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Data Architecures Workshop @ SSIR Data on Purpose
Transcript of Data Architecures Workshop @ SSIR Data on Purpose
Architectures for Data Culture
Architectures for Data Security
Frameworks for Data Storage and Use
Architectures for Data Use
MIT Center for Civic Media
what are some processes and tools we can use?
make it easy to add, find and use data
what is the minimal appropriate solution?
organized & described
unorganized & not described
printouts on a desk
random spreadsheets on
on various people's computers
what data language does our org speak?
how is our data organized now?
what is the right solution for us?
what does security
mean for us?
what level of data security is right for us?
Access as a Security Issue
Longevity as a Security Issue
match your needs
balance strictness with flexibility
what is our worst data nightmare?
what policies work for us now?
what problems should our policies address?
meet people where they are
why do we need an architecture?
where are we now?
what are some small steps we
can take to move forward?
which of our audiences are receptive to data-driven stories?
what is a data culture?
what is our existing data culture?
how do we build a data culture?
Organization Structure and Practices
look for internal advocates / experts
look for key exemplars
build external relationships
lead from the top and from below
baby steps are ok
CWRF Framework from Beth Kanter
does the data we have align with our goals?
how can we use data to further our mission?
what are some opportunities to use data to bring our partners and/or audiences together?
change social norms
reflect on performance
Data is an Asset
technologies vs. goals
what's the call to action?
what are the indicators measuring?
data for social change?
the art of making social change
through making media
MIT Center for
architectures for data management and storage
your topic here
your topic here
Your Topic Here