Malloy Documentation
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Scatter charts compare two numeric values.

Model for this example

document
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
}
document
# 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))
}
QUERY RESULTS
[
  {
    "seats": 200,
    "distance": 1437,
    "route_count": 2
  },
  {
    "seats": 179,
    "distance": 1437,
    "route_count": 2
  },
  {
    "seats": 172,
    "distance": 867,
    "route_count": 1
  },
  {
    "seats": 172,
    "distance": 783,
    "route_count": 1
  },
  {
    "seats": 200,
    "distance": 783,
    "route_count": 1
  },
  {
    "seats": 22,
    "distance": 316,
    "route_count": 1
  },
  {
    "seats": 179,
    "distance": 911,
    "route_count": 1
  },
  {
    "seats": 200,
    "distance": 264,
    "route_count": 1
  },
  {
    "seats": 200,
    "distance": 240,
    "route_count": 1
  },
  {
    "seats": 200,
    "distance": 802,
    "route_count": 1
  },
  {
    "seats": 179,
    "distance": 235,
    "route_count": 1
  },
  {
    "seats": 200,
    "distance": 235,
    "route_count": 1
  },
  {
    "seats": 145,
    "distance": 235,
    "route_count": 1
  },
  {
    "seats": 172,
    "distance": 719,
    "route_count": 1
  },
  {
    "seats": 2,
    "distance": 1745,
    "route_count": 1
  },
  {
    "seats": 178,
    "distance": 403,
    "route_count": 1
  },
  {
    "seats": 134,
    "distance": 334,
    "route_count": 1
  },
  {
    "seats": 182,
    "distance": 334,
    "route_count": 1
  },
  {
    "seats": 172,
    "distance": 693,
    "route_count": 1
  },
  {
    "seats": 400,
    "distance": 1721,
    "route_count": 1
  },
  {
    "seats": 172,
    "distance": 1829,
    "route_count": 1
  },
  {
    "seats": 2,
    "distance": 4184,
    "route_count": 1
  },
  {
    "seats": 22,
    "distance": 522,
    "route_count": 1
  },
  {
    "seats": 55,
    "distance": 316,
    "route_count": 1
  },
  {
    "seats": 200,
    "distance": 599,
    "route_count": 1
  },
  {
    "seats": 200,
    "distance": 911,
    "route_count": 1
  },
  {
    "seats": 179,
    "distance": 240,
    "route_count": 1
  },
  {
    "seats": 172,
    "distance": 802,
    "route_count": 1
  },
  {
    "seats": 179,
    "distance": 299,
    "route_count": 1
  },
  {
    "seats": 200,
    "distance": 299,
    "route_count": 1
  },
  {
    "seats": 179,
    "distance": 1182,
    "route_count": 1
  },
  {
    "seats": 179,
    "distance": 1005,
    "route_count": 1
  },
  {
    "seats": 178,
    "distance": 1440,
    "route_count": 1
  },
  {
    "seats": 172,
    "distance": 1120,
    "route_count": 1
  },
  {
    "seats": 179,
    "distance": 1120,
    "route_count": 1
  },
  {
    "seats": 179,
    "distance": 1041,
    "route_count": 1
  },
  {
    "seats": 200,
    "distance": 1829,
    "route_count": 1
  },
  {
    "seats": 330,
    "distance": 606,
    "route_count": 1
  },
  {
    "seats": 179,
    "distance": 783,
    "route_count": 1
  },
  {
    "seats": 178,
    "distance": 316,
    "route_count": 1
  },
  {
    "seats": 179,
    "distance": 264,
    "route_count": 1
  },
  {
    "seats": 172,
    "distance": 612,
    "route_count": 1
  },
  {
    "seats": 200,
    "distance": 612,
    "route_count": 1
  },
  {
    "seats": 179,
    "distance": 802,
    "route_count": 1
  },
  {
    "seats": 200,
    "distance": 719,
    "route_count": 1
  },
  {
    "seats": 178,
    "distance": 733,
    "route_count": 1
  },
  {
    "seats": 172,
    "distance": 1005,
    "route_count": 1
  },
  {
    "seats": 70,
    "distance": 678,
    "route_count": 1
  },
  {
    "seats": 70,
    "distance": 412,
    "route_count": 1
  },
  {
    "seats": 22,
    "distance": 900,
    "route_count": 1
  },
  {
    "seats": 22,
    "distance": 528,
    "route_count": 1
  },
  {
    "seats": 200,
    "distance": 1120,
    "route_count": 1
  },
  {
    "seats": 200,
    "distance": 2072,
    "route_count": 1
  },
  {
    "seats": 178,
    "distance": 1249,
    "route_count": 1
  },
  {
    "seats": 178,
    "distance": 1012,
    "route_count": 1
  },
  {
    "seats": 22,
    "distance": 137,
    "route_count": 1
  },
  {
    "seats": 2,
    "distance": 4243,
    "route_count": 1
  },
  {
    "seats": 22,
    "distance": 588,
    "route_count": 1
  },
  {
    "seats": 179,
    "distance": 1144,
    "route_count": 1
  },
  {
    "seats": 172,
    "distance": 1144,
    "route_count": 1
  },
  {
    "seats": 200,
    "distance": 1144,
    "route_count": 1
  },
  {
    "seats": 22,
    "distance": 286,
    "route_count": 1
  },
  {
    "seats": 178,
    "distance": 606,
    "route_count": 1
  },
  {
    "seats": 22,
    "distance": 606,
    "route_count": 1
  },
  {
    "seats": 179,
    "distance": 599,
    "route_count": 1
  },
  {
    "seats": 179,
    "distance": 612,
    "route_count": 1
  },
  {
    "seats": 400,
    "distance": 888,
    "route_count": 1
  },
  {
    "seats": 172,
    "distance": 235,
    "route_count": 1
  },
  {
    "seats": 179,
    "distance": 719,
    "route_count": 1
  },
  {
    "seats": 172,
    "distance": 1182,
    "route_count": 1
  },
  {
    "seats": 200,
    "distance": 1182,
    "route_count": 1
  },
  {
    "seats": 200,
    "distance": 589,
    "route_count": 1
  },
  {
    "seats": 179,
    "distance": 589,
    "route_count": 1
  },
  {
    "seats": 55,
    "distance": 925,
    "route_count": 1
  },
  {
    "seats": 178,
    "distance": 1745,
    "route_count": 1
  },
  {
    "seats": 255,
    "distance": 1745,
    "route_count": 1
  },
  {
    "seats": 200,
    "distance": 1005,
    "route_count": 1
  },
  {
    "seats": 172,
    "distance": 1197,
    "route_count": 1
  },
  {
    "seats": 200,
    "distance": 1197,
    "route_count": 1
  },
  {
    "seats": 179,
    "distance": 1197,
    "route_count": 1
  },
  {
    "seats": 172,
    "distance": 1041,
    "route_count": 1
  },
  {
    "seats": 200,
    "distance": 1041,
    "route_count": 1
  },
  {
    "seats": 179,
    "distance": 1829,
    "route_count": 1
  },
  {
    "seats": 200,
    "distance": 2116,
    "route_count": 1
  },
  {
    "seats": 22,
    "distance": 607,
    "route_count": 1
  },
  {
    "seats": 200,
    "distance": 723,
    "route_count": 1
  },
  {
    "seats": 178,
    "distance": 621,
    "route_count": 1
  },
  {
    "seats": 172,
    "distance": 296,
    "route_count": 1
  },
  {
    "seats": 200,
    "distance": 296,
    "route_count": 1
  },
  {
    "seats": 200,
    "distance": 888,
    "route_count": 1
  },
  {
    "seats": 149,
    "distance": 719,
    "route_count": 1
  },
  {
    "seats": 400,
    "distance": 589,
    "route_count": 1
  },
  {
    "seats": 55,
    "distance": 753,
    "route_count": 1
  },
  {
    "seats": 178,
    "distance": 416,
    "route_count": 1
  },
  {
    "seats": 172,
    "distance": 1671,
    "route_count": 1
  },
  {
    "seats": 2,
    "distance": 1723,
    "route_count": 1
  },
  {
    "seats": 178,
    "distance": 1726,
    "route_count": 1
  },
  {
    "seats": 179,
    "distance": 258,
    "route_count": 1
  },
  {
    "seats": 200,
    "distance": 258,
    "route_count": 1
  },
  {
    "seats": 172,
    "distance": 723,
    "route_count": 1
  },
  {
    "seats": 22,
    "distance": 409,
    "route_count": 1
  },
  {
    "seats": 179,
    "distance": 296,
    "route_count": 1
  },
  {
    "seats": 178,
    "distance": 177,
    "route_count": 1
  },
  {
    "seats": 179,
    "distance": 334,
    "route_count": 1
  },
  {
    "seats": 172,
    "distance": 334,
    "route_count": 1
  },
  {
    "seats": 172,
    "distance": 647,
    "route_count": 1
  },
  {
    "seats": 200,
    "distance": 647,
    "route_count": 1
  },
  {
    "seats": 178,
    "distance": 1723,
    "route_count": 1
  },
  {
    "seats": 200,
    "distance": 740,
    "route_count": 1
  },
  {
    "seats": 200,
    "distance": 717,
    "route_count": 1
  },
  {
    "seats": 179,
    "distance": 723,
    "route_count": 1
  },
  {
    "seats": 178,
    "distance": 867,
    "route_count": 1
  },
  {
    "seats": 149,
    "distance": 599,
    "route_count": 1
  },
  {
    "seats": 172,
    "distance": 888,
    "route_count": 1
  },
  {
    "seats": 134,
    "distance": 235,
    "route_count": 1
  },
  {
    "seats": 182,
    "distance": 235,
    "route_count": 1
  },
  {
    "seats": 178,
    "distance": 1515,
    "route_count": 1
  },
  {
    "seats": 22,
    "distance": 552,
    "route_count": 1
  },
  {
    "seats": 178,
    "distance": 843,
    "route_count": 1
  },
  {
    "seats": 145,
    "distance": 334,
    "route_count": 1
  },
  {
    "seats": 172,
    "distance": 1081,
    "route_count": 1
  },
  {
    "seats": 178,
    "distance": 1739,
    "route_count": 1
  },
  {
    "seats": 178,
    "distance": 678,
    "route_count": 1
  },
  {
    "seats": 178,
    "distance": 849,
    "route_count": 1
  },
  {
    "seats": 172,
    "distance": 1721,
    "route_count": 1
  },
  {
    "seats": 200,
    "distance": 1721,
    "route_count": 1
  },
  {
    "seats": 179,
    "distance": 1721,
    "route_count": 1
  },
  {
    "seats": 178,
    "distance": 1846,
    "route_count": 1
  },
  {
    "seats": 255,
    "distance": 1846,
    "route_count": 1
  },
  {
    "seats": 172,
    "distance": 258,
    "route_count": 1
  },
  {
    "seats": 172,
    "distance": 1236,
    "route_count": 1
  },
  {
    "seats": 130,
    "distance": 606,
    "route_count": 1
  },
  {
    "seats": 22,
    "distance": 473,
    "route_count": 1
  },
  {
    "seats": 22,
    "distance": 621,
    "route_count": 1
  },
  {
    "seats": 179,
    "distance": 888,
    "route_count": 1
  },
  {
    "seats": 22,
    "distance": 177,
    "route_count": 1
  },
  {
    "seats": 400,
    "distance": 1197,
    "route_count": 1
  },
  {
    "seats": 200,
    "distance": 334,
    "route_count": 1
  },
  {
    "seats": 178,
    "distance": 837,
    "route_count": 1
  },
  {
    "seats": 178,
    "distance": 1835,
    "route_count": 1
  },
  {
    "seats": 22,
    "distance": 416,
    "route_count": 1
  },
  {
    "seats": 179,
    "distance": 647,
    "route_count": 1
  },
  {
    "seats": 2,
    "distance": 1846,
    "route_count": 1
  },
  {
    "seats": 178,
    "distance": 1781,
    "route_count": 1
  },
  {
    "seats": 172,
    "distance": 473,
    "route_count": 1
  },
  {
    "seats": 130,
    "distance": 1182,
    "route_count": 1
  },
  {
    "seats": 179,
    "distance": 177,
    "route_count": 1
  },
  {
    "seats": 172,
    "distance": 177,
    "route_count": 1
  },
  {
    "seats": 200,
    "distance": 1515,
    "route_count": 1
  },
  {
    "seats": 179,
    "distance": 843,
    "route_count": 1
  },
  {
    "seats": 200,
    "distance": 843,
    "route_count": 1
  },
  {
    "seats": 178,
    "distance": 334,
    "route_count": 1
  },
  {
    "seats": 172,
    "distance": 837,
    "route_count": 1
  },
  {
    "seats": 200,
    "distance": 837,
    "route_count": 1
  },
  {
    "seats": 200,
    "distance": 416,
    "route_count": 1
  },
  {
    "seats": 172,
    "distance": 678,
    "route_count": 1
  },
  {
    "seats": 179,
    "distance": 412,
    "route_count": 1
  },
  {
    "seats": 179,
    "distance": 849,
    "route_count": 1
  },
  {
    "seats": 179,
    "distance": 1723,
    "route_count": 1
  },
  {
    "seats": 178,
    "distance": 1721,
    "route_count": 1
  },
  {
    "seats": 179,
    "distance": 1846,
    "route_count": 1
  },
  {
    "seats": 179,
    "distance": 1781,
    "route_count": 1
  },
  {
    "seats": 172,
    "distance": 1726,
    "route_count": 1
  },
  {
    "seats": 179,
    "distance": 763,
    "route_count": 1
  },
  {
    "seats": 200,
    "distance": 590,
    "route_count": 1
  },
  {
    "seats": 400,
    "distance": 4243,
    "route_count": 1
  },
  {
    "seats": 55,
    "distance": 740,
    "route_count": 1
  },
  {
    "seats": 179,
    "distance": 594,
    "route_count": 1
  },
  {
    "seats": 200,
    "distance": 867,
    "route_count": 1
  },
  {
    "seats": 70,
    "distance": 612,
    "route_count": 1
  },
  {
    "seats": 200,
    "distance": 177,
    "route_count": 1
  },
  {
    "seats": 172,
    "distance": 1515,
    "route_count": 1
  },
  {
    "seats": 179,
    "distance": 1515,
    "route_count": 1
  },
  {
    "seats": 400,
    "distance": 1745,
    "route_count": 1
  },
  {
    "seats": 172,
    "distance": 1735,
    "route_count": 1
  },
  {
    "seats": 179,
    "distance": 837,
    "route_count": 1
  },
  {
    "seats": 179,
    "distance": 416,
    "route_count": 1
  },
  {
    "seats": 200,
    "distance": 1739,
    "route_count": 1
  },
  {
    "seats": 200,
    "distance": 678,
    "route_count": 1
  },
  {
    "seats": 200,
    "distance": 412,
    "route_count": 1
  },
  {
    "seats": 172,
    "distance": 849,
    "route_count": 1
  },
  {
    "seats": 172,
    "distance": 1723,
    "route_count": 1
  },
  {
    "seats": 200,
    "distance": 1723,
    "route_count": 1
  },
  {
    "seats": 200,
    "distance": 1781,
    "route_count": 1
  },
  {
    "seats": 200,
    "distance": 1726,
    "route_count": 1
  },
  {
    "seats": 200,
    "distance": 409,
    "route_count": 1
  },
  {
    "seats": 179,
    "distance": 473,
    "route_count": 1
  },
  {
    "seats": 200,
    "distance": 473,
    "route_count": 1
  },
  {
    "seats": 172,
    "distance": 621,
    "route_count": 1
  },
  {
    "seats": 179,
    "distance": 621,
    "route_count": 1
  },
  {
    "seats": 200,
    "distance": 621,
    "route_count": 1
  },
  {
    "seats": 149,
    "distance": 316,
    "route_count": 1
  },
  {
    "seats": 130,
    "distance": 264,
    "route_count": 1
  },
  {
    "seats": 149,
    "distance": 925,
    "route_count": 1
  },
  {
    "seats": 22,
    "distance": 215,
    "route_count": 1
  },
  {
    "seats": 22,
    "distance": 334,
    "route_count": 1
  },
  {
    "seats": 179,
    "distance": 1835,
    "route_count": 1
  },
  {
    "seats": 179,
    "distance": 1652,
    "route_count": 1
  },
  {
    "seats": 200,
    "distance": 849,
    "route_count": 1
  },
  {
    "seats": 172,
    "distance": 1846,
    "route_count": 1
  },
  {
    "seats": 172,
    "distance": 1781,
    "route_count": 1
  },
  {
    "seats": 22,
    "distance": 723,
    "route_count": 1
  },
  {
    "seats": 172,
    "distance": 409,
    "route_count": 1
  },
  {
    "seats": 179,
    "distance": 867,
    "route_count": 1
  },
  {
    "seats": 200,
    "distance": 606,
    "route_count": 1
  },
  {
    "seats": 179,
    "distance": 972,
    "route_count": 1
  },
  {
    "seats": 179,
    "distance": 316,
    "route_count": 1
  },
  {
    "seats": 22,
    "distance": 299,
    "route_count": 1
  },
  {
    "seats": 178,
    "distance": 235,
    "route_count": 1
  },
  {
    "seats": 178,
    "distance": 719,
    "route_count": 1
  },
  {
    "seats": 2,
    "distance": 1182,
    "route_count": 1
  },
  {
    "seats": 149,
    "distance": 1515,
    "route_count": 1
  },
  {
    "seats": 200,
    "distance": 1745,
    "route_count": 1
  },
  {
    "seats": 200,
    "distance": 733,
    "route_count": 1
  },
  {
    "seats": 172,
    "distance": 403,
    "route_count": 1
  },
  {
    "seats": 172,
    "distance": 528,
    "route_count": 1
  },
  {
    "seats": 200,
    "distance": 1249,
    "route_count": 1
  },
  {
    "seats": 179,
    "distance": 1249,
    "route_count": 1
  },
  {
    "seats": 200,
    "distance": 1012,
    "route_count": 1
  },
  {
    "seats": 172,
    "distance": 1437,
    "route_count": 1
  },
  {
    "seats": 179,
    "distance": 1498,
    "route_count": 1
  },
  {
    "seats": 179,
    "distance": 137,
    "route_count": 1
  },
  {
    "seats": 172,
    "distance": 972,
    "route_count": 1
  },
  {
    "seats": 172,
    "distance": 978,
    "route_count": 1
  },
  {
    "seats": 200,
    "distance": 972,
    "route_count": 1
  },
  {
    "seats": 37,
    "distance": 316,
    "route_count": 1
  },
  {
    "seats": 178,
    "distance": 911,
    "route_count": 1
  },
  {
    "seats": 55,
    "distance": 264,
    "route_count": 1
  },
  {
    "seats": 178,
    "distance": 264,
    "route_count": 1
  },
  {
    "seats": 178,
    "distance": 612,
    "route_count": 1
  },
  {
    "seats": 178,
    "distance": 299,
    "route_count": 1
  },
  {
    "seats": 178,
    "distance": 589,
    "route_count": 1
  },
  {
    "seats": 172,
    "distance": 925,
    "route_count": 1
  },
  {
    "seats": 172,
    "distance": 733,
    "route_count": 1
  },
  {
    "seats": 178,
    "distance": 1005,
    "route_count": 1
  },
  {
    "seats": 2,
    "distance": 1197,
    "route_count": 1
  },
  {
    "seats": 22,
    "distance": 693,
    "route_count": 1
  },
  {
    "seats": 200,
    "distance": 1440,
    "route_count": 1
  },
  {
    "seats": 179,
    "distance": 1440,
    "route_count": 1
  },
  {
    "seats": 178,
    "distance": 1120,
    "route_count": 1
  },
  {
    "seats": 172,
    "distance": 1012,
    "route_count": 1
  },
  {
    "seats": 200,
    "distance": 642,
    "route_count": 1
  },
  {
    "seats": 172,
    "distance": 522,
    "route_count": 1
  },
  {
    "seats": 172,
    "distance": 1118,
    "route_count": 1
  },
  {
    "seats": 172,
    "distance": 316,
    "route_count": 1
  },
  {
    "seats": 200,
    "distance": 316,
    "route_count": 1
  },
  {
    "seats": 22,
    "distance": 911,
    "route_count": 1
  },
  {
    "seats": 22,
    "distance": 240,
    "route_count": 1
  },
  {
    "seats": 22,
    "distance": 738,
    "route_count": 1
  },
  {
    "seats": 179,
    "distance": 1745,
    "route_count": 1
  },
  {
    "seats": 179,
    "distance": 733,
    "route_count": 1
  },
  {
    "seats": 200,
    "distance": 403,
    "route_count": 1
  },
  {
    "seats": 178,
    "distance": 1197,
    "route_count": 1
  },
  {
    "seats": 172,
    "distance": 1440,
    "route_count": 1
  },
  {
    "seats": 149,
    "distance": 412,
    "route_count": 1
  },
  {
    "seats": 400,
    "distance": 1846,
    "route_count": 1
  },
  {
    "seats": 2,
    "distance": 2072,
    "route_count": 1
  },
  {
    "seats": 172,
    "distance": 1249,
    "route_count": 1
  },
  {
    "seats": 172,
    "distance": 607,
    "route_count": 1
  },
  {
    "seats": 172,
    "distance": 585,
    "route_count": 1
  },
  {
    "seats": 200,
    "distance": 1498,
    "route_count": 1
  },
  {
    "seats": 182,
    "distance": 491,
    "route_count": 1
  },
  {
    "seats": 22,
    "distance": 67,
    "route_count": 1
  },
  {
    "seats": 178,
    "distance": 1144,
    "route_count": 1
  },
  {
    "seats": 179,
    "distance": 642,
    "route_count": 1
  },
  {
    "seats": 179,
    "distance": 606,
    "route_count": 1
  },
  {
    "seats": 172,
    "distance": 606,
    "route_count": 1
  },
  {
    "seats": 178,
    "distance": 783,
    "route_count": 1
  },
  {
    "seats": 55,
    "distance": 719,
    "route_count": 1
  },
  {
    "seats": 178,
    "distance": 1182,
    "route_count": 1
  },
  {
    "seats": 179,
    "distance": 925,
    "route_count": 1
  },
  {
    "seats": 200,
    "distance": 925,
    "route_count": 1
  },
  {
    "seats": 172,
    "distance": 1745,
    "route_count": 1
  },
  {
    "seats": 179,
    "distance": 403,
    "route_count": 1
  },
  {
    "seats": 149,
    "distance": 678,
    "route_count": 1
  },
  {
    "seats": 179,
    "distance": 528,
    "route_count": 1
  },
  {
    "seats": 200,
    "distance": 528,
    "route_count": 1
  },
  {
    "seats": 178,
    "distance": 1829,
    "route_count": 1
  },
  {
    "seats": 179,
    "distance": 607,
    "route_count": 1
  },
  {
    "seats": 200,
    "distance": 607,
    "route_count": 1
  },
  {
    "seats": 179,
    "distance": 1012,
    "route_count": 1
  },
  {
    "seats": 22,
    "distance": 196,
    "route_count": 1
  },
  {
    "seats": 200,
    "distance": 137,
    "route_count": 1
  },
  {
    "seats": 134,
    "distance": 491,
    "route_count": 1
  },
  {
    "seats": 178,
    "distance": 67,
    "route_count": 1
  },
  {
    "seats": 22,
    "distance": 594,
    "route_count": 1
  },
  {
    "seats": 178,
    "distance": 1700,
    "route_count": 1
  },
  {
    "seats": 179,
    "distance": 717,
    "route_count": 1
  },
  {
    "seats": 178,
    "distance": 296,
    "route_count": 1
  },
  {
    "seats": 22,
    "distance": 296,
    "route_count": 1
  },
  {
    "seats": 178,
    "distance": 888,
    "route_count": 1
  },
  {
    "seats": 179,
    "distance": 466,
    "route_count": 1
  },
  {
    "seats": 130,
    "distance": 1005,
    "route_count": 1
  },
  {
    "seats": 200,
    "distance": 1835,
    "route_count": 1
  },
  {
    "seats": 172,
    "distance": 416,
    "route_count": 1
  },
  {
    "seats": 179,
    "distance": 1739,
    "route_count": 1
  },
  {
    "seats": 172,
    "distance": 1739,
    "route_count": 1
  },
  {
    "seats": 179,
    "distance": 678,
    "route_count": 1
  },
  {
    "seats": 149,
    "distance": 1440,
    "route_count": 1
  },
  {
    "seats": 172,
    "distance": 1652,
    "route_count": 1
  },
  {
    "seats": 200,
    "distance": 1846,
    "route_count": 1
  },
  {
    "seats": 179,
    "distance": 1726,
    "route_count": 1
  },
  {
    "seats": 178,
    "distance": 2846,
    "route_count": 1
  },
  {
    "seats": 200,
    "distance": 763,
    "route_count": 1
  },
  {
    "seats": 179,
    "distance": 590,
    "route_count": 1
  },
  {
    "seats": 200,
    "distance": 594,
    "route_count": 1
  },
  {
    "seats": 145,
    "distance": 491,
    "route_count": 1
  },
  {
    "seats": 200,
    "distance": 1700,
    "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

document
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))
  }
}
QUERY RESULTS
[
  {
    "origin": "ABE",
    "seats_by_distance_scatter_chart": [
      {
        "seats": 149,
        "distance": 692,
        "route_count": 1
      },
      {
        "seats": 37,
        "distance": 339,
        "route_count": 1
      },
      {
        "seats": 130,
        "distance": 906,
        "route_count": 1
      },
      {
        "seats": 55,
        "distance": 692,
        "route_count": 1
      },
      {
        "seats": 149,
        "distance": 480,
        "route_count": 1
      },
      {
        "seats": 149,
        "distance": 253,
        "route_count": 1
      },
      {
        "seats": 179,
        "distance": 480,
        "route_count": 1
      },
      {
        "seats": 149,
        "distance": 906,
        "route_count": 1
      },
      {
        "seats": 70,
        "distance": 55,
        "route_count": 1
      },
      {
        "seats": 149,
        "distance": 77,
        "route_count": 1
      },
      {
        "seats": 55,
        "distance": 503,
        "route_count": 1
      },
      {
        "seats": 55,
        "distance": 339,
        "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": 182,
        "distance": 981,
        "route_count": 1
      },
      {
        "seats": 140,
        "distance": 1670,
        "route_count": 1
      },
      {
        "seats": 149,
        "distance": 580,
        "route_count": 1
      },
      {
        "seats": 149,
        "distance": 1269,
        "route_count": 1
      },
      {
        "seats": 140,
        "distance": 580,
        "route_count": 1
      },
      {
        "seats": 149,
        "distance": 759,
        "route_count": 1
      },
      {
        "seats": 149,
        "distance": 744,
        "route_count": 1
      },
      {
        "seats": 145,
        "distance": 981,
        "route_count": 1
      },
      {
        "seats": 149,
        "distance": 493,
        "route_count": 1
      },
      {
        "seats": 179,
        "distance": 349,
        "route_count": 1
      },
      {
        "seats": 140,
        "distance": 759,
        "route_count": 1
      },
      {
        "seats": 140,
        "distance": 718,
        "route_count": 1
      },
      {
        "seats": 140,
        "distance": 628,
        "route_count": 1
      },
      {
        "seats": 149,
        "distance": 223,
        "route_count": 1
      },
      {
        "seats": 149,
        "distance": 718,
        "route_count": 1
      },
      {
        "seats": 140,
        "distance": 1121,
        "route_count": 1
      },
      {
        "seats": 149,
        "distance": 1121,
        "route_count": 1
      },
      {
        "seats": 172,
        "distance": 1118,
        "route_count": 1
      },
      {
        "seats": 149,
        "distance": 628,
        "route_count": 1
      },
      {
        "seats": 149,
        "distance": 1497,
        "route_count": 1
      },
      {
        "seats": 149,
        "distance": 889,
        "route_count": 1
      },
      {
        "seats": 149,
        "distance": 328,
        "route_count": 1
      },
      {
        "seats": 140,
        "distance": 1497,
        "route_count": 1
      },
      {
        "seats": 140,
        "distance": 223,
        "route_count": 1
      },
      {
        "seats": 140,
        "distance": 889,
        "route_count": 1
      },
      {
        "seats": 140,
        "distance": 328,
        "route_count": 1
      },
      {
        "seats": 178,
        "distance": 1269,
        "route_count": 1
      },
      {
        "seats": 55,
        "distance": 744,
        "route_count": 1
      },
      {
        "seats": 149,
        "distance": 677,
        "route_count": 1
      },
      {
        "seats": 149,
        "distance": 1111,
        "route_count": 1
      },
      {
        "seats": 149,
        "distance": 934,
        "route_count": 1
      },
      {
        "seats": 149,
        "distance": 332,
        "route_count": 1
      },
      {
        "seats": 149,
        "distance": 1552,
        "route_count": 1
      },
      {
        "seats": 140,
        "distance": 934,
        "route_count": 1
      },
      {
        "seats": 140,
        "distance": 677,
        "route_count": 1
      },
      {
        "seats": 140,
        "distance": 332,
        "route_count": 1
      },
      {
        "seats": 140,
        "distance": 1552,
        "route_count": 1
      },
      {
        "seats": 140,
        "distance": 1111,
        "route_count": 1
      },
      {
        "seats": 140,
        "distance": 1180,
        "route_count": 1
      },
      {
        "seats": 149,
        "distance": 1180,
        "route_count": 1
      },
      {
        "seats": 172,
        "distance": 934,
        "route_count": 1
      },
      {
        "seats": 140,
        "distance": 277,
        "route_count": 1
      },
      {
        "seats": 178,
        "distance": 349,
        "route_count": 1
      },
      {
        "seats": 149,
        "distance": 487,
        "route_count": 1
      },
      {
        "seats": 140,
        "distance": 487,
        "route_count": 1
      },
      {
        "seats": 140,
        "distance": 321,
        "route_count": 1
      },
      {
        "seats": 140,
        "distance": 289,
        "route_count": 1
      },
      {
        "seats": 200,
        "distance": 1118,
        "route_count": 1
      },
      {
        "seats": 149,
        "distance": 277,
        "route_count": 1
      },
      {
        "seats": 200,
        "distance": 349,
        "route_count": 1
      },
      {
        "seats": 172,
        "distance": 569,
        "route_count": 1
      },
      {
        "seats": 149,
        "distance": 289,
        "route_count": 1
      },
      {
        "seats": 134,
        "distance": 981,
        "route_count": 1
      },
      {
        "seats": 149,
        "distance": 321,
        "route_count": 1
      }
    ]
  },
  {
    "origin": "ABY",
    "seats_by_distance_scatter_chart": [
      {
        "seats": 55,
        "distance": 146,
        "route_count": 1
      },
      {
        "seats": 76,
        "distance": 146,
        "route_count": 1
      },
      {
        "seats": 32,
        "distance": 146,
        "route_count": 1
      }
    ]
  },
  {
    "origin": "ACK",
    "seats_by_distance_scatter_chart": [
      {
        "seats": 37,
        "distance": 218,
        "route_count": 1
      },
      {
        "seats": 55,
        "distance": 218,
        "route_count": 1
      }
    ]
  },
  {
    "origin": "ACT",
    "seats_by_distance_scatter_chart": [
      {
        "seats": 39,
        "distance": 89,
        "route_count": 1
      },
      {
        "seats": 37,
        "distance": 89,
        "route_count": 1
      }
    ]
  },
  {
    "origin": "ACY",
    "seats_by_distance_scatter_chart": [
      {
        "seats": 55,
        "distance": 542,
        "route_count": 1
      }
    ]
  },
  {
    "origin": "AEX",
    "seats_by_distance_scatter_chart": [
      {
        "seats": 37,
        "distance": 190,
        "route_count": 1
      },
      {
        "seats": 32,
        "distance": 285,
        "route_count": 1
      },
      {
        "seats": 55,
        "distance": 190,
        "route_count": 1
      },
      {
        "seats": 32,
        "distance": 274,
        "route_count": 1
      }
    ]
  },
  {
    "origin": "AGS",
    "seats_by_distance_scatter_chart": [
      {
        "seats": 55,
        "distance": 143,
        "route_count": 1
      },
      {
        "seats": 76,
        "distance": 143,
        "route_count": 1
      },
      {
        "seats": 55,
        "distance": 663,
        "route_count": 1
      },
      {
        "seats": 37,
        "distance": 663,
        "route_count": 1
      },
      {
        "seats": 55,
        "distance": 821,
        "route_count": 1
      }
    ]
  },
  {
    "origin": "ALB",
    "seats_by_distance_scatter_chart": [
      {
        "seats": 37,
        "distance": 145,
        "route_count": 2
      },
      {
        "seats": 140,
        "distance": 1073,
        "route_count": 1
      },
      {
        "seats": 149,
        "distance": 288,
        "route_count": 1
      },
      {
        "seats": 200,
        "distance": 723,
        "route_count": 1
      },
      {
        "seats": 179,
        "distance": 723,
        "route_count": 1
      },
      {
        "seats": 70,
        "distance": 212,
        "route_count": 1
      },
      {
        "seats": 55,
        "distance": 143,
        "route_count": 1
      },
      {
        "seats": 172,
        "distance": 723,
        "route_count": 1
      },
      {
        "seats": 70,
        "distance": 367,
        "route_count": 1
      },
      {
        "seats": 182,
        "distance": 488,
        "route_count": 1
      },
      {
        "seats": 145,
        "distance": 488,
        "route_count": 1
      },
      {
        "seats": 130,
        "distance": 852,
        "route_count": 1
      },
      {
        "seats": 37,
        "distance": 143,
        "route_count": 1
      },
      {
        "seats": 149,
        "distance": 212,
        "route_count": 1
      },
      {
        "seats": 149,
        "distance": 367,
        "route_count": 1
      },
      {
        "seats": 140,
        "distance": 717,
        "route_count": 1
      },
      {
        "seats": 55,
        "distance": 623,
        "route_count": 1
      },
      {
        "seats": 22,
        "distance": 723,
        "route_count": 1
      },
      {
        "seats": 140,
        "distance": 2237,
        "route_count": 1
      },
      {
        "seats": 37,
        "distance": 424,
        "route_count": 1
      },
      {
        "seats": 149,
        "distance": 318,
        "route_count": 1
      },
      {
        "seats": 130,
        "distance": 1073,
        "route_count": 1
      },
      {
        "seats": 55,
        "distance": 424,
        "route_count": 1
      },
      {
        "seats": 149,
        "distance": 645,
        "route_count": 1
      },
      {
        "seats": 130,
        "distance": 623,
        "route_count": 1
      },
      {
        "seats": 149,
        "distance": 1073,
        "route_count": 1
      },
      {
        "seats": 140,
        "distance": 288,
        "route_count": 1
      },
      {
        "seats": 70,
        "distance": 318,
        "route_count": 1
      }
    ]
  },
  {
    "origin": "AMA",
    "seats_by_distance_scatter_chart": [
      {
        "seats": 172,
        "distance": 313,
        "route_count": 1
      },
      {
        "seats": 140,
        "distance": 277,
        "route_count": 1
      },
      {
        "seats": 39,
        "distance": 313,
        "route_count": 1
      },
      {
        "seats": 140,
        "distance": 758,
        "route_count": 1
      },
      {
        "seats": 140,
        "distance": 324,
        "route_count": 1
      },
      {
        "seats": 37,
        "distance": 313,
        "route_count": 1
      },
      {
        "seats": 22,
        "distance": 313,
        "route_count": 1
      },
      {
        "seats": 55,
        "distance": 519,
        "route_count": 1
      },
      {
        "seats": 149,
        "distance": 758,
        "route_count": 1
      },
      {
        "seats": 149,
        "distance": 277,
        "route_count": 1
      },
      {
        "seats": 149,
        "distance": 324,
        "route_count": 1
      }
    ]
  },
  {
    "origin": "ANC",
    "seats_by_distance_scatter_chart": [
      {
        "seats": 330,
        "distance": 3417,
        "route_count": 1
      },
      {
        "seats": 172,
        "distance": 1449,
        "route_count": 1
      },
      {
        "seats": 330,
        "distance": 1449,
        "route_count": 1
      },
      {
        "seats": 200,
        "distance": 2406,
        "route_count": 1
      },
      {
        "seats": 172,
        "distance": 2345,
        "route_count": 1
      },
      {
        "seats": 178,
        "distance": 2518,
        "route_count": 1
      },
      {
        "seats": 178,
        "distance": 1449,
        "route_count": 1
      },
      {
        "seats": 172,
        "distance": 1542,
        "route_count": 1
      },
      {
        "seats": 200,
        "distance": 1449,
        "route_count": 1
      },
      {
        "seats": 178,
        "distance": 261,
        "route_count": 1
      },
      {
        "seats": 275,
        "distance": 2797,
        "route_count": 1
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        "route_count": 1
      },
      {
        "seats": 149,
        "distance": 367,
        "route_count": 1
      },
      {
        "seats": 172,
        "distance": 1216,
        "route_count": 1
      }
    ]
  },
  {
    "origin": "TVC",
    "seats_by_distance_scatter_chart": [
      {
        "seats": 134,
        "distance": 207,
        "route_count": 1
      },
      {
        "seats": 55,
        "distance": 396,
        "route_count": 1
      }
    ]
  },
  {
    "origin": "TXK",
    "seats_by_distance_scatter_chart": [
      {
        "seats": 39,
        "distance": 181,
        "route_count": 1
      },
      {
        "seats": 37,
        "distance": 181,
        "route_count": 1
      },
      {
        "seats": 32,
        "distance": 181,
        "route_count": 1
      }
    ]
  },
  {
    "origin": "TYR",
    "seats_by_distance_scatter_chart": [
      {
        "seats": 37,
        "distance": 103,
        "route_count": 1
      },
      {
        "seats": 39,
        "distance": 103,
        "route_count": 1
      }
    ]
  },
  {
    "origin": "TYS",
    "seats_by_distance_scatter_chart": [
      {
        "seats": 149,
        "distance": 152,
        "route_count": 1
      },
      {
        "seats": 37,
        "distance": 403,
        "route_count": 1
      },
      {
        "seats": 55,
        "distance": 647,
        "route_count": 1
      },
      {
        "seats": 55,
        "distance": 772,
        "route_count": 1
      },
      {
        "seats": 55,
        "distance": 403,
        "route_count": 1
      },
      {
        "seats": 55,
        "distance": 152,
        "route_count": 1
      },
      {
        "seats": 76,
        "distance": 152,
        "route_count": 1
      },
      {
        "seats": 37,
        "distance": 631,
        "route_count": 1
      },
      {
        "seats": 22,
        "distance": 772,
        "route_count": 1
      },
      {
        "seats": 130,
        "distance": 152,
        "route_count": 1
      },
      {
        "seats": 55,
        "distance": 226,
        "route_count": 1
      },
      {
        "seats": 55,
        "distance": 631,
        "route_count": 1
      }
    ]
  },
  {
    "origin": "VCT",
    "seats_by_distance_scatter_chart": [
      {
        "seats": 55,
        "distance": 123,
        "route_count": 1
      },
      {
        "seats": 37,
        "distance": 123,
        "route_count": 1
      }
    ]
  },
  {
    "origin": "VLD",
    "seats_by_distance_scatter_chart": [
      {
        "seats": 32,
        "distance": 208,
        "route_count": 1
      },
      {
        "seats": 76,
        "distance": 208,
        "route_count": 1
      }
    ]
  },
  {
    "origin": "VPS",
    "seats_by_distance_scatter_chart": [
      {
        "seats": 55,
        "distance": 264,
        "route_count": 1
      },
      {
        "seats": 55,
        "distance": 510,
        "route_count": 1
      },
      {
        "seats": 76,
        "distance": 264,
        "route_count": 1
      },
      {
        "seats": 55,
        "distance": 608,
        "route_count": 1
      }
    ]
  },
  {
    "origin": "XNA",
    "seats_by_distance_scatter_chart": [
      {
        "seats": 22,
        "distance": 281,
        "route_count": 1
      },
      {
        "seats": 32,
        "distance": 281,
        "route_count": 1
      },
      {
        "seats": 37,
        "distance": 281,
        "route_count": 1
      },
      {
        "seats": 172,
        "distance": 281,
        "route_count": 1
      },
      {
        "seats": 55,
        "distance": 1130,
        "route_count": 1
      },
      {
        "seats": 37,
        "distance": 438,
        "route_count": 1
      },
      {
        "seats": 172,
        "distance": 522,
        "route_count": 1
      },
      {
        "seats": 37,
        "distance": 758,
        "route_count": 1
      },
      {
        "seats": 55,
        "distance": 561,
        "route_count": 1
      },
      {
        "seats": 39,
        "distance": 281,
        "route_count": 1
      },
      {
        "seats": 55,
        "distance": 758,
        "route_count": 1
      },
      {
        "seats": 55,
        "distance": 589,
        "route_count": 1
      },
      {
        "seats": 55,
        "distance": 438,
        "route_count": 1
      },
      {
        "seats": 22,
        "distance": 522,
        "route_count": 1
      },
      {
        "seats": 22,
        "distance": 1371,
        "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