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Biobyte 2 - Exploratory data analysis

By Sam S Donovan

University of Pittsburgh

This short activity can be used to introduce the concept of exploratory data analysis and get participants to think about how this data science strategy is complementary to having students interpret graphs.

Listed in Teaching Materials | resource by group Data Science in Undergraduate Biology Education (DS-UBE)

Version 1.0 - published on 14 Aug 2019 doi:10.25334/9W94-0F23 - cite this

Licensed under CC Attribution-ShareAlike 4.0 International according to these terms

CODAP_interface.png R_for_DS.png

Description

This 30 minute large group activity is designed to help learners think about how data science principles and practices connect with undergraduate biology education. It introduces the idea of exploratory data analysis by having participants engage with CODAP - Common Online Data Analysis Platform from the Concord Consortium. The activity can be done in small groups around a single laptop. Groups work with data from National Health and Nutrition Examination Survey (NHANES) and use exploratory data analysis to orient to the dataset and identify some patterns that they find interesting. Then they generate a few questions and try to build a visualization to address them. These products can easily be saved and shared as editable CODAP instances.

There is a discussion forum where you are encouraged to ask questions, share ideas for how to use these materials and make them better.

 

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Notes

This is version 1 as presented at the 2019 BioQUEST / QUBES Summer Workshop titled, “Evolution of Data in the Classroom: From Data to Data Science”.

Data Science in Undergraduate Biology Education (DS-UBE)

Data Science in Undergraduate Biology Education (DS-UBE) group image

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