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Reproducible Research and Analysis Sharing

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http://tiny.cc/nicar16_repro_research

Your humble moderator

Serdar Tumgoren, in search of the automated workflow Zen palace….

• @zstumgoren
• https://github.com/zstumgoren

Reproducibility on the beat

From Bill Alpert, of Preplication fame:

• http://tiny.cc/repro_research_alpert

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Open Source, courtesy

Of Mr. Groskopf

• Agate
• Proof
• csvkit
• http://bit.ly/nicar15-process-slides

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Reproducibility in broadcast

• SRF Data is the data journalism unit of Swiss Radio & TV
• We’re a team of three people
• We publish all our stories on http://srf.ch/data and in specific radio and/or TV shows
• We usually publish RMarkdown on http://srfdata.github.io
• Our workflow is automated too
• Rddj.info for the biggest R in DDJ collection
• Twitter: @srfdata / @grssnbchr

Reproducibility in a team

From Michelle Minkoff:

• 11-person data team at AP: “data project template”
• Easier to track process and work with others
• Different strategies/tools
• Importance of data edit
• Transitioning manual to automated work
• Three documentation levels
• Sharing findings with domain experts in dynamic way

Cleaning/vetting data

Deriving meaning from data

Outputting results for discussion

More: bit.ly/teamreproducibility