{ "cells": [ { "cell_type": "markdown", "id": "1c5474f7-dcb1-41ad-9ede-70a1b146f618", "metadata": {}, "source": [ "# Axis Label Justification (`hjust`, `vjust`)\n", "\n", "The `hjust` and `vjust` parameters control the horizontal and vertical justification of axis labels.\n", "\n", "- **`hjust` (Horizontal Justification):** \n", " Adjusts the horizontal alignment of the label relative to its default position. \n", " - `hjust = 0.0` aligns the label to the left. \n", " - `hjust = 0.5` centers the label. \n", " - `hjust = 1.0` aligns the label to the right. \n", "\n", "\n", "- **`vjust` (Vertical Justification):** \n", " Adjusts the vertical alignment of the label relative to its default position. \n", " - `vjust = 0.0` aligns the label to the bottom. \n", " - `vjust = 0.5` centers the label vertically. \n", " - `vjust = 1.0` aligns the label to the top.\n", "\n", "Both parameters accept values between 0.0 and 1.0 for precise positioning, allowing for fine-tuned control over label placement in your plots.\n" ] }, { "cell_type": "code", "execution_count": 1, "id": "de90a7f0-1e1d-4c26-acc0-8da15c2a96fc", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", " " ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ " " ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "
\n", " " ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "
\n", " " ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "%useLatestDescriptors\n", "%use dataframe\n", "%use lets-plot" ] }, { "cell_type": "code", "execution_count": 2, "id": "8ce1bc38-6aaa-4f06-8f30-469bc98250c8", "metadata": {}, "outputs": [ { "data": { "application/kotlindataframe+json": "{\"nrow\":3,\"ncol\":12,\"columns\":[\"untitled\",\"manufacturer\",\"model\",\"displ\",\"year\",\"cyl\",\"trans\",\"drv\",\"cty\",\"hwy\",\"fl\",\"class\"],\"kotlin_dataframe\":[{\"untitled\":1,\"manufacturer\":\"audi\",\"model\":\"a4\",\"displ\":1.8,\"year\":1999,\"cyl\":4,\"trans\":\"auto(l5)\",\"drv\":\"f\",\"cty\":18,\"hwy\":29,\"fl\":\"p\",\"class\":\"compact\"},{\"untitled\":2,\"manufacturer\":\"audi\",\"model\":\"a4\",\"displ\":1.8,\"year\":1999,\"cyl\":4,\"trans\":\"manual(m5)\",\"drv\":\"f\",\"cty\":21,\"hwy\":29,\"fl\":\"p\",\"class\":\"compact\"},{\"untitled\":3,\"manufacturer\":\"audi\",\"model\":\"a4\",\"displ\":2.0,\"year\":2008,\"cyl\":4,\"trans\":\"manual(m6)\",\"drv\":\"f\",\"cty\":20,\"hwy\":31,\"fl\":\"p\",\"class\":\"compact\"}]}", "text/html": [ " \n", " \n", " \n", " \n", " \n", "
\n", "\n", "

DataFrame: rowsCount = 3, columnsCount = 12

\n", "
untitledmanufacturermodeldisplyearcyltransdrvctyhwyflclass
1audia41.80000019994auto(l5)f1829pcompact
2audia41.80000019994manual(m5)f2129pcompact
3audia42.00000020084manual(m6)f2031pcompact
\n", " \n", " \n", " " ] }, "execution_count": 2, "metadata": {}, "output_type": "execute_result" } ], "source": [ "val mpg = DataFrame.readCSV(\"https://raw.githubusercontent.com/JetBrains/lets-plot-docs/master/data/mpg.csv\")\n", "mpg.head(3)" ] }, { "cell_type": "code", "execution_count": 3, "id": "70ba4693-2abf-4326-919a-f0527f81d476", "metadata": {}, "outputs": [], "source": [ "// Base plot with manufacturer on x-axis\n", "val p = letsPlot(mpg.toMap()) {\n", " x = \"manufacturer\" \n", " y = \"hwy\"\n", "} + geomBoxplot(fill = \"#7CF\", color = \"#888\") +\n", " xlab(\"Manufacturer\") +\n", " ylab(\"Highway MPG\")" ] }, { "cell_type": "code", "execution_count": 4, "id": "a39a4175-1ba1-40c5-ba5e-a4337651b69f", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", " " ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "application/plot+json": { "apply_color_scheme": true, "output": { "data": { "class": [ "compact", "compact", "compact", "compact", "compact", "compact", "compact", "compact", "compact", "compact", "compact", "compact", "compact", "compact", "compact", "midsize", "midsize", "midsize", "suv", "suv", "suv", "suv", "suv", "2seater", "2seater", "2seater", "2seater", "2seater", "suv", "suv", "suv", "suv", "midsize", "midsize", "midsize", "midsize", "midsize", "minivan", "minivan", "minivan", "minivan", "minivan", "minivan", "minivan", "minivan", "minivan", "minivan", "minivan", "pickup", "pickup", "pickup", "pickup", "pickup", "pickup", "pickup", "pickup", "pickup", "suv", "suv", "suv", "suv", "suv", "suv", "suv", "pickup", "pickup", "pickup", "pickup", "pickup", "pickup", "pickup", "pickup", "pickup", "pickup", "suv", "suv", "suv", "suv", "suv", "suv", "suv", "suv", "suv", "pickup", "pickup", "pickup", "pickup", "pickup", "pickup", "pickup", "subcompact", "subcompact", "subcompact", "subcompact", "subcompact", "subcompact", "subcompact", "subcompact", "subcompact", "subcompact", "subcompact", "subcompact", "subcompact", "subcompact", "subcompact", "subcompact", "subcompact", "subcompact", "midsize", "midsize", "midsize", "midsize", "midsize", "midsize", "midsize", "subcompact", "subcompact", "subcompact", "subcompact", "subcompact", "subcompact", "subcompact", "suv", "suv", "suv", "suv", "suv", "suv", "suv", "suv", "suv", "suv", "suv", "suv", "suv", "suv", "suv", "suv", "suv", "suv", "suv", "compact", "compact", "midsize", "midsize", "midsize", "midsize", "midsize", "midsize", "midsize", "suv", "suv", "suv", "suv", "midsize", "midsize", "midsize", "midsize", "midsize", "suv", "suv", "suv", "suv", "suv", "suv", "subcompact", "subcompact", "subcompact", "subcompact", "compact", "compact", "compact", "compact", "suv", "suv", "suv", "suv", "suv", "suv", "midsize", "midsize", "midsize", "midsize", "midsize", "midsize", "midsize", "compact", "compact", "compact", "compact", "compact", "compact", "compact", "compact", "compact", "compact", "compact", "compact", "suv", "suv", "pickup", "pickup", "pickup", "pickup", "pickup", "pickup", "pickup", "compact", "compact", "compact", "compact", "compact", "compact", "compact", "compact", "compact", "compact", "compact", "compact", "compact", "compact", "subcompact", "subcompact", "subcompact", "subcompact", "subcompact", "subcompact", "midsize", "midsize", "midsize", "midsize", "midsize", "midsize", "midsize" ], "cty": [ 18, 21, 20, 21, 16, 18, 18, 18, 16, 20, 19, 15, 17, 17, 15, 15, 17, 16, 14, 11, 14, 13, 12, 16, 15, 16, 15, 15, 14, 11, 11, 14, 19, 22, 18, 18, 17, 18, 17, 16, 16, 17, 17, 11, 15, 15, 16, 16, 15, 14, 13, 14, 14, 14, 9, 11, 11, 13, 13, 9, 13, 11, 13, 11, 12, 9, 13, 13, 12, 9, 11, 11, 13, 11, 11, 11, 12, 14, 15, 14, 13, 13, 13, 14, 14, 13, 13, 13, 11, 13, 18, 18, 17, 16, 15, 15, 15, 15, 14, 28, 24, 25, 23, 24, 26, 25, 24, 21, 18, 18, 21, 21, 18, 18, 19, 19, 19, 20, 20, 17, 16, 17, 17, 15, 15, 14, 9, 14, 13, 11, 11, 12, 12, 11, 11, 11, 12, 14, 13, 13, 13, 21, 19, 23, 23, 19, 19, 18, 19, 19, 14, 15, 14, 12, 18, 16, 17, 18, 16, 18, 18, 20, 19, 20, 18, 21, 19, 19, 19, 20, 20, 19, 20, 15, 16, 15, 15, 16, 14, 21, 21, 21, 21, 18, 18, 19, 21, 21, 21, 22, 18, 18, 18, 24, 24, 26, 28, 26, 11, 13, 15, 16, 17, 15, 15, 15, 16, 21, 19, 21, 22, 17, 33, 21, 19, 22, 21, 21, 21, 16, 17, 35, 29, 21, 19, 20, 20, 21, 18, 19, 21, 16, 18, 17 ], "cyl": [ 4, 4, 4, 4, 6, 6, 6, 4, 4, 4, 4, 6, 6, 6, 6, 6, 6, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 4, 4, 6, 6, 6, 4, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 8, 8, 8, 8, 8, 6, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 6, 6, 6, 6, 8, 8, 6, 6, 8, 8, 8, 8, 8, 6, 6, 6, 6, 8, 8, 8, 8, 8, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 6, 6, 6, 4, 4, 4, 4, 6, 6, 6, 6, 6, 6, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 6, 6, 8, 8, 4, 4, 4, 4, 6, 6, 6, 6, 6, 6, 6, 6, 8, 6, 6, 6, 6, 8, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 6, 6, 6, 8, 4, 4, 4, 4, 6, 6, 6, 4, 4, 4, 4, 6, 6, 6, 4, 4, 4, 4, 4, 8, 8, 4, 4, 4, 6, 6, 6, 6, 4, 4, 4, 4, 6, 4, 4, 4, 4, 4, 5, 5, 6, 6, 4, 4, 4, 4, 5, 5, 4, 4, 4, 4, 6, 6, 6 ], "displ": [ 1.8, 1.8, 2, 2, 2.8, 2.8, 3.1, 1.8, 1.8, 2, 2, 2.8, 2.8, 3.1, 3.1, 2.8, 3.1, 4.2, 5.3, 5.3, 5.3, 5.7, 6, 5.7, 5.7, 6.2, 6.2, 7, 5.3, 5.3, 5.7, 6.5, 2.4, 2.4, 3.1, 3.5, 3.6, 2.4, 3, 3.3, 3.3, 3.3, 3.3, 3.3, 3.8, 3.8, 3.8, 4, 3.7, 3.7, 3.9, 3.9, 4.7, 4.7, 4.7, 5.2, 5.2, 3.9, 4.7, 4.7, 4.7, 5.2, 5.7, 5.9, 4.7, 4.7, 4.7, 4.7, 4.7, 4.7, 5.2, 5.2, 5.7, 5.9, 4.6, 5.4, 5.4, 4, 4, 4, 4, 4.6, 5, 4.2, 4.2, 4.6, 4.6, 4.6, 5.4, 5.4, 3.8, 3.8, 4, 4, 4.6, 4.6, 4.6, 4.6, 5.4, 1.6, 1.6, 1.6, 1.6, 1.6, 1.8, 1.8, 1.8, 2, 2.4, 2.4, 2.4, 2.4, 2.5, 2.5, 3.3, 2, 2, 2, 2, 2.7, 2.7, 2.7, 3, 3.7, 4, 4.7, 4.7, 4.7, 5.7, 6.1, 4, 4.2, 4.4, 4.6, 5.4, 5.4, 5.4, 4, 4, 4.6, 5, 2.4, 2.4, 2.5, 2.5, 3.5, 3.5, 3, 3, 3.5, 3.3, 3.3, 4, 5.6, 3.1, 3.8, 3.8, 3.8, 5.3, 2.5, 2.5, 2.5, 2.5, 2.5, 2.5, 2.2, 2.2, 2.5, 2.5, 2.5, 2.5, 2.5, 2.5, 2.7, 2.7, 3.4, 3.4, 4, 4.7, 2.2, 2.2, 2.4, 2.4, 3, 3, 3.5, 2.2, 2.2, 2.4, 2.4, 3, 3, 3.3, 1.8, 1.8, 1.8, 1.8, 1.8, 4.7, 5.7, 2.7, 2.7, 2.7, 3.4, 3.4, 4, 4, 2, 2, 2, 2, 2.8, 1.9, 2, 2, 2, 2, 2.5, 2.5, 2.8, 2.8, 1.9, 1.9, 2, 2, 2.5, 2.5, 1.8, 1.8, 2, 2, 2.8, 2.8, 3.6 ], "drv": [ "f", "f", "f", "f", "f", "f", "f", "4", "4", "4", "4", "4", "4", "4", "4", "4", "4", "4", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "4", "4", "4", "4", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "4", "4", "4", "4", "4", "4", "4", "4", "4", "4", "4", "4", "4", "4", "4", "4", "4", "4", "4", "4", "4", "4", "4", "4", "4", "4", "r", "r", "r", "4", "4", "4", "4", "4", "4", "4", "4", "4", "4", "4", "4", "4", "r", "r", "r", "r", "r", "r", "r", "r", "r", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "4", "4", "4", "4", "4", "4", "4", "4", "4", "4", "4", "4", "r", "r", "r", "4", "4", "4", "4", "f", "f", "f", "f", "f", "f", "f", "f", "f", "4", "4", "4", "4", "f", "f", "f", "f", "f", "4", "4", "4", "4", "4", "4", "4", "4", "4", "4", "4", "4", "4", "4", "4", "4", "4", "4", "4", "4", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "4", "4", "4", "4", "4", "4", "4", "4", "4", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f" ], "fl": [ "p", "p", "p", "p", "p", "p", "p", "p", "p", "p", "p", "p", "p", "p", "p", "p", "p", "p", "r", "e", "r", "r", "r", "p", "p", "p", "p", "p", "r", "e", "r", "d", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "e", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "e", "r", "r", "r", "r", "e", "r", "r", "r", "r", "r", "e", "r", "r", "r", "e", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "p", "r", "r", "r", "p", "r", "r", "r", "c", "p", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "d", "r", "r", "r", "e", "r", "r", "p", "p", "r", "r", "p", "r", "p", "r", "r", "r", "r", "r", "r", "r", "r", "r", "p", "p", "r", "r", "p", "r", "r", "p", "p", "r", "p", "r", "r", "p", "r", "r", "r", "p", "r", "p", "r", "r", "r", "r", "p", "r", "p", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "p", "p", "r", "d", "r", "r", "p", "p", "r", "r", "r", "r", "d", "d", "r", "r", "r", "r", "p", "p", "p", "p", "p", "p", "p" ], "hwy": [ 29, 29, 31, 30, 26, 26, 27, 26, 25, 28, 27, 25, 25, 25, 25, 24, 25, 23, 20, 15, 20, 17, 17, 26, 23, 26, 25, 24, 19, 14, 15, 17, 27, 30, 26, 29, 26, 24, 24, 22, 22, 24, 24, 17, 22, 21, 23, 23, 19, 18, 17, 17, 19, 19, 12, 17, 15, 17, 17, 12, 17, 16, 18, 15, 16, 12, 17, 17, 16, 12, 15, 16, 17, 15, 17, 17, 18, 17, 19, 17, 19, 19, 17, 17, 17, 16, 16, 17, 15, 17, 26, 25, 26, 24, 21, 22, 23, 22, 20, 33, 32, 32, 29, 32, 34, 36, 36, 29, 26, 27, 30, 31, 26, 26, 28, 26, 29, 28, 27, 24, 24, 24, 22, 19, 20, 17, 12, 19, 18, 14, 15, 18, 18, 15, 17, 16, 18, 17, 19, 19, 17, 29, 27, 31, 32, 27, 26, 26, 25, 25, 17, 17, 20, 18, 26, 26, 27, 28, 25, 25, 24, 27, 25, 26, 23, 26, 26, 26, 26, 25, 27, 25, 27, 20, 20, 19, 17, 20, 17, 29, 27, 31, 31, 26, 26, 28, 27, 29, 31, 31, 26, 26, 27, 30, 33, 35, 37, 35, 15, 18, 20, 20, 22, 17, 19, 18, 20, 29, 26, 29, 29, 24, 44, 29, 26, 29, 29, 29, 29, 23, 24, 44, 41, 29, 26, 28, 29, 29, 29, 28, 29, 26, 26, 26 ], "manufacturer": [ "audi", "audi", "audi", "audi", "audi", "audi", "audi", "audi", "audi", "audi", "audi", "audi", "audi", "audi", "audi", "audi", "audi", "audi", "chevrolet", "chevrolet", "chevrolet", "chevrolet", "chevrolet", "chevrolet", "chevrolet", "chevrolet", "chevrolet", "chevrolet", "chevrolet", "chevrolet", "chevrolet", "chevrolet", "chevrolet", "chevrolet", "chevrolet", "chevrolet", "chevrolet", "dodge", "dodge", "dodge", "dodge", "dodge", "dodge", "dodge", "dodge", "dodge", "dodge", "dodge", "dodge", "dodge", "dodge", "dodge", "dodge", "dodge", "dodge", "dodge", "dodge", "dodge", "dodge", "dodge", "dodge", "dodge", "dodge", "dodge", "dodge", "dodge", "dodge", "dodge", "dodge", "dodge", "dodge", "dodge", "dodge", "dodge", "ford", "ford", "ford", "ford", "ford", "ford", "ford", "ford", "ford", "ford", "ford", "ford", "ford", "ford", "ford", "ford", "ford", "ford", "ford", "ford", "ford", "ford", "ford", "ford", "ford", "honda", "honda", "honda", "honda", "honda", "honda", "honda", "honda", "honda", "hyundai", "hyundai", "hyundai", "hyundai", "hyundai", "hyundai", "hyundai", "hyundai", "hyundai", "hyundai", "hyundai", "hyundai", "hyundai", "hyundai", "jeep", "jeep", "jeep", "jeep", "jeep", "jeep", "jeep", "jeep", "land rover", "land rover", "land rover", "land rover", "lincoln", "lincoln", "lincoln", "mercury", "mercury", "mercury", "mercury", "nissan", "nissan", "nissan", "nissan", "nissan", "nissan", "nissan", "nissan", "nissan", "nissan", "nissan", "nissan", "nissan", "pontiac", "pontiac", "pontiac", "pontiac", "pontiac", "subaru", "subaru", "subaru", "subaru", "subaru", "subaru", "subaru", "subaru", "subaru", "subaru", "subaru", "subaru", "subaru", "subaru", "toyota", "toyota", "toyota", "toyota", "toyota", "toyota", "toyota", "toyota", "toyota", "toyota", "toyota", "toyota", "toyota", "toyota", "toyota", "toyota", "toyota", "toyota", "toyota", "toyota", "toyota", "toyota", "toyota", "toyota", "toyota", "toyota", "toyota", "toyota", "toyota", "toyota", "toyota", "toyota", "toyota", "toyota", "volkswagen", "volkswagen", "volkswagen", "volkswagen", "volkswagen", "volkswagen", "volkswagen", "volkswagen", "volkswagen", "volkswagen", "volkswagen", "volkswagen", "volkswagen", "volkswagen", "volkswagen", "volkswagen", "volkswagen", "volkswagen", "volkswagen", "volkswagen", "volkswagen", "volkswagen", "volkswagen", "volkswagen", "volkswagen", "volkswagen", "volkswagen" ], "model": [ "a4", "a4", "a4", "a4", "a4", "a4", "a4", "a4 quattro", "a4 quattro", "a4 quattro", "a4 quattro", "a4 quattro", "a4 quattro", "a4 quattro", "a4 quattro", "a6 quattro", "a6 quattro", "a6 quattro", "c1500 suburban 2wd", "c1500 suburban 2wd", "c1500 suburban 2wd", "c1500 suburban 2wd", "c1500 suburban 2wd", "corvette", "corvette", "corvette", "corvette", "corvette", "k1500 tahoe 4wd", "k1500 tahoe 4wd", "k1500 tahoe 4wd", "k1500 tahoe 4wd", "malibu", "malibu", "malibu", "malibu", "malibu", "caravan 2wd", "caravan 2wd", "caravan 2wd", "caravan 2wd", "caravan 2wd", "caravan 2wd", "caravan 2wd", "caravan 2wd", "caravan 2wd", "caravan 2wd", "caravan 2wd", "dakota pickup 4wd", "dakota pickup 4wd", "dakota pickup 4wd", "dakota pickup 4wd", "dakota pickup 4wd", "dakota pickup 4wd", "dakota pickup 4wd", "dakota pickup 4wd", "dakota pickup 4wd", "durango 4wd", "durango 4wd", "durango 4wd", "durango 4wd", "durango 4wd", "durango 4wd", "durango 4wd", "ram 1500 pickup 4wd", "ram 1500 pickup 4wd", "ram 1500 pickup 4wd", "ram 1500 pickup 4wd", "ram 1500 pickup 4wd", "ram 1500 pickup 4wd", "ram 1500 pickup 4wd", "ram 1500 pickup 4wd", "ram 1500 pickup 4wd", "ram 1500 pickup 4wd", "expedition 2wd", "expedition 2wd", "expedition 2wd", "explorer 4wd", "explorer 4wd", "explorer 4wd", "explorer 4wd", "explorer 4wd", "explorer 4wd", "f150 pickup 4wd", "f150 pickup 4wd", "f150 pickup 4wd", "f150 pickup 4wd", "f150 pickup 4wd", "f150 pickup 4wd", "f150 pickup 4wd", "mustang", "mustang", "mustang", "mustang", "mustang", "mustang", "mustang", "mustang", "mustang", "civic", "civic", "civic", "civic", "civic", "civic", "civic", "civic", "civic", "sonata", "sonata", "sonata", "sonata", "sonata", "sonata", "sonata", "tiburon", "tiburon", "tiburon", "tiburon", "tiburon", "tiburon", "tiburon", "grand cherokee 4wd", "grand cherokee 4wd", "grand cherokee 4wd", "grand cherokee 4wd", "grand cherokee 4wd", "grand cherokee 4wd", "grand cherokee 4wd", "grand cherokee 4wd", "range rover", "range rover", "range rover", "range rover", "navigator 2wd", "navigator 2wd", "navigator 2wd", "mountaineer 4wd", "mountaineer 4wd", "mountaineer 4wd", "mountaineer 4wd", "altima", "altima", "altima", "altima", "altima", "altima", "maxima", "maxima", "maxima", "pathfinder 4wd", "pathfinder 4wd", "pathfinder 4wd", "pathfinder 4wd", "grand prix", "grand prix", "grand prix", "grand prix", "grand prix", "forester awd", "forester awd", "forester awd", "forester awd", "forester awd", "forester awd", "impreza awd", "impreza awd", "impreza awd", "impreza awd", "impreza awd", "impreza awd", "impreza awd", "impreza awd", "4runner 4wd", "4runner 4wd", "4runner 4wd", "4runner 4wd", "4runner 4wd", "4runner 4wd", "camry", "camry", "camry", "camry", "camry", "camry", "camry", "camry solara", "camry solara", "camry solara", "camry solara", "camry solara", "camry solara", "camry solara", "corolla", "corolla", "corolla", "corolla", "corolla", "land cruiser wagon 4wd", "land cruiser wagon 4wd", "toyota tacoma 4wd", "toyota tacoma 4wd", "toyota tacoma 4wd", "toyota tacoma 4wd", "toyota tacoma 4wd", "toyota tacoma 4wd", "toyota tacoma 4wd", "gti", "gti", "gti", "gti", "gti", "jetta", "jetta", "jetta", "jetta", "jetta", "jetta", "jetta", "jetta", "jetta", "new beetle", "new beetle", "new beetle", "new beetle", "new beetle", "new beetle", "passat", "passat", "passat", "passat", "passat", "passat", "passat" ], "trans": [ "auto(l5)", "manual(m5)", "manual(m6)", "auto(av)", "auto(l5)", "manual(m5)", "auto(av)", "manual(m5)", "auto(l5)", "manual(m6)", "auto(s6)", "auto(l5)", "manual(m5)", "auto(s6)", "manual(m6)", "auto(l5)", "auto(s6)", "auto(s6)", "auto(l4)", "auto(l4)", "auto(l4)", "auto(l4)", "auto(l4)", "manual(m6)", "auto(l4)", "manual(m6)", "auto(s6)", "manual(m6)", "auto(l4)", "auto(l4)", "auto(l4)", "auto(l4)", "auto(l4)", "auto(l4)", "auto(l4)", "auto(l4)", "auto(s6)", "auto(l3)", "auto(l4)", "auto(l4)", "auto(l4)", "auto(l4)", "auto(l4)", "auto(l4)", "auto(l4)", "auto(l4)", "auto(l6)", "auto(l6)", "manual(m6)", "auto(l4)", "auto(l4)", "manual(m5)", "auto(l5)", "auto(l5)", "auto(l5)", "manual(m5)", "auto(l4)", "auto(l4)", "auto(l5)", "auto(l5)", "auto(l5)", "auto(l4)", "auto(l5)", "auto(l4)", "manual(m6)", "auto(l5)", "auto(l5)", "auto(l5)", "manual(m6)", "manual(m6)", "auto(l4)", "manual(m5)", "auto(l5)", "auto(l4)", "auto(l4)", "auto(l4)", "auto(l6)", "auto(l5)", "manual(m5)", "auto(l5)", "auto(l5)", "auto(l6)", "auto(l4)", "auto(l4)", "manual(m5)", "manual(m5)", "auto(l4)", "auto(l4)", "auto(l4)", "auto(l4)", "manual(m5)", "auto(l4)", "manual(m5)", "auto(l5)", "auto(l4)", "manual(m5)", "manual(m5)", "auto(l5)", "manual(m6)", "manual(m5)", "auto(l4)", "manual(m5)", "manual(m5)", "auto(l4)", "manual(m5)", "auto(l5)", "auto(l5)", "manual(m6)", "auto(l4)", "manual(m5)", "auto(l4)", "manual(m5)", "auto(l4)", "manual(m5)", "auto(l5)", "auto(l4)", "manual(m5)", "manual(m5)", "auto(l4)", "auto(l4)", "manual(m6)", "manual(m5)", "auto(l5)", "auto(l5)", "auto(l4)", "auto(l4)", "auto(l5)", "auto(l5)", "auto(l5)", "auto(l5)", "auto(l4)", "auto(s6)", "auto(s6)", "auto(l4)", "auto(l4)", "auto(l4)", "auto(l6)", "auto(l5)", "auto(l5)", "auto(l6)", "auto(l4)", "manual(m5)", "auto(l4)", "auto(av)", "manual(m6)", "manual(m6)", "auto(av)", "auto(l4)", "manual(m5)", "auto(av)", "auto(l4)", "manual(m5)", "auto(l5)", "auto(s5)", "auto(l4)", "auto(l4)", "auto(l4)", "auto(l4)", "auto(s4)", "manual(m5)", "auto(l4)", "manual(m5)", "manual(m5)", "auto(l4)", "auto(l4)", "auto(l4)", "manual(m5)", "manual(m5)", "auto(l4)", "auto(s4)", "auto(s4)", "manual(m5)", "manual(m5)", "manual(m5)", "auto(l4)", "auto(l4)", "manual(m5)", "auto(l5)", "auto(l5)", "manual(m5)", "auto(l4)", "manual(m5)", "auto(l5)", "auto(l4)", "manual(m5)", "auto(s6)", "auto(l4)", "manual(m5)", "manual(m5)", "auto(s5)", "auto(l4)", "manual(m5)", "auto(s5)", "auto(l3)", "auto(l4)", "manual(m5)", "manual(m5)", "auto(l4)", "auto(l4)", "auto(s6)", "manual(m5)", "auto(l4)", "manual(m5)", "manual(m5)", "auto(l4)", "manual(m6)", "auto(l5)", "manual(m5)", "auto(l4)", "manual(m6)", "auto(s6)", "manual(m5)", "manual(m5)", "manual(m5)", "auto(l4)", "auto(s6)", "manual(m6)", "auto(s6)", "manual(m5)", "auto(l4)", "manual(m5)", "manual(m5)", "auto(l4)", "manual(m5)", "auto(l4)", "manual(m5)", "auto(s6)", "manual(m5)", "auto(l5)", "auto(s6)", "manual(m6)", "auto(l5)", "manual(m5)", "auto(s6)" ], "untitled": [ 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 128, 129, 130, 131, 132, 133, 134, 135, 136, 137, 138, 139, 140, 141, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 155, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198, 199, 200, 201, 202, 203, 204, 205, 206, 207, 208, 209, 210, 211, 212, 213, 214, 215, 216, 217, 218, 219, 220, 221, 222, 223, 224, 225, 226, 227, 228, 229, 230, 231, 232, 233, 234 ], "year": [ 1999, 1999, 2008, 2008, 1999, 1999, 2008, 1999, 1999, 2008, 2008, 1999, 1999, 2008, 2008, 1999, 2008, 2008, 2008, 2008, 2008, 1999, 2008, 1999, 1999, 2008, 2008, 2008, 2008, 2008, 1999, 1999, 1999, 2008, 1999, 2008, 2008, 1999, 1999, 1999, 1999, 2008, 2008, 2008, 1999, 1999, 2008, 2008, 2008, 2008, 1999, 1999, 2008, 2008, 2008, 1999, 1999, 1999, 2008, 2008, 2008, 1999, 2008, 1999, 2008, 2008, 2008, 2008, 2008, 2008, 1999, 1999, 2008, 1999, 1999, 1999, 2008, 1999, 1999, 1999, 2008, 2008, 1999, 1999, 1999, 1999, 1999, 2008, 1999, 2008, 1999, 1999, 2008, 2008, 1999, 1999, 2008, 2008, 2008, 1999, 1999, 1999, 1999, 1999, 2008, 2008, 2008, 2008, 1999, 1999, 2008, 2008, 1999, 1999, 2008, 1999, 1999, 2008, 2008, 2008, 2008, 2008, 2008, 2008, 1999, 1999, 2008, 2008, 2008, 2008, 1999, 2008, 2008, 1999, 1999, 1999, 2008, 1999, 2008, 2008, 1999, 1999, 1999, 2008, 2008, 2008, 2008, 1999, 1999, 2008, 1999, 1999, 2008, 2008, 1999, 1999, 1999, 2008, 2008, 1999, 1999, 2008, 2008, 2008, 2008, 1999, 1999, 1999, 1999, 2008, 2008, 2008, 2008, 1999, 1999, 1999, 1999, 2008, 2008, 1999, 1999, 2008, 2008, 1999, 1999, 2008, 1999, 1999, 2008, 2008, 1999, 1999, 2008, 1999, 1999, 1999, 2008, 2008, 1999, 2008, 1999, 1999, 2008, 1999, 1999, 2008, 2008, 1999, 1999, 2008, 2008, 1999, 1999, 1999, 1999, 2008, 2008, 2008, 2008, 1999, 1999, 1999, 1999, 1999, 1999, 2008, 2008, 1999, 1999, 2008, 2008, 1999, 1999, 2008 ] }, "data_meta": { "series_annotations": [ { "column": "untitled", "type": "int" }, { "column": "manufacturer", "type": "str" }, { "column": "model", "type": "str" }, { "column": "displ", "type": "float" }, { "column": "year", "type": "int" }, { "column": "cyl", "type": "int" }, { "column": "trans", "type": "str" }, { "column": "cty", "type": "int" }, { "column": "hwy", "type": "int" }, { "column": "class", "type": "str" } ] }, "ggtitle": { "text": "Default Tick Labels" }, "guides": { "x": { "title": "Manufacturer" }, "y": { "title": "Highway MPG" } }, "kind": "plot", "layers": [ { "color": "#888", "fill": "#7CF", "geom": "boxplot", "mapping": {}, "position": "dodge", "stat": "boxplot" }, { "color": "#888", "fill": "#7CF", "geom": "point", "mapping": {}, "position": "dodge", "show_legend": false, "stat": "boxplot_outlier" } ], "mapping": { "x": "manufacturer", "y": "hwy" }, "scales": [] }, "output_type": "lets_plot_spec", "swing_enabled": true }, "text/html": [ "
\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " audi\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " dodge\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " lincoln\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " mercury\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " nissan\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " pontiac\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " ford\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " subaru\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " toyota\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " volkswagen\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " chevrolet\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " honda\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " hyundai\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " jeep\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " land rover\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " 15\n", " \n", " \n", " \n", " \n", " \n", " \n", " 20\n", " \n", " \n", " \n", " \n", " \n", " \n", " 25\n", " \n", " \n", " \n", " \n", " \n", " \n", " 30\n", " \n", " \n", " \n", " \n", " \n", " \n", " 35\n", " \n", " \n", " \n", " \n", " \n", " \n", " 40\n", " \n", " \n", " \n", " \n", " \n", " \n", " 45\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " Default Tick Labels\n", " \n", " \n", " \n", " \n", " Highway MPG\n", " \n", " \n", " \n", " \n", " Manufacturer\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "\n", " " ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "p + ggtitle(\"Default Tick Labels\")" ] }, { "cell_type": "code", "execution_count": 5, "id": "0432ced8-8885-41e6-aeb5-db83831faf3e", "metadata": {}, "outputs": [ { "data": { "application/plot+json": { "apply_color_scheme": true, "output": { "data": { "class": [ "compact", "compact", "compact", "compact", "compact", "compact", "compact", "compact", "compact", "compact", "compact", "compact", "compact", "compact", "compact", "midsize", "midsize", "midsize", "suv", "suv", "suv", "suv", "suv", "2seater", "2seater", "2seater", "2seater", "2seater", "suv", "suv", "suv", "suv", "midsize", "midsize", "midsize", "midsize", "midsize", "minivan", "minivan", "minivan", "minivan", "minivan", "minivan", "minivan", "minivan", "minivan", "minivan", "minivan", "pickup", "pickup", "pickup", "pickup", "pickup", "pickup", "pickup", "pickup", "pickup", "suv", "suv", "suv", "suv", "suv", "suv", "suv", "pickup", "pickup", "pickup", "pickup", "pickup", "pickup", "pickup", "pickup", "pickup", "pickup", "suv", "suv", "suv", "suv", "suv", "suv", "suv", "suv", "suv", "pickup", "pickup", "pickup", "pickup", "pickup", "pickup", "pickup", "subcompact", "subcompact", "subcompact", "subcompact", "subcompact", "subcompact", "subcompact", "subcompact", "subcompact", "subcompact", "subcompact", "subcompact", "subcompact", "subcompact", "subcompact", "subcompact", "subcompact", "subcompact", "midsize", "midsize", "midsize", "midsize", "midsize", "midsize", "midsize", "subcompact", "subcompact", "subcompact", "subcompact", "subcompact", "subcompact", "subcompact", "suv", "suv", "suv", "suv", "suv", "suv", "suv", "suv", "suv", "suv", "suv", "suv", "suv", "suv", "suv", "suv", "suv", "suv", "suv", "compact", "compact", "midsize", "midsize", "midsize", "midsize", "midsize", "midsize", "midsize", "suv", "suv", "suv", "suv", "midsize", "midsize", "midsize", "midsize", "midsize", "suv", "suv", "suv", "suv", "suv", "suv", "subcompact", "subcompact", "subcompact", "subcompact", "compact", "compact", "compact", "compact", "suv", "suv", "suv", "suv", "suv", "suv", "midsize", "midsize", "midsize", "midsize", "midsize", "midsize", "midsize", "compact", "compact", "compact", "compact", "compact", "compact", "compact", "compact", "compact", "compact", "compact", "compact", "suv", "suv", "pickup", "pickup", "pickup", "pickup", "pickup", "pickup", "pickup", "compact", "compact", "compact", "compact", "compact", "compact", "compact", "compact", "compact", "compact", "compact", "compact", "compact", "compact", "subcompact", "subcompact", "subcompact", "subcompact", "subcompact", "subcompact", "midsize", "midsize", "midsize", "midsize", "midsize", "midsize", "midsize" ], "cty": [ 18, 21, 20, 21, 16, 18, 18, 18, 16, 20, 19, 15, 17, 17, 15, 15, 17, 16, 14, 11, 14, 13, 12, 16, 15, 16, 15, 15, 14, 11, 11, 14, 19, 22, 18, 18, 17, 18, 17, 16, 16, 17, 17, 11, 15, 15, 16, 16, 15, 14, 13, 14, 14, 14, 9, 11, 11, 13, 13, 9, 13, 11, 13, 11, 12, 9, 13, 13, 12, 9, 11, 11, 13, 11, 11, 11, 12, 14, 15, 14, 13, 13, 13, 14, 14, 13, 13, 13, 11, 13, 18, 18, 17, 16, 15, 15, 15, 15, 14, 28, 24, 25, 23, 24, 26, 25, 24, 21, 18, 18, 21, 21, 18, 18, 19, 19, 19, 20, 20, 17, 16, 17, 17, 15, 15, 14, 9, 14, 13, 11, 11, 12, 12, 11, 11, 11, 12, 14, 13, 13, 13, 21, 19, 23, 23, 19, 19, 18, 19, 19, 14, 15, 14, 12, 18, 16, 17, 18, 16, 18, 18, 20, 19, 20, 18, 21, 19, 19, 19, 20, 20, 19, 20, 15, 16, 15, 15, 16, 14, 21, 21, 21, 21, 18, 18, 19, 21, 21, 21, 22, 18, 18, 18, 24, 24, 26, 28, 26, 11, 13, 15, 16, 17, 15, 15, 15, 16, 21, 19, 21, 22, 17, 33, 21, 19, 22, 21, 21, 21, 16, 17, 35, 29, 21, 19, 20, 20, 21, 18, 19, 21, 16, 18, 17 ], "cyl": [ 4, 4, 4, 4, 6, 6, 6, 4, 4, 4, 4, 6, 6, 6, 6, 6, 6, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 4, 4, 6, 6, 6, 4, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 8, 8, 8, 8, 8, 6, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 6, 6, 6, 6, 8, 8, 6, 6, 8, 8, 8, 8, 8, 6, 6, 6, 6, 8, 8, 8, 8, 8, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 6, 6, 6, 4, 4, 4, 4, 6, 6, 6, 6, 6, 6, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 6, 6, 8, 8, 4, 4, 4, 4, 6, 6, 6, 6, 6, 6, 6, 6, 8, 6, 6, 6, 6, 8, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 6, 6, 6, 8, 4, 4, 4, 4, 6, 6, 6, 4, 4, 4, 4, 6, 6, 6, 4, 4, 4, 4, 4, 8, 8, 4, 4, 4, 6, 6, 6, 6, 4, 4, 4, 4, 6, 4, 4, 4, 4, 4, 5, 5, 6, 6, 4, 4, 4, 4, 5, 5, 4, 4, 4, 4, 6, 6, 6 ], "displ": [ 1.8, 1.8, 2, 2, 2.8, 2.8, 3.1, 1.8, 1.8, 2, 2, 2.8, 2.8, 3.1, 3.1, 2.8, 3.1, 4.2, 5.3, 5.3, 5.3, 5.7, 6, 5.7, 5.7, 6.2, 6.2, 7, 5.3, 5.3, 5.7, 6.5, 2.4, 2.4, 3.1, 3.5, 3.6, 2.4, 3, 3.3, 3.3, 3.3, 3.3, 3.3, 3.8, 3.8, 3.8, 4, 3.7, 3.7, 3.9, 3.9, 4.7, 4.7, 4.7, 5.2, 5.2, 3.9, 4.7, 4.7, 4.7, 5.2, 5.7, 5.9, 4.7, 4.7, 4.7, 4.7, 4.7, 4.7, 5.2, 5.2, 5.7, 5.9, 4.6, 5.4, 5.4, 4, 4, 4, 4, 4.6, 5, 4.2, 4.2, 4.6, 4.6, 4.6, 5.4, 5.4, 3.8, 3.8, 4, 4, 4.6, 4.6, 4.6, 4.6, 5.4, 1.6, 1.6, 1.6, 1.6, 1.6, 1.8, 1.8, 1.8, 2, 2.4, 2.4, 2.4, 2.4, 2.5, 2.5, 3.3, 2, 2, 2, 2, 2.7, 2.7, 2.7, 3, 3.7, 4, 4.7, 4.7, 4.7, 5.7, 6.1, 4, 4.2, 4.4, 4.6, 5.4, 5.4, 5.4, 4, 4, 4.6, 5, 2.4, 2.4, 2.5, 2.5, 3.5, 3.5, 3, 3, 3.5, 3.3, 3.3, 4, 5.6, 3.1, 3.8, 3.8, 3.8, 5.3, 2.5, 2.5, 2.5, 2.5, 2.5, 2.5, 2.2, 2.2, 2.5, 2.5, 2.5, 2.5, 2.5, 2.5, 2.7, 2.7, 3.4, 3.4, 4, 4.7, 2.2, 2.2, 2.4, 2.4, 3, 3, 3.5, 2.2, 2.2, 2.4, 2.4, 3, 3, 3.3, 1.8, 1.8, 1.8, 1.8, 1.8, 4.7, 5.7, 2.7, 2.7, 2.7, 3.4, 3.4, 4, 4, 2, 2, 2, 2, 2.8, 1.9, 2, 2, 2, 2, 2.5, 2.5, 2.8, 2.8, 1.9, 1.9, 2, 2, 2.5, 2.5, 1.8, 1.8, 2, 2, 2.8, 2.8, 3.6 ], "drv": [ "f", "f", "f", "f", "f", "f", "f", "4", "4", "4", "4", "4", "4", "4", "4", "4", "4", "4", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "4", "4", "4", "4", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "4", "4", "4", "4", "4", "4", "4", "4", "4", "4", "4", "4", "4", "4", "4", "4", "4", "4", "4", "4", "4", "4", "4", "4", "4", "4", "r", "r", "r", "4", "4", "4", "4", "4", "4", "4", "4", "4", "4", "4", "4", "4", "r", "r", "r", "r", "r", "r", "r", "r", "r", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "4", "4", "4", "4", "4", "4", "4", "4", "4", "4", "4", "4", "r", "r", "r", "4", "4", "4", "4", "f", "f", "f", "f", "f", "f", "f", "f", "f", "4", "4", "4", "4", "f", "f", "f", "f", "f", "4", "4", "4", "4", "4", "4", "4", "4", "4", "4", "4", "4", "4", "4", "4", "4", "4", "4", "4", "4", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "4", "4", "4", "4", "4", "4", "4", "4", "4", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f" ], "fl": [ "p", "p", "p", "p", "p", "p", "p", "p", "p", "p", "p", "p", "p", "p", "p", "p", "p", "p", "r", "e", "r", "r", "r", "p", "p", "p", "p", "p", "r", "e", "r", "d", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "e", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "e", "r", "r", "r", "r", "e", "r", "r", "r", "r", "r", "e", "r", "r", "r", "e", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "p", "r", "r", "r", "p", "r", "r", "r", "c", "p", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "d", "r", "r", "r", "e", "r", "r", "p", "p", "r", "r", "p", "r", "p", "r", "r", "r", "r", "r", "r", "r", "r", "r", "p", "p", "r", "r", "p", "r", "r", "p", "p", "r", "p", "r", "r", "p", "r", "r", "r", "p", "r", "p", "r", "r", "r", "r", "p", "r", "p", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "p", "p", "r", "d", "r", "r", "p", "p", "r", "r", "r", "r", "d", "d", "r", "r", "r", "r", "p", "p", "p", "p", "p", "p", "p" ], "hwy": [ 29, 29, 31, 30, 26, 26, 27, 26, 25, 28, 27, 25, 25, 25, 25, 24, 25, 23, 20, 15, 20, 17, 17, 26, 23, 26, 25, 24, 19, 14, 15, 17, 27, 30, 26, 29, 26, 24, 24, 22, 22, 24, 24, 17, 22, 21, 23, 23, 19, 18, 17, 17, 19, 19, 12, 17, 15, 17, 17, 12, 17, 16, 18, 15, 16, 12, 17, 17, 16, 12, 15, 16, 17, 15, 17, 17, 18, 17, 19, 17, 19, 19, 17, 17, 17, 16, 16, 17, 15, 17, 26, 25, 26, 24, 21, 22, 23, 22, 20, 33, 32, 32, 29, 32, 34, 36, 36, 29, 26, 27, 30, 31, 26, 26, 28, 26, 29, 28, 27, 24, 24, 24, 22, 19, 20, 17, 12, 19, 18, 14, 15, 18, 18, 15, 17, 16, 18, 17, 19, 19, 17, 29, 27, 31, 32, 27, 26, 26, 25, 25, 17, 17, 20, 18, 26, 26, 27, 28, 25, 25, 24, 27, 25, 26, 23, 26, 26, 26, 26, 25, 27, 25, 27, 20, 20, 19, 17, 20, 17, 29, 27, 31, 31, 26, 26, 28, 27, 29, 31, 31, 26, 26, 27, 30, 33, 35, 37, 35, 15, 18, 20, 20, 22, 17, 19, 18, 20, 29, 26, 29, 29, 24, 44, 29, 26, 29, 29, 29, 29, 23, 24, 44, 41, 29, 26, 28, 29, 29, 29, 28, 29, 26, 26, 26 ], "manufacturer": [ "audi", "audi", "audi", "audi", "audi", "audi", "audi", "audi", "audi", "audi", "audi", "audi", "audi", "audi", "audi", "audi", "audi", "audi", "chevrolet", "chevrolet", "chevrolet", "chevrolet", "chevrolet", "chevrolet", "chevrolet", "chevrolet", "chevrolet", "chevrolet", "chevrolet", "chevrolet", "chevrolet", "chevrolet", "chevrolet", "chevrolet", "chevrolet", "chevrolet", "chevrolet", "dodge", "dodge", "dodge", "dodge", "dodge", "dodge", "dodge", "dodge", "dodge", "dodge", "dodge", "dodge", "dodge", "dodge", "dodge", "dodge", "dodge", "dodge", "dodge", "dodge", "dodge", "dodge", "dodge", "dodge", "dodge", "dodge", "dodge", "dodge", "dodge", "dodge", "dodge", "dodge", "dodge", "dodge", "dodge", "dodge", "dodge", "ford", "ford", "ford", "ford", "ford", "ford", "ford", "ford", "ford", "ford", "ford", "ford", "ford", "ford", "ford", "ford", "ford", "ford", "ford", "ford", "ford", "ford", "ford", "ford", "ford", "honda", "honda", "honda", "honda", "honda", "honda", "honda", "honda", "honda", "hyundai", "hyundai", "hyundai", "hyundai", "hyundai", "hyundai", "hyundai", "hyundai", "hyundai", "hyundai", "hyundai", "hyundai", "hyundai", "hyundai", "jeep", "jeep", "jeep", "jeep", "jeep", "jeep", "jeep", "jeep", "land rover", "land rover", "land rover", "land rover", "lincoln", "lincoln", "lincoln", "mercury", "mercury", "mercury", "mercury", "nissan", "nissan", "nissan", "nissan", "nissan", "nissan", "nissan", "nissan", "nissan", "nissan", "nissan", "nissan", "nissan", "pontiac", "pontiac", "pontiac", "pontiac", "pontiac", "subaru", "subaru", "subaru", "subaru", "subaru", "subaru", "subaru", "subaru", "subaru", "subaru", "subaru", "subaru", "subaru", "subaru", "toyota", "toyota", "toyota", "toyota", "toyota", "toyota", "toyota", "toyota", "toyota", "toyota", "toyota", "toyota", "toyota", "toyota", "toyota", "toyota", "toyota", "toyota", "toyota", "toyota", "toyota", "toyota", "toyota", "toyota", "toyota", "toyota", "toyota", "toyota", "toyota", "toyota", "toyota", "toyota", "toyota", "toyota", "volkswagen", "volkswagen", "volkswagen", "volkswagen", "volkswagen", "volkswagen", "volkswagen", "volkswagen", "volkswagen", "volkswagen", "volkswagen", "volkswagen", "volkswagen", "volkswagen", "volkswagen", "volkswagen", "volkswagen", "volkswagen", "volkswagen", "volkswagen", "volkswagen", "volkswagen", "volkswagen", "volkswagen", "volkswagen", "volkswagen", "volkswagen" ], "model": [ "a4", "a4", "a4", "a4", "a4", "a4", "a4", "a4 quattro", "a4 quattro", "a4 quattro", "a4 quattro", "a4 quattro", "a4 quattro", "a4 quattro", "a4 quattro", "a6 quattro", "a6 quattro", "a6 quattro", "c1500 suburban 2wd", "c1500 suburban 2wd", "c1500 suburban 2wd", "c1500 suburban 2wd", "c1500 suburban 2wd", "corvette", "corvette", "corvette", "corvette", "corvette", "k1500 tahoe 4wd", "k1500 tahoe 4wd", "k1500 tahoe 4wd", "k1500 tahoe 4wd", "malibu", "malibu", "malibu", "malibu", "malibu", "caravan 2wd", "caravan 2wd", "caravan 2wd", "caravan 2wd", "caravan 2wd", "caravan 2wd", "caravan 2wd", "caravan 2wd", "caravan 2wd", "caravan 2wd", "caravan 2wd", "dakota pickup 4wd", "dakota pickup 4wd", "dakota pickup 4wd", "dakota pickup 4wd", "dakota pickup 4wd", "dakota pickup 4wd", "dakota pickup 4wd", "dakota pickup 4wd", "dakota pickup 4wd", "durango 4wd", "durango 4wd", "durango 4wd", "durango 4wd", "durango 4wd", "durango 4wd", "durango 4wd", "ram 1500 pickup 4wd", "ram 1500 pickup 4wd", "ram 1500 pickup 4wd", "ram 1500 pickup 4wd", "ram 1500 pickup 4wd", "ram 1500 pickup 4wd", "ram 1500 pickup 4wd", "ram 1500 pickup 4wd", "ram 1500 pickup 4wd", "ram 1500 pickup 4wd", "expedition 2wd", "expedition 2wd", "expedition 2wd", "explorer 4wd", "explorer 4wd", "explorer 4wd", "explorer 4wd", "explorer 4wd", "explorer 4wd", "f150 pickup 4wd", "f150 pickup 4wd", "f150 pickup 4wd", "f150 pickup 4wd", "f150 pickup 4wd", "f150 pickup 4wd", "f150 pickup 4wd", "mustang", "mustang", "mustang", "mustang", "mustang", "mustang", "mustang", "mustang", "mustang", "civic", "civic", "civic", "civic", "civic", "civic", "civic", "civic", "civic", "sonata", "sonata", "sonata", "sonata", "sonata", "sonata", "sonata", "tiburon", "tiburon", "tiburon", "tiburon", "tiburon", "tiburon", "tiburon", "grand cherokee 4wd", "grand cherokee 4wd", "grand cherokee 4wd", "grand cherokee 4wd", "grand cherokee 4wd", "grand cherokee 4wd", "grand cherokee 4wd", "grand cherokee 4wd", "range rover", "range rover", "range rover", "range rover", "navigator 2wd", "navigator 2wd", "navigator 2wd", "mountaineer 4wd", "mountaineer 4wd", "mountaineer 4wd", "mountaineer 4wd", "altima", "altima", "altima", "altima", "altima", "altima", "maxima", "maxima", "maxima", "pathfinder 4wd", "pathfinder 4wd", "pathfinder 4wd", "pathfinder 4wd", "grand prix", "grand prix", "grand prix", "grand prix", "grand prix", "forester awd", "forester awd", "forester awd", "forester awd", "forester awd", "forester awd", "impreza awd", "impreza awd", "impreza awd", "impreza awd", "impreza awd", "impreza awd", "impreza awd", "impreza awd", "4runner 4wd", "4runner 4wd", "4runner 4wd", "4runner 4wd", "4runner 4wd", "4runner 4wd", "camry", "camry", "camry", "camry", "camry", "camry", "camry", "camry solara", "camry solara", "camry solara", "camry solara", "camry solara", "camry solara", "camry solara", "corolla", "corolla", "corolla", "corolla", "corolla", "land cruiser wagon 4wd", "land cruiser wagon 4wd", "toyota tacoma 4wd", "toyota tacoma 4wd", "toyota tacoma 4wd", "toyota tacoma 4wd", "toyota tacoma 4wd", "toyota tacoma 4wd", "toyota tacoma 4wd", "gti", "gti", "gti", "gti", "gti", "jetta", "jetta", "jetta", "jetta", "jetta", "jetta", "jetta", "jetta", "jetta", "new beetle", "new beetle", "new beetle", "new beetle", "new beetle", "new beetle", "passat", "passat", "passat", "passat", "passat", "passat", "passat" ], "trans": [ "auto(l5)", "manual(m5)", "manual(m6)", "auto(av)", "auto(l5)", "manual(m5)", "auto(av)", "manual(m5)", "auto(l5)", "manual(m6)", "auto(s6)", "auto(l5)", "manual(m5)", "auto(s6)", "manual(m6)", "auto(l5)", "auto(s6)", "auto(s6)", "auto(l4)", "auto(l4)", "auto(l4)", "auto(l4)", "auto(l4)", "manual(m6)", "auto(l4)", "manual(m6)", "auto(s6)", "manual(m6)", "auto(l4)", "auto(l4)", "auto(l4)", "auto(l4)", "auto(l4)", "auto(l4)", "auto(l4)", "auto(l4)", "auto(s6)", "auto(l3)", "auto(l4)", "auto(l4)", "auto(l4)", "auto(l4)", "auto(l4)", "auto(l4)", "auto(l4)", "auto(l4)", "auto(l6)", "auto(l6)", "manual(m6)", "auto(l4)", "auto(l4)", "manual(m5)", "auto(l5)", "auto(l5)", "auto(l5)", "manual(m5)", "auto(l4)", "auto(l4)", "auto(l5)", "auto(l5)", "auto(l5)", "auto(l4)", "auto(l5)", "auto(l4)", "manual(m6)", "auto(l5)", "auto(l5)", "auto(l5)", "manual(m6)", "manual(m6)", "auto(l4)", "manual(m5)", "auto(l5)", "auto(l4)", "auto(l4)", "auto(l4)", "auto(l6)", "auto(l5)", "manual(m5)", "auto(l5)", "auto(l5)", "auto(l6)", "auto(l4)", "auto(l4)", "manual(m5)", "manual(m5)", "auto(l4)", "auto(l4)", "auto(l4)", "auto(l4)", "manual(m5)", "auto(l4)", "manual(m5)", "auto(l5)", "auto(l4)", "manual(m5)", "manual(m5)", "auto(l5)", "manual(m6)", "manual(m5)", "auto(l4)", "manual(m5)", "manual(m5)", "auto(l4)", "manual(m5)", "auto(l5)", "auto(l5)", "manual(m6)", "auto(l4)", "manual(m5)", "auto(l4)", "manual(m5)", "auto(l4)", "manual(m5)", "auto(l5)", "auto(l4)", "manual(m5)", "manual(m5)", "auto(l4)", "auto(l4)", "manual(m6)", "manual(m5)", "auto(l5)", "auto(l5)", "auto(l4)", "auto(l4)", "auto(l5)", "auto(l5)", "auto(l5)", "auto(l5)", "auto(l4)", "auto(s6)", "auto(s6)", "auto(l4)", "auto(l4)", "auto(l4)", "auto(l6)", "auto(l5)", "auto(l5)", "auto(l6)", "auto(l4)", "manual(m5)", "auto(l4)", "auto(av)", "manual(m6)", "manual(m6)", "auto(av)", "auto(l4)", "manual(m5)", "auto(av)", "auto(l4)", "manual(m5)", "auto(l5)", "auto(s5)", "auto(l4)", "auto(l4)", "auto(l4)", "auto(l4)", "auto(s4)", "manual(m5)", "auto(l4)", "manual(m5)", "manual(m5)", "auto(l4)", "auto(l4)", "auto(l4)", "manual(m5)", "manual(m5)", "auto(l4)", "auto(s4)", "auto(s4)", "manual(m5)", "manual(m5)", "manual(m5)", "auto(l4)", "auto(l4)", "manual(m5)", "auto(l5)", "auto(l5)", "manual(m5)", "auto(l4)", "manual(m5)", "auto(l5)", "auto(l4)", "manual(m5)", "auto(s6)", "auto(l4)", "manual(m5)", "manual(m5)", "auto(s5)", "auto(l4)", "manual(m5)", "auto(s5)", "auto(l3)", "auto(l4)", "manual(m5)", "manual(m5)", "auto(l4)", "auto(l4)", "auto(s6)", "manual(m5)", "auto(l4)", "manual(m5)", "manual(m5)", "auto(l4)", "manual(m6)", "auto(l5)", "manual(m5)", "auto(l4)", "manual(m6)", "auto(s6)", "manual(m5)", "manual(m5)", "manual(m5)", "auto(l4)", "auto(s6)", "manual(m6)", "auto(s6)", "manual(m5)", "auto(l4)", "manual(m5)", "manual(m5)", "auto(l4)", "manual(m5)", "auto(l4)", "manual(m5)", "auto(s6)", "manual(m5)", "auto(l5)", "auto(s6)", "manual(m6)", "auto(l5)", "manual(m5)", "auto(s6)" ], "untitled": [ 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 128, 129, 130, 131, 132, 133, 134, 135, 136, 137, 138, 139, 140, 141, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 155, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198, 199, 200, 201, 202, 203, 204, 205, 206, 207, 208, 209, 210, 211, 212, 213, 214, 215, 216, 217, 218, 219, 220, 221, 222, 223, 224, 225, 226, 227, 228, 229, 230, 231, 232, 233, 234 ], "year": [ 1999, 1999, 2008, 2008, 1999, 1999, 2008, 1999, 1999, 2008, 2008, 1999, 1999, 2008, 2008, 1999, 2008, 2008, 2008, 2008, 2008, 1999, 2008, 1999, 1999, 2008, 2008, 2008, 2008, 2008, 1999, 1999, 1999, 2008, 1999, 2008, 2008, 1999, 1999, 1999, 1999, 2008, 2008, 2008, 1999, 1999, 2008, 2008, 2008, 2008, 1999, 1999, 2008, 2008, 2008, 1999, 1999, 1999, 2008, 2008, 2008, 1999, 2008, 1999, 2008, 2008, 2008, 2008, 2008, 2008, 1999, 1999, 2008, 1999, 1999, 1999, 2008, 1999, 1999, 1999, 2008, 2008, 1999, 1999, 1999, 1999, 1999, 2008, 1999, 2008, 1999, 1999, 2008, 2008, 1999, 1999, 2008, 2008, 2008, 1999, 1999, 1999, 1999, 1999, 2008, 2008, 2008, 2008, 1999, 1999, 2008, 2008, 1999, 1999, 2008, 1999, 1999, 2008, 2008, 2008, 2008, 2008, 2008, 2008, 1999, 1999, 2008, 2008, 2008, 2008, 1999, 2008, 2008, 1999, 1999, 1999, 2008, 1999, 2008, 2008, 1999, 1999, 1999, 2008, 2008, 2008, 2008, 1999, 1999, 2008, 1999, 1999, 2008, 2008, 1999, 1999, 1999, 2008, 2008, 1999, 1999, 2008, 2008, 2008, 2008, 1999, 1999, 1999, 1999, 2008, 2008, 2008, 2008, 1999, 1999, 1999, 1999, 2008, 2008, 1999, 1999, 2008, 2008, 1999, 1999, 2008, 1999, 1999, 2008, 2008, 1999, 1999, 2008, 1999, 1999, 1999, 2008, 2008, 1999, 2008, 1999, 1999, 2008, 1999, 1999, 2008, 2008, 1999, 1999, 2008, 2008, 1999, 1999, 1999, 1999, 2008, 2008, 2008, 2008, 1999, 1999, 1999, 1999, 1999, 1999, 2008, 2008, 1999, 1999, 2008, 2008, 1999, 1999, 2008 ] }, "data_meta": { "series_annotations": [ { "column": "untitled", "type": "int" }, { "column": "manufacturer", "type": "str" }, { "column": "model", "type": "str" }, { "column": "displ", "type": "float" }, { "column": "year", "type": "int" }, { "column": "cyl", "type": "int" }, { "column": "trans", "type": "str" }, { "column": "cty", "type": "int" }, { "column": "hwy", "type": "int" }, { "column": "class", "type": "str" } ] }, "ggtitle": { "text": "90° Rotation, Center-Aligned Vertically" }, "guides": { "x": { "title": "Manufacturer" }, "y": { "title": "Highway MPG" } }, "kind": "plot", "layers": [ { "color": "#888", "fill": "#7CF", "geom": "boxplot", "mapping": {}, "position": "dodge", "stat": "boxplot" }, { "color": "#888", "fill": "#7CF", "geom": "point", "mapping": {}, "position": "dodge", "show_legend": false, "stat": "boxplot_outlier" } ], "mapping": { "x": "manufacturer", "y": "hwy" }, "scales": [], "theme": { "axis_text_x": { "angle": 90, "blank": false, "vjust": 0.5 } } }, "output_type": "lets_plot_spec", "swing_enabled": true }, "text/html": [ "
\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " audi\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " dodge\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " lincoln\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " mercury\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " nissan\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " pontiac\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " ford\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " subaru\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " toyota\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " volkswagen\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " chevrolet\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " honda\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " hyundai\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " jeep\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " land rover\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " 15\n", " \n", " \n", " \n", " \n", " \n", " \n", " 20\n", " \n", " \n", " \n", " \n", " \n", " \n", " 25\n", " \n", " \n", " \n", " \n", " \n", " \n", " 30\n", " \n", " \n", " \n", " \n", " \n", " \n", " 35\n", " \n", " \n", " \n", " \n", " \n", " \n", " 40\n", " \n", " \n", " \n", " \n", " \n", " \n", " 45\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " 90° Rotation, Center-Aligned Vertically\n", " \n", " \n", " \n", " \n", " Highway MPG\n", " \n", " \n", " \n", " \n", " Manufacturer\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "\n", " " ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "p + ggtitle(\"90° Rotation, Center-Aligned Vertically\") +\n", " theme(axisTextX = elementText(angle = 90, vjust = 0.5))" ] }, { "cell_type": "code", "execution_count": 6, "id": "948ed96d-22d3-499d-bb71-770719a91ec7", "metadata": {}, "outputs": [ { "data": { "application/plot+json": { "apply_color_scheme": true, "output": { "data": { "class": [ "compact", "compact", "compact", "compact", "compact", "compact", "compact", "compact", "compact", "compact", "compact", "compact", "compact", "compact", "compact", "midsize", "midsize", "midsize", "suv", "suv", "suv", "suv", "suv", "2seater", "2seater", "2seater", "2seater", "2seater", "suv", "suv", "suv", "suv", "midsize", "midsize", "midsize", "midsize", "midsize", "minivan", "minivan", "minivan", "minivan", "minivan", "minivan", "minivan", "minivan", "minivan", "minivan", "minivan", "pickup", "pickup", "pickup", "pickup", "pickup", "pickup", "pickup", "pickup", "pickup", "suv", "suv", "suv", "suv", "suv", "suv", "suv", "pickup", "pickup", "pickup", "pickup", "pickup", "pickup", "pickup", "pickup", "pickup", "pickup", "suv", "suv", "suv", "suv", "suv", "suv", "suv", "suv", "suv", "pickup", "pickup", "pickup", "pickup", "pickup", "pickup", "pickup", "subcompact", "subcompact", "subcompact", "subcompact", "subcompact", "subcompact", "subcompact", "subcompact", "subcompact", "subcompact", "subcompact", "subcompact", "subcompact", "subcompact", "subcompact", "subcompact", "subcompact", "subcompact", "midsize", "midsize", "midsize", "midsize", "midsize", "midsize", "midsize", "subcompact", "subcompact", "subcompact", "subcompact", "subcompact", "subcompact", "subcompact", "suv", "suv", "suv", "suv", "suv", "suv", "suv", "suv", "suv", "suv", "suv", "suv", "suv", "suv", "suv", "suv", "suv", "suv", "suv", "compact", "compact", "midsize", "midsize", "midsize", "midsize", "midsize", "midsize", "midsize", "suv", "suv", "suv", "suv", "midsize", "midsize", "midsize", "midsize", "midsize", "suv", "suv", "suv", "suv", "suv", "suv", "subcompact", "subcompact", "subcompact", "subcompact", "compact", "compact", "compact", "compact", "suv", "suv", "suv", "suv", "suv", "suv", "midsize", "midsize", "midsize", "midsize", "midsize", "midsize", "midsize", "compact", "compact", "compact", "compact", "compact", "compact", "compact", "compact", "compact", "compact", "compact", "compact", "suv", "suv", "pickup", "pickup", "pickup", "pickup", "pickup", "pickup", "pickup", "compact", "compact", "compact", "compact", "compact", "compact", "compact", "compact", "compact", "compact", "compact", "compact", "compact", "compact", "subcompact", "subcompact", "subcompact", "subcompact", "subcompact", "subcompact", "midsize", "midsize", "midsize", "midsize", "midsize", "midsize", "midsize" ], "cty": [ 18, 21, 20, 21, 16, 18, 18, 18, 16, 20, 19, 15, 17, 17, 15, 15, 17, 16, 14, 11, 14, 13, 12, 16, 15, 16, 15, 15, 14, 11, 11, 14, 19, 22, 18, 18, 17, 18, 17, 16, 16, 17, 17, 11, 15, 15, 16, 16, 15, 14, 13, 14, 14, 14, 9, 11, 11, 13, 13, 9, 13, 11, 13, 11, 12, 9, 13, 13, 12, 9, 11, 11, 13, 11, 11, 11, 12, 14, 15, 14, 13, 13, 13, 14, 14, 13, 13, 13, 11, 13, 18, 18, 17, 16, 15, 15, 15, 15, 14, 28, 24, 25, 23, 24, 26, 25, 24, 21, 18, 18, 21, 21, 18, 18, 19, 19, 19, 20, 20, 17, 16, 17, 17, 15, 15, 14, 9, 14, 13, 11, 11, 12, 12, 11, 11, 11, 12, 14, 13, 13, 13, 21, 19, 23, 23, 19, 19, 18, 19, 19, 14, 15, 14, 12, 18, 16, 17, 18, 16, 18, 18, 20, 19, 20, 18, 21, 19, 19, 19, 20, 20, 19, 20, 15, 16, 15, 15, 16, 14, 21, 21, 21, 21, 18, 18, 19, 21, 21, 21, 22, 18, 18, 18, 24, 24, 26, 28, 26, 11, 13, 15, 16, 17, 15, 15, 15, 16, 21, 19, 21, 22, 17, 33, 21, 19, 22, 21, 21, 21, 16, 17, 35, 29, 21, 19, 20, 20, 21, 18, 19, 21, 16, 18, 17 ], "cyl": [ 4, 4, 4, 4, 6, 6, 6, 4, 4, 4, 4, 6, 6, 6, 6, 6, 6, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 4, 4, 6, 6, 6, 4, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 8, 8, 8, 8, 8, 6, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 6, 6, 6, 6, 8, 8, 6, 6, 8, 8, 8, 8, 8, 6, 6, 6, 6, 8, 8, 8, 8, 8, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 6, 6, 6, 4, 4, 4, 4, 6, 6, 6, 6, 6, 6, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 6, 6, 8, 8, 4, 4, 4, 4, 6, 6, 6, 6, 6, 6, 6, 6, 8, 6, 6, 6, 6, 8, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 6, 6, 6, 8, 4, 4, 4, 4, 6, 6, 6, 4, 4, 4, 4, 6, 6, 6, 4, 4, 4, 4, 4, 8, 8, 4, 4, 4, 6, 6, 6, 6, 4, 4, 4, 4, 6, 4, 4, 4, 4, 4, 5, 5, 6, 6, 4, 4, 4, 4, 5, 5, 4, 4, 4, 4, 6, 6, 6 ], "displ": [ 1.8, 1.8, 2, 2, 2.8, 2.8, 3.1, 1.8, 1.8, 2, 2, 2.8, 2.8, 3.1, 3.1, 2.8, 3.1, 4.2, 5.3, 5.3, 5.3, 5.7, 6, 5.7, 5.7, 6.2, 6.2, 7, 5.3, 5.3, 5.7, 6.5, 2.4, 2.4, 3.1, 3.5, 3.6, 2.4, 3, 3.3, 3.3, 3.3, 3.3, 3.3, 3.8, 3.8, 3.8, 4, 3.7, 3.7, 3.9, 3.9, 4.7, 4.7, 4.7, 5.2, 5.2, 3.9, 4.7, 4.7, 4.7, 5.2, 5.7, 5.9, 4.7, 4.7, 4.7, 4.7, 4.7, 4.7, 5.2, 5.2, 5.7, 5.9, 4.6, 5.4, 5.4, 4, 4, 4, 4, 4.6, 5, 4.2, 4.2, 4.6, 4.6, 4.6, 5.4, 5.4, 3.8, 3.8, 4, 4, 4.6, 4.6, 4.6, 4.6, 5.4, 1.6, 1.6, 1.6, 1.6, 1.6, 1.8, 1.8, 1.8, 2, 2.4, 2.4, 2.4, 2.4, 2.5, 2.5, 3.3, 2, 2, 2, 2, 2.7, 2.7, 2.7, 3, 3.7, 4, 4.7, 4.7, 4.7, 5.7, 6.1, 4, 4.2, 4.4, 4.6, 5.4, 5.4, 5.4, 4, 4, 4.6, 5, 2.4, 2.4, 2.5, 2.5, 3.5, 3.5, 3, 3, 3.5, 3.3, 3.3, 4, 5.6, 3.1, 3.8, 3.8, 3.8, 5.3, 2.5, 2.5, 2.5, 2.5, 2.5, 2.5, 2.2, 2.2, 2.5, 2.5, 2.5, 2.5, 2.5, 2.5, 2.7, 2.7, 3.4, 3.4, 4, 4.7, 2.2, 2.2, 2.4, 2.4, 3, 3, 3.5, 2.2, 2.2, 2.4, 2.4, 3, 3, 3.3, 1.8, 1.8, 1.8, 1.8, 1.8, 4.7, 5.7, 2.7, 2.7, 2.7, 3.4, 3.4, 4, 4, 2, 2, 2, 2, 2.8, 1.9, 2, 2, 2, 2, 2.5, 2.5, 2.8, 2.8, 1.9, 1.9, 2, 2, 2.5, 2.5, 1.8, 1.8, 2, 2, 2.8, 2.8, 3.6 ], "drv": [ "f", "f", "f", "f", "f", "f", "f", "4", "4", "4", "4", "4", "4", "4", "4", "4", "4", "4", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "4", "4", "4", "4", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "4", "4", "4", "4", "4", "4", "4", "4", "4", "4", "4", "4", "4", "4", "4", "4", "4", "4", "4", "4", "4", "4", "4", "4", "4", "4", "r", "r", "r", "4", "4", "4", "4", "4", "4", "4", "4", "4", "4", "4", "4", "4", "r", "r", "r", "r", "r", "r", "r", "r", "r", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "4", "4", "4", "4", "4", "4", "4", "4", "4", "4", "4", "4", "r", "r", "r", "4", "4", "4", "4", "f", "f", "f", "f", "f", "f", "f", "f", "f", "4", "4", "4", "4", "f", "f", "f", "f", "f", "4", "4", "4", "4", "4", "4", "4", "4", "4", "4", "4", "4", "4", "4", "4", "4", "4", "4", "4", "4", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "4", "4", "4", "4", "4", "4", "4", "4", "4", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f" ], "fl": [ "p", "p", "p", "p", "p", "p", "p", "p", "p", "p", "p", "p", "p", "p", "p", "p", "p", "p", "r", "e", "r", "r", "r", "p", "p", "p", "p", "p", "r", "e", "r", "d", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "e", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "e", "r", "r", "r", "r", "e", "r", "r", "r", "r", "r", "e", "r", "r", "r", "e", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "p", "r", "r", "r", "p", "r", "r", "r", "c", "p", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "d", "r", "r", "r", "e", "r", "r", "p", "p", "r", "r", "p", "r", "p", "r", "r", "r", "r", "r", "r", "r", "r", "r", "p", "p", "r", "r", "p", "r", "r", "p", "p", "r", "p", "r", "r", "p", "r", "r", "r", "p", "r", "p", "r", "r", "r", "r", "p", "r", "p", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "p", "p", "r", "d", "r", "r", "p", "p", "r", "r", "r", "r", "d", "d", "r", "r", "r", "r", "p", "p", "p", "p", "p", "p", "p" ], "hwy": [ 29, 29, 31, 30, 26, 26, 27, 26, 25, 28, 27, 25, 25, 25, 25, 24, 25, 23, 20, 15, 20, 17, 17, 26, 23, 26, 25, 24, 19, 14, 15, 17, 27, 30, 26, 29, 26, 24, 24, 22, 22, 24, 24, 17, 22, 21, 23, 23, 19, 18, 17, 17, 19, 19, 12, 17, 15, 17, 17, 12, 17, 16, 18, 15, 16, 12, 17, 17, 16, 12, 15, 16, 17, 15, 17, 17, 18, 17, 19, 17, 19, 19, 17, 17, 17, 16, 16, 17, 15, 17, 26, 25, 26, 24, 21, 22, 23, 22, 20, 33, 32, 32, 29, 32, 34, 36, 36, 29, 26, 27, 30, 31, 26, 26, 28, 26, 29, 28, 27, 24, 24, 24, 22, 19, 20, 17, 12, 19, 18, 14, 15, 18, 18, 15, 17, 16, 18, 17, 19, 19, 17, 29, 27, 31, 32, 27, 26, 26, 25, 25, 17, 17, 20, 18, 26, 26, 27, 28, 25, 25, 24, 27, 25, 26, 23, 26, 26, 26, 26, 25, 27, 25, 27, 20, 20, 19, 17, 20, 17, 29, 27, 31, 31, 26, 26, 28, 27, 29, 31, 31, 26, 26, 27, 30, 33, 35, 37, 35, 15, 18, 20, 20, 22, 17, 19, 18, 20, 29, 26, 29, 29, 24, 44, 29, 26, 29, 29, 29, 29, 23, 24, 44, 41, 29, 26, 28, 29, 29, 29, 28, 29, 26, 26, 26 ], "manufacturer": [ "audi", "audi", "audi", "audi", "audi", "audi", "audi", "audi", "audi", "audi", "audi", "audi", "audi", "audi", "audi", "audi", "audi", "audi", "chevrolet", "chevrolet", "chevrolet", "chevrolet", "chevrolet", "chevrolet", "chevrolet", "chevrolet", "chevrolet", "chevrolet", "chevrolet", "chevrolet", "chevrolet", "chevrolet", "chevrolet", "chevrolet", "chevrolet", "chevrolet", "chevrolet", "dodge", "dodge", "dodge", "dodge", "dodge", "dodge", "dodge", "dodge", "dodge", "dodge", "dodge", "dodge", "dodge", "dodge", "dodge", "dodge", "dodge", "dodge", "dodge", "dodge", "dodge", "dodge", "dodge", "dodge", "dodge", "dodge", "dodge", "dodge", "dodge", "dodge", "dodge", "dodge", "dodge", "dodge", "dodge", "dodge", "dodge", "ford", "ford", "ford", "ford", "ford", "ford", "ford", "ford", "ford", "ford", "ford", "ford", "ford", "ford", "ford", "ford", "ford", "ford", "ford", "ford", "ford", "ford", "ford", "ford", "ford", "honda", "honda", "honda", "honda", "honda", "honda", "honda", "honda", "honda", "hyundai", "hyundai", "hyundai", "hyundai", "hyundai", "hyundai", "hyundai", "hyundai", "hyundai", "hyundai", "hyundai", "hyundai", "hyundai", "hyundai", "jeep", "jeep", "jeep", "jeep", "jeep", "jeep", "jeep", "jeep", "land rover", "land rover", "land rover", "land rover", "lincoln", "lincoln", "lincoln", "mercury", "mercury", "mercury", "mercury", "nissan", "nissan", "nissan", "nissan", "nissan", "nissan", "nissan", "nissan", "nissan", "nissan", "nissan", "nissan", "nissan", "pontiac", "pontiac", "pontiac", "pontiac", "pontiac", "subaru", "subaru", "subaru", "subaru", "subaru", "subaru", "subaru", "subaru", "subaru", "subaru", "subaru", "subaru", "subaru", "subaru", "toyota", "toyota", "toyota", "toyota", "toyota", "toyota", "toyota", "toyota", "toyota", "toyota", "toyota", "toyota", "toyota", "toyota", "toyota", "toyota", "toyota", "toyota", "toyota", "toyota", "toyota", "toyota", "toyota", "toyota", "toyota", "toyota", "toyota", "toyota", "toyota", "toyota", "toyota", "toyota", "toyota", "toyota", "volkswagen", "volkswagen", "volkswagen", "volkswagen", "volkswagen", "volkswagen", "volkswagen", "volkswagen", "volkswagen", "volkswagen", "volkswagen", "volkswagen", "volkswagen", "volkswagen", "volkswagen", "volkswagen", "volkswagen", "volkswagen", "volkswagen", "volkswagen", "volkswagen", "volkswagen", "volkswagen", "volkswagen", "volkswagen", "volkswagen", "volkswagen" ], "model": [ "a4", "a4", "a4", "a4", "a4", "a4", "a4", "a4 quattro", "a4 quattro", "a4 quattro", "a4 quattro", "a4 quattro", "a4 quattro", "a4 quattro", "a4 quattro", "a6 quattro", "a6 quattro", "a6 quattro", "c1500 suburban 2wd", "c1500 suburban 2wd", "c1500 suburban 2wd", "c1500 suburban 2wd", "c1500 suburban 2wd", "corvette", "corvette", "corvette", "corvette", "corvette", "k1500 tahoe 4wd", "k1500 tahoe 4wd", "k1500 tahoe 4wd", "k1500 tahoe 4wd", "malibu", "malibu", "malibu", "malibu", "malibu", "caravan 2wd", "caravan 2wd", "caravan 2wd", "caravan 2wd", "caravan 2wd", "caravan 2wd", "caravan 2wd", "caravan 2wd", "caravan 2wd", "caravan 2wd", "caravan 2wd", "dakota pickup 4wd", "dakota pickup 4wd", "dakota pickup 4wd", "dakota pickup 4wd", "dakota pickup 4wd", "dakota pickup 4wd", "dakota pickup 4wd", "dakota pickup 4wd", "dakota pickup 4wd", "durango 4wd", "durango 4wd", "durango 4wd", "durango 4wd", "durango 4wd", "durango 4wd", "durango 4wd", "ram 1500 pickup 4wd", "ram 1500 pickup 4wd", "ram 1500 pickup 4wd", "ram 1500 pickup 4wd", "ram 1500 pickup 4wd", "ram 1500 pickup 4wd", "ram 1500 pickup 4wd", "ram 1500 pickup 4wd", "ram 1500 pickup 4wd", "ram 1500 pickup 4wd", "expedition 2wd", "expedition 2wd", "expedition 2wd", "explorer 4wd", "explorer 4wd", "explorer 4wd", "explorer 4wd", "explorer 4wd", "explorer 4wd", "f150 pickup 4wd", "f150 pickup 4wd", "f150 pickup 4wd", "f150 pickup 4wd", "f150 pickup 4wd", "f150 pickup 4wd", "f150 pickup 4wd", "mustang", "mustang", "mustang", "mustang", "mustang", "mustang", "mustang", "mustang", "mustang", "civic", "civic", "civic", "civic", "civic", "civic", "civic", "civic", "civic", "sonata", "sonata", "sonata", "sonata", "sonata", "sonata", "sonata", "tiburon", "tiburon", "tiburon", "tiburon", "tiburon", "tiburon", "tiburon", "grand cherokee 4wd", "grand cherokee 4wd", "grand cherokee 4wd", "grand cherokee 4wd", "grand cherokee 4wd", "grand cherokee 4wd", "grand cherokee 4wd", "grand cherokee 4wd", "range rover", "range rover", "range rover", "range rover", "navigator 2wd", "navigator 2wd", "navigator 2wd", "mountaineer 4wd", "mountaineer 4wd", "mountaineer 4wd", "mountaineer 4wd", "altima", "altima", "altima", "altima", "altima", "altima", "maxima", "maxima", "maxima", "pathfinder 4wd", "pathfinder 4wd", "pathfinder 4wd", "pathfinder 4wd", "grand prix", "grand prix", "grand prix", "grand prix", "grand prix", "forester awd", "forester awd", "forester awd", "forester awd", "forester awd", "forester awd", "impreza awd", "impreza awd", "impreza awd", "impreza awd", "impreza awd", "impreza awd", "impreza awd", "impreza awd", "4runner 4wd", "4runner 4wd", "4runner 4wd", "4runner 4wd", "4runner 4wd", "4runner 4wd", "camry", "camry", "camry", "camry", "camry", "camry", "camry", "camry solara", "camry solara", "camry solara", "camry solara", "camry solara", "camry solara", "camry solara", "corolla", "corolla", "corolla", "corolla", "corolla", "land cruiser wagon 4wd", "land cruiser wagon 4wd", "toyota tacoma 4wd", "toyota tacoma 4wd", "toyota tacoma 4wd", "toyota tacoma 4wd", "toyota tacoma 4wd", "toyota tacoma 4wd", "toyota tacoma 4wd", "gti", "gti", "gti", "gti", "gti", "jetta", "jetta", "jetta", "jetta", "jetta", "jetta", "jetta", "jetta", "jetta", "new beetle", "new beetle", "new beetle", "new beetle", "new beetle", "new beetle", "passat", "passat", "passat", "passat", "passat", "passat", "passat" ], "trans": [ "auto(l5)", "manual(m5)", "manual(m6)", "auto(av)", "auto(l5)", "manual(m5)", "auto(av)", "manual(m5)", "auto(l5)", "manual(m6)", "auto(s6)", "auto(l5)", "manual(m5)", "auto(s6)", "manual(m6)", "auto(l5)", "auto(s6)", "auto(s6)", "auto(l4)", "auto(l4)", "auto(l4)", "auto(l4)", "auto(l4)", "manual(m6)", "auto(l4)", "manual(m6)", "auto(s6)", "manual(m6)", "auto(l4)", "auto(l4)", "auto(l4)", "auto(l4)", "auto(l4)", "auto(l4)", "auto(l4)", "auto(l4)", "auto(s6)", "auto(l3)", "auto(l4)", "auto(l4)", "auto(l4)", "auto(l4)", "auto(l4)", "auto(l4)", "auto(l4)", "auto(l4)", "auto(l6)", "auto(l6)", "manual(m6)", "auto(l4)", "auto(l4)", "manual(m5)", "auto(l5)", "auto(l5)", "auto(l5)", "manual(m5)", "auto(l4)", "auto(l4)", "auto(l5)", "auto(l5)", "auto(l5)", "auto(l4)", "auto(l5)", "auto(l4)", "manual(m6)", "auto(l5)", "auto(l5)", "auto(l5)", "manual(m6)", "manual(m6)", "auto(l4)", "manual(m5)", "auto(l5)", "auto(l4)", "auto(l4)", "auto(l4)", "auto(l6)", "auto(l5)", "manual(m5)", "auto(l5)", "auto(l5)", "auto(l6)", "auto(l4)", "auto(l4)", "manual(m5)", "manual(m5)", "auto(l4)", "auto(l4)", "auto(l4)", "auto(l4)", "manual(m5)", "auto(l4)", "manual(m5)", "auto(l5)", "auto(l4)", "manual(m5)", "manual(m5)", "auto(l5)", "manual(m6)", "manual(m5)", "auto(l4)", "manual(m5)", "manual(m5)", "auto(l4)", "manual(m5)", "auto(l5)", "auto(l5)", "manual(m6)", "auto(l4)", "manual(m5)", "auto(l4)", "manual(m5)", "auto(l4)", "manual(m5)", "auto(l5)", "auto(l4)", "manual(m5)", "manual(m5)", "auto(l4)", "auto(l4)", "manual(m6)", "manual(m5)", "auto(l5)", "auto(l5)", "auto(l4)", "auto(l4)", "auto(l5)", "auto(l5)", "auto(l5)", "auto(l5)", "auto(l4)", "auto(s6)", "auto(s6)", "auto(l4)", "auto(l4)", "auto(l4)", "auto(l6)", "auto(l5)", "auto(l5)", "auto(l6)", "auto(l4)", "manual(m5)", "auto(l4)", "auto(av)", "manual(m6)", "manual(m6)", "auto(av)", "auto(l4)", "manual(m5)", "auto(av)", "auto(l4)", "manual(m5)", "auto(l5)", "auto(s5)", "auto(l4)", "auto(l4)", "auto(l4)", "auto(l4)", "auto(s4)", "manual(m5)", "auto(l4)", "manual(m5)", "manual(m5)", "auto(l4)", "auto(l4)", "auto(l4)", "manual(m5)", "manual(m5)", "auto(l4)", "auto(s4)", "auto(s4)", "manual(m5)", "manual(m5)", "manual(m5)", "auto(l4)", "auto(l4)", "manual(m5)", "auto(l5)", "auto(l5)", "manual(m5)", "auto(l4)", "manual(m5)", "auto(l5)", "auto(l4)", "manual(m5)", "auto(s6)", "auto(l4)", "manual(m5)", "manual(m5)", "auto(s5)", "auto(l4)", "manual(m5)", "auto(s5)", "auto(l3)", "auto(l4)", "manual(m5)", "manual(m5)", "auto(l4)", "auto(l4)", "auto(s6)", "manual(m5)", "auto(l4)", "manual(m5)", "manual(m5)", "auto(l4)", "manual(m6)", "auto(l5)", "manual(m5)", "auto(l4)", "manual(m6)", "auto(s6)", "manual(m5)", "manual(m5)", "manual(m5)", "auto(l4)", "auto(s6)", "manual(m6)", "auto(s6)", "manual(m5)", "auto(l4)", "manual(m5)", "manual(m5)", "auto(l4)", "manual(m5)", "auto(l4)", "manual(m5)", "auto(s6)", "manual(m5)", "auto(l5)", "auto(s6)", "manual(m6)", "auto(l5)", "manual(m5)", "auto(s6)" ], "untitled": [ 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 128, 129, 130, 131, 132, 133, 134, 135, 136, 137, 138, 139, 140, 141, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 155, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198, 199, 200, 201, 202, 203, 204, 205, 206, 207, 208, 209, 210, 211, 212, 213, 214, 215, 216, 217, 218, 219, 220, 221, 222, 223, 224, 225, 226, 227, 228, 229, 230, 231, 232, 233, 234 ], "year": [ 1999, 1999, 2008, 2008, 1999, 1999, 2008, 1999, 1999, 2008, 2008, 1999, 1999, 2008, 2008, 1999, 2008, 2008, 2008, 2008, 2008, 1999, 2008, 1999, 1999, 2008, 2008, 2008, 2008, 2008, 1999, 1999, 1999, 2008, 1999, 2008, 2008, 1999, 1999, 1999, 1999, 2008, 2008, 2008, 1999, 1999, 2008, 2008, 2008, 2008, 1999, 1999, 2008, 2008, 2008, 1999, 1999, 1999, 2008, 2008, 2008, 1999, 2008, 1999, 2008, 2008, 2008, 2008, 2008, 2008, 1999, 1999, 2008, 1999, 1999, 1999, 2008, 1999, 1999, 1999, 2008, 2008, 1999, 1999, 1999, 1999, 1999, 2008, 1999, 2008, 1999, 1999, 2008, 2008, 1999, 1999, 2008, 2008, 2008, 1999, 1999, 1999, 1999, 1999, 2008, 2008, 2008, 2008, 1999, 1999, 2008, 2008, 1999, 1999, 2008, 1999, 1999, 2008, 2008, 2008, 2008, 2008, 2008, 2008, 1999, 1999, 2008, 2008, 2008, 2008, 1999, 2008, 2008, 1999, 1999, 1999, 2008, 1999, 2008, 2008, 1999, 1999, 1999, 2008, 2008, 2008, 2008, 1999, 1999, 2008, 1999, 1999, 2008, 2008, 1999, 1999, 1999, 2008, 2008, 1999, 1999, 2008, 2008, 2008, 2008, 1999, 1999, 1999, 1999, 2008, 2008, 2008, 2008, 1999, 1999, 1999, 1999, 2008, 2008, 1999, 1999, 2008, 2008, 1999, 1999, 2008, 1999, 1999, 2008, 2008, 1999, 1999, 2008, 1999, 1999, 1999, 2008, 2008, 1999, 2008, 1999, 1999, 2008, 1999, 1999, 2008, 2008, 1999, 1999, 2008, 2008, 1999, 1999, 1999, 1999, 2008, 2008, 2008, 2008, 1999, 1999, 1999, 1999, 1999, 1999, 2008, 2008, 1999, 1999, 2008, 2008, 1999, 1999, 2008 ] }, "data_meta": { "series_annotations": [ { "column": "untitled", "type": "int" }, { "column": "manufacturer", "type": "str" }, { "column": "model", "type": "str" }, { "column": "displ", "type": "float" }, { "column": "year", "type": "int" }, { "column": "cyl", "type": "int" }, { "column": "trans", "type": "str" }, { "column": "cty", "type": "int" }, { "column": "hwy", "type": "int" }, { "column": "class", "type": "str" } ] }, "ggtitle": { "text": "30° Rotation, Aligned to the Ticks" }, "guides": { "x": { "title": "Manufacturer" }, "y": { "title": "Highway MPG" } }, "kind": "plot", "layers": [ { "color": "#888", "fill": "#7CF", "geom": "boxplot", "mapping": {}, "position": "dodge", "stat": "boxplot" }, { "color": "#888", "fill": "#7CF", "geom": "point", "mapping": {}, "position": "dodge", "show_legend": false, "stat": "boxplot_outlier" } ], "mapping": { "x": "manufacturer", "y": "hwy" }, "scales": [], "theme": { "axis_text_x": { "angle": 30, "blank": false, "hjust": 1, "vjust": 1 } } }, "output_type": "lets_plot_spec", "swing_enabled": true }, "text/html": [ "
\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " audi\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " dodge\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " lincoln\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " mercury\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " nissan\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " pontiac\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " ford\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " subaru\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " toyota\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " volkswagen\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " chevrolet\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " honda\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " hyundai\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " jeep\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " land rover\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " 15\n", " \n", " \n", " \n", " \n", " \n", " \n", " 20\n", " \n", " \n", " \n", " \n", " \n", " \n", " 25\n", " \n", " \n", " \n", " \n", " \n", " \n", " 30\n", " \n", " \n", " \n", " \n", " \n", " \n", " 35\n", " \n", " \n", " \n", " \n", " \n", " \n", " 40\n", " \n", " \n", " \n", " \n", " \n", " \n", " 45\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " 30° Rotation, Aligned to the Ticks\n", " \n", " \n", " \n", " \n", " Highway MPG\n", " \n", " \n", " \n", " \n", " Manufacturer\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "\n", " " ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "p + ggtitle(\"30° Rotation, Aligned to the Ticks\") +\n", " theme(axisTextX = elementText(angle = 30, hjust = 1.0, vjust = 1.0))" ] }, { "cell_type": "code", "execution_count": 7, "id": "f2cd5451-baa1-42ed-a93d-3d78f253723f", "metadata": {}, "outputs": [ { "data": { "application/plot+json": { "apply_color_scheme": true, "output": { "data": { "class": [ "compact", "compact", "compact", "compact", "compact", "compact", "compact", "compact", "compact", "compact", "compact", "compact", "compact", "compact", "compact", "midsize", "midsize", "midsize", "suv", "suv", "suv", "suv", "suv", "2seater", "2seater", "2seater", "2seater", "2seater", "suv", "suv", "suv", "suv", "midsize", "midsize", "midsize", "midsize", "midsize", "minivan", "minivan", "minivan", "minivan", "minivan", "minivan", "minivan", "minivan", "minivan", "minivan", "minivan", "pickup", "pickup", "pickup", "pickup", "pickup", "pickup", "pickup", "pickup", "pickup", "suv", "suv", "suv", "suv", "suv", "suv", "suv", "pickup", "pickup", "pickup", "pickup", "pickup", "pickup", "pickup", "pickup", "pickup", "pickup", "suv", "suv", "suv", "suv", "suv", "suv", "suv", "suv", "suv", "pickup", "pickup", "pickup", "pickup", "pickup", "pickup", "pickup", "subcompact", "subcompact", "subcompact", "subcompact", "subcompact", "subcompact", "subcompact", "subcompact", "subcompact", "subcompact", "subcompact", "subcompact", "subcompact", "subcompact", "subcompact", "subcompact", "subcompact", "subcompact", "midsize", "midsize", "midsize", "midsize", "midsize", "midsize", "midsize", "subcompact", "subcompact", "subcompact", "subcompact", "subcompact", "subcompact", "subcompact", "suv", "suv", "suv", "suv", "suv", "suv", "suv", "suv", "suv", "suv", "suv", "suv", "suv", "suv", "suv", "suv", "suv", "suv", "suv", "compact", "compact", "midsize", "midsize", "midsize", "midsize", "midsize", "midsize", "midsize", "suv", "suv", "suv", "suv", "midsize", "midsize", "midsize", "midsize", "midsize", "suv", "suv", "suv", "suv", "suv", "suv", "subcompact", "subcompact", "subcompact", "subcompact", "compact", "compact", "compact", "compact", "suv", "suv", "suv", "suv", "suv", "suv", "midsize", "midsize", "midsize", "midsize", "midsize", "midsize", "midsize", "compact", "compact", "compact", "compact", "compact", "compact", "compact", "compact", "compact", "compact", "compact", "compact", "suv", "suv", "pickup", "pickup", "pickup", "pickup", "pickup", "pickup", "pickup", "compact", "compact", "compact", "compact", "compact", "compact", "compact", "compact", "compact", "compact", "compact", "compact", "compact", "compact", "subcompact", "subcompact", "subcompact", "subcompact", "subcompact", "subcompact", "midsize", "midsize", "midsize", "midsize", "midsize", "midsize", "midsize" ], "cty": [ 18, 21, 20, 21, 16, 18, 18, 18, 16, 20, 19, 15, 17, 17, 15, 15, 17, 16, 14, 11, 14, 13, 12, 16, 15, 16, 15, 15, 14, 11, 11, 14, 19, 22, 18, 18, 17, 18, 17, 16, 16, 17, 17, 11, 15, 15, 16, 16, 15, 14, 13, 14, 14, 14, 9, 11, 11, 13, 13, 9, 13, 11, 13, 11, 12, 9, 13, 13, 12, 9, 11, 11, 13, 11, 11, 11, 12, 14, 15, 14, 13, 13, 13, 14, 14, 13, 13, 13, 11, 13, 18, 18, 17, 16, 15, 15, 15, 15, 14, 28, 24, 25, 23, 24, 26, 25, 24, 21, 18, 18, 21, 21, 18, 18, 19, 19, 19, 20, 20, 17, 16, 17, 17, 15, 15, 14, 9, 14, 13, 11, 11, 12, 12, 11, 11, 11, 12, 14, 13, 13, 13, 21, 19, 23, 23, 19, 19, 18, 19, 19, 14, 15, 14, 12, 18, 16, 17, 18, 16, 18, 18, 20, 19, 20, 18, 21, 19, 19, 19, 20, 20, 19, 20, 15, 16, 15, 15, 16, 14, 21, 21, 21, 21, 18, 18, 19, 21, 21, 21, 22, 18, 18, 18, 24, 24, 26, 28, 26, 11, 13, 15, 16, 17, 15, 15, 15, 16, 21, 19, 21, 22, 17, 33, 21, 19, 22, 21, 21, 21, 16, 17, 35, 29, 21, 19, 20, 20, 21, 18, 19, 21, 16, 18, 17 ], "cyl": [ 4, 4, 4, 4, 6, 6, 6, 4, 4, 4, 4, 6, 6, 6, 6, 6, 6, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 4, 4, 6, 6, 6, 4, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 8, 8, 8, 8, 8, 6, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 6, 6, 6, 6, 8, 8, 6, 6, 8, 8, 8, 8, 8, 6, 6, 6, 6, 8, 8, 8, 8, 8, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 6, 6, 6, 4, 4, 4, 4, 6, 6, 6, 6, 6, 6, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 6, 6, 8, 8, 4, 4, 4, 4, 6, 6, 6, 6, 6, 6, 6, 6, 8, 6, 6, 6, 6, 8, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 6, 6, 6, 8, 4, 4, 4, 4, 6, 6, 6, 4, 4, 4, 4, 6, 6, 6, 4, 4, 4, 4, 4, 8, 8, 4, 4, 4, 6, 6, 6, 6, 4, 4, 4, 4, 6, 4, 4, 4, 4, 4, 5, 5, 6, 6, 4, 4, 4, 4, 5, 5, 4, 4, 4, 4, 6, 6, 6 ], "displ": [ 1.8, 1.8, 2, 2, 2.8, 2.8, 3.1, 1.8, 1.8, 2, 2, 2.8, 2.8, 3.1, 3.1, 2.8, 3.1, 4.2, 5.3, 5.3, 5.3, 5.7, 6, 5.7, 5.7, 6.2, 6.2, 7, 5.3, 5.3, 5.7, 6.5, 2.4, 2.4, 3.1, 3.5, 3.6, 2.4, 3, 3.3, 3.3, 3.3, 3.3, 3.3, 3.8, 3.8, 3.8, 4, 3.7, 3.7, 3.9, 3.9, 4.7, 4.7, 4.7, 5.2, 5.2, 3.9, 4.7, 4.7, 4.7, 5.2, 5.7, 5.9, 4.7, 4.7, 4.7, 4.7, 4.7, 4.7, 5.2, 5.2, 5.7, 5.9, 4.6, 5.4, 5.4, 4, 4, 4, 4, 4.6, 5, 4.2, 4.2, 4.6, 4.6, 4.6, 5.4, 5.4, 3.8, 3.8, 4, 4, 4.6, 4.6, 4.6, 4.6, 5.4, 1.6, 1.6, 1.6, 1.6, 1.6, 1.8, 1.8, 1.8, 2, 2.4, 2.4, 2.4, 2.4, 2.5, 2.5, 3.3, 2, 2, 2, 2, 2.7, 2.7, 2.7, 3, 3.7, 4, 4.7, 4.7, 4.7, 5.7, 6.1, 4, 4.2, 4.4, 4.6, 5.4, 5.4, 5.4, 4, 4, 4.6, 5, 2.4, 2.4, 2.5, 2.5, 3.5, 3.5, 3, 3, 3.5, 3.3, 3.3, 4, 5.6, 3.1, 3.8, 3.8, 3.8, 5.3, 2.5, 2.5, 2.5, 2.5, 2.5, 2.5, 2.2, 2.2, 2.5, 2.5, 2.5, 2.5, 2.5, 2.5, 2.7, 2.7, 3.4, 3.4, 4, 4.7, 2.2, 2.2, 2.4, 2.4, 3, 3, 3.5, 2.2, 2.2, 2.4, 2.4, 3, 3, 3.3, 1.8, 1.8, 1.8, 1.8, 1.8, 4.7, 5.7, 2.7, 2.7, 2.7, 3.4, 3.4, 4, 4, 2, 2, 2, 2, 2.8, 1.9, 2, 2, 2, 2, 2.5, 2.5, 2.8, 2.8, 1.9, 1.9, 2, 2, 2.5, 2.5, 1.8, 1.8, 2, 2, 2.8, 2.8, 3.6 ], "drv": [ "f", "f", "f", "f", "f", "f", "f", "4", "4", "4", "4", "4", "4", "4", "4", "4", "4", "4", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "4", "4", "4", "4", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "4", "4", "4", "4", "4", "4", "4", "4", "4", "4", "4", "4", "4", "4", "4", "4", "4", "4", "4", "4", "4", "4", "4", "4", "4", "4", "r", "r", "r", "4", "4", "4", "4", "4", "4", "4", "4", "4", "4", "4", "4", "4", "r", "r", "r", "r", "r", "r", "r", "r", "r", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "4", "4", "4", "4", "4", "4", "4", "4", "4", "4", "4", "4", "r", "r", "r", "4", "4", "4", "4", "f", "f", "f", "f", "f", "f", "f", "f", "f", "4", "4", "4", "4", "f", "f", "f", "f", "f", "4", "4", "4", "4", "4", "4", "4", "4", "4", "4", "4", "4", "4", "4", "4", "4", "4", "4", "4", "4", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "4", "4", "4", "4", "4", "4", "4", "4", "4", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f", "f" ], "fl": [ "p", "p", "p", "p", "p", "p", "p", "p", "p", "p", "p", "p", "p", "p", "p", "p", "p", "p", "r", "e", "r", "r", "r", "p", "p", "p", "p", "p", "r", "e", "r", "d", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "e", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "e", "r", "r", "r", "r", "e", "r", "r", "r", "r", "r", "e", "r", "r", "r", "e", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "p", "r", "r", "r", "p", "r", "r", "r", "c", "p", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "d", "r", "r", "r", "e", "r", "r", "p", "p", "r", "r", "p", "r", "p", "r", "r", "r", "r", "r", "r", "r", "r", "r", "p", "p", "r", "r", "p", "r", "r", "p", "p", "r", "p", "r", "r", "p", "r", "r", "r", "p", "r", "p", "r", "r", "r", "r", "p", "r", "p", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "r", "p", "p", "r", "d", "r", "r", "p", "p", "r", "r", "r", "r", "d", "d", "r", "r", "r", "r", "p", "p", "p", "p", "p", "p", "p" ], "hwy": [ 29, 29, 31, 30, 26, 26, 27, 26, 25, 28, 27, 25, 25, 25, 25, 24, 25, 23, 20, 15, 20, 17, 17, 26, 23, 26, 25, 24, 19, 14, 15, 17, 27, 30, 26, 29, 26, 24, 24, 22, 22, 24, 24, 17, 22, 21, 23, 23, 19, 18, 17, 17, 19, 19, 12, 17, 15, 17, 17, 12, 17, 16, 18, 15, 16, 12, 17, 17, 16, 12, 15, 16, 17, 15, 17, 17, 18, 17, 19, 17, 19, 19, 17, 17, 17, 16, 16, 17, 15, 17, 26, 25, 26, 24, 21, 22, 23, 22, 20, 33, 32, 32, 29, 32, 34, 36, 36, 29, 26, 27, 30, 31, 26, 26, 28, 26, 29, 28, 27, 24, 24, 24, 22, 19, 20, 17, 12, 19, 18, 14, 15, 18, 18, 15, 17, 16, 18, 17, 19, 19, 17, 29, 27, 31, 32, 27, 26, 26, 25, 25, 17, 17, 20, 18, 26, 26, 27, 28, 25, 25, 24, 27, 25, 26, 23, 26, 26, 26, 26, 25, 27, 25, 27, 20, 20, 19, 17, 20, 17, 29, 27, 31, 31, 26, 26, 28, 27, 29, 31, 31, 26, 26, 27, 30, 33, 35, 37, 35, 15, 18, 20, 20, 22, 17, 19, 18, 20, 29, 26, 29, 29, 24, 44, 29, 26, 29, 29, 29, 29, 23, 24, 44, 41, 29, 26, 28, 29, 29, 29, 28, 29, 26, 26, 26 ], "manufacturer": [ "audi", "audi", "audi", "audi", "audi", "audi", "audi", "audi", "audi", "audi", "audi", "audi", "audi", "audi", "audi", "audi", "audi", "audi", "chevrolet", "chevrolet", "chevrolet", "chevrolet", "chevrolet", "chevrolet", "chevrolet", "chevrolet", "chevrolet", "chevrolet", "chevrolet", "chevrolet", "chevrolet", "chevrolet", "chevrolet", "chevrolet", "chevrolet", "chevrolet", "chevrolet", "dodge", "dodge", "dodge", "dodge", "dodge", "dodge", "dodge", "dodge", "dodge", "dodge", "dodge", "dodge", "dodge", "dodge", "dodge", "dodge", "dodge", "dodge", "dodge", "dodge", "dodge", "dodge", "dodge", "dodge", "dodge", "dodge", "dodge", "dodge", "dodge", "dodge", "dodge", "dodge", "dodge", "dodge", "dodge", "dodge", "dodge", "ford", "ford", "ford", "ford", "ford", "ford", "ford", "ford", "ford", "ford", "ford", "ford", "ford", "ford", "ford", "ford", "ford", "ford", "ford", "ford", "ford", "ford", "ford", "ford", "ford", "honda", "honda", "honda", "honda", "honda", "honda", "honda", "honda", "honda", "hyundai", "hyundai", "hyundai", "hyundai", "hyundai", "hyundai", "hyundai", "hyundai", "hyundai", "hyundai", "hyundai", "hyundai", "hyundai", "hyundai", "jeep", "jeep", "jeep", "jeep", "jeep", "jeep", "jeep", "jeep", "land rover", "land rover", "land rover", "land rover", "lincoln", "lincoln", "lincoln", "mercury", "mercury", "mercury", "mercury", "nissan", "nissan", "nissan", "nissan", "nissan", "nissan", "nissan", "nissan", "nissan", "nissan", "nissan", "nissan", "nissan", "pontiac", "pontiac", "pontiac", "pontiac", "pontiac", "subaru", "subaru", "subaru", "subaru", "subaru", "subaru", "subaru", "subaru", "subaru", "subaru", "subaru", "subaru", "subaru", "subaru", "toyota", "toyota", "toyota", "toyota", "toyota", "toyota", "toyota", "toyota", "toyota", "toyota", "toyota", "toyota", "toyota", "toyota", "toyota", "toyota", "toyota", "toyota", "toyota", "toyota", "toyota", "toyota", "toyota", "toyota", "toyota", "toyota", "toyota", "toyota", "toyota", "toyota", "toyota", "toyota", "toyota", "toyota", "volkswagen", "volkswagen", "volkswagen", "volkswagen", "volkswagen", "volkswagen", "volkswagen", "volkswagen", "volkswagen", "volkswagen", "volkswagen", "volkswagen", "volkswagen", "volkswagen", "volkswagen", "volkswagen", "volkswagen", "volkswagen", "volkswagen", "volkswagen", "volkswagen", "volkswagen", "volkswagen", "volkswagen", "volkswagen", "volkswagen", "volkswagen" ], "model": [ "a4", "a4", "a4", "a4", "a4", "a4", "a4", "a4 quattro", "a4 quattro", "a4 quattro", "a4 quattro", "a4 quattro", "a4 quattro", "a4 quattro", "a4 quattro", "a6 quattro", "a6 quattro", "a6 quattro", "c1500 suburban 2wd", "c1500 suburban 2wd", "c1500 suburban 2wd", "c1500 suburban 2wd", "c1500 suburban 2wd", "corvette", "corvette", "corvette", "corvette", "corvette", "k1500 tahoe 4wd", "k1500 tahoe 4wd", "k1500 tahoe 4wd", "k1500 tahoe 4wd", "malibu", "malibu", "malibu", "malibu", "malibu", "caravan 2wd", "caravan 2wd", "caravan 2wd", "caravan 2wd", "caravan 2wd", "caravan 2wd", "caravan 2wd", "caravan 2wd", "caravan 2wd", "caravan 2wd", "caravan 2wd", "dakota pickup 4wd", "dakota pickup 4wd", "dakota pickup 4wd", "dakota pickup 4wd", "dakota pickup 4wd", "dakota pickup 4wd", "dakota pickup 4wd", "dakota pickup 4wd", "dakota pickup 4wd", "durango 4wd", "durango 4wd", "durango 4wd", "durango 4wd", "durango 4wd", "durango 4wd", "durango 4wd", "ram 1500 pickup 4wd", "ram 1500 pickup 4wd", "ram 1500 pickup 4wd", "ram 1500 pickup 4wd", "ram 1500 pickup 4wd", "ram 1500 pickup 4wd", "ram 1500 pickup 4wd", "ram 1500 pickup 4wd", "ram 1500 pickup 4wd", "ram 1500 pickup 4wd", "expedition 2wd", "expedition 2wd", "expedition 2wd", "explorer 4wd", "explorer 4wd", "explorer 4wd", "explorer 4wd", "explorer 4wd", "explorer 4wd", "f150 pickup 4wd", "f150 pickup 4wd", "f150 pickup 4wd", "f150 pickup 4wd", "f150 pickup 4wd", "f150 pickup 4wd", "f150 pickup 4wd", "mustang", "mustang", "mustang", "mustang", "mustang", "mustang", "mustang", "mustang", "mustang", "civic", "civic", "civic", "civic", "civic", "civic", "civic", "civic", "civic", "sonata", "sonata", "sonata", "sonata", "sonata", "sonata", "sonata", "tiburon", "tiburon", "tiburon", "tiburon", "tiburon", "tiburon", "tiburon", "grand cherokee 4wd", "grand cherokee 4wd", "grand cherokee 4wd", "grand cherokee 4wd", "grand cherokee 4wd", "grand cherokee 4wd", "grand cherokee 4wd", "grand cherokee 4wd", "range rover", "range rover", "range rover", "range rover", "navigator 2wd", "navigator 2wd", "navigator 2wd", "mountaineer 4wd", "mountaineer 4wd", "mountaineer 4wd", "mountaineer 4wd", "altima", "altima", "altima", "altima", "altima", "altima", "maxima", "maxima", "maxima", "pathfinder 4wd", "pathfinder 4wd", "pathfinder 4wd", "pathfinder 4wd", "grand prix", "grand prix", "grand prix", "grand prix", "grand prix", "forester awd", "forester awd", "forester awd", "forester awd", "forester awd", "forester awd", "impreza awd", "impreza awd", "impreza awd", "impreza awd", "impreza awd", "impreza awd", "impreza awd", "impreza awd", "4runner 4wd", "4runner 4wd", "4runner 4wd", "4runner 4wd", "4runner 4wd", "4runner 4wd", "camry", "camry", "camry", "camry", "camry", "camry", "camry", "camry solara", "camry solara", "camry solara", "camry solara", "camry solara", "camry solara", "camry solara", "corolla", "corolla", "corolla", "corolla", "corolla", "land cruiser wagon 4wd", "land cruiser wagon 4wd", "toyota tacoma 4wd", "toyota tacoma 4wd", "toyota tacoma 4wd", "toyota tacoma 4wd", "toyota tacoma 4wd", "toyota tacoma 4wd", "toyota tacoma 4wd", "gti", "gti", "gti", "gti", "gti", "jetta", "jetta", "jetta", "jetta", "jetta", "jetta", "jetta", "jetta", "jetta", "new beetle", "new beetle", "new beetle", "new beetle", "new beetle", "new beetle", "passat", "passat", "passat", "passat", "passat", "passat", "passat" ], "trans": [ "auto(l5)", "manual(m5)", "manual(m6)", "auto(av)", "auto(l5)", "manual(m5)", "auto(av)", "manual(m5)", "auto(l5)", "manual(m6)", "auto(s6)", "auto(l5)", "manual(m5)", "auto(s6)", "manual(m6)", "auto(l5)", "auto(s6)", "auto(s6)", "auto(l4)", "auto(l4)", "auto(l4)", "auto(l4)", "auto(l4)", "manual(m6)", "auto(l4)", "manual(m6)", "auto(s6)", "manual(m6)", "auto(l4)", "auto(l4)", "auto(l4)", "auto(l4)", "auto(l4)", "auto(l4)", "auto(l4)", "auto(l4)", "auto(s6)", "auto(l3)", "auto(l4)", "auto(l4)", "auto(l4)", "auto(l4)", "auto(l4)", "auto(l4)", "auto(l4)", "auto(l4)", "auto(l6)", "auto(l6)", "manual(m6)", "auto(l4)", "auto(l4)", "manual(m5)", "auto(l5)", "auto(l5)", "auto(l5)", "manual(m5)", "auto(l4)", "auto(l4)", "auto(l5)", "auto(l5)", "auto(l5)", "auto(l4)", "auto(l5)", "auto(l4)", "manual(m6)", "auto(l5)", "auto(l5)", "auto(l5)", "manual(m6)", "manual(m6)", "auto(l4)", "manual(m5)", "auto(l5)", "auto(l4)", "auto(l4)", "auto(l4)", "auto(l6)", "auto(l5)", "manual(m5)", "auto(l5)", "auto(l5)", "auto(l6)", "auto(l4)", "auto(l4)", "manual(m5)", "manual(m5)", "auto(l4)", "auto(l4)", "auto(l4)", "auto(l4)", "manual(m5)", "auto(l4)", "manual(m5)", "auto(l5)", "auto(l4)", "manual(m5)", "manual(m5)", "auto(l5)", "manual(m6)", "manual(m5)", "auto(l4)", "manual(m5)", "manual(m5)", "auto(l4)", "manual(m5)", "auto(l5)", "auto(l5)", "manual(m6)", "auto(l4)", "manual(m5)", "auto(l4)", "manual(m5)", "auto(l4)", "manual(m5)", "auto(l5)", "auto(l4)", "manual(m5)", "manual(m5)", "auto(l4)", "auto(l4)", "manual(m6)", "manual(m5)", "auto(l5)", "auto(l5)", "auto(l4)", "auto(l4)", "auto(l5)", "auto(l5)", "auto(l5)", "auto(l5)", "auto(l4)", "auto(s6)", "auto(s6)", "auto(l4)", "auto(l4)", "auto(l4)", "auto(l6)", "auto(l5)", "auto(l5)", "auto(l6)", "auto(l4)", "manual(m5)", "auto(l4)", "auto(av)", "manual(m6)", "manual(m6)", "auto(av)", "auto(l4)", "manual(m5)", "auto(av)", "auto(l4)", "manual(m5)", "auto(l5)", "auto(s5)", "auto(l4)", "auto(l4)", "auto(l4)", "auto(l4)", "auto(s4)", "manual(m5)", "auto(l4)", "manual(m5)", "manual(m5)", "auto(l4)", "auto(l4)", "auto(l4)", "manual(m5)", "manual(m5)", "auto(l4)", "auto(s4)", "auto(s4)", "manual(m5)", "manual(m5)", "manual(m5)", "auto(l4)", "auto(l4)", "manual(m5)", "auto(l5)", "auto(l5)", "manual(m5)", "auto(l4)", "manual(m5)", "auto(l5)", "auto(l4)", "manual(m5)", "auto(s6)", "auto(l4)", "manual(m5)", "manual(m5)", "auto(s5)", "auto(l4)", "manual(m5)", "auto(s5)", "auto(l3)", "auto(l4)", "manual(m5)", "manual(m5)", "auto(l4)", "auto(l4)", "auto(s6)", "manual(m5)", "auto(l4)", "manual(m5)", "manual(m5)", "auto(l4)", "manual(m6)", "auto(l5)", "manual(m5)", "auto(l4)", "manual(m6)", "auto(s6)", "manual(m5)", "manual(m5)", "manual(m5)", "auto(l4)", "auto(s6)", "manual(m6)", "auto(s6)", "manual(m5)", "auto(l4)", "manual(m5)", "manual(m5)", "auto(l4)", "manual(m5)", "auto(l4)", "manual(m5)", "auto(s6)", "manual(m5)", "auto(l5)", "auto(s6)", "manual(m6)", "auto(l5)", "manual(m5)", "auto(s6)" ], "untitled": [ 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 128, 129, 130, 131, 132, 133, 134, 135, 136, 137, 138, 139, 140, 141, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 155, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198, 199, 200, 201, 202, 203, 204, 205, 206, 207, 208, 209, 210, 211, 212, 213, 214, 215, 216, 217, 218, 219, 220, 221, 222, 223, 224, 225, 226, 227, 228, 229, 230, 231, 232, 233, 234 ], "year": [ 1999, 1999, 2008, 2008, 1999, 1999, 2008, 1999, 1999, 2008, 2008, 1999, 1999, 2008, 2008, 1999, 2008, 2008, 2008, 2008, 2008, 1999, 2008, 1999, 1999, 2008, 2008, 2008, 2008, 2008, 1999, 1999, 1999, 2008, 1999, 2008, 2008, 1999, 1999, 1999, 1999, 2008, 2008, 2008, 1999, 1999, 2008, 2008, 2008, 2008, 1999, 1999, 2008, 2008, 2008, 1999, 1999, 1999, 2008, 2008, 2008, 1999, 2008, 1999, 2008, 2008, 2008, 2008, 2008, 2008, 1999, 1999, 2008, 1999, 1999, 1999, 2008, 1999, 1999, 1999, 2008, 2008, 1999, 1999, 1999, 1999, 1999, 2008, 1999, 2008, 1999, 1999, 2008, 2008, 1999, 1999, 2008, 2008, 2008, 1999, 1999, 1999, 1999, 1999, 2008, 2008, 2008, 2008, 1999, 1999, 2008, 2008, 1999, 1999, 2008, 1999, 1999, 2008, 2008, 2008, 2008, 2008, 2008, 2008, 1999, 1999, 2008, 2008, 2008, 2008, 1999, 2008, 2008, 1999, 1999, 1999, 2008, 1999, 2008, 2008, 1999, 1999, 1999, 2008, 2008, 2008, 2008, 1999, 1999, 2008, 1999, 1999, 2008, 2008, 1999, 1999, 1999, 2008, 2008, 1999, 1999, 2008, 2008, 2008, 2008, 1999, 1999, 1999, 1999, 2008, 2008, 2008, 2008, 1999, 1999, 1999, 1999, 2008, 2008, 1999, 1999, 2008, 2008, 1999, 1999, 2008, 1999, 1999, 2008, 2008, 1999, 1999, 2008, 1999, 1999, 1999, 2008, 2008, 1999, 2008, 1999, 1999, 2008, 1999, 1999, 2008, 2008, 1999, 1999, 2008, 2008, 1999, 1999, 1999, 1999, 2008, 2008, 2008, 2008, 1999, 1999, 1999, 1999, 1999, 1999, 2008, 2008, 1999, 1999, 2008, 2008, 1999, 1999, 2008 ] }, "data_meta": { "series_annotations": [ { "column": "untitled", "type": "int" }, { "column": "manufacturer", "type": "str" }, { "column": "model", "type": "str" }, { "column": "displ", "type": "float" }, { "column": "year", "type": "int" }, { "column": "cyl", "type": "int" }, { "column": "trans", "type": "str" }, { "column": "cty", "type": "int" }, { "column": "hwy", "type": "int" }, { "column": "class", "type": "str" } ] }, "ggtitle": { "text": "40° Rotation, at the Bottom, Center-aligned Horizontally" }, "guides": { "x": { "title": "Manufacturer" }, "y": { "title": "Highway MPG" } }, "kind": "plot", "layers": [ { "color": "#888", "fill": "#7CF", "geom": "boxplot", "mapping": {}, "position": "dodge", "stat": "boxplot" }, { "color": "#888", "fill": "#7CF", "geom": "point", "mapping": {}, "position": "dodge", "show_legend": false, "stat": "boxplot_outlier" } ], "mapping": { "x": "manufacturer", "y": "hwy" }, "scales": [], "theme": { "axis_text_x": { "angle": 40, "blank": false, "hjust": 0.5, "vjust": 0 } } }, "output_type": "lets_plot_spec", "swing_enabled": true }, "text/html": [ "
\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " audi\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " dodge\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " lincoln\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " mercury\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " nissan\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " pontiac\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " ford\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " subaru\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " toyota\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " volkswagen\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " chevrolet\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " honda\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " hyundai\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " jeep\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " land rover\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " 15\n", " \n", " \n", " \n", " \n", " \n", " \n", " 20\n", " \n", " \n", " \n", " \n", " \n", " \n", " 25\n", " \n", " \n", " \n", " \n", " \n", " \n", " 30\n", " \n", " \n", " \n", " \n", " \n", " \n", " 35\n", " \n", " \n", " \n", " \n", " \n", " \n", " 40\n", " \n", " \n", " \n", " \n", " \n", " \n", " 45\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " 40° Rotation, at the Bottom, Center-aligned Horizontally\n", " \n", " \n", " \n", " \n", " Highway MPG\n", " \n", " \n", " \n", " \n", " Manufacturer\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "\n", " " ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ "p + ggtitle(\"40° Rotation, at the Bottom, Center-aligned Horizontally\") +\n", " theme(axisTextX = elementText(angle = 40, hjust = 0.5, vjust = 0.0))" ] }, { "cell_type": "code", "execution_count": 8, "id": "705475a2-f97f-4ac0-99ef-0f2608d7dc24", "metadata": {}, "outputs": [], "source": [ "data class CategoryData(val category: String, val value: Int)\n", "\n", "val cdata = listOf(\n", " CategoryData(\"Highly Recommended\", 25),\n", " CategoryData(\"Moderately Satisfactory\", 40),\n", " CategoryData(\"Needs Improvement\", 15),\n", " CategoryData(\"Exceeds Expectations\", 35),\n", " CategoryData(\"Barely Acceptable Quality\", 10)\n", ")\n", "\n", "val cdataMap = mapOf(\n", " \"category\" to cdata.map { it.category },\n", " \"value\" to cdata.map { it.value }\n", ")\n", "\n", "val cp = letsPlot(cdataMap) {\n", " x = \"value\" \n", " y = \"category\"\n", "} + geomBar(stat = Stat.identity, fill = \"#FB7\") +\n", " ggtitle(\"Y-Axis Label Justification Demo\") +\n", " xlab(\"Value\") +\n", " ylab(\"Category\")" ] }, { "cell_type": "markdown", "id": "2a1fa511-adab-442b-8506-9cd0f96a6191", "metadata": {}, "source": [ "* Left-aligning long labels creates a consistent starting edge, improving readability, while aligning with natural left-to-right reading patterns." ] }, { "cell_type": "code", "execution_count": 9, "id": "df18cd99-ebad-4b50-ae60-118f9ed2b585", "metadata": {}, "outputs": [ { "data": { "application/plot+json": { "apply_color_scheme": true, "output": { "data": { "category": [ "Highly Recommended", "Moderately Satisfactory", "Needs Improvement", "Exceeds Expectations", "Barely Acceptable Quality" ], "value": [ 25, 40, 15, 35, 10 ] }, "data_meta": { "series_annotations": [ { "column": "category", "type": "str" }, { "column": "value", "type": "int" } ] }, "ggtitle": { "text": "Y-Axis Label Justification Demo" }, "guides": { "x": { "title": "Value" }, "y": { "title": "Category" } }, "kind": "plot", "layers": [ { "fill": "#FB7", "geom": "bar", "mapping": {}, "position": "stack", "stat": "identity" } ], "mapping": { "x": "value", "y": "category" }, "scales": [], "theme": { "axis_text_y": { "blank": false, "hjust": 1 } } }, "output_type": "lets_plot_spec", "swing_enabled": true }, "text/html": [ "
\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " 0\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " 10\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " 20\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " 30\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " 40\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " Highly Recommended\n", " \n", " \n", " \n", " \n", " \n", " \n", " Moderately Satisfactory\n", " \n", " \n", " \n", " \n", " \n", " \n", " Needs Improvement\n", " \n", " \n", " \n", " \n", " \n", " \n", " Exceeds Expectations\n", " \n", " \n", " \n", " \n", " \n", " \n", " Barely Acceptable Quality\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " Y-Axis Label Justification Demo\n", " \n", " \n", " \n", " \n", " Category\n", " \n", " \n", " \n", " \n", " Value\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "\n", " " ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], "source": [ " cp + theme(axisTextY = elementText(hjust = 1.0))" ] } ], "metadata": { "kernelspec": { "display_name": "Kotlin", "language": "kotlin", "name": "kotlin" }, "language_info": { "codemirror_mode": "text/x-kotlin", "file_extension": ".kt", "mimetype": "text/x-kotlin", "name": "kotlin", "nbconvert_exporter": "", "pygments_lexer": "kotlin", "version": "1.9.23" } }, "nbformat": 4, "nbformat_minor": 5 }