Datasets:

electricsheepafrica
/

africa-zambia-crop-forecast-survey-2015-2016-cac489e3

source_record_id stringlengths 40 54	country_iso3 stringclasses 1 value	country_name stringclasses 1 value	source_sheet stringclasses 9 values	maize stringclasses 31 values	d_1364977_4007577666 float64 4.94 223k ⌀	d_1157754_798069252 float64 4.94 210k ⌀	d_2873052_2921638703 float64 0 267k ⌀	d_2_1048350621547995 float64 0 18.3 ⌀	d_1382870_923994844 float64 0 138k ⌀	d_120543_0082956828 float64 0.16 10.7k ⌀	d_122351_47601814795 float64 0.29 6.8k ⌀	source_period_start_year int64 2.02k 2.02k	source_period_end_year int64 2.02k 2.02k	source_period_label stringclasses 1 value	source_provider stringclasses 1 value	source_dataset stringclasses 1 value	source_resource stringclasses 1 value	source_package_id stringclasses 1 value	source_resource_id stringclasses 1 value	source_url stringclasses 1 value	license_id stringclasses 1 value	retrieved_at stringdate 2026-07-22 09:43:48 2026-07-22 09:43:48	column_1 stringclasses 28 values	copperbelt stringclasses 11 values	d_84080_65194203574 float64 0.22 2.37M ⌀	d_78875_36500508276 float64 0 2.08M ⌀	d_236727_05959553484 float64 0 4.08M ⌀	d_2_8154760236484826 float64 0 42.1 ⌀	d_106531 float64 0 6.38M ⌀	d_9935_522975606651 float64 0 146k ⌀	d_10451_246785272953 float64 0 140k ⌀	copperbelt_2 stringclasses 9 values	d_236727_05959553484_2 float64 148k 1.72M ⌀	column_12 float64 88k 1.15M ⌀	copperbelt_3 stringclasses 9 values	d_106531_2 float64 96.5k 972k ⌀	column_15 float64 30.9k 411k ⌀	d_1332525_265689965 float64 4.94 222k ⌀	d_1126424_4833062273 float64 4.94 209k ⌀	d_2709939_5723919035 float64 1.53 230k ⌀	d_2_0336871969093435 float64 0 5.49 ⌀	d_1332222_2468396302 float64 1.61k 136k ⌀	d_110489_2190393633 float64 0.16 1.34k ⌀	d_112405_08271663736 float64 0.29 1.19k ⌀	d_100428_62362078093 float64 5.76 18k ⌀	d_1318845_0697406917 float64 39.5 626k ⌀	central stringclasses 14 values	d_234200_90898327512 float64 2.63 1.33M ⌀	d_204347_0238343904 float64 0 1.13M ⌀	d_579092_7912461052 float64 0 2.71M ⌀	d_2_472632551940521 float64 0 10.2 ⌀	d_328295_2401265411 float64 0 1.33M ⌀	d_22117_612530135353 float64 0.09 110k ⌀	d_23109_726532655364 float64 0.05 112k ⌀	d_17576_037979037363 float64 0 100k ⌀	d_168248_9349431819 float64 0 1.32M ⌀	d_7375_797837892302 float64 45.9 292k ⌀	d_1728_337973959101 float64 30 99.8k ⌀	d_17778_939404947745 float64 302 479k ⌀	d_86296_8347033399 float64 538 3.42M ⌀	d_21574_208675834976 float64 134 854k ⌀	kabwe stringclasses 62 values	d_0_11919248596143328 float64 0.12 292k ⌀	d_0 float64 0 99.8k ⌀	d_1_3945520857487692 float64 1.39 3.42M ⌀	d_0_3486380214371923 float64 0.35 854k ⌀	white_maize_for_grain stringclasses 21 values	d_13733_553693716014 float64 0.1 65.6k ⌀	d_13360_835502036338 float64 0.1 63.9k ⌀	d_69020_71066284798 float64 0 202k ⌀	d_5_025699261978304 float64 0 42.1 ⌀	d_21053_347282381168 float64 0 4.07M ⌀	d_3329_879575419638 float64 0 10.3k ⌀	d_3197_2399789708115 float64 0 9.95k ⌀	ls stringclasses 3 values	d_13733_553693715983 float64 0.1 2.37M ⌀	d_13360_835502036314 float64 0 2.08M ⌀	d_69020_71066284779 float64 0 4.08M ⌀	d_5_025699261978302 float64 0 42.1 ⌀	d_21053_347282381146 float64 0 6.38M ⌀	d_3329_8795754196326 float64 0 146k ⌀	d_3197_239978970807 float64 0 140k ⌀
zamstats-media-d9478f9c2bdaec:national:0	ZMB	Zambia	National	Maize for seed	7,354.508674	7,299.987668	42,127.619992	5.728135	null	2,132.90305	2,188.735755	2,015	2,023	2015-2023	Zambia Statistics Agency	Crop Forecast Survey 2015_2016	Crop Forecast Survey 2015_2016	crop-forecast-survey-2015-2016-zamstats-media-d9478f9c2bdaec	zamstats-media-d9478f9c2bdaec	https://www.zamstats.gov.zm/wp-content/uploads/2023/12/Crop-Forecast-Survey-2015_2016.xlsx	other-open	2026-07-22T09:43:48Z	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
zamstats-media-d9478f9c2bdaec:national:1	ZMB	Zambia	National	Maize for silage	3,484.063967	3,446.604185	3,359.812379	0.964337	null	958.273213	1,012.654481	2,015	2,023	2015-2023	Zambia Statistics Agency	Crop Forecast Survey 2015_2016	Crop Forecast Survey 2015_2016	crop-forecast-survey-2015-2016-zamstats-media-d9478f9c2bdaec	zamstats-media-d9478f9c2bdaec	https://www.zamstats.gov.zm/wp-content/uploads/2023/12/Crop-Forecast-Survey-2015_2016.xlsx	other-open	2026-07-22T09:43:48Z	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
zamstats-media-d9478f9c2bdaec:national:2	ZMB	Zambia	National	Green Maize	198.031	198.031	null	0	null	48.332551	48.082551	2,015	2,023	2015-2023	Zambia Statistics Agency	Crop Forecast Survey 2015_2016	Crop Forecast Survey 2015_2016	crop-forecast-survey-2015-2016-zamstats-media-d9478f9c2bdaec	zamstats-media-d9478f9c2bdaec	https://www.zamstats.gov.zm/wp-content/uploads/2023/12/Crop-Forecast-Survey-2015_2016.xlsx	other-open	2026-07-22T09:43:48Z	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
zamstats-media-d9478f9c2bdaec:national:3	ZMB	Zambia	National	Sorghum	33,237.834179	26,673.690529	14,106.856065	0.424422	null	92.316709	65.918798	2,015	2,023	2015-2023	Zambia Statistics Agency	Crop Forecast Survey 2015_2016	Crop Forecast Survey 2015_2016	crop-forecast-survey-2015-2016-zamstats-media-d9478f9c2bdaec	zamstats-media-d9478f9c2bdaec	https://www.zamstats.gov.zm/wp-content/uploads/2023/12/Crop-Forecast-Survey-2015_2016.xlsx	other-open	2026-07-22T09:43:48Z	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
zamstats-media-d9478f9c2bdaec:national:4	ZMB	Zambia	National	Rice	25,594.569831	22,087.107459	26,675.008187	1.042214	13,867.885896	33.786088	27.356805	2,015	2,023	2015-2023	Zambia Statistics Agency	Crop Forecast Survey 2015_2016	Crop Forecast Survey 2015_2016	crop-forecast-survey-2015-2016-zamstats-media-d9478f9c2bdaec	zamstats-media-d9478f9c2bdaec	https://www.zamstats.gov.zm/wp-content/uploads/2023/12/Crop-Forecast-Survey-2015_2016.xlsx	other-open	2026-07-22T09:43:48Z	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
zamstats-media-d9478f9c2bdaec:national:5	ZMB	Zambia	National	Millet	53,699.058115	47,297.874983	29,972.958543	0.558165	9,429.697109	24.71675	10.991932	2,015	2,023	2015-2023	Zambia Statistics Agency	Crop Forecast Survey 2015_2016	Crop Forecast Survey 2015_2016	crop-forecast-survey-2015-2016-zamstats-media-d9478f9c2bdaec	zamstats-media-d9478f9c2bdaec	https://www.zamstats.gov.zm/wp-content/uploads/2023/12/Crop-Forecast-Survey-2015_2016.xlsx	other-open	2026-07-22T09:43:48Z	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
zamstats-media-d9478f9c2bdaec:national:6	ZMB	Zambia	National	Sunflower	127,096.238406	115,916.221167	61,072.933587	0.480525	null	118.70137	81.039663	2,015	2,023	2015-2023	Zambia Statistics Agency	Crop Forecast Survey 2015_2016	Crop Forecast Survey 2015_2016	crop-forecast-survey-2015-2016-zamstats-media-d9478f9c2bdaec	zamstats-media-d9478f9c2bdaec	https://www.zamstats.gov.zm/wp-content/uploads/2023/12/Crop-Forecast-Survey-2015_2016.xlsx	other-open	2026-07-22T09:43:48Z	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
zamstats-media-d9478f9c2bdaec:national:7	ZMB	Zambia	National	Groundnuts	222,952.303796	209,938.621741	131,562.454047	0.590092	null	128.243321	73.324435	2,015	2,023	2015-2023	Zambia Statistics Agency	Crop Forecast Survey 2015_2016	Crop Forecast Survey 2015_2016	crop-forecast-survey-2015-2016-zamstats-media-d9478f9c2bdaec	zamstats-media-d9478f9c2bdaec	https://www.zamstats.gov.zm/wp-content/uploads/2023/12/Crop-Forecast-Survey-2015_2016.xlsx	other-open	2026-07-22T09:43:48Z	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
zamstats-media-d9478f9c2bdaec:national:8	ZMB	Zambia	National	Soya beans	145,762.821272	137,814.178205	267,490.229159	1.835106	null	10,701.128518	4,441.578191	2,015	2,023	2015-2023	Zambia Statistics Agency	Crop Forecast Survey 2015_2016	Crop Forecast Survey 2015_2016	crop-forecast-survey-2015-2016-zamstats-media-d9478f9c2bdaec	zamstats-media-d9478f9c2bdaec	https://www.zamstats.gov.zm/wp-content/uploads/2023/12/Crop-Forecast-Survey-2015_2016.xlsx	other-open	2026-07-22T09:43:48Z	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
zamstats-media-d9478f9c2bdaec:national:9	ZMB	Zambia	National	Seed cotton	139,194.717787	129,599.75608	111,902.05425	0.803925	null	454.01474	268.976823	2,015	2,023	2015-2023	Zambia Statistics Agency	Crop Forecast Survey 2015_2016	Crop Forecast Survey 2015_2016	crop-forecast-survey-2015-2016-zamstats-media-d9478f9c2bdaec	zamstats-media-d9478f9c2bdaec	https://www.zamstats.gov.zm/wp-content/uploads/2023/12/Crop-Forecast-Survey-2015_2016.xlsx	other-open	2026-07-22T09:43:48Z	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
zamstats-media-d9478f9c2bdaec:national:10	ZMB	Zambia	National	Irish potato	1,333.28714	1,304.311437	24,428.076207	18.321692	null	97.429325	80.122281	2,015	2,023	2015-2023	Zambia Statistics Agency	Crop Forecast Survey 2015_2016	Crop Forecast Survey 2015_2016	crop-forecast-survey-2015-2016-zamstats-media-d9478f9c2bdaec	zamstats-media-d9478f9c2bdaec	https://www.zamstats.gov.zm/wp-content/uploads/2023/12/Crop-Forecast-Survey-2015_2016.xlsx	other-open	2026-07-22T09:43:48Z	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
zamstats-media-d9478f9c2bdaec:national:11	ZMB	Zambia	National	Virginia Tobacco	6,237.05553	6,053.878078	12,540.081539	2.010577	null	1,415.155666	737.333646	2,015	2,023	2015-2023	Zambia Statistics Agency	Crop Forecast Survey 2015_2016	Crop Forecast Survey 2015_2016	crop-forecast-survey-2015-2016-zamstats-media-d9478f9c2bdaec	zamstats-media-d9478f9c2bdaec	https://www.zamstats.gov.zm/wp-content/uploads/2023/12/Crop-Forecast-Survey-2015_2016.xlsx	other-open	2026-07-22T09:43:48Z	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
zamstats-media-d9478f9c2bdaec:national:12	ZMB	Zambia	National	Burley tobacco	4,846.419385	4,483.95779	6,476.468017	1.336341	null	1,375.906808	1,194.019292	2,015	2,023	2015-2023	Zambia Statistics Agency	Crop Forecast Survey 2015_2016	Crop Forecast Survey 2015_2016	crop-forecast-survey-2015-2016-zamstats-media-d9478f9c2bdaec	zamstats-media-d9478f9c2bdaec	https://www.zamstats.gov.zm/wp-content/uploads/2023/12/Crop-Forecast-Survey-2015_2016.xlsx	other-open	2026-07-22T09:43:48Z	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
zamstats-media-d9478f9c2bdaec:national:13	ZMB	Zambia	National	Mixed beans	90,434.319501	85,939.689288	45,351.484549	0.501485	24,066.56114	269.554943	64.708984	2,015	2,023	2015-2023	Zambia Statistics Agency	Crop Forecast Survey 2015_2016	Crop Forecast Survey 2015_2016	crop-forecast-survey-2015-2016-zamstats-media-d9478f9c2bdaec	zamstats-media-d9478f9c2bdaec	https://www.zamstats.gov.zm/wp-content/uploads/2023/12/Crop-Forecast-Survey-2015_2016.xlsx	other-open	2026-07-22T09:43:48Z	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
zamstats-media-d9478f9c2bdaec:national:14	ZMB	Zambia	National	Bambara nuts	6,038.556582	5,657.462605	5,427.675028	0.898836	1,611.516548	null	null	2,015	2,023	2015-2023	Zambia Statistics Agency	Crop Forecast Survey 2015_2016	Crop Forecast Survey 2015_2016	crop-forecast-survey-2015-2016-zamstats-media-d9478f9c2bdaec	zamstats-media-d9478f9c2bdaec	https://www.zamstats.gov.zm/wp-content/uploads/2023/12/Crop-Forecast-Survey-2015_2016.xlsx	other-open	2026-07-22T09:43:48Z	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
zamstats-media-d9478f9c2bdaec:national:15	ZMB	Zambia	National	Cowpeas	20,865.896665	18,919.259801	10,602.837272	0.508142	3,988.080835	55.725093	52.073562	2,015	2,023	2015-2023	Zambia Statistics Agency	Crop Forecast Survey 2015_2016	Crop Forecast Survey 2015_2016	crop-forecast-survey-2015-2016-zamstats-media-d9478f9c2bdaec	zamstats-media-d9478f9c2bdaec	https://www.zamstats.gov.zm/wp-content/uploads/2023/12/Crop-Forecast-Survey-2015_2016.xlsx	other-open	2026-07-22T09:43:48Z	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
zamstats-media-d9478f9c2bdaec:national:16	ZMB	Zambia	National	Velvet beans	1,075.202497	1,070.749955	339.621889	0.315868	null	null	null	2,015	2,023	2015-2023	Zambia Statistics Agency	Crop Forecast Survey 2015_2016	Crop Forecast Survey 2015_2016	crop-forecast-survey-2015-2016-zamstats-media-d9478f9c2bdaec	zamstats-media-d9478f9c2bdaec	https://www.zamstats.gov.zm/wp-content/uploads/2023/12/Crop-Forecast-Survey-2015_2016.xlsx	other-open	2026-07-22T09:43:48Z	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
zamstats-media-d9478f9c2bdaec:national:17	ZMB	Zambia	National	Coffee	null	null	null	null	null	null	null	2,015	2,023	2015-2023	Zambia Statistics Agency	Crop Forecast Survey 2015_2016	Crop Forecast Survey 2015_2016	crop-forecast-survey-2015-2016-zamstats-media-d9478f9c2bdaec	zamstats-media-d9478f9c2bdaec	https://www.zamstats.gov.zm/wp-content/uploads/2023/12/Crop-Forecast-Survey-2015_2016.xlsx	other-open	2026-07-22T09:43:48Z	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
zamstats-media-d9478f9c2bdaec:national:18	ZMB	Zambia	National	Sweet potatoes	69,298.665173	66,958.252905	231,881.787554	3.346122	136,323.910597	178.173195	131.037699	2,015	2,023	2015-2023	Zambia Statistics Agency	Crop Forecast Survey 2015_2016	Crop Forecast Survey 2015_2016	crop-forecast-survey-2015-2016-zamstats-media-d9478f9c2bdaec	zamstats-media-d9478f9c2bdaec	https://www.zamstats.gov.zm/wp-content/uploads/2023/12/Crop-Forecast-Survey-2015_2016.xlsx	other-open	2026-07-22T09:43:48Z	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
zamstats-media-d9478f9c2bdaec:national:19	ZMB	Zambia	National	Cassava	508.393478	201.653396	0	0	0	null	null	2,015	2,023	2015-2023	Zambia Statistics Agency	Crop Forecast Survey 2015_2016	Crop Forecast Survey 2015_2016	crop-forecast-survey-2015-2016-zamstats-media-d9478f9c2bdaec	zamstats-media-d9478f9c2bdaec	https://www.zamstats.gov.zm/wp-content/uploads/2023/12/Crop-Forecast-Survey-2015_2016.xlsx	other-open	2026-07-22T09:43:48Z	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
zamstats-media-d9478f9c2bdaec:national:20	ZMB	Zambia	National	Kenaf	null	null	null	null	null	null	null	2,015	2,023	2015-2023	Zambia Statistics Agency	Crop Forecast Survey 2015_2016	Crop Forecast Survey 2015_2016	crop-forecast-survey-2015-2016-zamstats-media-d9478f9c2bdaec	zamstats-media-d9478f9c2bdaec	https://www.zamstats.gov.zm/wp-content/uploads/2023/12/Crop-Forecast-Survey-2015_2016.xlsx	other-open	2026-07-22T09:43:48Z	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
zamstats-media-d9478f9c2bdaec:national:21	ZMB	Zambia	National	Cashew nut	50.077272	50.077272	null	0	null	null	null	2,015	2,023	2015-2023	Zambia Statistics Agency	Crop Forecast Survey 2015_2016	Crop Forecast Survey 2015_2016	crop-forecast-survey-2015-2016-zamstats-media-d9478f9c2bdaec	zamstats-media-d9478f9c2bdaec	https://www.zamstats.gov.zm/wp-content/uploads/2023/12/Crop-Forecast-Survey-2015_2016.xlsx	other-open	2026-07-22T09:43:48Z	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
zamstats-media-d9478f9c2bdaec:national:22	ZMB	Zambia	National	Other crop	null	null	null	null	null	null	null	2,015	2,023	2015-2023	Zambia Statistics Agency	Crop Forecast Survey 2015_2016	Crop Forecast Survey 2015_2016	crop-forecast-survey-2015-2016-zamstats-media-d9478f9c2bdaec	zamstats-media-d9478f9c2bdaec	https://www.zamstats.gov.zm/wp-content/uploads/2023/12/Crop-Forecast-Survey-2015_2016.xlsx	other-open	2026-07-22T09:43:48Z	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
zamstats-media-d9478f9c2bdaec:national:23	ZMB	Zambia	National	Paprika	14.878071	14.878071	1.531999	0.10297	null	2.062307	null	2,015	2,023	2015-2023	Zambia Statistics Agency	Crop Forecast Survey 2015_2016	Crop Forecast Survey 2015_2016	crop-forecast-survey-2015-2016-zamstats-media-d9478f9c2bdaec	zamstats-media-d9478f9c2bdaec	https://www.zamstats.gov.zm/wp-content/uploads/2023/12/Crop-Forecast-Survey-2015_2016.xlsx	other-open	2026-07-22T09:43:48Z	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
zamstats-media-d9478f9c2bdaec:national:24	ZMB	Zambia	National	Pineapples	1,409.266135	1,279.154469	7,742.447983	5.493957	null	0.158085	0.290319	2,015	2,023	2015-2023	Zambia Statistics Agency	Crop Forecast Survey 2015_2016	Crop Forecast Survey 2015_2016	crop-forecast-survey-2015-2016-zamstats-media-d9478f9c2bdaec	zamstats-media-d9478f9c2bdaec	https://www.zamstats.gov.zm/wp-content/uploads/2023/12/Crop-Forecast-Survey-2015_2016.xlsx	other-open	2026-07-22T09:43:48Z	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
zamstats-media-d9478f9c2bdaec:national:25	ZMB	Zambia	National	Wheat	31,017.414086	24,170.255755	159,533.686833	5.143359	137,649.585883	7,145.843344	6,795.920521	2,015	2,023	2015-2023	Zambia Statistics Agency	Crop Forecast Survey 2015_2016	Crop Forecast Survey 2015_2016	crop-forecast-survey-2015-2016-zamstats-media-d9478f9c2bdaec	zamstats-media-d9478f9c2bdaec	https://www.zamstats.gov.zm/wp-content/uploads/2023/12/Crop-Forecast-Survey-2015_2016.xlsx	other-open	2026-07-22T09:43:48Z	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
zamstats-media-d9478f9c2bdaec:national:26	ZMB	Zambia	National	Barley	433.657982	433.657982	7,530.434257	17.364916	null	121.307858	71.942461	2,015	2,023	2015-2023	Zambia Statistics Agency	Crop Forecast Survey 2015_2016	Crop Forecast Survey 2015_2016	crop-forecast-survey-2015-2016-zamstats-media-d9478f9c2bdaec	zamstats-media-d9478f9c2bdaec	https://www.zamstats.gov.zm/wp-content/uploads/2023/12/Crop-Forecast-Survey-2015_2016.xlsx	other-open	2026-07-22T09:43:48Z	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
zamstats-media-d9478f9c2bdaec:national:27	ZMB	Zambia	National	Castor beans	23.636364	23.636364	47.272727	2	null	null	null	2,015	2,023	2015-2023	Zambia Statistics Agency	Crop Forecast Survey 2015_2016	Crop Forecast Survey 2015_2016	crop-forecast-survey-2015-2016-zamstats-media-d9478f9c2bdaec	zamstats-media-d9478f9c2bdaec	https://www.zamstats.gov.zm/wp-content/uploads/2023/12/Crop-Forecast-Survey-2015_2016.xlsx	other-open	2026-07-22T09:43:48Z	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
zamstats-media-d9478f9c2bdaec:national:28	ZMB	Zambia	National	Popcorn	10,177.888293	9,688.556817	11,294.492454	1.109709	9,203.051661	355.656868	549.843316	2,015	2,023	2015-2023	Zambia Statistics Agency	Crop Forecast Survey 2015_2016	Crop Forecast Survey 2015_2016	crop-forecast-survey-2015-2016-zamstats-media-d9478f9c2bdaec	zamstats-media-d9478f9c2bdaec	https://www.zamstats.gov.zm/wp-content/uploads/2023/12/Crop-Forecast-Survey-2015_2016.xlsx	other-open	2026-07-22T09:43:48Z	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
zamstats-media-d9478f9c2bdaec:national:29	ZMB	Zambia	National	Sugarcane (plantation)	4.943343	4.943343	9.886686	2	null	null	null	2,015	2,023	2015-2023	Zambia Statistics Agency	Crop Forecast Survey 2015_2016	Crop Forecast Survey 2015_2016	crop-forecast-survey-2015-2016-zamstats-media-d9478f9c2bdaec	zamstats-media-d9478f9c2bdaec	https://www.zamstats.gov.zm/wp-content/uploads/2023/12/Crop-Forecast-Survey-2015_2016.xlsx	other-open	2026-07-22T09:43:48Z	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
zamstats-media-d9478f9c2bdaec:province:0	ZMB	Zambia	Province	null	null	null	null	null	null	null	null	2,015	2,023	2015-2023	Zambia Statistics Agency	Crop Forecast Survey 2015_2016	Crop Forecast Survey 2015_2016	crop-forecast-survey-2015-2016-zamstats-media-d9478f9c2bdaec	zamstats-media-d9478f9c2bdaec	https://www.zamstats.gov.zm/wp-content/uploads/2023/12/Crop-Forecast-Survey-2015_2016.xlsx	other-open	2026-07-22T09:43:48Z	null	Eastern	287,280.76815	253,734.566917	500,920.416798	1.743662	166,716.921875	19,820.361442	20,607.840205	Eastern	null	500,920.416798	Eastern	null	166,716.921875	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
zamstats-media-d9478f9c2bdaec:province:1	ZMB	Zambia	Province	null	null	null	null	null	null	null	null	2,015	2,023	2015-2023	Zambia Statistics Agency	Crop Forecast Survey 2015_2016	Crop Forecast Survey 2015_2016	crop-forecast-survey-2015-2016-zamstats-media-d9478f9c2bdaec	zamstats-media-d9478f9c2bdaec	https://www.zamstats.gov.zm/wp-content/uploads/2023/12/Crop-Forecast-Survey-2015_2016.xlsx	other-open	2026-07-22T09:43:48Z	null	Luapula	51,430.947746	48,354.425338	148,108.641182	2.879757	96,462.732899	6,851.399466	6,829.670847	Luapula	148,108.641182	null	Luapula	96,462.732899	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
zamstats-media-d9478f9c2bdaec:province:2	ZMB	Zambia	Province	null	null	null	null	null	null	null	null	2,015	2,023	2015-2023	Zambia Statistics Agency	Crop Forecast Survey 2015_2016	Crop Forecast Survey 2015_2016	crop-forecast-survey-2015-2016-zamstats-media-d9478f9c2bdaec	zamstats-media-d9478f9c2bdaec	https://www.zamstats.gov.zm/wp-content/uploads/2023/12/Crop-Forecast-Survey-2015_2016.xlsx	other-open	2026-07-22T09:43:48Z	null	Lusaka	44,700.843821	38,578.239942	115,880.078402	2.592347	51,266.669186	5,474.150027	5,366.492062	Lusaka	null	115,880.078402	Lusaka	null	51,266.669186	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
zamstats-media-d9478f9c2bdaec:province:3	ZMB	Zambia	Province	null	null	null	null	null	null	null	null	2,015	2,023	2015-2023	Zambia Statistics Agency	Crop Forecast Survey 2015_2016	Crop Forecast Survey 2015_2016	crop-forecast-survey-2015-2016-zamstats-media-d9478f9c2bdaec	zamstats-media-d9478f9c2bdaec	https://www.zamstats.gov.zm/wp-content/uploads/2023/12/Crop-Forecast-Survey-2015_2016.xlsx	other-open	2026-07-22T09:43:48Z	null	Muchinga	79,799.938663	72,297.088645	242,546.088633	3.039427	148,852.666274	10,776.112041	10,728.710733	Muchinga	242,546.088633	null	Muchinga	148,852.666274	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
zamstats-media-d9478f9c2bdaec:province:4	ZMB	Zambia	Province	null	null	null	null	null	null	null	null	2,015	2,023	2015-2023	Zambia Statistics Agency	Crop Forecast Survey 2015_2016	Crop Forecast Survey 2015_2016	crop-forecast-survey-2015-2016-zamstats-media-d9478f9c2bdaec	zamstats-media-d9478f9c2bdaec	https://www.zamstats.gov.zm/wp-content/uploads/2023/12/Crop-Forecast-Survey-2015_2016.xlsx	other-open	2026-07-22T09:43:48Z	null	Northern	101,596.839432	98,029.707536	264,723.418462	2.605627	162,446.53627	12,638.017458	12,546.290939	Northern	264,723.418462	null	Northern	162,446.53627	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
zamstats-media-d9478f9c2bdaec:province:5	ZMB	Zambia	Province	null	null	null	null	null	null	null	null	2,015	2,023	2015-2023	Zambia Statistics Agency	Crop Forecast Survey 2015_2016	Crop Forecast Survey 2015_2016	crop-forecast-survey-2015-2016-zamstats-media-d9478f9c2bdaec	zamstats-media-d9478f9c2bdaec	https://www.zamstats.gov.zm/wp-content/uploads/2023/12/Crop-Forecast-Survey-2015_2016.xlsx	other-open	2026-07-22T09:43:48Z	null	North-Western	73,419.144906	67,488.991597	179,854.512539	2.449695	108,373.225378	7,069.214558	6,975.900241	North-Western	179,854.512539	null	North-Western	108,373.225378	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
zamstats-media-d9478f9c2bdaec:province:6	ZMB	Zambia	Province	null	null	null	null	null	null	null	null	2,015	2,023	2015-2023	Zambia Statistics Agency	Crop Forecast Survey 2015_2016	Crop Forecast Survey 2015_2016	crop-forecast-survey-2015-2016-zamstats-media-d9478f9c2bdaec	zamstats-media-d9478f9c2bdaec	https://www.zamstats.gov.zm/wp-content/uploads/2023/12/Crop-Forecast-Survey-2015_2016.xlsx	other-open	2026-07-22T09:43:48Z	null	Southern	301,771.277106	213,115.531359	448,187.267329	1.485189	161,927.463112	20,629.548847	20,661.166696	Southern	null	448,187.267329	Southern	null	161,927.463112	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
zamstats-media-d9478f9c2bdaec:province:7	ZMB	Zambia	Province	null	null	null	null	null	null	null	null	2,015	2,023	2015-2023	Zambia Statistics Agency	Crop Forecast Survey 2015_2016	Crop Forecast Survey 2015_2016	crop-forecast-survey-2015-2016-zamstats-media-d9478f9c2bdaec	zamstats-media-d9478f9c2bdaec	https://www.zamstats.gov.zm/wp-content/uploads/2023/12/Crop-Forecast-Survey-2015_2016.xlsx	other-open	2026-07-22T09:43:48Z	null	Western	92,962.526314	69,573.022393	87,991.307314	0.946524	30,945.236604	1,901.189377	1,877.190999	Western	null	87,991.307314	Western	null	30,945.236604	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
zamstats-media-d9478f9c2bdaec:province:8	ZMB	Zambia	Province	null	null	null	null	null	null	null	null	2,015	2,023	2015-2023	Zambia Statistics Agency	Crop Forecast Survey 2015_2016	Crop Forecast Survey 2015_2016	crop-forecast-survey-2015-2016-zamstats-media-d9478f9c2bdaec	zamstats-media-d9478f9c2bdaec	https://www.zamstats.gov.zm/wp-content/uploads/2023/12/Crop-Forecast-Survey-2015_2016.xlsx	other-open	2026-07-22T09:43:48Z	null	Total	1,364,977.400758	1,157,754.798069	2,873,052.292164	2.104835	1,382,871.039005	120,543.008296	122,351.476018	Total	1,720,073.222321	1,152,979.069843	Total	972,014.748229	410,856.290776	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
zamstats-media-d9478f9c2bdaec:province:9	ZMB	Zambia	Province	null	null	null	null	null	null	null	null	2,015	2,023	2015-2023	Zambia Statistics Agency	Crop Forecast Survey 2015_2016	Crop Forecast Survey 2015_2016	crop-forecast-survey-2015-2016-zamstats-media-d9478f9c2bdaec	zamstats-media-d9478f9c2bdaec	https://www.zamstats.gov.zm/wp-content/uploads/2023/12/Crop-Forecast-Survey-2015_2016.xlsx	other-open	2026-07-22T09:43:48Z	Maize for seed	Central	5,208.914441	5,155.583911	30,022.36382	5.763651	2,952.96339	1,612.060605	1,710.85985	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
zamstats-media-d9478f9c2bdaec:province:10	ZMB	Zambia	Province	null	null	null	null	null	null	null	null	2,015	2,023	2015-2023	Zambia Statistics Agency	Crop Forecast Survey 2015_2016	Crop Forecast Survey 2015_2016	crop-forecast-survey-2015-2016-zamstats-media-d9478f9c2bdaec	zamstats-media-d9478f9c2bdaec	https://www.zamstats.gov.zm/wp-content/uploads/2023/12/Crop-Forecast-Survey-2015_2016.xlsx	other-open	2026-07-22T09:43:48Z	null	Copperbelt	72	72	450	6.25	null	25.2	32.4	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
zamstats-media-d9478f9c2bdaec:province:11	ZMB	Zambia	Province	null	null	null	null	null	null	null	null	2,015	2,023	2015-2023	Zambia Statistics Agency	Crop Forecast Survey 2015_2016	Crop Forecast Survey 2015_2016	crop-forecast-survey-2015-2016-zamstats-media-d9478f9c2bdaec	zamstats-media-d9478f9c2bdaec	https://www.zamstats.gov.zm/wp-content/uploads/2023/12/Crop-Forecast-Survey-2015_2016.xlsx	other-open	2026-07-22T09:43:48Z	null	Eastern	2	2	2	1	2	0.15	0.15	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
zamstats-media-d9478f9c2bdaec:province:12	ZMB	Zambia	Province	null	null	null	null	null	null	null	null	2,015	2,023	2015-2023	Zambia Statistics Agency	Crop Forecast Survey 2015_2016	Crop Forecast Survey 2015_2016	crop-forecast-survey-2015-2016-zamstats-media-d9478f9c2bdaec	zamstats-media-d9478f9c2bdaec	https://www.zamstats.gov.zm/wp-content/uploads/2023/12/Crop-Forecast-Survey-2015_2016.xlsx	other-open	2026-07-22T09:43:48Z	null	Lusaka	959.340909	959.340909	6,305.738636	6.57299	528.125	181.852273	130.007386	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
zamstats-media-d9478f9c2bdaec:province:13	ZMB	Zambia	Province	null	null	null	null	null	null	null	null	2,015	2,023	2015-2023	Zambia Statistics Agency	Crop Forecast Survey 2015_2016	Crop Forecast Survey 2015_2016	crop-forecast-survey-2015-2016-zamstats-media-d9478f9c2bdaec	zamstats-media-d9478f9c2bdaec	https://www.zamstats.gov.zm/wp-content/uploads/2023/12/Crop-Forecast-Survey-2015_2016.xlsx	other-open	2026-07-22T09:43:48Z	null	Southern	1,112.253324	1,111.062848	5,347.517535	4.807823	44.297329	313.640172	315.318518	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
zamstats-media-d9478f9c2bdaec:province:14	ZMB	Zambia	Province	null	null	null	null	null	null	null	null	2,015	2,023	2015-2023	Zambia Statistics Agency	Crop Forecast Survey 2015_2016	Crop Forecast Survey 2015_2016	crop-forecast-survey-2015-2016-zamstats-media-d9478f9c2bdaec	zamstats-media-d9478f9c2bdaec	https://www.zamstats.gov.zm/wp-content/uploads/2023/12/Crop-Forecast-Survey-2015_2016.xlsx	other-open	2026-07-22T09:43:48Z	null	Total	7,354.508674	7,299.987668	42,127.619992	5.728135	3,527.385719	2,132.90305	2,188.735755	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
zamstats-media-d9478f9c2bdaec:province:15	ZMB	Zambia	Province	null	null	null	null	null	null	null	null	2,015	2,023	2015-2023	Zambia Statistics Agency	Crop Forecast Survey 2015_2016	Crop Forecast Survey 2015_2016	crop-forecast-survey-2015-2016-zamstats-media-d9478f9c2bdaec	zamstats-media-d9478f9c2bdaec	https://www.zamstats.gov.zm/wp-content/uploads/2023/12/Crop-Forecast-Survey-2015_2016.xlsx	other-open	2026-07-22T09:43:48Z	Maize for silage	Central	1,607.551608	1,607.551608	1.085106	0.000675	0.868085	550.459651	601.818023	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
zamstats-media-d9478f9c2bdaec:province:16	ZMB	Zambia	Province	null	null	null	null	null	null	null	null	2,015	2,023	2015-2023	Zambia Statistics Agency	Crop Forecast Survey 2015_2016	Crop Forecast Survey 2015_2016	crop-forecast-survey-2015-2016-zamstats-media-d9478f9c2bdaec	zamstats-media-d9478f9c2bdaec	https://www.zamstats.gov.zm/wp-content/uploads/2023/12/Crop-Forecast-Survey-2015_2016.xlsx	other-open	2026-07-22T09:43:48Z	null	Copperbelt	12	12	null	0	null	3.9	5.4	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
zamstats-media-d9478f9c2bdaec:province:17	ZMB	Zambia	Province	null	null	null	null	null	null	null	null	2,015	2,023	2015-2023	Zambia Statistics Agency	Crop Forecast Survey 2015_2016	Crop Forecast Survey 2015_2016	crop-forecast-survey-2015-2016-zamstats-media-d9478f9c2bdaec	zamstats-media-d9478f9c2bdaec	https://www.zamstats.gov.zm/wp-content/uploads/2023/12/Crop-Forecast-Survey-2015_2016.xlsx	other-open	2026-07-22T09:43:48Z	null	Eastern	40	40	null	0	null	7	5	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
zamstats-media-d9478f9c2bdaec:province:18	ZMB	Zambia	Province	null	null	null	null	null	null	null	null	2,015	2,023	2015-2023	Zambia Statistics Agency	Crop Forecast Survey 2015_2016	Crop Forecast Survey 2015_2016	crop-forecast-survey-2015-2016-zamstats-media-d9478f9c2bdaec	zamstats-media-d9478f9c2bdaec	https://www.zamstats.gov.zm/wp-content/uploads/2023/12/Crop-Forecast-Survey-2015_2016.xlsx	other-open	2026-07-22T09:43:48Z	null	Lusaka	510.988636	510.988636	3,358.727273	6.572998	null	115.921591	164.619886	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
zamstats-media-d9478f9c2bdaec:province:19	ZMB	Zambia	Province	null	null	null	null	null	null	null	null	2,015	2,023	2015-2023	Zambia Statistics Agency	Crop Forecast Survey 2015_2016	Crop Forecast Survey 2015_2016	crop-forecast-survey-2015-2016-zamstats-media-d9478f9c2bdaec	zamstats-media-d9478f9c2bdaec	https://www.zamstats.gov.zm/wp-content/uploads/2023/12/Crop-Forecast-Survey-2015_2016.xlsx	other-open	2026-07-22T09:43:48Z	null	Southern	1,313.523722	1,276.06394	null	0	null	280.991971	235.816572	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
zamstats-media-d9478f9c2bdaec:province:20	ZMB	Zambia	Province	null	null	null	null	null	null	null	null	2,015	2,023	2015-2023	Zambia Statistics Agency	Crop Forecast Survey 2015_2016	Crop Forecast Survey 2015_2016	crop-forecast-survey-2015-2016-zamstats-media-d9478f9c2bdaec	zamstats-media-d9478f9c2bdaec	https://www.zamstats.gov.zm/wp-content/uploads/2023/12/Crop-Forecast-Survey-2015_2016.xlsx	other-open	2026-07-22T09:43:48Z	null	Total	3,484.063967	3,446.604185	3,359.812379	0.964337	0.868085	958.273213	1,012.654481	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
zamstats-media-d9478f9c2bdaec:province:21	ZMB	Zambia	Province	null	null	null	null	null	null	null	null	2,015	2,023	2015-2023	Zambia Statistics Agency	Crop Forecast Survey 2015_2016	Crop Forecast Survey 2015_2016	crop-forecast-survey-2015-2016-zamstats-media-d9478f9c2bdaec	zamstats-media-d9478f9c2bdaec	https://www.zamstats.gov.zm/wp-content/uploads/2023/12/Crop-Forecast-Survey-2015_2016.xlsx	other-open	2026-07-22T09:43:48Z	Green Maize	Central	31.9	31.9	null	0	null	4.84	4.84	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
zamstats-media-d9478f9c2bdaec:province:22	ZMB	Zambia	Province	null	null	null	null	null	null	null	null	2,015	2,023	2015-2023	Zambia Statistics Agency	Crop Forecast Survey 2015_2016	Crop Forecast Survey 2015_2016	crop-forecast-survey-2015-2016-zamstats-media-d9478f9c2bdaec	zamstats-media-d9478f9c2bdaec	https://www.zamstats.gov.zm/wp-content/uploads/2023/12/Crop-Forecast-Survey-2015_2016.xlsx	other-open	2026-07-22T09:43:48Z	null	Copperbelt	0.5	0.5	null	0	null	0.15	0.15	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
zamstats-media-d9478f9c2bdaec:province:23	ZMB	Zambia	Province	null	null	null	null	null	null	null	null	2,015	2,023	2015-2023	Zambia Statistics Agency	Crop Forecast Survey 2015_2016	Crop Forecast Survey 2015_2016	crop-forecast-survey-2015-2016-zamstats-media-d9478f9c2bdaec	zamstats-media-d9478f9c2bdaec	https://www.zamstats.gov.zm/wp-content/uploads/2023/12/Crop-Forecast-Survey-2015_2016.xlsx	other-open	2026-07-22T09:43:48Z	null	Eastern	1	1	null	0	null	0.2	0.2	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
zamstats-media-d9478f9c2bdaec:province:24	ZMB	Zambia	Province	null	null	null	null	null	null	null	null	2,015	2,023	2015-2023	Zambia Statistics Agency	Crop Forecast Survey 2015_2016	Crop Forecast Survey 2015_2016	crop-forecast-survey-2015-2016-zamstats-media-d9478f9c2bdaec	zamstats-media-d9478f9c2bdaec	https://www.zamstats.gov.zm/wp-content/uploads/2023/12/Crop-Forecast-Survey-2015_2016.xlsx	other-open	2026-07-22T09:43:48Z	null	Luapula	2.7125	2.7125	null	0	null	0.2325	0.2325	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
zamstats-media-d9478f9c2bdaec:province:25	ZMB	Zambia	Province	null	null	null	null	null	null	null	null	2,015	2,023	2015-2023	Zambia Statistics Agency	Crop Forecast Survey 2015_2016	Crop Forecast Survey 2015_2016	crop-forecast-survey-2015-2016-zamstats-media-d9478f9c2bdaec	zamstats-media-d9478f9c2bdaec	https://www.zamstats.gov.zm/wp-content/uploads/2023/12/Crop-Forecast-Survey-2015_2016.xlsx	other-open	2026-07-22T09:43:48Z	null	Lusaka	147.319545	147.319545	null	0	null	41.304545	40.654545	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
zamstats-media-d9478f9c2bdaec:province:26	ZMB	Zambia	Province	null	null	null	null	null	null	null	null	2,015	2,023	2015-2023	Zambia Statistics Agency	Crop Forecast Survey 2015_2016	Crop Forecast Survey 2015_2016	crop-forecast-survey-2015-2016-zamstats-media-d9478f9c2bdaec	zamstats-media-d9478f9c2bdaec	https://www.zamstats.gov.zm/wp-content/uploads/2023/12/Crop-Forecast-Survey-2015_2016.xlsx	other-open	2026-07-22T09:43:48Z	null	Northern	5.142857	5.142857	null	0	null	0.314286	0.714286	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
zamstats-media-d9478f9c2bdaec:province:27	ZMB	Zambia	Province	null	null	null	null	null	null	null	null	2,015	2,023	2015-2023	Zambia Statistics Agency	Crop Forecast Survey 2015_2016	Crop Forecast Survey 2015_2016	crop-forecast-survey-2015-2016-zamstats-media-d9478f9c2bdaec	zamstats-media-d9478f9c2bdaec	https://www.zamstats.gov.zm/wp-content/uploads/2023/12/Crop-Forecast-Survey-2015_2016.xlsx	other-open	2026-07-22T09:43:48Z	null	North-Western	0.5	0.5	null	0	null	0.1	0.1	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
zamstats-media-d9478f9c2bdaec:province:28	ZMB	Zambia	Province	null	null	null	null	null	null	null	null	2,015	2,023	2015-2023	Zambia Statistics Agency	Crop Forecast Survey 2015_2016	Crop Forecast Survey 2015_2016	crop-forecast-survey-2015-2016-zamstats-media-d9478f9c2bdaec	zamstats-media-d9478f9c2bdaec	https://www.zamstats.gov.zm/wp-content/uploads/2023/12/Crop-Forecast-Survey-2015_2016.xlsx	other-open	2026-07-22T09:43:48Z	null	Southern	8.956098	8.956098	null	0	null	1.19122	1.19122	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
zamstats-media-d9478f9c2bdaec:province:29	ZMB	Zambia	Province	null	null	null	null	null	null	null	null	2,015	2,023	2015-2023	Zambia Statistics Agency	Crop Forecast Survey 2015_2016	Crop Forecast Survey 2015_2016	crop-forecast-survey-2015-2016-zamstats-media-d9478f9c2bdaec	zamstats-media-d9478f9c2bdaec	https://www.zamstats.gov.zm/wp-content/uploads/2023/12/Crop-Forecast-Survey-2015_2016.xlsx	other-open	2026-07-22T09:43:48Z	null	Total	198.031	198.031	null	0	null	48.332551	48.082551	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
zamstats-media-d9478f9c2bdaec:province:30	ZMB	Zambia	Province	null	null	null	null	null	null	null	null	2,015	2,023	2015-2023	Zambia Statistics Agency	Crop Forecast Survey 2015_2016	Crop Forecast Survey 2015_2016	crop-forecast-survey-2015-2016-zamstats-media-d9478f9c2bdaec	zamstats-media-d9478f9c2bdaec	https://www.zamstats.gov.zm/wp-content/uploads/2023/12/Crop-Forecast-Survey-2015_2016.xlsx	other-open	2026-07-22T09:43:48Z	Sorghum	Central	1,317.36552	1,284.798216	805.474721	0.611428	283.004738	34.520835	20.315159	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
zamstats-media-d9478f9c2bdaec:province:31	ZMB	Zambia	Province	null	null	null	null	null	null	null	null	2,015	2,023	2015-2023	Zambia Statistics Agency	Crop Forecast Survey 2015_2016	Crop Forecast Survey 2015_2016	crop-forecast-survey-2015-2016-zamstats-media-d9478f9c2bdaec	zamstats-media-d9478f9c2bdaec	https://www.zamstats.gov.zm/wp-content/uploads/2023/12/Crop-Forecast-Survey-2015_2016.xlsx	other-open	2026-07-22T09:43:48Z	null	Copperbelt	365.93445	341.097283	319.05227	0.871884	49.055055	2.049624	3.249317	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
zamstats-media-d9478f9c2bdaec:province:32	ZMB	Zambia	Province	null	null	null	null	null	null	null	null	2,015	2,023	2015-2023	Zambia Statistics Agency	Crop Forecast Survey 2015_2016	Crop Forecast Survey 2015_2016	crop-forecast-survey-2015-2016-zamstats-media-d9478f9c2bdaec	zamstats-media-d9478f9c2bdaec	https://www.zamstats.gov.zm/wp-content/uploads/2023/12/Crop-Forecast-Survey-2015_2016.xlsx	other-open	2026-07-22T09:43:48Z	null	Eastern	103.048351	102.748351	25.524134	0.247691	7.262666	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
zamstats-media-d9478f9c2bdaec:province:33	ZMB	Zambia	Province	null	null	null	null	null	null	null	null	2,015	2,023	2015-2023	Zambia Statistics Agency	Crop Forecast Survey 2015_2016	Crop Forecast Survey 2015_2016	crop-forecast-survey-2015-2016-zamstats-media-d9478f9c2bdaec	zamstats-media-d9478f9c2bdaec	https://www.zamstats.gov.zm/wp-content/uploads/2023/12/Crop-Forecast-Survey-2015_2016.xlsx	other-open	2026-07-22T09:43:48Z	null	Luapula	241.776808	241.776808	191.414752	0.7917	18.603	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
zamstats-media-d9478f9c2bdaec:province:34	ZMB	Zambia	Province	null	null	null	null	null	null	null	null	2,015	2,023	2015-2023	Zambia Statistics Agency	Crop Forecast Survey 2015_2016	Crop Forecast Survey 2015_2016	crop-forecast-survey-2015-2016-zamstats-media-d9478f9c2bdaec	zamstats-media-d9478f9c2bdaec	https://www.zamstats.gov.zm/wp-content/uploads/2023/12/Crop-Forecast-Survey-2015_2016.xlsx	other-open	2026-07-22T09:43:48Z	null	Lusaka	354.891374	271.808002	444.173838	1.251577	263.097936	8.286252	7.814785	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
zamstats-media-d9478f9c2bdaec:province:35	ZMB	Zambia	Province	null	null	null	null	null	null	null	null	2,015	2,023	2015-2023	Zambia Statistics Agency	Crop Forecast Survey 2015_2016	Crop Forecast Survey 2015_2016	crop-forecast-survey-2015-2016-zamstats-media-d9478f9c2bdaec	zamstats-media-d9478f9c2bdaec	https://www.zamstats.gov.zm/wp-content/uploads/2023/12/Crop-Forecast-Survey-2015_2016.xlsx	other-open	2026-07-22T09:43:48Z	null	Muchinga	1,828.173941	1,680.536824	1,541.528257	0.843207	75.949575	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
zamstats-media-d9478f9c2bdaec:province:36	ZMB	Zambia	Province	null	null	null	null	null	null	null	null	2,015	2,023	2015-2023	Zambia Statistics Agency	Crop Forecast Survey 2015_2016	Crop Forecast Survey 2015_2016	crop-forecast-survey-2015-2016-zamstats-media-d9478f9c2bdaec	zamstats-media-d9478f9c2bdaec	https://www.zamstats.gov.zm/wp-content/uploads/2023/12/Crop-Forecast-Survey-2015_2016.xlsx	other-open	2026-07-22T09:43:48Z	null	Northern	636.213692	636.213692	248.739271	0.390968	98.285795	2.553153	2.553153	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
zamstats-media-d9478f9c2bdaec:province:37	ZMB	Zambia	Province	null	null	null	null	null	null	null	null	2,015	2,023	2015-2023	Zambia Statistics Agency	Crop Forecast Survey 2015_2016	Crop Forecast Survey 2015_2016	crop-forecast-survey-2015-2016-zamstats-media-d9478f9c2bdaec	zamstats-media-d9478f9c2bdaec	https://www.zamstats.gov.zm/wp-content/uploads/2023/12/Crop-Forecast-Survey-2015_2016.xlsx	other-open	2026-07-22T09:43:48Z	null	North-Western	1,810.766769	1,800.169829	1,215.526914	0.671277	188.604974	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
zamstats-media-d9478f9c2bdaec:province:38	ZMB	Zambia	Province	null	null	null	null	null	null	null	null	2,015	2,023	2015-2023	Zambia Statistics Agency	Crop Forecast Survey 2015_2016	Crop Forecast Survey 2015_2016	crop-forecast-survey-2015-2016-zamstats-media-d9478f9c2bdaec	zamstats-media-d9478f9c2bdaec	https://www.zamstats.gov.zm/wp-content/uploads/2023/12/Crop-Forecast-Survey-2015_2016.xlsx	other-open	2026-07-22T09:43:48Z	null	Southern	18,886.686252	13,948.232504	6,861.014947	0.363273	1,139.535163	43.570913	30.650451	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
zamstats-media-d9478f9c2bdaec:province:39	ZMB	Zambia	Province	null	null	null	null	null	null	null	null	2,015	2,023	2015-2023	Zambia Statistics Agency	Crop Forecast Survey 2015_2016	Crop Forecast Survey 2015_2016	crop-forecast-survey-2015-2016-zamstats-media-d9478f9c2bdaec	zamstats-media-d9478f9c2bdaec	https://www.zamstats.gov.zm/wp-content/uploads/2023/12/Crop-Forecast-Survey-2015_2016.xlsx	other-open	2026-07-22T09:43:48Z	null	Western	7,692.977023	6,366.309019	2,454.406961	0.319045	297.795509	1.335932	1.335932	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
zamstats-media-d9478f9c2bdaec:province:40	ZMB	Zambia	Province	null	null	null	null	null	null	null	null	2,015	2,023	2015-2023	Zambia Statistics Agency	Crop Forecast Survey 2015_2016	Crop Forecast Survey 2015_2016	crop-forecast-survey-2015-2016-zamstats-media-d9478f9c2bdaec	zamstats-media-d9478f9c2bdaec	https://www.zamstats.gov.zm/wp-content/uploads/2023/12/Crop-Forecast-Survey-2015_2016.xlsx	other-open	2026-07-22T09:43:48Z	null	Total	33,237.834179	26,673.690529	14,106.856065	0.424422	2,421.194411	92.316709	65.918798	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
zamstats-media-d9478f9c2bdaec:province:41	ZMB	Zambia	Province	null	null	null	null	null	null	null	null	2,015	2,023	2015-2023	Zambia Statistics Agency	Crop Forecast Survey 2015_2016	Crop Forecast Survey 2015_2016	crop-forecast-survey-2015-2016-zamstats-media-d9478f9c2bdaec	zamstats-media-d9478f9c2bdaec	https://www.zamstats.gov.zm/wp-content/uploads/2023/12/Crop-Forecast-Survey-2015_2016.xlsx	other-open	2026-07-22T09:43:48Z	Rice	Central	18.395097	18.395097	20.530756	1.116099	13.232143	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
zamstats-media-d9478f9c2bdaec:province:42	ZMB	Zambia	Province	null	null	null	null	null	null	null	null	2,015	2,023	2015-2023	Zambia Statistics Agency	Crop Forecast Survey 2015_2016	Crop Forecast Survey 2015_2016	crop-forecast-survey-2015-2016-zamstats-media-d9478f9c2bdaec	zamstats-media-d9478f9c2bdaec	https://www.zamstats.gov.zm/wp-content/uploads/2023/12/Crop-Forecast-Survey-2015_2016.xlsx	other-open	2026-07-22T09:43:48Z	null	Copperbelt	27.24992	27.24992	21.415231	0.785882	8.030712	0.980997	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
zamstats-media-d9478f9c2bdaec:province:43	ZMB	Zambia	Province	null	null	null	null	null	null	null	null	2,015	2,023	2015-2023	Zambia Statistics Agency	Crop Forecast Survey 2015_2016	Crop Forecast Survey 2015_2016	crop-forecast-survey-2015-2016-zamstats-media-d9478f9c2bdaec	zamstats-media-d9478f9c2bdaec	https://www.zamstats.gov.zm/wp-content/uploads/2023/12/Crop-Forecast-Survey-2015_2016.xlsx	other-open	2026-07-22T09:43:48Z	null	Eastern	1,541.17428	1,381.223673	2,154.189152	1.397758	602.56263	0.086663	0.086663	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
zamstats-media-d9478f9c2bdaec:province:44	ZMB	Zambia	Province	null	null	null	null	null	null	null	null	2,015	2,023	2015-2023	Zambia Statistics Agency	Crop Forecast Survey 2015_2016	Crop Forecast Survey 2015_2016	crop-forecast-survey-2015-2016-zamstats-media-d9478f9c2bdaec	zamstats-media-d9478f9c2bdaec	https://www.zamstats.gov.zm/wp-content/uploads/2023/12/Crop-Forecast-Survey-2015_2016.xlsx	other-open	2026-07-22T09:43:48Z	null	Luapula	2,046.027208	2,006.850344	3,591.171374	1.755192	2,113.91272	1.746453	1.746917	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
zamstats-media-d9478f9c2bdaec:province:45	ZMB	Zambia	Province	null	null	null	null	null	null	null	null	2,015	2,023	2015-2023	Zambia Statistics Agency	Crop Forecast Survey 2015_2016	Crop Forecast Survey 2015_2016	crop-forecast-survey-2015-2016-zamstats-media-d9478f9c2bdaec	zamstats-media-d9478f9c2bdaec	https://www.zamstats.gov.zm/wp-content/uploads/2023/12/Crop-Forecast-Survey-2015_2016.xlsx	other-open	2026-07-22T09:43:48Z	null	Lusaka	5.277688	5.277688	1.03691	0.196471	0	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null

End of preview. Expand in Data Studio

Crop Forecast Survey 2015_2016 | Africa (Zambia official open data)

1,666 rows - 1 Africa country - 2015-2023 - Repackaged by Electric Sheep Africa

TL;DR

This dataset packages one official XLSX resource from Zambia as ML-ready Parquet. The source file is the provenance boundary; all usable indicators or tabular columns from the resource stay together in this repo.

About the source

Source: Crop Forecast Survey 2015_2016
Publisher: Zambia Statistics Agency
Resource: Crop Forecast Survey 2015_2016
Format: XLSX
License: Other open license
Packaging mode: tabular_resource

Geographic coverage

1 Africa country:

Country	Rows	First year	Last year	Name
`ZMB`	1,666	2015	2023	`Zambia`

Indicators or Resource Contents

This source file is packaged as a normalized tabular resource.

Schema

Column	Type	Description	Example
`source_record_id`	`string`	Stable row identifier for tabular resources.	`zamstats-media-d9478f9c2bdaec:national:0`
`country_iso3`	`string`	ISO3 country code.	`ZMB`
`country_name`	`string`	Country name.	`Zambia`
`source_sheet`	`string`	Workbook sheet name, when the source is a spreadsheet.	`National`
`maize`	`string`	Source column.	`Maize for seed`
`d_1364977_4007577666`	`float64`	Source column.	`7354.508674085095`
`d_1157754_798069252`	`float64`	Source column.	`7299.987668453748`
`d_2873052_2921638703`	`float64`	Source column.	`42127.61999160216`
`d_2_1048350621547995`	`float64`	Source column.	`5.72813519685499`
`d_1382870_923994844`	`float64`	Source column.	``
`d_120543_0082956828`	`float64`	Source column.	`2132.903049805654`
`d_122351_47601814795`	`float64`	Source column.	`2188.7357552646104`
`source_period_start_year`	`Int64`	First year inferred from source resource metadata.	`2015`
`source_period_end_year`	`Int64`	Last year inferred from source resource metadata.	`2023`
`source_period_label`	`string`	Human-readable period inferred from source resource metadata.	`2015-2023`
`source_provider`	`string`	Publishing organization.	`Zambia Statistics Agency`
`source_dataset`	`string`	Source package title.	`Crop Forecast Survey 2015_2016`
`source_resource`	`string`	Source resource title.	`Crop Forecast Survey 2015_2016`
`source_package_id`	`string`	CKAN package UUID.	`crop-forecast-survey-2015-2016-zamstats-media-d9478f9c2bdaec`
`source_resource_id`	`string`	CKAN resource UUID.	`zamstats-media-d9478f9c2bdaec`
`source_url`	`string`	Original source resource URL.	`https://www.zamstats.gov.zm/wp-content/uploads/2023/12/Crop-Forecast-Sur`
`license_id`	`string`	Source license identifier.	`other-open`
`retrieved_at`	`string`	UTC retrieval timestamp.	`2026-07-22T09:43:48Z`
`column_1`	`string`	Source column.	``
`copperbelt`	`string`	Source column.	``
`d_84080_65194203574`	`float64`	Source column.	``
`d_78875_36500508276`	`float64`	Source column.	``
`d_236727_05959553484`	`float64`	Source column.	``
`d_2_8154760236484826`	`float64`	Source column.	``
`d_106531`	`float64`	Source column.	``
`d_9935_522975606651`	`float64`	Source column.	``
`d_10451_246785272953`	`float64`	Source column.	``
`copperbelt_2`	`string`	Source column.	``
`d_236727_05959553484_2`	`float64`	Source column.	``
`column_12`	`float64`	Source column.	``
`copperbelt_3`	`string`	Source column.	``
`d_106531_2`	`float64`	Source column.	``
`column_15`	`float64`	Source column.	``
`d_1332525_265689965`	`float64`	Source column.	``
`d_1126424_4833062273`	`float64`	Source column.	``
`d_2709939_5723919035`	`float64`	Source column.	``
`d_2_0336871969093435`	`float64`	Source column.	``
`d_1332222_2468396302`	`float64`	Source column.	``
`d_110489_2190393633`	`float64`	Source column.	``
`d_112405_08271663736`	`float64`	Source column.	``
`d_100428_62362078093`	`float64`	Source column.	``
`d_1318845_0697406917`	`float64`	Source column.	``
`central`	`string`	Source column.	``
`d_234200_90898327512`	`float64`	Source column.	``
`d_204347_0238343904`	`float64`	Source column.	``
`d_579092_7912461052`	`float64`	Source column.	``
`d_2_472632551940521`	`float64`	Source column.	``
`d_328295_2401265411`	`float64`	Source column.	``
`d_22117_612530135353`	`float64`	Source column.	``
`d_23109_726532655364`	`float64`	Source column.	``
`d_17576_037979037363`	`float64`	Source column.	``
`d_168248_9349431819`	`float64`	Source column.	``
`d_7375_797837892302`	`float64`	Source column.	``
`d_1728_337973959101`	`float64`	Source column.	``
`d_17778_939404947745`	`float64`	Source column.	``
`d_86296_8347033399`	`float64`	Source column.	``
`d_21574_208675834976`	`float64`	Source column.	``
`kabwe`	`string`	Source column.	``
`d_0_11919248596143328`	`float64`	Source column.	``
`d_0`	`float64`	Source column.	``
`d_1_3945520857487692`	`float64`	Source column.	``
`d_0_3486380214371923`	`float64`	Source column.	``
`white_maize_for_grain`	`string`	Source column.	``
`d_13733_553693716014`	`float64`	Source column.	``
`d_13360_835502036338`	`float64`	Source column.	``
`d_69020_71066284798`	`float64`	Source column.	``
`d_5_025699261978304`	`float64`	Source column.	``
`d_21053_347282381168`	`float64`	Source column.	``
`d_3329_879575419638`	`float64`	Source column.	``
`d_3197_2399789708115`	`float64`	Source column.	``
`ls`	`string`	Source column.	``
`d_13733_553693715983`	`float64`	Source column.	``
`d_13360_835502036314`	`float64`	Source column.	``
`d_69020_71066284779`	`float64`	Source column.	``
`d_5_025699261978302`	`float64`	Source column.	``
`d_21053_347282381146`	`float64`	Source column.	``
`d_3329_8795754196326`	`float64`	Source column.	``
`d_3197_239978970807`	`float64`	Source column.	``

Usage

from datasets import load_dataset

ds = load_dataset("electricsheepafrica/africa-zambia-crop-forecast-survey-2015-2016-cac489e3")
df = ds["train"].to_pandas()
print(df.head())

Filter to one country

sample_country = df[df["country_iso3"] == "ZMB"]

Work with indicators

if "indicator_id" in df.columns:
    print(df["indicator_id"].value_counts().head())
    sample = df.sort_values([c for c in ["indicator_id", "year"] if c in df.columns])

Citation

@misc{electric_sheep_africa_africa_zambia_crop_forecast_survey_2015_2016_cac489e3_2023,
  title        = {Crop Forecast Survey 2015_2016 | Africa (Zambia official open data)},
  author       = {Zambia Statistics Agency},
  year         = {2023},
  url          = {https://www.zamstats.gov.zm/crop-forecast-survey-2015_2016/},
  publisher    = {HuggingFace Datasets, repackaged by Electric Sheep Africa},
  howpublished = {\url{https://huggingface.co/datasets/electricsheepafrica/africa-zambia-crop-forecast-survey-2015-2016-cac489e3}}
}

License

Released under Other open license.

Original data (c) Zambia Statistics Agency. When using this dataset, please cite both the original source above and the Electric Sheep Africa repackaging.

About Electric Sheep

Electric Sheep Africa is part of the Electric Sheep mission: a unified, ML-ready data layer for Africa on Hugging Face. We pull data from authoritative open sources, normalize the schemas, package as Parquet, and publish with consistent dataset cards so researchers and developers can use load_dataset() to start working in seconds.

Browse the full collection: huggingface.co/electricsheepafrica

Provenance: ingested 2026-07-22 via the Electric Sheep pipeline. Source URL: https://www.zamstats.gov.zm/wp-content/uploads/2023/12/Crop-Forecast-Survey-2015_2016.xlsx

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Zambia · Country Data Coverage

Collection

84 official ML-ready Zambia datasets and metadata surfaces. • 135 items • Updated 11 days ago