Concept Maps

Mental models used in introductory data science lessons.

Concept Maps

dplyr

dplyr

dplyr

Monica Alonso, Greg Wilson

select

dplyr select

dplyr select

Monica Alonso, Greg Wilson

filter

dplyr filter

dplyr filter

Monica Alonso, Greg Wilson

mutate

dplyr mutate

dplyr mutate

Monica Alonso, Greg Wilson

group_by and summarize

dplyr group_by and summarize

dplyr group_by and summarize

Monica Alonso, Greg Wilson

data types

data types

data types

Meghan Sposato, Brendan Cullen, Monica Alonso

pivoting

pivoting

pivoting

Florian Schmoll, Monica Alonso

separate - extract - unite

separate - extract - unite

separate - extract - unite

Monica Alonso, Greg Wilson

factors

factors

factors

Ildiko Czeller, Graham Parsons, Monica Alonso

R Markdown

R Markdown

R Markdown

Gabriela Sandoval, Florencia D’Andrea, Yanina Bellini Saibene, Monica Alonso

regular expressions

regular expressions

regular expressions

Monica Alonso, Greg Wilson

pipe operator

pipe operator

pipe operator

Jeroen Janssens, Monica Alonso

clustering

clustering

Uli Niemann

data syndication

data syndication

Greg Wilson

Make

Make

Greg Wilson

functions

functions

Greg Wilson

program configuration

program configuration

Greg Wilson

column names

column names

Emily Riederer (originally in this blog post)

learnr tutorial

learnr tutorial

learnr tutorial

Yanina Bellini Saibene

column-wise operations

learnr tutorial

Brendan Cullen

across

across

Emma Vestesson

Boolean

across

Greg Wilson

values and variables

across

Greg Wilson

neural networks

across

Omayma Said, Greg Wilson

Under Development

visualization

This one is still unsatisfactory: please contact us with suggestions or submit a pull request to this repository.

visualization

visualization

Monica Alonso, Greg Wilson

join

This one is still unsatisfactory: please contact us with suggestions or submit a pull request to this repository.

join

Garrick Aden-Buie, Greg Wilson

Inspirations

Dates and Times

Silvia Canelón

Map

Lefkios Paikousis

Missing Values

Roman Popat

Text Analysis

Ahmad Husain Abdullah

Visualization

Corrado Lanera

RStudio Products

Carl Howe

Administering RStudio Server Pro

Andrie de Vries

RStudio Server Pro Configurations (simple and complex)

Andrie de Vries

Setting Up RStudio Server Pro

Andrie de Vries

Programs

Greg Wilson

Discussion