├── .gitattributes ├── .gitignore ├── 0001_sqlite ├── speed-test.R ├── sqlite_20200520.Rmd ├── sqlite_20200520.md └── sqlite_20200520.nb.html ├── 0002_uuids ├── uuid_20220523.Rmd └── uuid_20220523.md ├── 0003_classification-trees ├── decision-trees_20220608.Rmd ├── decision-trees_20220608.md ├── decision-trees_20220608.nb.html └── decision-trees_20220608_files │ └── figure-gfm │ ├── unnamed-chunk-3-1.png │ ├── unnamed-chunk-3-2.png │ └── unnamed-chunk-7-1.png ├── 0004_data-wrangling-with-spark-in-r ├── thread-code.Rmd ├── thread-code.md └── thread-code.nb.html ├── 0005_modelling-with-spark-in-r ├── spark2.html ├── spark2.md ├── spark2.qmd └── spark2_files │ └── figure-html │ ├── unnamed-chunk-3-1.png │ └── unnamed-chunk-5-1.png ├── 0006_joins-with-spark-in-r ├── spark3.html ├── spark3.md └── spark3.qmd ├── 0007_parallel-processing ├── furrr.md ├── furrr.qmd ├── furrr_files │ └── figure-gfm │ │ └── unnamed-chunk-5-1.png └── times.png ├── 0008_timing-code ├── timing.md └── timing.qmd ├── 0009_spreadsheets-in-r ├── spreadsheets-in-r.md └── spreadsheets-in-r.qmd ├── 0010_dumbbell-plots ├── dumbell-plots.html ├── dumbell-plots.md ├── dumbell-plots.qmd └── dumbell-plots_files │ ├── figure-gfm │ ├── unnamed-chunk-2-1.png │ ├── unnamed-chunk-2-2.png │ ├── unnamed-chunk-2-3.png │ ├── unnamed-chunk-3-1.png │ ├── unnamed-chunk-3-2.png │ ├── unnamed-chunk-4-1.png │ ├── unnamed-chunk-4-2.png │ ├── unnamed-chunk-4-3.png │ ├── unnamed-chunk-6-1.png │ ├── unnamed-chunk-7-1.png │ ├── unnamed-chunk-7-2.png │ ├── unnamed-chunk-8-1.png │ ├── unnamed-chunk-8-2.png │ └── unnamed-chunk-9-1.png │ └── figure-html │ ├── unnamed-chunk-2-1.png │ ├── unnamed-chunk-2-2.png │ ├── unnamed-chunk-2-3.png │ ├── unnamed-chunk-3-1.png │ ├── unnamed-chunk-3-2.png │ ├── unnamed-chunk-4-1.png │ ├── unnamed-chunk-4-2.png │ ├── unnamed-chunk-4-3.png │ ├── unnamed-chunk-6-1.png │ ├── unnamed-chunk-7-1.png │ ├── unnamed-chunk-7-2.png │ ├── unnamed-chunk-8-1.png │ ├── unnamed-chunk-8-2.png │ └── unnamed-chunk-9-1.png ├── 0011_data-vis-tips-ggplot2 ├── data-vis-tips-ggplot2.html ├── data-vis-tips-ggplot2.md ├── data-vis-tips-ggplot2.qmd └── data-vis-tips-ggplot2_files │ ├── figure-gfm │ ├── unnamed-chunk-10-1.png │ ├── unnamed-chunk-10-2.png │ ├── unnamed-chunk-10-3.png │ ├── unnamed-chunk-11-1.png │ ├── unnamed-chunk-11-2.png │ ├── unnamed-chunk-2-1.png │ ├── unnamed-chunk-3-1.png │ ├── unnamed-chunk-4-1.png │ ├── unnamed-chunk-5-1.png │ ├── unnamed-chunk-6-1.png │ ├── unnamed-chunk-7-1.png │ ├── unnamed-chunk-7-2.png │ ├── unnamed-chunk-8-1.png │ └── unnamed-chunk-9-1.png │ └── figure-html │ ├── unnamed-chunk-10-1.png │ ├── unnamed-chunk-10-2.png │ ├── unnamed-chunk-10-3.png │ ├── unnamed-chunk-11-1.png │ ├── unnamed-chunk-11-2.png │ ├── unnamed-chunk-2-1.png │ ├── unnamed-chunk-3-1.png │ ├── unnamed-chunk-4-1.png │ ├── unnamed-chunk-5-1.png │ ├── unnamed-chunk-6-1.png │ ├── unnamed-chunk-7-1.png │ ├── unnamed-chunk-7-2.png │ ├── unnamed-chunk-8-1.png │ └── unnamed-chunk-9-1.png ├── 0012_data-wrangling-with-arrow-in-r ├── data-wrangling-with-arrow-in-r.html ├── data-wrangling-with-arrow-in-r.md └── data-wrangling-with-arrow-in-r.qmd ├── 0013_parquet-files-in-r ├── parquet-files-in-r.html ├── parquet-files-in-r.md └── parquet-files-in-r.qmd ├── 0014_duckdb-in-r ├── duckdb-in-r.html ├── duckdb-in-r.md └── duckdb-in-r.qmd ├── 0015_unit-testing-in-r ├── unit-testing-in-r.html ├── unit-testing-in-r.md └── unit-testing-in-r.qmd ├── 0017_documenting-code-in-r ├── documenting-code-in-r.md └── documenting-code-in-r.qmd ├── 0018_dependency-management-with-renv ├── dependency-management-with-renv.md └── dependency-management-with-renv.qmd ├── 0019_writing-functions ├── writing-functions.md ├── writing-functions.qmd └── writing-functions_files │ └── figure-gfm │ ├── unnamed-chunk-10-1.png │ ├── unnamed-chunk-9-1.png │ └── unnamed-chunk-9-2.png ├── 0020_web-scraping ├── web-scraping.md └── web-scraping.qmd ├── 0022_error-handling-with-purrr ├── error-handling-with-purrr.md └── error-handling-with-purrr.qmd ├── 0024_mapping ├── mapping.md └── mapping.qmd ├── 0025_pivot ├── pivot.md └── pivot.qmd ├── 0026_factors ├── factors.md ├── factors.qmd └── factors_files │ └── figure-commonmark │ ├── plot-combine-1.png │ ├── plot-large-to-small-1.png │ ├── plot-lump-1.png │ ├── plot-manually-reorder-1.png │ ├── plot-ordered-1.png │ ├── plot-reverse-1.png │ └── plot-unordered-1.png ├── README.html ├── README.md ├── notebooks ├── decision-trees_20220608 │ ├── decision-trees_20220608.Rmd │ ├── decision-trees_20220608.md │ ├── decision-trees_20220608.nb.html │ └── decision-trees_20220608_files │ │ └── figure-gfm │ │ ├── unnamed-chunk-3-1.png │ │ ├── unnamed-chunk-3-2.png │ │ └── unnamed-chunk-7-1.png ├── furrr │ ├── furrr.md │ ├── furrr.qmd │ ├── furrr_files │ │ └── figure-gfm │ │ │ └── unnamed-chunk-5-1.png │ └── times.png ├── openxlsx │ ├── openxlsx.md │ └── openxlsx.qmd ├── spark-intro_20220615 │ ├── derby.log │ ├── thread-code.Rmd │ ├── thread-code.md │ └── thread-code.nb.html ├── spark2_20220622 │ ├── derby.log │ ├── spark2.html │ ├── spark2.md │ ├── spark2.qmd │ └── spark2_files │ │ ├── figure-html │ │ ├── unnamed-chunk-3-1.png │ │ └── unnamed-chunk-5-1.png │ │ └── libs │ │ ├── bootstrap │ │ ├── bootstrap-icons.css │ │ ├── bootstrap-icons.woff │ │ ├── bootstrap.min.css │ │ └── bootstrap.min.js │ │ ├── clipboard │ │ └── clipboard.min.js │ │ └── quarto-html │ │ ├── anchor.min.js │ │ ├── popper.min.js │ │ ├── quarto-syntax-highlighting.css │ │ ├── quarto.js │ │ ├── tippy.css │ │ └── tippy.umd.min.js ├── spark3_20220628 │ ├── spark3.html │ ├── spark3.md │ └── spark3.qmd ├── sqlite_20200520 │ ├── speed-test.R │ ├── sqlite_20200520.Rmd │ ├── sqlite_20200520.md │ └── sqlite_20200520.nb.html ├── timing_20220713 │ ├── timing.md │ └── timing.qmd └── uuid_20220524 │ ├── uuid_20220523.Rmd │ └── uuid_20220523.md ├── tests ├── testthat.R └── testthat │ ├── test-error.R │ ├── test-mape.R │ ├── test-mape2.R │ └── test-sse.R └── 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