | | 10. Limu | | [ 26 others ] |
|
| 71576 | ( | 47.8% | ) | | 21999 | ( | 14.7% | ) | | 21200 | ( | 14.2% | ) | | 15622 | ( | 10.4% | ) | | 10734 | ( | 7.2% | ) | | 3442 | ( | 2.3% | ) | | 2809 | ( | 1.9% | ) | | 1703 | ( | 1.1% | ) | | 182 | ( | 0.1% | ) | | 68 | ( | 0.0% | ) | | 395 | ( | 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 ] |
|
| 134957 | ( | 90.1% | ) | | 7191 | ( | 4.8% | ) | | 2469 | ( | 1.6% | ) | | 2420 | ( | 1.6% | ) | | 752 | ( | 0.5% | ) | | 751 | ( | 0.5% | ) | | 277 | ( | 0.2% | ) | | 215 | ( | 0.1% | ) | | 202 | ( | 0.1% | ) | | 165 | ( | 0.1% | ) | | 331 | ( | 0.2% | ) |
|
 |
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 |
 |
142860
(95.4%) |
| 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 |
|
| 149611 | ( | 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 ] |
|
| 125633 | ( | 83.9% | ) | | 9409 | ( | 6.3% | ) | | 7353 | ( | 4.9% | ) | | 3158 | ( | 2.1% | ) | | 1064 | ( | 0.7% | ) | | 827 | ( | 0.6% | ) | | 702 | ( | 0.5% | ) | | 386 | ( | 0.3% | ) | | 243 | ( | 0.2% | ) | | 158 | ( | 0.1% | ) | | 797 | ( | 0.5% | ) |
|
 |
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 |
|
| 149646 | ( | 99.9% | ) | | 4 | ( | 0.0% | ) | | 12 | ( | 0.0% | ) | | 2 | ( | 0.0% | ) | | 4 | ( | 0.0% | ) | | 58 | ( | 0.0% | ) | | 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 |
 |
149556
(99.9%) |
| 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 |
 |
148591
(99.2%) |
| dmy_residue
[integer] |
| Mean (sd) : 3949 (1458.6) | | min ≤ med ≤ max: | | 1022 ≤ 3873.5 ≤ 8327 | | IQR (CV) : 2033.5 (0.4) |
|
169 distinct values |
 |
149556
(99.9%) |
| 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 |
 |
149305
(99.7%) |
| 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 |
 |
149613
(99.9%) |
| yield_part
[character] |
| 1. (Empty string) | | 2. grain | | 3. pod | | 4. seed |
|
| 95863 | ( | 64.0% | ) | | 50364 | ( | 33.6% | ) | | 288 | ( | 0.2% | ) | | 3215 | ( | 2.1% | ) |
|
 |
0
(0.0%) |
| yield
[numeric] |
| Mean (sd) : 1497.6 (1694.8) | | min ≤ med ≤ max: | | 0 ≤ 692.8 ≤ 43243.4 | | IQR (CV) : 1870.7 (1.1) |
|
25855 distinct values |
 |
73669
(49.2%) |
| fw_yield
[numeric] |
| Mean (sd) : 1493.3 (1176.5) | | min ≤ med ≤ max: | | 0 ≤ 1231.2 ≤ 8750 | | IQR (CV) : 1240.6 (0.8) |
|
573 distinct values |
 |
148649
(99.3%) |
| dm_yield
[numeric] |
| Mean (sd) : 1711.7 (1946.1) | | min ≤ med ≤ max: | | 0 ≤ 1462.5 ≤ 62500 | | IQR (CV) : 1475.4 (1.1) |
|
979 distinct values |
 |
148235
(99.0%) |
| 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 |
 |
149316
(99.7%) |
| 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 |
 |
149316
(99.7%) |
| fertilizer_used
[logical] |
|
|
 |
149613
(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 ] |
|
| 142700 | ( | 95.3% | ) | | 3803 | ( | 2.5% | ) | | 1299 | ( | 0.9% | ) | | 641 | ( | 0.4% | ) | | 430 | ( | 0.3% | ) | | 320 | ( | 0.2% | ) | | 73 | ( | 0.0% | ) | | 64 | ( | 0.0% | ) | | 62 | ( | 0.0% | ) | | 62 | ( | 0.0% | ) | | 276 | ( | 0.2% | ) |
|
 |
0
(0.0%) |
| fertilizer_date
[IDate,
Date] |
| min : 2017-04-02 | | med : 2017-07-20 | | max : 2018-03-15 | | range : 11m 13d |
|
178 distinct values |
 |
147391
(98.4%) |
| 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 |
 |
149138
(99.6%) |
| fertilization_method
[character] |
| 1. (Empty string) | | 2. in hole | | 3. not in hole |
|
| 134957 | ( | 90.1% | ) | | 5550 | ( | 3.7% | ) | | 9223 | ( | 6.2% | ) |
|
 |
0
(0.0%) |
| N_fertilizer
[numeric] |
| Mean (sd) : 57.8 (66) | | min ≤ med ≤ max: | | 0 ≤ 34.6 ≤ 5419 | | IQR (CV) : 108.7 (1.1) |
|
12264 distinct values |
 |
87584
(58.5%) |
| N_splits
[integer] |
| Mean (sd) : 1.4 (0.5) | | min ≤ med ≤ max: | | 1 ≤ 1 ≤ 3 | | IQR (CV) : 1 (0.4) |
|
| 1 | : | 1345 | ( | 58.7% | ) | | 2 | : | 913 | ( | 39.9% | ) | | 3 | : | 33 | ( | 1.4% | ) |
|
 |
147439
(98.5%) |
| P_fertilizer
[numeric] |
| Mean (sd) : 15 (16.5) | | min ≤ med ≤ max: | | 0 ≤ 13.3 ≤ 413.9 | | IQR (CV) : 24.7 (1.1) |
|
6991 distinct values |
 |
87584
(58.5%) |
| K_fertilizer
[numeric] |
| Mean (sd) : 8 (17.3) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 399.2 | | IQR (CV) : 8.6 (2.2) |
|
2082 distinct values |
 |
91330
(61.0%) |
| Zn_fertilizer
[numeric] |
| Mean (sd) : 1.2 (12.5) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 1351 | | IQR (CV) : 0 (10) |
|
291 distinct values |
 |
126870
(84.7%) |
| S_fertilizer
[numeric] |
| Mean (sd) : 0.7 (5.1) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 663.8 | | IQR (CV) : 0 (7.3) |
|
2467 distinct values |
|
110261
(73.6%) |
| B_fertilizer
[numeric] |
| Mean (sd) : 0 (0.3) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 29.2 | | IQR (CV) : 0 (20.1) |
|
61 distinct values |
|
126870
(84.7%) |
| lime
[numeric] |
| Mean (sd) : 7.9 (88.2) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 2500 | | IQR (CV) : 0 (11.1) |
|
102 distinct values |
 |
136288
(91.0%) |
| gypsum
[logical] |
|
|
|
149730
(100.0%) |
| OM_used
[logical] |
|
|
 |
78077
(52.1%) |
| OM_type
[character] |
| 1. (Empty string) | | 2. farmyard manure | | 3. farmyard manure (dry | | 4. farmyard manure (wet | | 5. horse manure | | 6. none |
|
| 138946 | ( | 92.8% | ) | | 96 | ( | 0.1% | ) | | 4564 | ( | 3.0% | ) | | 2286 | ( | 1.5% | ) | | 1820 | ( | 1.2% | ) | | 2018 | ( | 1.3% | ) |
|
 |
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 |
 |
131346
(87.7%) |
| inoculated
[logical] |
|
|
 |
142105
(94.9%) |
| irrigated
[logical] |
|
|
 |
100126
(66.9%) |
| irrigation_source
[character] |
| 1. (Empty string) | | 2. pump | | 3. pump and rain | | 4. rain |
|
| 149604 | ( | 99.9% | ) | | 61 | ( | 0.0% | ) | | 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 ] |
|
| 123214 | ( | 82.3% | ) | | 6944 | ( | 4.6% | ) | | 6004 | ( | 4.0% | ) | | 2601 | ( | 1.7% | ) | | 2126 | ( | 1.4% | ) | | 1931 | ( | 1.3% | ) | | 1872 | ( | 1.3% | ) | | 1348 | ( | 0.9% | ) | | 514 | ( | 0.3% | ) | | 487 | ( | 0.3% | ) | | 2689 | ( | 1.8% | ) |
|
 |
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 ] |
|
| 126055 | ( | 84.2% | ) | | 13385 | ( | 8.9% | ) | | 7246 | ( | 4.8% | ) | | 991 | ( | 0.7% | ) | | 392 | ( | 0.3% | ) | | 305 | ( | 0.2% | ) | | 271 | ( | 0.2% | ) | | 222 | ( | 0.1% | ) | | 183 | ( | 0.1% | ) | | 182 | ( | 0.1% | ) | | 498 | ( | 0.3% | ) |
|
 |
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 |
 |
138978
(92.8%) |
| plot_area
[integer] |
| Mean (sd) : 1890.1 (5180.6) | | min ≤ med ≤ max: | | 16 ≤ 16 ≤ 40000 | | IQR (CV) : 0 (2.7) |
|
22 distinct values |
 |
149011
(99.5%) |
| plant_spacing
[integer] |
| Mean (sd) : 16.9 (15.9) | | min ≤ med ≤ max: | | 0 ≤ 10 ≤ 230 | | IQR (CV) : 5 (0.9) |
|
77 distinct values |
 |
147417
(98.5%) |
| 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 |
 |
126870
(84.7%) |
| seed_rate
[numeric] |
| Mean (sd) : 18253.8 (278098.1) | | min ≤ med ≤ max: | | -5e+05 ≤ 3000 ≤ 2.1e+07 | | IQR (CV) : 10067.5 (15.2) |
|
964 distinct values |
 |
138378
(92.4%) |
| plant_density
[numeric] |
| Mean (sd) : 40140.7 (62690.5) | | min ≤ med ≤ max: | | 0 ≤ 32740 ≤ 1640000 | | IQR (CV) : 17234.2 (1.6) |
|
7592 distinct values |
 |
137080
(91.6%) |
| cob_density
[integer] |
| Mean (sd) : 13185.3 (15617.4) | | min ≤ med ≤ max: | | 9 ≤ 83 ≤ 76875 | | IQR (CV) : 26210.5 (1.2) |
|
162 distinct values |
 |
148923
(99.5%) |
| 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 |
 |
145927
(97.5%) |
| 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 |
|
| 134957 | ( | 90.1% | ) | | 103 | ( | 0.1% | ) | | 14 | ( | 0.0% | ) | | 235 | ( | 0.2% | ) | | 29 | ( | 0.0% | ) | | 9269 | ( | 6.2% | ) | | 693 | ( | 0.5% | ) | | 3994 | ( | 2.7% | ) | | 436 | ( | 0.3% | ) |
|
 |
0
(0.0%) |
| herbicide_used
[logical] |
|
|
 |
128846
(86.1%) |
| herbicide_product
[character] |
| 1. (Empty string) | | 2. atrazine | | 3. glyphosate | | 4. none |
|
| 145876 | ( | 97.4% | ) | | 26 | ( | 0.0% | ) | | 676 | ( | 0.5% | ) | | 3152 | ( | 2.1% | ) |
|
 |
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 ] |
|
| 138893 | ( | 92.8% | ) | | 1913 | ( | 1.3% | ) | | 1743 | ( | 1.2% | ) | | 916 | ( | 0.6% | ) | | 847 | ( | 0.6% | ) | | 783 | ( | 0.5% | ) | | 673 | ( | 0.4% | ) | | 542 | ( | 0.4% | ) | | 391 | ( | 0.3% | ) | | 307 | ( | 0.2% | ) | | 2722 | ( | 1.8% | ) |
|
 |
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% | ) |
|
 |
126870
(84.7%) |
| herbicide_amount
[integer] |
1 distinct value |
|
 |
149704
(100.0%) |
| weeding_done
[logical] |
|
|
 |
138646
(92.6%) |
| 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% | ) |
|
 |
126758
(84.7%) |
| 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 ] |
|
| 149616 | ( | 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 |
|
| 126784 | ( | 84.7% | ) | | 31 | ( | 0.0% | ) | | 51 | ( | 0.0% | ) | | 5 | ( | 0.0% | ) | | 3390 | ( | 2.3% | ) | | 6046 | ( | 4.0% | ) | | 12090 | ( | 8.1% | ) | | 1333 | ( | 0.9% | ) |
|
 |
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 |
 |
149530
(99.9%) |
| insecticide_used
[logical] |
|
|
 |
123729
(82.6%) |
| 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 ] |
|
| 143518 | ( | 95.9% | ) | | 391 | ( | 0.3% | ) | | 338 | ( | 0.2% | ) | | 237 | ( | 0.2% | ) | | 196 | ( | 0.1% | ) | | 181 | ( | 0.1% | ) | | 180 | ( | 0.1% | ) | | 152 | ( | 0.1% | ) | | 140 | ( | 0.1% | ) | | 118 | ( | 0.1% | ) | | 4279 | ( | 2.9% | ) |
|
 |
0
(0.0%) |
| pest_severity
[character] |
| 1. (Empty string) | | 2. high | | 3. low | | 4. medium | | 5. none |
|
| 126871 | ( | 84.7% | ) | | 925 | ( | 0.6% | ) | | 6952 | ( | 4.6% | ) | | 5996 | ( | 4.0% | ) | | 8986 | ( | 6.0% | ) |
|
 |
0
(0.0%) |
| fungicide_used
[logical] |
|
|
 |
132817
(88.7%) |
| disease_severity
[character] |
| 1. (Empty string) | | 2. high | | 3. low | | 4. medium | | 5. none |
|
| 126871 | ( | 84.7% | ) | | 448 | ( | 0.3% | ) | | 6808 | ( | 4.5% | ) | | 4500 | ( | 3.0% | ) | | 11103 | ( | 7.4% | ) |
|
 |
0
(0.0%) |
| seed_source
[character] |
| 1. (Empty string) | | 2. Cooperative | | 3. GovernmentKVKSAU | | 4. NeighborRelative | | 5. Other | | 6. PvtSeedDealer | | 7. SelfSaved |
|
| 126870 | ( | 84.7% | ) | | 684 | ( | 0.5% | ) | | 856 | ( | 0.6% | ) | | 784 | ( | 0.5% | ) | | 13 | ( | 0.0% | ) | | 17637 | ( | 11.8% | ) | | 2886 | ( | 1.9% | ) |
|
 |
0
(0.0%) |
| crop_cut
[logical] |
|
|
 |
124506
(83.2%) |
| 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% | ) |
|
 |
130023
(86.8%) |
| previous_crop_burnt
[logical] |
|
|
 |
127559
(85.2%) |
| crop_price
[numeric] |
| Mean (sd) : 1519.5 (389.4) | | min ≤ med ≤ max: | | 0 ≤ 1500 ≤ 17352 | | IQR (CV) : 300 (0.3) |
|
268 distinct values |
 |
126796
(84.7%) |
| flood_stress
[character] |
| 1. (Empty string) | | 2. high | | 3. low | | 4. medium | | 5. none |
|
| 135509 | ( | 90.5% | ) | | 334 | ( | 0.2% | ) | | 1813 | ( | 1.2% | ) | | 1837 | ( | 1.2% | ) | | 10237 | ( | 6.8% | ) |
|
 |
0
(0.0%) |
| drought_stress
[character] |
| 1. (Empty string) | | 2. high | | 3. low | | 4. medium | | 5. none |
|
| 127812 | ( | 85.4% | ) | | 1211 | ( | 0.8% | ) | | 5429 | ( | 3.6% | ) | | 5838 | ( | 3.9% | ) | | 9440 | ( | 6.3% | ) |
|
 |
0
(0.0%) |
| stress
[character] |
| 1. (Empty string) | | 2. none | | 3. drought | | 4. pests | | 5. disease | | 6. wild animals | | 7. excess water | | 8. hail | | 9. other | | 10. weeds | | [ 7 others ] |
|
| 126401 | ( | 84.4% | ) | | 12252 | ( | 8.2% | ) | | 6739 | ( | 4.5% | ) | | 984 | ( | 0.7% | ) | | 918 | ( | 0.6% | ) | | 773 | ( | 0.5% | ) | | 594 | ( | 0.4% | ) | | 308 | ( | 0.2% | ) | | 199 | ( | 0.1% | ) | | 154 | ( | 0.1% | ) | | 408 | ( | 0.3% | ) |
|
 |
0
(0.0%) |
| farmer_gender
[character] |
| 1. (Empty string) | | 2. female | | 3. male |
|
| 149137 | ( | 99.6% | ) | | 54 | ( | 0.0% | ) | | 539 | ( | 0.4% | ) |
|
 |
0
(0.0%) |
| striga_damage
[logical] |
|
|
 |
147206
(98.3%) |
| 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 |
 |
149614
(99.9%) |
| country
[character] |
| 1. Mali | | 2. India | | 3. Ethiopia | | 4. Tanzania | | 5. Kenya | | 6. Burkina Faso | | 7. Rwanda | | 8. Niger | | 9. Madagascar | | 10. Vietnam | | [ 29 others ] |
|
| 27384 | ( | 18.3% | ) | | 26131 | ( | 17.5% | ) | | 23887 | ( | 16.0% | ) | | 13732 | ( | 9.2% | ) | | 11283 | ( | 7.5% | ) | | 6771 | ( | 4.5% | ) | | 4793 | ( | 3.2% | ) | | 4232 | ( | 2.8% | ) | | 3803 | ( | 2.5% | ) | | 3373 | ( | 2.3% | ) | | 24341 | ( | 16.3% | ) |
|
 |
0
(0.0%) |
| adm1
[character] |
| 1. (Empty string) | | 2. Bihar | | 3. Amhara | | 4. Southern Nations, Na | | 5. UttarPradesh | | 6. Oromia | | 7. Odisha | | 8. Southern Highlands | | 9. Tigray | | 10. Dosso | | [ 215 others ] |
|
| 52851 | ( | 35.3% | ) | | 12934 | ( | 8.6% | ) | | 5610 | ( | 3.7% | ) | | 4503 | ( | 3.0% | ) | | 4408 | ( | 2.9% | ) | | 4022 | ( | 2.7% | ) | | 2155 | ( | 1.4% | ) | | 1810 | ( | 1.2% | ) | | 1762 | ( | 1.2% | ) | | 1696 | ( | 1.1% | ) | | 57979 | ( | 38.7% | ) |
|
 |
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 ] |
|
| 116414 | ( | 77.7% | ) | | 614 | ( | 0.4% | ) | | 592 | ( | 0.4% | ) | | 590 | ( | 0.4% | ) | | 588 | ( | 0.4% | ) | | 585 | ( | 0.4% | ) | | 583 | ( | 0.4% | ) | | 582 | ( | 0.4% | ) | | 572 | ( | 0.4% | ) | | 570 | ( | 0.4% | ) | | 28040 | ( | 18.7% | ) |
|
 |
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 ] |
|
| 120027 | ( | 80.2% | ) | | 514 | ( | 0.3% | ) | | 183 | ( | 0.1% | ) | | 170 | ( | 0.1% | ) | | 162 | ( | 0.1% | ) | | 153 | ( | 0.1% | ) | | 152 | ( | 0.1% | ) | | 150 | ( | 0.1% | ) | | 146 | ( | 0.1% | ) | | 144 | ( | 0.1% | ) | | 27929 | ( | 18.7% | ) |
|
 |
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 ] |
|
| 146191 | ( | 97.6% | ) | | 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 | ( | 1.8% | ) |
|
 |
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 ] |
|
| 81253 | ( | 54.3% | ) | | 1584 | ( | 1.1% | ) | | 1333 | ( | 0.9% | ) | | 977 | ( | 0.7% | ) | | 842 | ( | 0.6% | ) | | 757 | ( | 0.5% | ) | | 726 | ( | 0.5% | ) | | 622 | ( | 0.4% | ) | | 598 | ( | 0.4% | ) | | 508 | ( | 0.3% | ) | | 60530 | ( | 40.4% | ) |
|
 |
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 ] |
|
| 146943 | ( | 98.1% | ) | | 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 | ( | 1.6% | ) |
|
 |
0
(0.0%) |
| geo_uncertainty
[integer] |
1 distinct value |
|
 |
108742
(72.6%) |
| geo_from_source
[logical] |
|
|
 |
3221
(2.2%) |
| elevation
[numeric] |
| Mean (sd) : 961.9 (807.4) | | min ≤ med ≤ max: | | -1932 ≤ 758.1 ≤ 8234.2 | | IQR (CV) : 1238 (0.8) |
|
28963 distinct values |
 |
99587
(66.5%) |
| soil_type
[character] |
| 1. (Empty string) | | 2. Clay_loam | | 3. hillside | | 4. Loam soil | | 5. lowland | | 6. Sand | | 7. Sandy Loam |
|
| 145861 | ( | 97.4% | ) | | 59 | ( | 0.0% | ) | | 857 | ( | 0.6% | ) | | 1 | ( | 0.0% | ) | | 2946 | ( | 2.0% | ) | | 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 |
 |
147649
(98.6%) |
| 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 |
 |
149351
(99.7%) |
| soil_texture
[character] |
| 1. (Empty string) | | 2. Heavy | | 3. Light | | 4. Medium |
|
| 126870 | ( | 84.7% | ) | | 2824 | ( | 1.9% | ) | | 2124 | ( | 1.4% | ) | | 17912 | ( | 12.0% | ) |
|
 |
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 |
 |
147846
(98.7%) |
| 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 |
 |
147649
(98.6%) |
| 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 |
 |
149351
(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 |
 |
147716
(98.7%) |
| 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 |
 |
147716
(98.7%) |
| 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 |
 |
147716
(98.7%) |
| 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 |
 |
147716
(98.7%) |
| 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 |
 |
147716
(98.7%) |
| soil_S
[numeric] |
| Mean (sd) : 11.4 (11) | | min ≤ med ≤ max: | | 2.3 ≤ 7.6 ≤ 81.5 | | IQR (CV) : 5 (1) |
|
805 distinct values |
 |
147912
(98.8%) |
| 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 |
 |
147716
(98.7%) |
| 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 |
 |
147716
(98.7%) |
| 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 |
 |
147716
(98.7%) |
| 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 |
 |
148028
(98.9%) |
| 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 |
 |
149418
(99.8%) |
| soil_quality
[character] |
| 1. (Empty string) | | 2. High | | 3. Low | | 4. Medium |
|
| 126870 | ( | 84.7% | ) | | 2434 | ( | 1.6% | ) | | 920 | ( | 0.6% | ) | | 19506 | ( | 13.0% | ) |
|
 |
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 |
|
| 122950 | ( | 82.1% | ) | | 38 | ( | 0.0% | ) | | 857 | ( | 0.6% | ) | | 2946 | ( | 2.0% | ) | | 3572 | ( | 2.4% | ) | | 16610 | ( | 11.1% | ) | | 69 | ( | 0.0% | ) | | 2397 | ( | 1.6% | ) | | 291 | ( | 0.2% | ) |
|
 |
0
(0.0%) |
| hhid
[integer64] |
| Mean (sd) : 24983320920702091 (3.79716e+16) | | min ≤ med ≤ max: | | 102 ≤ 69605 ≤ 150101088803701000 | | IQR (CV) : 4.100109e+16 (1.5) |
|
6716 distinct values |
 |
108742
(72.6%) |
| 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 |
 |
115796
(77.3%) |
| land_ownedby
[character] |
| 1. (Empty string) | | 2. Amortizing owner | | 3. Leasehold tenant | | 4. Mortgaged | | 5. Owner | | 6. Share tenant |
|
| 149605 | ( | 99.9% | ) | | 44 | ( | 0.0% | ) | | 47 | ( | 0.0% | ) | | 5 | ( | 0.0% | ) | | 28 | ( | 0.0% | ) | | 1 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| plot_size
[numeric] |
| Mean (sd) : 1.8 (2.2) | | min ≤ med ≤ max: | | 0 ≤ 1 ≤ 35 | | IQR (CV) : 1.9 (1.2) |
|
3487 distinct values |
 |
126016
(84.2%) |