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Hacking Ecology: Facilitang data-intensive research in ecology A Weecology Production Ethan P. White @ethanwhite ethanwhite.org Slides: http://is.gd/hackeco OK

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Page 1: Hacking Ecology: Facilitating data-intensive research in ... · Read More (by smarter people than I): Big Data Brain Drain by Jake Vanderplas Hacking Academia by Jake Vanderplas These

Hacking Ecology: Facilitatingdata-intensive research in ecology

A Weecology Production

Ethan P. White@ethanwhite

ethanwhite.org

Slides:http://is.gd/hackeco

OK

Page 2: Hacking Ecology: Facilitating data-intensive research in ... · Read More (by smarter people than I): Big Data Brain Drain by Jake Vanderplas Hacking Academia by Jake Vanderplas These
Page 3: Hacking Ecology: Facilitating data-intensive research in ... · Read More (by smarter people than I): Big Data Brain Drain by Jake Vanderplas Hacking Academia by Jake Vanderplas These

Images: NASA JPL, jpl.nasa.gov; D. Estrin et al., environment.ucla.edu, Kokopelad, commons.wikimedia.org

Page 4: Hacking Ecology: Facilitating data-intensive research in ... · Read More (by smarter people than I): Big Data Brain Drain by Jake Vanderplas Hacking Academia by Jake Vanderplas These
Page 5: Hacking Ecology: Facilitating data-intensive research in ... · Read More (by smarter people than I): Big Data Brain Drain by Jake Vanderplas Hacking Academia by Jake Vanderplas These

EcoDataRetriever

Page 6: Hacking Ecology: Facilitating data-intensive research in ... · Read More (by smarter people than I): Big Data Brain Drain by Jake Vanderplas Hacking Academia by Jake Vanderplas These

1. Train2. Hire3. Collaborate4. Reward

Page 7: Hacking Ecology: Facilitating data-intensive research in ... · Read More (by smarter people than I): Big Data Brain Drain by Jake Vanderplas Hacking Academia by Jake Vanderplas These

Alex SzalayImage: Jake Vanderplas, https://jakevdp.github.io/blog/2014/08/22/hacking-academia/

Page 8: Hacking Ecology: Facilitating data-intensive research in ... · Read More (by smarter people than I): Big Data Brain Drain by Jake Vanderplas Hacking Academia by Jake Vanderplas These

Train

Page 9: Hacking Ecology: Facilitating data-intensive research in ... · Read More (by smarter people than I): Big Data Brain Drain by Jake Vanderplas Hacking Academia by Jake Vanderplas These

Period of Training

Days Weeks Months Years

Semester(coming soon)

ScientificProgramming

Groups

UniversityCourses

Page 10: Hacking Ecology: Facilitating data-intensive research in ... · Read More (by smarter people than I): Big Data Brain Drain by Jake Vanderplas Hacking Academia by Jake Vanderplas These

SoftwareDeveloper Researcher

Research SoftwareEngineer

Hire

Page 11: Hacking Ecology: Facilitating data-intensive research in ... · Read More (by smarter people than I): Big Data Brain Drain by Jake Vanderplas Hacking Academia by Jake Vanderplas These

Ben MorrisUndergrad

Henry SenyondoLab Engineer

Daisie HuangEngineer @ Dryad

Dan McGlinnPostdoc

Page 12: Hacking Ecology: Facilitating data-intensive research in ... · Read More (by smarter people than I): Big Data Brain Drain by Jake Vanderplas Hacking Academia by Jake Vanderplas These

Me: “I need to hire a Research Software Engineer.”

University: “A what?”

Me: “A staff position in my lab to develop software.”

University: “So, like a Statistician?”

Page 13: Hacking Ecology: Facilitating data-intensive research in ... · Read More (by smarter people than I): Big Data Brain Drain by Jake Vanderplas Hacking Academia by Jake Vanderplas These

You Gotta ShareYou Gotta Care*

* That's right, 1000 bonus points for your Dynamic Ecology bingo

Collaborate

Page 14: Hacking Ecology: Facilitating data-intensive research in ... · Read More (by smarter people than I): Big Data Brain Drain by Jake Vanderplas Hacking Academia by Jake Vanderplas These
Page 15: Hacking Ecology: Facilitating data-intensive research in ... · Read More (by smarter people than I): Big Data Brain Drain by Jake Vanderplas Hacking Academia by Jake Vanderplas These

“rOpenSci is all about community. Join us!”

https://ropensci.org/

Page 16: Hacking Ecology: Facilitating data-intensive research in ... · Read More (by smarter people than I): Big Data Brain Drain by Jake Vanderplas Hacking Academia by Jake Vanderplas These

Code is a core contribution to modern science

Reward

Page 17: Hacking Ecology: Facilitating data-intensive research in ... · Read More (by smarter people than I): Big Data Brain Drain by Jake Vanderplas Hacking Academia by Jake Vanderplas These

“academia fails to properly reward the valuable skill set of the data scientist”

– Jack Vanderplas

Page 18: Hacking Ecology: Facilitating data-intensive research in ... · Read More (by smarter people than I): Big Data Brain Drain by Jake Vanderplas Hacking Academia by Jake Vanderplas These

SoftwareDeveloper Researcher

Page 19: Hacking Ecology: Facilitating data-intensive research in ... · Read More (by smarter people than I): Big Data Brain Drain by Jake Vanderplas Hacking Academia by Jake Vanderplas These

1. Train2. Hire3. Collaborate4. Reward

Page 20: Hacking Ecology: Facilitating data-intensive research in ... · Read More (by smarter people than I): Big Data Brain Drain by Jake Vanderplas Hacking Academia by Jake Vanderplas These

Read More (by smarter people than I):

Big Data Brain Drain by Jake VanderplasHacking Academia by Jake Vanderplas

These foundations are making this future a reality: