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Commerce Data Usability Project
- 1. jeff chen chief data scientist beyond open data: the commerce data usability project star ying data scientist
- 2. introduction motivations from open data to open knowledge demos closing
- 7. • Frontend Engineering • Backend Engineering • Data Science
- 8. format barriershift focus likes, clicks, buys
- 9. format barriershift focus societal issues
- 10. • how often is our software vulnerable? • what can economists do to improve frequency of demographic indicators? • where should a nonprofit focus its resources? • when is hail the most dangerous?
- 11. introduction motivations from open data to open knowledge demos closing
- 17. data engineer climatologist policy analyst $ economist … .netcdf .hdf5 .csv .shp .tiff .bmp .json .xml .csv .tsv .csv .xls .rda .dta .xls .pdf format barrierusage gap
- 18. knowledge gap innovation in your field innovation knowledge gap
- 19. data is often fit for a singular purpose and wide spread usability is not typically considered
- 20. introduction motivations from open data to open knowledge demos closing
- 21. data usability ought to be the data dissemination priority. a priority
- 22. • how often is our software vulnerable? • what can economists do to improve frequency of demographic indicators? • where should a nonprofit focus its resources? • when is hail the most dangerous?
- 23. Commerce Data Usability Project commerce.gov/datausability 01100011 01101111 01101101 01101101 01100101 01110010 01100011 01100101 00100000 01100100 01100001 01110100 01100001 00100000 01110101 01110011 01100001 01100010 01101001 01101100 01101001 01110100 01111001 00100000 01110000 01110010 01101111 01101010 01100101 01100011 01101111 01101101 01101101 01100101 01110010 01100011 01100101 00100000 01100100 01100001 01110100 01100001 00100000 01110101 01110011 01100001 01100010 01101001 01101100 01101001 01110100 01111001 00100000 01110000 01110010 01101111 01101010 01100101 01100011 01101111 01101101 01101101 01100101 01110010 01100011 01100101 00100000 01100100 01100001 01110100 01100001 00100000 01110101 01110011 01100001 01100010 01101001 01101100 01101001 01110100 01111001 00100000 01110000 01110010 01101111 01101010 01100101 01100011 01101111 01101101 01101101 01100101 01110010 01100011 01100101 00100000 01100100 01100001 01110100 01100001 00100000 01110101 01110011 01100001 01100010 01101001 01101100 01101001 01110100 01111001 00100000 01110000 01110010 01101111 01101010 01100101 01100011 01101111 01101101 01101101 01100101 01110010 01100011 01100101 00100000 01100100 01100001 01110100 01100001 00100000 01110101 01110011 01100001 01100010 01101001 01101100 01101001 01110100 01111001 00100000 01110000 01110010 01101111 01101010 01100101 01100011 01101111 01101101 01101101 01100101 01110010 01100011 01100101 00100000 01100100 01100001 01110100 01100001 00100000 01110101 01110011 01100001 01100010 01101001 01101100 01101001 01110100 01111001 00100000 01110000 01110010 01101111 01101010 01100101 01100011 01101111 01101101 01101101 01100101 01110010 01100011 01100101 00100000 01100100 01100001 01110100 01100001 00100000 01110101 01110011 01100001 01100010 01101001 01101100 01101001 01110100 01111001 00100000 01110000 01110010 01101111 01101010 01100101 01100011 01101111 01101101 01101101 01100101 01110010 01100011 01100101 00100000 01100100 01100001 01110100 01100001 00100000 01110101 01110011 01100001 01100010 01101001 01101100 01101001 01110100 01111001 00100000 01110000 01110010 01101111 01101010 01100101 01100011 01101111 01101101 01101101 01100101 01110010 01100011 01100101 00100000 01100100 01100001 01110100 01100001 00100000 01110101 01110011 01100001 01100010 01101001 01101100 01101001 01110100 01111001 00100000 01110000 01110010 01101111 01101010 01100101 01100011 01101111 01101101 01101101 01100101 01110010 01100011 01100101 00100000 01100100 01100001 01110100 01100001 00100000 01110101 01110011 01100001 01100010 01101001 01101100 01101001 01110100 01111001 00100000 01110000 01110010 01101111 01101010 01100101 01100011 01101111 01101101 01101101 01100101 01110010 01100011 01100101 00100000 01100100 01100001 01110100 01100001 00100000 01110101 01110011 01100001 01100010 01101001 01101100 01101001 01110100 01111001 00100000 01110000 01110010 01101111 01101010 01100101 01100011 01101111 01101101 01101101 01100101 01110010 01100011 01100101 00100000 01100100 01100001 01110100 01100001 00100000 01110101 01110011 01100001 01100010 01101001 01101100 01101001 01110100 01111001 00100000 01110000
- 25. a novel analysis or question posed to the data — visually arresting graphics and engagement with the public — open, free code and data for the public to use basic criteria
- 26. introduction motivation from open data to open knowledge demos closing
- 28. introduction motivation from open data to open knowledge demos closing
- 29. Commerce Data Usability Project commerce.gov/datausability 01100011 01101111 01101101 01101101 01100101 01110010 01100011 01100101 00100000 01100100 01100001 01110100 01100001 00100000 01110101 01110011 01100001 01100010 01101001 01101100 01101001 01110100 01111001 00100000 01110000 01110010 01101111 01101010 01100101 01100011 01101111 01101101 01101101 01100101 01110010 01100011 01100101 00100000 01100100 01100001 01110100 01100001 00100000 01110101 01110011 01100001 01100010 01101001 01101100 01101001 01110100 01111001 00100000 01110000 01110010 01101111 01101010 01100101 01100011 01101111 01101101 01101101 01100101 01110010 01100011 01100101 00100000 01100100 01100001 01110100 01100001 00100000 01110101 01110011 01100001 01100010 01101001 01101100 01101001 01110100 01111001 00100000 01110000 01110010 01101111 01101010 01100101 01100011 01101111 01101101 01101101 01100101 01110010 01100011 01100101 00100000 01100100 01100001 01110100 01100001 00100000 01110101 01110011 01100001 01100010 01101001 01101100 01101001 01110100 01111001 00100000 01110000 01110010 01101111 01101010 01100101 01100011 01101111 01101101 01101101 01100101 01110010 01100011 01100101 00100000 01100100 01100001 01110100 01100001 00100000 01110101 01110011 01100001 01100010 01101001 01101100 01101001 01110100 01111001 00100000 01110000 01110010 01101111 01101010 01100101 01100011 01101111 01101101 01101101 01100101 01110010 01100011 01100101 00100000 01100100 01100001 01110100 01100001 00100000 01110101 01110011 01100001 01100010 01101001 01101100 01101001 01110100 01111001 00100000 01110000 01110010 01101111 01101010 01100101 01100011 01101111 01101101 01101101 01100101 01110010 01100011 01100101 00100000 01100100 01100001 01110100 01100001 00100000 01110101 01110011 01100001 01100010 01101001 01101100 01101001 01110100 01111001 00100000 01110000 01110010 01101111 01101010 01100101 01100011 01101111 01101101 01101101 01100101 01110010 01100011 01100101 00100000 01100100 01100001 01110100 01100001 00100000 01110101 01110011 01100001 01100010 01101001 01101100 01101001 01110100 01111001 00100000 01110000 01110010 01101111 01101010 01100101 01100011 01101111 01101101 01101101 01100101 01110010 01100011 01100101 00100000 01100100 01100001 01110100 01100001 00100000 01110101 01110011 01100001 01100010 01101001 01101100 01101001 01110100 01111001 00100000 01110000 01110010 01101111 01101010 01100101 01100011 01101111 01101101 01101101 01100101 01110010 01100011 01100101 00100000 01100100 01100001 01110100 01100001 00100000 01110101 01110011 01100001 01100010 01101001 01101100 01101001 01110100 01111001 00100000 01110000 01110010 01101111 01101010 01100101 01100011 01101111 01101101 01101101 01100101 01110010 01100011 01100101 00100000 01100100 01100001 01110100 01100001 00100000 01110101 01110011 01100001 01100010 01101001 01101100 01101001 01110100 01111001 00100000 01110000 01110010 01101111 01101010 01100101 01100011 01101111 01101101 01101101 01100101 01110010 01100011 01100101 00100000 01100100 01100001 01110100 01100001 00100000 01110101 01110011 01100001 01100010 01101001 01101100 01101001 01110100 01111001 00100000 01110000
- 31. seeking additional contributing partners to build a robust community call for partners
- 32. jeff chen jchen1@doc.gov star ying sying@doc.gov want to contribute? contact us directly or send a note to datausability@doc.gov