From 05e62b23a1c487ad0486076963c0d1beb94b584f Mon Sep 17 00:00:00 2001 From: Claus Wilke Date: Mon, 23 Dec 2024 00:47:42 -0600 Subject: [PATCH] first complete lecture slide set --- _site/search.json | 128 +- .../site_libs/revealjs/dist/theme/quarto.css | 4 +- _site/slides/aesthetic-mappings.html | 9038 ++++++++++++++++- .../four-locations-temps-by-month-1.svg | 537 + .../figure-revealjs/ggplot-color-fill-1.svg | 651 ++ .../ggplot-color-fill-params-1.svg | 651 ++ .../ggplot-color-fill-params2-1.svg | 651 ++ .../figure-revealjs/ggplot-color-fill2-1.svg | 651 ++ .../figure-revealjs/ggplot-color-fill3-1.svg | 651 ++ .../ggplot-temps-example-1.svg | 393 + .../ggplot-temps-example2-1.svg | 1854 ++++ .../ggplot-temps-example5-1.svg | 393 + .../ggplot-temps-example6-1.svg | 1854 ++++ .../ggplot-temps-example7-1.svg | 651 ++ .../ggplot-temps-example8-1.svg | 1016 ++ .../figure-revealjs/mtcars-five-scale-1.svg | 475 + .../temp-normals-vs-time-1.svg | 368 + .../figure-revealjs/unnamed-chunk-4-1.svg | 393 - _site/worksheets/aesthetic-mappings.html | 32 +- slides/Wilke-theme.scss | 24 +- slides/aesthetic-mappings.qmd | 324 +- slides/notes.txt | 3 + 22 files changed, 20281 insertions(+), 461 deletions(-) create mode 100644 _site/slides/aesthetic-mappings_files/figure-revealjs/four-locations-temps-by-month-1.svg create mode 100644 _site/slides/aesthetic-mappings_files/figure-revealjs/ggplot-color-fill-1.svg create mode 100644 _site/slides/aesthetic-mappings_files/figure-revealjs/ggplot-color-fill-params-1.svg create mode 100644 _site/slides/aesthetic-mappings_files/figure-revealjs/ggplot-color-fill-params2-1.svg create mode 100644 _site/slides/aesthetic-mappings_files/figure-revealjs/ggplot-color-fill2-1.svg create mode 100644 _site/slides/aesthetic-mappings_files/figure-revealjs/ggplot-color-fill3-1.svg create mode 100644 _site/slides/aesthetic-mappings_files/figure-revealjs/ggplot-temps-example-1.svg create mode 100644 _site/slides/aesthetic-mappings_files/figure-revealjs/ggplot-temps-example2-1.svg create mode 100644 _site/slides/aesthetic-mappings_files/figure-revealjs/ggplot-temps-example5-1.svg create mode 100644 _site/slides/aesthetic-mappings_files/figure-revealjs/ggplot-temps-example6-1.svg create mode 100644 _site/slides/aesthetic-mappings_files/figure-revealjs/ggplot-temps-example7-1.svg create mode 100644 _site/slides/aesthetic-mappings_files/figure-revealjs/ggplot-temps-example8-1.svg create mode 100644 _site/slides/aesthetic-mappings_files/figure-revealjs/mtcars-five-scale-1.svg create mode 100644 _site/slides/aesthetic-mappings_files/figure-revealjs/temp-normals-vs-time-1.svg delete mode 100644 _site/slides/aesthetic-mappings_files/figure-revealjs/unnamed-chunk-4-1.svg create mode 100644 slides/notes.txt diff --git a/_site/search.json b/_site/search.json index 3f46134..c82c0dc 100644 --- a/_site/search.json +++ b/_site/search.json @@ -18,7 +18,42 @@ "href": "slides/aesthetic-mappings.html#dataset-daily-average-temperatures-for-various-locations", "title": "Aesthetic mappings", "section": "Dataset:Daily average temperatures for various locations", - "text": "Dataset:Daily average temperatures for various locations\n\n\n\n\n\n\nlocation\nday_of_year\nmonth\ntemperature\n\n\n\n\nDeath Valley\n1\n01\n51.0\n\n\nDeath Valley\n2\n01\n51.2\n\n\nDeath Valley\n3\n01\n51.3\n\n\nDeath Valley\n4\n01\n51.4\n\n\nDeath Valley\n5\n01\n51.6\n\n\nDeath Valley\n6\n01\n51.7\n\n\nDeath Valley\n7\n01\n51.9\n\n\nDeath Valley\n8\n01\n52.0\n\n\nDeath Valley\n9\n01\n52.2\n\n\nDeath Valley\n10\n01\n52.3\n\n\nDeath Valley\n11\n01\n52.5\n\n\nDeath Valley\n12\n01\n52.7\n\n\nDeath Valley\n13\n01\n52.9\n\n\nDeath Valley\n14\n01\n53.0\n\n\nDeath Valley\n15\n01\n53.2" + "text": "Dataset:Daily average temperatures for various locations\n\n\n\n\n\n\nlocation\nday_of_year\nmonth\ntemperature\n\n\n\n\nDeath Valley\n1\n01\n51.0\n\n\nDeath Valley\n2\n01\n51.2\n\n\nDeath Valley\n3\n01\n51.3\n\n\nDeath Valley\n4\n01\n51.4\n\n\nDeath Valley\n5\n01\n51.6\n\n\nDeath Valley\n6\n01\n51.7\n\n\nDeath Valley\n7\n01\n51.9\n\n\nDeath Valley\n8\n01\n52.0\n\n\nDeath Valley\n9\n01\n52.2\n\n\nDeath Valley\n10\n01\n52.3\n\n\nDeath Valley\n11\n01\n52.5\n\n\nDeath Valley\n12\n01\n52.7\n\n\nDeath Valley\n13\n01\n52.9\n\n\nDeath Valley\n14\n01\n53.0\n\n\nDeath Valley\n15\n01\n53.2\n\n\nDeath Valley\n16\n01\n53.4\n\n\nDeath Valley\n17\n01\n53.6\n\n\nDeath Valley\n18\n01\n53.7\n\n\nDeath Valley\n19\n01\n53.9\n\n\nDeath Valley\n20\n01\n54.1\n\n\nDeath Valley\n21\n01\n54.3\n\n\nDeath Valley\n22\n01\n54.5\n\n\nDeath Valley\n23\n01\n54.6\n\n\nDeath Valley\n24\n01\n54.8\n\n\nDeath Valley\n25\n01\n55.0\n\n\nDeath Valley\n26\n01\n55.2\n\n\nDeath Valley\n27\n01\n55.4\n\n\nDeath Valley\n28\n01\n55.6\n\n\nDeath Valley\n29\n01\n55.8\n\n\nDeath Valley\n30\n01\n56.0\n\n\nDeath Valley\n31\n01\n56.2\n\n\nDeath Valley\n32\n02\n56.4\n\n\nDeath Valley\n33\n02\n56.6\n\n\nDeath Valley\n34\n02\n56.8\n\n\nDeath Valley\n35\n02\n57.0\n\n\nDeath Valley\n36\n02\n57.2\n\n\nDeath Valley\n37\n02\n57.5\n\n\nDeath Valley\n38\n02\n57.7\n\n\nDeath Valley\n39\n02\n57.9\n\n\nDeath Valley\n40\n02\n58.2\n\n\nDeath Valley\n41\n02\n58.4\n\n\nDeath Valley\n42\n02\n58.7\n\n\nDeath Valley\n43\n02\n58.9\n\n\nDeath Valley\n44\n02\n59.2\n\n\nDeath Valley\n45\n02\n59.5\n\n\nDeath Valley\n46\n02\n59.8\n\n\nDeath Valley\n47\n02\n60.1\n\n\nDeath Valley\n48\n02\n60.3\n\n\nDeath Valley\n49\n02\n60.6\n\n\nDeath Valley\n50\n02\n60.9\n\n\nDeath Valley\n51\n02\n61.2\n\n\nDeath Valley\n52\n02\n61.6\n\n\nDeath Valley\n53\n02\n61.9\n\n\nDeath Valley\n54\n02\n62.2\n\n\nDeath Valley\n55\n02\n62.5\n\n\nDeath Valley\n56\n02\n62.8\n\n\nDeath Valley\n57\n02\n63.2\n\n\nDeath Valley\n58\n02\n63.5\n\n\nDeath Valley\n59\n02\n63.8\n\n\nDeath Valley\n60\n02\n64.0\n\n\nDeath Valley\n61\n03\n64.1\n\n\nDeath Valley\n62\n03\n64.5\n\n\nDeath Valley\n63\n03\n64.8\n\n\nDeath Valley\n64\n03\n65.1\n\n\nDeath Valley\n65\n03\n65.4\n\n\nDeath Valley\n66\n03\n65.7\n\n\nDeath Valley\n67\n03\n66.0\n\n\nDeath Valley\n68\n03\n66.3\n\n\nDeath Valley\n69\n03\n66.7\n\n\nDeath Valley\n70\n03\n67.0\n\n\nDeath Valley\n71\n03\n67.2\n\n\nDeath Valley\n72\n03\n67.5\n\n\nDeath Valley\n73\n03\n67.8\n\n\nDeath Valley\n74\n03\n68.1\n\n\nDeath Valley\n75\n03\n68.4\n\n\nDeath Valley\n76\n03\n68.6\n\n\nDeath Valley\n77\n03\n68.9\n\n\nDeath Valley\n78\n03\n69.2\n\n\nDeath Valley\n79\n03\n69.4\n\n\nDeath Valley\n80\n03\n69.7\n\n\nDeath Valley\n81\n03\n69.9\n\n\nDeath Valley\n82\n03\n70.1\n\n\nDeath Valley\n83\n03\n70.4\n\n\nDeath Valley\n84\n03\n70.6\n\n\nDeath Valley\n85\n03\n70.8\n\n\nDeath Valley\n86\n03\n71.1\n\n\nDeath Valley\n87\n03\n71.3\n\n\nDeath Valley\n88\n03\n71.5\n\n\nDeath Valley\n89\n03\n71.7\n\n\nDeath Valley\n90\n03\n71.9\n\n\nDeath Valley\n91\n03\n72.2\n\n\nDeath Valley\n92\n04\n72.4\n\n\nDeath Valley\n93\n04\n72.6\n\n\nDeath Valley\n94\n04\n72.8\n\n\nDeath Valley\n95\n04\n73.1\n\n\nDeath Valley\n96\n04\n73.3\n\n\nDeath Valley\n97\n04\n73.5\n\n\nDeath Valley\n98\n04\n73.8\n\n\nDeath Valley\n99\n04\n74.0\n\n\nDeath Valley\n100\n04\n74.3\n\n\nDeath Valley\n101\n04\n74.5\n\n\nDeath Valley\n102\n04\n74.8\n\n\nDeath Valley\n103\n04\n75.1\n\n\nDeath Valley\n104\n04\n75.3\n\n\nDeath Valley\n105\n04\n75.6\n\n\nDeath Valley\n106\n04\n75.9\n\n\nDeath Valley\n107\n04\n76.2\n\n\nDeath Valley\n108\n04\n76.5\n\n\nDeath Valley\n109\n04\n76.8\n\n\nDeath Valley\n110\n04\n77.1\n\n\nDeath Valley\n111\n04\n77.5\n\n\nDeath Valley\n112\n04\n77.8\n\n\nDeath Valley\n113\n04\n78.1\n\n\nDeath Valley\n114\n04\n78.5\n\n\nDeath Valley\n115\n04\n78.8\n\n\nDeath Valley\n116\n04\n79.2\n\n\nDeath Valley\n117\n04\n79.5\n\n\nDeath Valley\n118\n04\n79.9\n\n\nDeath Valley\n119\n04\n80.3\n\n\nDeath Valley\n120\n04\n80.6\n\n\nDeath Valley\n121\n04\n81.0\n\n\nDeath Valley\n122\n05\n81.4\n\n\nDeath Valley\n123\n05\n81.7\n\n\nDeath Valley\n124\n05\n82.1\n\n\nDeath Valley\n125\n05\n82.5\n\n\nDeath Valley\n126\n05\n82.9\n\n\nDeath Valley\n127\n05\n83.2\n\n\nDeath Valley\n128\n05\n83.6\n\n\nDeath Valley\n129\n05\n84.0\n\n\nDeath Valley\n130\n05\n84.3\n\n\nDeath Valley\n131\n05\n84.7\n\n\nDeath Valley\n132\n05\n85.1\n\n\nDeath Valley\n133\n05\n85.4\n\n\nDeath Valley\n134\n05\n85.8\n\n\nDeath Valley\n135\n05\n86.1\n\n\nDeath Valley\n136\n05\n86.4\n\n\nDeath Valley\n137\n05\n86.8\n\n\nDeath Valley\n138\n05\n87.1\n\n\nDeath Valley\n139\n05\n87.4\n\n\nDeath Valley\n140\n05\n87.8\n\n\nDeath Valley\n141\n05\n88.1\n\n\nDeath Valley\n142\n05\n88.4\n\n\nDeath Valley\n143\n05\n88.7\n\n\nDeath Valley\n144\n05\n89.0\n\n\nDeath Valley\n145\n05\n89.3\n\n\nDeath Valley\n146\n05\n89.6\n\n\nDeath Valley\n147\n05\n89.9\n\n\nDeath Valley\n148\n05\n90.1\n\n\nDeath Valley\n149\n05\n90.4\n\n\nDeath Valley\n150\n05\n90.7\n\n\nDeath Valley\n151\n05\n91.0\n\n\nDeath Valley\n152\n05\n91.3\n\n\nDeath Valley\n153\n06\n91.5\n\n\nDeath Valley\n154\n06\n91.8\n\n\nDeath Valley\n155\n06\n92.1\n\n\nDeath Valley\n156\n06\n92.3\n\n\nDeath Valley\n157\n06\n92.6\n\n\nDeath Valley\n158\n06\n92.9\n\n\nDeath Valley\n159\n06\n93.1\n\n\nDeath Valley\n160\n06\n93.4\n\n\nDeath Valley\n161\n06\n93.7\n\n\nDeath Valley\n162\n06\n94.0\n\n\nDeath Valley\n163\n06\n94.2\n\n\nDeath Valley\n164\n06\n94.5\n\n\nDeath Valley\n165\n06\n94.8\n\n\nDeath Valley\n166\n06\n95.1\n\n\nDeath Valley\n167\n06\n95.4\n\n\nDeath Valley\n168\n06\n95.7\n\n\nDeath Valley\n169\n06\n95.9\n\n\nDeath Valley\n170\n06\n96.2\n\n\nDeath Valley\n171\n06\n96.5\n\n\nDeath Valley\n172\n06\n96.8\n\n\nDeath Valley\n173\n06\n97.1\n\n\nDeath Valley\n174\n06\n97.4\n\n\nDeath Valley\n175\n06\n97.7\n\n\nDeath Valley\n176\n06\n98.0\n\n\nDeath Valley\n177\n06\n98.3\n\n\nDeath Valley\n178\n06\n98.5\n\n\nDeath Valley\n179\n06\n98.8\n\n\nDeath Valley\n180\n06\n99.1\n\n\nDeath Valley\n181\n06\n99.4\n\n\nDeath Valley\n182\n06\n99.6\n\n\nDeath Valley\n183\n07\n99.9\n\n\nDeath Valley\n184\n07\n100.2\n\n\nDeath Valley\n185\n07\n100.4\n\n\nDeath Valley\n186\n07\n100.6\n\n\nDeath Valley\n187\n07\n100.9\n\n\nDeath Valley\n188\n07\n101.1\n\n\nDeath Valley\n189\n07\n101.3\n\n\nDeath Valley\n190\n07\n101.5\n\n\nDeath Valley\n191\n07\n101.7\n\n\nDeath Valley\n192\n07\n101.9\n\n\nDeath Valley\n193\n07\n102.1\n\n\nDeath Valley\n194\n07\n102.2\n\n\nDeath Valley\n195\n07\n102.4\n\n\nDeath Valley\n196\n07\n102.5\n\n\nDeath Valley\n197\n07\n102.6\n\n\nDeath Valley\n198\n07\n102.8\n\n\nDeath Valley\n199\n07\n102.9\n\n\nDeath Valley\n200\n07\n102.9\n\n\nDeath Valley\n201\n07\n103.0\n\n\nDeath Valley\n202\n07\n103.1\n\n\nDeath Valley\n203\n07\n103.1\n\n\nDeath Valley\n204\n07\n103.1\n\n\nDeath Valley\n205\n07\n103.1\n\n\nDeath Valley\n206\n07\n103.2\n\n\nDeath Valley\n207\n07\n103.1\n\n\nDeath Valley\n208\n07\n103.1\n\n\nDeath Valley\n209\n07\n103.1\n\n\nDeath Valley\n210\n07\n103.0\n\n\nDeath Valley\n211\n07\n103.0\n\n\nDeath Valley\n212\n07\n102.9\n\n\nDeath Valley\n213\n07\n102.8\n\n\nDeath Valley\n214\n08\n102.7\n\n\nDeath Valley\n215\n08\n102.6\n\n\nDeath Valley\n216\n08\n102.5\n\n\nDeath Valley\n217\n08\n102.4\n\n\nDeath Valley\n218\n08\n102.3\n\n\nDeath Valley\n219\n08\n102.2\n\n\nDeath Valley\n220\n08\n102.0\n\n\nDeath Valley\n221\n08\n101.9\n\n\nDeath Valley\n222\n08\n101.7\n\n\nDeath Valley\n223\n08\n101.5\n\n\nDeath Valley\n224\n08\n101.4\n\n\nDeath Valley\n225\n08\n101.2\n\n\nDeath Valley\n226\n08\n101.0\n\n\nDeath Valley\n227\n08\n100.8\n\n\nDeath Valley\n228\n08\n100.6\n\n\nDeath Valley\n229\n08\n100.4\n\n\nDeath Valley\n230\n08\n100.2\n\n\nDeath Valley\n231\n08\n100.0\n\n\nDeath Valley\n232\n08\n99.8\n\n\nDeath Valley\n233\n08\n99.6\n\n\nDeath Valley\n234\n08\n99.4\n\n\nDeath Valley\n235\n08\n99.1\n\n\nDeath Valley\n236\n08\n98.9\n\n\nDeath Valley\n237\n08\n98.6\n\n\nDeath Valley\n238\n08\n98.4\n\n\nDeath Valley\n239\n08\n98.1\n\n\nDeath Valley\n240\n08\n97.9\n\n\nDeath Valley\n241\n08\n97.6\n\n\nDeath Valley\n242\n08\n97.3\n\n\nDeath Valley\n243\n08\n97.1\n\n\nDeath Valley\n244\n08\n96.8\n\n\nDeath Valley\n245\n09\n96.5\n\n\nDeath Valley\n246\n09\n96.2\n\n\nDeath Valley\n247\n09\n95.9\n\n\nDeath Valley\n248\n09\n95.6\n\n\nDeath Valley\n249\n09\n95.2\n\n\nDeath Valley\n250\n09\n94.9\n\n\nDeath Valley\n251\n09\n94.6\n\n\nDeath Valley\n252\n09\n94.2\n\n\nDeath Valley\n253\n09\n93.8\n\n\nDeath Valley\n254\n09\n93.5\n\n\nDeath Valley\n255\n09\n93.1\n\n\nDeath Valley\n256\n09\n92.7\n\n\nDeath Valley\n257\n09\n92.3\n\n\nDeath Valley\n258\n09\n91.9\n\n\nDeath Valley\n259\n09\n91.5\n\n\nDeath Valley\n260\n09\n91.1\n\n\nDeath Valley\n261\n09\n90.7\n\n\nDeath Valley\n262\n09\n90.3\n\n\nDeath Valley\n263\n09\n89.8\n\n\nDeath Valley\n264\n09\n89.4\n\n\nDeath Valley\n265\n09\n88.9\n\n\nDeath Valley\n266\n09\n88.5\n\n\nDeath Valley\n267\n09\n88.0\n\n\nDeath Valley\n268\n09\n87.6\n\n\nDeath Valley\n269\n09\n87.1\n\n\nDeath Valley\n270\n09\n86.6\n\n\nDeath Valley\n271\n09\n86.1\n\n\nDeath Valley\n272\n09\n85.7\n\n\nDeath Valley\n273\n09\n85.2\n\n\nDeath Valley\n274\n09\n84.7\n\n\nDeath Valley\n275\n10\n84.2\n\n\nDeath Valley\n276\n10\n83.7\n\n\nDeath Valley\n277\n10\n83.3\n\n\nDeath Valley\n278\n10\n82.8\n\n\nDeath Valley\n279\n10\n82.3\n\n\nDeath Valley\n280\n10\n81.8\n\n\nDeath Valley\n281\n10\n81.3\n\n\nDeath Valley\n282\n10\n80.9\n\n\nDeath Valley\n283\n10\n80.4\n\n\nDeath Valley\n284\n10\n79.9\n\n\nDeath Valley\n285\n10\n79.4\n\n\nDeath Valley\n286\n10\n79.0\n\n\nDeath Valley\n287\n10\n78.5\n\n\nDeath Valley\n288\n10\n78.0\n\n\nDeath Valley\n289\n10\n77.6\n\n\nDeath Valley\n290\n10\n77.1\n\n\nDeath Valley\n291\n10\n76.6\n\n\nDeath Valley\n292\n10\n76.2\n\n\nDeath Valley\n293\n10\n75.7\n\n\nDeath Valley\n294\n10\n75.3\n\n\nDeath Valley\n295\n10\n74.8\n\n\nDeath Valley\n296\n10\n74.3\n\n\nDeath Valley\n297\n10\n73.9\n\n\nDeath Valley\n298\n10\n73.4\n\n\nDeath Valley\n299\n10\n73.0\n\n\nDeath Valley\n300\n10\n72.5\n\n\nDeath Valley\n301\n10\n72.1\n\n\nDeath Valley\n302\n10\n71.6\n\n\nDeath Valley\n303\n10\n71.1\n\n\nDeath Valley\n304\n10\n70.7\n\n\nDeath Valley\n305\n10\n70.2\n\n\nDeath Valley\n306\n11\n69.7\n\n\nDeath Valley\n307\n11\n69.3\n\n\nDeath Valley\n308\n11\n68.8\n\n\nDeath Valley\n309\n11\n68.3\n\n\nDeath Valley\n310\n11\n67.8\n\n\nDeath Valley\n311\n11\n67.3\n\n\nDeath Valley\n312\n11\n66.9\n\n\nDeath Valley\n313\n11\n66.4\n\n\nDeath Valley\n314\n11\n65.9\n\n\nDeath Valley\n315\n11\n65.4\n\n\nDeath Valley\n316\n11\n64.9\n\n\nDeath Valley\n317\n11\n64.4\n\n\nDeath Valley\n318\n11\n63.9\n\n\nDeath Valley\n319\n11\n63.3\n\n\nDeath Valley\n320\n11\n62.8\n\n\nDeath Valley\n321\n11\n62.3\n\n\nDeath Valley\n322\n11\n61.8\n\n\nDeath Valley\n323\n11\n61.3\n\n\nDeath Valley\n324\n11\n60.8\n\n\nDeath Valley\n325\n11\n60.3\n\n\nDeath Valley\n326\n11\n59.8\n\n\nDeath Valley\n327\n11\n59.3\n\n\nDeath Valley\n328\n11\n58.8\n\n\nDeath Valley\n329\n11\n58.3\n\n\nDeath Valley\n330\n11\n57.9\n\n\nDeath Valley\n331\n11\n57.4\n\n\nDeath Valley\n332\n11\n56.9\n\n\nDeath Valley\n333\n11\n56.5\n\n\nDeath Valley\n334\n11\n56.0\n\n\nDeath Valley\n335\n11\n55.6\n\n\nDeath Valley\n336\n12\n55.2\n\n\nDeath Valley\n337\n12\n54.8\n\n\nDeath Valley\n338\n12\n54.4\n\n\nDeath Valley\n339\n12\n54.0\n\n\nDeath Valley\n340\n12\n53.7\n\n\nDeath Valley\n341\n12\n53.3\n\n\nDeath Valley\n342\n12\n53.0\n\n\nDeath Valley\n343\n12\n52.7\n\n\nDeath Valley\n344\n12\n52.4\n\n\nDeath Valley\n345\n12\n52.2\n\n\nDeath Valley\n346\n12\n51.9\n\n\nDeath Valley\n347\n12\n51.7\n\n\nDeath Valley\n348\n12\n51.5\n\n\nDeath Valley\n349\n12\n51.3\n\n\nDeath Valley\n350\n12\n51.1\n\n\nDeath Valley\n351\n12\n51.0\n\n\nDeath Valley\n352\n12\n50.9\n\n\nDeath Valley\n353\n12\n50.8\n\n\nDeath Valley\n354\n12\n50.7\n\n\nDeath Valley\n355\n12\n50.6\n\n\nDeath Valley\n356\n12\n50.6\n\n\nDeath Valley\n357\n12\n50.5\n\n\nDeath Valley\n358\n12\n50.5\n\n\nDeath Valley\n359\n12\n50.5\n\n\nDeath Valley\n360\n12\n50.5\n\n\nDeath Valley\n361\n12\n50.6\n\n\nDeath Valley\n362\n12\n50.6\n\n\nDeath Valley\n363\n12\n50.7\n\n\nDeath Valley\n364\n12\n50.8\n\n\nDeath Valley\n365\n12\n50.8\n\n\nDeath 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"objectID": "slides/aesthetic-mappings.html#temperatures-mapped-onto-y-position", + "href": "slides/aesthetic-mappings.html#temperatures-mapped-onto-y-position", + "title": "Aesthetic mappings", + "section": "Temperatures mapped onto y position", + "text": "Temperatures mapped onto y position" + }, + { + "objectID": "slides/aesthetic-mappings.html#temperatures-mapped-onto-color", + "href": "slides/aesthetic-mappings.html#temperatures-mapped-onto-color", + "title": "Aesthetic mappings", + "section": "Temperatures mapped onto color", + "text": "Temperatures mapped onto color" + }, + { + "objectID": "slides/aesthetic-mappings.html#commonly-used-aesthetics", + "href": "slides/aesthetic-mappings.html#commonly-used-aesthetics", + "title": "Aesthetic mappings", + "section": "Commonly used aesthetics", + "text": "Commonly used aesthetics" + }, + { + "objectID": "slides/aesthetic-mappings.html#the-same-data-values-can-be-mapped-to-different-aesthetics", + "href": "slides/aesthetic-mappings.html#the-same-data-values-can-be-mapped-to-different-aesthetics", + "title": "Aesthetic mappings", + "section": "The same data values can be mapped to different aesthetics", + "text": "The same data values can be mapped to different aesthetics" + }, + { + "objectID": "slides/aesthetic-mappings.html#we-can-use-many-different-aesthetics-at-once", + "href": "slides/aesthetic-mappings.html#we-can-use-many-different-aesthetics-at-once", + "title": "Aesthetic mappings", + "section": "We can use many different aesthetics at once", + "text": "We can use many different aesthetics at once" }, { "objectID": "slides/aesthetic-mappings.html#getting-the-data", @@ -34,6 +69,97 @@ "section": "We define the mapping with aes()", "text": "We define the mapping with aes()\n\nggplot(\n data = temperatures,\n mapping = aes(x = day_of_year, y = temperature, color = location)\n) + \n geom_line()" }, + { + "objectID": "slides/aesthetic-mappings.html#we-define-the-mapping-with-aes-1", + "href": "slides/aesthetic-mappings.html#we-define-the-mapping-with-aes-1", + "title": "Aesthetic mappings", + "section": "We define the mapping with aes()", + "text": "We define the mapping with aes()\n\nggplot(\n data = temperatures,\n mapping = aes(x = day_of_year, y = location, color = temperature)\n) + \n geom_point(size = 5)" + }, + { + "objectID": "slides/aesthetic-mappings.html#we-frequently-omit-argument-names", + "href": "slides/aesthetic-mappings.html#we-frequently-omit-argument-names", + "title": "Aesthetic mappings", + "section": "We frequently omit argument names", + "text": "We frequently omit argument names\nLong form, all arguments are named:\nggplot(\n data = temperatures,\n mapping = aes(x = day_of_year, y = location, color = temperature)\n) + geom_point(size = 5)\n\n\nAbbreviated form, common arguments remain unnamed:\nggplot(temperatures, aes(day_of_year, location, color = temperature)) + \n geom_point(size = 5)" + }, + { + "objectID": "slides/aesthetic-mappings.html#the-geom-determines-how-the-data-is-shown", + "href": "slides/aesthetic-mappings.html#the-geom-determines-how-the-data-is-shown", + "title": "Aesthetic mappings", + "section": "The geom determines how the data is shown", + "text": "The geom determines how the data is shown\n\nggplot(temperatures, aes(day_of_year, temperature, color = location)) + \n geom_line()" + }, + { + "objectID": "slides/aesthetic-mappings.html#the-geom-determines-how-the-data-is-shown-1", + "href": "slides/aesthetic-mappings.html#the-geom-determines-how-the-data-is-shown-1", + "title": "Aesthetic mappings", + "section": "The geom determines how the data is shown", + "text": "The geom determines how the data is shown\n\nggplot(temperatures, aes(day_of_year, location, color = temperature)) + \n geom_point(size = 5)" + }, + { + "objectID": "slides/aesthetic-mappings.html#the-geom-determines-how-the-data-is-shown-2", + "href": "slides/aesthetic-mappings.html#the-geom-determines-how-the-data-is-shown-2", + "title": "Aesthetic mappings", + "section": "The geom determines how the data is shown", + "text": "The geom determines how the data is shown\n\nggplot(temperatures, aes(month, temperature, color = location)) + \n geom_boxplot()" + }, + { + "objectID": "slides/aesthetic-mappings.html#the-geom-determines-how-the-data-is-shown-3", + "href": "slides/aesthetic-mappings.html#the-geom-determines-how-the-data-is-shown-3", + "title": "Aesthetic mappings", + "section": "The geom determines how the data is shown", + "text": "The geom determines how the data is shown\n\nggplot(temperatures, aes(month, temperature, fill = location)) + \n geom_violin() + \n facet_wrap(~location) # make separate panel per location" + }, + { + "objectID": "slides/aesthetic-mappings.html#distinguish-between-color-and-fill", + "href": "slides/aesthetic-mappings.html#distinguish-between-color-and-fill", + "title": "Aesthetic mappings", + "section": "Distinguish between color and fill", + "text": "Distinguish between color and fill\n\ncolor Applies color to points, lines, text, borders\n\n\nfill Applies color to any filled areas" + }, + { + "objectID": "slides/aesthetic-mappings.html#many-geoms-use-both-color-and-fill", + "href": "slides/aesthetic-mappings.html#many-geoms-use-both-color-and-fill", + "title": "Aesthetic mappings", + "section": "Many geoms use both color and fill", + "text": "Many geoms use both color and fill\n\nggplot(temperatures, aes(month, temperature, color = location)) + \n geom_boxplot()" + }, + { + "objectID": "slides/aesthetic-mappings.html#many-geoms-use-both-color-and-fill-1", + "href": "slides/aesthetic-mappings.html#many-geoms-use-both-color-and-fill-1", + "title": "Aesthetic mappings", + "section": "Many geoms use both color and fill", + "text": "Many geoms use both color and fill\n\nggplot(temperatures, aes(month, temperature, fill = location)) + \n geom_boxplot()" + }, + { + "objectID": "slides/aesthetic-mappings.html#many-geoms-use-both-color-and-fill-2", + "href": "slides/aesthetic-mappings.html#many-geoms-use-both-color-and-fill-2", + "title": "Aesthetic mappings", + "section": "Many geoms use both color and fill", + "text": "Many geoms use both color and fill\n\nggplot(temperatures, aes(month, temperature, color = location, fill = location)) + \n geom_boxplot()" + }, + { + "objectID": "slides/aesthetic-mappings.html#aesthetics-can-also-be-used-as-parameters", + "href": "slides/aesthetic-mappings.html#aesthetics-can-also-be-used-as-parameters", + "title": "Aesthetic mappings", + "section": "Aesthetics can also be used as parameters", + "text": "Aesthetics can also be used as parameters\n\nggplot(temperatures, aes(month, temperature, fill = location)) + \n geom_boxplot(color = \"steelblue\")" + }, + { + "objectID": "slides/aesthetic-mappings.html#aesthetics-can-also-be-used-as-parameters-1", + "href": "slides/aesthetic-mappings.html#aesthetics-can-also-be-used-as-parameters-1", + "title": "Aesthetic mappings", + "section": "Aesthetics can also be used as parameters", + "text": "Aesthetics can also be used as parameters\n\nggplot(temperatures, aes(month, temperature, color = location)) + \n geom_boxplot(fill = \"steelblue\")" + }, + { + "objectID": "slides/aesthetic-mappings.html#further-reading", + "href": "slides/aesthetic-mappings.html#further-reading", + "title": "Aesthetic mappings", + "section": "Further reading", + "text": "Further reading\n\nFundamentals of Data Visualization: Chapter 2: Visualizing data\nData Visualization—A Practical Introduction: Chapter 3: Make a plot\nggplot2 reference documentation\nggplot2 book\nggplot2 cheatsheet" + }, { "objectID": "worksheets/aesthetic-mappings.html", "href": "worksheets/aesthetic-mappings.html", diff --git a/_site/site_libs/revealjs/dist/theme/quarto.css b/_site/site_libs/revealjs/dist/theme/quarto.css index 7e4d698..dbe548d 100644 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.quarto-title-authors .quarto-title-author .quarto-title-affiliation{font-size:.7em;margin-top:0px;margin-bottom:8px}.reveal .quarto-title-block .quarto-title-authors .quarto-title-author .quarto-title-affiliation:first{margin-top:12px}/*# sourceMappingURL=f95d2bded9c28492b788fe14c3e9f347.css.map */ diff --git a/_site/slides/aesthetic-mappings.html b/_site/slides/aesthetic-mappings.html index b88ee38..0af1c6d 100644 --- a/_site/slides/aesthetic-mappings.html +++ b/_site/slides/aesthetic-mappings.html @@ -10,6 +10,7 @@ + SDS 366 – Aesthetic mappings @@ -393,6 +394,11 @@

Aesthetic mappings

+
+
+Claus O. Wilke +
+
@@ -401,7 +407,7 @@

Aesthetic mappings

Plots map data onto graphical elements

-
+

Dataset:
Daily average temperatures for various locations

@@ -506,46 +512,8998 @@

Dataset:
Daily average temperatures for various locations

01 53.2 - - - - -
-
- -
-
-
-

Creating aesthetic mappings in ggplot

- -
-
-

Getting the data

-

All examples will use the temperatures dataset:

-
-
-
temperatures <- read_csv("https://wilkelab.org/SDS375/datasets/tempnormals.csv") |>
-  mutate(
-    location = factor(
-      location, levels = c("Death Valley", "Houston", "San Diego", "Chicago")
-    )
-  ) |>
-  select(location, station_id, day_of_year, month, temperature)
-
-
-
-
-

We define the mapping with aes()

-
-
ggplot(
-  data = temperatures,
-  mapping = aes(x = day_of_year, y = temperature, color = location)
-) + 
-  geom_line()
- -
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Diego +142 +05 +63.6 + + +San Diego +143 +05 +63.6 + + +San Diego +144 +05 +63.7 + + +San Diego +145 +05 +63.8 + + +San Diego +146 +05 +63.8 + + +San Diego +147 +05 +63.9 + + +San Diego +148 +05 +64.0 + + +San Diego +149 +05 +64.0 + + +San Diego +150 +05 +64.1 + + +San Diego +151 +05 +64.2 + + +San Diego +152 +05 +64.3 + + +San Diego +153 +06 +64.4 + + +San Diego +154 +06 +64.5 + + +San Diego +155 +06 +64.6 + + +San Diego +156 +06 +64.7 + + +San Diego +157 +06 +64.8 + + +San Diego +158 +06 +65.0 + + +San Diego +159 +06 +65.1 + + +San Diego +160 +06 +65.2 + + +San Diego +161 +06 +65.4 + + +San Diego +162 +06 +65.5 + + +San Diego +163 +06 +65.7 + + +San Diego +164 +06 +65.8 + + +San Diego +165 +06 +66.0 + + +San Diego +166 +06 +66.2 + + +San Diego +167 +06 +66.3 + + +San Diego +168 +06 +66.5 + + +San Diego +169 +06 +66.7 + + +San Diego +170 +06 +66.9 + + +San Diego +171 +06 +67.1 + + +San Diego +172 +06 +67.2 + + +San Diego +173 +06 +67.4 + + +San Diego +174 +06 +67.6 + + +San Diego +175 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+
+

Temperatures mapped onto y position

+
+
+
+
+

+
 
+
+
+
+
+
+
+

Temperatures mapped onto color

+


+
+
+
+
+

+
 
+
+
+
+
+
+
+

Commonly used aesthetics

+
+
+

+
+
+
+
+

The same data values can be mapped to different aesthetics

+
+
+

+
+
+
+
+

We can use many different aesthetics at once

+
+
+
+
+

+
 
+
+
+
+
+ +
+
+
+

Creating aesthetic mappings in ggplot

+ +
+
+

Getting the data

+

All examples will use the temperatures dataset:

+
+
+
temperatures <- read_csv("https://wilkelab.org/SDS375/datasets/tempnormals.csv") |>
+  mutate(
+    location = factor(
+      location, levels = c("Death Valley", "Houston", "San Diego", "Chicago")
+    )
+  ) |>
+  select(location, station_id, day_of_year, month, temperature)
+
+
+
+
+

We define the mapping with aes()

+
+
ggplot(
+  data = temperatures,
+  mapping = aes(x = day_of_year, y = temperature, color = location)
+) + 
+  geom_line()
+
+
+
+

+
 
+
+
+
+
+
+
+

We define the mapping with aes()

+
+
ggplot(
+  data = temperatures,
+  mapping = aes(x = day_of_year, y = location, color = temperature)
+) + 
+  geom_point(size = 5)
+
+
+
+

+
 
+
+
+
+
+
+
+

We frequently omit argument names

+

Long form, all arguments are named:

+
ggplot(
+  data = temperatures,
+  mapping = aes(x = day_of_year, y = location, color = temperature)
+) + geom_point(size = 5)
+
+


+

Abbreviated form, common arguments remain unnamed:

+
ggplot(temperatures, aes(day_of_year, location, color = temperature)) + 
+  geom_point(size = 5)
+
+
+
+

The geom determines how the data is shown

+
+
ggplot(temperatures, aes(day_of_year, temperature, color = location)) + 
+  geom_line()
+
+
+
+

+
 
+
+
+
+
+
+
+

The geom determines how the data is shown

+
+
ggplot(temperatures, aes(day_of_year, location, color = temperature)) + 
+  geom_point(size = 5)
+
+
+
+

+
 
+
+
+
+
+
+
+

The geom determines how the data is shown

+
+
ggplot(temperatures, aes(month, temperature, color = location)) + 
+  geom_boxplot()
+
+
+
+

+
 
+
+
+
+
+
+
+

The geom determines how the data is shown

+
+
ggplot(temperatures, aes(month, temperature, fill = location)) + 
+  geom_violin() + 
+  facet_wrap(~location) # make separate panel per location
+
+
+
+

+
 
+
+
+
+
+ +
+
+
+

Important: Distinguish between color and fill

+ +
+
+

Distinguish between color and fill

+


+

color
Applies color to points, lines, text, borders

+
+


+

fill
Applies color to any filled areas

+
+
+
+

Many geoms use both color and fill

+
+
ggplot(temperatures, aes(month, temperature, color = location)) + 
+  geom_boxplot()
+
+
+
+

+
 
+
+
+
+
+
+
+

Many geoms use both color and fill

+
+
ggplot(temperatures, aes(month, temperature, fill = location)) + 
+  geom_boxplot()
+
+
+
+

+
 
+
+
+
+
+
+
+

Many geoms use both color and fill

+
+
ggplot(temperatures, aes(month, temperature, color = location, fill = location)) + 
+  geom_boxplot()
+
+
+
+

+
 
+
+
+
+
+
+
+

Aesthetics can also be used as parameters

+
+
ggplot(temperatures, aes(month, temperature, fill = location)) + 
+  geom_boxplot(color = "steelblue")
+
+
+
+

+
 
+
+
+
+
+
+
+

Aesthetics can also be used as parameters

+
+
ggplot(temperatures, aes(month, temperature, color = location)) + 
+  geom_boxplot(fill = "steelblue")
+
+
+
+

+
 
+
+
+
+
+ +
+
+

Further reading

+ -
+
diff --git a/_site/slides/aesthetic-mappings_files/figure-revealjs/four-locations-temps-by-month-1.svg b/_site/slides/aesthetic-mappings_files/figure-revealjs/four-locations-temps-by-month-1.svg new file mode 100644 index 0000000..d4d6d46 --- /dev/null +++ b/_site/slides/aesthetic-mappings_files/figure-revealjs/four-locations-temps-by-month-1.svg @@ -0,0 +1,537 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/_site/slides/aesthetic-mappings_files/figure-revealjs/ggplot-color-fill-1.svg b/_site/slides/aesthetic-mappings_files/figure-revealjs/ggplot-color-fill-1.svg new file mode 100644 index 0000000..640a48e --- /dev/null +++ b/_site/slides/aesthetic-mappings_files/figure-revealjs/ggplot-color-fill-1.svg @@ -0,0 +1,651 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + 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file mode 100644 index 0000000..1d54a2c --- /dev/null +++ b/_site/slides/aesthetic-mappings_files/figure-revealjs/ggplot-temps-example8-1.svg @@ -0,0 +1,1016 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + 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+ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/_site/slides/aesthetic-mappings_files/figure-revealjs/unnamed-chunk-4-1.svg b/_site/slides/aesthetic-mappings_files/figure-revealjs/unnamed-chunk-4-1.svg deleted file mode 100644 index 1fe8a57..0000000 --- a/_site/slides/aesthetic-mappings_files/figure-revealjs/unnamed-chunk-4-1.svg +++ /dev/null @@ -1,393 +0,0 @@ - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - diff --git a/_site/worksheets/aesthetic-mappings.html b/_site/worksheets/aesthetic-mappings.html index 8332cc3..ed2844f 100644 --- a/_site/worksheets/aesthetic-mappings.html +++ b/_site/worksheets/aesthetic-mappings.html @@ -212,7 +212,7 @@

Introduction

@@ -223,7 +223,7 @@

Introduction

@@ -238,7 +238,7 @@

Basic use of ggplot @@ -268,7 +268,7 @@

Basic use of ggplot @@ -298,7 +298,7 @@

Basic use of ggplot @@ -331,7 +331,7 @@

More complex geoms

@@ -380,7 +380,7 @@

More complex geoms

@@ -432,7 +432,7 @@

Adding color

@@ -443,7 +443,7 @@

Adding color

@@ -492,7 +492,7 @@

Adding color

@@ -544,7 +544,7 @@

Using the f @@ -593,7 +593,7 @@

Using the f @@ -646,7 +646,7 @@

Using aesth @@ -695,7 +695,7 @@

Using aesth @@ -740,10 +740,10 @@

Using aesth
diff --git a/slides/Wilke-theme.scss b/slides/Wilke-theme.scss index 5dbea57..22b556f 100644 --- a/slides/Wilke-theme.scss +++ b/slides/Wilke-theme.scss @@ -14,13 +14,29 @@ $font-family-sans-serif: 'Lato', Arial, sans-serif; $font-family-monospace: 'Roboto Mono', 'Lucida Console', Monaco, Consolas, monospace; $presentation-heading-font: 'Roboto Condensed', 'Arial Narrow OS', Arial, sans-serif; $presentation-font-size-root: 26px; -$presentation-h1-font-size: 2.5em; +$presentation-h1-font-size: 2em; $presentation-h2-font-size: 2em; $presentation-h3-font-size: 1.6em; $presentation-h4-font-size: 1.6em; $presentation-heading-font-weight: 400; $code-block-font-size: 0.86em; -.small-font { font-size: 0.86em !important; } -.tiny-font { font-size: 0.66em !important; } -.xtiny-font { font-size: 0.60em !important; } +.small-font { font-size: 0.86em; } +.tiny-font { font-size: 0.66em; } +.xtiny-font { font-size: 0.60em; } + +.reveal h1 { + color: red; + text-align: center; + margin: 0 !important; +} + +/* Make inline code slightly smaller; prevents vertical jumps + from slides with to slides without inline code. + + Inline code is not a child of 
, hence the not selector.
+*/ 
+   
+.reveal code:not(pre > code) {
+  font-size: 0.94em; line-height: 1.0;
+}
diff --git a/slides/aesthetic-mappings.qmd b/slides/aesthetic-mappings.qmd
index 809c5de..3dbff5d 100644
--- a/slides/aesthetic-mappings.qmd
+++ b/slides/aesthetic-mappings.qmd
@@ -1,12 +1,13 @@
 ---
 title: "Aesthetic mappings"
+author: "Claus O. Wilke"
 format: 
   revealjs:
     theme:
       - default
       - Wilke-theme.scss
+    auto-stretch: false
 execute:
-  fig-dpi: 600
   fig-format: svg
   fig-asp: 0.618
   fig-width: 5.5
@@ -19,8 +20,9 @@ library(cowplot)
 library(colorspace)
 
 # ggplot2 settings so plots scale well for slide size 
-theme_set(theme_gray(16)) # 16 for full width, 18 for half width 
-update_geom_defaults("point", list(size = 2)) # 2 for full width, 2.5 for half width
+theme_set(theme_gray(14))
+update_geom_defaults("point", list(size = 2))
+update_geom_defaults("line", list(linewidth = 1))
 
 # this function should be added to cowplot
 align_legend <- function(p, hjust = 0.5)
@@ -60,7 +62,7 @@ align_legend <- function(p, hjust = 0.5)
 
 # Plots map data onto graphical elements
 
-## Dataset:
Daily average temperatures for various locations
+## Dataset:
Daily average temperatures for various locations {.scrollable}
 
 ::: {.small-font}
 ```{r echo=FALSE, message=FALSE}
@@ -73,11 +75,137 @@ temps_long <- read_csv("https://wilkelab.org/SDS375/datasets/tempnormals.csv") |
 
 temps_long |>
   select(location, day_of_year, month, temperature) |>
-  head(n = 15L) |>
+  #head(n = 15L) |>
   knitr::kable("html")
 ```
 :::
 
+## Temperatures mapped onto y position
+
+```{r}
+#| label: temp-normals-vs-time
+#| echo: false
+#| message: false
+#| fig-width: 7
+#| fig-cap: " "
+#| out-width: "80%"
+ggplot(temps_long, aes(x = date, y = temperature, color = location)) +
+  geom_line(linewidth = 1) +
+  scale_x_date(
+    name = "month",
+    limits = c(ymd("0000-01-01"), ymd("0001-01-04")),
+    breaks = c(
+      ymd("0000-01-01"), ymd("0000-04-01"), ymd("0000-07-01"),
+      ymd("0000-10-01"), ymd("0001-01-01")
+    ),
+    labels = c("Jan", "Apr", "Jul", "Oct", "Jan"), expand = c(1/366, 0)
+  ) + 
+  scale_y_continuous(
+    limits = c(19.9, 107),
+    breaks = seq(20, 100, by = 20),
+    name = "temperature (°F)"
+  ) +
+  scale_color_manual(
+    name = NULL,
+    values = c("#E69F00", "#56B4E9", "#009E73", "#CC79A7")
+  ) +
+  theme_minimal_grid(16)
+```
+
+## Temperatures mapped onto color
+
+

+
+```{r}
+#| label: four-locations-temps-by-month
+#| echo: false
+#| message: false
+#| fig-width: 8.5
+#| fig-asp: 0.3
+#| fig-cap: " "
+#| out-width: "100%"
+
+mean_temps <- temps_long %>%
+  group_by(location, month_name) %>%
+  summarize(mean = mean(temperature)) %>%
+  mutate(
+    month_name = factor(
+      month_name,
+      levels = c("Jan", "Feb", "Mar", "Apr", "May", "Jun", "Jul", "Aug", "Sep", "Oct", "Nov", "Dec")
+    )
+  )
+
+ggplot(mean_temps, aes(x = month_name, y = location, fill = mean)) + 
+  geom_tile(width = .95, height = 0.95) + 
+  scale_fill_viridis_c(
+    option = "B", begin = 0.15, end = 0.98,
+    name = "temperature (°F)"
+  ) + 
+  scale_x_discrete(name = "month") +
+  scale_y_discrete(name = NULL) +
+  coord_fixed(expand = FALSE) +
+  theme_half_open(16) +
+  theme(
+    axis.line = element_blank(),
+    axis.ticks = element_blank(),
+    legend.title = element_text(size = 14, hjust = 0.5)
+  )
+```
+
+## Commonly used aesthetics
+
+![](https://clauswilke.com/dataviz/aesthetic_mapping_files/figure-html/common-aesthetics-1.png){width=90% fig-align="center"}
+
+## The same data values can be mapped to different aesthetics
+
+![](https://clauswilke.com/dataviz/aesthetic_mapping_files/figure-html/basic-scales-example-1.png){width=90% fig-align="center"}
+
+## We can use many different aesthetics at once
+
+```{r}
+#| label: mtcars-five-scale
+#| echo: false
+#| message: false
+#| fig-width: 6
+#| fig-asp: 0.8
+#| fig-cap: " "
+#| out-width: "60%"
+ggplot(mtcars, aes(disp, mpg, fill = hp, shape = factor(cyl), size = wt)) + 
+  geom_point(color = "white") +
+  scale_shape_manual(values = c(23, 24, 21), name = "cylinders") +
+  scale_fill_continuous_sequential(
+    palette = "Emrld", name = "power (hp)",
+    breaks = c(100, 200, 300),
+    rev = FALSE
+  ) +
+  xlab("displacement (cu. in.)") +
+  ylab("fuel efficiency (mpg)") +
+  guides(
+    fill = guide_colorbar(order = 1),
+    shape = guide_legend(
+      override.aes = list(size = 4, fill = "#329D84"),
+      order = 3
+    ),
+    size = guide_legend(
+      override.aes = list(shape = 21, fill = "#329D84"),
+      title = "weight (1000 lbs)",
+      order = 2
+    )
+  ) +
+  theme_half_open(14) + background_grid() +
+  theme(
+    legend.box.background = element_rect(fill = "white", color = "white"),
+    legend.position = "inside",
+    legend.position.inside = c(1, 1),
+    legend.justification = c(1, 1),
+    legend.direction = "vertical",
+    legend.box = "horizontal",
+    legend.box.margin = margin(7, 7, 7, 7)
+  )
+```
+
+
+
 
 # Creating aesthetic mappings in ggplot
 
@@ -102,10 +230,196 @@ temperatures <- read_csv("https://wilkelab.org/SDS375/datasets/tempnormals.csv")
 ## We define the mapping with `aes()`
 
 ```{r}
+#| label: ggplot-temps-example
 #| echo: true
+#| fig-cap: " "
+#| out-width: "65%"
 ggplot(
   data = temperatures,
   mapping = aes(x = day_of_year, y = temperature, color = location)
 ) + 
   geom_line()
 ```
+
+## We define the mapping with `aes()`
+
+```{r}
+#| label: ggplot-temps-example2
+#| echo: true
+#| fig-width: 7.86 # = 5.5*6/4.2
+#| fig-asp: 0.3
+#| fig-cap: " "
+#| out-width: "85%"
+ggplot(
+  data = temperatures,
+  mapping = aes(x = day_of_year, y = location, color = temperature)
+) + 
+  geom_point(size = 5)
+```
+
+## We frequently omit argument names
+
+Long form, all arguments are named:
+
+```r
+ggplot(
+  data = temperatures,
+  mapping = aes(x = day_of_year, y = location, color = temperature)
+) + geom_point(size = 5)
+```
+
+. . .
+
+

+
+Abbreviated form, common arguments remain unnamed:
+
+```r
+ggplot(temperatures, aes(day_of_year, location, color = temperature)) + 
+  geom_point(size = 5)
+```
+
+## The geom determines how the data is shown
+
+```{r}
+#| label: ggplot-temps-example5
+#| echo: true
+#| fig-cap: " "
+#| out-width: "65%"
+ggplot(temperatures, aes(day_of_year, temperature, color = location)) + 
+  geom_line()
+```
+
+## The geom determines how the data is shown
+
+```{r}
+#| label: ggplot-temps-example6
+#| echo: true
+#| fig-width: 7.86 # = 5.5*6/4.2
+#| fig-asp: 0.3
+#| fig-cap: " "
+#| out-width: "85%"
+ggplot(temperatures, aes(day_of_year, location, color = temperature)) + 
+  geom_point(size = 5)
+```
+
+## The geom determines how the data is shown
+
+```{r}
+#| label: ggplot-temps-example7
+#| echo: true
+#| fig-width: 6.5
+#| fig-asp: 0.6
+#| fig-cap: " "
+#| out-width: "80%"
+ggplot(temperatures, aes(month, temperature, color = location)) + 
+  geom_boxplot()
+```
+
+## The geom determines how the data is shown
+
+```{r}
+#| label: ggplot-temps-example8
+#| echo: true
+#| fig-width: 9
+#| fig-asp: 0.44
+#| fig-cap: " "
+#| out-width: "90%"
+ggplot(temperatures, aes(month, temperature, fill = location)) + 
+  geom_violin() + 
+  facet_wrap(~location) # make separate panel per location
+```
+
+
+
+# Important: Distinguish between `color` and `fill`
+
+## Distinguish between `color` and `fill`
+
+

+
+`color`

+Applies color to points, lines, text, borders
+
+. . .
+
+

+
+`fill`

+Applies color to any filled areas 
+
+
+## Many geoms use both `color` and `fill`
+
+```{r}
+#| label: ggplot-color-fill
+#| echo: true
+#| fig-width: 6.5
+#| fig-asp: 0.6
+#| fig-cap: " "
+#| out-width: "80%"
+ggplot(temperatures, aes(month, temperature, color = location)) + 
+  geom_boxplot()
+```
+
+## Many geoms use both `color` and `fill`
+
+```{r}
+#| label: ggplot-color-fill2
+#| echo: true
+#| fig-width: 6.5
+#| fig-asp: 0.6
+#| fig-cap: " "
+#| out-width: "80%"
+ggplot(temperatures, aes(month, temperature, fill = location)) + 
+  geom_boxplot()
+```
+
+## Many geoms use both `color` and `fill`
+
+```{r}
+#| label: ggplot-color-fill3
+#| echo: true
+#| fig-width: 6.5
+#| fig-asp: 0.6
+#| fig-cap: " "
+#| out-width: "80%"
+ggplot(temperatures, aes(month, temperature, color = location, fill = location)) + 
+  geom_boxplot()
+```
+
+## Aesthetics can also be used as parameters
+
+```{r}
+#| label: ggplot-color-fill-params
+#| echo: true
+#| fig-width: 6.5
+#| fig-asp: 0.6
+#| fig-cap: " "
+#| out-width: "80%"
+ggplot(temperatures, aes(month, temperature, fill = location)) + 
+  geom_boxplot(color = "steelblue")
+```
+
+## Aesthetics can also be used as parameters
+
+```{r}
+#| label: ggplot-color-fill-params2
+#| echo: true
+#| fig-width: 6.5
+#| fig-asp: 0.6
+#| fig-cap: " "
+#| out-width: "80%"
+ggplot(temperatures, aes(month, temperature, color = location)) + 
+  geom_boxplot(fill = "steelblue")
+```
+
+
+
+## Further reading
+
+- Fundamentals of Data Visualization: [Chapter 2: Visualizing data](https://clauswilke.com/dataviz/aesthetic-mapping.html)
+- Data Visualization—A Practical Introduction: [Chapter 3: Make a plot](https://socviz.co/makeplot.html#makeplot)
+- [**ggplot2** reference documentation](https://ggplot2.tidyverse.org/reference/index.html)
+- [**ggplot2** book](https://ggplot2-book.org/)
+- [**ggplot2** cheatsheet](https://raw.githubusercontent.com/rstudio/cheatsheets/main/data-visualization.pdf)
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+Figure sizing and placement
+
+https://github.com/quarto-dev/quarto-cli/issues/7516
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