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June 6, 2022 16:12
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going through the vega tutorial for re-creating the classic Mikey B viz on US airports
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{ | |
"$schema": "https://vega.github.io/schema/vega/v5.json", | |
"width": 900, | |
"height": 560, | |
"padding": {"top": 0, "left": 0, "right": 0, "bottom": 0}, | |
"signals": [ | |
{ | |
"name": "hover", | |
"value": null, | |
"on": [ | |
{"events": "@airportmark:mouseover", "update": "datum"}, | |
{"events": "@airportmark:mouseout", "update": "null"} | |
] | |
}, | |
{ | |
"name": "title", | |
"value": "Flights 2008", | |
"update": "hover ? hover.name + ' ('+hover.iata+', '+hover.traffic.flights+' flights)':'Flights 2008'" | |
} | |
], | |
"data": [ | |
{ | |
"name": "states", | |
"url": "data/us-10m.json", | |
"format": {"type": "topojson", "feature": "states"}, | |
"transform": [{"type": "geopath", "projection": "my_projection"}] | |
}, | |
{ | |
"name": "traffic", | |
"url": "data/flights-airport.csv", | |
"format": {"type": "csv", "parse": "auto"}, | |
"transform": [ | |
{ | |
"type": "aggregate", | |
"groupby": ["origin"], | |
"fields": ["count"], | |
"ops": ["sum"], | |
"as": ["flights"] | |
} | |
] | |
}, | |
{ | |
"name": "traffic-raw", | |
"url": "data/flights-airport.csv", | |
"format": {"type": "csv", "parse": "auto"} | |
}, | |
{ | |
"name": "airports-raw", | |
"url": "data/airports.csv", | |
"format": {"type": "csv", "parse": "auto"} | |
}, | |
{ | |
"name": "airports", | |
"url": "data/airports.csv", | |
"format": {"type": "csv", "parse": "auto"}, | |
"transform": [ | |
{ | |
"type": "lookup", | |
"from": "traffic", | |
"key": "origin", | |
"fields": ["iata"], | |
"as": ["traffic"] | |
}, | |
{"type": "filter", "expr": "datum.traffic != null"}, | |
{ | |
"type": "geopoint", | |
"projection": "my_projection", | |
"fields": ["longitude", "latitude"] | |
}, | |
{"type": "filter", "expr": "datum.x != null && datum.y != null"}, | |
{ | |
"type": "collect", | |
"sort": {"field": "traffic.flights", "order": "descending"} | |
} | |
] | |
}, | |
{ | |
"name": "routes", | |
"url": "data/flights-airport.csv", | |
"format": {"type": "csv", "parse": "auto"}, | |
"transform": [ | |
{"type": "filter", "expr": "hover && hover.iata==datum.origin"}, | |
{ | |
"type": "lookup", | |
"from": "airports", | |
"key": "iata", | |
"fields": ["origin", "destination"], | |
"as": ["source", "target"] | |
}, | |
{"type": "filter", "expr": "datum.source && datum.target"}, | |
{"type": "linkpath", "shape": "curve"} | |
] | |
} | |
], | |
"scales": [ | |
{ | |
"name": "size", | |
"type": "linear", | |
"domain": {"data": "traffic", "field": "flights"}, | |
"range": [16, 2000] | |
} | |
], | |
"projections": [ | |
{ | |
"name": "my_projection", | |
"type": "albersUsa", | |
"scale": 1200, | |
"translate": [{"signal": "width / 2"}, {"signal": "height / 2"}] | |
} | |
], | |
"marks": [ | |
{ | |
"type": "path", | |
"from": {"data": "states"}, | |
"encode": { | |
"enter": {"fill": {"value": "#dedede"}, "stroke": {"value": "white"}}, | |
"update": {"path": {"field": "path"}} | |
} | |
}, | |
{ | |
"type": "path", | |
"interactive": false, | |
"from": {"data": "routes"}, | |
"encode": { | |
"enter": { | |
"path": {"field": "path"}, | |
"stroke": {"value": "black"}, | |
"strokeOpacity": {"value": 0.5} | |
} | |
} | |
}, | |
{ | |
"type": "symbol", | |
"name": "airportmark", | |
"from": {"data": "airports"}, | |
"encode": { | |
"enter": { | |
"shape": {"value": "square"}, | |
"size": {"scale": "size", "field": "traffic.flights"}, | |
"fill": {"value": "teal"}, | |
"fillOpacity": {"value": 0.8}, | |
"stroke": {"value": "white"}, | |
"strokeWidth": {"value": 1.5} | |
}, | |
"update": {"x": {"field": "x"}, "y": {"field": "y"}} | |
} | |
}, | |
{ | |
"type": "text", | |
"interactive": false, | |
"encode": { | |
"enter": { | |
"x": {"signal": "width", "offset": -5}, | |
"y": {"value": 25}, | |
"fill": {"value": "black"}, | |
"align": {"value": "right"} | |
}, | |
"update": {"text": {"signal": "title"}} | |
} | |
} | |
] | |
} |
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