country stringclasses 15
values | country_code stringclasses 15
values | year int64 2.02k 2.03k | sector stringclasses 7
values | firm_size stringclasses 4
values | technology_level stringclasses 3
values | export_orientation stringclasses 3
values | labor_productivity_usd float64 424 70.5k | value_added_per_worker float64 275 45.8k | output_per_hour float64 0.21 35.3 | scenario stringclasses 3
values |
|---|---|---|---|---|---|---|---|---|---|---|
Kenya | KEN | 2,024 | agriculture | small | medium | none | 2,368.77 | 1,539.7 | 1.18 | high_burden |
Kenya | KEN | 2,025 | manufacturing | micro | medium | none | 5,019.24 | 3,262.5 | 2.51 | high_burden |
Kenya | KEN | 2,021 | agriculture | micro | low | none | 1,150.49 | 747.82 | 0.58 | high_burden |
Kenya | KEN | 2,018 | wholesale_retail | micro | high | none | 6,263.35 | 4,071.18 | 3.13 | high_burden |
Kenya | KEN | 2,023 | transport | large | high | none | 18,162.39 | 11,805.55 | 9.08 | high_burden |
Kenya | KEN | 2,018 | manufacturing | small | medium | export | 17,793.11 | 11,565.52 | 8.9 | high_burden |
Kenya | KEN | 2,022 | wholesale_retail | micro | low | none | 2,640.9 | 1,716.59 | 1.32 | high_burden |
Kenya | KEN | 2,018 | agriculture | micro | low | domestic | 935.39 | 608.01 | 0.47 | high_burden |
Kenya | KEN | 2,021 | agriculture | micro | low | domestic | 895.42 | 582.02 | 0.45 | high_burden |
Kenya | KEN | 2,018 | services | micro | medium | none | 4,782.68 | 3,108.74 | 2.39 | high_burden |
Kenya | KEN | 2,025 | transport | micro | low | domestic | 2,149.64 | 1,397.27 | 1.07 | high_burden |
Kenya | KEN | 2,025 | agriculture | micro | low | domestic | 1,524.74 | 991.08 | 0.76 | high_burden |
Kenya | KEN | 2,020 | wholesale_retail | micro | low | none | 1,622.48 | 1,054.61 | 0.81 | high_burden |
Kenya | KEN | 2,023 | construction | micro | low | none | 2,833.98 | 1,842.09 | 1.42 | high_burden |
Kenya | KEN | 2,025 | agriculture | small | low | none | 1,528.23 | 993.35 | 0.76 | high_burden |
Kenya | KEN | 2,019 | services | micro | medium | domestic | 5,935.61 | 3,858.15 | 2.97 | high_burden |
Kenya | KEN | 2,025 | transport | micro | medium | none | 4,997.2 | 3,248.18 | 2.5 | high_burden |
Kenya | KEN | 2,021 | agriculture | micro | low | none | 811.98 | 527.79 | 0.41 | high_burden |
Kenya | KEN | 2,020 | agriculture | micro | low | none | 721.43 | 468.93 | 0.36 | high_burden |
Kenya | KEN | 2,025 | agriculture | micro | low | none | 1,092.48 | 710.11 | 0.55 | high_burden |
Kenya | KEN | 2,018 | agriculture | micro | low | none | 686.65 | 446.32 | 0.34 | high_burden |
Kenya | KEN | 2,019 | agriculture | medium | low | none | 2,339.46 | 1,520.65 | 1.17 | high_burden |
Kenya | KEN | 2,025 | wholesale_retail | micro | high | none | 4,838.19 | 3,144.82 | 2.42 | high_burden |
Kenya | KEN | 2,025 | agriculture | micro | low | none | 1,287.36 | 836.78 | 0.64 | high_burden |
Kenya | KEN | 2,020 | services | micro | medium | export | 10,310.08 | 6,701.55 | 5.16 | high_burden |
Kenya | KEN | 2,019 | services | micro | medium | none | 4,889.52 | 3,178.19 | 2.44 | high_burden |
Kenya | KEN | 2,019 | construction | micro | low | domestic | 3,086.06 | 2,005.94 | 1.54 | high_burden |
Kenya | KEN | 2,023 | transport | large | low | none | 8,549.88 | 5,557.42 | 4.27 | high_burden |
Kenya | KEN | 2,022 | wholesale_retail | small | low | none | 2,243.63 | 1,458.36 | 1.12 | high_burden |
Kenya | KEN | 2,018 | wholesale_retail | micro | low | domestic | 2,604.62 | 1,693 | 1.3 | high_burden |
Kenya | KEN | 2,024 | manufacturing | micro | low | none | 1,829.74 | 1,189.33 | 0.91 | high_burden |
Kenya | KEN | 2,021 | agriculture | small | low | none | 1,991.31 | 1,294.35 | 1 | high_burden |
Kenya | KEN | 2,019 | services | large | high | none | 29,873.47 | 19,417.76 | 14.94 | high_burden |
Kenya | KEN | 2,020 | agriculture | medium | low | none | 2,749.13 | 1,786.94 | 1.37 | high_burden |
Kenya | KEN | 2,022 | agriculture | medium | medium | export | 3,303.64 | 2,147.37 | 1.65 | high_burden |
Kenya | KEN | 2,018 | wholesale_retail | micro | low | none | 1,576.11 | 1,024.47 | 0.79 | high_burden |
Kenya | KEN | 2,019 | agriculture | micro | medium | none | 2,047.77 | 1,331.05 | 1.02 | high_burden |
Kenya | KEN | 2,022 | wholesale_retail | small | medium | none | 7,300.76 | 4,745.49 | 3.65 | high_burden |
Kenya | KEN | 2,022 | wholesale_retail | micro | low | none | 3,229.67 | 2,099.29 | 1.61 | high_burden |
Kenya | KEN | 2,025 | agriculture | micro | low | none | 744.09 | 483.66 | 0.37 | high_burden |
Kenya | KEN | 2,022 | services | micro | medium | none | 3,928.33 | 2,553.41 | 1.96 | high_burden |
Kenya | KEN | 2,024 | wholesale_retail | micro | high | none | 4,949.34 | 3,217.07 | 2.47 | high_burden |
Kenya | KEN | 2,023 | agriculture | small | low | domestic | 1,706.46 | 1,109.2 | 0.85 | high_burden |
Kenya | KEN | 2,022 | agriculture | micro | medium | none | 1,397.02 | 908.07 | 0.7 | high_burden |
Kenya | KEN | 2,021 | wholesale_retail | micro | medium | domestic | 2,059.35 | 1,338.58 | 1.03 | high_burden |
Kenya | KEN | 2,024 | manufacturing | micro | medium | domestic | 2,970.62 | 1,930.9 | 1.49 | high_burden |
Kenya | KEN | 2,018 | mining | micro | low | domestic | 5,765.89 | 3,747.83 | 2.88 | high_burden |
Kenya | KEN | 2,022 | manufacturing | small | low | none | 3,698.25 | 2,403.86 | 1.85 | high_burden |
Kenya | KEN | 2,019 | transport | micro | low | none | 3,105.57 | 2,018.62 | 1.55 | high_burden |
Kenya | KEN | 2,025 | manufacturing | medium | medium | none | 8,397.48 | 5,458.36 | 4.2 | high_burden |
Kenya | KEN | 2,020 | services | micro | high | none | 8,054.39 | 5,235.36 | 4.03 | high_burden |
Kenya | KEN | 2,023 | services | micro | medium | none | 6,274.55 | 4,078.46 | 3.14 | high_burden |
Kenya | KEN | 2,024 | agriculture | micro | low | none | 1,070.99 | 696.14 | 0.54 | high_burden |
Kenya | KEN | 2,019 | manufacturing | micro | medium | none | 9,621.59 | 6,254.03 | 4.81 | high_burden |
Kenya | KEN | 2,018 | agriculture | large | medium | domestic | 3,224.43 | 2,095.88 | 1.61 | high_burden |
Kenya | KEN | 2,021 | services | micro | medium | none | 5,431.54 | 3,530.5 | 2.72 | high_burden |
Kenya | KEN | 2,019 | agriculture | small | medium | domestic | 3,832.41 | 2,491.06 | 1.92 | high_burden |
Kenya | KEN | 2,019 | agriculture | micro | low | export | 868.09 | 564.26 | 0.43 | high_burden |
Kenya | KEN | 2,021 | construction | micro | low | none | 2,448.14 | 1,591.29 | 1.22 | high_burden |
Kenya | KEN | 2,025 | services | micro | high | domestic | 9,752.01 | 6,338.8 | 4.88 | high_burden |
Kenya | KEN | 2,018 | manufacturing | micro | low | export | 5,498.17 | 3,573.81 | 2.75 | high_burden |
Kenya | KEN | 2,023 | agriculture | small | medium | none | 2,337.52 | 1,519.39 | 1.17 | high_burden |
Kenya | KEN | 2,019 | wholesale_retail | micro | low | none | 2,181.36 | 1,417.88 | 1.09 | high_burden |
Kenya | KEN | 2,019 | manufacturing | micro | low | none | 2,734.53 | 1,777.44 | 1.37 | high_burden |
Kenya | KEN | 2,020 | wholesale_retail | medium | low | domestic | 3,985.11 | 2,590.32 | 1.99 | high_burden |
Kenya | KEN | 2,019 | agriculture | small | medium | domestic | 2,999.58 | 1,949.73 | 1.5 | high_burden |
Kenya | KEN | 2,018 | manufacturing | micro | low | export | 4,092.21 | 2,659.94 | 2.05 | high_burden |
Kenya | KEN | 2,024 | services | micro | medium | none | 8,616.06 | 5,600.44 | 4.31 | high_burden |
Kenya | KEN | 2,020 | agriculture | micro | low | none | 947.78 | 616.06 | 0.47 | high_burden |
Kenya | KEN | 2,019 | manufacturing | micro | low | export | 6,582.93 | 4,278.91 | 3.29 | high_burden |
Kenya | KEN | 2,024 | services | micro | medium | none | 4,825.06 | 3,136.29 | 2.41 | high_burden |
Kenya | KEN | 2,025 | agriculture | micro | low | domestic | 1,910.48 | 1,241.81 | 0.96 | high_burden |
Kenya | KEN | 2,023 | transport | large | medium | none | 15,956.01 | 10,371.4 | 7.98 | high_burden |
Kenya | KEN | 2,023 | manufacturing | micro | medium | export | 7,314.83 | 4,754.64 | 3.66 | high_burden |
Kenya | KEN | 2,024 | agriculture | micro | low | domestic | 1,620.4 | 1,053.26 | 0.81 | high_burden |
Kenya | KEN | 2,021 | agriculture | micro | low | none | 851.34 | 553.37 | 0.43 | high_burden |
Kenya | KEN | 2,021 | wholesale_retail | micro | low | none | 2,005.49 | 1,303.57 | 1 | high_burden |
Kenya | KEN | 2,023 | services | small | high | domestic | 18,711.92 | 12,162.75 | 9.36 | high_burden |
Kenya | KEN | 2,022 | manufacturing | micro | low | none | 2,558.81 | 1,663.22 | 1.28 | high_burden |
Kenya | KEN | 2,025 | manufacturing | small | medium | domestic | 8,857.57 | 5,757.42 | 4.43 | high_burden |
Kenya | KEN | 2,024 | manufacturing | micro | low | none | 4,009.7 | 2,606.31 | 2 | high_burden |
Kenya | KEN | 2,023 | services | small | medium | none | 10,647.36 | 6,920.79 | 5.32 | high_burden |
Kenya | KEN | 2,025 | agriculture | micro | low | none | 2,429.83 | 1,579.39 | 1.21 | high_burden |
Kenya | KEN | 2,023 | wholesale_retail | micro | low | none | 2,197 | 1,428.05 | 1.1 | high_burden |
Kenya | KEN | 2,019 | manufacturing | micro | high | domestic | 6,772.64 | 4,402.22 | 3.39 | high_burden |
Kenya | KEN | 2,020 | mining | micro | medium | none | 12,817.98 | 8,331.69 | 6.41 | high_burden |
Kenya | KEN | 2,022 | construction | large | low | none | 8,829.54 | 5,739.2 | 4.41 | high_burden |
Kenya | KEN | 2,025 | agriculture | small | low | none | 2,152.42 | 1,399.07 | 1.08 | high_burden |
Kenya | KEN | 2,019 | agriculture | small | low | none | 1,207.44 | 784.84 | 0.6 | high_burden |
Kenya | KEN | 2,018 | agriculture | micro | medium | export | 2,064.52 | 1,341.94 | 1.03 | high_burden |
Kenya | KEN | 2,025 | wholesale_retail | micro | medium | none | 2,093.16 | 1,360.55 | 1.05 | high_burden |
Kenya | KEN | 2,025 | wholesale_retail | micro | low | none | 1,682.43 | 1,093.58 | 0.84 | high_burden |
Kenya | KEN | 2,021 | agriculture | micro | low | domestic | 1,259.05 | 818.38 | 0.63 | high_burden |
Kenya | KEN | 2,018 | construction | micro | low | none | 1,642.6 | 1,067.69 | 0.82 | high_burden |
Kenya | KEN | 2,023 | wholesale_retail | micro | high | domestic | 2,576.43 | 1,674.68 | 1.29 | high_burden |
Kenya | KEN | 2,022 | construction | micro | high | none | 4,626.4 | 3,007.16 | 2.31 | high_burden |
Kenya | KEN | 2,024 | transport | micro | low | none | 4,963.68 | 3,226.39 | 2.48 | high_burden |
Kenya | KEN | 2,025 | agriculture | medium | high | none | 6,509.38 | 4,231.1 | 3.25 | high_burden |
Kenya | KEN | 2,021 | agriculture | small | low | none | 1,963.99 | 1,276.6 | 0.98 | high_burden |
Kenya | KEN | 2,020 | agriculture | micro | medium | domestic | 1,140.58 | 741.37 | 0.57 | high_burden |
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