研发人力人数（按界别）
简介
本数据集由新加坡科技研究局（A*STAR）发布，以CSV提供2010年至2018年新加坡研发人力按年份、界别与研发人力类型划分的人数，便于追踪各界别研发人力规模。
- 最近更新
- 覆盖范围
- 2010-01-01 – 2018-12-31
- 行数
- 225
- 列数
- 4
图表
当多行属于同一类别时，数值会被求和。
与其他数据集对比 →数据
| Year | Sector | Type of R&D Manpower | Headcount |
|---|---|---|---|
| 2018 | Private Sector | PhD | 1845.000000 |
| 2018 | Private Sector | Masters | 5268.000000 |
| 2018 | Private Sector | Bachelors | 12273.000000 |
| 2018 | Private Sector | Non Degree | 1774.000000 |
| 2018 | Private Sector | Technicians | 1315.000000 |
| 2018 | Private Sector | Other Supporting Staff | 2037.000000 |
| 2018 | Government Sector | PhD | 584.000000 |
| 2018 | Government Sector | Masters | 1109.000000 |
| 2018 | Government Sector | Bachelors | 1841.000000 |
| 2018 | Government Sector | Non Degree | 163.000000 |
| 2018 | Government Sector | Technicians | 346.000000 |
| 2018 | Government Sector | Other Supporting Staff | 1373.000000 |
| 2018 | Institutes of Higher Learning | PhD | 6077.000000 |
| 2018 | Institutes of Higher Learning | Masters | 1533.000000 |
| 2018 | Institutes of Higher Learning | Bachelors | 2347.000000 |
| 2018 | Institutes of Higher Learning | Non Degree | 98.000000 |
| 2018 | Institutes of Higher Learning | Post Graduate | 4955.000000 |
| 2018 | Institutes of Higher Learning | Technicians | 334.000000 |
| 2018 | Institutes of Higher Learning | Other Supporting Staff | 448.000000 |
| 2018 | Public Research Institutes | PhD | 1966.000000 |
| 2018 | Public Research Institutes | Masters | 482.000000 |
| 2018 | Public Research Institutes | Bachelors | 921.000000 |
| 2018 | Public Research Institutes | Non Degree | 74.000000 |
| 2018 | Public Research Institutes | Technicians | 248.000000 |
| 2018 | Public Research Institutes | Other Supporting Staff | 293.000000 |
字段
| 字段 | 类型 | 分类字段 |
|---|---|---|
| Year | Year (YYYY) | 否 |
| Sector | Text | 否 |
| Type of R&D Manpower | Text | 否 |
| Headcount | Numeric | 否 |