Last active
April 7, 2021 16:54
-
-
Save xverges/f7ed509b29342059b29cb03f24c03239 to your computer and use it in GitHub Desktop.
Vega Vertical Violin Plot
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| { | |
| "$schema": "https://vega.github.io/schema/vega/v5.json", | |
| "description": "A violin plot example showing distributions for pengiun body mass.", | |
| "height": 400, | |
| "padding": 5, | |
| "config": { | |
| "axisBand": { | |
| "bandPosition": 1, | |
| "tickExtra": true, | |
| "tickOffset": 0 | |
| } | |
| }, | |
| "signals": [ | |
| { | |
| "name": "plotWidth", | |
| "value": 100 | |
| }, | |
| { | |
| "name": "width", | |
| "update": "(plotWidth + 10) * 3" | |
| }, | |
| { | |
| "name": "trim", | |
| "value": false, | |
| "bind": { | |
| "input": "checkbox" | |
| } | |
| }, | |
| { | |
| "name": "bandwidth", | |
| "value": 0, | |
| "bind": { | |
| "input": "range", | |
| "min": 0, | |
| "max": 200, | |
| "step": 1 | |
| } | |
| } | |
| ], | |
| "data": [ | |
| { | |
| "name": "density", | |
| "values": [ | |
| { | |
| "value": 2850, | |
| "density": 0.0002003060091018729 | |
| }, | |
| { | |
| "value": 2927, | |
| "density": 0.00027738799539219427 | |
| }, | |
| { | |
| "value": 3004, | |
| "density": 0.0003575734196341432 | |
| }, | |
| { | |
| "value": 3081, | |
| "density": 0.00043809546236366905 | |
| }, | |
| { | |
| "value": 3158, | |
| "density": 0.0005181683517365764 | |
| }, | |
| { | |
| "value": 3235, | |
| "density": 0.000596382505269132 | |
| }, | |
| { | |
| "value": 3312, | |
| "density": 0.0006682439693157432 | |
| }, | |
| { | |
| "value": 3389, | |
| "density": 0.0007262881276328334 | |
| }, | |
| { | |
| "value": 3466, | |
| "density": 0.0007637649669409242 | |
| }, | |
| { | |
| "value": 3543, | |
| "density": 0.0007792299398584311 | |
| }, | |
| { | |
| "value": 3620, | |
| "density": 0.0007770121047160155 | |
| }, | |
| { | |
| "value": 3697, | |
| "density": 0.0007622423196332618 | |
| }, | |
| { | |
| "value": 3774, | |
| "density": 0.0007357996208426459 | |
| }, | |
| { | |
| "value": 3851, | |
| "density": 0.0006951533761433165 | |
| }, | |
| { | |
| "value": 3928, | |
| "density": 0.0006401661353984976 | |
| }, | |
| { | |
| "value": 4005, | |
| "density": 0.0005771015073096618 | |
| }, | |
| { | |
| "value": 4082, | |
| "density": 0.0005159470243049639 | |
| }, | |
| { | |
| "value": 4159, | |
| "density": 0.0004632835782433325 | |
| }, | |
| { | |
| "value": 4236, | |
| "density": 0.00041790582326110533 | |
| }, | |
| { | |
| "value": 4313, | |
| "density": 0.00037372055361244947 | |
| }, | |
| { | |
| "value": 4390, | |
| "density": 0.0003265587413568889 | |
| }, | |
| { | |
| "value": 4467, | |
| "density": 0.0002775822234113885 | |
| }, | |
| { | |
| "value": 4544, | |
| "density": 0.00023056666271721515 | |
| }, | |
| { | |
| "value": 4621, | |
| "density": 0.00018735168862749085 | |
| }, | |
| { | |
| "value": 4698, | |
| "density": 0.00014684527120538605 | |
| }, | |
| { | |
| "value": 4775, | |
| "density": 0.00010791624833637362 | |
| } | |
| ] | |
| } | |
| ], | |
| "scales": [ | |
| { | |
| "name": "yscale", | |
| "type": "linear", | |
| "range": "height", | |
| "round": true, | |
| "domain": { | |
| "data": "density", | |
| "field": "value" | |
| }, | |
| "domainMin": 2000, | |
| "zero": false, | |
| "nice": true | |
| }, | |
| { | |
| "name": "xscale", | |
| "type": "linear", | |
| "range": [ | |
| 0, | |
| { | |
| "signal": "plotWidth" | |
| } | |
| ], | |
| "domain": { | |
| "data": "density", | |
| "field": "density" | |
| } | |
| } | |
| ], | |
| "axes": [ | |
| { | |
| "orient": "left", | |
| "scale": "yscale", | |
| "zindex": 1 | |
| }, | |
| { | |
| "orient": "bottom", | |
| "scale": "xscale", | |
| "zindex": 1 | |
| } | |
| ], | |
| "marks": [ | |
| { | |
| "type": "area", | |
| "orient": "horizontal", | |
| "defined": true, | |
| "opacity": 1, | |
| "fillOpacity": 1, | |
| "from": { | |
| "data": "density" | |
| }, | |
| "encode": { | |
| "enter": { | |
| "orient": { | |
| "value": "horizontal" | |
| }, | |
| "fill": { | |
| "value": "steelblue" | |
| } | |
| }, | |
| "update": { | |
| "y": { | |
| "scale": "yscale", | |
| "field": "value" | |
| }, | |
| "x": { | |
| "value": 0 | |
| }, | |
| "x2": { | |
| "scale": "xscale", | |
| "field": "density" | |
| } | |
| } | |
| } | |
| }, | |
| { | |
| "type": "symbol", | |
| "from": { | |
| "data": "density" | |
| }, | |
| "encode": { | |
| "update": { | |
| "x": { | |
| "scale": "xscale", | |
| "field": "density" | |
| }, | |
| "y": { | |
| "scale": "yscale", | |
| "field": "value" | |
| }, | |
| "shape": { | |
| "value": "circle" | |
| }, | |
| "strokeWidth": { | |
| "value": 2 | |
| }, | |
| "opacity": { | |
| "value": 1 | |
| }, | |
| "stroke": { | |
| "value": "red" | |
| }, | |
| "fill": { | |
| "value": "transparent" | |
| } | |
| } | |
| } | |
| } | |
| ] | |
| } |
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| { | |
| "$schema": "https://vega.github.io/schema/vega/v5.json", | |
| "description": "A violin plot example showing distributions for pengiun body mass.", | |
| "height": 400, | |
| "padding": 5, | |
| "config": { | |
| "axisBand": { | |
| "bandPosition": 1, | |
| "tickExtra": true, | |
| "tickOffset": 0 | |
| } | |
| }, | |
| "signals": [ | |
| { | |
| "name": "plotWidth", | |
| "value": 100 | |
| }, | |
| { | |
| "name": "width", | |
| "update": "(plotWidth + 10) * 3" | |
| }, | |
| { | |
| "name": "trim", | |
| "value": false, | |
| "bind": { | |
| "input": "checkbox" | |
| } | |
| }, | |
| { | |
| "name": "bandwidth", | |
| "value": 0, | |
| "bind": { | |
| "input": "range", | |
| "min": 0, | |
| "max": 200, | |
| "step": 1 | |
| } | |
| } | |
| ], | |
| "data": [ | |
| { | |
| "name": "penguins", | |
| "url": "data/penguins.json", | |
| "transform": [ | |
| { | |
| "type": "filter", | |
| "expr": "datum.Species != null && datum['Body Mass (g)'] != null" | |
| } | |
| ] | |
| }, | |
| { | |
| "name": "density", | |
| "source": "penguins", | |
| "transform": [ | |
| { | |
| "type": "kde", | |
| "field": "Body Mass (g)", | |
| "groupby": [ | |
| "Species" | |
| ], | |
| "bandwidth": { | |
| "signal": "bandwidth" | |
| }, | |
| "extent": { | |
| "signal": "trim ? null : [2000, 6500]" | |
| } | |
| } | |
| ] | |
| }, | |
| { | |
| "name": "stats", | |
| "source": "penguins", | |
| "transform": [ | |
| { | |
| "type": "aggregate", | |
| "groupby": [ | |
| "Species" | |
| ], | |
| "fields": [ | |
| "Body Mass (g)", | |
| "Body Mass (g)", | |
| "Body Mass (g)" | |
| ], | |
| "ops": [ | |
| "q1", | |
| "median", | |
| "q3" | |
| ], | |
| "as": [ | |
| "q1", | |
| "median", | |
| "q3" | |
| ] | |
| } | |
| ] | |
| } | |
| ], | |
| "scales": [ | |
| { | |
| "name": "layout", | |
| "type": "band", | |
| "range": "width", | |
| "domain": { | |
| "data": "penguins", | |
| "field": "Species" | |
| } | |
| }, | |
| { | |
| "name": "yscale", | |
| "type": "linear", | |
| "range": "height", | |
| "round": true, | |
| "domain": { | |
| "data": "penguins", | |
| "field": "Body Mass (g)" | |
| }, | |
| "domainMin": 2000, | |
| "zero": false, | |
| "nice": true | |
| }, | |
| { | |
| "name": "xscale", | |
| "type": "linear", | |
| "range": [ | |
| 0, | |
| { | |
| "signal": "plotWidth" | |
| } | |
| ], | |
| "domain": { | |
| "data": "density", | |
| "field": "density" | |
| } | |
| }, | |
| { | |
| "name": "color", | |
| "type": "ordinal", | |
| "domain": { | |
| "data": "penguins", | |
| "field": "Species" | |
| }, | |
| "range": "category" | |
| } | |
| ], | |
| "axes": [ | |
| { | |
| "orient": "left", | |
| "scale": "yscale", | |
| "zindex": 1 | |
| }, | |
| { | |
| "orient": "bottom", | |
| "scale": "layout", | |
| "tickCount": 5, | |
| "zindex": 1 | |
| } | |
| ], | |
| "marks": [ | |
| { | |
| "type": "group", | |
| "from": { | |
| "facet": { | |
| "data": "density", | |
| "name": "violin", | |
| "groupby": "Species" | |
| } | |
| }, | |
| "encode": { | |
| "enter": { | |
| "xc": { | |
| "scale": "layout", | |
| "field": "Species", | |
| "band": 0.5 | |
| }, | |
| "width": { | |
| "signal": "plotWidth" | |
| }, | |
| "height": { | |
| "signal": "height" | |
| } | |
| } | |
| }, | |
| "data": [ | |
| { | |
| "name": "summary", | |
| "source": "stats", | |
| "transform": [ | |
| { | |
| "type": "filter", | |
| "expr": "datum.Species === parent.Species" | |
| } | |
| ] | |
| } | |
| ], | |
| "marks": [ | |
| { | |
| "type": "area", | |
| "orient": "horizontal", | |
| "from": { | |
| "data": "violin" | |
| }, | |
| "encode": { | |
| "enter": { | |
| "orient": { | |
| "value": "horizontal" | |
| }, | |
| "fill": { | |
| "scale": "color", | |
| "field": { | |
| "parent": "Species" | |
| } | |
| } | |
| }, | |
| "update": { | |
| "y": { | |
| "scale": "yscale", | |
| "field": "value" | |
| }, | |
| "xc": { | |
| "signal": "plotWidth / 2" | |
| }, | |
| "width": { | |
| "scale": "xscale", | |
| "field": "density" | |
| } | |
| } | |
| } | |
| }, | |
| { | |
| "type": "rect", | |
| "from": { | |
| "data": "summary" | |
| }, | |
| "encode": { | |
| "enter": { | |
| "fill": { | |
| "value": "black" | |
| }, | |
| "width": { | |
| "value": 2 | |
| } | |
| }, | |
| "update": { | |
| "y": { | |
| "scale": "yscale", | |
| "field": "q1" | |
| }, | |
| "y2": { | |
| "scale": "yscale", | |
| "field": "q3" | |
| }, | |
| "xc": { | |
| "signal": "plotWidth / 2" | |
| } | |
| } | |
| } | |
| }, | |
| { | |
| "type": "rect", | |
| "from": { | |
| "data": "summary" | |
| }, | |
| "encode": { | |
| "enter": { | |
| "fill": { | |
| "value": "black" | |
| }, | |
| "width": { | |
| "value": 8 | |
| }, | |
| "height": { | |
| "value": 2 | |
| } | |
| }, | |
| "update": { | |
| "y": { | |
| "scale": "yscale", | |
| "field": "median" | |
| }, | |
| "xc": { | |
| "signal": "plotWidth / 2" | |
| } | |
| } | |
| } | |
| } | |
| ] | |
| } | |
| ] | |
| } |
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
Changing the https://vega.github.io/vega/examples/violin-plot/ orientation from horizontal to vertical.
Open the Chart in the Vega Editor
The main struggle has been learning how the
orienthorizontalneeds to be set for anareavega/vega#3088