├── .gitignore ├── DashApp ├── app.py ├── assets │ └── style.css └── data │ └── stockdata2.csv ├── LICENSE ├── Last Christmas ├── README.md ├── data.csv └── main.py ├── README.md ├── WM2018 ├── Phyton │ └── crawler.py ├── R │ ├── Rhelper.R │ ├── compare_scores.R │ ├── game_data.R │ └── play_game.R ├── README.md ├── WM_scores.R ├── data │ ├── bets2018.csv │ ├── fussballmathe │ │ └── results.csv │ └── history │ │ ├── 1930-Uruguay.txt │ │ ├── 1934-Italy.txt │ │ ├── 1938-France.txt │ │ ├── 1950-Brazil.txt │ │ ├── 1954-Switzerland.txt │ │ ├── 1958-Sweden.txt │ │ ├── 1962-Chile.txt │ │ ├── 1966-England.txt │ │ ├── 1970-Mexico.txt │ │ ├── 1974-Germany.txt │ │ ├── 1978-Agentina.txt │ │ ├── 1982-Spain.txt │ │ ├── 1986-Mexico.txt │ │ ├── 1990-Italy.txt │ │ ├── 1994-USA.txt │ │ ├── 1998-France.txt │ │ ├── 2002-Korea.txt │ │ ├── 2006-Germany.txt │ │ ├── 2010-South Africa.txt │ │ └── 2014-Brazil.txt └── plots │ ├── points-for-all-models.png │ └── score-distribution.png ├── airflow ├── blog.py ├── cfg.py ├── data_route.csv └── queries.py ├── apa └── APA_TimesRoman_12pt.stt ├── bash_script_collection ├── .dockerignore ├── .gitignore ├── Dockerfile ├── README.md ├── bash_script_collection.Rproj ├── docker_error_logs ├── docker_setup ├── git_repair ├── global_conf.sh ├── index.html ├── index_addins │ └── Hintergrund2.png ├── some_folder │ ├── Test Matthias.rtf │ ├── TestRobin.rtf │ ├── hello_from_the_other_side.rtf │ └── some_file └── testapp │ ├── server.R │ ├── ui.R │ └── www │ └── my_style.css ├── bayesian_regularization ├── .gitignore ├── bayesian_updating.R ├── brms_models.R ├── coeff_comparison.R ├── generalized_ridge_ols_comparison.R ├── generalized_ridge_point_estimator.R ├── rstan_model.stan └── utils.R ├── benzinpreise ├── README.md ├── stations.R ├── stations_init.R └── timeformat-test.R ├── blog.Rproj ├── bokeh_dashboard ├── .DS_Store ├── README.md ├── bokeh-dashboard-final.py ├── bokeh-hist-bar-scatter.py └── bokeh-hist-bar.py ├── community_detection └── lesmis_community_detection.R ├── compose ├── bookings │ ├── .Rprofile │ ├── .dockerignore │ ├── Dockerfile │ ├── Makefile │ ├── code │ │ ├── api.R │ │ └── run.R │ ├── data │ │ └── hotel_bookings.csv │ ├── docker-compose.yml │ ├── renv.lock │ ├── renv │ │ ├── activate.R │ │ ├── library │ │ │ └── R-3.6 │ │ │ │ └── x86_64-apple-darwin15.6.0 │ │ │ │ ├── BH │ │ │ │ ├── DBI │ │ │ │ ├── DT │ │ │ │ ├── ISOcodes │ │ │ │ ├── MASS │ │ │ │ ├── Matrix │ │ │ │ ├── NLP │ │ │ │ ├── PKI │ │ │ │ ├── R6 │ │ │ │ ├── RColorBrewer │ │ │ │ ├── RPostgres │ │ │ │ ├── Rcpp │ │ │ │ ├── RcppArmadillo │ │ │ │ ├── SQUAREM │ │ │ │ ├── SnowballC │ │ │ │ ├── TTR │ │ │ │ ├── anomalize │ │ │ │ ├── askpass │ │ │ │ ├── assertthat │ │ │ │ ├── backports │ │ │ │ ├── base64enc │ │ │ │ ├── bit │ │ │ │ ├── bit64 │ │ │ │ ├── blob │ │ │ │ ├── broom │ │ │ │ ├── callr │ │ │ │ ├── cli │ │ │ │ ├── clipr │ │ │ │ ├── colorspace │ │ │ │ ├── crayon │ │ │ │ ├── crosstalk │ │ │ │ ├── curl │ │ │ │ ├── data.table │ │ │ │ ├── desc │ │ │ │ ├── digest │ │ │ │ ├── dplyr │ │ │ │ ├── dtt │ │ │ │ ├── ellipsis │ │ │ │ ├── evaluate │ │ │ │ ├── fansi │ │ │ │ ├── farver │ │ │ │ ├── forcats │ │ │ │ ├── forecast │ │ │ │ ├── fracdiff │ │ │ │ ├── fs │ │ │ │ ├── furrr │ │ │ │ ├── future │ │ │ │ ├── generics │ │ │ │ ├── ggplot2 │ │ │ │ ├── gh │ │ │ │ ├── git2r │ │ │ │ ├── globals │ │ │ │ ├── glue │ │ │ │ ├── gower │ │ │ │ ├── gtable │ │ │ │ ├── hexbin │ │ │ │ ├── highr │ │ │ │ ├── hms │ │ │ │ ├── htmltools │ │ │ │ ├── htmlwidgets │ │ │ │ ├── httpuv │ │ │ │ ├── httr │ │ │ │ ├── hunspell │ │ │ │ ├── igraph │ │ │ │ ├── ini │ │ │ │ ├── ipred │ │ │ │ ├── janeaustenr │ │ │ │ ├── jsonlite │ │ │ │ ├── kableExtra │ │ │ │ ├── knitr │ │ │ │ ├── labeling │ │ │ │ ├── later │ │ │ │ ├── lattice │ │ │ │ ├── lava │ │ │ │ ├── lazyeval │ │ │ │ ├── lifecycle │ │ │ │ ├── listenv │ │ │ │ ├── lmtest │ │ │ │ ├── lubridate │ │ │ │ ├── magrittr │ │ │ │ ├── markdown │ │ │ │ ├── mgcv │ │ │ │ ├── mime │ │ │ │ ├── munsell │ │ │ │ ├── nlme │ │ │ │ ├── numDeriv │ │ │ │ ├── odbc │ │ │ │ ├── openssl │ │ │ │ ├── padr │ │ │ │ ├── pillar │ │ │ │ ├── pkgconfig │ │ │ │ ├── plogr │ │ │ │ ├── plotly │ │ │ │ ├── plumber │ │ │ │ ├── plyr │ │ │ │ ├── prettyunits │ │ │ │ ├── processx │ │ │ │ ├── prodlim │ │ │ │ ├── progress │ │ │ │ ├── promises │ │ │ │ ├── ps │ │ │ │ ├── purrr │ │ │ │ ├── quadprog │ │ │ │ ├── quantmod │ │ │ │ ├── readr │ │ │ │ ├── recipes │ │ │ │ ├── rematch2 │ │ │ │ ├── renv │ │ │ │ ├── DESCRIPTION │ │ │ │ ├── INDEX │ │ │ │ ├── LICENSE │ │ │ │ ├── Meta │ │ │ │ │ ├── Rd.rds │ │ │ │ │ ├── features.rds │ │ │ │ │ ├── hsearch.rds │ │ │ │ │ ├── links.rds │ │ │ │ │ ├── nsInfo.rds │ │ │ │ │ ├── package.rds │ │ │ │ │ └── vignette.rds │ │ │ │ ├── NAMESPACE │ │ │ │ ├── NEWS.md │ │ │ │ ├── R │ │ │ │ │ ├── renv │ │ │ │ │ ├── renv.rdb │ │ │ │ │ └── renv.rdx │ │ │ │ ├── doc │ │ │ │ │ ├── ci.R │ │ │ │ │ ├── ci.Rmd │ │ │ │ │ ├── ci.html │ │ │ │ │ ├── collaborating.R │ │ │ │ │ ├── collaborating.Rmd │ │ │ │ │ ├── collaborating.html │ │ │ │ │ ├── docker.R │ │ │ │ │ ├── docker.Rmd │ │ │ │ │ ├── docker.html │ │ │ │ │ ├── faq.R │ │ │ │ │ ├── faq.Rmd │ │ │ │ │ ├── faq.html │ │ │ │ │ ├── index.html │ │ │ │ │ ├── local-sources.R │ │ │ │ │ ├── local-sources.Rmd │ │ │ │ │ ├── local-sources.html │ │ │ │ │ ├── lockfile.R │ │ │ │ │ ├── lockfile.Rmd │ │ │ │ │ ├── lockfile.html │ │ │ │ │ ├── packages.R │ │ │ │ │ ├── packages.Rmd │ │ │ │ │ ├── packages.html │ │ │ │ │ ├── python.R │ │ │ │ │ ├── python.Rmd │ │ │ │ │ ├── python.html │ │ │ │ │ ├── renv.R │ │ │ │ │ ├── renv.Rmd │ │ │ │ │ └── renv.html │ │ │ │ ├── help │ │ │ │ │ ├── AnIndex │ │ │ │ │ ├── aliases.rds │ │ │ │ │ ├── paths.rds │ │ │ │ │ ├── renv.rdb │ │ │ │ │ └── renv.rdx │ │ │ │ ├── html │ │ │ │ │ ├── 00Index.html │ │ │ │ │ └── R.css │ │ │ │ └── resources │ │ │ │ │ ├── WELCOME │ │ │ │ │ ├── activate.R │ │ │ │ │ ├── scripts-git-askpass.sh │ │ │ │ │ └── scripts-repos-cache.R │ │ │ │ ├── reshape2 │ │ │ │ ├── rjson │ │ │ │ ├── rlang │ │ │ │ ├── rmarkdown │ │ │ │ ├── rprojroot │ │ │ │ ├── rsample │ │ │ │ ├── rstudioapi │ │ │ │ ├── rtweet │ │ │ │ ├── rvest │ │ │ │ ├── scales │ │ │ │ ├── selectr │ │ │ │ ├── slam │ │ │ │ ├── slider │ │ │ │ ├── stopwords │ │ │ │ ├── stringi │ │ │ │ ├── stringr │ │ │ │ ├── sweep │ │ │ │ ├── sys │ │ │ │ ├── syuzhet │ │ │ │ ├── textshape │ │ │ │ ├── tibble │ │ │ │ ├── tibbletime │ │ │ │ ├── tidyr │ │ │ │ ├── tidyselect │ │ │ │ ├── tidytext │ │ │ │ ├── timeDate │ │ │ │ ├── timetk │ │ │ │ ├── tinytex │ │ │ │ ├── tm │ │ │ │ ├── tokenizers │ │ │ │ ├── tseries │ │ │ │ ├── twitteR │ │ │ │ ├── urca │ │ │ │ ├── usethis │ │ │ │ ├── utf8 │ │ │ │ ├── vctrs │ │ │ │ ├── viridisLite │ │ │ │ ├── warp │ │ │ │ ├── webshot │ │ │ │ ├── whisker │ │ │ │ ├── withr │ │ │ │ ├── wordcloud │ │ │ │ ├── xfun │ │ │ │ ├── xml2 │ │ │ │ ├── xts │ │ │ │ ├── yaml │ │ │ │ └── zoo │ │ └── settings.dcf │ └── startup.sh └── lb │ ├── Dockerfile │ ├── Makefile │ ├── default.conf │ └── ssl │ ├── certs │ ├── cert.pem │ └── nginx-selfsigned.crt │ └── private │ ├── key.pem │ └── nginx-selfsigned.key ├── cross-validation ├── README.md └── cv_from_scratch.R ├── dive └── dive.R ├── dynamic-shinyUI-pt1 ├── code │ ├── dynamic_boxes.R │ ├── dynamic_tabs.R │ └── static_boxes.R ├── images │ ├── Bildschirmfoto 2019-08-14 um 09.44.53.png │ └── Bildschirmfoto 2019-08-14 um 09.45.46.png └── shiny_dynamic_ui.md ├── dynamic-shinyUI-pt2 ├── code │ ├── example1.R │ └── example2.R ├── images │ ├── error.png │ └── example1.png └── shiny_dynamic_ui_2.md ├── flexdashboard ├── diamonds_dash.Rmd └── resources │ ├── STATWORX_2.jpg │ └── bootstrap.css ├── flowchart ├── README.md ├── R_network_functions │ ├── dataprep │ │ └── foo_01.R │ ├── method │ │ └── foo_02.R │ ├── script_01.R │ └── script_02.R ├── create_network.R ├── getnetwork.R └── plots │ ├── example-network-helfRlein.png │ └── improved-network.png ├── food_for_regression ├── .DS_Store └── code │ ├── code_food_for_regression2.R │ └── food_for_regression_post1.R ├── interactive_histogram ├── README.md ├── interactive_histogram.ipynb └── interactive_histogram.py ├── interactive_network_visualization ├── global.R ├── lesmis_network.R ├── server.R └── ui.R ├── movie_recommendation ├── app.R ├── data_server.R ├── load_data.R └── ui_server.R ├── pandas_vs_datatable ├── README.md ├── code │ ├── analysis.py │ ├── arrange.R │ ├── arrange.py │ ├── create_datasets.R │ ├── create_szenarios.R │ ├── filter.R │ ├── filter.py │ ├── functions.R │ ├── mutate.R │ ├── mutate.py │ ├── select.R │ ├── select.py │ ├── summarise.R │ └── summarize.py ├── data │ └── .DS_Store └── output │ └── .DS_Store ├── r-script-in-docker ├── .gitignore ├── 01_data │ ├── .gitignore │ ├── us-500.csv │ └── us-500.zip ├── 02_code │ ├── install_packages.R │ ├── myScript.R │ └── myScriptFinal.R ├── 03_output │ └── .gitignore ├── 2019-02-22_r-script-in-docker.md ├── Dockerfile ├── Dockerfile.final ├── R-Script in Docker.Rproj ├── docker build.png └── docker run.png ├── requirements.txt ├── shiny_friend_scorer ├── data │ ├── friend_score.RDS │ ├── raw │ │ ├── friend_score.csv │ │ └── visit_log.csv │ └── visit_log.RDS ├── functions │ └── utils.R ├── global.R ├── misc │ └── init_friend_data.R ├── server.R └── ui.R ├── shinyapp-in-docker ├── .gitignore ├── Dockerfile └── example-app │ ├── .gitignore │ ├── example-app.Rproj │ ├── global.R │ ├── renv.lock │ ├── renv │ ├── .gitignore │ ├── activate.R │ └── settings.dcf │ ├── server.R │ └── ui.R ├── slackemoji ├── How we use emojis.md ├── Slack_export │ └── example │ │ ├── 2017-11-14.json │ │ └── 2018-03-22.json ├── emojis │ ├── emoji_categories.json │ ├── emojilist.txt │ └── new_emojilist.txt ├── eval_emoji.R └── plots │ ├── emoji-category.png │ ├── emoji-network-category.html │ ├── emoji-network-category_files │ ├── d3-4.5.0 │ │ ├── LICENSE │ │ └── d3.min.js │ ├── htmlwidgets-1.3 │ │ └── htmlwidgets.js │ ├── sankey-1 │ │ ├── d3-4.5.0 │ │ │ ├── LICENSE │ │ │ └── d3.min.js │ │ └── sankey.js │ └── sankeyNetwork-binding-0.4 │ │ └── sankeyNetwork.js │ ├── emoji-over-day-with-icon.svg │ ├── 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