1. Discussion of Challenges & Opportunities Brainstorming Stacy Kowalczyk

2. Part I: Eight Questions (1:15)
Standards Used
Standard Needed
Policies Used
Policies Needed
Technology Used (DB, software, etc.)
Technology/Services Needed
Resources/Expertise/Services Offered
Desired Outcomes of this Workshop

3. Part II: Case Analysis
Better understanding of the bottlenecks in data integration and visualization projects
See if there are emerging “patterns”
Use that as input for a next session on the potential future of data integration and automation
Potential collaboration on some issues

4. Part II: Case Analysis (30 min)
Take your last (current) data analysis project
Write down the various steps (with a description of the data source) you went through (search, retrieve, combine, clean-up (disambiguate, validate, estimate), transform, analyze, visualize, etc.)
Rank the steps on basis of effort (time, resources)