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 | 2,019 | manufacturing | small | medium | none | 10,647.94 | 6,921.16 | 5.32 | high_burden |
Kenya | KEN | 2,024 | agriculture | micro | low | none | 838.05 | 544.73 | 0.42 | high_burden |
Kenya | KEN | 2,020 | services | micro | medium | none | 5,084.53 | 3,304.94 | 2.54 | high_burden |
Kenya | KEN | 2,022 | agriculture | micro | low | domestic | 1,003.27 | 652.12 | 0.5 | high_burden |
Kenya | KEN | 2,019 | transport | micro | low | none | 2,246.99 | 1,460.54 | 1.12 | high_burden |
Kenya | KEN | 2,022 | manufacturing | micro | medium | domestic | 9,490.65 | 6,168.92 | 4.75 | high_burden |
Kenya | KEN | 2,022 | wholesale_retail | micro | low | none | 1,240.4 | 806.26 | 0.62 | high_burden |
Kenya | KEN | 2,023 | mining | micro | medium | none | 10,392.17 | 6,754.91 | 5.2 | high_burden |
Kenya | KEN | 2,020 | services | micro | high | none | 8,386.54 | 5,451.25 | 4.19 | high_burden |
Kenya | KEN | 2,021 | construction | micro | medium | none | 4,309.69 | 2,801.3 | 2.15 | high_burden |
Kenya | KEN | 2,018 | services | medium | medium | none | 9,671.26 | 6,286.32 | 4.84 | high_burden |
Kenya | KEN | 2,020 | wholesale_retail | medium | low | none | 4,319.19 | 2,807.47 | 2.16 | high_burden |
Kenya | KEN | 2,021 | services | micro | medium | domestic | 8,741.02 | 5,681.66 | 4.37 | high_burden |
Kenya | KEN | 2,023 | agriculture | small | low | none | 2,387.27 | 1,551.72 | 1.19 | high_burden |
Kenya | KEN | 2,021 | services | medium | high | none | 19,088.95 | 12,407.82 | 9.54 | high_burden |
Kenya | KEN | 2,022 | wholesale_retail | micro | medium | none | 2,285 | 1,485.25 | 1.14 | high_burden |
Kenya | KEN | 2,022 | mining | micro | medium | domestic | 14,148.41 | 9,196.47 | 7.07 | high_burden |
Kenya | KEN | 2,018 | services | medium | low | none | 10,603.21 | 6,892.09 | 5.3 | high_burden |
Kenya | KEN | 2,020 | wholesale_retail | micro | medium | domestic | 3,747.15 | 2,435.65 | 1.87 | high_burden |
Kenya | KEN | 2,019 | wholesale_retail | micro | high | none | 5,260.86 | 3,419.56 | 2.63 | high_burden |
Kenya | KEN | 2,019 | manufacturing | micro | low | domestic | 4,500.51 | 2,925.33 | 2.25 | high_burden |
Kenya | KEN | 2,022 | agriculture | micro | low | domestic | 1,178.05 | 765.73 | 0.59 | high_burden |
Kenya | KEN | 2,018 | transport | micro | high | none | 5,120.57 | 3,328.37 | 2.56 | high_burden |
Kenya | KEN | 2,023 | agriculture | micro | high | domestic | 1,856.24 | 1,206.56 | 0.93 | high_burden |
Kenya | KEN | 2,019 | agriculture | small | low | domestic | 2,090.9 | 1,359.08 | 1.05 | high_burden |
Kenya | KEN | 2,025 | mining | small | medium | none | 13,673.02 | 8,887.46 | 6.84 | high_burden |
Kenya | KEN | 2,021 | services | micro | medium | none | 7,054.52 | 4,585.44 | 3.53 | high_burden |
Kenya | KEN | 2,020 | wholesale_retail | micro | medium | domestic | 3,296.92 | 2,143 | 1.65 | high_burden |
Kenya | KEN | 2,020 | construction | small | medium | none | 6,704.4 | 4,357.86 | 3.35 | high_burden |
Kenya | KEN | 2,022 | transport | small | medium | none | 6,928.14 | 4,503.29 | 3.46 | high_burden |
Kenya | KEN | 2,025 | wholesale_retail | micro | medium | none | 2,535.61 | 1,648.15 | 1.27 | high_burden |
Kenya | KEN | 2,024 | manufacturing | medium | medium | domestic | 12,530.01 | 8,144.51 | 6.27 | high_burden |
Kenya | KEN | 2,022 | transport | micro | medium | domestic | 5,549.1 | 3,606.92 | 2.77 | high_burden |
Kenya | KEN | 2,023 | agriculture | large | medium | export | 9,769.74 | 6,350.33 | 4.88 | high_burden |
Kenya | KEN | 2,021 | transport | micro | low | none | 3,251.89 | 2,113.73 | 1.63 | high_burden |
Kenya | KEN | 2,025 | wholesale_retail | medium | low | none | 4,224.05 | 2,745.63 | 2.11 | high_burden |
Kenya | KEN | 2,025 | agriculture | micro | medium | none | 1,236.75 | 803.89 | 0.62 | high_burden |
Kenya | KEN | 2,021 | agriculture | micro | low | domestic | 1,592.3 | 1,034.99 | 0.8 | high_burden |
Kenya | KEN | 2,022 | wholesale_retail | micro | low | domestic | 2,765.65 | 1,797.67 | 1.38 | high_burden |
Kenya | KEN | 2,019 | services | micro | low | none | 5,119.69 | 3,327.8 | 2.56 | high_burden |
Kenya | KEN | 2,025 | agriculture | medium | medium | domestic | 2,390.28 | 1,553.68 | 1.2 | high_burden |
Kenya | KEN | 2,025 | wholesale_retail | micro | medium | none | 2,986.19 | 1,941.02 | 1.49 | high_burden |
Kenya | KEN | 2,022 | wholesale_retail | small | low | domestic | 4,774.27 | 3,103.28 | 2.39 | high_burden |
Kenya | KEN | 2,022 | services | small | high | none | 17,736.11 | 11,528.47 | 8.87 | high_burden |
Kenya | KEN | 2,019 | transport | micro | low | none | 2,899.63 | 1,884.76 | 1.45 | high_burden |
Kenya | KEN | 2,020 | manufacturing | small | low | domestic | 9,719.74 | 6,317.83 | 4.86 | high_burden |
Kenya | KEN | 2,018 | services | micro | medium | domestic | 4,848.72 | 3,151.67 | 2.42 | high_burden |
Kenya | KEN | 2,024 | manufacturing | micro | medium | none | 5,632.01 | 3,660.8 | 2.82 | high_burden |
Kenya | KEN | 2,018 | services | micro | low | export | 7,230.79 | 4,700.01 | 3.62 | high_burden |
Kenya | KEN | 2,020 | construction | micro | low | none | 2,969.53 | 1,930.19 | 1.48 | high_burden |
Kenya | KEN | 2,021 | agriculture | micro | low | none | 1,745 | 1,134.25 | 0.87 | high_burden |
Kenya | KEN | 2,025 | wholesale_retail | micro | low | domestic | 3,504.22 | 2,277.74 | 1.75 | high_burden |
Kenya | KEN | 2,022 | manufacturing | micro | low | export | 6,986.22 | 4,541.04 | 3.49 | high_burden |
Kenya | KEN | 2,023 | agriculture | micro | medium | domestic | 1,900.46 | 1,235.3 | 0.95 | high_burden |
Kenya | KEN | 2,024 | wholesale_retail | micro | low | none | 2,554.3 | 1,660.3 | 1.28 | high_burden |
Kenya | KEN | 2,025 | wholesale_retail | micro | low | none | 2,542.72 | 1,652.77 | 1.27 | high_burden |
Kenya | KEN | 2,018 | services | micro | low | none | 5,259.41 | 3,418.62 | 2.63 | high_burden |
Kenya | KEN | 2,019 | agriculture | micro | medium | none | 1,381.28 | 897.83 | 0.69 | high_burden |
Kenya | KEN | 2,020 | services | micro | low | none | 5,702.57 | 3,706.67 | 2.85 | high_burden |
Kenya | KEN | 2,019 | mining | micro | low | none | 7,075.69 | 4,599.2 | 3.54 | high_burden |
Kenya | KEN | 2,022 | agriculture | medium | medium | domestic | 2,544 | 1,653.6 | 1.27 | high_burden |
Kenya | KEN | 2,018 | manufacturing | micro | low | none | 3,934.25 | 2,557.26 | 1.97 | high_burden |
Kenya | KEN | 2,025 | wholesale_retail | micro | low | domestic | 2,161.35 | 1,404.88 | 1.08 | high_burden |
Kenya | KEN | 2,020 | manufacturing | micro | low | none | 7,574.91 | 4,923.69 | 3.79 | high_burden |
Kenya | KEN | 2,018 | construction | micro | low | none | 5,036.44 | 3,273.68 | 2.52 | high_burden |
Kenya | KEN | 2,019 | services | micro | low | none | 2,694.8 | 1,751.62 | 1.35 | high_burden |
Kenya | KEN | 2,022 | wholesale_retail | small | low | none | 2,611.92 | 1,697.75 | 1.31 | high_burden |
Kenya | KEN | 2,018 | agriculture | micro | medium | none | 1,882.31 | 1,223.5 | 0.94 | high_burden |
Kenya | KEN | 2,025 | agriculture | micro | low | domestic | 1,062.41 | 690.57 | 0.53 | high_burden |
Kenya | KEN | 2,023 | transport | medium | medium | export | 13,942.36 | 9,062.54 | 6.97 | high_burden |
Kenya | KEN | 2,025 | services | small | high | domestic | 13,768.87 | 8,949.76 | 6.88 | high_burden |
Kenya | KEN | 2,024 | wholesale_retail | micro | medium | none | 3,712.44 | 2,413.09 | 1.86 | high_burden |
Kenya | KEN | 2,024 | services | micro | medium | domestic | 5,706.68 | 3,709.34 | 2.85 | high_burden |
Kenya | KEN | 2,024 | services | micro | medium | none | 8,877.87 | 5,770.61 | 4.44 | high_burden |
Kenya | KEN | 2,019 | transport | small | medium | none | 8,454.35 | 5,495.33 | 4.23 | high_burden |
Kenya | KEN | 2,020 | services | micro | low | none | 4,423.59 | 2,875.33 | 2.21 | high_burden |
Kenya | KEN | 2,024 | mining | micro | low | none | 4,461.93 | 2,900.25 | 2.23 | high_burden |
Kenya | KEN | 2,025 | transport | micro | low | none | 3,653.01 | 2,374.46 | 1.83 | high_burden |
Kenya | KEN | 2,018 | agriculture | large | low | none | 2,388.68 | 1,552.64 | 1.19 | high_burden |
Kenya | KEN | 2,025 | agriculture | small | low | none | 2,150.24 | 1,397.66 | 1.08 | high_burden |
Kenya | KEN | 2,020 | services | large | medium | domestic | 23,634.71 | 15,362.56 | 11.82 | high_burden |
Kenya | KEN | 2,023 | wholesale_retail | small | low | domestic | 2,043.8 | 1,328.47 | 1.02 | high_burden |
Kenya | KEN | 2,023 | services | medium | low | none | 7,138.86 | 4,640.26 | 3.57 | high_burden |
Kenya | KEN | 2,018 | services | micro | low | none | 3,494.89 | 2,271.68 | 1.75 | high_burden |
Kenya | KEN | 2,023 | agriculture | micro | low | domestic | 1,179.79 | 766.86 | 0.59 | high_burden |
Kenya | KEN | 2,020 | transport | micro | low | none | 2,495.9 | 1,622.34 | 1.25 | high_burden |
Kenya | KEN | 2,018 | agriculture | micro | low | domestic | 1,300.4 | 845.26 | 0.65 | high_burden |
Kenya | KEN | 2,020 | services | small | medium | none | 14,883.67 | 9,674.38 | 7.44 | high_burden |
Kenya | KEN | 2,019 | construction | micro | low | none | 3,009.47 | 1,956.15 | 1.5 | high_burden |
Kenya | KEN | 2,018 | services | small | medium | none | 8,480.42 | 5,512.28 | 4.24 | high_burden |
Kenya | KEN | 2,022 | wholesale_retail | micro | low | domestic | 1,314.02 | 854.11 | 0.66 | high_burden |
Kenya | KEN | 2,023 | construction | micro | low | none | 3,194.27 | 2,076.27 | 1.6 | high_burden |
Kenya | KEN | 2,018 | wholesale_retail | micro | medium | none | 3,120.86 | 2,028.56 | 1.56 | high_burden |
Kenya | KEN | 2,021 | wholesale_retail | small | low | export | 4,305.67 | 2,798.68 | 2.15 | high_burden |
Kenya | KEN | 2,020 | transport | micro | low | none | 3,455.96 | 2,246.38 | 1.73 | high_burden |
Kenya | KEN | 2,023 | manufacturing | micro | medium | none | 5,465.98 | 3,552.89 | 2.73 | high_burden |
Kenya | KEN | 2,019 | transport | micro | medium | none | 4,956.48 | 3,221.71 | 2.48 | high_burden |
Kenya | KEN | 2,021 | manufacturing | medium | low | domestic | 9,176.96 | 5,965.03 | 4.59 | high_burden |
Kenya | KEN | 2,019 | construction | micro | low | none | 4,215.72 | 2,740.22 | 2.11 | high_burden |
Kenya | KEN | 2,022 | services | micro | low | export | 5,603.89 | 3,642.53 | 2.8 | high_burden |
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