Upload File

Download - Bringing data science to community management: The importance of context

Transcript
Page 1: Bringing data science to community management: The importance of context

Context

Page 2: Bringing data science to community management: The importance of context

Bringing data science to community management

Donnie Berkholz@dberkholz

The importance of context

Page 3: Bringing data science to community management: The importance of context

Quantify all the things!

Flickr: koenvereeken

Page 4: Bringing data science to community management: The importance of context
Page 5: Bringing data science to community management: The importance of context
Page 6: Bringing data science to community management: The importance of context
Page 7: Bringing data science to community management: The importance of context
Page 8: Bringing data science to community management: The importance of context
Page 9: Bringing data science to community management: The importance of context
Page 10: Bringing data science to community management: The importance of context

Abstracting complex data

● Statistical variation vs unexpected outliers● Averages are not the answer● “Experimental” controls● Predictive analytics: GitHub

Page 11: Bringing data science to community management: The importance of context
Page 12: Bringing data science to community management: The importance of context
Page 13: Bringing data science to community management: The importance of context
Page 14: Bringing data science to community management: The importance of context

Top Related

The Lost Impression - “Bringing back the importance of impression in the digital world”
The Lost Impression - “Bringing back the importance of impression in the digital world”
Measuring Self-Esteem in Context: The Importance of ...download.xuebalib.com/xuebalib.com.51036.pdfMeasuring Self-Esteem in Context: The Importance of Stability of Self-Esteem in Psychological
Measuring Self-Esteem in Context: The Importance of ...download.xuebalib.com/xuebalib.com.51036.pdfMeasuring Self-Esteem in Context: The Importance of Stability of Self-Esteem in Psychological
The Challenge of Life Course Studies: Bringing Context to ...elder.web.unc.edu/files/2010/10/The-Challenge-of... · The Challenge of Life Course Studies: Bringing Context to Human
The Challenge of Life Course Studies: Bringing Context to ...elder.web.unc.edu/files/2010/10/The-Challenge-of... · The Challenge of Life Course Studies: Bringing Context to Human
Subjective-C: Bringing Context to Mobile Platform Programming
Subjective-C: Bringing Context to Mobile Platform Programming
Greco-Roman Music in Context; Bringing Sound and Music to …publicvr.org/IndexDownloads/Hawkins2011.pdf · 2011-09-14 · Greco-Roman Music in Context; Bringing Sound and Music to
Greco-Roman Music in Context; Bringing Sound and Music to …publicvr.org/IndexDownloads/Hawkins2011.pdf · 2011-09-14 · Greco-Roman Music in Context; Bringing Sound and Music to
Unit-4 Importance of Public Policy Study - Modern Context
Unit-4 Importance of Public Policy Study - Modern Context
Unit4 - Importance of Public Policy Study - Modern Context
Unit4 - Importance of Public Policy Study - Modern Context
Beyond Designing for Motivation: The Importance of Context ...equis.cs.queensu.ca/~equis/pubs/2014/richards-chiplay-14.pdf · Beyond Designing for Motivation: The Importance of Context
Beyond Designing for Motivation: The Importance of Context ...equis.cs.queensu.ca/~equis/pubs/2014/richards-chiplay-14.pdf · Beyond Designing for Motivation: The Importance of Context