Expenditure on Research and Development(R&D)
| Files | Size | Format | Created | Updated | License | Source |
|---|---|---|---|---|---|---|
| 1 | 150 kB | csv | about 7 years ago | Open Data Commons Public Domain Dedication and Licence (PDDL) | UNESCO institute for statistics |
Expenditure on Research and Development(R\&D) by countries with indicators such as source of funds, type of R%\&D activity, fields of R\&D(medical and health sciences) since 1996. Data comes from U...
Data Files
| File | Description | Size | Last modified | Download |
|---|---|---|---|---|
expenditure | 150 kB | about 7 years ago | expenditure |
Data Previews
expenditure
Schema
| name | type | description |
|---|---|---|
| LOCATION | string | Country code |
| Country | string | Country name |
| TIME | year | Date in the form of %Y |
| Business enterprise | number | GERD - financed by Business enterprise (in '000 current PPP$) |
| Government | number | GERD - financed by Government (in '000 current PPP$) |
| Higher Education | number | GERD - financed by Higher education (in '000 current PPP$) |
| Private non-profit | number | GERD - financed by Private non-profit (in '000 current PPP$) |
| Rest of the world | number | GERD - financed by Rest of the world (abroad) (in '000 current PPP$) |
| Not specified source | string | GERD - financed by Not specified source (in '000 current PPP$) |
| Basic research | string | GERD - Basic research (in '000 current PPP$) |
| Applied research | string | GERD - Applied research (in '000 current PPP$) |
| Experimental development | string | GERD - Experimental development (in '000 current PPP$) |
| Not specified activities | string | GERD - Not specified activities (in '000 current PPP$) |
| Medical and health sciences | string | GERD - Medical and health sciences (in '000 current PPP$) |
Expenditure on Research and Development(R&D) by countries with indicators such as source of funds, type of R%&D activity, fields of R&D(medical and health sciences) since 1996.
Data
Data comes from UNESCO institute for statistics http://data.uis.unesco.org
It consists of useful information about how much is spent by government/the private sectors, type of activites like Basic research, Applied research, Experimental development for specific countries. Also, we added spendings for Medical and health sciences.
Preparation
The main resource is located in archive/gerd.csv
There are several steps have been done to get final data.
- Extracted separately each resource by source of funds "Business enterprise", "Government" and "Higher Education", "Private non-profit", "Rest of the world", "Not specified source"
- Extracted separately each resource by type of activities "Basic research", "Applied research", "Experimental development", "Not specified activities"
- Extracted by field of R&D "Medical and health sciences"
- Merged them into one resource
data/medical.csvusingpandaslibrary.
Process is recorded and automated in python script:
# to get final merged data which is `data/expenditure.csv`, run the following script
scripts/process.py
License
Public Domain Dedication and License (PDDL)