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AFG | Afghanistan | BA:15715 | LFS - Labour Force Survey | EMP_STEM_SEX_ECO_NB | Employment in STEM occupations by sex and economic activity (thousands) | SEX_T | Total | ECO_AGGREGATE_TOTAL | Economic activity (Aggregate): Total | 2,021 | 96.457 | null | null | null | null | null | null | R1:3513_S3:8 | Repository: ILO-STATISTICS - Micro data processing | Data reference period: First quarter |
AFG | Afghanistan | BA:15715 | LFS - Labour Force Survey | EMP_STEM_SEX_ECO_NB | Employment in STEM occupations by sex and economic activity (thousands) | SEX_T | Total | ECO_AGGREGATE_CON | Economic activity (Aggregate): Construction | 2,021 | 21.517 | null | null | null | null | null | null | R1:3513_S3:8 | Repository: ILO-STATISTICS - Micro data processing | Data reference period: First quarter |
AFG | Afghanistan | BA:15715 | LFS - Labour Force Survey | EMP_STEM_SEX_ECO_NB | Employment in STEM occupations by sex and economic activity (thousands) | SEX_T | Total | ECO_AGGREGATE_MKT | Economic activity (Aggregate): Trade, Transportation, Accommodation and Food, and Business and Administrative Services | 2,021 | 12.693 | U | Unreliable | null | null | null | null | R1:3513_S3:8 | Repository: ILO-STATISTICS - Micro data processing | Data reference period: First quarter |
AFG | Afghanistan | BA:15715 | LFS - Labour Force Survey | EMP_STEM_SEX_ECO_NB | Employment in STEM occupations by sex and economic activity (thousands) | SEX_T | Total | ECO_AGGREGATE_PUB | Economic activity (Aggregate): Public Administration, Community, Social and other Services and Activities | 2,021 | 62.247 | null | null | null | null | null | null | R1:3513_S3:8 | Repository: ILO-STATISTICS - Micro data processing | Data reference period: First quarter |
AFG | Afghanistan | BA:15715 | LFS - Labour Force Survey | EMP_STEM_SEX_ECO_NB | Employment in STEM occupations by sex and economic activity (thousands) | SEX_M | Male | ECO_AGGREGATE_TOTAL | Economic activity (Aggregate): Total | 2,021 | 81.373 | null | null | null | null | null | null | R1:3513_S3:8 | Repository: ILO-STATISTICS - Micro data processing | Data reference period: First quarter |
AFG | Afghanistan | BA:15715 | LFS - Labour Force Survey | EMP_STEM_SEX_ECO_NB | Employment in STEM occupations by sex and economic activity (thousands) | SEX_M | Male | ECO_AGGREGATE_CON | Economic activity (Aggregate): Construction | 2,021 | 21.517 | null | null | null | null | null | null | R1:3513_S3:8 | Repository: ILO-STATISTICS - Micro data processing | Data reference period: First quarter |
AFG | Afghanistan | BA:15715 | LFS - Labour Force Survey | EMP_STEM_SEX_ECO_NB | Employment in STEM occupations by sex and economic activity (thousands) | SEX_M | Male | ECO_AGGREGATE_MKT | Economic activity (Aggregate): Trade, Transportation, Accommodation and Food, and Business and Administrative Services | 2,021 | 12.693 | U | Unreliable | null | null | null | null | R1:3513_S3:8 | Repository: ILO-STATISTICS - Micro data processing | Data reference period: First quarter |
AFG | Afghanistan | BA:15715 | LFS - Labour Force Survey | EMP_STEM_SEX_ECO_NB | Employment in STEM occupations by sex and economic activity (thousands) | SEX_M | Male | ECO_AGGREGATE_PUB | Economic activity (Aggregate): Public Administration, Community, Social and other Services and Activities | 2,021 | 47.163 | null | null | null | null | null | null | R1:3513_S3:8 | Repository: ILO-STATISTICS - Micro data processing | Data reference period: First quarter |
AFG | Afghanistan | BA:15715 | LFS - Labour Force Survey | EMP_STEM_SEX_ECO_NB | Employment in STEM occupations by sex and economic activity (thousands) | SEX_F | Female | ECO_AGGREGATE_TOTAL | Economic activity (Aggregate): Total | 2,021 | 15.084 | U | Unreliable | null | null | null | null | R1:3513_S3:8 | Repository: ILO-STATISTICS - Micro data processing | Data reference period: First quarter |
AFG | Afghanistan | BA:15715 | LFS - Labour Force Survey | EMP_STEM_SEX_ECO_NB | Employment in STEM occupations by sex and economic activity (thousands) | SEX_F | Female | ECO_AGGREGATE_CON | Economic activity (Aggregate): Construction | 2,021 | 0 | null | null | null | null | null | null | R1:3513_S3:8 | Repository: ILO-STATISTICS - Micro data processing | Data reference period: First quarter |
AFG | Afghanistan | BA:15715 | LFS - Labour Force Survey | EMP_STEM_SEX_ECO_NB | Employment in STEM occupations by sex and economic activity (thousands) | SEX_F | Female | ECO_AGGREGATE_PUB | Economic activity (Aggregate): Public Administration, Community, Social and other Services and Activities | 2,021 | 15.084 | U | Unreliable | null | null | null | null | R1:3513_S3:8 | Repository: ILO-STATISTICS - Micro data processing | Data reference period: First quarter |
AFG | Afghanistan | BA:15715 | LFS - Labour Force Survey | EMP_STEM_SEX_ECO_NB | Employment in STEM occupations by sex and economic activity (thousands) | SEX_T | Total | ECO_ISIC4_TOTAL | Economic activity (ISIC-Rev.4): Total | 2,021 | 96.457 | null | null | null | null | null | null | R1:3513_S3:8 | Repository: ILO-STATISTICS - Micro data processing | Data reference period: First quarter |
AFG | Afghanistan | BA:15715 | LFS - Labour Force Survey | EMP_STEM_SEX_ECO_NB | Employment in STEM occupations by sex and economic activity (thousands) | SEX_T | Total | ECO_ISIC4_F | Economic activity (ISIC-Rev.4): F. Construction | 2,021 | 21.517 | null | null | null | null | null | null | R1:3513_S3:8 | Repository: ILO-STATISTICS - Micro data processing | Data reference period: First quarter |
AFG | Afghanistan | BA:15715 | LFS - Labour Force Survey | EMP_STEM_SEX_ECO_NB | Employment in STEM occupations by sex and economic activity (thousands) | SEX_T | Total | ECO_ISIC4_G | Economic activity (ISIC-Rev.4): G. Wholesale and retail trade; repair of motor vehicles and motorcycles | 2,021 | 12.693 | U | Unreliable | null | null | null | null | R1:3513_S3:8 | Repository: ILO-STATISTICS - Micro data processing | Data reference period: First quarter |
AFG | Afghanistan | BA:15715 | LFS - Labour Force Survey | EMP_STEM_SEX_ECO_NB | Employment in STEM occupations by sex and economic activity (thousands) | SEX_T | Total | ECO_ISIC4_O | Economic activity (ISIC-Rev.4): O. Public administration and defence; compulsory social security | 2,021 | 8.429 | U | Unreliable | null | null | null | null | R1:3513_S3:8 | Repository: ILO-STATISTICS - Micro data processing | Data reference period: First quarter |
AFG | Afghanistan | BA:15715 | LFS - Labour Force Survey | EMP_STEM_SEX_ECO_NB | Employment in STEM occupations by sex and economic activity (thousands) | SEX_T | Total | ECO_ISIC4_Q | Economic activity (ISIC-Rev.4): Q. Human health and social work activities | 2,021 | 53.818 | null | null | null | null | null | null | R1:3513_S3:8 | Repository: ILO-STATISTICS - Micro data processing | Data reference period: First quarter |
AFG | Afghanistan | BA:15715 | LFS - Labour Force Survey | EMP_STEM_SEX_ECO_NB | Employment in STEM occupations by sex and economic activity (thousands) | SEX_M | Male | ECO_ISIC4_TOTAL | Economic activity (ISIC-Rev.4): Total | 2,021 | 81.373 | null | null | null | null | null | null | R1:3513_S3:8 | Repository: ILO-STATISTICS - Micro data processing | Data reference period: First quarter |
AFG | Afghanistan | BA:15715 | LFS - Labour Force Survey | EMP_STEM_SEX_ECO_NB | Employment in STEM occupations by sex and economic activity (thousands) | SEX_M | Male | ECO_ISIC4_F | Economic activity (ISIC-Rev.4): F. Construction | 2,021 | 21.517 | null | null | null | null | null | null | R1:3513_S3:8 | Repository: ILO-STATISTICS - Micro data processing | Data reference period: First quarter |
AFG | Afghanistan | BA:15715 | LFS - Labour Force Survey | EMP_STEM_SEX_ECO_NB | Employment in STEM occupations by sex and economic activity (thousands) | SEX_M | Male | ECO_ISIC4_G | Economic activity (ISIC-Rev.4): G. Wholesale and retail trade; repair of motor vehicles and motorcycles | 2,021 | 12.693 | U | Unreliable | null | null | null | null | R1:3513_S3:8 | Repository: ILO-STATISTICS - Micro data processing | Data reference period: First quarter |
AFG | Afghanistan | BA:15715 | LFS - Labour Force Survey | EMP_STEM_SEX_ECO_NB | Employment in STEM occupations by sex and economic activity (thousands) | SEX_M | Male | ECO_ISIC4_O | Economic activity (ISIC-Rev.4): O. Public administration and defence; compulsory social security | 2,021 | 7.872 | U | Unreliable | null | null | null | null | R1:3513_S3:8 | Repository: ILO-STATISTICS - Micro data processing | Data reference period: First quarter |
AFG | Afghanistan | BA:15715 | LFS - Labour Force Survey | EMP_STEM_SEX_ECO_NB | Employment in STEM occupations by sex and economic activity (thousands) | SEX_M | Male | ECO_ISIC4_Q | Economic activity (ISIC-Rev.4): Q. Human health and social work activities | 2,021 | 39.291 | null | null | null | null | null | null | R1:3513_S3:8 | Repository: ILO-STATISTICS - Micro data processing | Data reference period: First quarter |
AFG | Afghanistan | BA:15715 | LFS - Labour Force Survey | EMP_STEM_SEX_ECO_NB | Employment in STEM occupations by sex and economic activity (thousands) | SEX_F | Female | ECO_ISIC4_TOTAL | Economic activity (ISIC-Rev.4): Total | 2,021 | 15.084 | U | Unreliable | null | null | null | null | R1:3513_S3:8 | Repository: ILO-STATISTICS - Micro data processing | Data reference period: First quarter |
AFG | Afghanistan | BA:15715 | LFS - Labour Force Survey | EMP_STEM_SEX_ECO_NB | Employment in STEM occupations by sex and economic activity (thousands) | SEX_F | Female | ECO_ISIC4_F | Economic activity (ISIC-Rev.4): F. Construction | 2,021 | 0 | null | null | null | null | null | null | R1:3513_S3:8 | Repository: ILO-STATISTICS - Micro data processing | Data reference period: First quarter |
AFG | Afghanistan | BA:15715 | LFS - Labour Force Survey | EMP_STEM_SEX_ECO_NB | Employment in STEM occupations by sex and economic activity (thousands) | SEX_F | Female | ECO_ISIC4_Q | Economic activity (ISIC-Rev.4): Q. Human health and social work activities | 2,021 | 14.527 | U | Unreliable | null | null | null | null | R1:3513_S3:8 | Repository: ILO-STATISTICS - Micro data processing | Data reference period: First quarter |
AFG | Afghanistan | BB:6361 | HIES - Households Living Conditions Survey | EMP_STEM_SEX_ECO_NB | Employment in STEM occupations by sex and economic activity (thousands) | SEX_T | Total | ECO_AGGREGATE_TOTAL | Economic activity (Aggregate): Total | 2,017 | 69.588 | null | null | null | null | null | null | R1:3513 | Repository: ILO-STATISTICS - Micro data processing |
AFG | Afghanistan | BB:6361 | HIES - Households Living Conditions Survey | EMP_STEM_SEX_ECO_NB | Employment in STEM occupations by sex and economic activity (thousands) | SEX_T | Total | ECO_AGGREGATE_CON | Economic activity (Aggregate): Construction | 2,017 | 5.827 | null | null | null | null | null | null | R1:3513 | Repository: ILO-STATISTICS - Micro data processing |
AFG | Afghanistan | BB:6361 | HIES - Households Living Conditions Survey | EMP_STEM_SEX_ECO_NB | Employment in STEM occupations by sex and economic activity (thousands) | SEX_T | Total | ECO_AGGREGATE_MKT | Economic activity (Aggregate): Trade, Transportation, Accommodation and Food, and Business and Administrative Services | 2,017 | 3.115 | U | Unreliable | null | null | null | null | R1:3513 | Repository: ILO-STATISTICS - Micro data processing |
AFG | Afghanistan | BB:6361 | HIES - Households Living Conditions Survey | EMP_STEM_SEX_ECO_NB | Employment in STEM occupations by sex and economic activity (thousands) | SEX_T | Total | ECO_AGGREGATE_PUB | Economic activity (Aggregate): Public Administration, Community, Social and other Services and Activities | 2,017 | 58.223 | null | null | null | null | null | null | R1:3513 | Repository: ILO-STATISTICS - Micro data processing |
AFG | Afghanistan | BB:6361 | HIES - Households Living Conditions Survey | EMP_STEM_SEX_ECO_NB | Employment in STEM occupations by sex and economic activity (thousands) | SEX_M | Male | ECO_AGGREGATE_TOTAL | Economic activity (Aggregate): Total | 2,017 | 61.248 | null | null | null | null | null | null | R1:3513 | Repository: ILO-STATISTICS - Micro data processing |
AFG | Afghanistan | BB:6361 | HIES - Households Living Conditions Survey | EMP_STEM_SEX_ECO_NB | Employment in STEM occupations by sex and economic activity (thousands) | SEX_M | Male | ECO_AGGREGATE_CON | Economic activity (Aggregate): Construction | 2,017 | 5.827 | null | null | null | null | null | null | R1:3513 | Repository: ILO-STATISTICS - Micro data processing |
AFG | Afghanistan | BB:6361 | HIES - Households Living Conditions Survey | EMP_STEM_SEX_ECO_NB | Employment in STEM occupations by sex and economic activity (thousands) | SEX_M | Male | ECO_AGGREGATE_MKT | Economic activity (Aggregate): Trade, Transportation, Accommodation and Food, and Business and Administrative Services | 2,017 | 3.115 | U | Unreliable | null | null | null | null | R1:3513 | Repository: ILO-STATISTICS - Micro data processing |
AFG | Afghanistan | BB:6361 | HIES - Households Living Conditions Survey | EMP_STEM_SEX_ECO_NB | Employment in STEM occupations by sex and economic activity (thousands) | SEX_M | Male | ECO_AGGREGATE_PUB | Economic activity (Aggregate): Public Administration, Community, Social and other Services and Activities | 2,017 | 49.944 | null | null | null | null | null | null | R1:3513 | Repository: ILO-STATISTICS - Micro data processing |
AFG | Afghanistan | BB:6361 | HIES - Households Living Conditions Survey | EMP_STEM_SEX_ECO_NB | Employment in STEM occupations by sex and economic activity (thousands) | SEX_F | Female | ECO_AGGREGATE_TOTAL | Economic activity (Aggregate): Total | 2,017 | 8.34 | null | null | null | null | null | null | R1:3513 | Repository: ILO-STATISTICS - Micro data processing |
AFG | Afghanistan | BB:6361 | HIES - Households Living Conditions Survey | EMP_STEM_SEX_ECO_NB | Employment in STEM occupations by sex and economic activity (thousands) | SEX_F | Female | ECO_AGGREGATE_CON | Economic activity (Aggregate): Construction | 2,017 | 0 | null | null | null | null | null | null | R1:3513 | Repository: ILO-STATISTICS - Micro data processing |
AFG | Afghanistan | BB:6361 | HIES - Households Living Conditions Survey | EMP_STEM_SEX_ECO_NB | Employment in STEM occupations by sex and economic activity (thousands) | SEX_F | Female | ECO_AGGREGATE_PUB | Economic activity (Aggregate): Public Administration, Community, Social and other Services and Activities | 2,017 | 8.279 | null | null | null | null | null | null | R1:3513 | Repository: ILO-STATISTICS - Micro data processing |
AFG | Afghanistan | BB:6361 | HIES - Households Living Conditions Survey | EMP_STEM_SEX_ECO_NB | Employment in STEM occupations by sex and economic activity (thousands) | SEX_T | Total | ECO_ISIC4_TOTAL | Economic activity (ISIC-Rev.4): Total | 2,017 | 69.588 | null | null | null | null | null | null | R1:3513 | Repository: ILO-STATISTICS - Micro data processing |
AFG | Afghanistan | BB:6361 | HIES - Households Living Conditions Survey | EMP_STEM_SEX_ECO_NB | Employment in STEM occupations by sex and economic activity (thousands) | SEX_T | Total | ECO_ISIC4_F | Economic activity (ISIC-Rev.4): F. Construction | 2,017 | 5.827 | null | null | null | null | null | null | R1:3513 | Repository: ILO-STATISTICS - Micro data processing |
AFG | Afghanistan | BB:6361 | HIES - Households Living Conditions Survey | EMP_STEM_SEX_ECO_NB | Employment in STEM occupations by sex and economic activity (thousands) | SEX_T | Total | ECO_ISIC4_J | Economic activity (ISIC-Rev.4): J. Information and communication | 2,017 | 3.115 | U | Unreliable | null | null | null | null | R1:3513 | Repository: ILO-STATISTICS - Micro data processing |
AFG | Afghanistan | BB:6361 | HIES - Households Living Conditions Survey | EMP_STEM_SEX_ECO_NB | Employment in STEM occupations by sex and economic activity (thousands) | SEX_T | Total | ECO_ISIC4_O | Economic activity (ISIC-Rev.4): O. Public administration and defence; compulsory social security | 2,017 | 1.778 | U | Unreliable | null | null | null | null | R1:3513 | Repository: ILO-STATISTICS - Micro data processing |
AFG | Afghanistan | BB:6361 | HIES - Households Living Conditions Survey | EMP_STEM_SEX_ECO_NB | Employment in STEM occupations by sex and economic activity (thousands) | SEX_T | Total | ECO_ISIC4_Q | Economic activity (ISIC-Rev.4): Q. Human health and social work activities | 2,017 | 51.204 | null | null | null | null | null | null | R1:3513 | Repository: ILO-STATISTICS - Micro data processing |
AFG | Afghanistan | BB:6361 | HIES - Households Living Conditions Survey | EMP_STEM_SEX_ECO_NB | Employment in STEM occupations by sex and economic activity (thousands) | SEX_T | Total | ECO_ISIC4_U | Economic activity (ISIC-Rev.4): U. Activities of extraterritorial organizations and bodies | 2,017 | 4.836 | null | null | null | null | null | null | R1:3513 | Repository: ILO-STATISTICS - Micro data processing |
AFG | Afghanistan | BB:6361 | HIES - Households Living Conditions Survey | EMP_STEM_SEX_ECO_NB | Employment in STEM occupations by sex and economic activity (thousands) | SEX_M | Male | ECO_ISIC4_TOTAL | Economic activity (ISIC-Rev.4): Total | 2,017 | 61.248 | null | null | null | null | null | null | R1:3513 | Repository: ILO-STATISTICS - Micro data processing |
AFG | Afghanistan | BB:6361 | HIES - Households Living Conditions Survey | EMP_STEM_SEX_ECO_NB | Employment in STEM occupations by sex and economic activity (thousands) | SEX_M | Male | ECO_ISIC4_F | Economic activity (ISIC-Rev.4): F. Construction | 2,017 | 5.827 | null | null | null | null | null | null | R1:3513 | Repository: ILO-STATISTICS - Micro data processing |
AFG | Afghanistan | BB:6361 | HIES - Households Living Conditions Survey | EMP_STEM_SEX_ECO_NB | Employment in STEM occupations by sex and economic activity (thousands) | SEX_M | Male | ECO_ISIC4_J | Economic activity (ISIC-Rev.4): J. Information and communication | 2,017 | 3.115 | U | Unreliable | null | null | null | null | R1:3513 | Repository: ILO-STATISTICS - Micro data processing |
AFG | Afghanistan | BB:6361 | HIES - Households Living Conditions Survey | EMP_STEM_SEX_ECO_NB | Employment in STEM occupations by sex and economic activity (thousands) | SEX_M | Male | ECO_ISIC4_O | Economic activity (ISIC-Rev.4): O. Public administration and defence; compulsory social security | 2,017 | 1.778 | U | Unreliable | null | null | null | null | R1:3513 | Repository: ILO-STATISTICS - Micro data processing |
AFG | Afghanistan | BB:6361 | HIES - Households Living Conditions Survey | EMP_STEM_SEX_ECO_NB | Employment in STEM occupations by sex and economic activity (thousands) | SEX_M | Male | ECO_ISIC4_Q | Economic activity (ISIC-Rev.4): Q. Human health and social work activities | 2,017 | 43.454 | null | null | null | null | null | null | R1:3513 | Repository: ILO-STATISTICS - Micro data processing |
AFG | Afghanistan | BB:6361 | HIES - Households Living Conditions Survey | EMP_STEM_SEX_ECO_NB | Employment in STEM occupations by sex and economic activity (thousands) | SEX_M | Male | ECO_ISIC4_U | Economic activity (ISIC-Rev.4): U. Activities of extraterritorial organizations and bodies | 2,017 | 4.373 | U | Unreliable | null | null | null | null | R1:3513 | Repository: ILO-STATISTICS - Micro data processing |
AFG | Afghanistan | BB:6361 | HIES - Households Living Conditions Survey | EMP_STEM_SEX_ECO_NB | Employment in STEM occupations by sex and economic activity (thousands) | SEX_F | Female | ECO_ISIC4_TOTAL | Economic activity (ISIC-Rev.4): Total | 2,017 | 8.34 | null | null | null | null | null | null | R1:3513 | Repository: ILO-STATISTICS - Micro data processing |
AFG | Afghanistan | BB:6361 | HIES - Households Living Conditions Survey | EMP_STEM_SEX_ECO_NB | Employment in STEM occupations by sex and economic activity (thousands) | SEX_F | Female | ECO_ISIC4_F | Economic activity (ISIC-Rev.4): F. Construction | 2,017 | 0 | null | null | null | null | null | null | R1:3513 | Repository: ILO-STATISTICS - Micro data processing |
AFG | Afghanistan | BB:6361 | HIES - Households Living Conditions Survey | EMP_STEM_SEX_ECO_NB | Employment in STEM occupations by sex and economic activity (thousands) | SEX_F | Female | ECO_ISIC4_Q | Economic activity (ISIC-Rev.4): Q. Human health and social work activities | 2,017 | 7.75 | null | null | null | null | null | null | R1:3513 | Repository: ILO-STATISTICS - Micro data processing |
ARE | United Arab Emirates | BA:716 | LFS - Labour Force Survey | EMP_STEM_SEX_ECO_NB | Employment in STEM occupations by sex and economic activity (thousands) | SEX_T | Total | ECO_AGGREGATE_TOTAL | Economic activity (Aggregate): Total | 2,022 | 866.916 | null | null | null | null | null | null | R1:3513 | Repository: ILO-STATISTICS - Micro data processing |
ARE | United Arab Emirates | BA:716 | LFS - Labour Force Survey | EMP_STEM_SEX_ECO_NB | Employment in STEM occupations by sex and economic activity (thousands) | SEX_T | Total | ECO_AGGREGATE_AGR | Economic activity (Aggregate): Agriculture | 2,022 | 3.36 | null | null | null | null | null | null | R1:3513 | Repository: ILO-STATISTICS - Micro data processing |
ARE | United Arab Emirates | BA:716 | LFS - Labour Force Survey | EMP_STEM_SEX_ECO_NB | Employment in STEM occupations by sex and economic activity (thousands) | SEX_T | Total | ECO_AGGREGATE_MAN | Economic activity (Aggregate): Manufacturing | 2,022 | 91.169 | null | null | null | null | null | null | R1:3513 | Repository: ILO-STATISTICS - Micro data processing |
ARE | United Arab Emirates | BA:716 | LFS - Labour Force Survey | EMP_STEM_SEX_ECO_NB | Employment in STEM occupations by sex and economic activity (thousands) | SEX_T | Total | ECO_AGGREGATE_CON | Economic activity (Aggregate): Construction | 2,022 | 174.823 | null | null | null | null | null | null | R1:3513 | Repository: ILO-STATISTICS - Micro data processing |
ARE | United Arab Emirates | BA:716 | LFS - Labour Force Survey | EMP_STEM_SEX_ECO_NB | Employment in STEM occupations by sex and economic activity (thousands) | SEX_T | Total | ECO_AGGREGATE_MEL | Economic activity (Aggregate): Mining and quarrying; Electricity, gas and water supply | 2,022 | 64.837 | null | null | null | null | null | null | R1:3513 | Repository: ILO-STATISTICS - Micro data processing |
ARE | United Arab Emirates | BA:716 | LFS - Labour Force Survey | EMP_STEM_SEX_ECO_NB | Employment in STEM occupations by sex and economic activity (thousands) | SEX_T | Total | ECO_AGGREGATE_MKT | Economic activity (Aggregate): Trade, Transportation, Accommodation and Food, and Business and Administrative Services | 2,022 | 344.633 | null | null | null | null | null | null | R1:3513 | Repository: ILO-STATISTICS - Micro data processing |
ARE | United Arab Emirates | BA:716 | LFS - Labour Force Survey | EMP_STEM_SEX_ECO_NB | Employment in STEM occupations by sex and economic activity (thousands) | SEX_T | Total | ECO_AGGREGATE_PUB | Economic activity (Aggregate): Public Administration, Community, Social and other Services and Activities | 2,022 | 187.555 | null | null | null | null | null | null | R1:3513 | Repository: ILO-STATISTICS - Micro data processing |
ARE | United Arab Emirates | BA:716 | LFS - Labour Force Survey | EMP_STEM_SEX_ECO_NB | Employment in STEM occupations by sex and economic activity (thousands) | SEX_T | Total | ECO_AGGREGATE_X | Economic activity (Aggregate): Not classified | 2,022 | 0.539 | U | Unreliable | null | null | null | null | R1:3513 | Repository: ILO-STATISTICS - Micro data processing |
ARE | United Arab Emirates | BA:716 | LFS - Labour Force Survey | EMP_STEM_SEX_ECO_NB | Employment in STEM occupations by sex and economic activity (thousands) | SEX_M | Male | ECO_AGGREGATE_TOTAL | Economic activity (Aggregate): Total | 2,022 | 673.727 | null | null | null | null | null | null | R1:3513 | Repository: ILO-STATISTICS - Micro data processing |
ARE | United Arab Emirates | BA:716 | LFS - Labour Force Survey | EMP_STEM_SEX_ECO_NB | Employment in STEM occupations by sex and economic activity (thousands) | SEX_M | Male | ECO_AGGREGATE_AGR | Economic activity (Aggregate): Agriculture | 2,022 | 2.986 | null | null | null | null | null | null | R1:3513 | Repository: ILO-STATISTICS - Micro data processing |
ARE | United Arab Emirates | BA:716 | LFS - Labour Force Survey | EMP_STEM_SEX_ECO_NB | Employment in STEM occupations by sex and economic activity (thousands) | SEX_M | Male | ECO_AGGREGATE_MAN | Economic activity (Aggregate): Manufacturing | 2,022 | 77.774 | null | null | null | null | null | null | R1:3513 | Repository: ILO-STATISTICS - Micro data processing |
ARE | United Arab Emirates | BA:716 | LFS - Labour Force Survey | EMP_STEM_SEX_ECO_NB | Employment in STEM occupations by sex and economic activity (thousands) | SEX_M | Male | ECO_AGGREGATE_CON | Economic activity (Aggregate): Construction | 2,022 | 154.797 | null | null | null | null | null | null | R1:3513 | Repository: ILO-STATISTICS - Micro data processing |
ARE | United Arab Emirates | BA:716 | LFS - Labour Force Survey | EMP_STEM_SEX_ECO_NB | Employment in STEM occupations by sex and economic activity (thousands) | SEX_M | Male | ECO_AGGREGATE_MEL | Economic activity (Aggregate): Mining and quarrying; Electricity, gas and water supply | 2,022 | 59.514 | null | null | null | null | null | null | R1:3513 | Repository: ILO-STATISTICS - Micro data processing |
ARE | United Arab Emirates | BA:716 | LFS - Labour Force Survey | EMP_STEM_SEX_ECO_NB | Employment in STEM occupations by sex and economic activity (thousands) | SEX_M | Male | ECO_AGGREGATE_MKT | Economic activity (Aggregate): Trade, Transportation, Accommodation and Food, and Business and Administrative Services | 2,022 | 281.432 | null | null | null | null | null | null | R1:3513 | Repository: ILO-STATISTICS - Micro data processing |
ARE | United Arab Emirates | BA:716 | LFS - Labour Force Survey | EMP_STEM_SEX_ECO_NB | Employment in STEM occupations by sex and economic activity (thousands) | SEX_M | Male | ECO_AGGREGATE_PUB | Economic activity (Aggregate): Public Administration, Community, Social and other Services and Activities | 2,022 | 96.797 | null | null | null | null | null | null | R1:3513 | Repository: ILO-STATISTICS - Micro data processing |
ARE | United Arab Emirates | BA:716 | LFS - Labour Force Survey | EMP_STEM_SEX_ECO_NB | Employment in STEM occupations by sex and economic activity (thousands) | SEX_F | Female | ECO_AGGREGATE_TOTAL | Economic activity (Aggregate): Total | 2,022 | 193.188 | null | null | null | null | null | null | R1:3513 | Repository: ILO-STATISTICS - Micro data processing |
ARE | United Arab Emirates | BA:716 | LFS - Labour Force Survey | EMP_STEM_SEX_ECO_NB | Employment in STEM occupations by sex and economic activity (thousands) | SEX_F | Female | ECO_AGGREGATE_MAN | Economic activity (Aggregate): Manufacturing | 2,022 | 13.395 | null | null | null | null | null | null | R1:3513 | Repository: ILO-STATISTICS - Micro data processing |
ARE | United Arab Emirates | BA:716 | LFS - Labour Force Survey | EMP_STEM_SEX_ECO_NB | Employment in STEM occupations by sex and economic activity (thousands) | SEX_F | Female | ECO_AGGREGATE_CON | Economic activity (Aggregate): Construction | 2,022 | 20.025 | null | null | null | null | null | null | R1:3513 | Repository: ILO-STATISTICS - Micro data processing |
ARE | United Arab Emirates | BA:716 | LFS - Labour Force Survey | EMP_STEM_SEX_ECO_NB | Employment in STEM occupations by sex and economic activity (thousands) | SEX_F | Female | ECO_AGGREGATE_MEL | Economic activity (Aggregate): Mining and quarrying; Electricity, gas and water supply | 2,022 | 5.323 | null | null | null | null | null | null | R1:3513 | Repository: ILO-STATISTICS - Micro data processing |
ARE | United Arab Emirates | BA:716 | LFS - Labour Force Survey | EMP_STEM_SEX_ECO_NB | Employment in STEM occupations by sex and economic activity (thousands) | SEX_F | Female | ECO_AGGREGATE_MKT | Economic activity (Aggregate): Trade, Transportation, Accommodation and Food, and Business and Administrative Services | 2,022 | 63.202 | null | null | null | null | null | null | R1:3513 | Repository: ILO-STATISTICS - Micro data processing |
ARE | United Arab Emirates | BA:716 | LFS - Labour Force Survey | EMP_STEM_SEX_ECO_NB | Employment in STEM occupations by sex and economic activity (thousands) | SEX_F | Female | ECO_AGGREGATE_PUB | Economic activity (Aggregate): Public Administration, Community, Social and other Services and Activities | 2,022 | 90.758 | null | null | null | null | null | null | R1:3513 | Repository: ILO-STATISTICS - Micro data processing |
ARE | United Arab Emirates | BA:716 | LFS - Labour Force Survey | EMP_STEM_SEX_ECO_NB | Employment in STEM occupations by sex and economic activity (thousands) | SEX_T | Total | ECO_ISIC4_TOTAL | Economic activity (ISIC-Rev.4): Total | 2,022 | 866.916 | null | null | null | null | null | null | R1:3513 | Repository: ILO-STATISTICS - Micro data processing |
ARE | United Arab Emirates | BA:716 | LFS - Labour Force Survey | EMP_STEM_SEX_ECO_NB | Employment in STEM occupations by sex and economic activity (thousands) | SEX_T | Total | ECO_ISIC4_A | Economic activity (ISIC-Rev.4): A. Agriculture; forestry and fishing | 2,022 | 3.36 | null | null | null | null | null | null | R1:3513 | Repository: ILO-STATISTICS - Micro data processing |
ARE | United Arab Emirates | BA:716 | LFS - Labour Force Survey | EMP_STEM_SEX_ECO_NB | Employment in STEM occupations by sex and economic activity (thousands) | SEX_T | Total | ECO_ISIC4_B | Economic activity (ISIC-Rev.4): B. Mining and quarrying | 2,022 | 37.762 | null | null | null | null | null | null | R1:3513 | Repository: ILO-STATISTICS - Micro data processing |
ARE | United Arab Emirates | BA:716 | LFS - Labour Force Survey | EMP_STEM_SEX_ECO_NB | Employment in STEM occupations by sex and economic activity (thousands) | SEX_T | Total | ECO_ISIC4_C | Economic activity (ISIC-Rev.4): C. Manufacturing | 2,022 | 91.169 | null | null | null | null | null | null | R1:3513 | Repository: ILO-STATISTICS - Micro data processing |
ARE | United Arab Emirates | BA:716 | LFS - Labour Force Survey | EMP_STEM_SEX_ECO_NB | Employment in STEM occupations by sex and economic activity (thousands) | SEX_T | Total | ECO_ISIC4_D | Economic activity (ISIC-Rev.4): D. Electricity; gas, steam and air conditioning supply | 2,022 | 24.987 | null | null | null | null | null | null | R1:3513 | Repository: ILO-STATISTICS - Micro data processing |
ARE | United Arab Emirates | BA:716 | LFS - Labour Force Survey | EMP_STEM_SEX_ECO_NB | Employment in STEM occupations by sex and economic activity (thousands) | SEX_T | Total | ECO_ISIC4_E | Economic activity (ISIC-Rev.4): E. Water supply; sewerage, waste management and remediation activities | 2,022 | 2.089 | U | Unreliable | null | null | null | null | R1:3513 | Repository: ILO-STATISTICS - Micro data processing |
ARE | United Arab Emirates | BA:716 | LFS - Labour Force Survey | EMP_STEM_SEX_ECO_NB | Employment in STEM occupations by sex and economic activity (thousands) | SEX_T | Total | ECO_ISIC4_F | Economic activity (ISIC-Rev.4): F. Construction | 2,022 | 174.823 | null | null | null | null | null | null | R1:3513 | Repository: ILO-STATISTICS - Micro data processing |
ARE | United Arab Emirates | BA:716 | LFS - Labour Force Survey | EMP_STEM_SEX_ECO_NB | Employment in STEM occupations by sex and economic activity (thousands) | SEX_T | Total | ECO_ISIC4_G | Economic activity (ISIC-Rev.4): G. Wholesale and retail trade; repair of motor vehicles and motorcycles | 2,022 | 67.71 | null | null | null | null | null | null | R1:3513 | Repository: ILO-STATISTICS - Micro data processing |
ARE | United Arab Emirates | BA:716 | LFS - Labour Force Survey | EMP_STEM_SEX_ECO_NB | Employment in STEM occupations by sex and economic activity (thousands) | SEX_T | Total | ECO_ISIC4_H | Economic activity (ISIC-Rev.4): H. Transportation and storage | 2,022 | 38.334 | null | null | null | null | null | null | R1:3513 | Repository: ILO-STATISTICS - Micro data processing |
ARE | United Arab Emirates | BA:716 | LFS - Labour Force Survey | EMP_STEM_SEX_ECO_NB | Employment in STEM occupations by sex and economic activity (thousands) | SEX_T | Total | ECO_ISIC4_I | Economic activity (ISIC-Rev.4): I. Accommodation and food service activities | 2,022 | 4.951 | null | null | null | null | null | null | R1:3513 | Repository: ILO-STATISTICS - Micro data processing |
ARE | United Arab Emirates | BA:716 | LFS - Labour Force Survey | EMP_STEM_SEX_ECO_NB | Employment in STEM occupations by sex and economic activity (thousands) | SEX_T | Total | ECO_ISIC4_J | Economic activity (ISIC-Rev.4): J. Information and communication | 2,022 | 93.453 | null | null | null | null | null | null | R1:3513 | Repository: ILO-STATISTICS - Micro data processing |
ARE | United Arab Emirates | BA:716 | LFS - Labour Force Survey | EMP_STEM_SEX_ECO_NB | Employment in STEM occupations by sex and economic activity (thousands) | SEX_T | Total | ECO_ISIC4_K | Economic activity (ISIC-Rev.4): K. Financial and insurance activities | 2,022 | 15.91 | null | null | null | null | null | null | R1:3513 | Repository: ILO-STATISTICS - Micro data processing |
ARE | United Arab Emirates | BA:716 | LFS - Labour Force Survey | EMP_STEM_SEX_ECO_NB | Employment in STEM occupations by sex and economic activity (thousands) | SEX_T | Total | ECO_ISIC4_L | Economic activity (ISIC-Rev.4): L. Real estate activities | 2,022 | 21.496 | null | null | null | null | null | null | R1:3513 | Repository: ILO-STATISTICS - Micro data processing |
ARE | United Arab Emirates | BA:716 | LFS - Labour Force Survey | EMP_STEM_SEX_ECO_NB | Employment in STEM occupations by sex and economic activity (thousands) | SEX_T | Total | ECO_ISIC4_M | Economic activity (ISIC-Rev.4): M. Professional, scientific and technical activities | 2,022 | 81.919 | null | null | null | null | null | null | R1:3513 | Repository: ILO-STATISTICS - Micro data processing |
ARE | United Arab Emirates | BA:716 | LFS - Labour Force Survey | EMP_STEM_SEX_ECO_NB | Employment in STEM occupations by sex and economic activity (thousands) | SEX_T | Total | ECO_ISIC4_N | Economic activity (ISIC-Rev.4): N. Administrative and support service activities | 2,022 | 20.86 | null | null | null | null | null | null | R1:3513 | Repository: ILO-STATISTICS - Micro data processing |
ARE | United Arab Emirates | BA:716 | LFS - Labour Force Survey | EMP_STEM_SEX_ECO_NB | Employment in STEM occupations by sex and economic activity (thousands) | SEX_T | Total | ECO_ISIC4_O | Economic activity (ISIC-Rev.4): O. Public administration and defence; compulsory social security | 2,022 | 47.328 | null | null | null | null | null | null | R1:3513 | Repository: ILO-STATISTICS - Micro data processing |
ARE | United Arab Emirates | BA:716 | LFS - Labour Force Survey | EMP_STEM_SEX_ECO_NB | Employment in STEM occupations by sex and economic activity (thousands) | SEX_T | Total | ECO_ISIC4_P | Economic activity (ISIC-Rev.4): P. Education | 2,022 | 14.995 | null | null | null | null | null | null | R1:3513 | Repository: ILO-STATISTICS - Micro data processing |
ARE | United Arab Emirates | BA:716 | LFS - Labour Force Survey | EMP_STEM_SEX_ECO_NB | Employment in STEM occupations by sex and economic activity (thousands) | SEX_T | Total | ECO_ISIC4_Q | Economic activity (ISIC-Rev.4): Q. Human health and social work activities | 2,022 | 116.863 | null | null | null | null | null | null | R1:3513 | Repository: ILO-STATISTICS - Micro data processing |
ARE | United Arab Emirates | BA:716 | LFS - Labour Force Survey | EMP_STEM_SEX_ECO_NB | Employment in STEM occupations by sex and economic activity (thousands) | SEX_T | Total | ECO_ISIC4_R | Economic activity (ISIC-Rev.4): R. Arts, entertainment and recreation | 2,022 | 4.641 | U | Unreliable | null | null | null | null | R1:3513 | Repository: ILO-STATISTICS - Micro data processing |
ARE | United Arab Emirates | BA:716 | LFS - Labour Force Survey | EMP_STEM_SEX_ECO_NB | Employment in STEM occupations by sex and economic activity (thousands) | SEX_T | Total | ECO_ISIC4_S | Economic activity (ISIC-Rev.4): S. Other service activities | 2,022 | 3.04 | null | null | null | null | null | null | R1:3513 | Repository: ILO-STATISTICS - Micro data processing |
ARE | United Arab Emirates | BA:716 | LFS - Labour Force Survey | EMP_STEM_SEX_ECO_NB | Employment in STEM occupations by sex and economic activity (thousands) | SEX_T | Total | ECO_ISIC4_T | Economic activity (ISIC-Rev.4): T. Activities of households as employers; undifferentiated goods- and services-producing activities of households for own use | 2,022 | 0.688 | U | Unreliable | null | null | null | null | R1:3513 | Repository: ILO-STATISTICS - Micro data processing |
ARE | United Arab Emirates | BA:716 | LFS - Labour Force Survey | EMP_STEM_SEX_ECO_NB | Employment in STEM occupations by sex and economic activity (thousands) | SEX_T | Total | ECO_ISIC4_X | Economic activity (ISIC-Rev.4): X. Not elsewhere classified | 2,022 | 0.539 | U | Unreliable | null | null | null | null | R1:3513 | Repository: ILO-STATISTICS - Micro data processing |
ARE | United Arab Emirates | BA:716 | LFS - Labour Force Survey | EMP_STEM_SEX_ECO_NB | Employment in STEM occupations by sex and economic activity (thousands) | SEX_M | Male | ECO_ISIC4_TOTAL | Economic activity (ISIC-Rev.4): Total | 2,022 | 673.727 | null | null | null | null | null | null | R1:3513 | Repository: ILO-STATISTICS - Micro data processing |
ARE | United Arab Emirates | BA:716 | LFS - Labour Force Survey | EMP_STEM_SEX_ECO_NB | Employment in STEM occupations by sex and economic activity (thousands) | SEX_M | Male | ECO_ISIC4_A | Economic activity (ISIC-Rev.4): A. Agriculture; forestry and fishing | 2,022 | 2.986 | null | null | null | null | null | null | R1:3513 | Repository: ILO-STATISTICS - Micro data processing |
ARE | United Arab Emirates | BA:716 | LFS - Labour Force Survey | EMP_STEM_SEX_ECO_NB | Employment in STEM occupations by sex and economic activity (thousands) | SEX_M | Male | ECO_ISIC4_B | Economic activity (ISIC-Rev.4): B. Mining and quarrying | 2,022 | 34.33 | null | null | null | null | null | null | R1:3513 | Repository: ILO-STATISTICS - Micro data processing |
ARE | United Arab Emirates | BA:716 | LFS - Labour Force Survey | EMP_STEM_SEX_ECO_NB | Employment in STEM occupations by sex and economic activity (thousands) | SEX_M | Male | ECO_ISIC4_C | Economic activity (ISIC-Rev.4): C. Manufacturing | 2,022 | 77.774 | null | null | null | null | null | null | R1:3513 | Repository: ILO-STATISTICS - Micro data processing |
ARE | United Arab Emirates | BA:716 | LFS - Labour Force Survey | EMP_STEM_SEX_ECO_NB | Employment in STEM occupations by sex and economic activity (thousands) | SEX_M | Male | ECO_ISIC4_D | Economic activity (ISIC-Rev.4): D. Electricity; gas, steam and air conditioning supply | 2,022 | 23.672 | null | null | null | null | null | null | R1:3513 | Repository: ILO-STATISTICS - Micro data processing |
ARE | United Arab Emirates | BA:716 | LFS - Labour Force Survey | EMP_STEM_SEX_ECO_NB | Employment in STEM occupations by sex and economic activity (thousands) | SEX_M | Male | ECO_ISIC4_E | Economic activity (ISIC-Rev.4): E. Water supply; sewerage, waste management and remediation activities | 2,022 | 1.512 | U | Unreliable | null | null | null | null | R1:3513 | Repository: ILO-STATISTICS - Micro data processing |
ARE | United Arab Emirates | BA:716 | LFS - Labour Force Survey | EMP_STEM_SEX_ECO_NB | Employment in STEM occupations by sex and economic activity (thousands) | SEX_M | Male | ECO_ISIC4_F | Economic activity (ISIC-Rev.4): F. Construction | 2,022 | 154.797 | null | null | null | null | null | null | R1:3513 | Repository: ILO-STATISTICS - Micro data processing |
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Employment in STEM occupations by sex and economic activity (thousands) | Asia (ILOSTAT)
🌏 18,156 observations · 32 Asia countries · 2000–2025 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 18,156 observations of Workers in STEM occupations data across 32 Asia countries, spanning 2000–2025, covering 1 distinct indicators.
About the source
ILOSTAT is the ILO's central statistics database, the leading global source for labour statistics. It compiles indicators across employment, unemployment, wages, working time, child labour, informal economy, social protection, occupational injuries, and SDG decent work targets — drawing on national labour force surveys, household income surveys, establishment surveys, and administrative records. Coverage spans 200+ economies, with the ILO's Department of Statistics responsible for harmonisation.
- Source: ILOSTAT
- Publisher: International Labour Organization (ILO)
- License: cc-by-4.0
- Topic: Workers in STEM occupations
Methodology
Data pulled directly from the ILOSTAT REST API at https://rplumber.ilo.org/data/indicator?id=EMP_STEM_SEX_ECO_NB and filtered to Asia ISO3 country codes. ILOSTAT harmonises raw survey microdata using ICLS (International Conference of Labour Statisticians) definitions; sources are flagged in the source.label column for traceability.
Geographic coverage
32 Asia countries · top rows shown below, sorted by row count:
| Country | Rows | First year | Last year |
|---|---|---|---|
JPN |
1,835 | 2000 | 2023 |
IRN |
1,350 | 2006 | 2024 |
VNM |
1,282 | 2009 | 2024 |
ISR |
1,133 | 2012 | 2024 |
MNG |
1,098 | 2008 | 2024 |
TUR |
1,074 | 2000 | 2024 |
THA |
1,009 | 2013 | 2024 |
CYP |
938 | 2011 | 2024 |
KGZ |
842 | 2012 | 2023 |
LKA |
798 | 2013 | 2024 |
PSE |
739 | 2012 | 2025 |
PHL |
566 | 2017 | 2023 |
GEO |
557 | 2017 | 2024 |
BRN |
549 | 2014 | 2024 |
PAK |
548 | 2012 | 2025 |
| ... | 17 more countries |
Indicators (sample)
EMP_STEM_SEX_ECO_NB— Employment in STEM occupations by sex and economic activity (thousands)
Schema
| Column | Type | Description | Example |
|---|---|---|---|
ref_area |
string |
ISO 3166-1 alpha-3 country code | AFG |
ref_area.label |
string |
Country name in English | Afghanistan |
source |
string |
ILOSTAT source code (e.g. labour force survey) | BA:15715 |
source.label |
string |
Source name in English | LFS - Labour Force Survey |
indicator |
string |
ILOSTAT indicator code | EMP_STEM_SEX_ECO_NB |
indicator.label |
string |
Indicator name in English | Employment in STEM occupations by sex… |
sex |
string |
Disaggregation by sex (SEX_T = total, SEX_M = male, SEX_F = female) | SEX_T |
sex.label |
string |
— | Total |
classif1 |
string |
First classification variable (age, education, status, etc.) | ECO_AGGREGATE_TOTAL |
classif1.label |
string |
— | Economic activity (Aggregate): Total |
time |
int64 |
Observation year | 2021 |
obs_value |
float64 |
Observed indicator value (unit varies — see indicator definition) | 96.457 |
obs_status |
string |
Observation status flag (e.g. provisional, unreliable) | U |
obs_status.label |
string |
— | Unreliable |
note_classif |
string |
— | — |
note_classif.label |
string |
— | — |
note_indicator |
string |
— | I11:264 |
note_indicator.label |
string |
— | Break in series: Methodology revised |
note_source |
string |
— | R1:3513_S3:8 |
note_source.label |
string |
— | Repository: ILO-STATISTICS - Micro da… |
Disaggregation dimensions
The following columns provide disaggregation dimensions:
sex(3 unique values):SEX_T,SEX_M,SEX_F
Data quality & caveats
- Data is annual frequency. Some indicators also publish monthly or quarterly series — those are not included here.
- When an indicator has multiple sources for the same country×year, the ILO-selected 'best source' is used.
- Disaggregation columns (
sex,classif1,classif2) are non-null only when the indicator publishes that breakdown.
Usage
from datasets import load_dataset
ds = load_dataset("electricsheepasia/asia-ilo-emp-stem-sex-eco-nb-employment-in-stem-occupations-by-sex-and-economic")
df = ds["train"].to_pandas()
print(df.head())
Filter to one country
indonesia = df[df["ref_area"] == "IDN"]
Time-series for a single indicator
sample = (df[df["indicator"] == "EMP_STEM_SEX_ECO_NB"]
.sort_values("time"))
sample.plot(x="time", y="obs_value", title="EMP_STEM_SEX_ECO_NB")
Pivot to country × year matrix
matrix = (df[df["indicator"] == "EMP_STEM_SEX_ECO_NB"]
.pivot_table(index="time", columns="ref_area", values="obs_value"))
print(matrix.tail())
Citation
@misc{asia_ilo_emp_stem_sex_eco_nb_employment_in_stem_occupations_by_sex_and_economic_2025,
title = {Employment in STEM occupations by sex and economic activity (thousands) | Asia (ILOSTAT)},
author = {International Labour Organization (ILO)},
year = {2025},
url = {https://www.ilo.org/shinyapps/bulkexplorer/?id=EMP_STEM_SEX_ECO_NB},
publisher = {HuggingFace Datasets, repackaged by Electric Sheep Asia},
howpublished = {\url{https://huggingface.co/datasets/electricsheepasia/asia-ilo-emp-stem-sex-eco-nb-employment-in-stem-occupations-by-sex-and-economic}}
}
License
Released under cc-by-4.0.
Original data © International Labour Organization (ILO). When using this dataset, please cite both the original source above and the Electric Sheep Asia repackaging.
About Electric Sheep
Electric Sheep Asia is part of the Electric Sheep mission: a unified, ML-ready data layer for Asia on HuggingFace. 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/electricsheepasia
Provenance: ingested 2026-05-28 via the Electric Sheep pipeline. Source URL: https://www.ilo.org/shinyapps/bulkexplorer/?id=EMP_STEM_SEX_ECO_NB
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