source_record_id stringlengths 38 64 | country_iso3 stringclasses 1
value | country_name stringclasses 1
value | source_sheet stringclasses 12
values | agri_season stringclasses 33
values | province stringclasses 14
values | district stringclasses 94
values | category stringclasses 4
values | crop stringclasses 86
values | area_planted_ha float64 0 1.36M ⌀ | area_to_be_harvested_ha float64 0 119k ⌀ | expected_production_mt float64 0 18.9M ⌀ | expected_sales_mt float64 -68 15M ⌀ | fertiliser_basal_mt float64 0 6.88M ⌀ | fertiliser_top_mt float64 0 32.8M ⌀ | source_period_start_year int64 1.98k 1.98k | 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 | 1997 stringclasses 1
value | maize stringclasses 39
values | central stringclasses 908
values | chibombo stringclasses 80
values | small_medium stringclasses 5
values | d_21144 float64 0 510k ⌀ | d_22_518019296254256 float64 0 2.07k ⌀ | d_476121 float64 0 7.18M ⌀ | d_200891 float64 0 2.01M ⌀ | d_822781 float64 0 14.2M ⌀ | d_1008318 float64 0 15.2M ⌀ | yield_rate_mt_ha float64 0 261 ⌀ | number_of_crop_growing_holdings float64 1 68k ⌀ | hectares_planted float64 0 71.3k ⌀ | hectares_harvested float64 0 66.1k ⌀ | basal_dressing_mt float64 0 6.5k ⌀ | top_dressing_mt float64 0 7k ⌀ | column_1 stringclasses 1
value | year stringclasses 104
values | zambia float64 0 3.02M ⌀ | copperbelt float64 0 285k ⌀ | eastern float64 0 4.86B ⌀ | luapula float64 0 353k ⌀ | lusaka float64 0 7.42B ⌀ | northern float64 0 507k ⌀ | n_western float64 0 151k ⌀ | southern stringclasses 768
values | western float64 0 160k ⌀ | years float64 1.99k 2.01k ⌀ | sorghum float64 9.99k 35.6k ⌀ | rice float64 6.36k 49.4k ⌀ | millet float64 21.7k 69.6k ⌀ | s_flower float64 1.33k 43.9k ⌀ | g_nuts float64 20.5k 279k ⌀ | s_beans float64 1.84k 119k ⌀ | wheat float64 27.4k 237k ⌀ | m_beans stringclasses 15
values | cotton stringclasses 9
values | cassava stringclasses 10
values | v_tobacco float64 2.12k 158k ⌀ | b_tobacco stringclasses 23
values | coffee stringclasses 22
values | sweet_potatoes stringclasses 12
values | sum_of_hectares_planted float64 3 12k ⌀ | sum_of_expected_production_mt float64 0 147k ⌀ | sum_of_expected_sales_mt float64 0 14k ⌀ | sum_of_area_planted_ha float64 635 45.3k ⌀ | sum_of_expected_total_sales_mt float64 1.16k 70.7k ⌀ | area_expected_to_be_harvested_ha float64 0 1.1M ⌀ | expected_total_sales_mt stringclasses 665
values | quantity_of_basal_fert_used_mt stringclasses 357
values | quantity_of_top_fert_used_mt stringclasses 318
values | yield_mt float64 0 43.2 ⌀ | total float64 0.39 158k ⌀ | area_harvested_ha float64 0 1.1M ⌀ | basal_fertiliser_kg_s float64 -2.02 114k ⌀ | top_fertiliser_kg_s float64 -1.5 117k ⌀ | yield float64 0 43.2 ⌀ |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
zamstats-media-5e0adbd5d77a1b:sheet2:828 | ZMB | Zambia | Sheet2 | null | null | Chibombo | null | Wheat | 1,991 | null | 11,987.5 | 11,762.5 | null | null | 1,976 | 2,023 | 1976-2023 | Zambia Statistics Agency | CFS Data _1976-2010 | CFS Data _1976-2010 | cfs-data-1976-2010-zamstats-media-5e0adbd5d77a1b | zamstats-media-5e0adbd5d77a1b | https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-Data-_1976-2010.xls | 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 | 1,991 | 706.75 | 651.25 | 6.020844 |
zamstats-media-5e0adbd5d77a1b:sheet2:829 | ZMB | Zambia | Sheet2 | null | null | Choma | null | null | 1,007.222222 | null | 5,861.851852 | 5,861.851852 | null | null | 1,976 | 2,023 | 1976-2023 | Zambia Statistics Agency | CFS Data _1976-2010 | CFS Data _1976-2010 | cfs-data-1976-2010-zamstats-media-5e0adbd5d77a1b | zamstats-media-5e0adbd5d77a1b | https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-Data-_1976-2010.xls | 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 | 1,007.222222 | 342.092593 | 303.527778 | 5.81982 |
zamstats-media-5e0adbd5d77a1b:sheet2:830 | ZMB | Zambia | Sheet2 | null | null | Chongwe | null | null | 4,305.098039 | null | 28,600.862745 | 28,471.278431 | null | null | 1,976 | 2,023 | 1976-2023 | Zambia Statistics Agency | CFS Data _1976-2010 | CFS Data _1976-2010 | cfs-data-1976-2010-zamstats-media-5e0adbd5d77a1b | zamstats-media-5e0adbd5d77a1b | https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-Data-_1976-2010.xls | 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 | 4,305.098039 | 1,355.027451 | 1,282.470588 | 6.643487 |
zamstats-media-5e0adbd5d77a1b:sheet2:831 | ZMB | Zambia | Sheet2 | null | null | Kabwe | null | null | 2,315.862069 | null | 14,560 | 14,032.758621 | null | null | 1,976 | 2,023 | 1976-2023 | Zambia Statistics Agency | CFS Data _1976-2010 | CFS Data _1976-2010 | cfs-data-1976-2010-zamstats-media-5e0adbd5d77a1b | zamstats-media-5e0adbd5d77a1b | https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-Data-_1976-2010.xls | 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 | 2,315.862069 | 695.931034 | 754.827586 | 6.287076 |
zamstats-media-5e0adbd5d77a1b:sheet2:832 | ZMB | Zambia | Sheet2 | null | null | Kafue | null | null | 4,571.731343 | null | 24,996.089552 | 15,418.38806 | null | null | 1,976 | 2,023 | 1976-2023 | Zambia Statistics Agency | CFS Data _1976-2010 | CFS Data _1976-2010 | cfs-data-1976-2010-zamstats-media-5e0adbd5d77a1b | zamstats-media-5e0adbd5d77a1b | https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-Data-_1976-2010.xls | 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 | 4,565.910448 | 1,575.250746 | 1,521.931343 | 5.467532 |
zamstats-media-5e0adbd5d77a1b:sheet2:833 | ZMB | Zambia | Sheet2 | null | null | Kapiri-Mposhi | null | null | 142.718447 | null | 968.446602 | 968.446602 | null | null | 1,976 | 2,023 | 1976-2023 | Zambia Statistics Agency | CFS Data _1976-2010 | CFS Data _1976-2010 | cfs-data-1976-2010-zamstats-media-5e0adbd5d77a1b | zamstats-media-5e0adbd5d77a1b | https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-Data-_1976-2010.xls | 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 | 142.718447 | 64.223301 | 85.631068 | 6.785714 |
zamstats-media-5e0adbd5d77a1b:sheet2:834 | ZMB | Zambia | Sheet2 | null | null | Kazungula | null | null | 436.363636 | null | 2,590.909091 | 2,590.909091 | null | null | 1,976 | 2,023 | 1976-2023 | Zambia Statistics Agency | CFS Data _1976-2010 | CFS Data _1976-2010 | cfs-data-1976-2010-zamstats-media-5e0adbd5d77a1b | zamstats-media-5e0adbd5d77a1b | https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-Data-_1976-2010.xls | 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 | 436.363636 | 130.909091 | 130.909091 | 5.9375 |
zamstats-media-5e0adbd5d77a1b:sheet2:835 | ZMB | Zambia | Sheet2 | null | null | Livingstone | null | null | 90.181818 | null | 509.090909 | 509.090909 | null | null | 1,976 | 2,023 | 1976-2023 | Zambia Statistics Agency | CFS Data _1976-2010 | CFS Data _1976-2010 | cfs-data-1976-2010-zamstats-media-5e0adbd5d77a1b | zamstats-media-5e0adbd5d77a1b | https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-Data-_1976-2010.xls | 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 | 90.181818 | 0 | 0 | 5.645161 |
zamstats-media-5e0adbd5d77a1b:sheet2:836 | ZMB | Zambia | Sheet2 | null | null | Mazabuka | null | null | 2,393.26087 | null | 16,421.086957 | 13,684.23913 | null | null | 1,976 | 2,023 | 1976-2023 | Zambia Statistics Agency | CFS Data _1976-2010 | CFS Data _1976-2010 | cfs-data-1976-2010-zamstats-media-5e0adbd5d77a1b | zamstats-media-5e0adbd5d77a1b | https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-Data-_1976-2010.xls | 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 | 2,393.26087 | 865.365217 | 893.563043 | 6.861386 |
zamstats-media-5e0adbd5d77a1b:sheet2:837 | ZMB | Zambia | Sheet2 | null | null | Mbala | null | null | 2.2 | null | 3.3 | 2.97 | null | null | 1,976 | 2,023 | 1976-2023 | Zambia Statistics Agency | CFS Data _1976-2010 | CFS Data _1976-2010 | cfs-data-1976-2010-zamstats-media-5e0adbd5d77a1b | zamstats-media-5e0adbd5d77a1b | https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-Data-_1976-2010.xls | 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 | 2.2 | 0 | 0.33 | 1.5 |
zamstats-media-5e0adbd5d77a1b:sheet2:838 | ZMB | Zambia | Sheet2 | null | null | Mkushi | null | null | 15,431.68 | null | 95,791.553684 | 80,425.922105 | null | null | 1,976 | 2,023 | 1976-2023 | Zambia Statistics Agency | CFS Data _1976-2010 | CFS Data _1976-2010 | cfs-data-1976-2010-zamstats-media-5e0adbd5d77a1b | zamstats-media-5e0adbd5d77a1b | https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-Data-_1976-2010.xls | 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 | 15,431.68 | 5,268.731579 | 5,346.461053 | 6.207461 |
zamstats-media-5e0adbd5d77a1b:sheet2:839 | ZMB | Zambia | Sheet2 | null | null | Mpongwe | null | null | 3,143 | null | 24,439 | 24,439 | null | null | 1,976 | 2,023 | 1976-2023 | Zambia Statistics Agency | CFS Data _1976-2010 | CFS Data _1976-2010 | cfs-data-1976-2010-zamstats-media-5e0adbd5d77a1b | zamstats-media-5e0adbd5d77a1b | https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-Data-_1976-2010.xls | 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 | 3,143 | 1,267.2 | 1,186 | 7.775692 |
zamstats-media-5e0adbd5d77a1b:sheet2:840 | ZMB | Zambia | Sheet2 | null | null | Mufulira | null | null | 267 | null | 2,136 | 2,136 | null | null | 1,976 | 2,023 | 1976-2023 | Zambia Statistics Agency | CFS Data _1976-2010 | CFS Data _1976-2010 | cfs-data-1976-2010-zamstats-media-5e0adbd5d77a1b | zamstats-media-5e0adbd5d77a1b | https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-Data-_1976-2010.xls | 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 | 267 | 120.15 | 120.15 | 8 |
zamstats-media-5e0adbd5d77a1b:sheet2:841 | ZMB | Zambia | Sheet2 | null | null | Sinazongwe | null | null | 1,540 | null | 8,470 | 0 | null | null | 1,976 | 2,023 | 1976-2023 | Zambia Statistics Agency | CFS Data _1976-2010 | CFS Data _1976-2010 | cfs-data-1976-2010-zamstats-media-5e0adbd5d77a1b | zamstats-media-5e0adbd5d77a1b | https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-Data-_1976-2010.xls | 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 | 1,540 | 462 | 462 | 5.5 |
zamstats-media-5e0adbd5d77a1b:sheet2:842 | ZMB | Zambia | Sheet2 | null | null | null | null | Wheat Total | 37,637.318444 | null | 237,335.691392 | 200,303.354801 | null | null | 1,976 | 2,023 | 1976-2023 | Zambia Statistics Agency | CFS Data _1976-2010 | CFS Data _1976-2010 | cfs-data-1976-2010-zamstats-media-5e0adbd5d77a1b | zamstats-media-5e0adbd5d77a1b | https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-Data-_1976-2010.xls | 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 | 37,631.497549 | 12,853.631013 | 12,739.05155 | 6.305861 |
zamstats-media-5e0adbd5d77a1b:sheet2:843 | ZMB | Zambia | Sheet2 | null | null | null | null | Source : Ministry of Agriculture and Cooperatives | null | null | null | null | null | null | 1,976 | 2,023 | 1976-2023 | Zambia Statistics Agency | CFS Data _1976-2010 | CFS Data _1976-2010 | cfs-data-1976-2010-zamstats-media-5e0adbd5d77a1b | zamstats-media-5e0adbd5d77a1b | https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-Data-_1976-2010.xls | 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 |
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