{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Basic usage\n", "\n", "To display plots in a notebook, as is always the case for Bokeh plots, we also need to import `bokeh.io` and execute `bokeh.io.output_notebook()`. We will use the automobile fuel efficiency sample data set that is included in Bokeh to demonstrate the usage of iqplot." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [ { "data": { "text/html": [ " \n", "
\n", " \n", " Loading BokehJS ...\n", "
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\\n\"+\n \"

\\n\"+\n \"BokehJS does not appear to have successfully loaded. If loading BokehJS from CDN, this \\n\"+\n \"may be due to a slow or bad network connection. Possible fixes:\\n\"+\n \"

\\n\"+\n \"\\n\"+\n \"\\n\"+\n \"from bokeh.resources import INLINE\\n\"+\n \"output_notebook(resources=INLINE)\\n\"+\n \"\\n\"+\n \"
\"}};\n\n function display_loaded(error = null) {\n const el = document.getElementById(\"f4829934-b42b-43c6-af6c-23580ac46de7\");\n if (el != null) {\n const html = (() => {\n if (typeof root.Bokeh === \"undefined\") {\n if (error == null) {\n return \"BokehJS is loading ...\";\n } else {\n return \"BokehJS failed to load.\";\n }\n } else {\n const prefix = `BokehJS ${root.Bokeh.version}`;\n if (error == null) {\n return `${prefix} successfully loaded.`;\n } else {\n return `${prefix} encountered errors while loading and may not function as expected.`;\n }\n }\n })();\n el.innerHTML = html;\n\n if (error != null) {\n const wrapper = document.createElement(\"div\");\n wrapper.style.overflow = \"auto\";\n wrapper.style.height = \"5em\";\n wrapper.style.resize = \"vertical\";\n const content = document.createElement(\"div\");\n content.style.fontFamily = \"monospace\";\n content.style.whiteSpace = \"pre-wrap\";\n content.style.backgroundColor = \"rgb(255, 221, 221)\";\n content.textContent = error.stack ?? error.toString();\n wrapper.append(content);\n el.append(wrapper);\n }\n } else if (Date.now() < root._bokeh_timeout) {\n setTimeout(() => display_loaded(error), 100);\n }\n }\n\n function run_callbacks() {\n try {\n root._bokeh_onload_callbacks.forEach(function(callback) {\n if (callback != null)\n callback();\n });\n } finally {\n delete root._bokeh_onload_callbacks\n }\n console.debug(\"Bokeh: all callbacks have finished\");\n }\n\n function load_libs(css_urls, js_urls, callback) {\n if (css_urls == null) css_urls = [];\n if (js_urls == null) js_urls = [];\n\n root._bokeh_onload_callbacks.push(callback);\n if (root._bokeh_is_loading > 0) {\n console.debug(\"Bokeh: BokehJS is being loaded, scheduling callback at\", now());\n return null;\n }\n if (js_urls == null || js_urls.length === 0) {\n run_callbacks();\n return null;\n }\n console.debug(\"Bokeh: BokehJS not loaded, scheduling load and callback at\", now());\n root._bokeh_is_loading = css_urls.length + js_urls.length;\n\n function on_load() {\n root._bokeh_is_loading--;\n if (root._bokeh_is_loading === 0) {\n console.debug(\"Bokeh: all BokehJS libraries/stylesheets loaded\");\n run_callbacks()\n }\n }\n\n function on_error(url) {\n console.error(\"failed to load \" + url);\n }\n\n for (let i = 0; i < css_urls.length; i++) {\n const url = css_urls[i];\n const element = document.createElement(\"link\");\n element.onload = on_load;\n element.onerror = on_error.bind(null, url);\n element.rel = \"stylesheet\";\n element.type = \"text/css\";\n element.href = url;\n console.debug(\"Bokeh: injecting link tag for BokehJS stylesheet: \", url);\n document.body.appendChild(element);\n }\n\n for (let i = 0; i < js_urls.length; i++) {\n const url = js_urls[i];\n const element = document.createElement('script');\n element.onload = on_load;\n element.onerror = on_error.bind(null, url);\n element.async = false;\n element.src = url;\n console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n document.head.appendChild(element);\n }\n };\n\n function inject_raw_css(css) {\n const element = document.createElement(\"style\");\n element.appendChild(document.createTextNode(css));\n document.body.appendChild(element);\n }\n\n const js_urls = [\"https://cdn.bokeh.org/bokeh/release/bokeh-3.4.0.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-gl-3.4.0.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-widgets-3.4.0.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-tables-3.4.0.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-mathjax-3.4.0.min.js\"];\n const css_urls = [];\n\n const inline_js = [ function(Bokeh) {\n Bokeh.set_log_level(\"info\");\n },\nfunction(Bokeh) {\n }\n ];\n\n function run_inline_js() {\n if (root.Bokeh !== undefined || force === true) {\n try {\n for (let i = 0; i < inline_js.length; i++) {\n inline_js[i].call(root, root.Bokeh);\n }\n\n } catch (error) {display_loaded(error);throw error;\n }if (force === true) {\n display_loaded();\n }} else if (Date.now() < root._bokeh_timeout) {\n setTimeout(run_inline_js, 100);\n } else if (!root._bokeh_failed_load) {\n console.log(\"Bokeh: BokehJS failed to load within specified timeout.\");\n root._bokeh_failed_load = true;\n } else if (force !== true) {\n const cell = $(document.getElementById(\"f4829934-b42b-43c6-af6c-23580ac46de7\")).parents('.cell').data().cell;\n cell.output_area.append_execute_result(NB_LOAD_WARNING)\n }\n }\n\n if (root._bokeh_is_loading === 0) {\n console.debug(\"Bokeh: BokehJS loaded, going straight to plotting\");\n run_inline_js();\n } else {\n load_libs(css_urls, js_urls, function() {\n console.debug(\"Bokeh: BokehJS plotting callback run at\", now());\n run_inline_js();\n });\n }\n}(window));" }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import numpy as np\n", "import pandas as pd\n", "\n", "import iqplot\n", "\n", "import bokeh.sampledata.autompg\n", "\n", "import bokeh.io\n", "bokeh.io.output_notebook()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "So we have an understanding of the data set, we will take a look at it." ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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mpgcyldisplhpweightaccelyroriginnamemfr
018.08307.0130350412.070North Americachevrolet chevelle malibuchevrolet
115.08350.0165369311.570North Americabuick skylark 320buick
218.08318.0150343611.070North Americaplymouth satelliteplymouth
316.08304.0150343312.070North Americaamc rebel sstamc
417.08302.0140344910.570North Americaford torinoford
\n", "
" ], "text/plain": [ " mpg cyl displ hp weight accel yr origin \\\n", "0 18.0 8 307.0 130 3504 12.0 70 North America \n", "1 15.0 8 350.0 165 3693 11.5 70 North America \n", "2 18.0 8 318.0 150 3436 11.0 70 North America \n", "3 16.0 8 304.0 150 3433 12.0 70 North America \n", "4 17.0 8 302.0 140 3449 10.5 70 North America \n", "\n", " name mfr \n", "0 chevrolet chevelle malibu chevrolet \n", "1 buick skylark 320 buick \n", "2 plymouth satellite plymouth \n", "3 amc rebel sst amc \n", "4 ford torino ford " ] }, "execution_count": 2, "metadata": {}, "output_type": "execute_result" } ], "source": [ "df = bokeh.sampledata.autompg.autompg_clean\n", "\n", "df.head()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Importantly, this data set is [tidy](https://en.wikipedia.org/wiki/Tidy_data); each row represents a single observation and each column a variable associated with an observation. iqplot assumes that any inputted data frame is in tidy format. In the fuel efficiency example, the columns have different character. For example, `'mpg'` contains quantitative measurement of the miles per gallon of each car. The `'origin'` is **categorical** in the sense that it is not quantitative, but is a descriptor of the automobile that takes on a few discrete values. " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Quick start\n", "\n", "In the most common usage, iqplot generates plots from tidy data frames where some columns may contain categorical data and the column of interest in the plot is quantitative.\n", "\n", "There are seven types of plots that iqplot generates.\n", "\n", "- Box plots\n", "- Strip plots\n", "- Spike plots\n", "- Strip-box plots (strip and box plots overlaid)\n", "- Histograms\n", "- Strip-histogram plots (strip and histogram plots overlaid)\n", "- ECDFs\n", "\n", "If you are unfamiliar with ECDFs, they are discussed [below](#ECDFs).\n", "\n", "This first seven arguments are the same for all plots. They are:\n", "\n", "- `data`: A tidy data frame\n", "- `q`: The column of the data frame to be treated as the quantitative variable.\n", "- `cats`: A list of columns in the data frame that are to be considered as categorical variables in the plot. If `None`, a single box, strip, histogram, or ECDF is plotted.\n", "- `q_axis`: Along which axis, *x* or *y* that the quantitative variable varies. The default is `'x'`.\n", "- `palette`: A list of hex colors to use for coloring the markers for each category. By default, it uses the Glasbey Category 10 color palette from [colorcet](https://colorcet.holoviz.org/).\n", "- `order`: If specified, the ordering of the categories to use on the categorical axis and legend (if applicable). Otherwise, the order of the inputted data frame is used.\n", "- `p`: If specified, the `bokeh.plotting.Figure` object to use for the plot. If not specified, a new figure is created.\n", "\n", "If `data` is given as a Numpy array, it is the only required argument. If `data` is given as a Pandas DataFrame, `q` must also be supplied. All other arguments are optional and have reasonably set defaults.\n", "\n", "The respective plots also have kwargs that are specific to them. Examples highlighting some, but not all, customizations are in the following sections.\n", "\n", "Any extra kwargs not in the function call signature are passed to `bokeh.plotting.figure()` when the figure is instantiated.\n", "\n", "Here are six of the seven default plots for `cats = 'origin'` and `q = 'mpg'`." ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", "
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" const render_items = [{\"docid\":\"7c4787a7-1963-4a86-99fb-aa8d379aafc6\",\"roots\":{\"p1673\":\"a76a16b2-47c1-4e99-bc83-b1d6a361e5c8\"},\"root_ids\":[\"p1673\"]}];\n", " void root.Bokeh.embed.embed_items_notebook(docs_json, render_items);\n", " }\n", " if (root.Bokeh !== undefined) {\n", " embed_document(root);\n", " } else {\n", " let attempts = 0;\n", " const timer = setInterval(function(root) {\n", " if (root.Bokeh !== undefined) {\n", " clearInterval(timer);\n", " embed_document(root);\n", " } else {\n", " attempts++;\n", " if (attempts > 100) {\n", " clearInterval(timer);\n", " console.log(\"Bokeh: ERROR: Unable to run BokehJS code because BokehJS library is missing\");\n", " }\n", " }\n", " }, 10, root)\n", " }\n", "})(window);" ], "application/vnd.bokehjs_exec.v0+json": "" }, "metadata": { "application/vnd.bokehjs_exec.v0+json": { "id": "p1673" } }, "output_type": "display_data" } ], "source": [ "p_box = iqplot.box(data=df, q=\"mpg\", cats=\"origin\", title=\"box\")\n", "p_strip = iqplot.strip(data=df, q=\"mpg\", cats=\"origin\", title=\"strip\")\n", "p_stripbox = iqplot.stripbox(data=df, q=\"mpg\", cats=\"origin\", title=\"strip-box\")\n", "p_striphistogram = iqplot.striphistogram(data=df, q=\"mpg\", cats=\"origin\", title=\"strip-histogram\")\n", "p_histogram = iqplot.histogram(data=df, q=\"mpg\", cats=\"origin\", title=\"histogram\")\n", "p_ecdf = iqplot.ecdf(data=df, q=\"mpg\", cats=\"origin\", title=\"ecdf\")\n", "\n", "bokeh.io.show(bokeh.layouts.gridplot([p_box, p_strip, p_stripbox, p_striphistogram, p_histogram, p_ecdf], ncols=1))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "When data take on discrete values, spike plots are useful. For demonstration purposes to make a spike plot, we will round the `mpg` column to integer values." ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", "
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q=\"mpg_rounded\", cats=\"origin\", title=\"spike\")\n", "\n", "bokeh.io.show(p_spike)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The height of each spike, in this case topped with a dot, is proportional to the number of vehicles with a given rounded miles per gallon." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Plots with a single data set\n", "\n", "You can also generate plots from a single Numpy array without specifying categories and values. 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" const render_items = [{\"docid\":\"740464dd-27e3-4258-a33a-1601d928f43f\",\"roots\":{\"p2384\":\"b3d4150f-e501-4e16-9b83-74e14caa8b98\"},\"root_ids\":[\"p2384\"]}];\n", " void root.Bokeh.embed.embed_items_notebook(docs_json, render_items);\n", " }\n", " if (root.Bokeh !== undefined) {\n", " embed_document(root);\n", " } else {\n", " let attempts = 0;\n", " const timer = setInterval(function(root) {\n", " if (root.Bokeh !== undefined) {\n", " clearInterval(timer);\n", " embed_document(root);\n", " } else {\n", " attempts++;\n", " if (attempts > 100) {\n", " clearInterval(timer);\n", " console.log(\"Bokeh: ERROR: Unable to run BokehJS code because BokehJS library is missing\");\n", " }\n", " }\n", " }, 10, root)\n", " }\n", "})(window);" ], "application/vnd.bokehjs_exec.v0+json": "" }, "metadata": { "application/vnd.bokehjs_exec.v0+json": { "id": "p2384" } }, "output_type": "display_data" } ], "source": [ "# MPG data for all cars as Numpy array\n", "data = df[\"mpg\"].values\n", "data_rounded = np.round(data)\n", "\n", "p_box = iqplot.box(data=data, q=\"mpg\", title=\"box\")\n", "p_strip = iqplot.strip(data=data, q=\"mpg\", title=\"strip\")\n", "p_spike = iqplot.spike(data=data_rounded, q=\"mpg\", title=\"spike\")\n", "p_stripbox = iqplot.stripbox(data=data, q=\"mpg\", title=\"strip-box\")\n", "p_striphistogram = iqplot.striphistogram(data=data, q=\"mpg\", title=\"strip-histogram\")\n", "p_histogram = iqplot.histogram(data=data, q=\"mpg\", title=\"histogram\")\n", "p_ecdf = iqplot.ecdf(data=data, q=\"mpg\", title=\"ecdf\")\n", "\n", "bokeh.io.show(bokeh.layouts.gridplot([p_box, p_strip, p_spike, p_stripbox, p_striphistogram, p_histogram, p_ecdf], ncols=1))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Fine-tuning of plots\n", "\n", "In the following, we investigate each of the five kind of plots and explore some, but not all, of the configuration options. Refer to the [API reference](api.rst) for details about possible keyword arguments." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Strip plots\n", "\n", "We can make a strip plot with dash markers and add some transparency. The `marker` keyword argument allows selection of glyphs, and the `marker_kwargs` keyword argument provides keyword arguments to be passed to `p.dash()` (or `p.circle()`, or whatever marker you choose), where `p` is the figure." ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", "
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marker=\"dash\",\n", " marker_kwargs=dict(alpha=0.3),\n", ")\n", "\n", "bokeh.io.show(p)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The problem with strip plots is that they can have trouble with overlapping data points. 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Any kwargs that can be passed into `bokeh.plotting.figure()` can be used.\n", "\n", "The `spread` keyword argument specify how glyphs are spread from the position along the categorical axis to enable visualizing all points. In addition to jittering the data points, iqplot also supports spreading to make a beeswarm plot, also called a swarm plot, in which the points are made not to clash with each other using `spread=\"swarm\"`." ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/Users/bois/Dropbox/git/iqplot/iqplot/cat.py:1804: UserWarning: 7 data points exceed maximum height. Consider using spread='jitter' or increasing the frame height.\n", " warnings.warn(\n" ] }, { "data": { "text/html": [ "\n", "
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" const render_items = [{\"docid\":\"95074f76-6318-445b-a5fa-e980761fd49b\",\"roots\":{\"p2497\":\"afb6f9e2-163c-4d4b-b06e-ea6644444319\"},\"root_ids\":[\"p2497\"]}];\n", " void root.Bokeh.embed.embed_items_notebook(docs_json, render_items);\n", " }\n", " if (root.Bokeh !== undefined) {\n", " embed_document(root);\n", " } else {\n", " let attempts = 0;\n", " const timer = setInterval(function(root) {\n", " if (root.Bokeh !== undefined) {\n", " clearInterval(timer);\n", " embed_document(root);\n", " } else {\n", " attempts++;\n", " if (attempts > 100) {\n", " clearInterval(timer);\n", " console.log(\"Bokeh: ERROR: Unable to run BokehJS code because BokehJS library is missing\");\n", " }\n", " }\n", " }, 10, root)\n", " }\n", "})(window);" ], "application/vnd.bokehjs_exec.v0+json": "" }, "metadata": { "application/vnd.bokehjs_exec.v0+json": { "id": "p2497" } }, "output_type": "display_data" } ], "source": [ "p = iqplot.strip(\n", " data=df,\n", " q=\"mpg\",\n", " cats=\"origin\",\n", " spread=\"swarm\",\n", " marker_kwargs=dict(alpha=0.5),\n", " tooltips=[(\"year\", \"@yr\"), (\"model\", \"@name\")],\n", " frame_width=500,\n", ")\n", "\n", "bokeh.io.show(p)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Note the warning: some data points for North America are overlapping because the spread of the data points exceeds the maximal height allocated to each category. This is in general a problem with swarm plots, and I recommend jittering as a spreading mechanism for non-small data sets (not even large ones, just non-small ones!), especially since Bokeh plots are zoomable." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Parallel coordinate plots\n", "\n", "Sometimes there is a relationship between points in respective categories and we may wish to annotate the strip plot with a [parallel coordinate plot](https://en.wikipedia.org/wiki/Parallel_coordinates) wherein the points are connected by lines. This is not the case for the car data set we are using, we can generate a data set that has a relationship between categories. Imagine an experiment was done on three different days. On each day, the experimenter did a set of trials. Each trial has three results, that from control, experiment 1, and experiment 2. We can generate a data set reflecting this scenario." ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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daytrialexpval
0Mon1control5.849320
1Mon2control5.620194
2Mon3control4.842355
3Mon4control6.627488
4Mon5control4.696773
\n", "
" ], "text/plain": [ " day trial exp val\n", "0 Mon 1 control 5.849320\n", "1 Mon 2 control 5.620194\n", "2 Mon 3 control 4.842355\n", "3 Mon 4 control 6.627488\n", "4 Mon 5 control 4.696773" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], "source": [ "np.random.seed(3252)\n", "\n", "df_pc = pd.DataFrame(\n", " np.vstack(\n", " (\n", " np.random.normal(5, 1, size=39),\n", " np.random.normal(4, 1, size=39),\n", " np.random.normal(6, 1, size=39),\n", " )\n", " ).transpose(),\n", " columns=[\"control\", \"exp 1\", \"exp 2\"],\n", ")\n", "df_pc[\"day\"] = [\"Mon\"] * 14 + [\"Tues\"] * 10 + [\"Wed\"] * 15\n", "df_pc[\"trial\"] = np.arange(1, len(df_pc) + 1)\n", "\n", "# Melt to make it in iqplot's preferred tidy format\n", "df_pc = df_pc.melt(id_vars=[\"day\", \"trial\"], var_name=\"exp\", value_name=\"val\")\n", "\n", "# Take a look\n", "df_pc.head()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The `'trial'` column specifies the relationship among the results. We can make a strip plot with this data set and include the `parcoord_column='trial'` keyword argument to add the parallel coordinate annotation." ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", "
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[{\"docid\":\"1927d6a8-2435-4b2d-bf7e-57a90d1f9955\",\"roots\":{\"p2545\":\"c2c03c50-e075-459d-9465-88e00aa09be9\"},\"root_ids\":[\"p2545\"]}];\n", " void root.Bokeh.embed.embed_items_notebook(docs_json, render_items);\n", " }\n", " if (root.Bokeh !== undefined) {\n", " embed_document(root);\n", " } else {\n", " let attempts = 0;\n", " const timer = setInterval(function(root) {\n", " if (root.Bokeh !== undefined) {\n", " clearInterval(timer);\n", " embed_document(root);\n", " } else {\n", " attempts++;\n", " if (attempts > 100) {\n", " clearInterval(timer);\n", " console.log(\"Bokeh: ERROR: Unable to run BokehJS code because BokehJS library is missing\");\n", " }\n", " }\n", " }, 10, root)\n", " }\n", "})(window);" ], "application/vnd.bokehjs_exec.v0+json": "" }, "metadata": { "application/vnd.bokehjs_exec.v0+json": { "id": "p2545" } }, "output_type": "display_data" } ], "source": [ "p = iqplot.strip(\n", " df_pc,\n", " q=\"val\",\n", " cats=[\"day\", \"exp\"],\n", " q_axis=\"y\",\n", " frame_width=500,\n", " color_column=\"exp\",\n", " parcoord_column=\"trial\",\n", ")\n", "\n", "bokeh.io.show(p)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Box plots\n", "\n", "We can also make vertical box plots by specifying `q_axis='y'`. We also demonstrate the `order` kwarg to specify the ordering of the categorical variables." ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", "
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" const render_items = [{\"docid\":\"5d563d3c-7f65-46e6-9579-cf9672c7da61\",\"roots\":{\"p2636\":\"bfa9369b-944b-44ed-9303-cc716174bfba\"},\"root_ids\":[\"p2636\"]}];\n", " void root.Bokeh.embed.embed_items_notebook(docs_json, render_items);\n", " }\n", " if (root.Bokeh !== undefined) {\n", " embed_document(root);\n", " } else {\n", " let attempts = 0;\n", " const timer = setInterval(function(root) {\n", " if (root.Bokeh !== undefined) {\n", " clearInterval(timer);\n", " embed_document(root);\n", " } else {\n", " attempts++;\n", " if (attempts > 100) {\n", " clearInterval(timer);\n", " console.log(\"Bokeh: ERROR: Unable to run BokehJS code because BokehJS library is missing\");\n", " }\n", " }\n", " }, 10, root)\n", " }\n", "})(window);" ], "application/vnd.bokehjs_exec.v0+json": "" }, "metadata": { "application/vnd.bokehjs_exec.v0+json": { "id": "p2636" } }, "output_type": "display_data" } ], "source": [ "p = iqplot.box(\n", " data=df,\n", " q=\"mpg\",\n", " cats=\"origin\",\n", " q_axis=\"y\",\n", " order=[\"Asia\", \"Europe\", \"North America\"],\n", ")\n", "\n", "bokeh.io.show(p)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can independently specify properties of the marks using `box_kwargs`, `whisker_kwargs`, `median_kwargs`, and `outlier_kwargs`. For example, say we wanted our colors to be [Betancourt red](https://betanalpha.github.io/assets/case_studies/modeling_and_inference.html#13_the_observational_model), and that we wanted the outliers to also be that color and use diamond glyphs. We can also put caps on the whiskers using `whisker_caps=True`." ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", "
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" const render_items = [{\"docid\":\"573bae21-b572-4bcd-9926-0a3bee85ff15\",\"roots\":{\"p2723\":\"b348de33-b023-4e17-b2d3-523a8e4f82d6\"},\"root_ids\":[\"p2723\"]}];\n", " void root.Bokeh.embed.embed_items_notebook(docs_json, render_items);\n", " }\n", " if (root.Bokeh !== undefined) {\n", " embed_document(root);\n", " } else {\n", " let attempts = 0;\n", " const timer = setInterval(function(root) {\n", " if (root.Bokeh !== undefined) {\n", " clearInterval(timer);\n", " embed_document(root);\n", " } else {\n", " attempts++;\n", " if (attempts > 100) {\n", " clearInterval(timer);\n", " console.log(\"Bokeh: ERROR: Unable to run BokehJS code because BokehJS library is missing\");\n", " }\n", " }\n", " }, 10, root)\n", " }\n", "})(window);" ], "application/vnd.bokehjs_exec.v0+json": "" }, "metadata": { "application/vnd.bokehjs_exec.v0+json": { "id": "p2723" } }, "output_type": "display_data" } ], "source": [ "p = iqplot.box(\n", " data=df,\n", " q=\"mpg\",\n", " cats=\"origin\",\n", " whisker_caps=True,\n", " outlier_marker=\"diamond\",\n", " box_kwargs=dict(fill_color=\"#7C0000\"),\n", " whisker_kwargs=dict(line_color=\"#7C0000\", line_width=2),\n", ")\n", "\n", "bokeh.io.show(p)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can have multiple categories by specifying `cats` as a list. We will also specify a custom palette." ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", "
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[{\"docid\":\"0261c964-b79f-4571-a4e4-0e3e536f432e\",\"roots\":{\"p2825\":\"cd9d6bcb-78e3-483e-bbeb-017664718aaa\"},\"root_ids\":[\"p2825\"]}];\n", " void root.Bokeh.embed.embed_items_notebook(docs_json, render_items);\n", " }\n", " if (root.Bokeh !== undefined) {\n", " embed_document(root);\n", " } else {\n", " let attempts = 0;\n", " const timer = setInterval(function(root) {\n", " if (root.Bokeh !== undefined) {\n", " clearInterval(timer);\n", " embed_document(root);\n", " } else {\n", " attempts++;\n", " if (attempts > 100) {\n", " clearInterval(timer);\n", " console.log(\"Bokeh: ERROR: Unable to run BokehJS code because BokehJS library is missing\");\n", " }\n", " }\n", " }, 10, root)\n", " }\n", "})(window);" ], "application/vnd.bokehjs_exec.v0+json": "" }, "metadata": { "application/vnd.bokehjs_exec.v0+json": { "id": "p2825" } }, "output_type": "display_data" } ], "source": [ "bkp = bokeh.palettes.d3[\"Category20c\"][20]\n", "palette = bkp[:3] + bkp[4:7] + bkp[8:11]\n", "\n", "p = iqplot.box(\n", " data=df,\n", " q=\"mpg\",\n", " cats=[\"origin\", \"cyl\"],\n", " palette=palette,\n", " y_axis_label=\"# of cylinders\",\n", ")\n", "\n", "p.yaxis.axis_label_text_font_style = \"bold\"\n", "\n", "bokeh.io.show(p)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Strip-box plots\n", "\n", "The appearance of strip-box plots can be fine-tuned using the same keyword arguments as with strip and box plots. The defaults are set to make the data presentation clear; i.e., the boxes are not filled by default." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Histograms\n", "\n", "We can plot normalized histograms using the `density` kwarg, and we'll make the plot a little wider. We can also omit the rug plot in the histogram using the `rug=False` kwarg." ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", "
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By default, the [Freedman-Diaconis rule](https://en.wikipedia.org/wiki/Freedman–Diaconis_rule) is used. We could instead specify an integer number of evenly spaced bins, or even specify the bin edges, which we do below as a list." ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", "
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In this case, a bar is made in the histogram for each unique value in the data set. The width of the bars is chosen such that the exact value is included in the bar and the bars abut each other. In the case of the histogram of cylinders, this is not really what we want." ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", "
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" const render_items = [{\"docid\":\"f9524b88-b06e-4e2b-b580-f21f3dbdfcc0\",\"roots\":{\"p3543\":\"b74150ae-49d8-4186-845e-955402679d69\"},\"root_ids\":[\"p3543\"]}];\n", " void root.Bokeh.embed.embed_items_notebook(docs_json, render_items);\n", " }\n", " if (root.Bokeh !== undefined) {\n", " embed_document(root);\n", " } else {\n", " let attempts = 0;\n", " const timer = setInterval(function(root) {\n", " if (root.Bokeh !== undefined) {\n", " clearInterval(timer);\n", " embed_document(root);\n", " } else {\n", " attempts++;\n", " if (attempts > 100) {\n", " clearInterval(timer);\n", " console.log(\"Bokeh: ERROR: Unable to run BokehJS code because BokehJS library is missing\");\n", " }\n", " }\n", " }, 10, root)\n", " }\n", "})(window);" ], "application/vnd.bokehjs_exec.v0+json": "" }, "metadata": { "application/vnd.bokehjs_exec.v0+json": { "id": "p3543" } }, "output_type": "display_data" } ], "source": [ "p = iqplot.histogram(\n", " data=df,\n", " q=\"mpg\",\n", " cats=\"origin\",\n", " arrangement=\"overlay\",\n", " style=\"step_filled\",\n", " density=True,\n", " rug=False,\n", " frame_width=550,\n", ")\n", "\n", "bokeh.io.show(p)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Strip-histogram plots\n", "\n", "Similar to strip-box plots, the appearance of strip-histogram plots can be fine-tuned using the same keyword arguments as with strip and histograms. The defaults are set to make the data presentation clear; i.e., the histograms are mirrors across a categorical value. Note also that the histograms are normalized as would be the case using the `density=True` kwargs of `iqplot.histogram()`. The number of measurements is clear from the strip plot." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Spike plots\n", "\n", "A traditional spike plot does not have dots at the top of the spikes. This is accomplished using the `style='spike'` keyword argument." ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", "
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fraction=True)\n", "\n", "bokeh.io.show(p)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### ECDFs\n", "\n", "An empirical cumulative distribution function, or ECDF, is a convenient way to visualize a univariate probability distribution. Consider a measurement x in a set of measurements X. The ECDF evaluated at *x* is defined as\n", "\n", "> ECDF(x) = fraction of data points in X that are ≤ x.\n", "\n", "By default, the ECDFs are plotted as dots, where *y*-value of a given dot is the fraction of data points that are less than or equal to the corresponding *x* value. (While unconventional, plot-as-dots is the default because it is easier to see individual measurements in the plot and also to hover over them for tooltips.) We may wish to display ECDFs as staircases, as is more traditionally done. To do this, we use the `style='staircase'` kwarg. In the below example, we also include tooltips so that when you hover over a corner in the staircase corresponding to a data point, the year and model are displayed." ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", "
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" const render_items = [{\"docid\":\"7ee5f14a-ba03-4816-9c5d-0d6a9883923a\",\"roots\":{\"p3795\":\"dccc63a2-42bd-41d7-8d65-90b4ed136b9c\"},\"root_ids\":[\"p3795\"]}];\n", " void root.Bokeh.embed.embed_items_notebook(docs_json, render_items);\n", " }\n", " if (root.Bokeh !== undefined) {\n", " embed_document(root);\n", " } else {\n", " let attempts = 0;\n", " const timer = setInterval(function(root) {\n", " if (root.Bokeh !== undefined) {\n", " clearInterval(timer);\n", " embed_document(root);\n", " } else {\n", " attempts++;\n", " if (attempts > 100) {\n", " clearInterval(timer);\n", " console.log(\"Bokeh: ERROR: Unable to run BokehJS code because BokehJS library is missing\");\n", " }\n", " }\n", " }, 10, root)\n", " }\n", "})(window);" ], "application/vnd.bokehjs_exec.v0+json": "" }, "metadata": { "application/vnd.bokehjs_exec.v0+json": { "id": "p3795" } }, "output_type": "display_data" } ], "source": [ "p = iqplot.ecdf(\n", " data=df, \n", " q=\"mpg\", \n", " cats=\"origin\", \n", " style=\"staircase\", \n", " tooltips=[(\"year\", \"@yr\"), (\"model\", \"@name\")],\n", " )\n", "\n", "bokeh.io.show(p)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can also display empirical complementary cumulative distribution functions (ECCDFs) using the `complementary` kwarg.\n", "\n", ">ECCDF(x) = 1 - ECDF(x)" ] }, { "cell_type": "code", "execution_count": 23, "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", "
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" const render_items = [{\"docid\":\"cedb95b2-93f2-4e3e-b880-2e0540e99a8e\",\"roots\":{\"p4300\":\"e6150ac2-fa03-4a0e-a736-3a4cf31515d8\"},\"root_ids\":[\"p4300\"]}];\n", " void root.Bokeh.embed.embed_items_notebook(docs_json, render_items);\n", " }\n", " if (root.Bokeh !== undefined) {\n", " embed_document(root);\n", " } else {\n", " let attempts = 0;\n", " const timer = setInterval(function(root) {\n", " if (root.Bokeh !== undefined) {\n", " clearInterval(timer);\n", " embed_document(root);\n", " } else {\n", " attempts++;\n", " if (attempts > 100) {\n", " clearInterval(timer);\n", " console.log(\"Bokeh: ERROR: Unable to run BokehJS code because BokehJS library is missing\");\n", " }\n", " }\n", " }, 10, root)\n", " }\n", "})(window);" ], "application/vnd.bokehjs_exec.v0+json": "" }, "metadata": { "application/vnd.bokehjs_exec.v0+json": { "id": "p4300" } }, "output_type": "display_data" } ], "source": [ "p = iqplot.ecdf(data=df, q=\"mpg\", cats=\"origin\", kind=\"colored\")\n", "\n", "bokeh.io.show(p)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Statistical calculations\n", "\n", "iqplot allows for displaying confidence intervals acquired by bootstrapping both for histograms, spike plots, and ECDFS using the `conf_int` kwarg. By default a 95% confidence interval is shown." ] }, { "cell_type": "code", "execution_count": 26, "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", "
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" const render_items = [{\"docid\":\"4cf31767-b874-4740-b9f7-ab6b83448e7d\",\"roots\":{\"p4832\":\"c437d665-cb01-4d33-9530-7f7bcb9a8aea\"},\"root_ids\":[\"p4832\"]}];\n", " void root.Bokeh.embed.embed_items_notebook(docs_json, render_items);\n", " }\n", " if (root.Bokeh !== undefined) {\n", " embed_document(root);\n", " } else {\n", " let attempts = 0;\n", " const timer = setInterval(function(root) {\n", " if (root.Bokeh !== undefined) {\n", " clearInterval(timer);\n", " embed_document(root);\n", " } else {\n", " attempts++;\n", " if (attempts > 100) {\n", " clearInterval(timer);\n", " console.log(\"Bokeh: ERROR: Unable to run BokehJS code because BokehJS library is missing\");\n", " }\n", " }\n", " }, 10, root)\n", " }\n", "})(window);" ], "application/vnd.bokehjs_exec.v0+json": "" }, "metadata": { "application/vnd.bokehjs_exec.v0+json": { "id": "p4832" } }, "output_type": "display_data" } ], "source": [ "p_hist = iqplot.histogram(data=df, q=\"mpg\", cats=\"origin\", density=True, conf_int=True)\n", "p_spike = iqplot.spike(data=df, q=\"mpg_rounded\", cats=\"origin\", fraction=True, conf_int=True)\n", "p_ecdf = iqplot.ecdf(data=df, q=\"mpg\", cats=\"origin\", style=\"staircase\", conf_int=True)\n", "\n", "bokeh.io.show(bokeh.layouts.gridplot([p_hist, p_spike, p_ecdf], ncols=1))" ] } ], "metadata": { "anaconda-cloud": {}, "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.12.2" } }, "nbformat": 4, "nbformat_minor": 4 }