What Is Malloy
Line Charts
Scatter charts compare two numeric values.
Field Order
Fields are assigned by position:
x-axis — first field
y-axis — second field
color — third field (optional)
size — fourth field (optional)
shape — fifth field (optional)
Model for this example
source: flights is duckdb.table('../data/flights.parquet') extend { join_one: aircraft is duckdb.table('../data/aircraft.parquet') extend { join_one: aircraft_models is duckdb.table('../data/aircraft_models.parquet') on aircraft_model_code = aircraft_models.aircraft_model_code } on tail_num = aircraft.tail_num }
# scatter_chart run: flights -> { where: origin = 'ORD' group_by: seats is aircraft.aircraft_models.seats group_by: distance is distance aggregate: route_count is count(concat(origin, destination)) }
[ { "seats": "179", "distance": "1437", "route_count": 2 }, { "seats": "200", "distance": "1437", "route_count": 2 }, { "seats": "200", "distance": "409", "route_count": 1 }, { "seats": "172", "distance": "612", "route_count": 1 }, { "seats": "178", "distance": "888", "route_count": 1 }, { "seats": "172", "distance": "235", "route_count": 1 }, { "seats": "172", "distance": "719", "route_count": 1 }, { "seats": "200", "distance": "1515", "route_count": 1 }, { "seats": "149", "distance": "1515", "route_count": 1 }, { "seats": "179", "distance": "1745", "route_count": 1 }, { "seats": "172", "distance": "1005", "route_count": 1 }, { "seats": "130", "distance": "1005", "route_count": 1 }, { "seats": "172", "distance": "693", "route_count": 1 }, { "seats": "179", "distance": "1440", "route_count": 1 }, { "seats": "149", "distance": "412", "route_count": 1 }, { "seats": "200", "distance": "1723", "route_count": 1 }, { "seats": "178", "distance": "1721", "route_count": 1 }, { "seats": "200", "distance": "473", "route_count": 1 }, { "seats": "200", "distance": "621", "route_count": 1 }, { "seats": "22", "distance": "296", "route_count": 1 }, { "seats": "172", "distance": "802", "route_count": 1 }, { "seats": "400", "distance": "1745", "route_count": 1 }, { "seats": "22", "distance": "215", "route_count": 1 }, { "seats": "172", "distance": "1197", "route_count": 1 }, { "seats": "178", "distance": "334", "route_count": 1 }, { "seats": "200", "distance": "837", "route_count": 1 }, { "seats": "200", "distance": "412", "route_count": 1 }, { "seats": "200", "distance": "849", "route_count": 1 }, { "seats": "172", "distance": "1041", "route_count": 1 }, { "seats": "200", "distance": "1846", "route_count": 1 }, { "seats": "255", "distance": "1846", "route_count": 1 }, { "seats": "172", "distance": "1829", "route_count": 1 }, { "seats": "179", "distance": "1249", "route_count": 1 }, { "seats": "200", "distance": "1781", "route_count": 1 }, { "seats": "200", "distance": "590", "route_count": 1 }, { "seats": "200", "distance": "1700", "route_count": 1 }, { "seats": "22", "distance": "723", "route_count": 1 }, { "seats": "179", "distance": "972", "route_count": 1 }, { "seats": "200", "distance": "867", "route_count": 1 }, { "seats": "179", "distance": "316", "route_count": 1 }, { "seats": "178", "distance": "296", "route_count": 1 }, { "seats": "130", "distance": "264", "route_count": 1 }, { "seats": "70", "distance": "612", "route_count": 1 }, { "seats": "179", "distance": "925", "route_count": 1 }, { "seats": "200", "distance": "177", "route_count": 1 }, { "seats": "200", "distance": "843", "route_count": 1 }, { "seats": "145", "distance": "334", "route_count": 1 }, { "seats": "200", "distance": "678", "route_count": 1 }, { "seats": "149", "distance": "678", "route_count": 1 }, { "seats": "200", "distance": "1726", "route_count": 1 }, { "seats": "179", "distance": "137", "route_count": 1 }, { "seats": "172", "distance": "1144", "route_count": 1 }, { "seats": "179", "distance": "606", "route_count": 1 }, { "seats": "172", "distance": "783", "route_count": 1 }, { "seats": "182", "distance": "235", "route_count": 1 }, { "seats": "172", "distance": "1182", "route_count": 1 }, { "seats": "130", "distance": "1182", "route_count": 1 }, { "seats": "179", "distance": "733", "route_count": 1 }, { "seats": "179", "distance": "403", "route_count": 1 }, { "seats": "22", "distance": "334", "route_count": 1 }, { "seats": "55", "distance": "753", "route_count": 1 }, { "seats": "200", "distance": "1835", "route_count": 1 }, { "seats": "200", "distance": "416", "route_count": 1 }, { "seats": "200", "distance": "1739", "route_count": 1 }, { "seats": "179", "distance": "528", "route_count": 1 }, { "seats": "172", "distance": "1120", "route_count": 1 }, { "seats": "179", "distance": "607", "route_count": 1 }, { "seats": "179", "distance": "1012", "route_count": 1 }, { "seats": "178", "distance": "2846", "route_count": 1 }, { "seats": "200", "distance": "763", "route_count": 1 }, { "seats": "179", "distance": "1498", "route_count": 1 }, { "seats": "400", "distance": "4243", "route_count": 1 }, { "seats": "200", "distance": "594", "route_count": 1 }, { "seats": "134", "distance": "491", "route_count": 1 }, { "seats": "179", "distance": "642", "route_count": 1 }, { "seats": "330", "distance": "606", "route_count": 1 }, { "seats": "200", "distance": "783", "route_count": 1 }, { "seats": "179", "distance": "296", "route_count": 1 }, { "seats": "200", "distance": "240", "route_count": 1 }, { "seats": "200", "distance": "299", "route_count": 1 }, { "seats": "200", "distance": "235", "route_count": 1 }, { "seats": "55", "distance": "719", "route_count": 1 }, { "seats": "200", "distance": "719", "route_count": 1 }, { "seats": "200", "distance": "1182", "route_count": 1 }, { "seats": "172", "distance": "1515", "route_count": 1 }, { "seats": "178", "distance": "1745", "route_count": 1 }, { "seats": "172", "distance": "1735", "route_count": 1 }, { "seats": "200", "distance": "1197", "route_count": 1 }, { "seats": "172", "distance": "678", "route_count": 1 }, { "seats": "70", "distance": "678", "route_count": 1 }, { "seats": "178", "distance": "1440", "route_count": 1 }, { "seats": "70", "distance": "412", "route_count": 1 }, { "seats": "179", "distance": "647", "route_count": 1 }, { "seats": "172", "distance": "1846", "route_count": 1 }, { "seats": "2", "distance": "4243", "route_count": 1 }, { "seats": "22", "distance": "588", "route_count": 1 }, { "seats": "178", "distance": "606", "route_count": 1 }, { "seats": "172", "distance": "867", "route_count": 1 }, { "seats": "172", "distance": "621", "route_count": 1 }, { "seats": "200", "distance": "911", "route_count": 1 }, { "seats": "200", "distance": "612", "route_count": 1 }, { "seats": "400", "distance": "888", "route_count": 1 }, { "seats": "172", "distance": "837", "route_count": 1 }, { "seats": "172", "distance": "416", "route_count": 1 }, { "seats": "172", "distance": "1739", "route_count": 1 }, { "seats": "22", "distance": "528", "route_count": 1 }, { "seats": "200", "distance": "1120", "route_count": 1 }, { "seats": "2", "distance": "4184", "route_count": 1 }, { "seats": "179", "distance": "723", "route_count": 1 }, { "seats": "22", "distance": "606", "route_count": 1 }, { "seats": "172", "distance": "409", "route_count": 1 }, { "seats": "172", "distance": "473", "route_count": 1 }, { "seats": "55", "distance": "264", "route_count": 1 }, { "seats": "149", "distance": "719", "route_count": 1 }, { "seats": "200", "distance": "589", "route_count": 1 }, { "seats": "200", "distance": "1005", "route_count": 1 }, { "seats": "172", "distance": "1652", "route_count": 1 }, { "seats": "22", "distance": "900", "route_count": 1 }, { "seats": "400", "distance": "1721", "route_count": 1 }, { "seats": "200", "distance": "1829", "route_count": 1 }, { "seats": "172", "distance": "1781", "route_count": 1 }, { "seats": "179", "distance": "258", "route_count": 1 }, { "seats": "178", "distance": "1012", "route_count": 1 }, { "seats": "22", "distance": "137", "route_count": 1 }, { "seats": "182", "distance": "491", "route_count": 1 }, { "seats": "179", "distance": "717", "route_count": 1 }, { "seats": "22", "distance": "522", "route_count": 1 }, { "seats": "22", "distance": "316", "route_count": 1 }, { "seats": "178", "distance": "316", "route_count": 1 }, { "seats": "149", "distance": "599", "route_count": 1 }, { "seats": "200", "distance": "599", "route_count": 1 }, { "seats": "200", "distance": "264", "route_count": 1 }, { "seats": "179", "distance": "888", "route_count": 1 }, { "seats": "200", "distance": "802", "route_count": 1 }, { "seats": "134", "distance": "235", "route_count": 1 }, { "seats": "172", "distance": "177", "route_count": 1 }, { "seats": "2", "distance": "1745", "route_count": 1 }, { "seats": "178", "distance": "733", "route_count": 1 }, { "seats": "178", "distance": "403", "route_count": 1 }, { "seats": "179", "distance": "334", "route_count": 1 }, { "seats": "172", "distance": "849", "route_count": 1 }, { "seats": "172", "distance": "1723", "route_count": 1 }, { "seats": "200", "distance": "1041", "route_count": 1 }, { "seats": "179", "distance": "1721", "route_count": 1 }, { "seats": "200", "distance": "2072", "route_count": 1 }, { "seats": "178", "distance": "1249", "route_count": 1 }, { "seats": "172", "distance": "1726", "route_count": 1 }, { "seats": "200", "distance": "2116", "route_count": 1 }, { "seats": "22", "distance": "607", "route_count": 1 }, { "seats": "200", "distance": "1144", "route_count": 1 }, { "seats": "22", "distance": "286", "route_count": 1 }, { "seats": "172", "distance": "723", "route_count": 1 }, { "seats": "200", "distance": "1012", "route_count": 1 }, { "seats": "145", "distance": "235", "route_count": 1 }, { "seats": "178", "distance": "719", "route_count": 1 }, { "seats": "22", "distance": "738", "route_count": 1 }, { "seats": "55", "distance": "925", "route_count": 1 }, { "seats": "179", "distance": "1515", "route_count": 1 }, { "seats": "200", "distance": "1745", "route_count": 1 }, { "seats": "200", "distance": "403", "route_count": 1 }, { "seats": "179", "distance": "843", "route_count": 1 }, { "seats": "2", "distance": "1197", "route_count": 1 }, { "seats": "172", "distance": "334", "route_count": 1 }, { "seats": "179", "distance": "837", "route_count": 1 }, { "seats": "179", "distance": "1835", "route_count": 1 }, { "seats": "179", "distance": "416", "route_count": 1 }, { "seats": "179", "distance": "1652", "route_count": 1 }, { "seats": "200", "distance": "528", "route_count": 1 }, { "seats": "200", "distance": "1249", "route_count": 1 }, { "seats": "179", "distance": "1781", "route_count": 1 }, { "seats": "172", "distance": "258", "route_count": 1 }, { "seats": "179", "distance": "763", "route_count": 1 }, { "seats": "149", "distance": "316", "route_count": 1 }, { "seats": "200", "distance": "137", "route_count": 1 }, { "seats": "178", "distance": "67", "route_count": 1 }, { "seats": "178", "distance": "1144", "route_count": 1 }, { "seats": "200", "distance": "972", "route_count": 1 }, { "seats": "179", "distance": "473", "route_count": 1 }, { "seats": "55", "distance": "316", "route_count": 1 }, { "seats": "22", "distance": "911", "route_count": 1 }, { "seats": "178", "distance": "911", "route_count": 1 }, { "seats": "178", "distance": "299", "route_count": 1 }, { "seats": "178", "distance": "235", "route_count": 1 }, { "seats": "178", "distance": "589", "route_count": 1 }, { "seats": "200", "distance": "733", "route_count": 1 }, { "seats": "178", "distance": "1197", "route_count": 1 }, { "seats": "182", "distance": "334", "route_count": 1 }, { "seats": "200", "distance": "1440", "route_count": 1 }, { "seats": "172", "distance": "647", "route_count": 1 }, { "seats": "178", "distance": "1120", "route_count": 1 }, { "seats": "200", "distance": "606", "route_count": 1 }, { "seats": "22", "distance": "67", "route_count": 1 }, { "seats": "178", "distance": "783", "route_count": 1 }, { "seats": "179", "distance": "867", "route_count": 1 }, { "seats": "200", "distance": "316", "route_count": 1 }, { "seats": "172", "distance": "296", "route_count": 1 }, { "seats": "172", "distance": "888", "route_count": 1 }, { "seats": "2", "distance": "1182", "route_count": 1 }, { "seats": "149", "distance": "925", "route_count": 1 }, { "seats": "200", "distance": "925", "route_count": 1 }, { "seats": "179", "distance": "177", "route_count": 1 }, { "seats": "255", "distance": "1745", "route_count": 1 }, { "seats": "179", "distance": "466", "route_count": 1 }, { "seats": "22", "distance": "693", "route_count": 1 }, { "seats": "149", "distance": "1440", "route_count": 1 }, { "seats": "179", "distance": "412", "route_count": 1 }, { "seats": "172", "distance": "1671", "route_count": 1 }, { "seats": "179", "distance": "1723", "route_count": 1 }, { "seats": "172", "distance": "1721", "route_count": 1 }, { "seats": "179", "distance": "1846", "route_count": 1 }, { "seats": "2", "distance": "2072", "route_count": 1 }, { "seats": "200", "distance": "607", "route_count": 1 }, { "seats": "179", "distance": "594", "route_count": 1 }, { "seats": "179", "distance": "590", "route_count": 1 }, { "seats": "200", "distance": "642", "route_count": 1 }, { "seats": "179", "distance": "621", "route_count": 1 }, { "seats": "178", "distance": "264", "route_count": 1 }, { "seats": "22", "distance": "240", "route_count": 1 }, { "seats": "178", "distance": "612", "route_count": 1 }, { "seats": "22", "distance": "299", "route_count": 1 }, { "seats": "178", "distance": "1182", "route_count": 1 }, { "seats": "178", "distance": "1005", "route_count": 1 }, { "seats": "172", "distance": "1081", "route_count": 1 }, { "seats": "179", "distance": "1739", "route_count": 1 }, { "seats": "179", "distance": "678", "route_count": 1 }, { "seats": "179", "distance": "849", "route_count": 1 }, { "seats": "400", "distance": "1846", "route_count": 1 }, { "seats": "178", "distance": "1829", "route_count": 1 }, { "seats": "179", "distance": "1726", "route_count": 1 }, { "seats": "22", "distance": "196", "route_count": 1 }, { "seats": "172", "distance": "1236", "route_count": 1 }, { "seats": "200", "distance": "1498", "route_count": 1 }, { "seats": "200", "distance": "723", "route_count": 1 }, { "seats": "172", "distance": "972", "route_count": 1 }, { "seats": "179", "distance": "299", "route_count": 1 }, { "seats": "179", "distance": "235", "route_count": 1 }, { "seats": "179", "distance": "719", "route_count": 1 }, { "seats": "179", "distance": "1182", "route_count": 1 }, { "seats": "172", "distance": "925", "route_count": 1 }, { "seats": "22", "distance": "177", "route_count": 1 }, { "seats": "179", "distance": "1005", "route_count": 1 }, { "seats": "200", "distance": "334", "route_count": 1 }, { "seats": "134", "distance": "334", "route_count": 1 }, { "seats": "178", "distance": "837", "route_count": 1 }, { "seats": "178", "distance": "416", "route_count": 1 }, { "seats": "178", "distance": "1739", "route_count": 1 }, { "seats": "179", "distance": "1120", "route_count": 1 }, { "seats": "178", "distance": "1723", "route_count": 1 }, { "seats": "200", "distance": "1721", "route_count": 1 }, { "seats": "172", "distance": "585", "route_count": 1 }, { "seats": "22", "distance": "594", "route_count": 1 }, { "seats": "179", "distance": "802", "route_count": 1 }, { "seats": "172", "distance": "606", "route_count": 1 }, { "seats": "172", "distance": "978", "route_count": 1 }, { "seats": "179", "distance": "783", "route_count": 1 }, { "seats": "22", "distance": "409", "route_count": 1 }, { "seats": "37", "distance": "316", "route_count": 1 }, { "seats": "172", "distance": "316", "route_count": 1 }, { "seats": "179", "distance": "599", "route_count": 1 }, { "seats": "200", "distance": "296", "route_count": 1 }, { "seats": "179", "distance": "911", "route_count": 1 }, { "seats": "179", "distance": "240", "route_count": 1 }, { "seats": "178", "distance": "1515", "route_count": 1 }, { "seats": "22", "distance": "552", "route_count": 1 }, { "seats": "22", "distance": "416", "route_count": 1 }, { "seats": "200", "distance": "647", "route_count": 1 }, { "seats": "2", "distance": "1723", "route_count": 1 }, { "seats": "172", "distance": "1249", "route_count": 1 }, { "seats": "200", "distance": "258", "route_count": 1 }, { "seats": "200", "distance": "740", "route_count": 1 }, { "seats": "22", "distance": "473", "route_count": 1 }, { "seats": "178", "distance": "621", "route_count": 1 }, { "seats": "179", "distance": "264", "route_count": 1 }, { "seats": "400", "distance": "589", "route_count": 1 }, { "seats": "172", "distance": "1745", "route_count": 1 }, { "seats": "172", "distance": "403", "route_count": 1 }, { "seats": "178", "distance": "843", "route_count": 1 }, { "seats": "179", "distance": "1197", "route_count": 1 }, { "seats": "178", "distance": "1835", "route_count": 1 }, { "seats": "172", "distance": "1440", "route_count": 1 }, { "seats": "178", "distance": "849", "route_count": 1 }, { "seats": "179", "distance": "1041", "route_count": 1 }, { "seats": "178", "distance": "1846", "route_count": 1 }, { "seats": "178", "distance": "1781", "route_count": 1 }, { "seats": "178", "distance": "1726", "route_count": 1 }, { "seats": "172", "distance": "1437", "route_count": 1 }, { "seats": "55", "distance": "740", "route_count": 1 }, { "seats": "172", "distance": "522", "route_count": 1 }, { "seats": "172", "distance": "1118", "route_count": 1 }, { "seats": "130", "distance": "606", "route_count": 1 }, { "seats": "200", "distance": "717", "route_count": 1 }, { "seats": "178", "distance": "867", "route_count": 1 }, { "seats": "22", "distance": "621", "route_count": 1 }, { "seats": "179", "distance": "612", "route_count": 1 }, { "seats": "200", "distance": "888", "route_count": 1 }, { "seats": "179", "distance": "589", "route_count": 1 }, { "seats": "178", "distance": "177", "route_count": 1 }, { "seats": "172", "distance": "733", "route_count": 1 }, { "seats": "400", "distance": "1197", "route_count": 1 }, { "seats": "178", "distance": "678", "route_count": 1 }, { "seats": "172", "distance": "528", "route_count": 1 }, { "seats": "2", "distance": "1846", "route_count": 1 }, { "seats": "179", "distance": "1829", "route_count": 1 }, { "seats": "172", "distance": "607", "route_count": 1 }, { "seats": "172", "distance": "1012", "route_count": 1 }, { "seats": "145", "distance": "491", "route_count": 1 }, { "seats": "178", "distance": "1700", "route_count": 1 }, { "seats": "179", "distance": "1144", "route_count": 1 } ]
SELECT aircraft_models_0."seats" as "seats", base."distance" as "distance", count(distinct CONCAT(base."origin",base."destination")) as "route_count" FROM '../data/flights.parquet' as base LEFT JOIN '../data/aircraft.parquet' AS aircraft_0 ON base."tail_num"=aircraft_0."tail_num" LEFT JOIN '../data/aircraft_models.parquet' AS aircraft_models_0 ON aircraft_0."aircraft_model_code"=aircraft_models_0."aircraft_model_code" WHERE base."origin"='ORD' GROUP BY 1,2 ORDER BY 3 desc NULLS LAST
Run as a trellis
run: flights -> { group_by: origin # scatter_chart nest: seats_by_distance_scatter_chart is { group_by: seats is aircraft.aircraft_models.seats group_by: distance is distance aggregate: route_count is count(concat(origin, destination)) } }
[ { "origin": "ABE", "seats_by_distance_scatter_chart": [ { "seats": "55", "distance": "339", "route_count": 1 }, { "seats": "55", "distance": "503", "route_count": 1 }, { "seats": "149", "distance": "692", "route_count": 1 }, { "seats": "70", "distance": "55", "route_count": 1 }, { "seats": "55", "distance": "692", "route_count": 1 }, { "seats": "149", "distance": "906", "route_count": 1 }, { "seats": "130", "distance": "906", "route_count": 1 }, { "seats": "179", "distance": "480", "route_count": 1 }, { "seats": "149", "distance": "77", "route_count": 1 }, { "seats": "37", "distance": "339", "route_count": 1 }, { "seats": "149", "distance": "480", "route_count": 1 }, { "seats": "149", "distance": "253", "route_count": 1 } ] }, { "origin": "ABI", "seats_by_distance_scatter_chart": [ { "seats": "39", "distance": "158", "route_count": 1 }, { "seats": "55", "distance": "307", "route_count": 1 }, { "seats": "37", "distance": "158", "route_count": 1 } ] }, { "origin": "ABQ", "seats_by_distance_scatter_chart": [ { "seats": "178", "distance": "1240", "route_count": 1 }, { "seats": "200", "distance": "349", "route_count": 1 }, { "seats": "140", "distance": "332", "route_count": 1 }, { "seats": "140", "distance": "1552", "route_count": 1 }, { "seats": "140", "distance": "934", "route_count": 1 }, { "seats": "172", "distance": "934", "route_count": 1 }, { "seats": "149", "distance": "580", "route_count": 1 }, { "seats": "140", "distance": "1111", "route_count": 1 }, { "seats": "149", "distance": "1269", "route_count": 1 }, { "seats": "149", "distance": "759", "route_count": 1 }, { "seats": "140", "distance": "677", "route_count": 1 }, { "seats": "200", "distance": "1118", "route_count": 1 }, { "seats": "149", "distance": "744", "route_count": 1 }, { "seats": "134", "distance": "981", "route_count": 1 }, { "seats": "140", "distance": "1180", "route_count": 1 }, { "seats": "149", "distance": "493", "route_count": 1 }, { "seats": "140", "distance": "580", 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"seats_by_distance_scatter_chart": [ { "seats": "55", "distance": "396", "route_count": 1 }, { "seats": "134", "distance": "207", "route_count": 1 } ] }, { "origin": "TXK", "seats_by_distance_scatter_chart": [ { "seats": "39", "distance": "181", "route_count": 1 }, { "seats": "32", "distance": "181", "route_count": 1 }, { "seats": "37", "distance": "181", "route_count": 1 } ] }, { "origin": "TYR", "seats_by_distance_scatter_chart": [ { "seats": "39", "distance": "103", "route_count": 1 }, { "seats": "37", "distance": "103", "route_count": 1 } ] }, { "origin": "TYS", "seats_by_distance_scatter_chart": [ { "seats": "55", "distance": "631", "route_count": 1 }, { "seats": "55", "distance": "226", "route_count": 1 }, { "seats": "130", "distance": "152", "route_count": 1 }, { "seats": "55", "distance": "403", "route_count": 1 }, { "seats": "55", "distance": "772", "route_count": 1 }, { "seats": "55", "distance": "647", "route_count": 1 }, { "seats": "149", "distance": "152", "route_count": 1 }, { "seats": "22", "distance": "772", "route_count": 1 }, { "seats": "76", "distance": "152", "route_count": 1 }, { "seats": "37", "distance": "631", "route_count": 1 }, { "seats": "37", "distance": "403", "route_count": 1 }, { "seats": "55", "distance": "152", "route_count": 1 } ] }, { "origin": "VCT", "seats_by_distance_scatter_chart": [ { "seats": "37", "distance": "123", "route_count": 1 }, { "seats": "55", "distance": "123", "route_count": 1 } ] }, { "origin": "VLD", "seats_by_distance_scatter_chart": [ { "seats": "76", "distance": "208", "route_count": 1 }, { "seats": "32", "distance": "208", "route_count": 1 } ] }, { "origin": "VPS", "seats_by_distance_scatter_chart": [ { "seats": "76", "distance": "264", "route_count": 1 }, { "seats": "55", "distance": "264", "route_count": 1 }, { "seats": "55", "distance": "608", "route_count": 1 }, { "seats": "55", "distance": "510", "route_count": 1 } ] }, { "origin": "XNA", "seats_by_distance_scatter_chart": [ { "seats": "172", "distance": "281", "route_count": 1 }, { "seats": "39", "distance": "281", "route_count": 1 }, { "seats": "32", "distance": "281", "route_count": 1 }, { "seats": "22", "distance": "281", "route_count": 1 }, { "seats": "55", "distance": "561", "route_count": 1 }, { "seats": "37", "distance": "758", "route_count": 1 }, { "seats": "55", "distance": "758", "route_count": 1 }, { "seats": "55", "distance": "438", "route_count": 1 }, { "seats": "22", "distance": "1371", "route_count": 1 }, { "seats": "55", "distance": "589", "route_count": 1 }, { "seats": "37", "distance": "438", "route_count": 1 }, { "seats": "22", "distance": "522", "route_count": 1 }, { "seats": "172", "distance": "522", "route_count": 1 }, { "seats": "55", "distance": "1130", "route_count": 1 }, { "seats": "37", "distance": "281", "route_count": 1 } ] } ]
WITH __stage0 AS ( SELECT group_set, base."origin" as "origin__0", CASE WHEN group_set=1 THEN aircraft_models_0."seats" END as "seats__1", CASE WHEN group_set=1 THEN base."distance" END as "distance__1", CASE WHEN group_set=1 THEN count(distinct CONCAT(base."origin",base."destination")) END as "route_count__1" FROM '../data/flights.parquet' as base LEFT JOIN '../data/aircraft.parquet' AS aircraft_0 ON base."tail_num"=aircraft_0."tail_num" LEFT JOIN '../data/aircraft_models.parquet' AS aircraft_models_0 ON aircraft_0."aircraft_model_code"=aircraft_models_0."aircraft_model_code" CROSS JOIN (SELECT UNNEST(GENERATE_SERIES(0,1,1)) as group_set ) as group_set GROUP BY 1,2,3,4 ) SELECT "origin__0" as "origin", COALESCE(LIST({ "seats": "seats__1", "distance": "distance__1", "route_count": "route_count__1"} ORDER BY "route_count__1" DESC NULLS LAST) FILTER (WHERE group_set=1),[]) as "seats_by_distance_scatter_chart" FROM __stage0 GROUP BY 1 ORDER BY 1 asc NULLS LAST