Transparency
&
Open Data
https://slides.com/bobbledavidson/transparency-opendata
G+ Hangout
Transparency index?
- what is it?
- is it really related to Open Data?
Some Indices
Corruption Perception Index:
- Transparency International
-
http://cpi.transparency.org/cpi2013/results/
Press Freedom Index:
- Reporters without borders
- http://en.rsf.org/press-freedom-index-2013,1054.html
Open Data Index:
- Open Knowledge Foundation
- https://index.okfn.org/country
Corruption Perception Index
- African Development Bank Governance Ratings
- Bertelsmann Foundation Sustainable Gov Indicators
- Bertelsmann Foundation Transformation Index
- Economist Intelligence Unit Country Risk Ratings
- Freedom House Nations in Transit
- Global Insight Country Risk Ratings
- IMD World Competitiveness Yearbook
- Political and Economic Risk Consultancy Asian Intel.
- Political Risk Services International Country Risk Guide
- Transparency Int. Bribe Payers Survey
- World Bank - Country Policy and Institutional Assessment
- World Economic Forum Executive Opinion Survey
- World Justice Project Rule of Law Index
Let's have a quick look!
Data ACCESS
CPI: Transparency Int
-
177 countries
-
Download Data Pack
- Raw and summary data .xls
- EASY !!!
Data ACCESS
FPI: Reporters without borders
-
179 countries
-
.pdf download
- html summary table can be copied and pasted
-
pretty easy, maybe lacks RAW data
Data ACCESS
ODI: Open Knowledge Foundation
- 70 countries
- Lots of source code EASILY available
- Data HARD to find!
- .csv and JSON...
- ...of RAW, non-scored data
- html table does not copy and paste
- resort to html scrape.
Ivory tower?
Cleaning Data
...why couldn't we ID with dialling codes?
Russia/Russian Federation
South Korea/Korea (South)/Korea
Slovakia/Slovak Republic
Taiwan/Taiwan R.O.C.
Ivory Coast/Cote d'Ivoire
East Timor/Timor-Leste
Democratic Republic of Congo/DR Congo
Congo Republic/ Republic of the Congo
Burma/Myanmar
Macedonia/Republic of Macedonia
Korea (North)/North Korea
Joining Data
FPI & CPI share 170 countries
OKFN & CPI share 62 countries
OKFN & FPI share 60 countries
Unique to OKFN
Isle Of Man
Guernsey
Jersey
Bermuda
Cayman Islands
Gibraltar
Virgin Is. British
Saint Kitts & Nevis
Analysis
Spearman Correlation of Rankings
Corruption/Open Data -> 0.52, p=1.1e-5
Press Freedom/Open Data -> 0.57, p=2.5e-6
Corruption/Press Freedom -> 0.62, p=2.2e-16
(p values not corrected for multiple testing)
Analysis-Graphs
HK is pretty good for Press Freedom and Corruption...
...Open Data index correlates with both but HK doesn't fit.
COnclusion
Many more metrics!
(including financial secrecy... HK is 3rd most secret)
General pattern of 'good countries' and 'bad countries'
i.e. same countries score very high/very low in all 3
Open Data Index correlates but ...
...there's a lot of noise
...could do with more samples
and...
ConClusion 2
...Correlation NOT EQUAL to causation!!!
Transparency & Open Data https://slides.com/bobbledavidson/transparency-opendata
Transparency
By bobbledavidson
Transparency
A brief investigation into the links between perceived corruption, freedom of the press and Open Data
- 398