{"Package":"see","Type":"Package","Title":"Visualisation Toolbox for 'easystats' and Extra Geoms, Themes and Color Palettes for 'ggplot2'","Version":"0.5.1.1","Authors@R":"c(\nperson(\"Daniel\",\n\"Ldecke\",\nrole = c(\"aut\", \"cre\"),\nemail = \"d.luedecke@uke.de\",\ncomment = c(ORCID = \"0000-0002-8895-3206\")),\nperson(\"Dominique\",\n\"Makowski\",\nemail = \"dom.makowski@gmail.com\",\nrole = c(\"aut\", \"inv\"),\ncomment = c(ORCID = \"0000-0001-5375-9967\")),\nperson(\"Philip\",\n\"Waggoner\",\nemail = \"philip.waggoner@gmail.com\",\nrole = c(\"aut\", \"ctb\"),\ncomment = c(ORCID = \"0000-0002-7825-7573\")),\nperson(\"Mattan S.\",\n\"Ben-Shachar\",\nrole = c(\"aut\"),\nemail = \"matanshm@post.bgu.ac.il\",\ncomment = c(ORCID = \"0000-0002-4287-4801\"))\n)","Maintainer":"Daniel Ldecke ","URL":"https://easystats.github.io/see/","BugReports":"https://github.com/easystats/see/issues","Description":"Provides plotting utilities supporting easystats-packages ()\nand some extra themes, geoms, and scales for 'ggplot2'. Color scales are\nbased on .","License":"GPL-3","Encoding":"UTF-8","LazyData":"true","Depends":"\nR (>= 3.2),\ngraphics,\ngrDevices,\nstats","Imports":"\nbayestestR,\ndplyr,\neffectsize,\nggplot2,\nggridges,\ninsight,\nmagrittr,\nparameters,\nrlang","Suggests":"\nbrms,\ncoda,\ncorrelation,\nemmeans,\nggraph,\nggrepel,\nglmmTMB,\ngrid,\ngridExtra,\nlavaan,\nlogspline,\nlme4,\nMASS,\nmclust,\nmetafor,\nmodelbased,\nNbClust,\nnFactors,\nperformance,\npsych,\nrandomForest,\nrmarkdown,\nrstanarm,\nsplines,\ntidygraph,\ntidyr","RoxygenNote":"7.1.1","Language":"en-GB","repoType":"github","tarballUrl":"https://api.github.com/repos/easystats/see/tarball/0.5.1","jsonAuthors":[{"name":"Daniel Ldecke","email":"d.luedecke@uke.de","maintainer":true},{"name":"Dominique Makowski","email":"dom.makowski@gmail.com","maintainer":false},{"name":"Philip Waggoner","email":"philip.waggoner@gmail.com","maintainer":false},{"name":"Mattan S. Ben-Shachar","email":"matanshm@post.bgu.ac.il","maintainer":false}],"readme":"\n# see

\n\n[![CRAN](http://www.r-pkg.org/badges/version/see)](https://cran.r-project.org/package=see)\n[![downloads](http://cranlogs.r-pkg.org/badges/see)](https://cran.r-project.org/package=see)\n[![Documentation](https://img.shields.io/badge/documentation-see-orange.svg?colorB=E91E63)](https://easystats.github.io/see/)\n\n***“Damned are those who believe without seeing”***\n\n## Installation\n\nRun the following:\n\n``` r\ninstall.packages(\"devtools\")\ndevtools::install_github(\"easystats/see\")\n```\n\n``` r\nlibrary(\"see\")\n```\n\n# Features\n\n## Themes\n\n### Modern\n\n``` r\nlibrary(ggplot2)\n\nggplot(iris, aes(x = Sepal.Width, y = Sepal.Length, color = Species)) +\n geom_point2() +\n theme_modern()\n```\n\n![](man/figures/unnamed-chunk-4-1.png)\n\n### Lucid\n\n``` r\nlibrary(ggplot2)\n\nggplot(iris, aes(x = Sepal.Width, y = Sepal.Length, color = Species)) +\n geom_point2() +\n theme_lucid()\n```\n\n![](man/figures/unnamed-chunk-5-1.png)\n\n### Blackboard\n\n``` r\nlibrary(rstanarm)\nlibrary(modelbased)\n\ndat <- rstanarm::stan_glm(Sepal.Width ~ poly(Petal.Length, 2), data = iris) %>%\n modelbased::estimate_link(keep_draws = TRUE, length = 100, draws = 250) %>%\n modelbased::reshape_draws()\n\np <- ggplot(dat, aes(x = Petal.Length, y = Draw, group = Draw_Group)) +\n geom_line(color = \"white\", alpha = 0.05) +\n scale_x_continuous(expand = c(0, 0)) +\n scale_y_continuous(expand = c(0, 0))\n\np + theme_blackboard() \n```\n\n![](man/figures/unnamed-chunk-7-1.png)\n\n### Abyss\n\n![](man/figures/unnamed-chunk-8-1.png)\n\n## Palettes\n\nThis is just one example of the available palettes. See [this\nvignette](https://easystats.github.io/see/articles/seecolorscales.html)\nfor a detailed overview of palettes and color scales.\n\n### Material design\n\n``` r\np1 <- ggplot(iris, aes(x = Species, y = Sepal.Length, fill = Species)) +\n geom_boxplot() +\n theme_modern(axis.text.angle = 45) +\n scale_fill_material_d()\n\np2 <- ggplot(iris, aes(x = Species, y = Sepal.Length, fill = Species)) +\n geom_violin() +\n theme_modern(axis.text.angle = 45) +\n scale_fill_material_d(palette = \"ice\")\n\np3 <- ggplot(iris, aes(x = Petal.Length, y = Petal.Width, color = Sepal.Length)) +\n geom_point2() +\n theme_modern() +\n scale_color_material_c(palette = \"rainbow\")\n```\n\n## Multiple plots\n\nThe `plots()` function allows us to plot the figures side by side.\n\n``` r\nplots(p1, p2, p3, n_columns = 2)\n```\n\n![](man/figures/unnamed-chunk-10-1.png)\n\nThe `plots()` function can also be used to add **tags** (*i.e.*, labels\nfor subfigures).\n\n``` r\nplots(p1, p2, p3, n_columns = 2, \n tags = paste(\"Fig. \", 1:3))\n```\n\n![](man/figures/unnamed-chunk-11-1.png)\n\n## Better looking points\n\n`geom_points2()` and `geom_jitter2()` allow points without borders and\ncontour.\n\n``` r\nnormal <- ggplot(iris, aes(x = Petal.Width, y = Sepal.Length)) +\n geom_point(size = 8, alpha = 0.3) +\n theme_modern()\n\nnew <- ggplot(iris, aes(x = Petal.Width, y = Sepal.Length)) +\n geom_point2(size = 8, alpha = 0.3) +\n theme_modern()\n\nplots(normal, new, n_columns = 2)\n```\n\n![](man/figures/unnamed-chunk-12-1.png)\n\n## Half-violin Half-dot plot\n\nCreate a half-violin half-dot plot, useful for visualising the\ndistribution and the sample size at the same time.\n\n``` r\nggplot(iris, aes(x = Species, y = Sepal.Length, fill = Species)) +\n geom_violindot(fill_dots = \"black\") +\n theme_modern() +\n scale_fill_material_d()\n```\n\n![](man/figures/unnamed-chunk-13-1.png)\n\n## Radar chart (Spider plot)\n\n``` r\nlibrary(dplyr)\nlibrary(tidyr)\n\ndata <- iris %>%\n group_by(Species) %>%\n summarise_all(mean) %>%\n pivot_longer(-Species)\n\ndata %>%\n ggplot(aes(x = name, y = value, color = Species, group = Species)) +\n geom_polygon(fill = NA, size = 2, show.legend = FALSE) +\n coord_radar(start = -pi/4) +\n theme_minimal()\n```\n\n![](man/figures/unnamed-chunk-14-1.png)\n\n## Plot functions for easystats packages\n\n### [bayestestR](https://github.com/easystats/bayestestR)\n\nPlotting functions for the **bayestestR** package are demonstrated [in\nthis\nvignette](https://easystats.github.io/see/articles/bayestestR.html).\n\n### [parameters](https://github.com/easystats/parameters)\n\nPlotting functions for the **parameters** package are demonstrated [in\nthis\nvignette](https://easystats.github.io/see/articles/parameters.html).\n\n### [performance](https://github.com/easystats/performance)\n\nPlotting functions for the **performance** package are demonstrated [in\nthis\nvignette](https://easystats.github.io/see/articles/performance.html).\n\n### [modelbased](https://github.com/easystats/modelbased)\n\nPlotting functions for the **modelbased** package are demonstrated [in\nthis\nvignette](https://easystats.github.io/see/articles/modelbased.html).\n\n### [correlation](https://github.com/easystats/correlation)\n\nPlotting functions for the **correlation** package are demonstrated [in\nthis\nvignette](https://easystats.github.io/see/articles/correlation.html).\n\n### [effectsize](https://github.com/easystats/effectsize)\n\nPlotting functions for the **effectsize** package are demonstrated [in\nthis\nvignette](https://easystats.github.io/see/articles/effectsize.html).","jobInfo":{"package":"see","version":"0.5.1","parsingStatus":"success","parserVersion":1,"parsedAt":"2021-07-23T07:30:14+0000"}}

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