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{ | |
"$schema": "https://vega.github.io/schema/vega/v5.json", | |
"description": "A basic bar chart example, with value labels shown upon mouse hover.", | |
"width": 400, | |
"height": {"signal": "$row_height * $n_rows"}, | |
"title": {"text": {"signal": "$title"}}, | |
"padding": 5, | |
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{ | |
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] | |
}, | |
{ | |
"name": "reference_table", | |
"values": [ | |
{ | |
"id": "donor1", | |
"measure": 7.662921088, | |
"group": "donor" | |
}, | |
{ | |
"id": "donor2", | |
"measure": 7.562921088, | |
"group": "donor" | |
}, | |
{ | |
"id": "donor3", | |
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"group": "donor" | |
} | |
] | |
}, | |
{ | |
"name": "jitter_table", | |
"source": "table", | |
"transform": [ | |
{ | |
"type": "formula", | |
"expr": "$show_rain ? sampleUniform() : 0", | |
"as": "jitter" | |
}, | |
{ | |
"type": "window", | |
"groupby": ["subject"], | |
"ops": ["first_value"], | |
"fields": ["jitter"], | |
"as": ["jitter"] | |
} | |
] | |
}, | |
{ | |
"name": "row_table", | |
"source": "table", | |
"transform": [ | |
{"type": "aggregate", "groupby": ["group"]} | |
] | |
} | |
], | |
"signals": [ | |
{ | |
"name": "width", | |
"value": 400, | |
"bind": {"input": "range", "min": 200, "max": 1028} | |
}, | |
{ | |
"name": "$n_rows", | |
"value": 1, | |
"update": "length(data('row_table'))" | |
}, | |
{"name": "$row_height", "value": 70, "bind": {"input": "range", "min": 40, "max": 255}}, | |
{"name": "$title", "value": "PLOT TITLE", "bind": {"input": "input"}}, | |
{"name": "$y_label", "value": "Y AXIS", "bind": {"input": "input"}}, | |
{"name": "$x_label", "value": "X AXIS", "bind": {"input": "input"}}, | |
{"name": "$include_zero", "value": true, "bind": {"input": "checkbox"}}, | |
{"name": "$show_rain", "value": true, "bind": {"input": "checkbox"}}, | |
{"name": "$show_lightning", "value": true, "bind": {"input": "checkbox"}}, | |
{"name": "$show_cloud", "value": true, "bind": {"input": "checkbox"}}, | |
{ | |
"name": "$boxplot_extent", | |
"value": 0.33, | |
"bind": {"input": "range", "min": 0, "max": 1} | |
}, | |
{ | |
"name": "unit", | |
"value": {}, | |
"on": [ | |
{"events": "mousemove", "update": "isTuple(group()) ? group() : unit"} | |
] | |
}, | |
{ | |
"name": "$grid_value", | |
"on": [ | |
{ | |
"events": [ | |
{"source": "view", "type": "dblclick"}, | |
{"signal": "$include_zero"} | |
], | |
"update": "null"}, | |
{ | |
"events": {"signal": "$grid_translate_delta"}, | |
"update": "panLinear($grid_translate_anchor.extent_x, -$grid_translate_delta.x / width)" | |
}, | |
{ | |
"events": {"signal": "$grid_zoom_delta"}, | |
"update": "zoomLinear(domain(\"measure_scale\"), $grid_zoom_anchor.x, $grid_zoom_delta)" | |
} | |
] | |
}, | |
{ | |
"name": "$grid_translate_anchor", | |
"value": {}, | |
"on": [ | |
{ | |
"events": [{"source": "view", "type": "mousedown"}], | |
"update": "{x: x(unit), extent_x: domain(\"measure_scale\")}" | |
} | |
] | |
}, | |
{ | |
"name": "$grid_translate_delta", | |
"value": {}, | |
"on": [ | |
{ | |
"events": [ | |
{ | |
"source": "window", | |
"type": "mousemove", | |
"consume": true, | |
"between": [ | |
{"source": "view", "type": "mousedown"}, | |
{"source": "window", "type": "mouseup"} | |
] | |
} | |
], | |
"update": "{x: $grid_translate_anchor.x - x(unit)}" | |
} | |
] | |
}, | |
{ | |
"name": "$grid_zoom_anchor", | |
"on": [ | |
{ | |
"events": [{"source": "view", "type": "wheel", "consume": true}], | |
"update": "{x: invert(\"measure_scale\", x(unit))}" | |
} | |
] | |
}, | |
{ | |
"name": "$grid_zoom_delta", | |
"on": [ | |
{ | |
"events": [{"source": "view", "type": "wheel", "consume": true}], | |
"force": true, | |
"update": "pow(1.001, event.deltaY * pow(16, event.deltaMode))" | |
} | |
] | |
}, | |
{ | |
"name": "$active", | |
"value": "false", | |
"on": [ | |
{"events": "@rain:mousedown, @rain:touchstart, @rain:mouseover", "update": "datum.subject"}, | |
{"events": "window:mouseup, window:touchend, @rain:mouseout", "update": "false"} | |
] | |
} | |
], | |
"scales": [ | |
{ | |
"name": "color_scale", | |
"type": "ordinal", | |
"domain": {"data": "table", "field": "group", "sort": true}, | |
"range": "category" | |
}, | |
{ | |
"name": "group_scale", | |
"type": "band", | |
"domain": {"data": "table", "field": "group"}, | |
"range": [0, {"signal": "$row_height * $n_rows"}], | |
"padding": 0, | |
"round": true | |
}, | |
{ | |
"name": "measure_scale", | |
"domain": {"data": "table", "field": "measure"}, | |
"nice": true, | |
"range": "width", | |
"zero": {"signal": "$include_zero"}, | |
"domainRaw": {"signal": "$grid_value"} | |
}, | |
{ | |
"name": "inner_jitter_scale", | |
"domain": [0, 1], | |
"range": [ | |
{"signal": "scale('inner_boxplot_center_scale', 0) + scale('inner_boxplot_extent_scale', $boxplot_extent)/2 + 7"}, | |
{"signal": "bandwidth('group_scale') - 7"} | |
] | |
}, | |
{ | |
"name": "inner_boxplot_center_scale", | |
"domain": [0, 1], | |
"range": [ | |
{"signal": "$show_cloud == $show_rain ? bandwidth('group_scale')/2 : $show_rain ? scale('inner_boxplot_extent_scale', $boxplot_extent)/2 + 2 : max(bandwidth('group_scale') - scale('inner_boxplot_extent_scale', $boxplot_extent)/2 - 2, bandwidth('group_scale')/2)"}, | |
0 | |
] | |
}, | |
{ | |
"name": "inner_boxplot_extent_scale", | |
"domain": [0, 1], | |
"range": [ | |
0, | |
{"signal": "max(bandwidth('group_scale') - ($show_rain ? $show_cloud ? 28 : 14 : 4), 5)"} | |
] | |
} | |
], | |
"axes": [ | |
{ | |
"orient": "bottom", | |
"scale": "measure_scale", | |
"title": {"signal": "$x_label"} | |
}, | |
{ | |
"orient": "left", | |
"scale": "group_scale", | |
"bandPosition": 0, | |
"title": {"signal": "$y_label"}} | |
], | |
"marks": [ | |
{ | |
"type": "group", | |
"clip": true, | |
"from": {"facet": {"name": "subject_table", "data": "jitter_table", "groupby": ["subject"]}}, | |
"data": [ | |
{ | |
"name": "subject_line_table", | |
"source": "subject_table", | |
"transform": [ | |
{"type": "filter", "expr": "$show_rain && $show_lightning"}, | |
{"type": "collect", "sort": {"field": "group"}} | |
] | |
} | |
], | |
"marks": [ | |
{ | |
"type": "line", | |
"from": {"data": "subject_line_table"}, | |
"encode": { | |
"update": { | |
"x": {"scale": "measure_scale", "field": "measure"}, | |
"y": {"signal": "scale('group_scale', datum.group) + scale('inner_jitter_scale', datum.jitter)"}, | |
"stroke": {"value": "black"}, | |
"strokeOpacity": [ | |
{ | |
"test": "datum.subject == $active", | |
"value": 1 | |
}, | |
{"value": 0.1} | |
] | |
} | |
} | |
} | |
] | |
}, | |
{ | |
"type": "group", | |
"clip": true, | |
"from": { | |
"facet": { | |
"name": "facet_table", | |
"groupby": ["group"], | |
"data": "jitter_table" | |
} | |
}, | |
"data": [ | |
{ | |
"name": "facet_kde_table", | |
"source": "facet_table", | |
"transform": [ | |
{"type": "filter", "expr": "$show_cloud"}, | |
{"type": "kde", "field": "measure", "groupby": ["group"], "as": [ | |
"measure", | |
"density" | |
]} | |
] | |
}, | |
{ | |
"name": "facet_rain_table", | |
"source": "facet_table", | |
"transform": [{"type": "filter", "expr": "$show_rain"}] | |
}, | |
{ | |
"name": "facet_boxplot_table", | |
"source": "facet_table", | |
"transform": [ | |
{"type": "filter", "expr": "$boxplot_extent > 0"}, | |
{ | |
"type": "aggregate", | |
"groupby": ["group"], | |
"ops": ["min", "q1", "median", "q3", "max"], | |
"fields": ["measure", "measure", "measure", "measure", "measure"] | |
} | |
] | |
}, | |
{ | |
"name": "facet_aesthetic_line_table", | |
"source": "facet_table", | |
"transform": [ | |
{"type": "filter", "expr": "$boxplot_extent == 0 && $show_cloud"}, | |
{ | |
"type": "aggregate", | |
"groupby": ["group"], | |
"ops": ["min", "max"], | |
"fields": ["measure", "measure"] | |
} | |
] | |
} | |
], | |
"encode": { | |
"update": { | |
"y": {"scale": "group_scale", "field": "group"} | |
} | |
}, | |
"scales": [ | |
{ | |
"name": "inner_kde_scale", | |
"domain": {"data": "facet_kde_table", "field": "density"}, | |
"range": [ | |
{ | |
"signal": "scale('inner_boxplot_center_scale', 0)" | |
}, | |
2 | |
] | |
} | |
], | |
"marks": [ | |
{ | |
"type": "area", | |
"from": {"data": "facet_kde_table"}, | |
"encode": { | |
"enter": {"fill": {"scale": "color_scale", "field": "group"}}, | |
"update": { | |
"y": {"scale": "inner_kde_scale", "value": 0}, | |
"y2": {"scale": "inner_kde_scale", "field": "density"}, | |
"x": {"scale": "measure_scale", "field": "measure"}, | |
"tooltip": {"signal": "datum"}, | |
"fillOpacity": [ | |
{ | |
"test": "$active && $show_lightning", | |
"value": 0.5 | |
}, | |
{"value": 1} | |
] | |
} | |
} | |
}, | |
{ | |
"type": "symbol", | |
"name": "rain", | |
"shape": "circle", | |
"from": {"data": "facet_rain_table"}, | |
"encode": { | |
"enter": { | |
"fill": {"scale": "color_scale", "field": "group"}, | |
"opacity": {"value": 0.7} | |
}, | |
"update": { | |
"x": {"scale": "measure_scale", "field": "measure"}, | |
"y": {"scale": "inner_jitter_scale", "field": "jitter"}, | |
"tooltip": {"signal": "datum"}, | |
"size": [ | |
{ | |
"test": "datum.subject == $active", | |
"value": 200 | |
}, | |
{"value": 50} | |
] | |
} | |
} | |
}, | |
{ | |
"type": "rule", | |
"from": {"data": "facet_aesthetic_line_table"}, | |
"encode": { | |
"enter": { | |
"strokeWidth": {"value": 2} | |
}, | |
"update": { | |
"x": {"scale": "measure_scale", "field": "min_measure"}, | |
"x2": {"scale": "measure_scale", "field": "max_measure"}, | |
"y": {"scale": "inner_boxplot_center_scale", "value": 0}, | |
"strokeOpacity": [ | |
{ | |
"test": "$active && $show_lightning", | |
"value": 0.5 | |
}, | |
{"value": 1} | |
] | |
} | |
} | |
}, | |
{ | |
"type": "group", | |
"marks": [ | |
{ | |
"type": "rect", | |
"from": {"data": "facet_boxplot_table"}, | |
"encode": { | |
"enter": { | |
"fill": {"scale": "color_scale", "field": "group"}, | |
"strokeWidth": {"value": 2}, | |
"stroke": {"value": "black"}, | |
"cornerRadius": {"value": 2} | |
}, | |
"update": { | |
"x": {"scale": "measure_scale", "field": "q1_measure"}, | |
"x2": {"scale": "measure_scale", "field": "q3_measure"}, | |
"yc": {"scale": "inner_boxplot_center_scale", "value":0}, | |
"height": {"scale": "inner_boxplot_extent_scale", "signal": "$boxplot_extent"}, | |
"tooltip": {"signal": "datum"}, | |
"fillOpacity": [ | |
{ | |
"test": "$active && $show_lightning", | |
"value": 0.2 | |
}, | |
{"value": 1} | |
], | |
"strokeOpacity": [ | |
{ | |
"test": "$active && $show_lightning", | |
"value": 0.5 | |
}, | |
{"value": 1} | |
] | |
} | |
} | |
}, | |
{ | |
"type": "rule", | |
"from": {"data": "facet_boxplot_table"}, | |
"encode": { | |
"enter": { | |
"strokeWidth": {"value": 2} | |
}, | |
"update": { | |
"x": {"scale": "measure_scale", "field": "min_measure"}, | |
"x2": {"scale": "measure_scale", "field": "q1_measure"}, | |
"y": {"scale": "inner_boxplot_center_scale", "value": 0}, | |
"tooltip": {"signal": "datum"}, | |
"strokeOpacity": [ | |
{ | |
"test": "$active && $show_lightning", | |
"value": 0.5 | |
}, | |
{"value": 1} | |
] | |
} | |
} | |
}, | |
{ | |
"type": "rule", | |
"from": {"data": "facet_boxplot_table"}, | |
"encode": { | |
"enter": { | |
"strokeWidth": {"value": 2} | |
}, | |
"update": { | |
"x": {"scale": "measure_scale", "field": "q3_measure"}, | |
"x2": {"scale": "measure_scale", "field": "max_measure"}, | |
"y": {"scale": "inner_boxplot_center_scale", "value": 0}, | |
"tooltip": {"signal": "datum"}, | |
"strokeOpacity": [ | |
{ | |
"test": "$active && $show_lightning", | |
"value": 0.5 | |
}, | |
{"value": 1} | |
] | |
} | |
} | |
}, | |
{ | |
"type": "rect", | |
"from": {"data": "facet_boxplot_table"}, | |
"encode": { | |
"enter": { | |
"fill": {"value": "black"} | |
}, | |
"update": { | |
"xc": {"scale": "measure_scale", "field": "min_measure"}, | |
"yc": {"scale": "inner_boxplot_center_scale", "value": 0}, | |
"height": {"scale": "inner_boxplot_extent_scale", "signal": "$boxplot_extent"}, | |
"width": {"value": 2}, | |
"tooltip": {"signal": "datum"}, | |
"fillOpacity": [ | |
{ | |
"test": "$active && $show_lightning", | |
"value": 0.5 | |
}, | |
{"value": 1} | |
] | |
} | |
} | |
}, | |
{ | |
"type": "rect", | |
"from": {"data": "facet_boxplot_table"}, | |
"encode": { | |
"enter": { | |
"fill": {"value": "black"} | |
}, | |
"update": { | |
"xc": {"scale": "measure_scale", "field": "max_measure"}, | |
"yc": {"scale": "inner_boxplot_center_scale", "value": 0}, | |
"height": {"scale": "inner_boxplot_extent_scale", "signal": "$boxplot_extent"}, | |
"width": {"value": 2}, | |
"tooltip": {"signal": "datum"}, | |
"fillOpacity": [ | |
{ | |
"test": "$active && $show_lightning", | |
"value": 0.5 | |
}, | |
{"value": 1} | |
] | |
} | |
} | |
}, | |
{ | |
"type": "rect", | |
"from": {"data": "facet_boxplot_table"}, | |
"encode": { | |
"enter": { | |
"fill": {"value": "black"} | |
}, | |
"update": { | |
"xc": {"scale": "measure_scale", "field": "median_measure"}, | |
"yc": {"scale": "inner_boxplot_center_scale", "value": 0}, | |
"height": {"scale": "inner_boxplot_extent_scale", "signal": "$boxplot_extent"}, | |
"width": {"value": 4}, | |
"tooltip": {"signal": "datum"}, | |
"fillOpacity": [ | |
{ | |
"test": "$active && $show_lightning", | |
"value": 0.5 | |
}, | |
{"value": 1} | |
] | |
} | |
} | |
} | |
] | |
} | |
] | |
} | |
] | |
} |
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