{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"- By [lazarusA](https://lazarusa.github.io/Webpage/index.html)"
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [
{
"data": {
"image/svg+xml": [
"\n",
"\n"
],
"text/plain": [
"Figure()"
]
},
"execution_count": 1,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"using RDatasets, StatsBase, KernelDensity, Colors\n",
"using CairoMakie, ColorSchemes\n",
"include(\"makieTheme6.jl\") # don't forget to include the theme\n",
"\n",
"airquality = dataset(\"datasets\", \"airquality\")\n",
"categories = [\"Ozone\", \"Solar.R\", \"Wind\", \"Temp\"] \n",
"\n",
"fig = Figure(resolution = (600, 400), font = \"sans\")\n",
"ax = Axis(fig, xlabel = \"variable\", ylabel = \"\", xticks = ([1,2,3,4],categories))\n",
"colors = ColorScheme(range(colorant\"yellow\", colorant\"red\", length=length(categories)))\n",
"\n",
"for (indx,f) in enumerate(categories)\n",
" testm = []\n",
" for v in airquality[:,f]\n",
" if v !== missing\n",
" push!(testm, v)\n",
" end\n",
" end\n",
" a = fill(indx, length(testm))\n",
" b = testm\n",
" boxplot!(a, b; whiskerwidth = 1, width = 0.35, color = (colors[indx], 0.45), \n",
" whiskercolor = (colors[indx], 1), mediancolor = :black) #show_outliers=false\n",
"end\n",
"fig[1,1] = ax\n",
"#save(\"./results/FigAirqualityBox.png\", fig, px_per_unit = 2)\n",
"fig"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [
{
"data": {
"image/svg+xml": [
"\n",
"\n"
],
"text/plain": [
"Figure()"
]
},
"execution_count": 2,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"fig = Figure(resolution = (600, 400), font = \"sans\")\n",
"ax = Axis(fig, xlabel = \"\", ylabel = \"\", xticks = ([1,2,3,4], categories) )\n",
"colors = ColorScheme(range(colorant\"black\", colorant\"red\", length=length(categories)))\n",
"\n",
"for (indx,f) in enumerate(categories)\n",
" testm = []\n",
" for v in airquality[:,f]\n",
" if v !== missing\n",
" push!(testm, v)\n",
" end\n",
" end\n",
" a = repeat([indx], inner = length(testm))\n",
" b = testm\n",
" violin!(a, b; width = 0.35, color = (colors[indx], 0.45), \n",
" strokecolor = colors[indx], show_median = true, mediancolor = :black)\n",
"end\n",
"fig[1,1] = ax\n",
"#save(\"./results/FigAirqualityViolin.png\", fig, px_per_unit = 2)\n",
"fig"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "Julia 1.6.0",
"language": "julia",
"name": "julia-1.6"
},
"language_info": {
"file_extension": ".jl",
"mimetype": "application/julia",
"name": "julia",
"version": "1.6.0"
}
},
"nbformat": 4,
"nbformat_minor": 2
}