FigBoxplotViolin_airquality.ipynb

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    "- By [lazarusA](https://lazarusa.github.io/Webpage/index.html)"
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      ],
      "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": [
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       "<path style=\"fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;\" d=\"M 498.980469 245.054688 L 546.03125 245.054688 \"/>\n",
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       "<path style=\"fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;\" d=\"M 58.5 349 L 570.5 349 \"/>\n",
       "<path style=\"fill:none;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke:rgb(0%,0%,0%);stroke-opacity:1;stroke-miterlimit:10;\" d=\"M 59 349.5 L 59 29.5 \"/>\n",
       "</g>\n",
       "</svg>\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": []
  }
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