{ "$schema": "https://vega.github.io/schema/vega/v5.json", "description": "Plot showing average data with raw values in the background.", "background": "white", "padding": 5, "width": 200, "height": 200, "style": "cell", "data": [ { "name": "source_0", "url": "data/stocks.csv", "format": {"type": "csv", "parse": {"date": "date"}}, "transform": [ {"type": "filter", "expr": "datum.symbol==='GOOG'"}, { "field": "date", "type": "timeunit", "units": ["year"], "as": ["year_date", "year_date_end"] } ] }, { "name": "data_0", "source": "source_0", "transform": [ { "type": "aggregate", "groupby": ["year_date"], "ops": ["mean"], "fields": ["price"], "as": ["mean_price"] } ] }, { "name": "data_1", "source": "source_0", "transform": [ { "type": "filter", "expr": "(isDate(datum[\"year_date\"]) || (isValid(datum[\"year_date\"]) && isFinite(+datum[\"year_date\"]))) && isValid(datum[\"price\"]) && isFinite(+datum[\"price\"])" } ] } ], "marks": [ { "name": "layer_0_marks", "type": "symbol", "style": ["point"], "from": {"data": "data_1"}, "encode": { "update": { "opacity": {"value": 0.3}, "fill": {"value": "transparent"}, "stroke": {"value": "#4c78a8"}, "ariaRoleDescription": {"value": "point"}, "description": { "signal": "\"date (year): \" + (timeFormat(datum[\"year_date\"], timeUnitSpecifier([\"year\"], {\"year-month\":\"%b %Y \",\"year-month-date\":\"%b %d, %Y \"}))) + \"; price: \" + (format(datum[\"price\"], \"\"))" }, "x": {"scale": "x", "field": "year_date"}, "y": {"scale": "y", "field": "price"} } } }, { "name": "layer_1_marks", "type": "line", "style": ["line"], "sort": {"field": "datum[\"year_date\"]"}, "from": {"data": "data_0"}, "encode": { "update": { "stroke": {"value": "#4c78a8"}, "description": { "signal": "\"date (year): \" + (timeFormat(datum[\"year_date\"], timeUnitSpecifier([\"year\"], {\"year-month\":\"%b %Y \",\"year-month-date\":\"%b %d, %Y \"}))) + \"; Mean of price: \" + (format(datum[\"mean_price\"], \"\"))" }, "x": {"scale": "x", "field": "year_date"}, "y": {"scale": "y", "field": "mean_price"}, "defined": { "signal": "isValid(datum[\"year_date\"]) && isFinite(+datum[\"year_date\"]) && isValid(datum[\"mean_price\"]) && isFinite(+datum[\"mean_price\"])" } } } } ], "scales": [ { "name": "x", "type": "time", "domain": { "fields": [ {"data": "data_1", "field": "year_date"}, {"data": "data_0", "field": "year_date"} ] }, "range": [0, {"signal": "width"}] }, { "name": "y", "type": "linear", "domain": { "fields": [ {"data": "data_1", "field": "price"}, {"data": "data_0", "field": "mean_price"} ] }, "range": [{"signal": "height"}, 0], "nice": true, "zero": true } ], "axes": [ { "scale": "x", "orient": "bottom", "gridScale": "y", "grid": true, "tickCount": {"signal": "ceil(width/40)"}, "domain": false, "labels": false, "aria": false, "maxExtent": 0, "minExtent": 0, "ticks": false, "zindex": 0 }, { "scale": "y", "orient": "left", "gridScale": "x", "grid": true, "tickCount": {"signal": "ceil(height/40)"}, "domain": false, "labels": false, "aria": false, "maxExtent": 0, "minExtent": 0, "ticks": false, "zindex": 0 }, { "scale": "x", "orient": "bottom", "grid": false, "title": "date (year)", "format": { "signal": "timeUnitSpecifier([\"year\"], {\"year-month\":\"%b %Y \",\"year-month-date\":\"%b %d, %Y \"})" }, "labelFlush": true, "labelOverlap": true, "tickCount": {"signal": "ceil(width/40)"}, "zindex": 0 }, { "scale": "y", "orient": "left", "grid": false, "title": "price, Mean of price", "labelOverlap": true, "tickCount": {"signal": "ceil(height/40)"}, "zindex": 0 } ] }