Changelog

v0.7.0 (2026-10-14)

A big release that adds interactive plots, plots in polar coordinates and maps, each in its own module:

• Tucan.Interactive adds interactions to existing plots: linked brushing, a crosshair, sliders and dropdowns that filter the data, an overview for exploring long series and selectable legends.
• Tucan.Polar draws line, scatter, area, radar, bar, histogram, wind rose and heatmap plots in polar coordinates.
• Tucan.Geo draws maps in any cartographic projection: base maps, choropleths, points, connections and paths, along with new geographic datasets.

It also adds violin and radial plots, geometric shapes for annotating plots, a volume panel for candlestick charts, and a number of smaller improvements and fixes.

Interactivity

The new Tucan.Interactive module adds interactions to existing plots. Its documentation is the starting point for all interactive features of Tucan, including zooming and tooltips.

• Tucan.Interactive.brush/2 links the plots of a concatenated plot with a brush. The rows selected on any plot are highlighted in all of them.

  Tucan.hconcat([
    Tucan.scatter(:cars, "Horsepower", "Miles_per_Gallon", color_by: "Origin", width: 250),
    Tucan.scatter(:cars, "Weight_in_lbs", "Acceleration", color_by: "Origin", width: 250)
  ])
  |> Tucan.Interactive.brush()

  {"$schema":"https://vega.github.io/schema/vega-lite/v5.json","hconcat":[{"data":{"url":"https://vega.github.io/editor/data/cars.json"},"encoding":{"color":{"field":"Origin","type":"nominal"},"opacity":{"condition":{"param":"_brush","value":1},"value":0.15},"x":{"field":"Horsepower","scale":{"zero":false},"type":"quantitative"},"y":{"field":"Miles_per_Gallon","scale":{"zero":false},"type":"quantitative"}},"mark":{"fillOpacity":1,"type":"point"},"params":[{"name":"_brush","select":{"encodings":["x","y"],"type":"interval"}}],"width":250},{"data":{"url":"https://vega.github.io/editor/data/cars.json"},"encoding":{"color":{"field":"Origin","type":"nominal"},"opacity":{"condition":{"param":"_brush","value":1},"value":0.15},"x":{"field":"Weight_in_lbs","scale":{"zero":false},"type":"quantitative"},"y":{"field":"Acceleration","scale":{"zero":false},"type":"quantitative"}},"mark":{"fillOpacity":1,"type":"point"},"params":[{"name":"_brush","select":{"encodings":["x","y"],"type":"interval"}}],"width":250}]}

  Tucan.pairplot/3 supports linked brushing through its :brush option:

  fields = ["petal_width", "petal_length", "sepal_width", "sepal_length"]
  
  Tucan.pairplot(:iris, fields, width: 130, height: 130, diagonal: :histogram, brush: true)
  |> Tucan.color_by("species", recursive: true)

  {"$schema":"https://vega.github.io/schema/vega-lite/v5.json","columns":4,"concat":[{"encoding":{"color":{"field":"species"},"x":{"axis":{"title":null},"bin":{"binned":true},"field":"bin_petal_width","title":"petal_width"},"x2":{"field":"bin_petal_width_end"},"y":{"axis":{"title":"petal_width"},"field":"count_petal_width","stack":null,"type":"quantitative"}},"height":130,"mark":{"fillOpacity":1,"type":"bar"},"transform":[{"as":"bin_petal_width","bin":true,"field":"petal_width"},{"aggregate":[{"as":"count_petal_width","op":"count"}],"groupby":["bin_petal_width","bin_petal_width_end"]}],"width":130},{"encoding":{"color":{"field":"species"},"opacity":{"condition":{"param":"_brush","value":1},"value":0.15},"x":{"axis":{"title":null},"field":"petal_length","scale":{"zero":false},"type":"quantitative"},"y":{"axis":{"title":null},"field":"petal_width","scale":{"zero":false},"type":"quantitative"}},"height":130,"mark":{"fillOpacity":1,"type":"point"},"params":[{"name":"_brush","select":{"encodings":["x","y"],"type":"interval"}}],"width":130},{"encoding":{"color":{"field":"species"},"opacity":{"condition":{"param":"_brush","value":1},"value":0.15},"x":{"axis":{"title":null},"field":"sepal_width","scale":{"zero":false},"type":"quantitative"},"y":{"axis":{"title":null},"field":"petal_width","scale":{"zero":false},"type":"quantitative"}},"height":130,"mark":{"fillOpacity":1,"type":"point"},"params":[{"name":"_brush","select":{"encodings":["x","y"],"type":"interval"}}],"width":130},{"encoding":{"color":{"field":"species"},"opacity":{"condition":{"param":"_brush","value":1},"value":0.15},"x":{"axis":{"title":null},"field":"sepal_length","scale":{"zero":false},"type":"quantitative"},"y":{"axis":{"title":null},"field":"petal_width","scale":{"zero":false},"type":"quantitative"}},"height":130,"mark":{"fillOpacity":1,"type":"point"},"params":[{"name":"_brush","select":{"encodings":["x","y"],"type":"interval"}}],"width":130},{"encoding":{"color":{"field":"species"},"opacity":{"condition":{"param":"_brush","value":1},"value":0.15},"x":{"axis":{"title":null},"field":"petal_width","scale":{"zero":false},"type":"quantitative"},"y":{"axis":{"title":"petal_length"},"field":"petal_length","scale":{"zero":false},"type":"quantitative"}},"height":130,"mark":{"fillOpacity":1,"type":"point"},"params":[{"name":"_brush","select":{"encodings":["x","y"],"type":"interval"}}],"width":130},{"encoding":{"color":{"field":"species"},"x":{"axis":{"title":null},"bin":{"binned":true},"field":"bin_petal_length","title":"petal_length"},"x2":{"field":"bin_petal_length_end"},"y":{"axis":{"title":null},"field":"count_petal_length","stack":null,"type":"quantitative"}},"height":130,"mark":{"fillOpacity":1,"type":"bar"},"transform":[{"as":"bin_petal_length","bin":true,"field":"petal_length"},{"aggregate":[{"as":"count_petal_length","op":"count"}],"groupby":["bin_petal_length","bin_petal_length_end"]}],"width":130},{"encoding":{"color":{"field":"species"},"opacity":{"condition":{"param":"_brush","value":1},"value":0.15},"x":{"axis":{"title":null},"field":"sepal_width","scale":{"zero":false},"type":"quantitative"},"y":{"axis":{"title":null},"field":"petal_length","scale":{"zero":false},"type":"quantitative"}},"height":130,"mark":{"fillOpacity":1,"type":"point"},"params":[{"name":"_brush","select":{"encodings":["x","y"],"type":"interval"}}],"width":130},{"encoding":{"color":{"field":"species"},"opacity":{"condition":{"param":"_brush","value":1},"value":0.15},"x":{"axis":{"title":null},"field":"sepal_length","scale":{"zero":false},"type":"quantitative"},"y":{"axis":{"title":null},"field":"petal_length","scale":{"zero":false},"type":"quantitative"}},"height":130,"mark":{"fillOpacity":1,"type":"point"},"params":[{"name":"_brush","select":{"encodings":["x","y"],"type":"interval"}}],"width":130},{"encoding":{"color":{"field":"species"},"opacity":{"condition":{"param":"_brush","value":1},"value":0.15},"x":{"axis":{"title":null},"field":"petal_width","scale":{"zero":false},"type":"quantitative"},"y":{"axis":{"title":"sepal_width"},"field":"sepal_width","scale":{"zero":false},"type":"quantitative"}},"height":130,"mark":{"fillOpacity":1,"type":"point"},"params":[{"name":"_brush","select":{"encodings":["x","y"],"type":"interval"}}],"width":130},{"encoding":{"color":{"field":"species"},"opacity":{"condition":{"param":"_brush","value":1},"value":0.15},"x":{"axis":{"title":null},"field":"petal_length","scale":{"zero":false},"type":"quantitative"},"y":{"axis":{"title":null},"field":"sepal_width","scale":{"zero":false},"type":"quantitative"}},"height":130,"mark":{"fillOpacity":1,"type":"point"},"params":[{"name":"_brush","select":{"encodings":["x","y"],"type":"interval"}}],"width":130},{"encoding":{"color":{"field":"species"},"x":{"axis":{"title":null},"bin":{"binned":true},"field":"bin_sepal_width","title":"sepal_width"},"x2":{"field":"bin_sepal_width_end"},"y":{"axis":{"title":null},"field":"count_sepal_width","stack":null,"type":"quantitative"}},"height":130,"mark":{"fillOpacity":1,"type":"bar"},"transform":[{"as":"bin_sepal_width","bin":true,"field":"sepal_width"},{"aggregate":[{"as":"count_sepal_width","op":"count"}],"groupby":["bin_sepal_width","bin_sepal_width_end"]}],"width":130},{"encoding":{"color":{"field":"species"},"opacity":{"condition":{"param":"_brush","value":1},"value":0.15},"x":{"axis":{"title":null},"field":"sepal_length","scale":{"zero":false},"type":"quantitative"},"y":{"axis":{"title":null},"field":"sepal_width","scale":{"zero":false},"type":"quantitative"}},"height":130,"mark":{"fillOpacity":1,"type":"point"},"params":[{"name":"_brush","select":{"encodings":["x","y"],"type":"interval"}}],"width":130},{"encoding":{"color":{"field":"species"},"opacity":{"condition":{"param":"_brush","value":1},"value":0.15},"x":{"axis":{"title":"petal_width"},"field":"petal_width","scale":{"zero":false},"type":"quantitative"},"y":{"axis":{"title":"sepal_length"},"field":"sepal_length","scale":{"zero":false},"type":"quantitative"}},"height":130,"mark":{"fillOpacity":1,"type":"point"},"params":[{"name":"_brush","select":{"encodings":["x","y"],"type":"interval"}}],"width":130},{"encoding":{"color":{"field":"species"},"opacity":{"condition":{"param":"_brush","value":1},"value":0.15},"x":{"axis":{"title":"petal_length"},"field":"petal_length","scale":{"zero":false},"type":"quantitative"},"y":{"axis":{"title":null},"field":"sepal_length","scale":{"zero":false},"type":"quantitative"}},"height":130,"mark":{"fillOpacity":1,"type":"point"},"params":[{"name":"_brush","select":{"encodings":["x","y"],"type":"interval"}}],"width":130},{"encoding":{"color":{"field":"species"},"opacity":{"condition":{"param":"_brush","value":1},"value":0.15},"x":{"axis":{"title":"sepal_width"},"field":"sepal_width","scale":{"zero":false},"type":"quantitative"},"y":{"axis":{"title":null},"field":"sepal_length","scale":{"zero":false},"type":"quantitative"}},"height":130,"mark":{"fillOpacity":1,"type":"point"},"params":[{"name":"_brush","select":{"encodings":["x","y"],"type":"interval"}}],"width":130},{"encoding":{"color":{"field":"species"},"x":{"axis":{"title":"sepal_length"},"bin":{"binned":true},"field":"bin_sepal_length","title":"sepal_length"},"x2":{"field":"bin_sepal_length_end"},"y":{"axis":{"title":null},"field":"count_sepal_length","stack":null,"type":"quantitative"}},"height":130,"mark":{"fillOpacity":1,"type":"bar"},"transform":[{"as":"bin_sepal_length","bin":true,"field":"sepal_length"},{"aggregate":[{"as":"count_sepal_length","op":"count"}],"groupby":["bin_sepal_length","bin_sepal_length_end"]}],"width":130}],"data":{"url":"https://gist.githubusercontent.com/curran/a08a1080b88344b0c8a7/raw/0e7a9b0a5d22642a06d3d5b9bcbad9890c8ee534/iris.csv"}}

• Tucan.Interactive.crosshair/2 draws a vertical rule following the mouse, which highlights the values of all series at the hovered x value.

  Tucan.lineplot(:stocks, "date", "price", color_by: "symbol", x: [type: :temporal], width: 400)
  |> Tucan.Interactive.crosshair()

  {"$schema":"https://vega.github.io/schema/vega-lite/v5.json","data":{"url":"https://vega.github.io/editor/data/stocks.csv"},"layer":[{"encoding":{"color":{"field":"symbol"},"x":{"field":"date","type":"temporal"},"y":{"field":"price","type":"quantitative"}},"mark":{"fillOpacity":1,"type":"line"}},{"encoding":{"x":{"field":"date","type":"temporal"}},"mark":{"opacity":0,"type":"point"},"params":[{"name":"_hover","select":{"clear":"pointerout","fields":["date"],"nearest":true,"on":"pointerover","type":"point"}}]},{"encoding":{"opacity":{"condition":{"empty":false,"param":"_hover","value":1},"value":0},"x":{"field":"date","type":"temporal"}},"mark":{"color":"gray","type":"rule"}},{"encoding":{"color":{"field":"symbol"},"opacity":{"condition":{"empty":false,"param":"_hover","value":1},"value":0},"tooltip":[{"field":"date","type":"temporal"},{"field":"price","type":"quantitative"},{"field":"symbol"}],"x":{"field":"date","type":"temporal"},"y":{"field":"price","type":"quantitative"}},"mark":{"filled":true,"size":50,"type":"point"}}],"width":400}

• Tucan.Interactive.slider/3 adds a slider below the plot, which filters its rows by the value of a numeric field. Move the slider to see how the fertility and the life expectancy of the countries changed over the years:

  "https://vega.github.io/vega-datasets/data/gapminder.json"
  |> Tucan.bubble("fertility", "life_expect", "pop", color_by: "cluster", width: 400)
  |> Tucan.Interactive.slider("year", min: 1955, max: 2005, step: 5)
  |> Tucan.Scale.set_x_domain(0, 9)
  |> Tucan.Scale.set_y_domain(20, 85)

  {"$schema":"https://vega.github.io/schema/vega-lite/v5.json","data":{"url":"https://vega.github.io/vega-datasets/data/gapminder.json"},"encoding":{"color":{"field":"cluster","type":"nominal"},"size":{"field":"pop","type":"quantitative"},"x":{"field":"fertility","scale":{"domain":[0,9],"zero":false},"type":"quantitative"},"y":{"field":"life_expect","scale":{"domain":[20,85],"zero":false},"type":"quantitative"}},"mark":"circle","params":[{"bind":{"input":"range","max":2005,"min":1955,"name":"year ","step":5},"name":"slider_year","value":1955}],"transform":[{"filter":"datum[\"year\"] == slider_year"}],"width":400}

• Tucan.Interactive.dropdown/3 adds a dropdown below the plot, which filters its rows by the selected value of a field.

  :stocks
  |> Tucan.lineplot("date", "price", color_by: "symbol", x: [type: :temporal], width: 400)
  |> Tucan.Interactive.dropdown("symbol", options: ["AAPL", "AMZN", "GOOG", "IBM", "MSFT"])

  {"$schema":"https://vega.github.io/schema/vega-lite/v5.json","data":{"url":"https://vega.github.io/editor/data/stocks.csv"},"encoding":{"color":{"field":"symbol"},"x":{"field":"date","type":"temporal"},"y":{"field":"price","type":"quantitative"}},"mark":{"fillOpacity":1,"type":"line"},"params":[{"bind":{"input":"select","labels":["All","AAPL","AMZN","GOOG","IBM","MSFT"],"name":"symbol ","options":[null,"AAPL","AMZN","GOOG","IBM","MSFT"]},"name":"dropdown_symbol","value":null}],"transform":[{"filter":"dropdown_symbol == null || datum[\"symbol\"] == dropdown_symbol"}],"width":400}

• Tucan.Interactive.overview_detail/2 adds a small overview below the plot. Drag on it to select the interval of the x axis shown in the plot.

  :stocks
  |> Tucan.lineplot("date", "price", color_by: "symbol", x: [type: :temporal], width: 500)
  |> Tucan.Interactive.overview_detail()

  {"$schema":"https://vega.github.io/schema/vega-lite/v5.json","data":{"url":"https://vega.github.io/editor/data/stocks.csv"},"spacing":20,"vconcat":[{"encoding":{"color":{"field":"symbol"},"x":{"field":"date","scale":{"domain":{"param":"_overview"}},"type":"temporal"},"y":{"field":"price","type":"quantitative"}},"mark":{"clip":true,"fillOpacity":1,"type":"line"},"width":500},{"encoding":{"color":{"field":"symbol"},"x":{"field":"date","type":"temporal"},"y":{"field":"price","type":"quantitative"}},"height":60,"mark":{"fillOpacity":1,"type":"line"},"params":[{"name":"_overview","select":{"encodings":["x"],"type":"interval"}}],"width":500}]}

• Tucan.Legend.set_selectable/3 highlights the data of the clicked legend entries.

  Tucan.lineplot(:stocks, "date", "price", color_by: "symbol", x: [type: :temporal], width: 400)
  |> Tucan.Legend.set_selectable(:color)

  {"$schema":"https://vega.github.io/schema/vega-lite/v5.json","data":{"url":"https://vega.github.io/editor/data/stocks.csv"},"encoding":{"color":{"field":"symbol"},"opacity":{"condition":{"param":"_legend","value":1},"value":0.15},"x":{"field":"date","type":"temporal"},"y":{"field":"price","type":"quantitative"}},"mark":{"fillOpacity":1,"type":"line"},"params":[{"bind":"legend","name":"_legend","select":{"fields":["symbol"],"type":"point"}}],"width":400}

Polar plots

The new experimental Tucan.Polar module draws plots in polar coordinates, with Tucan.Polar.lineplot/4, Tucan.Polar.scatter/4, Tucan.Polar.area/4, Tucan.Polar.radar/4, Tucan.Polar.bar/4, Tucan.Polar.histogram/3, Tucan.Polar.windrose/4 and Tucan.Polar.heatmap/5. The polar grid is drawn in the data coordinates, and the maximum radius is inferred from inline data. Angle marks can be labeled in degrees, as compass points or with custom labels.

Two players compared across six skills with a radar chart:

data =
  for {player, scores} <- [
        {"Alice", [8, 6, 9, 7, 4, 8]},
        {"Bob", [5, 9, 6, 8, 7, 6]}
      ],
      {skill, score} <-
        Enum.zip(["Speed", "Shooting", "Passing", "Dribbling", "Defense", "Stamina"], scores) do
    %{player: player, skill: skill, score: score}
  end

Tucan.Polar.radar(data, "score", "skill",
  color_by: "player",
  filled: true,
  max_radius: 10,
  tooltip: true
)

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A wind rose of observations with a prevailing south west wind:

:rand.seed(:exsss, {1, 2, 3})

data =
  for _i <- 1..500 do
    direction = 225 + 45 * :rand.normal()
    speed = abs(6 + 3 * :rand.normal() + 2 * :math.cos((direction - 225) * :math.pi() / 180))

    %{direction: direction, speed: speed}
  end

Tucan.Polar.windrose(data, "direction", "speed", line_color: "white", tooltip: true)

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Cyclic data, e.g. the days of a year, are supported through the :period option:

data =
  for {city, mean, amplitude} <- [{"Dublin", 10, 5}, {"Madrid", 16, 10}],
      date <- Date.range(~D[2024-01-01], ~D[2024-12-31]) do
    day = Date.day_of_year(date)
    wiggle = :math.sin(day / 3) + 0.6 * :math.sin(day / 1.7)
    temp = mean - amplitude * :math.cos(2 * :math.pi() * (day - 20) / 366) + wiggle

    %{city: city, date: date, temp: temp}
  end

Tucan.Polar.lineplot(data, "temp", "date", period: :year, color_by: "city")

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- time(datetime(year(datum.__polar_date), 0, 1))) / (time(datetime(year(datum.__polar_date) + 1, 0, 1)) - time(datetime(year(datum.__polar_date), 0, 1))) * 360"},{"as":"__polar_angle","calculate":"-0.017453292519943295 * datum.__polar_period_angle + 1.5707963267948966"},{"as":"__polar_x","calculate":"toNumber(datum[\"temp\"]) * cos(datum.__polar_angle)"},{"as":"__polar_y","calculate":"toNumber(datum[\"temp\"]) * 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Geographic plots

The new Tucan.Geo module draws maps of GeoJSON or TopoJSON features in any cartographic projection supported by Vega-Lite. The :airports, :flights_airport, :us_10m, :us_county_unemployment, :us_state_population and :world_110m geographic datasets are added as well.

• Tucan.Geo.basemap/2 draws the features, e.g. the countries of the world, optionally with the outline of the globe and a graticule.

  Tucan.Geo.basemap(:world_110m, sphere: true, graticule: true)

  {"$schema":"https://vega.github.io/schema/vega-lite/v5.json","height":300,"layer":[{"data":{"sphere":true},"mark":{"fill":"#e8f1f8","stroke":"#cccccc","strokeWidth":0.5,"type":"geoshape"},"projection":{"type":"equalEarth"}},{"data":{"graticule":{"step":[15,15]}},"mark":{"fill":null,"stroke":"#cccccc","strokeWidth":0.3,"type":"geoshape"},"projection":{"type":"equalEarth"}},{"data":{"format":{"feature":"countries","type":"topojson"},"url":"https://vega.github.io/vega-datasets/data/world-110m.json"},"mark":{"fill":"#e3e3e3","stroke":"white","strokeWidth":0.5,"type":"geoshape"},"projection":{"type":"equalEarth"}}],"projection":{"type":"equalEarth"},"width":500}

• Tucan.Geo.choropleth/5 colors the features by a value, joined from any data supported by Tucan.new/2.

  Tucan.Geo.choropleth(:us_10m, :us_county_unemployment, "id", "rate",
    feature: "counties",
    color_scheme: :reds
  )

  {"$schema":"https://vega.github.io/schema/vega-lite/v5.json","height":300,"layer":[{"data":{"format":{"feature":"counties","type":"topojson"},"url":"https://vega.github.io/vega-datasets/data/us-10m.json"},"mark":{"fill":"#e3e3e3","stroke":"white","strokeWidth":0.3,"type":"geoshape"},"projection":{"type":"albersUsa"}},{"data":{"format":{"feature":"counties","type":"topojson"},"url":"https://vega.github.io/vega-datasets/data/us-10m.json"},"encoding":{"color":{"field":"rate","scale":{"reverse":false,"scheme":"reds"},"type":"quantitative"}},"mark":{"stroke":"white","strokeWidth":0.3,"type":"geoshape"},"projection":{"type":"albersUsa"},"transform":[{"from":{"data":{"url":"https://vega.github.io/vega-datasets/data/unemployment.tsv"},"fields":["rate"],"key":"id"},"lookup":"id"}]}],"projection":{"type":"albersUsa"},"width":500}

• Tucan.Geo.scatter/4 draws points at geographic locations, e.g. bubble maps on top of a base map.

  Tucan.layers([
    Tucan.Geo.basemap(:us_10m),
    Tucan.Geo.scatter(:airports, "longitude", "latitude", point_size: 4, point_color: "firebrick")
  ])

  {"$schema":"https://vega.github.io/schema/vega-lite/v5.json","layer":[{"data":{"format":{"feature":"states","type":"topojson"},"url":"https://vega.github.io/vega-datasets/data/us-10m.json"},"height":300,"mark":{"fill":"#e3e3e3","stroke":"white","strokeWidth":0.5,"type":"geoshape"},"projection":{"type":"albersUsa"},"width":500},{"data":{"url":"https://vega.github.io/vega-datasets/data/airports.csv"},"encoding":{"latitude":{"field":"latitude","type":"quantitative"},"longitude":{"field":"longitude","type":"quantitative"}},"height":300,"mark":{"color":"firebrick","fillOpacity":0.7,"filled":true,"size":4,"type":"point"},"projection":{"type":"albersUsa"},"width":500}]}

• Tucan.Geo.connections/6 draws lines between pairs of locations, e.g. flight routes.

  routes =
    for {lon, lat} <- [{-73.78, 40.64}, {55.36, 25.25}, {103.99, 1.36}, {28.24, -26.13}] do
      %{lon: -0.45, lat: 51.47, lon2: lon, lat2: lat}
    end
  
  Tucan.layers([
    Tucan.Geo.basemap(:world_110m),
    Tucan.Geo.connections(routes, "lon", "lat", "lon2", "lat2", line_color: "firebrick")
  ])

  {"$schema":"https://vega.github.io/schema/vega-lite/v5.json","layer":[{"data":{"format":{"feature":"countries","type":"topojson"},"url":"https://vega.github.io/vega-datasets/data/world-110m.json"},"height":300,"mark":{"fill":"#e3e3e3","stroke":"white","strokeWidth":0.5,"type":"geoshape"},"projection":{"type":"equalEarth"},"width":500},{"__tucan__":{"types":{"lat":"quantitative","lat2":"quantitative","lon":"quantitative","lon2":"quantitative"}},"data":{"values":[{"lat":51.47,"lat2":40.64,"lon":-0.45,"lon2":-73.78},{"lat":51.47,"lat2":25.25,"lon":-0.45,"lon2":55.36},{"lat":51.47,"lat2":1.36,"lon":-0.45,"lon2":103.99},{"lat":51.47,"lat2":-26.13,"lon":-0.45,"lon2":28.24}]},"encoding":{"latitude":{"field":"lat","type":"quantitative"},"latitude2":{"field":"lat2"},"longitude":{"field":"lon","type":"quantitative"},"longitude2":{"field":"lon2"}},"height":300,"mark":{"color":"firebrick","opacity":0.6,"strokeWidth":1,"type":"rule"},"projection":{"type":"equalEarth"},"width":500}]}

• Tucan.Geo.path/4 draws paths connecting locations, e.g. the route of a trip or the track of a storm.

  trip = [
    %{city: "Lisbon", lon: -9.14, lat: 38.72, day: 1},
    %{city: "Madrid", lon: -3.70, lat: 40.42, day: 3},
    %{city: "Paris", lon: 2.35, lat: 48.86, day: 6},
    %{city: "Berlin", lon: 13.40, lat: 52.52, day: 9},
    %{city: "Vienna", lon: 16.37, lat: 48.21, day: 12}
  ]
  
  projection = [projection: :mercator, projection_opts: [scale: 600, center: [4, 46]]]
  
  Tucan.layers([
    Tucan.Geo.basemap(:world_110m, projection),
    Tucan.Geo.path(trip, "lon", "lat", [order_by: "day", points: true] ++ projection)
  ])

  {"$schema":"https://vega.github.io/schema/vega-lite/v5.json","layer":[{"data":{"format":{"feature":"countries","type":"topojson"},"url":"https://vega.github.io/vega-datasets/data/world-110m.json"},"height":300,"mark":{"fill":"#e3e3e3","stroke":"white","strokeWidth":0.5,"type":"geoshape"},"projection":{"center":[4,46],"scale":600,"type":"mercator"},"width":500},{"__tucan__":{"types":{"city":"nominal","day":"quantitative","lat":"quantitative","lon":"quantitative"}},"data":{"values":[{"city":"Lisbon","day":1,"lat":38.72,"lon":-9.14},{"city":"Madrid","day":3,"lat":40.42,"lon":-3.7},{"city":"Paris","day":6,"lat":48.86,"lon":2.35},{"city":"Berlin","day":9,"lat":52.52,"lon":13.4},{"city":"Vienna","day":12,"lat":48.21,"lon":16.37}]},"encoding":{"latitude":{"field":"lat","type":"quantitative"},"longitude":{"field":"lon","type":"quantitative"},"order":{"field":"day","type":"quantitative"}},"mark":{"strokeWidth":2,"type":"line"},"projection":{"center":[4,46],"scale":600,"type":"mercator"}},{"__tucan__":{"types":{"city":"nominal","day":"quantitative","lat":"quantitative","lon":"quantitative"}},"data":{"values":[{"city":"Lisbon","day":1,"lat":38.72,"lon":-9.14},{"city":"Madrid","day":3,"lat":40.42,"lon":-3.7},{"city":"Paris","day":6,"lat":48.86,"lon":2.35},{"city":"Berlin","day":9,"lat":52.52,"lon":13.4},{"city":"Vienna","day":12,"lat":48.21,"lon":16.37}]},"encoding":{"latitude":{"field":"lat","type":"quantitative"},"longitude":{"field":"lon","type":"quantitative"},"order":{"field":"day","type":"quantitative"}},"mark":{"opacity":1,"type":"circle"},"projection":{"center":[4,46],"scale":600,"type":"mercator"}}]}

New plots

• Add Tucan.violin/3 for drawing violin plots, optionally grouped and colored by a categorical field.

  Tucan.violin(:penguins, "Body Mass (g)", group_by: "Species", color_by: "Species")

  {"$schema":"https://vega.github.io/schema/vega-lite/v5.json","data":{"url":"https://raw.githubusercontent.com/vega/vega-datasets/next/data/penguins.json"},"encoding":{"color":{"field":"Species","legend":null,"type":"nominal"},"column":{"field":"Species","title":null,"type":"nominal"},"x":{"axis":null,"field":"negative_density","type":"quantitative"},"x2":{"field":"density"},"y":{"axis":{"title":"Body Mass (g)"},"field":"value","scale":{"zero":false},"type":"quantitative"}},"height":300,"mark":{"fillOpacity":0.8,"orient":"horizontal","type":"area"},"transform":[{"as":"Body Mass (g)","calculate":"toNumber(datum[\"Body Mass (g)\"])"},{"density":"Body Mass (g)","groupby":["Species"],"maxsteps":200,"minsteps":25},{"as":"negative_density","calculate":"-datum.density"}],"width":140}

• Add Tucan.radial/4 for radial plots, where both the angle and the radius of each wedge are proportional to the value.

  Tucan.radial(:barley, "yield", "site", aggregate: :sum, inner_radius: 30)

  {"$schema":"https://vega.github.io/schema/vega-lite/v5.json","data":{"url":"https://vega.github.io/editor/data/barley.json"},"encoding":{"color":{"field":"site"},"radius":{"aggregate":"sum","field":"yield","scale":{"rangeMin":30,"type":"sqrt","zero":true},"type":"quantitative"},"theta":{"aggregate":"sum","field":"yield","stack":true,"type":"quantitative"}},"mark":{"fillOpacity":1,"type":"arc"}}

• Add Tucan.Geometry.line/3 for drawing line segments.

  data = for i <- 1..50, do: %{actual: i, predicted: i + 8 * :math.sin(i)}
  
  Tucan.layers([
    Tucan.scatter(data, "actual", "predicted"),
    Tucan.Geometry.line({0, 0}, {50, 50}, line_color: "gray", stroke_dash: [4, 4])
  ])

  {"$schema":"https://vega.github.io/schema/vega-lite/v5.json","layer":[{"__tucan__":{"types":{"actual":"quantitative","predicted":"quantitative"}},"data":{"values":[{"actual":1,"predicted":7.731767878463172},{"actual":2,"predicted":9.274379414605454},{"actual":3,"predicted":4.128960064478938},{"actual":4,"predicted":-2.0544199624634265},{"actual":5,"predicted":-2.6713941973051076},{"actual":6,"predicted":3.764676014408593},{"actual":7,"predicted":12.255892789750312},{"actual":8,"predicted":15.914865972987055},{"actual":9,"predicted":12.296947881934052},{"actual":10,"predicted":5.647831112885042},{"actual":11,"predicted":3.000078347594372},{"actual":12,"predicted":7.7074166559965205},{"actual":13,"predicted":16.361336294613128},{"actual":14,"predicted":21.924858845558962},{"actual":15,"predicted":20.202302721256935},{"actual":16,"predicted":13.696773466679478},{"actual":17,"predicted":9.308820064963545},{"actual":18,"predicted":11.99210202582659},{"actual":19,"predicted":20.19901767730362},{"actual":20,"predicted":27.30356200582102},{"actual":21,"predicted":27.693245108288448},{"actual":22,"predicted":21.92918952567677},{"actual":23,"predicted":16.230236766598637},{"actual":24,"predicted":16.755373103947008},{"actual":25,"predicted":23.941185999217815},{"actual":26,"predicted":32.10046760383682},{"actual":27,"predicted":34.651007427236024},{"actual":28,"predicted":30.167246306462953},{"actual":29,"predicted":23.69092892629626},{"actual":30,"predicted":22.095747007257106},{"actual":31,"predicted":27.76769883741548},{"actual":32,"predicted":36.41141344993353},{"actual":33,"predicted":40.99929488085814},{"actual":34,"predicted":38.23266148896019},{"actual":35,"predicted":31.574538644030792},{"actual":36,"predicted":28.065769172455074},{"actual":37,"predicted":31.851694933144003},{"actual":38,"predicted":40.370948629675084},{"actual":39,"predicted":46.7103630902727},{"actual":40,"predicted":45.96090528383479},{"actual":41,"predicted":39.73101864956233},{"actual":42,"predicted":34.66782761667493},{"actual":43,"predicted":36.345802058971216},{"actual":44,"predicted":44.14161540084331},{"actual":45,"predicted":51.807228196272945},{"actual":46,"predicted":53.21430678119047},{"actual":47,"predicted":47.98858498196179},{"actual":48,"predicted":41.853962709410666},{"actual":49,"predicted":41.369978777924224},{"actual":50,"predicted":47.90100117036857}]},"encoding":{"x":{"field":"actual","scale":{"zero":false},"type":"quantitative"},"y":{"field":"predicted","scale":{"zero":false},"type":"quantitative"}},"mark":{"fillOpacity":1,"type":"point"}},{"data":{"values":[{}]},"encoding":{"x":{"datum":0,"type":"quantitative"},"x2":{"datum":50},"y":{"datum":0,"type":"quantitative"},"y2":{"datum":50}},"mark":{"color":"gray","strokeDash":[4,4],"strokeWidth":1,"type":"rule"}}]}

• Add Tucan.Geometry.arrow/3 for drawing arrows, e.g. to point to a part of a plot. The arrow head follows the direction of the arrow on the screen, even if the x and y scales differ.

  Tucan.scatter(:cars, "Horsepower", "Miles_per_Gallon")
  |> Tucan.Layers.append(Tucan.Geometry.arrow({180, 35}, {225, 16}, line_color: "red"))
  |> Tucan.annotate(180, 37, "The most powerful car", color: "red")

  {"$schema":"https://vega.github.io/schema/vega-lite/v5.json","data":{"url":"https://vega.github.io/editor/data/cars.json"},"layer":[{"encoding":{"x":{"field":"Horsepower","scale":{"zero":false},"type":"quantitative"},"y":{"field":"Miles_per_Gallon","scale":{"zero":false},"type":"quantitative"}},"mark":{"fillOpacity":1,"type":"point"}},{"layer":[{"data":{"values":[{}]},"encoding":{"x":{"datum":180,"type":"quantitative"},"x2":{"datum":225},"y":{"datum":35,"type":"quantitative"},"y2":{"datum":16}},"mark":{"color":"red","strokeWidth":2,"type":"rule"}},{"data":{"values":[{}]},"encoding":{"x":{"datum":225,"type":"quantitative"},"y":{"datum":16,"type":"quantitative"}},"mark":{"angle":{"expr":"(isFinite(atan2(scale('x', 225) - scale('x', 180), scale('y', 35) - scale('y', 16))) ? atan2(scale('x', 225) - scale('x', 180), scale('y', 35) - scale('y', 16)) : atan2((225) - (180), (16) - (35))) * 180 / PI"},"color":"red","filled":true,"opacity":1,"shape":"triangle","size":60,"type":"point"}}]},{"data":{"values":[{}]},"encoding":{"x":{"datum":180,"type":"quantitative"},"y":{"datum":37,"type":"quantitative"}},"mark":{"color":"red","text":"The most powerful car","type":"text"}}]}

• Add Tucan.Geometry.regular_polygon/4 for drawing regular polygons.

  Tucan.Geometry.regular_polygon({0, 0}, 1, 6, fill_color: "teal")
  |> Tucan.set_size(200, 200)

  {"$schema":"https://vega.github.io/schema/vega-lite/v5.json","data":{"values":[{"order":0,"x":6.123233995736766e-17,"y":1.0},{"order":1,"x":-0.8660254037844387,"y":0.49999999999999994},{"order":2,"x":-0.8660254037844386,"y":-0.5000000000000001},{"order":3,"x":-1.8369701987210297e-16,"y":-1.0},{"order":4,"x":0.8660254037844384,"y":-0.5000000000000004},{"order":5,"x":0.866025403784439,"y":0.4999999999999993},{"order":6,"x":6.123233995736766e-17,"y":1.0}]},"encoding":{"order":{"field":"order"},"x":{"field":"x","type":"quantitative"},"y":{"field":"y","type":"quantitative"}},"height":200,"mark":{"fill":"teal","fillOpacity":1,"strokeOpacity":1,"strokeWidth":1,"type":"line"},"width":200}

• Add Tucan.Geometry.function/3 for drawing the curves of functions. The curve is broken where the function is not defined.

  Tucan.layers([
    Tucan.Geometry.function(&:math.sin/1, {-2 * :math.pi(), 2 * :math.pi()}),
    Tucan.Geometry.function(&:math.sqrt(&1 * &1 - 4), {-6, 6}, line_color: "red")
  ])
  |> Tucan.set_width(400)

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Added

• Add a :volume option to Tucan.Finance.candlestick/7 for drawing the traded volume as a bar chart below the prices, sharing their time axis.

  :rand.seed(:exsss, {1, 2, 3})
  
  {data, _close} =
    Enum.map_reduce(Date.range(~D[2024-03-01], ~D[2024-04-30]), 100.0, fn date, previous ->
      close = previous + 2 * :rand.normal()
      high = max(previous, close) + abs(:rand.normal())
      low = min(previous, close) - abs(:rand.normal())
      volume = round(1_000_000 * (0.5 + :rand.uniform()))
  
      {%{date: date, open: previous, high: high, low: low, close: close, volume: volume}, close}
    end)
  
  Tucan.Finance.candlestick(data, "date", "open", "high", "low", "close",
    volume: "volume",
    width: 400
  )

  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< datum.close","value":"#06982d"},"value":"#ae1325"},"x":{"axis":{"labels":false,"title":null},"field":"date","type":"temporal"},"y":{"axis":{"title":"Price"},"field":"open","scale":{"zero":false},"type":"quantitative"},"y2":{"field":"close","type":"quantitative"}},"mark":{"fillOpacity":1,"type":"bar"}}],"width":400},{"encoding":{"color":{"condition":{"test":"datum.open < datum.close","value":"#06982d"},"value":"#ae1325"},"x":{"field":"date","type":"temporal"},"y":{"field":"volume","title":"Volume","type":"quantitative"}},"height":60,"mark":"bar","width":400}]}

• Support connected scatter plots in Tucan.lineplot/4 through the :order_by option, which orders the points of the lines by a field other than x.

  data =
    for {year, unemployment, inflation} <- [
          {2019, 3.7, 1.8},
          {2020, 8.1, 1.2},
          {2021, 5.4, 4.7},
          {2022, 3.6, 8.0},
          {2023, 3.6, 4.1}
        ] do
      %{year: year, unemployment: unemployment, inflation: inflation}
    end
  
  Tucan.lineplot(data, "unemployment", "inflation", order_by: "year", points: true)

  {"$schema":"https://vega.github.io/schema/vega-lite/v5.json","__tucan__":{"types":{"inflation":"quantitative","unemployment":"quantitative","year":"quantitative"}},"data":{"values":[{"inflation":1.8,"unemployment":3.7,"year":2019},{"inflation":1.2,"unemployment":8.1,"year":2020},{"inflation":4.7,"unemployment":5.4,"year":2021},{"inflation":8.0,"unemployment":3.6,"year":2022},{"inflation":4.1,"unemployment":3.6,"year":2023}]},"encoding":{"order":{"field":"year","type":"quantitative"},"x":{"field":"unemployment","type":"quantitative"},"y":{"field":"inflation","type":"quantitative"}},"mark":{"fillOpacity":1,"point":[],"type":"line"}}

• Add :tick_color and :tick_width options to Tucan.errorbar/3 for styling the error bar end ticks.

  Tucan.errorbar(:barley, "yield", group_by: "variety", tick_color: "orange", tick_width: 3)

  {"$schema":"https://vega.github.io/schema/vega-lite/v5.json","__tucan__":{"multilayer":true},"data":{"url":"https://vega.github.io/editor/data/barley.json"},"layer":[{"encoding":{"x":{"field":"yield","scale":{"zero":false},"type":"quantitative"},"y":{"field":"variety","type":"nominal"}},"mark":{"extent":"stderr","fillOpacity":1,"ticks":{"color":"orange","thickness":3},"type":"errorbar"}}]}

• Tucan.Scale.set_domain/3 accepts a {min, max} tuple and :unaggregate.

  Tucan.scatter(:iris, "petal_width", "petal_length")
  |> Tucan.Scale.set_domain(:x, {0, 4})

  {"$schema":"https://vega.github.io/schema/vega-lite/v5.json","data":{"url":"https://gist.githubusercontent.com/curran/a08a1080b88344b0c8a7/raw/0e7a9b0a5d22642a06d3d5b9bcbad9890c8ee534/iris.csv"},"encoding":{"x":{"field":"petal_width","scale":{"domain":[0,4],"zero":false},"type":"quantitative"},"y":{"field":"petal_length","scale":{"zero":false},"type":"quantitative"}},"mark":{"fillOpacity":1,"type":"point"}}

• Support combining a :density_heatmap joint plot with :color_by in Tucan.jointplot/4.

  Tucan.jointplot(
    :penguins,
    "Beak Length (mm)",
    "Beak Depth (mm)",
    joint: :density_heatmap,
    marginal: :density,
    color_by: "Species",
    marginal_opts: [fill_opacity: 0.5]
  )

  {"$schema":"https://vega.github.io/schema/vega-lite/v5.json","bounds":"flush","data":{"url":"https://raw.githubusercontent.com/vega/vega-datasets/next/data/penguins.json"},"resolve":{"scale":{"color":"independent"}},"spacing":15,"vconcat":[{"encoding":{"color":{"field":"Species"},"x":{"axis":null,"field":"value","scale":{"zero":false},"type":"quantitative"},"y":{"field":"density","stack":null,"type":"quantitative"}},"height":90,"mark":{"fillOpacity":0.5,"orient":"vertical","type":"area"},"transform":[{"as":"Beak Length (mm)","calculate":"toNumber(datum[\"Beak Length (mm)\"])"},{"counts":false,"cumulative":false,"density":"Beak Length (mm)","groupby":["Species"],"maxsteps":200,"minsteps":25}]},{"bounds":"flush","hconcat":[{"encoding":{"color":{"aggregate":"count","legend":null,"type":"quantitative"},"x":{"bin":true,"field":"Beak Length (mm)","type":"quantitative"},"y":{"bin":true,"field":"Beak Depth (mm)","type":"quantitative"}},"height":200,"mark":{"fillOpacity":1,"type":"rect"},"width":200},{"encoding":{"color":{"field":"Species","legend":null},"x":{"field":"density","stack":null,"type":"quantitative"},"y":{"axis":null,"field":"value","scale":{"zero":false},"type":"quantitative"}},"mark":{"fillOpacity":0.5,"orient":"horizontal","type":"area"},"transform":[{"as":"Beak Depth (mm)","calculate":"toNumber(datum[\"Beak Depth (mm)\"])"},{"counts":false,"cumulative":false,"density":"Beak Depth (mm)","groupby":["Species"],"maxsteps":200,"minsteps":25}],"width":90}],"resolve":{"scale":{"color":"independent"}},"spacing":15}]}

• Support RGB and RGBA images in Tucan.imshow/2.

  height = 60
  width = 120
  
  red = Nx.iota({height, width}, axis: 1) |> Nx.divide(width - 1)
  green = Nx.iota({height, width}, axis: 0) |> Nx.divide(height - 1)
  blue = Nx.broadcast(0.6, {height, width})
  
  image = Nx.stack([red, green, blue], axis: -1) |> Nx.as_type({:f, 32})
  
  Tucan.imshow(image, width: 240, height: 120)

  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• Warn if a column with non-numeric values is encoded in a quantitative channel, e.g. Tucan.scatter(data, "category", "value"), instead of silently rendering an empty plot. Set the channel type explicitly to silence the warning.

Changed

• Tucan.Geometry.circle/3 and Tucan.Geometry.ellipse/5 are sampled every degree instead of every tenth of a degree. Each shape is drawn with 361 points instead of 3610, without a visible difference.
• Tucan.pie/4 validates the :aggregate option. An unsupported statistic, e.g. :avg, raises instead of silently producing a broken plot.
• Tucan.Scale.set_domain/3 validates the domain and raises if it is not valid, e.g. if a quantitative channel's domain contains non-numeric values.
• Numeric strings, e.g. "1.5", are inferred as quantitative.
• Tucan.density/3 accepts an integer :bandwidth, and requires :steps, :minsteps and :maxsteps to be positive integers.

Fixed

• Tucan.annotate/5 does not change the axis titles of the annotated plot. The annotation's internal x and y fields were appended to them, e.g. Horsepower, x.

• Tucan.new/2 applies the spec options, e.g. :width, :height and :title, if the data are an existing VegaLite plot, e.g. a dataset with some transforms. They were ignored before, so the options of any plot built on such a plot were lost too.

  VegaLite.new()
  |> VegaLite.data_from_url("https://vega.github.io/editor/data/cars.json")
  |> VegaLite.transform(filter: "datum.Origin == 'Europe'")
  |> Tucan.scatter("Horsepower", "Miles_per_Gallon", width: 400, title: "European cars")

  {"$schema":"https://vega.github.io/schema/vega-lite/v5.json","data":{"url":"https://vega.github.io/editor/data/cars.json"},"encoding":{"x":{"field":"Horsepower","scale":{"zero":false},"type":"quantitative"},"y":{"field":"Miles_per_Gallon","scale":{"zero":false},"type":"quantitative"}},"mark":{"fillOpacity":1,"type":"point"},"title":"European cars","transform":[{"filter":"datum.Origin == 'Europe'"}],"width":400}

• Tucan.density/3 converts the density field to a number before estimating the density. Previously densities of CSV data were computed on strings, producing wrong plots, e.g. Tucan.density(:iris, "petal_width", color_by: "species").

v0.6.0 (2026-04-29)

Added

• Support custom themes as keyword lists in set_theme/2
• Add point_size option to lineplot and area plots

v0.5.1 (2025-10-24)

Fixed

• Typing violation warnings in elixir 1.19

v0.5.0 (2025-05-19)

Added

• Automatic type inference for input data. By inferring types we can automatically set the type to temporal in case of date, datetime columns.

  data = [
    %{x: ~D[2020-01-01], y: 12.34},
    %{x: ~D[2020-01-02], y: 13.21},
    %{x: ~D[2020-01-03], y: 9.81}
  ]
  
  # x is marked as temporal instead of quantitative which is the default for line plots
  Tucan.lineplot(data, "x", "y")

  {"$schema":"https://vega.github.io/schema/vega-lite/v5.json","__tucan__":{"types":{"x":"temporal","y":"quantitative"}},"data":{"values":[{"x":"2020-01-01","y":12.34},{"x":"2020-01-02","y":13.21},{"x":"2020-01-03","y":9.81}]},"encoding":{"x":{"field":"x","type":"temporal"},"y":{"field":"y","type":"quantitative"}},"mark":{"fillOpacity":1,"type":"line"}}

• Infer time columns and apply the proper formatting on the data definition:

  data = [
    %{x: ~T[10:00:00], y: 12.34},
    %{x: ~T[11:00:00], y: 13.21},
    %{x: ~T[12:00:00], y: 9.81}
  ]
  
  Tucan.lineplot(data, "x", "y", points: true)

  {"$schema":"https://vega.github.io/schema/vega-lite/v5.json","__tucan__":{"types":{"x":"time","y":"quantitative"}},"data":{"format":{"parse":{"x":"date:'%H:%M:%S'"}},"values":[{"x":"10:00:00","y":12.34},{"x":"11:00:00","y":13.21},{"x":"12:00:00","y":9.81}]},"encoding":{"x":{"field":"x","type":"temporal"},"y":{"field":"y","type":"quantitative"}},"mark":{"fillOpacity":1,"point":[],"type":"line"}}

• Add Tucan.configure/1 for setting default width and height for subsequent plots.

  Tucan.configure(default_width: 600, default_height: 300)
  
  # This will use default width and height
  Tucan.scatter(:iris, "sepal_width", "sepal_length")
  
  # You can override if needed the default values
  Tucan.scatter(:iris, "sepal_width", "sepal_length", width: 400, height: 200)

• Add Tucan.Axes.set_labels_angle/3 for rotating axes labels.

• Add Tucan.Axes.set_labels_enabled/3 for disabling axes labels.

Changed

• Tucan.Export now uses VegaLite.Convert through the :vega_lite_convert package.

v0.4.1 (2024-10-31)

Fixed

• Properly handle :zoomable option in Tucan.Finance.candlestick/7 and other multi-layer plots.
• Remove :zoomable option from plots with non quantitative scales since this is not supported by vega-lite.

v0.4.0 (2024-10-21)

Added

Plots

• Add Tucan.range_bar/4 plot

  data = [
    %{category: "A", min: 28, max: 55},
    %{category: "B", min: 43, max: 91},
    %{category: "C", min: 13, max: 61}
  ]
  
  Tucan.range_bar(data, "category", "min", "max", fill_color: "red")

  {"$schema":"https://vega.github.io/schema/vega-lite/v5.json","__tucan__":{"types":{"category":"nominal","max":"quantitative","min":"quantitative"}},"data":{"values":[{"category":"A","max":55,"min":28},{"category":"B","max":91,"min":43},{"category":"C","max":61,"min":13}]},"encoding":{"x":{"field":"min","type":"quantitative"},"x2":{"field":"max","type":"quantitative"},"y":{"axis":{"labelAngle":0},"field":"category","type":"nominal"}},"mark":{"color":"red","fillOpacity":1,"type":"bar"}}

• Add Tucan.Finance.candlestick/7 specialized plot

  Tucan.Finance.candlestick(:ohlc, "date", "open", "high", "low", "close",
    width: 400,
    tooltip: true,
    fill_opacity: 0.5
  )

  {"$schema":"https://vega.github.io/schema/vega-lite/v5.json","data":{"url":"https://vega.github.io/editor/data/ohlc.json"},"layer":[{"encoding":{"x":{"field":"date","type":"temporal"},"y":{"field":"low","scale":{"zero":false},"type":"quantitative"},"y2":{"field":"high","type":"quantitative"}},"mark":{"fillOpacity":0.5,"tooltip":true,"type":"rule"}},{"encoding":{"color":{"condition":{"test":"datum.open < datum.close","value":"#06982d"},"value":"#ae1325"},"x":{"field":"date","type":"temporal"},"y":{"field":"open","scale":{"zero":false},"type":"quantitative"},"y2":{"field":"close","type":"quantitative"}},"mark":{"fillOpacity":0.5,"tooltip":true,"type":"bar"}}],"width":400}

• Add Tucan.Geometry.ellipse/5

  Tucan.layers([
    Tucan.Geometry.ellipse({0, 0}, 5, 3, 0, line_color: "green"),
    Tucan.Geometry.ellipse({2, 2}, 4, 1, 40, line_color: "red")
  ])
  |> Tucan.Scale.set_xy_domain(-7, 7)

  {"$schema":"https://vega.github.io/schema/vega-lite/v5.json","layer":[{"data":{"sequence":{"as":"theta","start":0,"step":1,"stop":361}},"encoding":{"order":{"field":"theta"},"x":{"field":"x","scale":{"domain":[-7,7]},"type":"quantitative"},"y":{"field":"y","scale":{"domain":[-7,7]},"type":"quantitative"}},"mark":{"color":"green","fillOpacity":1,"strokeOpacity":1,"strokeWidth":1,"type":"line"},"transform":[{"as":"x","calculate":"0 + cos(datum.theta*PI/180) * cos(0*PI/180) * 5 -sin(datum.theta*PI/180) * sin(0*PI/180) * 3"},{"as":"y","calculate":"0 + cos(datum.theta*PI/180) * sin(0*PI/180) * 5 +sin(datum.theta*PI/180) * cos(0*PI/180) * 3"}]},{"data":{"sequence":{"as":"theta","start":0,"step":1,"stop":361}},"encoding":{"order":{"field":"theta"},"x":{"field":"x","scale":{"domain":[-7,7]},"type":"quantitative"},"y":{"field":"y","scale":{"domain":[-7,7]},"type":"quantitative"}},"mark":{"color":"red","fillOpacity":1,"strokeOpacity":1,"strokeWidth":1,"type":"line"},"transform":[{"as":"x","calculate":"2 + cos(datum.theta*PI/180) * cos(40*PI/180) * 4 -sin(datum.theta*PI/180) * sin(40*PI/180) * 1"},{"as":"y","calculate":"2 + cos(datum.theta*PI/180) * sin(40*PI/180) * 4 +sin(datum.theta*PI/180) * cos(40*PI/180) * 1"}]}]}

Other

• Support zoom and pan with mouse in all plots. You can use your mouse to zoom and pan most plots if :zoomable option is set to true. You can also reset the view with a double click.

  Tucan.scatter(:iris, "petal_width", "petal_length", zoomable: true)

  {"$schema":"https://vega.github.io/schema/vega-lite/v5.json","data":{"url":"https://gist.githubusercontent.com/curran/a08a1080b88344b0c8a7/raw/0e7a9b0a5d22642a06d3d5b9bcbad9890c8ee534/iris.csv"},"encoding":{"x":{"field":"petal_width","scale":{"zero":false},"type":"quantitative"},"y":{"field":"petal_length","scale":{"zero":false},"type":"quantitative"}},"mark":{"fillOpacity":1,"type":"point"},"params":[{"bind":"scales","name":"_grid","select":"interval"}]}

• Add Tucan.Export wrapper around VegaLite.Export

• Add Tucan.Axes.set_color/2, Tucan.Axes.set_color/3 helpers.

• Add Tucan.Axes.set_title_color/3 helpers.

• Add Tucan.Grid.set_color/2 helper.

• Add Tucan.Scale.set_clamp/3.

• Support setting :container to width and height.

Fixed

• Do not flip custom encoding options if :orient flag is set.

• Tucan.ruler/4, Tucan.hruler/3 and Tucan.vruler/3 can now be used independently:

  Tucan.layers([
    Tucan.hruler(Tucan.new(), 10),
    Tucan.hruler(Tucan.new(), 15, stroke_width: 2),
    Tucan.vruler(Tucan.new(), 1),
    Tucan.vruler(Tucan.new(), 4.3, line_color: "red")
  ])

  {"$schema":"https://vega.github.io/schema/vega-lite/v5.json","layer":[{"data":{"values":[{}]},"encoding":{"y":{"datum":10}},"mark":{"color":"black","strokeWidth":1,"type":"rule"}},{"data":{"values":[{}]},"encoding":{"y":{"datum":15}},"mark":{"color":"black","strokeWidth":2,"type":"rule"}},{"data":{"values":[{}]},"encoding":{"x":{"datum":1}},"mark":{"color":"black","strokeWidth":1,"type":"rule"}},{"data":{"values":[{}]},"encoding":{"x":{"datum":4.3}},"mark":{"color":"red","strokeWidth":1,"type":"rule"}}]}

Removed

• Remove Tucan.circle/4

v0.3.1 (2024-01-20)

Added plot options

• Support :fill_color and :corner_radius in Tucan.bar/4
• Support :fill_color and :corner_radius in Tucan.histogram/3
• Support :fill_color, :point_color and :line_color in Tucan.area/4

v0.3.0 (2024-01-03)

Added

• Nx support, you can pass directly tensors as data series.

  x = Nx.linspace(-20, 20, n: 200)
  y = Nx.pow(x, 2)
  
  Tucan.lineplot([x: x, y: y], "x", "y", width: 400)

  {"$schema":"https://vega.github.io/schema/vega-lite/v5.json","__tucan__":{"types":{"x":"quantitative","y":"quantitative"}},"data":{"values":[{"x":-20.0,"y":400.0},{"x":-19.798994064331055,"y":392.0001525878906},{"x":-19.597990036010742,"y":384.0812072753906},{"x":-19.396984100341797,"y":376.24298095703125},{"x":-19.195980072021484,"y":368.48565673828125},{"x":-18.99497413635254,"y":360.8090515136719},{"x":-18.793970108032227,"y":353.21331787109375},{"x":-18.59296417236328,"y":345.69830322265625},{"x":-18.39196014404297,"y":338.2641906738281},{"x":-18.190954208374023,"y":330.91082763671875},{"x":-17.98995018005371,"y":323.6383056640625},{"x":-17.788944244384766,"y":316.446533203125},{"x":-17.587940216064453,"y":309.33563232421875},{"x":-17.386934280395508,"y":302.30548095703125},{"x":-17.185930252075195,"y":295.356201171875},{"x":-16.98492431640625,"y":288.4876403808594},{"x":-16.783920288085938,"y":281.6999816894531},{"x":-16.582914352416992,"y":274.9930419921875},{"x":-16.38191032409668,"y":268.3669738769531},{"x":-16.180904388427734,"y":261.8216552734375},{"x":-15.979899406433105,"y":255.357177734375},{"x":-15.778894424438477,"y":248.9735107421875},{"x":-15.577889442443848,"y":242.67063903808594},{"x":-15.376884460449219,"y":236.44857788085938},{"x":-15.17587947845459,"y":230.30731201171875},{"x":-14.974874496459961,"y":224.2468719482422},{"x":-14.773869514465332,"y":218.26722717285156},{"x":-14.572864532470703,"y":212.36837768554688},{"x":-14.371858596801758,"y":206.55032348632812},{"x":-14.170854568481445,"y":200.81312561035156},{"x":-13.9698486328125,"y":195.15667724609375},{"x":-13.768844604492188,"y":189.58108520507812},{"x":-13.567838668823242,"y":184.08624267578125},{"x":-13.36683464050293,"y":178.67227172851562},{"x":-13.165828704833984,"y":173.33905029296875},{"x":-12.964824676513672,"y":168.08668518066406},{"x":-12.763818740844727,"y":162.91506958007812},{"x":-12.562814712524414,"y":157.82431030273438},{"x":-12.361808776855469,"y":152.81431579589844},{"x":-12.16080379486084,"y":147.88514709472656},{"x":-11.959798812866211,"y":143.0367889404297},{"x":-11.758793830871582,"y":138.26922607421875},{"x":-11.557788848876953,"y":133.58248901367188},{"x":-11.356783866882324,"y":128.97654724121094},{"x":-11.155778884887695,"y":124.45140075683594},{"x":-10.954773902893066,"y":120.00707244873047},{"x":-10.753768920898438,"y":115.64354705810547},{"x":-10.552763938903809,"y":111.36082458496094},{"x":-10.35175895690918,"y":107.1589126586914},{"x":-10.15075397491455,"y":103.03780364990234},{"x":-9.949748992919922,"y":98.99750518798828},{"x":-9.748744010925293,"y":95.03800964355469},{"x":-9.547739028930664,"y":91.15931701660156},{"x":-9.346734046936035,"y":87.36143493652344},{"x":-9.14572811126709,"y":83.64434051513672},{"x":-8.944723129272461,"y":80.00807189941406},{"x":-8.743718147277832,"y":76.45260620117188},{"x":-8.542713165283203,"y":72.97795104980469},{"x":-8.341708183288574,"y":69.58409881591797},{"x":-8.140703201293945,"y":66.27104949951172},{"x":-7.939698219299316,"y":63.0388069152832},{"x":-7.7386932373046875,"y":59.88737487792969},{"x":-7.537688255310059,"y":56.81674575805664},{"x":-7.33668327331543,"y":53.82691955566406},{"x":-7.135678291320801,"y":50.917903900146484},{"x":-6.934673309326172,"y":48.08969497680664},{"x":-6.733668327331543,"y":45.342288970947266},{"x":-6.532663345336914,"y":42.675689697265625},{"x":-6.331658363342285,"y":40.08989715576172},{"x":-6.130653381347656,"y":37.58491134643555},{"x":-5.929648399353027,"y":35.160728454589844},{"x":-5.728643417358398,"y":32.81735610961914},{"x":-5.5276384353637695,"y":30.554786682128906},{"x":-5.326633453369141,"y":28.373023986816406},{"x":-5.125628471374512,"y":26.27206802368164},{"x":-4.924622535705566,"y":24.251907348632812},{"x":-4.7236175537109375,"y":22.312562942504883},{"x":-4.522612571716309,"y":20.454025268554688},{"x":-4.32160758972168,"y":18.676292419433594},{"x":-4.120602607727051,"y":16.979366302490234},{"x":-3.919597625732422,"y":15.363245964050293},{"x":-3.7185935974121094,"y":13.827938079833984},{"x":-3.517587661743164,"y":12.373422622680664},{"x":-3.3165836334228516,"y":10.999727249145508},{"x":-3.1155776977539062,"y":9.70682430267334},{"x":-2.9145736694335938,"y":8.494739532470703},{"x":-2.7135677337646484,"y":7.363450050354004},{"x":-2.512561798095703,"y":6.312966823577881},{"x":-2.3115577697753906,"y":5.343299388885498},{"x":-2.1105518341064453,"y":4.4544291496276855},{"x":-1.9095478057861328,"y":3.6463727951049805},{"x":-1.7085418701171875,"y":2.9191153049468994},{"x":-1.507537841796875,"y":2.272670269012451},{"x":-1.3065319061279297,"y":1.7070256471633911},{"x":-1.1055278778076172,"y":1.2221919298171997},{"x":-0.9045219421386719,"y":0.8181599378585815},{"x":-0.7035179138183594,"y":0.4949374496936798},{"x":-0.5025119781494141,"y":0.25251829624176025},{"x":-0.30150794982910156,"y":0.09090704470872879},{"x":-0.10050201416015625,"y":0.010100655257701874},{"x":0.10050201416015625,"y":0.010100655257701874},{"x":0.3015079498291015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• Add Tucan.imshow/2 for rendering pseudo-color images

  image = Nx.tensor([[1, 2, 3, 4], [5, 6, 7, 8], [9, 10, 11, 12]], type: {:f, 32})
  
  Tucan.imshow(image, show_scale: true, width: 200, height: 150)

  {"$schema":"https://vega.github.io/schema/vega-lite/v5.json","data":{"values":[{"v":1.0,"x":0,"y":0},{"v":2.0,"x":1,"y":0},{"v":3.0,"x":2,"y":0},{"v":4.0,"x":3,"y":0},{"v":5.0,"x":0,"y":1},{"v":6.0,"x":1,"y":1},{"v":7.0,"x":2,"y":1},{"v":8.0,"x":3,"y":1},{"v":9.0,"x":0,"y":2},{"v":10.0,"x":1,"y":2},{"v":11.0,"x":2,"y":2},{"v":12.0,"x":3,"y":2}]},"encoding":{"color":{"field":"v","legend":{"title":null},"scale":{"reverse":false,"scheme":"viridis"},"type":"quantitative"},"x":{"axis":null,"field":"x","type":"ordinal"},"y":{"axis":null,"field":"y","type":"ordinal"}},"height":150,"mark":"rect","width":200}

• Add Tucan.errorbar/3 plot

  Tucan.errorbar(:barley, "yield", group_by: "variety", points: true, ticks: true)
  |> Tucan.color_by("variety")

  {"$schema":"https://vega.github.io/schema/vega-lite/v5.json","__tucan__":{"multilayer":true},"data":{"url":"https://vega.github.io/editor/data/barley.json"},"encoding":{"color":{"field":"variety"}},"layer":[{"encoding":{"x":{"field":"yield","scale":{"zero":false},"type":"quantitative"},"y":{"field":"variety","type":"nominal"}},"mark":{"extent":"stderr","fillOpacity":1,"ticks":true,"type":"errorbar"}},{"encoding":{"x":{"aggregate":"mean","field":"yield","type":"quantitative"},"y":{"field":"variety","type":"nominal"}},"mark":{"filled":true,"type":"point"}}]}

• Add Tucan.errorband/4 plot

  Tucan.errorband(:cars, "Year", "Miles_per_Gallon",
    extent: :ci,
    fill_color: "black",
    borders: true,
    x: [time_unit: "year", type: :temporal]
  )

  {"$schema":"https://vega.github.io/schema/vega-lite/v5.json","data":{"url":"https://vega.github.io/editor/data/cars.json"},"encoding":{"x":{"field":"Year","scale":{"zero":false},"timeUnit":"year","type":"temporal"},"y":{"field":"Miles_per_Gallon","scale":{"zero":false},"type":"quantitative"}},"mark":{"borders":[],"color":"black","extent":"ci","fillOpacity":1,"type":"errorband"}}

• Add Tucan.lollipop/4 plot

  data = [
    category: ["A", "B", "C", "D"],
    value: [90, 72, 81, 50, 64]
  ]
  
  Tucan.lollipop(data, "category", "value",
    orient: :horizontal,
    point_color: "red",
    width: 300
  )
  |> Tucan.Scale.set_x_domain(30, 100)

  {"$schema":"https://vega.github.io/schema/vega-lite/v5.json","__tucan__":{"multilayer":true,"types":{"category":"nominal","value":"quantitative"}},"data":{"values":[{"category":"A","value":90},{"category":"B","value":72},{"category":"C","value":81},{"category":"D","value":50}]},"layer":[{"encoding":{"x":{"field":"value","scale":{"domain":[30,100]},"type":"quantitative"},"y":{"axis":{"labelAngle":0},"field":"category","type":"nominal"}},"mark":{"color":"black","type":"rule"}},{"encoding":{"x":{"field":"value","scale":{"domain":[30,100]},"type":"quantitative"},"y":{"axis":{"labelAngle":0},"field":"category","type":"nominal"}},"mark":{"color":"red","filled":true,"opacity":1,"size":60,"type":"point"}}],"width":300}

• Add Tucan.Geometry.polyline/2 and Tucan.Geometry.rectangle/3

  Tucan.layers([
    Tucan.Geometry.rectangle({-2, 10}, {7, -3}, line_color: "green"),
    Tucan.Geometry.rectangle({-3.5, 0.1}, {8.1, -4.2},
      fill_color: "pink",
      fill_opacity: 0.3
    ),
    Tucan.Geometry.polyline([{1, 1}, {2, 7}, {5, 3}],
      closed: true,
      fill_color: "green",
      fill_opacity: 0.3
    )
  ])
  |> Tucan.Scale.set_xy_domain(-5, 11)

  {"$schema":"https://vega.github.io/schema/vega-lite/v5.json","layer":[{"data":{"values":[{"order":0,"x":-2,"y":-3},{"order":1,"x":-2,"y":10},{"order":2,"x":7,"y":10},{"order":3,"x":7,"y":-3},{"order":4,"x":-2,"y":-3}]},"encoding":{"order":{"field":"order"},"x":{"field":"x","scale":{"domain":[-5,11]},"type":"quantitative"},"y":{"field":"y","scale":{"domain":[-5,11]},"type":"quantitative"}},"mark":{"color":"green","fillOpacity":1,"strokeOpacity":1,"strokeWidth":1,"type":"line"}},{"data":{"values":[{"order":0,"x":-3.5,"y":-4.2},{"order":1,"x":-3.5,"y":0.1},{"order":2,"x":8.1,"y":0.1},{"order":3,"x":8.1,"y":-4.2},{"order":4,"x":-3.5,"y":-4.2}]},"encoding":{"order":{"field":"order"},"x":{"field":"x","scale":{"domain":[-5,11]},"type":"quantitative"},"y":{"field":"y","scale":{"domain":[-5,11]},"type":"quantitative"}},"mark":{"fill":"pink","fillOpacity":0.3,"strokeOpacity":1,"strokeWidth":1,"type":"line"}},{"data":{"values":[{"order":0,"x":1,"y":1},{"order":1,"x":2,"y":7},{"order":2,"x":5,"y":3},{"order":3,"x":1,"y":1}]},"encoding":{"order":{"field":"order"},"x":{"field":"x","scale":{"domain":[-5,11]},"type":"quantitative"},"y":{"field":"y","scale":{"domain":[-5,11]},"type":"quantitative"}},"mark":{"fill":"green","fillOpacity":0.3,"strokeOpacity":1,"strokeWidth":1,"type":"line"}}]}

• Support setting plot's background color through Tucan.View.set_background/2

• Support setting view's background color through Tucan.View.set_view_background/2

• Add Tucan.Axes.set_offset/3

• Add Tucan.Legend.set_offset/3

• Support setting axes orientation with Tucan.Axes.set_orientation/3

  Tucan.scatter(:iris, "petal_width", "petal_length")
  |> Tucan.Axes.set_orientation(:y, :right)

  {"$schema":"https://vega.github.io/schema/vega-lite/v5.json","data":{"url":"https://gist.githubusercontent.com/curran/a08a1080b88344b0c8a7/raw/0e7a9b0a5d22642a06d3d5b9bcbad9890c8ee534/iris.csv"},"encoding":{"x":{"field":"petal_width","scale":{"zero":false},"type":"quantitative"},"y":{"axis":{"orient":"right"},"field":"petal_length","scale":{"zero":false},"type":"quantitative"}},"mark":{"fillOpacity":1,"type":"point"}}

• Add Tucan.Scale.set_scale/4 and enable passing scale options.

• Add Tucan.href_by/2.

Added plot options

• Support :point_shape, :point_size and :point_color in Tucan.stripplot/3.
• Support uniform jittering through :jitter_mode in Tucan.Stripplot/3.
• Support stacked mode in Tucan.density/3.

Changed

• Flipped :orient semantics for Tucan.bar/4
• Rename :group option to :group_by in Tucan.stripplot/3 for consistency.
• Rename :groupby option to :group_by in Tucan.density/3 for consistency.
• Rename :area_color option to :fill_color in Tucan.density/3 for consistency.

Deprecated

• Deprecate Tucan.circle/4 in favour of Tucan.Geometry.circle/3

v0.2.1 (2023-10-17)

Added

• Support conditional text color in heatmaps using the :text_color option.

  Tucan.heatmap(:glue, "Task", "Model", "Score",
    annotate: true,
    text: [format: ".1f"],
    text_color: [{nil, 40, "black"}, {40, 80, "white"}, {60, nil, "yellow"}]
  )
  |> Tucan.set_size(250, 250)

  {"$schema":"https://vega.github.io/schema/vega-lite/v5.json","__tucan__":{"multilayer":true},"data":{"url":"https://raw.githubusercontent.com/mwaskom/seaborn-data/master/glue.csv"},"height":250,"layer":[{"encoding":{"color":{"aggregate":"mean","field":"Score","type":"quantitative"},"x":{"field":"Task","type":"nominal"},"y":{"field":"Model","type":"nominal"}},"mark":{"fillOpacity":1,"type":"rect"}},{"encoding":{"color":{"aggregate":"mean","condition":[{"test":"datum['mean_Score'] < 40","value":"black"},{"test":"datum['mean_Score'] >= 40 && datum['mean_Score'] < 80","value":"white"},{"test":"datum['mean_Score'] >= 60","value":"yellow"},{"test":"true","value":"black"}],"field":"Score","type":"quantitative"},"text":{"aggregate":"mean","field":"Score","format":".1f","type":"quantitative"},"x":{"field":"Task","type":"nominal"},"y":{"field":"Model","type":"nominal"}},"mark":"text"}],"width":250}

• Add Tucan.annotate/5 auxiliary plot for adding text to a plot

  Tucan.new()
  |> Tucan.annotate(10, 10, "Hello", color: :red, font_size: 20)
  |> Tucan.annotate(15, 12, "world...", color: :green, font_weight: :bold)
  |> Tucan.Scale.set_xy_domain(8, 17)

  {"$schema":"https://vega.github.io/schema/vega-lite/v5.json","layer":[{"data":{"values":[{}]},"encoding":{"x":{"datum":10,"scale":{"domain":[8,17]},"type":"quantitative"},"y":{"datum":10,"scale":{"domain":[8,17]},"type":"quantitative"}},"mark":{"color":"red","fontSize":20,"text":"Hello","type":"text"}},{"data":{"values":[{}]},"encoding":{"x":{"datum":15,"scale":{"domain":[8,17]},"type":"quantitative"},"y":{"datum":12,"scale":{"domain":[8,17]},"type":"quantitative"}},"mark":{"color":"green","fontWeight":"bold","text":"world...","type":"text"}}]}

• Add Tucan.Layers with helper layers related functions.

• Add Tucan.background_image/2 helper function.

• Add Tucan.circle/4 helper function

• Add Tucan.Scale.set_xy_domain/3

• Support setting multi-line string in Tucan.set_title/3

Added plot options

• Support :only in all plots. Using :only you can select only a subset of the input dataset for the current plot.
• Support :point_color in Tucan.lineplot/4
• Support :area_color and :filled in density plot
• Support :stroke_dash in Tucan.ruler/4, Tucan.hruler/3 and Tucan.vruler/3
• Support :stroke_dash in Tucan.lineplot/4

v0.2.0 (2023-09-23)

Added

• Add Tucan.jointplot/4 composite plot.

  Tucan.jointplot(
    :penguins,
    "Beak Length (mm)",
    "Beak Depth (mm)",
    marginal: :density,
    color_by: "Species",
    marginal_opts: [fill_opacity: 0.5]
  )

  {"$schema":"https://vega.github.io/schema/vega-lite/v5.json","bounds":"flush","data":{"url":"https://raw.githubusercontent.com/vega/vega-datasets/next/data/penguins.json"},"spacing":15,"vconcat":[{"encoding":{"color":{"field":"Species"},"x":{"axis":null,"field":"value","scale":{"zero":false},"type":"quantitative"},"y":{"field":"density","stack":null,"type":"quantitative"}},"height":90,"mark":{"fillOpacity":0.5,"orient":"vertical","type":"area"},"transform":[{"as":"Beak Length (mm)","calculate":"toNumber(datum[\"Beak Length (mm)\"])"},{"counts":false,"cumulative":false,"density":"Beak Length (mm)","groupby":["Species"],"maxsteps":200,"minsteps":25}]},{"bounds":"flush","hconcat":[{"encoding":{"color":{"field":"Species","type":"nominal"},"x":{"field":"Beak Length (mm)","scale":{"zero":false},"type":"quantitative"},"y":{"field":"Beak Depth (mm)","scale":{"zero":false},"type":"quantitative"}},"height":200,"mark":{"fillOpacity":1,"type":"point"},"width":200},{"encoding":{"color":{"field":"Species"},"x":{"field":"density","stack":null,"type":"quantitative"},"y":{"axis":null,"field":"value","scale":{"zero":false},"type":"quantitative"}},"mark":{"fillOpacity":0.5,"orient":"horizontal","type":"area"},"transform":[{"as":"Beak Depth (mm)","calculate":"toNumber(datum[\"Beak Depth (mm)\"])"},{"counts":false,"cumulative":false,"density":"Beak Depth (mm)","groupby":["Species"],"maxsteps":200,"minsteps":25}],"width":90}],"spacing":15}]}

• Add Tucan.punchcard/5 plot. This is similar to heatmap but the third dimension is encoded by size instead of color.

  Tucan.punchcard(:glue, "Task", "Model", "Score")
  |> Tucan.color_by("Score", recursive: true, type: :quantitative)
  |> Tucan.set_size(250, 250)

  {"$schema":"https://vega.github.io/schema/vega-lite/v5.json","__tucan__":{"multilayer":true},"data":{"url":"https://raw.githubusercontent.com/mwaskom/seaborn-data/master/glue.csv"},"height":250,"layer":[{"encoding":{"color":{"field":"Score","type":"quantitative"},"size":{"aggregate":"mean","field":"Score","type":"quantitative"},"x":{"field":"Task","type":"nominal"},"y":{"field":"Model","type":"nominal"}},"mark":{"fillOpacity":1,"type":"circle"}}],"width":250}

• Add Tucan.heatmap/5 plot.

  Tucan.heatmap(:glue, "Task", "Model", "Score", annotate: true, text: [format: ".1f"])
  |> Tucan.set_size(250, 250)

  {"$schema":"https://vega.github.io/schema/vega-lite/v5.json","__tucan__":{"multilayer":true},"data":{"url":"https://raw.githubusercontent.com/mwaskom/seaborn-data/master/glue.csv"},"height":250,"layer":[{"encoding":{"color":{"aggregate":"mean","field":"Score","type":"quantitative"},"x":{"field":"Task","type":"nominal"},"y":{"field":"Model","type":"nominal"}},"mark":{"fillOpacity":1,"type":"rect"}},{"encoding":{"text":{"aggregate":"mean","field":"Score","format":".1f","type":"quantitative"},"x":{"field":"Task","type":"nominal"},"y":{"field":"Model","type":"nominal"}},"mark":"text"}],"width":250}

• Add Tucan.hruler/2, Tucan.vruler/2 and Tucan.ruler/4 helpers.

  Tucan.scatter(:iris, "petal_width", "petal_length", width: 300)
  |> Tucan.hruler(3, line_color: "green")
  |> Tucan.vruler("petal_width", color_by: "species", stroke_width: 3)
  |> Tucan.hruler("petal_length", color_by: "species")

  {"$schema":"https://vega.github.io/schema/vega-lite/v5.json","data":{"url":"https://gist.githubusercontent.com/curran/a08a1080b88344b0c8a7/raw/0e7a9b0a5d22642a06d3d5b9bcbad9890c8ee534/iris.csv"},"layer":[{"encoding":{"x":{"field":"petal_width","scale":{"zero":false},"type":"quantitative"},"y":{"field":"petal_length","scale":{"zero":false},"type":"quantitative"}},"mark":{"fillOpacity":1,"type":"point"}},{"data":{"values":[{}]},"encoding":{"y":{"datum":3}},"mark":{"color":"green","strokeWidth":1,"type":"rule"}},{"encoding":{"color":{"field":"species"},"x":{"aggregate":"mean","field":"petal_width","type":"quantitative"}},"mark":{"color":"black","strokeWidth":3,"type":"rule"}},{"encoding":{"color":{"field":"species"},"y":{"aggregate":"mean","field":"petal_length","type":"quantitative"}},"mark":{"color":"black","strokeWidth":1,"type":"rule"}}],"width":300}

• Add Tucan.Legend module for customizing legend properties.

• Add Tucan.Scale helper module with helper functions for working with scales, like Tucan.Scale.set_color_scheme/3.

• Add Tucan.set_size/3 helper for setting both width and height at once.

• Add Tucan.Axes.set_xy_titles/3 for setting axes titles at once.

• Port more themes from vega-themes, check Tucan.Themes for all available themes.

• Add Tucan.layers/2 helper

  Tucan.layers([
    Tucan.scatter(:iris, "petal_width", "petal_length", point_color: "red"),
    Tucan.scatter(:iris, "sepal_width", "sepal_length", point_color: "green")
  ])

  {"$schema":"https://vega.github.io/schema/vega-lite/v5.json","layer":[{"data":{"url":"https://gist.githubusercontent.com/curran/a08a1080b88344b0c8a7/raw/0e7a9b0a5d22642a06d3d5b9bcbad9890c8ee534/iris.csv"},"encoding":{"x":{"field":"petal_width","scale":{"zero":false},"type":"quantitative"},"y":{"field":"petal_length","scale":{"zero":false},"type":"quantitative"}},"mark":{"color":"red","fillOpacity":1,"type":"point"}},{"data":{"url":"https://gist.githubusercontent.com/curran/a08a1080b88344b0c8a7/raw/0e7a9b0a5d22642a06d3d5b9bcbad9890c8ee534/iris.csv"},"encoding":{"x":{"field":"sepal_width","scale":{"zero":false},"type":"quantitative"},"y":{"field":"sepal_length","scale":{"zero":false},"type":"quantitative"}},"mark":{"color":"green","fillOpacity":1,"type":"point"}}]}

Added plots options

• Support :filled option in Tucan.scatter/4
• Support :wrapped mode in Tucan.facet_by/4
• Support :color_by option in Tucan.stripplot/3
• Support :line_color option in Tucan.lineplot/4
• Support :point_color, :point_shape and :point_size in Tucan.scatter/4

Fixed

• Support setting :orient in Tucan.density/3.
• Make size encodings quantitative by default.

Deprecated

• Made Tucan.VegaLiteUtils private.
• Tucan.Axes.put_axis_options is renamed to Tucan.Axes.put_options/3
• Rename :groupby to :group_by in Tucan.boxplot/3 options.

v0.1.1 (2023-08-29)

Added

• Add concat/2, hconcat/2 and vconcat/2 helper concatenation functions.

v0.1.0 (2023-08-28)

Initial release.