Available decks
This has not only a list of the built-in decks available for the flashr package (and the tags used in the flashr package) but also HTML examples of each deck that you can test out.
Functions
R for Data Science (1st edition)
- Ch. 1 Introduction:
r4ds1 - Ch. 3 Data visualization:
r4ds3 - Ch. 5 Data transformation:
r4ds5 - Ch. 7 Exploratory data analysis:
r4ds7 - Ch. 8 Workflow: projects:
r4ds8 - Ch. 10 Tibbles:
r4ds10 - Ch. 11 Data import:
r4ds11 - Ch. 12 Tidy data:
r4ds12 - Ch. 13 Relational data:
r4ds13 - Ch. 14 Strings:
r4ds14 - Ch. 15 Factors:
r4ds15 - Ch. 16 Dates and times:
r4ds16 - Ch. 18 Pipes:
r4ds18 - Ch. 20 Vectors:
r4ds20 - Ch. 21 Iteration:
r4ds21 - Ch. 23 Model basics:
r4ds23 - Ch. 25 Many models:
r4ds25 - Ch. 27 R Markdown:
r4ds27 - Ch. 28 Graphics for communication:
r4ds28 - Ch. 29 R Markdown formats:
r4ds29 - Ch. 30 R Markdown workflow:
r4ds30
Miscellaneous decks
- Data types:
data_types - Operators:
operators - Vectors:
vectors
PsyTeachR book glossaries
PsyTeachR Fundamentals of Quantitative Analysis
- Ch. 1 Programming basics:
psyteachr_ads1 - Ch. 2 Intro to R:
psyteachr_ads2 - Ch. 3 Starting with data:
psyteachr_ads3 - Ch. 4 Data wrangling 1:
psyteachr_ads4 - Ch. 5 Data wrangling 2:
psyteachr_ads5 - Ch. 6 Data wrangling 3:
psyteachr_ads6 - Ch. 7 Intro to data visualisation:
psyteachr_ads7 - Ch. 8 Probability:
psyteachr_ads8 - Ch. 9 Correlations:
psyteachr_ads9 - Ch. 10 t-tests:
psyteachr_ads10 - Ch. 11 Power and effect sizes:
psyteachr_ads11 - Ch. 12 Screening data:
psyteachr_ads12 - Ch. 13 Visualisation:
psyteachr_ads13 - Ch. 14 One-way ANOVA:
psyteachr_ads14 - Ch. 15 Factorial ANOVA:
psyteachr_ads15 - Ch. 16 Regression:
psyteachr_ads16 - Ch. 17 Multiple regression:
psyteachr_ads17
PsyTeachR Data Skills for Reproducible Research
- Ch. 1 Getting started:
psyteachr_dsrr1 - Ch. 2 Reproducible workflows:
psyteachr_dsrr2 - Ch. 3 Data visualisation:
psyteachr_dsrr3 - Ch. 4 Working with data:
psyteachr_dsrr4 - Ch. 5 Data relations:
psyteachr_dsrr5 - Ch. 6 Tidy data:
psyteachr_dsrr6 - Ch. 7 Data wrangling:
psyteachr_dsrr7 - Ch. 8 Introduction to GLM:
psyteachr_dsrr8 - Ch. 9 Iteration & functions:
psyteachr_dsrr9 - Ch. 10 Probability & simulation:
psyteachr_dsrr10
PsyTeachR Applied Data Skills
- Ch. 1 Intro to R and RStudio:
psyteachr_ads1 - Ch. 2 Reports with R Markdown:
psyteachr_ads2 - Ch. 3 Data visualisation:
psyteachr_ads3 - Ch. 4 Data import:
psyteachr_ads4 - Ch. 5 Data summaries:
psyteachr_ads5 - Ch. 6 Practice report:
psyteachr_ads6 - Ch. 7 Data relations:
psyteachr_ads7 - Ch. 8 Data tidying:
psyteachr_ads8 - Ch. 9 Data wrangling:
psyteachr_ads9 - Ch. 10 Customising visualisations & reports:
psyteachr_ads10
If you have ideas for decks that are listed here, look into contributing your own decks.