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horizontal stacked bar evidence plot with category selection
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{ | |
"$schema": "https://vega.github.io/schema/vega-lite/v5.json", | |
"params": [ | |
{ | |
"name": "orientation", | |
"bind": {"input": "checkbox"} | |
}, | |
{ | |
"name": "strand", | |
"value": "true", | |
"bind": {"input": "checkbox"} | |
}, | |
{ | |
"name": "mapping_quality", | |
"bind": {"input": "checkbox"} | |
}, | |
{ | |
"name": "edit_distance", | |
"bind": {"input": "checkbox"} | |
}, | |
], | |
"transform": [ | |
{ | |
"calculate": "[if(orientation, datum.orientation, null), if(mapping_quality, datum.quality, null), if(strand, datum.strand, null), if(edit_distance, datum['edit distance'], null)]", | |
"as": "split_array" | |
}, | |
{ | |
"calculate": "join(datum.split_array, '\t')", | |
"as": "categories" | |
}, | |
{ | |
"calculate": "indexof(['Very Strong (Alt)', 'Strong (Alt)', 'Positive (Alt)', 'Barely (Alt)', 'Equal', 'Barely (Ref)', 'Positive (Ref)', 'Strong (Ref)', 'Very Strong (Ref)'], datum.effect)", | |
"as": "order" | |
}, | |
{ | |
"calculate": "if(datum.effect === 'Very Strong (Ref)' || datum.effect === 'Strong (Ref)' || datum.effect === 'Positive (Ref)' || datum.effect === 'Barely (Ref)', datum.times, 0) + if(datum.effect === 'Equal', datum.times / 2, 0)", | |
"as": "offset" | |
}, | |
{ | |
"stack": "times", | |
"as": ["bar_start", "bar_end"], | |
"groupby": ["categories"], | |
"sort": [{ | |
"field": "order", | |
"order": "descending" | |
}] | |
}, | |
{ | |
"joinaggregate": [ | |
{ | |
"field": "offset", | |
"op": "sum", | |
"as": "aggregated_offset" | |
} | |
], | |
"groupby": [ "categories" ] | |
}, | |
{"calculate": "datum.bar_start - datum.aggregated_offset", "as": "bar_start_offset"}, | |
{"calculate": "datum.bar_end - datum.aggregated_offset", "as": "bar_end_offset"} | |
], | |
"mark": "bar", | |
"encoding": { | |
"x": { | |
"field": "bar_start_offset", | |
"type": "quantitative", | |
"title": "Counts", | |
"axis": { | |
"labelExpr": "replace(datum.label, '−', '')" | |
} | |
}, | |
"x2": { | |
"field": "bar_end_offset" | |
}, | |
"y": { | |
"field": "categories", | |
"type": "nominal", | |
"title": "selected categories", | |
"axis": { | |
"ticks": false | |
} | |
}, | |
"order": {"field": "order", "type": "quantitative", "sort": "descending"}, | |
"color": { | |
"field": "effect", | |
"type": "ordinal", | |
"title": "Evidence", | |
"sort": {"field": "order", "order": "ascending"}, | |
"scale": { | |
"domain": [ | |
"Very Strong (Alt)", | |
"Strong (Alt)", | |
"Positive (Alt)", | |
"Barely (Alt)", | |
"Equal", | |
"Barely (Ref)", | |
"Positive (Ref)", | |
"Strong (Ref)", | |
"Very Strong (Ref)" | |
], | |
"range": [ | |
"#ff5555", | |
"#ff6666", | |
"#ff9999", | |
"#ffcccc", | |
"#999999", | |
"#eaf7fb", | |
"#afdfee", | |
"#6cc5e0", | |
"#2dacd2" | |
] | |
} | |
}, | |
"tooltip": [ | |
{"field": "effect", "type": "nominal", "title": "Evidence"}, | |
{"field": "strand", "type": "nominal", "title": "Strand"}, | |
{"field": "orientation", "type": "nominal", "title": "Orientation"}, | |
{"field": "times", "type": "quantitative", "title": "Counts"}, | |
{"field": "edit distance", "type": "ordinal", "title": "Edit distance"} | |
] | |
}, | |
"config": {"axisX": {"labelAngle": -30}}, | |
"data": { | |
"values": [ | |
{ | |
"strand": "±", | |
"strand_orientation": "± unknown", | |
"effect": "Very Strong (Ref)", | |
"times": 70, | |
"quality": "high", | |
"orientation": "unknown", | |
"edit distance": "0" | |
}, | |
{ | |
"strand": "±", | |
"strand_orientation": "± F2R1", | |
"effect": "Very Strong (Ref)", | |
"times": 29, | |
"quality": "high", | |
"orientation": "F2R1", | |
"edit distance": "0" | |
}, | |
{ | |
"strand": "+", | |
"strand_orientation": "+ F2R1", | |
"effect": "Very Strong (Ref)", | |
"times": 20, | |
"quality": "high", | |
"orientation": "F2R1", | |
"edit distance": "0" | |
}, | |
{ | |
"strand": "-", | |
"strand_orientation": "- F2R1", | |
"effect": "Very Strong (Ref)", | |
"times": 13, | |
"quality": "high", | |
"orientation": "F2R1", | |
"edit distance": "0" | |
}, | |
{ | |
"strand": "±", | |
"strand_orientation": "± unknown", | |
"effect": "Very Strong (Ref)", | |
"times": 6, | |
"quality": "high", | |
"orientation": "unknown", | |
"edit distance": "0" | |
}, | |
{ | |
"strand": "±", | |
"strand_orientation": "± unknown", | |
"effect": "Very Strong (Alt)", | |
"times": 5, | |
"quality": "high", | |
"orientation": "unknown", | |
"edit distance": "0" | |
}, | |
{ | |
"strand": "-", | |
"strand_orientation": "- unknown", | |
"effect": "Very Strong (Ref)", | |
"times": 4, | |
"quality": "high", | |
"orientation": "unknown", | |
"edit distance": "0" | |
}, | |
{ | |
"strand": "-", | |
"strand_orientation": "- F1R2", | |
"effect": "Very Strong (Ref)", | |
"times": 6, | |
"quality": "high", | |
"orientation": "F1R2", | |
"edit distance": "0" | |
}, | |
{ | |
"strand": "-", | |
"strand_orientation": "- F2R1", | |
"effect": "Very Strong (Ref)", | |
"times": 4, | |
"quality": "high", | |
"orientation": "F2R1", | |
"edit distance": "0" | |
}, | |
{ | |
"strand": "+", | |
"strand_orientation": "+ F2R1", | |
"effect": "Very Strong (Ref)", | |
"times": 2, | |
"quality": "high", | |
"orientation": "F2R1", | |
"edit distance": "0" | |
}, | |
{ | |
"strand": "±", | |
"strand_orientation": "± F2R1", | |
"effect": "Very Strong (Ref)", | |
"times": 2, | |
"quality": "high", | |
"orientation": "F2R1", | |
"edit distance": "0" | |
}, | |
{ | |
"strand": "±", | |
"strand_orientation": "± F2R1", | |
"effect": "Very Strong (Ref)", | |
"times": 1, | |
"quality": "high", | |
"orientation": "F2R1", | |
"edit distance": "5" | |
}, | |
{ | |
"strand": "±", | |
"strand_orientation": "± F2R1", | |
"effect": "Very Strong (Ref)", | |
"times": 2, | |
"quality": "high", | |
"orientation": "F2R1", | |
"edit distance": "0" | |
}, | |
{ | |
"strand": "±", | |
"strand_orientation": "± unknown", | |
"effect": "Very Strong (Alt)", | |
"times": 1, | |
"quality": "high", | |
"orientation": "unknown", | |
"edit distance": "0" | |
}, | |
{ | |
"strand": "+", | |
"strand_orientation": "+ F2R1", | |
"effect": "Very Strong (Alt)", | |
"times": 1, | |
"quality": "high", | |
"orientation": "F2R1", | |
"edit distance": "0" | |
}, | |
{ | |
"strand": "±", | |
"strand_orientation": "± unknown", | |
"effect": "Very Strong (Ref)", | |
"times": 1, | |
"quality": "low", | |
"orientation": "unknown", | |
"edit distance": "0" | |
}, | |
{ | |
"strand": "±", | |
"strand_orientation": "± F2R1", | |
"effect": "Very Strong (Ref)", | |
"times": 1, | |
"quality": "low", | |
"orientation": "F2R1", | |
"edit distance": "0" | |
}, | |
{ | |
"strand": "±", | |
"strand_orientation": "± unknown", | |
"effect": "Barely (Ref)", | |
"times": 1, | |
"quality": "high", | |
"orientation": "unknown", | |
"edit distance": "0" | |
}, | |
{ | |
"strand": "±", | |
"strand_orientation": "± F2R1", | |
"effect": "Very Strong (Ref)", | |
"times": 1, | |
"quality": "high", | |
"orientation": "F2R1", | |
"edit distance": "2" | |
}, | |
{ | |
"strand": "+", | |
"strand_orientation": "+ F2R1", | |
"effect": "Barely (Alt)", | |
"times": 1, | |
"quality": "high", | |
"orientation": "F2R1", | |
"edit distance": "0" | |
}, | |
{ | |
"strand": "+", | |
"strand_orientation": "+ F2R1", | |
"effect": "Equal", | |
"times": 4, | |
"quality": "high", | |
"orientation": "F2R1", | |
"edit distance": "0" | |
}, | |
{ | |
"strand": "+", | |
"strand_orientation": "+ F2R1", | |
"effect": "Equal", | |
"times": 10, | |
"quality": "high", | |
"orientation": "F2R1", | |
"edit distance": "0" | |
}, | |
{ | |
"strand": "-", | |
"strand_orientation": "- F1R2", | |
"effect": "Equal", | |
"times": 5, | |
"quality": "high", | |
"orientation": "F1R2", | |
"edit distance": "0" | |
} | |
] | |
} | |
} |
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