November 11, 2016 // WSN, Monterey, California

Trying to do reproducible science



data_final_v2.xls



Re: FWD: data question





Sorry guys, this probably isn't reproducible science

Actually doing reproducible science


We struggled to reproduce and repeat our own work.

Data science principles and tools have changed how we do science:

  • reproducibility
  • collaboration
  • communication



Upcoming paper: how we now do reproducible science by leveraging from data science - philosophy and tools

Lowndes et al., in prep:

Data science

Data science

Science and data science

Science:

  • when is X most abundant?
  • what is Y's habitat preferences?