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August 8, 2018 10:02
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| { | |
| "cells": [ | |
| { | |
| "cell_type": "markdown", | |
| "metadata": {}, | |
| "source": [ | |
| "# Altair, a declaritive platting library" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 5, | |
| "metadata": {}, | |
| "outputs": [], | |
| "source": [ | |
| "import altair as alt\n", | |
| "from vega_datasets import data" | |
| ] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "metadata": {}, | |
| "source": [ | |
| "## Cars" | |
| ] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "metadata": {}, | |
| "source": [ | |
| "### Simple scatter plot" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 54, | |
| "metadata": {}, | |
| "outputs": [], | |
| "source": [ | |
| "cars = data.cars.url" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 55, | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "data": { | |
| "application/vnd.vegalite.v2+json": { | |
| "$schema": "https://vega.github.io/schema/vega-lite/v2.4.3.json", | |
| "config": { | |
| "view": { | |
| "height": 300, | |
| "width": 400 | |
| } | |
| }, | |
| "data": { | |
| "format": { | |
| "type": "json" | |
| }, | |
| "url": "https://vega.github.io/vega-datasets/data/cars.json" | |
| }, | |
| "encoding": { | |
| "x": { | |
| "field": "Horsepower", | |
| "type": "quantitative" | |
| }, | |
| "y": { | |
| "field": "Miles_per_Gallon", | |
| "type": "quantitative" | |
| } | |
| }, | |
| "mark": "point" | |
| }, | |
| "image/png": 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", | |
| "text/plain": [ | |
| "<VegaLite 2 object>\n", | |
| "\n", | |
| "If you see this message, it means the renderer has not been properly enabled\n", | |
| "for the frontend that you are using. For more information, see\n", | |
| "https://altair-viz.github.io/user_guide/troubleshooting.html\n" | |
| ] | |
| }, | |
| "execution_count": 55, | |
| "metadata": {}, | |
| "output_type": "execute_result" | |
| } | |
| ], | |
| "source": [ | |
| "alt.Chart(cars).mark_point().encode(\n", | |
| " x='Horsepower:Q',\n", | |
| " y='Miles_per_Gallon:Q'\n", | |
| ")" | |
| ] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "metadata": {}, | |
| "source": [ | |
| "### Interactive plot" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 18, | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "data": { | |
| "application/vnd.vegalite.v2+json": { | |
| "$schema": "https://vega.github.io/schema/vega-lite/v2.4.3.json", | |
| "config": { | |
| "view": { | |
| "height": 300, | |
| "width": 400 | |
| } | |
| }, | |
| "hconcat": [ | |
| { | |
| "data": { | |
| "format": { | |
| "type": "json" | |
| }, | |
| "url": "https://vega.github.io/vega-datasets/data/cars.json" | |
| }, | |
| "encoding": { | |
| "color": { | |
| "field": "Origin", | |
| "legend": null, | |
| "type": "nominal" | |
| }, | |
| "size": { | |
| "field": "Cylinders", | |
| "scale": { | |
| "range": [ | |
| 20, | |
| 100 | |
| ] | |
| }, | |
| "type": "ordinal" | |
| }, | |
| "tooltip": [ | |
| { | |
| "field": "Name", | |
| "type": "nominal" | |
| }, | |
| { | |
| "field": "Horespower", | |
| "type": "quantitative" | |
| }, | |
| { | |
| "field": "Miles_per_Gallon", | |
| "type": "quantitative" | |
| }, | |
| { | |
| "field": "Cylinders", | |
| "type": "ordinal" | |
| }, | |
| { | |
| "field": "Origin", | |
| "type": "nominal" | |
| } | |
| ], | |
| "x": { | |
| "field": "Horsepower", | |
| "type": "quantitative" | |
| }, | |
| "y": { | |
| "field": "Miles_per_Gallon", | |
| "type": "quantitative" | |
| } | |
| }, | |
| "mark": "circle", | |
| "selection": { | |
| "selector014": { | |
| "bind": "scales", | |
| "encodings": [ | |
| "x", | |
| "y" | |
| ], | |
| "mark": { | |
| "fill": "#333", | |
| "fillOpacity": 0.125, | |
| "stroke": "white" | |
| }, | |
| "on": "[mousedown, window:mouseup] > window:mousemove!", | |
| "resolve": "global", | |
| "translate": "[mousedown, window:mouseup] > window:mousemove!", | |
| "type": "interval", | |
| "zoom": "wheel!" | |
| } | |
| }, | |
| "transform": [ | |
| { | |
| "filter": { | |
| "selection": "selector013" | |
| } | |
| } | |
| ] | |
| }, | |
| { | |
| "data": { | |
| "format": { | |
| "type": "json" | |
| }, | |
| "url": "https://vega.github.io/vega-datasets/data/cars.json" | |
| }, | |
| "encoding": { | |
| "color": { | |
| "condition": { | |
| "field": "Origin", | |
| "legend": null, | |
| "selection": "selector013", | |
| "type": "nominal" | |
| }, | |
| "value": "lightgray" | |
| }, | |
| "size": { | |
| "value": 250 | |
| }, | |
| "y": { | |
| "axis": { | |
| "title": "Select Origin" | |
| }, | |
| "field": "Origin", | |
| "type": "nominal" | |
| } | |
| }, | |
| "mark": "rect", | |
| "selection": { | |
| "selector013": { | |
| "empty": "all", | |
| "encodings": [ | |
| "color" | |
| ], | |
| "on": "click", | |
| "resolve": "global", | |
| "toggle": "event.shiftKey", | |
| "type": "multi" | |
| } | |
| } | |
| } | |
| ] | |
| }, | |
| "image/png": 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", | |
| "text/plain": [ | |
| "<VegaLite 2 object>\n", | |
| "\n", | |
| "If you see this message, it means the renderer has not been properly enabled\n", | |
| "for the frontend that you are using. For more information, see\n", | |
| "https://altair-viz.github.io/user_guide/troubleshooting.html\n" | |
| ] | |
| }, | |
| "execution_count": 18, | |
| "metadata": {}, | |
| "output_type": "execute_result" | |
| } | |
| ], | |
| "source": [ | |
| "# define selection\n", | |
| "click = alt.selection_multi(encodings=['color'])\n", | |
| "\n", | |
| "scatter = alt.Chart(cars).mark_circle().encode(\n", | |
| " x='Horsepower:Q',\n", | |
| " y='Miles_per_Gallon:Q',\n", | |
| " size=alt.Size('Cylinders:O', scale=alt.Scale(range=(20,100))),\n", | |
| " color=alt.Color('Origin:N', legend=None),\n", | |
| " tooltip=['Name:N', 'Horespower:Q', 'Miles_per_Gallon:Q', 'Cylinders:O', 'Origin:N']\n", | |
| ").transform_filter(\n", | |
| " click\n", | |
| ").interactive()\n", | |
| "\n", | |
| "legend = alt.Chart(cars).mark_rect().encode(\n", | |
| " y=alt.Y('Origin:N', axis=alt.Axis(title='Select Origin')),\n", | |
| " color=alt.condition(click, 'Origin:N', alt.value('lightgray'), legend=None),\n", | |
| " size=alt.value(250)\n", | |
| ").properties(\n", | |
| " selection=click\n", | |
| ")\n", | |
| "\n", | |
| "chart = (scatter | legend)\n", | |
| "chart" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 19, | |
| "metadata": {}, | |
| "outputs": [], | |
| "source": [ | |
| "chart.save('cars_chart.html')" | |
| ] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "metadata": {}, | |
| "source": [ | |
| "### Stocks example" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 32, | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "data": { | |
| "application/vnd.vegalite.v2+json": { | |
| "$schema": "https://vega.github.io/schema/vega-lite/v2.4.3.json", | |
| "config": { | |
| "view": { | |
| "height": 300, | |
| "width": 400 | |
| } | |
| }, | |
| "data": { | |
| "format": { | |
| "type": "csv" | |
| }, | |
| "url": "https://raw.githubusercontent.com/altair-viz/vega_datasets/master/vega_datasets/_data/stocks.csv" | |
| }, | |
| "height": 300, | |
| "layer": [ | |
| { | |
| "encoding": { | |
| "color": { | |
| "field": "symbol", | |
| "type": "nominal" | |
| }, | |
| "x": { | |
| "axis": { | |
| "title": "" | |
| }, | |
| "field": "date", | |
| "type": "temporal" | |
| }, | |
| "y": { | |
| "axis": { | |
| "format": "$f", | |
| "title": "" | |
| }, | |
| "field": "price", | |
| "type": "quantitative" | |
| } | |
| }, | |
| "mark": { | |
| "interpolate": "basis", | |
| "type": "line" | |
| } | |
| }, | |
| { | |
| "encoding": { | |
| "opacity": { | |
| "value": 0 | |
| }, | |
| "x": { | |
| "field": "date", | |
| "type": "temporal" | |
| } | |
| }, | |
| "mark": "point", | |
| "selection": { | |
| "selector026": { | |
| "empty": "none", | |
| "fields": [ | |
| "date" | |
| ], | |
| "nearest": true, | |
| "on": "mouseover", | |
| "resolve": "global", | |
| "type": "single" | |
| } | |
| } | |
| }, | |
| { | |
| "encoding": { | |
| "color": { | |
| "field": "symbol", | |
| "type": "nominal" | |
| }, | |
| "opacity": { | |
| "condition": { | |
| "selection": "selector026", | |
| "value": 1 | |
| }, | |
| "value": 0 | |
| }, | |
| "x": { | |
| "axis": { | |
| "title": "" | |
| }, | |
| "field": "date", | |
| "type": "temporal" | |
| }, | |
| "y": { | |
| "axis": { | |
| "format": "$f", | |
| "title": "" | |
| }, | |
| "field": "price", | |
| "type": "quantitative" | |
| } | |
| }, | |
| "mark": "point" | |
| }, | |
| { | |
| "encoding": { | |
| "color": { | |
| "field": "symbol", | |
| "type": "nominal" | |
| }, | |
| "text": { | |
| "condition": { | |
| "field": "price", | |
| "selection": "selector026", | |
| "type": "quantitative" | |
| }, | |
| "value": " " | |
| }, | |
| "x": { | |
| "axis": { | |
| "title": "" | |
| }, | |
| "field": "date", | |
| "type": "temporal" | |
| }, | |
| "y": { | |
| "axis": { | |
| "format": "$f", | |
| "title": "" | |
| }, | |
| "field": "price", | |
| "type": "quantitative" | |
| } | |
| }, | |
| "mark": { | |
| "align": "left", | |
| "dx": 5, | |
| "dy": 5, | |
| "type": "text" | |
| } | |
| }, | |
| { | |
| "encoding": { | |
| "x": { | |
| "field": "date", | |
| "type": "temporal" | |
| } | |
| }, | |
| "mark": { | |
| "color": "gray", | |
| "type": "rule" | |
| }, | |
| "transform": [ | |
| { | |
| "filter": { | |
| "selection": "selector026" | |
| } | |
| } | |
| ] | |
| } | |
| ], | |
| "width": 600 | |
| }, | |
| "image/png": 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", | |
| "text/plain": [ | |
| "<VegaLite 2 object>\n", | |
| "\n", | |
| "If you see this message, it means the renderer has not been properly enabled\n", | |
| "for the frontend that you are using. For more information, see\n", | |
| "https://altair-viz.github.io/user_guide/troubleshooting.html\n" | |
| ] | |
| }, | |
| "execution_count": 32, | |
| "metadata": {}, | |
| "output_type": "execute_result" | |
| } | |
| ], | |
| "source": [ | |
| "nearest = alt.selection(type='single', nearest=True, on='mouseover',\n", | |
| " fields=['date'], empty='none')\n", | |
| "\n", | |
| "# basic line\n", | |
| "line = alt.Chart().mark_line(interpolate='basis').encode(\n", | |
| " alt.X('date:T', axis=alt.Axis(title='')),\n", | |
| " alt.Y('price:Q', axis=alt.Axis(title='', format='$f')),\n", | |
| " color='symbol:N'\n", | |
| ")\n", | |
| "\n", | |
| "# Transparent selectors across the chart. Thsi si what tells us the x-value of the cursor\n", | |
| "selectors = alt.Chart().mark_point().encode(\n", | |
| " x='date:T',\n", | |
| " opacity=alt.value(0)\n", | |
| ").add_selection(\n", | |
| " nearest\n", | |
| ")\n", | |
| "\n", | |
| "# Draw points on the line, and highlight based on selection\n", | |
| "points = line.mark_point().encode(\n", | |
| " opacity=alt.condition(nearest, alt.value(1), alt.value(0))\n", | |
| ")\n", | |
| "\n", | |
| "# Draw text labels near the points, and highlight based on selection\n", | |
| "text = line.mark_text(align='left', dx=5, dy=5).encode(\n", | |
| " text=alt.condition(nearest, 'price:Q', alt.value(' ')))\n", | |
| "\n", | |
| "# Draw a rule at eh location of the selection\n", | |
| "rules = alt.Chart().mark_rule(color='gray').encode(\n", | |
| " x='date:T'\n", | |
| ").transform_filter(\n", | |
| " nearest\n", | |
| ")\n", | |
| "\n", | |
| "data = 'https://raw.githubusercontent.com/altair-viz/vega_datasets/master/vega_datasets/_data/stocks.csv'\n", | |
| "\n", | |
| "stockchart = alt.layer(line, selectors, points, text, rules, data = data, width=600, height=300)\n", | |
| "\n", | |
| "stockchart.save('stock_chart.html')\n", | |
| "stockchart" | |
| ] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "metadata": {}, | |
| "source": [ | |
| "### Airports example" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 43, | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "data": { | |
| "application/vnd.vegalite.v2+json": { | |
| "$schema": "https://vega.github.io/schema/vega-lite/v2.4.3.json", | |
| "config": { | |
| "view": { | |
| "height": 300, | |
| "width": 400 | |
| } | |
| }, | |
| "layer": [ | |
| { | |
| "data": { | |
| "format": { | |
| "feature": "states", | |
| "type": "topojson" | |
| }, | |
| "url": "https://vega.github.io/vega-datasets/data/us-10m.json" | |
| }, | |
| "height": 500, | |
| "mark": { | |
| "fill": "lightgray", | |
| "stroke": "white", | |
| "type": "geoshape" | |
| }, | |
| "projection": { | |
| "type": "albersUsa" | |
| }, | |
| "width": 800 | |
| }, | |
| { | |
| "data": { | |
| "format": { | |
| "type": "csv" | |
| }, | |
| "url": "https://vega.github.io/vega-datasets/data/airports.csv" | |
| }, | |
| "encoding": { | |
| "color": { | |
| "value": "#3377B3" | |
| }, | |
| "latitude": { | |
| "field": "latitude", | |
| "type": "quantitative" | |
| }, | |
| "longitude": { | |
| "field": "longitude", | |
| "type": "quantitative" | |
| }, | |
| "size": { | |
| "value": 15 | |
| }, | |
| "tooltip": [ | |
| { | |
| "field": "iata", | |
| "type": "nominal" | |
| }, | |
| { | |
| "field": "name", | |
| "type": "nominal" | |
| }, | |
| { | |
| "field": "city", | |
| "type": "nominal" | |
| }, | |
| { | |
| "field": "state", | |
| "type": "nominal" | |
| }, | |
| { | |
| "field": "latitude", | |
| "type": "quantitative" | |
| }, | |
| { | |
| "field": "longitude", | |
| "type": "quantitative" | |
| } | |
| ] | |
| }, | |
| "mark": "circle" | |
| } | |
| ] | |
| }, | |
| "image/png": 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", | |
| "text/plain": [ | |
| "<VegaLite 2 object>\n", | |
| "\n", | |
| "If you see this message, it means the renderer has not been properly enabled\n", | |
| "for the frontend that you are using. For more information, see\n", | |
| "https://altair-viz.github.io/user_guide/troubleshooting.html\n" | |
| ] | |
| }, | |
| "execution_count": 43, | |
| "metadata": {}, | |
| "output_type": "execute_result" | |
| } | |
| ], | |
| "source": [ | |
| "from vega_datasets import data\n", | |
| "\n", | |
| "states = alt.topo_feature(data.us_10m.url, feature='states')\n", | |
| "airports = data.airports.url\n", | |
| "\n", | |
| "background = alt.Chart(states).mark_geoshape(\n", | |
| " fill='lightgray', \n", | |
| " stroke='white'\n", | |
| ").properties(\n", | |
| " width=800,\n", | |
| " height=500\n", | |
| ").project('albersUsa')\n", | |
| "\n", | |
| "# airport position on backgroud\n", | |
| "points = alt.Chart(airports).mark_circle().encode(\n", | |
| " longitude='longitude:Q',\n", | |
| " latitude='latitude:Q',\n", | |
| " size=alt.value(15),\n", | |
| " color=alt.value('#3377B3'),\n", | |
| " tooltip=['iata:N', 'name:N', 'city:N', 'state:N', 'latitude:Q', 'longitude:Q']\n", | |
| ")\n", | |
| "\n", | |
| "chart = background + points\n", | |
| "chart.save('airports.html')\n", | |
| "chart" | |
| ] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "metadata": {}, | |
| "source": [ | |
| "### Birdstrikes example" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 53, | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "data": { | |
| "application/vnd.vegalite.v2+json": { | |
| "$schema": "https://vega.github.io/schema/vega-lite/v2.4.3.json", | |
| "config": { | |
| "view": { | |
| "height": 300, | |
| "width": 400 | |
| } | |
| }, | |
| "data": { | |
| "format": { | |
| "type": "json" | |
| }, | |
| "url": "https://vega.github.io/vega-datasets/data/birdstrikes.json" | |
| }, | |
| "title": "Aircraft Birdstrikes: 1990-2003", | |
| "vconcat": [ | |
| { | |
| "encoding": { | |
| "color": { | |
| "condition": { | |
| "field": "Wildlife__Species", | |
| "selection": "selector040", | |
| "type": "nominal" | |
| }, | |
| "value": "lightgray" | |
| }, | |
| "tooltip": [ | |
| { | |
| "field": "Airport__Name", | |
| "type": "nominal" | |
| }, | |
| { | |
| "field": "Aircraft__Make_Model", | |
| "type": "nominal" | |
| }, | |
| { | |
| "field": "Flight_Date", | |
| "type": "temporal" | |
| }, | |
| { | |
| "field": "When__Phase_of_flight", | |
| "type": "nominal" | |
| }, | |
| { | |
| "field": "Wildlife__Species", | |
| "type": "nominal" | |
| }, | |
| { | |
| "field": "Speed_IAS_in_knots", | |
| "type": "quantitative" | |
| } | |
| ], | |
| "x": { | |
| "axis": { | |
| "title": "Date" | |
| }, | |
| "field": "Flight_Date", | |
| "timeUnit": "yearmonthdate", | |
| "type": "temporal" | |
| }, | |
| "y": { | |
| "axis": { | |
| "title": "Indicated Airspeed (kts)" | |
| }, | |
| "field": "Speed_IAS_in_knots", | |
| "type": "quantitative" | |
| } | |
| }, | |
| "height": 300, | |
| "mark": "circle", | |
| "selection": { | |
| "selector040": { | |
| "encodings": [ | |
| "x" | |
| ], | |
| "mark": { | |
| "fill": "#333", | |
| "fillOpacity": 0.125, | |
| "stroke": "white" | |
| }, | |
| "on": "[mousedown, window:mouseup] > window:mousemove!", | |
| "resolve": "global", | |
| "translate": "[mousedown, window:mouseup] > window:mousemove!", | |
| "type": "interval", | |
| "zoom": "wheel!" | |
| } | |
| }, | |
| "transform": [ | |
| { | |
| "filter": { | |
| "selection": "selector041" | |
| } | |
| } | |
| ], | |
| "width": 600 | |
| }, | |
| { | |
| "encoding": { | |
| "color": { | |
| "condition": { | |
| "field": "Wildlife__Species", | |
| "selection": "selector041", | |
| "type": "nominal" | |
| }, | |
| "value": "lightgray" | |
| }, | |
| "x": { | |
| "field": "Wildlife__Species", | |
| "sort": { | |
| "op": "count", | |
| "order": "descending" | |
| }, | |
| "type": "nominal" | |
| }, | |
| "y": { | |
| "aggregate": "count", | |
| "scale": { | |
| "type": "log" | |
| }, | |
| "type": "quantitative" | |
| } | |
| }, | |
| "mark": "bar", | |
| "selection": { | |
| "selector041": { | |
| "empty": "all", | |
| "encodings": [ | |
| "color" | |
| ], | |
| "on": "click", | |
| "resolve": "global", | |
| "toggle": "event.shiftKey", | |
| "type": "multi" | |
| } | |
| }, | |
| "transform": [ | |
| { | |
| "filter": { | |
| "selection": "selector040" | |
| } | |
| } | |
| ], | |
| "width": 600 | |
| } | |
| ] | |
| }, |
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