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Central Statistics Office, Ireland 2
Introduction
How the CSO is working to Modernise Official Statistics
How ICHEC is helping with that
The international impact of what we are doing
Central Statistics Office, Ireland 3
What do we do?
The Central Statistics Office produces Official Statistics for Ireland
Economic Statistics, Social Statistics and others
Used by policy makers
Central Statistics Office, Ireland 4
How do we do it now?
Surveys
Administrative Data
Data in databases
Data is small enough
Central Statistics Office, Ireland 5
Looking to the Future
Established in 1949 so always modernising
Non-Traditional Data Sources
Mobile phone data, satellite imagery, scanner data
Big Data
Central Statistics Office, Ireland 6
Why Big Data?
More and more requirements from our customers and International Organisations
Also want to reduce respondent burden
Complement existing outputs in new ways and produce brand new outputs
Central Statistics Office, Ireland 7
Big Data Challenges
Data Quality
Confidentiality
Methodology
Technology
Central Statistics Office, Ireland 8
Technology
Unused to working with Big Data levels of data
ICHEC provided R training as an alternative to our current tools
Training with a focus on how we would use R
Central Statistics Office, Ireland 9
We are not alone
Lots of NSI’s and International Organisations looking at ways to use Big Data for Official Statistics
UNECE High Level Group for the Modernisation of Statistical Production and Services
Looking at various modernisation measures including Big Data
Central Statistics Office, Ireland 10
Work together
Big Data allows a different approach
No legacy systems
Starting with a blank canvas
Start with collaboration and standardisation
Looking for a shared environment to do this together
Central Statistics Office, Ireland 11
The Sandbox is born
The CSO and ICHEC collaborated to provide a shared system for the UNECE group called the Sandbox
It is a shared remotely accessible High Performance Computing environment
ICHEC host the system and provided the High Performance Computing expertise necessary to make this happen
System launched in April 2014 in Dublin
Central Statistics Office, Ireland 12
Aims of the Sandbox
Test feasibility of remote access and processing
Test Statistical models and methods
Test Big Data tools
Learning by Doing
And do it together
Central Statistics Office, Ireland 13
Projects ongoing
Sentiment analysis using twitter data
Looking at mobile phone records for tourism and other statistics
Satellite imagery and aerial photography
Data from road traffic sensors
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More projects
Price data sourced using web scraping
Job vacancy data sourced using web scraping
Scanner data and other price information sourced directly from large vendors
At present approximately 40 statisticians and data scientists from 25 different organisations are working with the Sandbox
Central Statistics Office, Ireland 16
Advantages of the Sandbox
International Collaboration on methods and techniques
Learning by doing
Gives users the chance to use Big Data techniques and hardware without having the equipment or technical expertise in-house
Allows for experimentation
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What it means for the future
Discussions ongoing about the infrastructure required for Big Data for National Statistical Institutes
Providing a template for how Big Data work could be done in a centralised way
Could possibly become a production system used internationally
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Has it worked?
Sandbox has been a huge success and is still ongoing
New idea in Official Statistics that is attracting interest across the world
Raises Ireland’s profile not just in the area of Big Data for Official Statistics but also in the area of High Performance Computing
Central Statistics Office, Ireland 19
Conclusions
We continue moving towards modernising our Statistical production
ICHEC is helping us with relevant training to keep our staff skills up to date
ICHEC is also helping us with the hardware and technical expertise that was crucial to the success of the Sandbox
Thank you and we look forward to continuing to work together