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Computing Moving Averages

VSCode document

Malloy can compute moving averages on resultsets.

The queries below use the following model

document
source: order_items is duckdb.table('../data/order_items.parquet') extend {
  measure: 
    user_count is count(user_id)
    order_count is count()
}

Simple Moving Average

document
run: order_items -> {
  group_by: order_month is created_at.month
  aggregate: 
    order_count
  calculate: moving_avg_order_count is avg_moving(order_count, 3)
  order_by: order_month
}
QUERY RESULTS
order_​monthorder_​countmoving_​avg_​order_​count
2019-011,2621,262
2019-021,2301,246
2019-031,5071,333
2019-041,8261,456.25
2019-052,0441,651.75
2019-062,1501,881.75
2019-072,3822,100.5
2019-082,6322,302
2019-092,9022,516.5
2019-103,2142,782.5
2019-113,3873,033.75
2019-124,0383,385.25
2020-013,7433,595.5
2020-023,5703,684.5
2020-034,2633,903.5
2020-044,1833,939.75
2020-054,0194,008.75
2020-064,2924,189.25
2020-074,5494,260.75
2020-084,8744,433.5
2020-095,0324,686.75
2020-105,4224,969.25
2020-115,7825,277.5
2020-126,2935,632.25
2021-015,8975,848.5
2021-025,8215,948.25
2021-036,5476,139.5
2021-046,3806,161.25
2021-056,3786,281.5
2021-066,3056,402.5
2021-076,8136,469
2021-087,1426,659.5
2021-097,8867,036.5
2021-107,8147,413.75
2021-118,0637,726.25
2021-129,1038,216.5
2022-018,6098,397.25
2022-028,1748,487.25
2022-039,4418,831.75
2022-049,1008,831
2022-059,7309,111.25
2022-069,2979,392
2022-079,6689,448.75
2022-0810,4819,794
2022-0911,21310,164.75
2022-1011,39810,690
2022-115,1639,563.75
[
  {
    "order_month": "2019-01-01T00:00:00.000Z",
    "order_count": 1262,
    "moving_avg_order_count": 1262
  },
  {
    "order_month": "2019-02-01T00:00:00.000Z",
    "order_count": 1230,
    "moving_avg_order_count": 1246
  },
  {
    "order_month": "2019-03-01T00:00:00.000Z",
    "order_count": 1507,
    "moving_avg_order_count": 1333
  },
  {
    "order_month": "2019-04-01T00:00:00.000Z",
    "order_count": 1826,
    "moving_avg_order_count": 1456.25
  },
  {
    "order_month": "2019-05-01T00:00:00.000Z",
    "order_count": 2044,
    "moving_avg_order_count": 1651.75
  },
  {
    "order_month": "2019-06-01T00:00:00.000Z",
    "order_count": 2150,
    "moving_avg_order_count": 1881.75
  },
  {
    "order_month": "2019-07-01T00:00:00.000Z",
    "order_count": 2382,
    "moving_avg_order_count": 2100.5
  },
  {
    "order_month": "2019-08-01T00:00:00.000Z",
    "order_count": 2632,
    "moving_avg_order_count": 2302
  },
  {
    "order_month": "2019-09-01T00:00:00.000Z",
    "order_count": 2902,
    "moving_avg_order_count": 2516.5
  },
  {
    "order_month": "2019-10-01T00:00:00.000Z",
    "order_count": 3214,
    "moving_avg_order_count": 2782.5
  },
  {
    "order_month": "2019-11-01T00:00:00.000Z",
    "order_count": 3387,
    "moving_avg_order_count": 3033.75
  },
  {
    "order_month": "2019-12-01T00:00:00.000Z",
    "order_count": 4038,
    "moving_avg_order_count": 3385.25
  },
  {
    "order_month": "2020-01-01T00:00:00.000Z",
    "order_count": 3743,
    "moving_avg_order_count": 3595.5
  },
  {
    "order_month": "2020-02-01T00:00:00.000Z",
    "order_count": 3570,
    "moving_avg_order_count": 3684.5
  },
  {
    "order_month": "2020-03-01T00:00:00.000Z",
    "order_count": 4263,
    "moving_avg_order_count": 3903.5
  },
  {
    "order_month": "2020-04-01T00:00:00.000Z",
    "order_count": 4183,
    "moving_avg_order_count": 3939.75
  },
  {
    "order_month": "2020-05-01T00:00:00.000Z",
    "order_count": 4019,
    "moving_avg_order_count": 4008.75
  },
  {
    "order_month": "2020-06-01T00:00:00.000Z",
    "order_count": 4292,
    "moving_avg_order_count": 4189.25
  },
  {
    "order_month": "2020-07-01T00:00:00.000Z",
    "order_count": 4549,
    "moving_avg_order_count": 4260.75
  },
  {
    "order_month": "2020-08-01T00:00:00.000Z",
    "order_count": 4874,
    "moving_avg_order_count": 4433.5
  },
  {
    "order_month": "2020-09-01T00:00:00.000Z",
    "order_count": 5032,
    "moving_avg_order_count": 4686.75
  },
  {
    "order_month": "2020-10-01T00:00:00.000Z",
    "order_count": 5422,
    "moving_avg_order_count": 4969.25
  },
  {
    "order_month": "2020-11-01T00:00:00.000Z",
    "order_count": 5782,
    "moving_avg_order_count": 5277.5
  },
  {
    "order_month": "2020-12-01T00:00:00.000Z",
    "order_count": 6293,
    "moving_avg_order_count": 5632.25
  },
  {
    "order_month": "2021-01-01T00:00:00.000Z",
    "order_count": 5897,
    "moving_avg_order_count": 5848.5
  },
  {
    "order_month": "2021-02-01T00:00:00.000Z",
    "order_count": 5821,
    "moving_avg_order_count": 5948.25
  },
  {
    "order_month": "2021-03-01T00:00:00.000Z",
    "order_count": 6547,
    "moving_avg_order_count": 6139.5
  },
  {
    "order_month": "2021-04-01T00:00:00.000Z",
    "order_count": 6380,
    "moving_avg_order_count": 6161.25
  },
  {
    "order_month": "2021-05-01T00:00:00.000Z",
    "order_count": 6378,
    "moving_avg_order_count": 6281.5
  },
  {
    "order_month": "2021-06-01T00:00:00.000Z",
    "order_count": 6305,
    "moving_avg_order_count": 6402.5
  },
  {
    "order_month": "2021-07-01T00:00:00.000Z",
    "order_count": 6813,
    "moving_avg_order_count": 6469
  },
  {
    "order_month": "2021-08-01T00:00:00.000Z",
    "order_count": 7142,
    "moving_avg_order_count": 6659.5
  },
  {
    "order_month": "2021-09-01T00:00:00.000Z",
    "order_count": 7886,
    "moving_avg_order_count": 7036.5
  },
  {
    "order_month": "2021-10-01T00:00:00.000Z",
    "order_count": 7814,
    "moving_avg_order_count": 7413.75
  },
  {
    "order_month": "2021-11-01T00:00:00.000Z",
    "order_count": 8063,
    "moving_avg_order_count": 7726.25
  },
  {
    "order_month": "2021-12-01T00:00:00.000Z",
    "order_count": 9103,
    "moving_avg_order_count": 8216.5
  },
  {
    "order_month": "2022-01-01T00:00:00.000Z",
    "order_count": 8609,
    "moving_avg_order_count": 8397.25
  },
  {
    "order_month": "2022-02-01T00:00:00.000Z",
    "order_count": 8174,
    "moving_avg_order_count": 8487.25
  },
  {
    "order_month": "2022-03-01T00:00:00.000Z",
    "order_count": 9441,
    "moving_avg_order_count": 8831.75
  },
  {
    "order_month": "2022-04-01T00:00:00.000Z",
    "order_count": 9100,
    "moving_avg_order_count": 8831
  },
  {
    "order_month": "2022-05-01T00:00:00.000Z",
    "order_count": 9730,
    "moving_avg_order_count": 9111.25
  },
  {
    "order_month": "2022-06-01T00:00:00.000Z",
    "order_count": 9297,
    "moving_avg_order_count": 9392
  },
  {
    "order_month": "2022-07-01T00:00:00.000Z",
    "order_count": 9668,
    "moving_avg_order_count": 9448.75
  },
  {
    "order_month": "2022-08-01T00:00:00.000Z",
    "order_count": 10481,
    "moving_avg_order_count": 9794
  },
  {
    "order_month": "2022-09-01T00:00:00.000Z",
    "order_count": 11213,
    "moving_avg_order_count": 10164.75
  },
  {
    "order_month": "2022-10-01T00:00:00.000Z",
    "order_count": 11398,
    "moving_avg_order_count": 10690
  },
  {
    "order_month": "2022-11-01T00:00:00.000Z",
    "order_count": 5163,
    "moving_avg_order_count": 9563.75
  }
]
SELECT 
   DATE_TRUNC('month', order_items."created_at") as "order_month",
   COUNT( 1) as "order_count",
   AVG((COUNT( 1))) OVER(  ORDER BY  DATE_TRUNC('month', order_items."created_at") ASC NULLS LAST ROWS BETWEEN 3 PRECEDING AND 0 FOLLOWING) as "moving_avg_order_count"
FROM '../data/order_items.parquet' as order_items
GROUP BY 1
ORDER BY 1 ASC NULLS LAST

Visualizing the Results

document
run: order_items -> {
  # line_chart
  nest: non_averaged is  {
    group_by: order_month is created_at.month
    aggregate: 
      order_count
    order_by: order_month
  }

  # line_chart
  nest: moving_averaged is  {
    group_by: order_month is created_at.month
    calculate: moving_avg_order_count is avg_moving(order_count, 3)
    order_by: order_month
  }
}
QUERY RESULTS
non_​averagedmoving_​averaged
2019202020212022order_month2,0004,0006,0008,00010,00012,000order_count
2019202020212022order_month2,0004,0006,0008,00010,000moving_avg_order_count
[
  {
    "non_averaged": [
      {
        "order_month": "2019-01-01T00:00:00.000Z",
        "order_count": 1262
      },
      {
        "order_month": "2019-02-01T00:00:00.000Z",
        "order_count": 1230
      },
      {
        "order_month": "2019-03-01T00:00:00.000Z",
        "order_count": 1507
      },
      {
        "order_month": "2019-04-01T00:00:00.000Z",
        "order_count": 1826
      },
      {
        "order_month": "2019-05-01T00:00:00.000Z",
        "order_count": 2044
      },
      {
        "order_month": "2019-06-01T00:00:00.000Z",
        "order_count": 2150
      },
      {
        "order_month": "2019-07-01T00:00:00.000Z",
        "order_count": 2382
      },
      {
        "order_month": "2019-08-01T00:00:00.000Z",
        "order_count": 2632
      },
      {
        "order_month": "2019-09-01T00:00:00.000Z",
        "order_count": 2902
      },
      {
        "order_month": "2019-10-01T00:00:00.000Z",
        "order_count": 3214
      },
      {
        "order_month": "2019-11-01T00:00:00.000Z",
        "order_count": 3387
      },
      {
        "order_month": "2019-12-01T00:00:00.000Z",
        "order_count": 4038
      },
      {
        "order_month": "2020-01-01T00:00:00.000Z",
        "order_count": 3743
      },
      {
        "order_month": "2020-02-01T00:00:00.000Z",
        "order_count": 3570
      },
      {
        "order_month": "2020-03-01T00:00:00.000Z",
        "order_count": 4263
      },
      {
        "order_month": "2020-04-01T00:00:00.000Z",
        "order_count": 4183
      },
      {
        "order_month": "2020-05-01T00:00:00.000Z",
        "order_count": 4019
      },
      {
        "order_month": "2020-06-01T00:00:00.000Z",
        "order_count": 4292
      },
      {
        "order_month": "2020-07-01T00:00:00.000Z",
        "order_count": 4549
      },
      {
        "order_month": "2020-08-01T00:00:00.000Z",
        "order_count": 4874
      },
      {
        "order_month": "2020-09-01T00:00:00.000Z",
        "order_count": 5032
      },
      {
        "order_month": "2020-10-01T00:00:00.000Z",
        "order_count": 5422
      },
      {
        "order_month": "2020-11-01T00:00:00.000Z",
        "order_count": 5782
      },
      {
        "order_month": "2020-12-01T00:00:00.000Z",
        "order_count": 6293
      },
      {
        "order_month": "2021-01-01T00:00:00.000Z",
        "order_count": 5897
      },
      {
        "order_month": "2021-02-01T00:00:00.000Z",
        "order_count": 5821
      },
      {
        "order_month": "2021-03-01T00:00:00.000Z",
        "order_count": 6547
      },
      {
        "order_month": "2021-04-01T00:00:00.000Z",
        "order_count": 6380
      },
      {
        "order_month": "2021-05-01T00:00:00.000Z",
        "order_count": 6378
      },
      {
        "order_month": "2021-06-01T00:00:00.000Z",
        "order_count": 6305
      },
      {
        "order_month": "2021-07-01T00:00:00.000Z",
        "order_count": 6813
      },
      {
        "order_month": "2021-08-01T00:00:00.000Z",
        "order_count": 7142
      },
      {
        "order_month": "2021-09-01T00:00:00.000Z",
        "order_count": 7886
      },
      {
        "order_month": "2021-10-01T00:00:00.000Z",
        "order_count": 7814
      },
      {
        "order_month": "2021-11-01T00:00:00.000Z",
        "order_count": 8063
      },
      {
        "order_month": "2021-12-01T00:00:00.000Z",
        "order_count": 9103
      },
      {
        "order_month": "2022-01-01T00:00:00.000Z",
        "order_count": 8609
      },
      {
        "order_month": "2022-02-01T00:00:00.000Z",
        "order_count": 8174
      },
      {
        "order_month": "2022-03-01T00:00:00.000Z",
        "order_count": 9441
      },
      {
        "order_month": "2022-04-01T00:00:00.000Z",
        "order_count": 9100
      },
      {
        "order_month": "2022-05-01T00:00:00.000Z",
        "order_count": 9730
      },
      {
        "order_month": "2022-06-01T00:00:00.000Z",
        "order_count": 9297
      },
      {
        "order_month": "2022-07-01T00:00:00.000Z",
        "order_count": 9668
      },
      {
        "order_month": "2022-08-01T00:00:00.000Z",
        "order_count": 10481
      },
      {
        "order_month": "2022-09-01T00:00:00.000Z",
        "order_count": 11213
      },
      {
        "order_month": "2022-10-01T00:00:00.000Z",
        "order_count": 11398
      },
      {
        "order_month": "2022-11-01T00:00:00.000Z",
        "order_count": 5163
      }
    ],
    "moving_averaged": [
      {
        "order_month": "2019-01-01T00:00:00.000Z",
        "moving_avg_order_count": 1262
      },
      {
        "order_month": "2019-02-01T00:00:00.000Z",
        "moving_avg_order_count": 1246
      },
      {
        "order_month": "2019-03-01T00:00:00.000Z",
        "moving_avg_order_count": 1333
      },
      {
        "order_month": "2019-04-01T00:00:00.000Z",
        "moving_avg_order_count": 1456.25
      },
      {
        "order_month": "2019-05-01T00:00:00.000Z",
        "moving_avg_order_count": 1651.75
      },
      {
        "order_month": "2019-06-01T00:00:00.000Z",
        "moving_avg_order_count": 1881.75
      },
      {
        "order_month": "2019-07-01T00:00:00.000Z",
        "moving_avg_order_count": 2100.5
      },
      {
        "order_month": "2019-08-01T00:00:00.000Z",
        "moving_avg_order_count": 2302
      },
      {
        "order_month": "2019-09-01T00:00:00.000Z",
        "moving_avg_order_count": 2516.5
      },
      {
        "order_month": "2019-10-01T00:00:00.000Z",
        "moving_avg_order_count": 2782.5
      },
      {
        "order_month": "2019-11-01T00:00:00.000Z",
        "moving_avg_order_count": 3033.75
      },
      {
        "order_month": "2019-12-01T00:00:00.000Z",
        "moving_avg_order_count": 3385.25
      },
      {
        "order_month": "2020-01-01T00:00:00.000Z",
        "moving_avg_order_count": 3595.5
      },
      {
        "order_month": "2020-02-01T00:00:00.000Z",
        "moving_avg_order_count": 3684.5
      },
      {
        "order_month": "2020-03-01T00:00:00.000Z",
        "moving_avg_order_count": 3903.5
      },
      {
        "order_month": "2020-04-01T00:00:00.000Z",
        "moving_avg_order_count": 3939.75
      },
      {
        "order_month": "2020-05-01T00:00:00.000Z",
        "moving_avg_order_count": 4008.75
      },
      {
        "order_month": "2020-06-01T00:00:00.000Z",
        "moving_avg_order_count": 4189.25
      },
      {
        "order_month": "2020-07-01T00:00:00.000Z",
        "moving_avg_order_count": 4260.75
      },
      {
        "order_month": "2020-08-01T00:00:00.000Z",
        "moving_avg_order_count": 4433.5
      },
      {
        "order_month": "2020-09-01T00:00:00.000Z",
        "moving_avg_order_count": 4686.75
      },
      {
        "order_month": "2020-10-01T00:00:00.000Z",
        "moving_avg_order_count": 4969.25
      },
      {
        "order_month": "2020-11-01T00:00:00.000Z",
        "moving_avg_order_count": 5277.5
      },
      {
        "order_month": "2020-12-01T00:00:00.000Z",
        "moving_avg_order_count": 5632.25
      },
      {
        "order_month": "2021-01-01T00:00:00.000Z",
        "moving_avg_order_count": 5848.5
      },
      {
        "order_month": "2021-02-01T00:00:00.000Z",
        "moving_avg_order_count": 5948.25
      },
      {
        "order_month": "2021-03-01T00:00:00.000Z",
        "moving_avg_order_count": 6139.5
      },
      {
        "order_month": "2021-04-01T00:00:00.000Z",
        "moving_avg_order_count": 6161.25
      },
      {
        "order_month": "2021-05-01T00:00:00.000Z",
        "moving_avg_order_count": 6281.5
      },
      {
        "order_month": "2021-06-01T00:00:00.000Z",
        "moving_avg_order_count": 6402.5
      },
      {
        "order_month": "2021-07-01T00:00:00.000Z",
        "moving_avg_order_count": 6469
      },
      {
        "order_month": "2021-08-01T00:00:00.000Z",
        "moving_avg_order_count": 6659.5
      },
      {
        "order_month": "2021-09-01T00:00:00.000Z",
        "moving_avg_order_count": 7036.5
      },
      {
        "order_month": "2021-10-01T00:00:00.000Z",
        "moving_avg_order_count": 7413.75
      },
      {
        "order_month": "2021-11-01T00:00:00.000Z",
        "moving_avg_order_count": 7726.25
      },
      {
        "order_month": "2021-12-01T00:00:00.000Z",
        "moving_avg_order_count": 8216.5
      },
      {
        "order_month": "2022-01-01T00:00:00.000Z",
        "moving_avg_order_count": 8397.25
      },
      {
        "order_month": "2022-02-01T00:00:00.000Z",
        "moving_avg_order_count": 8487.25
      },
      {
        "order_month": "2022-03-01T00:00:00.000Z",
        "moving_avg_order_count": 8831.75
      },
      {
        "order_month": "2022-04-01T00:00:00.000Z",
        "moving_avg_order_count": 8831
      },
      {
        "order_month": "2022-05-01T00:00:00.000Z",
        "moving_avg_order_count": 9111.25
      },
      {
        "order_month": "2022-06-01T00:00:00.000Z",
        "moving_avg_order_count": 9392
      },
      {
        "order_month": "2022-07-01T00:00:00.000Z",
        "moving_avg_order_count": 9448.75
      },
      {
        "order_month": "2022-08-01T00:00:00.000Z",
        "moving_avg_order_count": 9794
      },
      {
        "order_month": "2022-09-01T00:00:00.000Z",
        "moving_avg_order_count": 10164.75
      },
      {
        "order_month": "2022-10-01T00:00:00.000Z",
        "moving_avg_order_count": 10690
      },
      {
        "order_month": "2022-11-01T00:00:00.000Z",
        "moving_avg_order_count": 9563.75
      }
    ]
  }
]
WITH __stage0 AS (
  SELECT
    group_set,
    CASE WHEN group_set=1 THEN
      DATE_TRUNC('month', order_items."created_at")
      END as "order_month__1",
    CASE WHEN group_set=1 THEN
      COUNT( 1)
      END as "order_count__1",
    CASE WHEN group_set=2 THEN
      DATE_TRUNC('month', order_items."created_at")
      END as "order_month__2",
    AVG((CASE WHEN group_set=2 THEN
      COUNT( 1)
      END)) OVER(PARTITION BY group_set  ORDER BY  CASE WHEN group_set=2 THEN
      DATE_TRUNC('month', order_items."created_at")
      END ASC NULLS LAST ROWS BETWEEN 3 PRECEDING AND 0 FOLLOWING) as "moving_avg_order_count__2"
  FROM '../data/order_items.parquet' as order_items
  CROSS JOIN (SELECT UNNEST(GENERATE_SERIES(0,2,1)) as group_set  ) as group_set
  GROUP BY 1,2,4
)
SELECT
  COALESCE(LIST({
    "order_month": "order_month__1", 
    "order_count": "order_count__1"}  ORDER BY  "order_month__1" ASC NULLS LAST) FILTER (WHERE group_set=1),[]) as "non_averaged",
  COALESCE(LIST({
    "order_month": "order_month__2", 
    "moving_avg_order_count": "moving_avg_order_count__2"}  ORDER BY  "order_month__2" ASC NULLS LAST) FILTER (WHERE group_set=2),[]) as "moving_averaged"
FROM __stage0

Displaying Charts in Nested Queries

In this example, we've added two queries to the flights source, one showing flights by month without the moving average applied, and one with the moving average applied. We then use these queries to show charts of flight count for each airport over time.

document
source: flights is duckdb.table('../data/flights.parquet') extend {
  measure: flight_count is count()
  dimension: dep_month is dep_time.month

  # line_chart
  view: non_averaged is {
    group_by: dep_month
    aggregate: 
      flight_count
    order_by: dep_month
  }

  # line_chart
  view: moving_averaged is {
    group_by: dep_month
    calculate: moving_avg_flight_count is avg_moving(flight_count, 3)
    order_by: dep_month
  }
}
document
run: flights -> {
  group_by: destination
  aggregate: flight_count
  nest: non_averaged
  nest: moving_averaged
}
QUERY RESULTS
destinationflight_​countnon_​averagedmoving_​averaged
ATL17,832
200020012002200320042005dep_month50100150200250300350400flight_count
200020012002200320042005dep_month100150200250300350moving_avg_flight_count
DFW17,776
200020012002200320042005dep_month150200250300350400flight_count
200020012002200320042005dep_month150200250300moving_avg_flight_count
ORD14,213
200020012002200320042005dep_month100150200250300flight_count
200020012002200320042005dep_month140160180200220240260moving_avg_flight_count
PHX12,477
200020012002200320042005dep_month120140160180200220flight_count
200020012002200320042005dep_month150160170180190200moving_avg_flight_count
LAS11,092
200020012002200320042005dep_month100150200flight_count
200020012002200320042005dep_month120140160180200moving_avg_flight_count
LAX11,074
200020012002200320042005dep_month100120140160180200220flight_count
200020012002200320042005dep_month120130140150160170180190moving_avg_flight_count
MSP9,769
200020012002200320042005dep_month80100120140160180200flight_count
200020012002200320042005dep_month100120140160180moving_avg_flight_count
DTW8,141
200020012002200320042005dep_month6080100120140flight_count
200020012002200320042005dep_month8090100110120130moving_avg_flight_count
PHL7,694
200020012002200320042005dep_month50100150200flight_count
200020012002200320042005dep_month6080100120140160180moving_avg_flight_count
LGA7,625
200020012002200320042005dep_month50100150200flight_count
200020012002200320042005dep_month50100150200moving_avg_flight_count
BWI7,190
200020012002200320042005dep_month6080100120140flight_count
200020012002200320042005dep_month708090100110120130moving_avg_flight_count
DEN7,187
200020012002200320042005dep_month6080100120140160flight_count
200020012002200320042005dep_month6080100120140moving_avg_flight_count
CLT7,113
200020012002200320042005dep_month406080100120140160flight_count
200020012002200320042005dep_month6080100120140moving_avg_flight_count
SEA7,000
200020012002200320042005dep_month406080100120flight_count
200020012002200320042005dep_month60708090100110120moving_avg_flight_count
MCO6,796
200020012002200320042005dep_month6080100120140flight_count
200020012002200320042005dep_month60708090100110120130moving_avg_flight_count
DCA6,695
200020012002200320042005dep_month050100150200flight_count
200020012002200320042005dep_month50100150200moving_avg_flight_count
IAH6,623
200020012002200320042005dep_month50100150200flight_count
200020012002200320042005dep_month50100150200moving_avg_flight_count
MDW6,614
200020012002200320042005dep_month50100150200flight_count
200020012002200320042005dep_month50100150200moving_avg_flight_count
BOS5,799
200020012002200320042005dep_month406080100120140flight_count
200020012002200320042005dep_month406080100120moving_avg_flight_count
EWR5,137
200020012002200320042005dep_month20406080100120140160flight_count
200020012002200320042005dep_month406080100120moving_avg_flight_count
CLE5,125
200020012002200320042005dep_month050100150flight_count
200020012002200320042005dep_month20406080100120140160moving_avg_flight_count
OAK5,082
200020012002200320042005dep_month405060708090100flight_count
200020012002200320042005dep_month5060708090moving_avg_flight_count
SAN5,080
200020012002200320042005dep_month5060708090100flight_count
200020012002200320042005dep_month556065707580moving_avg_flight_count
TPA4,881
200020012002200320042005dep_month405060708090flight_count
200020012002200320042005dep_month5060708090moving_avg_flight_count
PIT4,507
200020012002200320042005dep_month20406080100120flight_count
200020012002200320042005dep_month20304050607080moving_avg_flight_count
SFO4,502
200020012002200320042005dep_month405060708090flight_count
200020012002200320042005dep_month405060708090moving_avg_flight_count
BNA4,279
200020012002200320042005dep_month4050607080flight_count
200020012002200320042005dep_month5055606570moving_avg_flight_count
STL4,098
200020012002200320042005dep_month405060708090flight_count
200020012002200320042005dep_month4050607080moving_avg_flight_count
MCI4,081
200020012002200320042005dep_month4050607080flight_count
200020012002200320042005dep_month5055606570moving_avg_flight_count
IAD3,932
200020012002200320042005dep_month405060708090flight_count
200020012002200320042005dep_month4050607080moving_avg_flight_count
SJC3,818
200020012002200320042005dep_month304050607080flight_count
200020012002200320042005dep_month4045505560moving_avg_flight_count
JFK3,698
200020012002200320042005dep_month20406080100flight_count
200020012002200320042005dep_month20406080moving_avg_flight_count
FLL3,608
200020012002200320042005dep_month304050607080flight_count
200020012002200320042005dep_month3540455055606570moving_avg_flight_count
PDX3,602
200020012002200320042005dep_month304050607080flight_count
200020012002200320042005dep_month404550556065moving_avg_flight_count
SMF3,580
200020012002200320042005dep_month3040506070flight_count
200020012002200320042005dep_month404550556065moving_avg_flight_count
HOU3,428
200020012002200320042005dep_month3040506070flight_count
200020012002200320042005dep_month4045505560moving_avg_flight_count
CVG3,292
200020012002200320042005dep_month020406080100120140flight_count
200020012002200320042005dep_month020406080100120moving_avg_flight_count
MSY3,265
200020012002200320042005dep_month10203040506070flight_count
200020012002200320042005dep_month10203040506070moving_avg_flight_count
ABQ2,762
200020012002200320042005dep_month2030405060flight_count
200020012002200320042005dep_month2530354045505560moving_avg_flight_count
SLC2,745
200020012002200320042005dep_month2030405060flight_count
200020012002200320042005dep_month2530354045505560moving_avg_flight_count
ONT2,645
200020012002200320042005dep_month2030405060flight_count
200020012002200320042005dep_month3035404550moving_avg_flight_count
RDU2,457
200020012002200320042005dep_month2030405060flight_count
200020012002200320042005dep_month2025303540455055moving_avg_flight_count
MIA2,369
200020012002200320042005dep_month102030405060flight_count
200020012002200320042005dep_month1020304050moving_avg_flight_count
PVD2,364
200020012002200320042005dep_month1020304050flight_count
200020012002200320042005dep_month2025303540moving_avg_flight_count
MEM2,250
200020012002200320042005dep_month20304050flight_count
200020012002200320042005dep_month25303540moving_avg_flight_count
IND2,229
200020012002200320042005dep_month102030405060flight_count
200020012002200320042005dep_month1020304050moving_avg_flight_count
BDL2,162
200020012002200320042005dep_month102030405060flight_count
200020012002200320042005dep_month202530354045moving_avg_flight_count
AUS2,091
200020012002200320042005dep_month20304050flight_count
200020012002200320042005dep_month20253035moving_avg_flight_count
RNO1,988
200020012002200320042005dep_month202530354045flight_count
200020012002200320042005dep_month20253035moving_avg_flight_count
BUR1,945
200020012002200320042005dep_month1020304050flight_count
200020012002200320042005dep_month2025303540moving_avg_flight_count
SNA1,921
200020012002200320042005dep_month1020304050flight_count
200020012002200320042005dep_month20253035moving_avg_flight_count
SAT1,869
200020012002200320042005dep_month152025303540flight_count
200020012002200320042005dep_month20253035moving_avg_flight_count
CMH1,714
200020012002200320042005dep_month101520253035flight_count
200020012002200320042005dep_month202530moving_avg_flight_count
DAL1,662
200020012002200320042005dep_month10203040506070flight_count
200020012002200320042005dep_month1520253035moving_avg_flight_count
MHT1,631
200020012002200320042005dep_month10203040flight_count
200020012002200320042005dep_month15202530moving_avg_flight_count
JAX1,597
200020012002200320042005dep_month101520253035flight_count
200020012002200320042005dep_month15202530moving_avg_flight_count
ELP1,434
200020012002200320042005dep_month1015202530flight_count
200020012002200320042005dep_month152025moving_avg_flight_count
PBI1,373
200020012002200320042005dep_month010203040flight_count
200020012002200320042005dep_month1015202530moving_avg_flight_count
ISP1,288
200020012002200320042005dep_month101520253035flight_count
200020012002200320042005dep_month1015202530moving_avg_flight_count
BUF1,250
200020012002200320042005dep_month010203040flight_count
200020012002200320042005dep_month05101520253035moving_avg_flight_count
BHM1,203
200020012002200320042005dep_month510152025flight_count
200020012002200320042005dep_month1012141618202224moving_avg_flight_count
RSW1,168
200020012002200320042005dep_month05101520253035flight_count
200020012002200320042005dep_month1015202530moving_avg_flight_count
MKE1,133
200020012002200320042005dep_month010203040flight_count
200020012002200320042005dep_month51015202530moving_avg_flight_count
ALB1,108
200020012002200320042005dep_month510152025flight_count
200020012002200320042005dep_month510152025moving_avg_flight_count
TUS1,064
200020012002200320042005dep_month10152025flight_count
200020012002200320042005dep_month1012141618moving_avg_flight_count
SDF1,001
200020012002200320042005dep_month510152025flight_count
200020012002200320042005dep_month101520moving_avg_flight_count
TUL987
200020012002200320042005dep_month51015202530flight_count
200020012002200320042005dep_month10152025moving_avg_flight_count
RIC948
200020012002200320042005dep_month5101520flight_count
200020012002200320042005dep_month101520moving_avg_flight_count
OMA947
200020012002200320042005dep_month10152025flight_count
200020012002200320042005dep_month101520moving_avg_flight_count
GEG927
200020012002200320042005dep_month5101520flight_count
200020012002200320042005dep_month681012141618moving_avg_flight_count
OKC907
200020012002200320042005dep_month51015202530flight_count
200020012002200320042005dep_month5101520moving_avg_flight_count
ORF888
200020012002200320042005dep_month05101520253035flight_count
200020012002200320042005dep_month510152025moving_avg_flight_count
LIT854
200020012002200320042005dep_month51015202530flight_count
200020012002200320042005dep_month5101520moving_avg_flight_count
BOI795
200020012002200320042005dep_month5101520flight_count
200020012002200320042005dep_month68101214moving_avg_flight_count
PFN789
2003AprilJulyOctober2004AprilJulyOctober2005AprilJulyOctoberdep_month1020304050flight_count
2003AprilJulyOctober2004AprilJulyOctober2005AprilJulyOctoberdep_month1520253035moving_avg_flight_count
ANC747
200020012002200320042005dep_month051015202530flight_count
200020012002200320042005dep_month5101520moving_avg_flight_count
AVL741
20012002200320042005dep_month05101520253035flight_count
20012002200320042005dep_month0510152025moving_avg_flight_count
AGS737
2003AprilJulyOctober2004AprilJulyOctober2005AprilJulyOctoberdep_month10152025303540flight_count
2003AprilJulyOctober2004AprilJulyOctober2005AprilJulyOctoberdep_month101520253035moving_avg_flight_count
ROC735
200020012002200320042005dep_month51015202530flight_count
200020012002200320042005dep_month5101520moving_avg_flight_count
CHA696
2003AprilJulyOctober2004AprilJulyOctober2005AprilJulyOctoberdep_month1015202530flight_count
2003AprilJulyOctober2004AprilJulyOctober2005AprilJulyOctoberdep_month1416182022242628moving_avg_flight_count
LGB662
200020012002200320042005dep_month05101520253035flight_count
200020012002200320042005dep_month5101520moving_avg_flight_count
CSG651
2003AprilJulyOctober2004AprilJulyOctober2005AprilJulyOctoberdep_month1015202530flight_count
2003AprilJulyOctober2004AprilJulyOctober2005AprilJulyOctoberdep_month152025moving_avg_flight_count
SJU648
200020012002200320042005dep_month05101520flight_count
200020012002200320042005dep_month5101520moving_avg_flight_count
MYR616
200020012002200320042005dep_month0510152025flight_count
200020012002200320042005dep_month05101520moving_avg_flight_count
HSV608
200020012002200320042005dep_month05101520253035flight_count
200020012002200320042005dep_month5101520moving_avg_flight_count
SYR598
200020012002200320042005dep_month05101520flight_count
200020012002200320042005dep_month46810121416moving_avg_flight_count
MDT587
200020012002200320042005dep_month05101520flight_count
200020012002200320042005dep_month51015moving_avg_flight_count
TRI568
2002200320042005dep_month0510152025flight_count
2002200320042005dep_month05101520moving_avg_flight_count
GRR514
200020012002200320042005dep_month05101520flight_count
200020012002200320042005dep_month2468101214moving_avg_flight_count
ABE509
200020012002200320042005dep_month05101520flight_count
200020012002200320042005dep_month05101520moving_avg_flight_count
MGM504
2003AprilJulyOctober2004AprilJulyOctober2005AprilJulyOctoberdep_month51015202530flight_count
2003AprilJulyOctober2004AprilJulyOctober2005AprilJulyOctoberdep_month10152025moving_avg_flight_count
GNV493
2003AprilJulyOctober2004AprilJulyOctober2005AprilJulyOctoberdep_month510152025flight_count
2003AprilJulyOctober2004AprilJulyOctober2005AprilJulyOctoberdep_month1012141618moving_avg_flight_count
ACT492
2002200320042005dep_month05101520flight_count
2002200320042005dep_month51015moving_avg_flight_count
TYR482
2002200320042005dep_month5101520flight_count
2002200320042005dep_month46810121416moving_avg_flight_count
GSO470
200020012002200320042005dep_month051015flight_count
200020012002200320042005dep_month2468101214moving_avg_flight_count
CHS469
200020012002200320042005dep_month05101520flight_count
200020012002200320042005dep_month2468101214moving_avg_flight_count
TYS466
200020012002200320042005dep_month05101520flight_count
200020012002200320042005dep_month051015moving_avg_flight_count
SPS456
2002200320042005dep_month05101520253035flight_count
2002200320042005dep_month05101520moving_avg_flight_count
CLL451
2002200320042005dep_month05101520flight_count
2002200320042005dep_month2468101214moving_avg_flight_count
LAW429
2002200320042005dep_month05101520flight_count
2002200320042005dep_month051015moving_avg_flight_count
COS428
200020012002200320042005dep_month05101520flight_count
200020012002200320042005dep_month51015moving_avg_flight_count
LBB424
200020012002200320042005dep_month2468101214flight_count
200020012002200320042005dep_month246810moving_avg_flight_count
ILE418
AprilJulyOctober2002AprilJulyOctober2003AprilJulyOctober2004AprilJulydep_month0510152025flight_count
AprilJulyOctober2002AprilJulyOctober2003AprilJulyOctober2004AprilJulydep_month4681012141618moving_avg_flight_count
DAY416
200020012002200320042005dep_month05101520flight_count
200020012002200320042005dep_month051015moving_avg_flight_count
SAV416
200020012002200320042005dep_month051015flight_count
200020012002200320042005dep_month2468101214moving_avg_flight_count
MAF414
200020012002200320042005dep_month2468101214flight_count
200020012002200320042005dep_month246810moving_avg_flight_count
SHV410
2002200320042005dep_month051015flight_count
2002200320042005dep_month2468101214moving_avg_flight_count
VPS390
2003AprilJulyOctober2004AprilJulyOctober2005AprilJulyOctoberdep_month05101520flight_count
2003AprilJulyOctober2004AprilJulyOctober2005AprilJulyOctoberdep_month05101520moving_avg_flight_count
CAE383
20012002200320042005dep_month0510152025flight_count
20012002200320042005dep_month051015moving_avg_flight_count
JAN357
200020012002200320042005dep_month246810flight_count
200020012002200320042005dep_month34567moving_avg_flight_count
PWM328
20012002200320042005dep_month051015flight_count
20012002200320042005dep_month2468101214moving_avg_flight_count
DHN323
2003AprilJulyOctober2004AprilJulyOctober2005AprilJulyOctoberdep_month051015flight_count
2003AprilJulyOctober2004AprilJulyOctober2005AprilJulyOctoberdep_month4681012moving_avg_flight_count
HPN316
2002200320042005dep_month051015flight_count
2002200320042005dep_month2468101214moving_avg_flight_count
XNA315
200320042005dep_month05101520flight_count
200320042005dep_month2468101214moving_avg_flight_count
LEX311
2003AprilJulyOctober2004AprilJulyOctober2005AprilJulyOctoberdep_month51015flight_count
2003AprilJulyOctober2004AprilJulyOctober2005AprilJulyOctoberdep_month468101214moving_avg_flight_count
BTV309
200020012002200320042005dep_month05101520flight_count
200020012002200320042005dep_month2468101214moving_avg_flight_count
ABI298
2002200320042005dep_month24681012flight_count
2002200320042005dep_month246810moving_avg_flight_count
AMA296
200020012002200320042005dep_month24681012flight_count
200020012002200320042005dep_month2345678moving_avg_flight_count
TLH288
200020012002200320042005dep_month051015flight_count
200020012002200320042005dep_month2468101214moving_avg_flight_count
GPT277
2003AprilJulyOctober2004AprilJulyOctober2005AprilJulyOctoberdep_month05101520flight_count
2003AprilJulyOctober2004AprilJulyOctober2005AprilJulyOctoberdep_month051015moving_avg_flight_count
BTR272
200020012002200320042005dep_month246810flight_count
200020012002200320042005dep_month234567moving_avg_flight_count
MSN272
200020012002200320042005dep_month24681012flight_count
200020012002200320042005dep_month12345678moving_avg_flight_count
HNL267
200020012002200320042005dep_month05101520flight_count
200020012002200320042005dep_month051015moving_avg_flight_count
GGG258
2002200320042005dep_month24681012flight_count
2002200320042005dep_month234567moving_avg_flight_count
DSM254
20012002200320042005dep_month2468101214flight_count
20012002200320042005dep_month24681012moving_avg_flight_count
GSP242
200020012002200320042005dep_month246810flight_count
200020012002200320042005dep_month2468moving_avg_flight_count
PSP240
20012002200320042005dep_month24681012flight_count
20012002200320042005dep_month234567moving_avg_flight_count
SJT225
2002200320042005dep_month24681012flight_count
2002200320042005dep_month246810moving_avg_flight_count
TXK206
2002200320042005dep_month2468flight_count
2002200320042005dep_month234567moving_avg_flight_count
VLD206
2003AprilJulyOctober2004AprilJulyOctober2005AprilJulyOctoberdep_month24681012flight_count
2003AprilJulyOctober2004AprilJulyOctober2005AprilJulyOctoberdep_month3456789moving_avg_flight_count
FSM202
200220032004dep_month24681012flight_count
200220032004dep_month24681012moving_avg_flight_count
SRQ195
200020012002200320042005dep_month2468101214flight_count
200020012002200320042005dep_month1234567moving_avg_flight_count
PNS192
200020012002200320042005dep_month12345678flight_count
200020012002200320042005dep_month23456moving_avg_flight_count
SGF185
2002200320042005dep_month24681012flight_count
2002200320042005dep_month246810moving_avg_flight_count
HRL185
20012002200320042005dep_month24681012flight_count
20012002200320042005dep_month2468moving_avg_flight_count
CRP183
200020012002200320042005dep_month051015flight_count
200020012002200320042005dep_month12345678moving_avg_flight_count
ICT183
20012002200320042005dep_month246810flight_count
20012002200320042005dep_month1234567moving_avg_flight_count
LFT177
2002200320042005dep_month051015flight_count
2002200320042005dep_month24681012moving_avg_flight_count
ROA163
20012002200320042005dep_month246810flight_count
20012002200320042005dep_month12345678moving_avg_flight_count
GRK162
October2005AprilJulyOctoberdep_month51015flight_count
October2005AprilJulyOctoberdep_month789101112moving_avg_flight_count
MFE154
200020012002200320042005dep_month12345678flight_count
200020012002200320042005dep_month1234567moving_avg_flight_count
ILM128
20012002200320042005dep_month2468flight_count
20012002200320042005dep_month12345moving_avg_flight_count
MOB126
200020012002200320042005dep_month246810flight_count
200020012002200320042005dep_month123456moving_avg_flight_count
FAI114
200020012002200320042005dep_month2468flight_count
200020012002200320042005dep_month23456moving_avg_flight_count
OGG111
200020012002200320042005dep_month1234567flight_count
200020012002200320042005dep_month23456moving_avg_flight_count
LRD106
2002200320042005dep_month2468flight_count
2002200320042005dep_month23456moving_avg_flight_count
MCN103
2003AprilJulyOctober2004AprilJulyOctober2005AprilJulyOctoberdep_month1234567flight_count
2003AprilJulyOctober2004AprilJulyOctober2005AprilJulyOctoberdep_month23456moving_avg_flight_count
BGR98
2002200320042005dep_month2468101214flight_count
2002200320042005dep_month246810moving_avg_flight_count
BRO94
20012002200320042005dep_month12345678flight_count
20012002200320042005dep_month12345moving_avg_flight_count
JAC85
200020012002200320042005dep_month12345flight_count
200020012002200320042005dep_month1.52.02.53.0moving_avg_flight_count
FNT84
200320042005dep_month051015flight_count
200320042005dep_month123456moving_avg_flight_count
FAY83
2003AprilJulyOctober2004AprilJulyOctober2005dep_month1234567flight_count
2003AprilJulyOctober2004AprilJulyOctober2005dep_month1.01.52.02.53.03.54.04.5moving_avg_flight_count
FAR82
200020012002200320042005dep_month1234567flight_count
200020012002200320042005dep_month1234567moving_avg_flight_count
AEX79
2003AprilJulyOctober2004AprilJulyOctober2005AprilJulydep_month2468101214flight_count
2003AprilJulyOctober2004AprilJulyOctober2005AprilJulydep_month246810moving_avg_flight_count
BPT79
2002200320042005dep_month123456flight_count
2002200320042005dep_month1.01.52.02.53.03.54.0moving_avg_flight_count
STT76
20012002200320042005dep_month1234567flight_count
20012002200320042005dep_month1.01.52.02.53.0moving_avg_flight_count
PIE64
2003AprilJulyOctober2004AprilJulyOctober2005Aprildep_month12345678flight_count
2003AprilJulyOctober2004AprilJulyOctober2005Aprildep_month12345678moving_avg_flight_count
BZN61
20012002200320042005dep_month1.01.52.02.53.03.54.0flight_count
20012002200320042005dep_month1.01.52.02.53.0moving_avg_flight_count
FAT57
200020012002200320042005dep_month12345flight_count
200020012002200320042005dep_month1.01.52.02.5moving_avg_flight_count
AVP52
20012002200320042005dep_month1.01.52.02.53.03.54.0flight_count
20012002200320042005dep_month1.01.21.41.61.82.02.2moving_avg_flight_count
GRB47
AprilJulyOctober2004AprilJulyOctober2005AprilJulyOctoberdep_month123456flight_count
AprilJulyOctober2004AprilJulyOctober2005AprilJulyOctoberdep_month1.01.52.02.53.0moving_avg_flight_count
EVV42
2003AprilJulyOctober2004AprilJulyOctober2005AprilJulyOctoberdep_month2468flight_count
2003AprilJulyOctober2004AprilJulyOctober2005AprilJulyOctoberdep_month2468moving_avg_flight_count
MSO42
2002200320042005dep_month123456flight_count
2002200320042005dep_month1.01.52.02.53.03.5moving_avg_flight_count
LCH41
AprilJulyOctober2004AprilJulyOctober2005AprilJulyOctoberdep_month1.01.52.02.53.03.54.0flight_count
AprilJulyOctober2004AprilJulyOctober2005AprilJulyOctoberdep_month1.01.52.02.5moving_avg_flight_count
TOL40
200020012002200320042005dep_month12345flight_count
200020012002200320042005dep_month1.01.52.02.53.0moving_avg_flight_count
LAN40
2002200320042005dep_month123456flight_count
2002200320042005dep_month123456moving_avg_flight_count
CID40
2004AprilJulyOctober2005AprilJulydep_month123456flight_count
2004AprilJulyOctober2005AprilJulydep_month12345moving_avg_flight_count
DLH39
20012002200320042005dep_month1.01.52.02.53.03.54.0flight_count
20012002200320042005dep_month1.01.52.02.5moving_avg_flight_count
GTR37
2003AprilJulyOctober2004AprilJulyOctoberdep_month24681012flight_count
2003AprilJulyOctober2004AprilJulyOctoberdep_month7.07.58.08.59.09.5moving_avg_flight_count
MEI36
2003FebruaryMarchAprilMaydep_month2468101214flight_count
2003FebruaryMarchAprilMaydep_month3456789moving_avg_flight_count
FSD35
2002200320042005dep_month1.01.52.02.53.0flight_count
2002200320042005dep_month1.01.52.02.5moving_avg_flight_count
CAK32
20012002200320042005dep_month1.01.52.02.53.03.54.0flight_count
20012002200320042005dep_month1.01.52.02.5moving_avg_flight_count
FWA32
2004AprilJulyOctober2005AprilJulyOctoberdep_month12345flight_count
2004AprilJulyOctober2005AprilJulyOctoberdep_month1.52.02.53.0moving_avg_flight_count
DAB32
20012002200320042005dep_month12345flight_count
20012002200320042005dep_month1.01.52.02.5moving_avg_flight_count
MTJ32
20012002200320042005dep_month1.01.52.02.53.03.54.0flight_count
20012002200320042005dep_month1.01.52.02.5moving_avg_flight_count
CRW31
2002200320042005dep_month12345flight_count
2002200320042005dep_month1.01.52.02.53.03.5moving_avg_flight_count
SBN25
20012002200320042005dep_month1.01.52.02.53.03.54.0flight_count
20012002200320042005dep_month1.01.21.41.61.82.02.2moving_avg_flight_count
EGE24
200020012002200320042005dep_month12345flight_count
200020012002200320042005dep_month1.01.52.02.5moving_avg_flight_count
KOA24
AprilJulyOctober2005AprilJulyOctoberdep_month1.01.52.02.53.0flight_count
AprilJulyOctober2005AprilJulyOctoberdep_month1.01.21.41.61.82.02.2moving_avg_flight_count
ATW23
2004AprilJulyOctober2005AprilJulyOctoberdep_month12345flight_count
2004AprilJulyOctober2005AprilJulyOctoberdep_month1.01.52.02.5moving_avg_flight_count
RAP22
20012002200320042005dep_month1.01.52.02.53.03.54.0flight_count
20012002200320042005dep_month1.01.21.41.61.82.0moving_avg_flight_count
ERI21
200020012002200320042005dep_month1.01.52.02.53.03.54.0flight_count
200020012002200320042005dep_month1.01.21.41.61.82.02.2moving_avg_flight_count
EFD21
2003AprilJulyOctober2004AprilJulydep_month1.01.52.02.53.0flight_count
2003AprilJulyOctober2004AprilJulydep_month1.21.41.61.82.02.2moving_avg_flight_count
SBA19
AprilJulyOctober2005AprilJulyOctoberdep_month1.01.52.02.53.03.54.0flight_count
AprilJulyOctober2005AprilJulyOctoberdep_month1.01.21.41.61.82.02.2moving_avg_flight_count
AZO19
2005AprilJulyOctoberdep_month1.01.52.02.53.03.54.0flight_count
2005AprilJulyOctoberdep_month1.01.52.02.5moving_avg_flight_count
ACY18
2004AprilJulyOctober2005AprilJulyOctoberdep_month1.01.21.41.61.82.0flight_count
2004AprilJulyOctober2005AprilJulyOctoberdep_month1.01.21.41.61.82.0moving_avg_flight_count
GTF18
JulyOctober2004AprilJulyOctober2005AprilJulydep_month123456flight_count
JulyOctober2004AprilJulyOctober2005AprilJulydep_month1.01.52.02.53.0moving_avg_flight_count
FCA17
2002200320042005dep_month1.01.52.02.53.0flight_count
2002200320042005dep_month1.01.52.02.53.0moving_avg_flight_count
MLI17
2004AprilJulyOctober2005AprilJulydep_month1.01.21.41.61.82.0flight_count
2004AprilJulyOctober2005AprilJulydep_month1.01.11.21.31.41.5moving_avg_flight_count
ACK15
JulyOctober2004AprilJulyOctober2005AprilJulydep_month12345flight_count
JulyOctober2004AprilJulyOctober2005AprilJulydep_month1.01.52.02.53.0moving_avg_flight_count
BIL15
20012002200320042005dep_month1.01.21.41.61.82.0flight_count
20012002200320042005dep_month1.01.21.41.61.8moving_avg_flight_count
MLU15
AprilJulyOctober2004AprilJulyOctober2005AprilJulyOctoberdep_month123456flight_count
AprilJulyOctober2004AprilJulyOctober2005AprilJulyOctoberdep_month1.01.52.02.53.03.5moving_avg_flight_count
BGM14
2002200320042005dep_month1.01.52.02.53.03.54.0flight_count
2002200320042005dep_month1.21.41.61.82.0moving_avg_flight_count
LYH14
2003FebruaryMarchAprilMayJuneJulyAugustSeptemberOctoberdep_month2468flight_count
2003FebruaryMarchAprilMayJuneJulyAugustSeptemberOctoberdep_month56789moving_avg_flight_count
SWF13
2004AprilJulyOctober2005AprilJulydep_month1.01.52.02.53.0flight_count
2004AprilJulyOctober2005AprilJulydep_month1.01.21.41.61.8moving_avg_flight_count
SCE13
2005AprilJulyOctoberdep_month1.01.52.02.53.0flight_count
2005AprilJulyOctoberdep_month1.01.21.41.61.82.0moving_avg_flight_count
ORH12
MarchAprilMayJuneJulyAugustdep_month1.01.52.02.53.03.54.0flight_count
MarchAprilMayJuneJulyAugustdep_month2.02.22.42.62.8moving_avg_flight_count
HDN12
2004AprilJulyOctober2005AprilJulyOctoberdep_month1.01.21.41.61.82.0flight_count
2004AprilJulyOctober2005AprilJulyOctoberdep_month1.001.051.101.151.201.25moving_avg_flight_count
MLB10
AprilJulyOctober2005AprilJulydep_month1.01.52.02.53.0flight_count
AprilJulyOctober2005AprilJulydep_month1.01.11.21.31.41.5moving_avg_flight_count
CHO9
NovemberDecember2005FebruaryMarchAprilMayJuneJulyAugustdep_month1.01.21.41.61.82.0flight_count
NovemberDecember2005FebruaryMarchAprilMayJuneJulyAugustdep_month1.001.051.101.151.201.25moving_avg_flight_count
LNK9
JulyAugustSeptemberOctoberNovemberDecemberdep_month1.01.52.02.53.03.54.0flight_count
JulyAugustSeptemberOctoberNovemberDecemberdep_month1.01.21.41.61.8moving_avg_flight_count
BQN9
October2005AprilJulyOctoberdep_month1.01.52.02.53.0flight_count
October2005AprilJulyOctoberdep_month1.01.21.41.61.82.0moving_avg_flight_count
BFL9
October2005AprilJulydep_month1.01.52.02.53.0flight_count
October2005AprilJulydep_month1.31.41.51.61.71.81.92.0moving_avg_flight_count
CMI8
December2005FebruaryMarchAprilMayJuneJulyAugustSeptemberOctoberNovemberdep_month1.01.52.02.53.0flight_count
December2005FebruaryMarchAprilMayJuneJulyAugustSeptemberOctoberNovemberdep_month1.01.21.41.61.8moving_avg_flight_count
ABY6
2003AprilJulyOctober2004AprilJulyOctoberdep_month1flight_count
2003AprilJulyOctober2004AprilJulyOctoberdep_month1moving_avg_flight_count
DRO5
AprilJulyOctober2001AprilJulyOctober2002AprilJulyOctober2003dep_month1.01.21.41.61.82.0flight_count
AprilJulyOctober2001AprilJulyOctober2002AprilJulyOctober2003dep_month1.651.701.751.801.851.901.952.00moving_avg_flight_count
HLN5
FebruaryMarchAprilMayJuneJulyAugustSeptemberdep_month1.01.21.41.61.82.0flight_count
FebruaryMarchAprilMayJuneJulyAugustSeptemberdep_month1.51.61.71.81.92.0moving_avg_flight_count
BIS5
MarchAprilMayJuneJulyAugustSeptemberOctoberNovemberdep_month1.01.21.41.61.82.0flight_count
MarchAprilMayJuneJulyAugustSeptemberOctoberNovemberdep_month1.01.11.21.31.41.5moving_avg_flight_count
GUC5
20012002200320042005dep_month1flight_count
20012002200320042005dep_month1moving_avg_flight_count
EUG4
2002AprilJulyOctoberdep_month2flight_count
2002AprilJulyOctoberdep_month2moving_avg_flight_count
HVN4
JulyAugustSeptemberOctoberNovemberdep_month1flight_count
JulyAugustSeptemberOctoberNovemberdep_month1moving_avg_flight_count
HTS4
AprilJulyOctober2004AprilJulyOctober2005AprilJulyOctoberdep_month1flight_count
AprilJulyOctober2004AprilJulyOctober2005AprilJulyOctoberdep_month1moving_avg_flight_count
STX3
Jun 05Jun 12Jun 19Jun 26Jul 03Jul 10Jul 17Jul 24Jul 31dep_month1flight_count
Jun 05Jun 12Jun 19Jun 26Jul 03Jul 10Jul 17Jul 24Jul 31dep_month1moving_avg_flight_count
MRY3
Feb 06Feb 13Feb 20Feb 27dep_month1.01.21.41.61.82.0flight_count
Feb 06Feb 13Feb 20Feb 27dep_month1.01.11.21.31.41.5moving_avg_flight_count
PSE3
Sep 04Sep 11Sep 18Sep 25Oct 02Oct 09Oct 16Oct 23Oct 30Nov 06Nov 13Nov 20Nov 27dep_month1flight_count
Sep 04Sep 11Sep 18Sep 25Oct 02Oct 09Oct 16Oct 23Oct 30Nov 06Nov 13Nov 20Nov 27dep_month1moving_avg_flight_count
EYW3
Decemberdep_month3flight_count
Decemberdep_month3moving_avg_flight_count
VCT3
2003FebruaryMarchAprilMayJuneJulydep_month1flight_count
2003FebruaryMarchAprilMayJuneJulydep_month1moving_avg_flight_count
BQK2
Oct 05Oct 12Oct 19Oct 26dep_month1flight_count
Oct 05Oct 12Oct 19Oct 26dep_month1moving_avg_flight_count
TVC2
October2003AprilJulyOctober2004AprilJulyOctober2005AprilJulydep_month1flight_count
October2003AprilJulyOctober2004AprilJulyOctober2005AprilJulydep_month1moving_avg_flight_count
ITH1
Junedep_month1flight_count
Junedep_month1moving_avg_flight_count
FLO1
Junedep_month1flight_count
Junedep_month1moving_avg_flight_count
MFR1
Septemberdep_month1flight_count
Septemberdep_month1moving_avg_flight_count
PHF1
Decemberdep_month1flight_count
Decemberdep_month1moving_avg_flight_count
ELM1
Junedep_month1flight_count
Junedep_month1moving_avg_flight_count
LSE1
Junedep_month1flight_count
Junedep_month1moving_avg_flight_count
[
  {
    "destination": "ATL",
    "flight_count": 17832,
    "non_averaged": [
      {
        "dep_month": "2000-01-01T00:00:00.000Z",
        "flight_count": 186
      },
      {
        "dep_month": "2000-02-01T00:00:00.000Z",
        "flight_count": 197
      },
      {
        "dep_month": "2000-03-01T00:00:00.000Z",
        "flight_count": 231
      },
      {
        "dep_month": "2000-04-01T00:00:00.000Z",
        "flight_count": 163
      },
      {
        "dep_month": "2000-05-01T00:00:00.000Z",
        "flight_count": 195
      },
      {
        "dep_month": "2000-06-01T00:00:00.000Z",
        "flight_count": 190
      },
      {
        "dep_month": "2000-07-01T00:00:00.000Z",
        "flight_count": 177
      },
      {
        "dep_month": "2000-08-01T00:00:00.000Z",
        "flight_count": 175
      },
      {
        "dep_month": "2000-09-01T00:00:00.000Z",
        "flight_count": 148
      },
      {
        "dep_month": "2000-10-01T00:00:00.000Z",
        "flight_count": 196
      },
      {
        "dep_month": "2000-11-01T00:00:00.000Z",
        "flight_count": 171
      },
      {
        "dep_month": "2000-12-01T00:00:00.000Z",
        "flight_count": 193
      },
      {
        "dep_month": "2001-01-01T00:00:00.000Z",
        "flight_count": 187
      },
      {
        "dep_month": "2001-02-01T00:00:00.000Z",
        "flight_count": 128
      },
      {
        "dep_month": "2001-03-01T00:00:00.000Z",
        "flight_count": 201
      },
      {
        "dep_month": "2001-04-01T00:00:00.000Z",
        "flight_count": 197
      },
      {
        "dep_month": "2001-05-01T00:00:00.000Z",
        "flight_count": 201
      },
      {
        "dep_month": "2001-06-01T00:00:00.000Z",
        "flight_count": 180
      },
      {
        "dep_month": "2001-07-01T00:00:00.000Z",
        "flight_count": 153
      },
      {
        "dep_month": "2001-08-01T00:00:00.000Z",
        "flight_count": 197
      },
      {
        "dep_month": "2001-09-01T00:00:00.000Z",
        "flight_count": 150
      },
      {
        "dep_month": "2001-10-01T00:00:00.000Z",
        "flight_count": 133
      },
      {
        "dep_month": "2001-11-01T00:00:00.000Z",
        "flight_count": 163
      },
      {
        "dep_month": "2001-12-01T00:00:00.000Z",
        "flight_count": 168
      },
      {
        "dep_month": "2002-01-01T00:00:00.000Z",
        "flight_count": 154
      },
      {
        "dep_month": "2002-02-01T00:00:00.000Z",
        "flight_count": 123
      },
      {
        "dep_month": "2002-03-01T00:00:00.000Z",
        "flight_count": 139
      },
      {
        "dep_month": "2002-04-01T00:00:00.000Z",
        "flight_count": 166
      },
      {
        "dep_month": "2002-05-01T00:00:00.000Z",
        "flight_count": 155
      },
      {
        "dep_month": "2002-06-01T00:00:00.000Z",
        "flight_count": 154
      },
      {
        "dep_month": "2002-07-01T00:00:00.000Z",
        "flight_count": 181
      },
      {
        "dep_month": "2002-08-01T00:00:00.000Z",
        "flight_count": 97
      },
      {
        "dep_month": "2002-09-01T00:00:00.000Z",
        "flight_count": 74
      },
      {
        "dep_month": "2002-10-01T00:00:00.000Z",
        "flight_count": 101
      },
      {
        "dep_month": "2002-11-01T00:00:00.000Z",
        "flight_count": 92
      },
      {
        "dep_month": "2002-12-01T00:00:00.000Z",
        "flight_count": 94
      },
      {
        "dep_month": "2003-01-01T00:00:00.000Z",
        "flight_count": 279
      },
      {
        "dep_month": "2003-02-01T00:00:00.000Z",
        "flight_count": 295
      },
      {
        "dep_month": "2003-03-01T00:00:00.000Z",
        "flight_count": 331
      },
      {
        "dep_month": "2003-04-01T00:00:00.000Z",
        "flight_count": 330
      },
      {
        "dep_month": "2003-05-01T00:00:00.000Z",
        "flight_count": 347
      },
      {
        "dep_month": "2003-06-01T00:00:00.000Z",
        "flight_count": 323
      },
      {
        "dep_month": "2003-07-01T00:00:00.000Z",
        "flight_count": 340
      },
      {
        "dep_month": "2003-08-01T00:00:00.000Z",
        "flight_count": 338
      },
      {
        "dep_month": "2003-09-01T00:00:00.000Z",
        "flight_count": 291
      },
      {
        "dep_month": "2003-10-01T00:00:00.000Z",
        "flight_count": 347
      },
      {
        "dep_month": "2003-11-01T00:00:00.000Z",
        "flight_count": 349
      },
      {
        "dep_month": "2003-12-01T00:00:00.000Z",
        "flight_count": 336
      },
      {
        "dep_month": "2004-01-01T00:00:00.000Z",
        "flight_count": 333
      },
      {
        "dep_month": "2004-02-01T00:00:00.000Z",
        "flight_count": 360
      },
      {
        "dep_month": "2004-03-01T00:00:00.000Z",
        "flight_count": 363
      },
      {
        "dep_month": "2004-04-01T00:00:00.000Z",
        "flight_count": 392
      },
      {
        "dep_month": "2004-05-01T00:00:00.000Z",
        "flight_count": 380
      },
      {
        "dep_month": "2004-06-01T00:00:00.000Z",
        "flight_count": 333
      },
      {
        "dep_month": "2004-07-01T00:00:00.000Z",
        "flight_count": 368
      },
      {
        "dep_month": "2004-08-01T00:00:00.000Z",
        "flight_count": 385
      },
      {
        "dep_month": "2004-09-01T00:00:00.000Z",
        "flight_count": 366
      },
      {
        "dep_month": "2004-10-01T00:00:00.000Z",
        "flight_count": 372
      },
      {
        "dep_month": "2004-11-01T00:00:00.000Z",
        "flight_count": 335
      },
      {
        "dep_month": "2004-12-01T00:00:00.000Z",
        "flight_count": 361
      },
      {
        "dep_month": "2005-01-01T00:00:00.000Z",
        "flight_count": 318
      },
      {
        "dep_month": "2005-02-01T00:00:00.000Z",
        "flight_count": 351
      },
      {
        "dep_month": "2005-03-01T00:00:00.000Z",
        "flight_count": 288
      },
      {
        "dep_month": "2005-04-01T00:00:00.000Z",
        "flight_count": 321
      },
      {
        "dep_month": "2005-05-01T00:00:00.000Z",
        "flight_count": 364
      },
      {
        "dep_month": "2005-06-01T00:00:00.000Z",
        "flight_count": 349
      },
      {
        "dep_month": "2005-07-01T00:00:00.000Z",
        "flight_count": 343
      },
      {
        "dep_month": "2005-08-01T00:00:00.000Z",
        "flight_count": 325
      },
      {
        "dep_month": "2005-09-01T00:00:00.000Z",
        "flight_count": 292
      },
      {
        "dep_month": "2005-10-01T00:00:00.000Z",
        "flight_count": 298
      },
      {
        "dep_month": "2005-11-01T00:00:00.000Z",
        "flight_count": 232
      },
      {
        "dep_month": "2005-12-01T00:00:00.000Z",
        "flight_count": 287
      }
    ],
    "moving_averaged": [
      {
        "dep_month": "2000-01-01T00:00:00.000Z",
        "moving_avg_flight_count": 186
      },
      {
        "dep_month": "2000-02-01T00:00:00.000Z",
        "moving_avg_flight_count": 191.5
      },
      {
        "dep_month": "2000-03-01T00:00:00.000Z",
        "moving_avg_flight_count": 204.66666666666666
      },
      {
        "dep_month": "2000-04-01T00:00:00.000Z",
        "moving_avg_flight_count": 194.25
      },
      {
        "dep_month": "2000-05-01T00:00:00.000Z",
        "moving_avg_flight_count": 196.5
      },
      {
        "dep_month": "2000-06-01T00:00:00.000Z",
        "moving_avg_flight_count": 194.75
      },
      {
        "dep_month": "2000-07-01T00:00:00.000Z",
        "moving_avg_flight_count": 181.25
      },
      {
        "dep_month": "2000-08-01T00:00:00.000Z",
        "moving_avg_flight_count": 184.25
      },
      {
        "dep_month": "2000-09-01T00:00:00.000Z",
        "moving_avg_flight_count": 172.5
      },
      {
        "dep_month": "2000-10-01T00:00:00.000Z",
        "moving_avg_flight_count": 174
      },
      {
        "dep_month": "2000-11-01T00:00:00.000Z",
        "moving_avg_flight_count": 172.5
      },
      {
        "dep_month": "2000-12-01T00:00:00.000Z",
        "moving_avg_flight_count": 177
      },
      {
        "dep_month": "2001-01-01T00:00:00.000Z",
        "moving_avg_flight_count": 186.75
      },
      {
        "dep_month": "2001-02-01T00:00:00.000Z",
        "moving_avg_flight_count": 169.75
      },
      {
        "dep_month": "2001-03-01T00:00:00.000Z",
        "moving_avg_flight_count": 177.25
      },
      {
        "dep_month": "2001-04-01T00:00:00.000Z",
        "moving_avg_flight_count": 178.25
      },
      {
        "dep_month": "2001-05-01T00:00:00.000Z",
        "moving_avg_flight_count": 181.75
      },
      {
        "dep_month": "2001-06-01T00:00:00.000Z",
        "moving_avg_flight_count": 194.75
      },
      {
        "dep_month": "2001-07-01T00:00:00.000Z",
        "moving_avg_flight_count": 182.75
      },
      {
        "dep_month": "2001-08-01T00:00:00.000Z",
        "moving_avg_flight_count": 182.75
      },
      {
        "dep_month": "2001-09-01T00:00:00.000Z",
        "moving_avg_flight_count": 170
      },
      {
        "dep_month": "2001-10-01T00:00:00.000Z",
        "moving_avg_flight_count": 158.25
      },
      {
        "dep_month": "2001-11-01T00:00:00.000Z",
        "moving_avg_flight_count": 160.75
      },
      {
        "dep_month": "2001-12-01T00:00:00.000Z",
        "moving_avg_flight_count": 153.5
      },
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        "moving_avg_flight_count": 1.75
      }
    ]
  },
  {
    "destination": "CMI",
    "flight_count": 8,
    "non_averaged": [
      {
        "dep_month": "2004-12-01T00:00:00.000Z",
        "flight_count": 1
      },
      {
        "dep_month": "2005-05-01T00:00:00.000Z",
        "flight_count": 2
      },
      {
        "dep_month": "2005-06-01T00:00:00.000Z",
        "flight_count": 1
      },
      {
        "dep_month": "2005-09-01T00:00:00.000Z",
        "flight_count": 1
      },
      {
        "dep_month": "2005-11-01T00:00:00.000Z",
        "flight_count": 3
      }
    ],
    "moving_averaged": [
      {
        "dep_month": "2004-12-01T00:00:00.000Z",
        "moving_avg_flight_count": 1
      },
      {
        "dep_month": "2005-05-01T00:00:00.000Z",
        "moving_avg_flight_count": 1.5
      },
      {
        "dep_month": "2005-06-01T00:00:00.000Z",
        "moving_avg_flight_count": 1.3333333333333333
      },
      {
        "dep_month": "2005-09-01T00:00:00.000Z",
        "moving_avg_flight_count": 1.25
      },
      {
        "dep_month": "2005-11-01T00:00:00.000Z",
        "moving_avg_flight_count": 1.75
      }
    ]
  },
  {
    "destination": "ABY",
    "flight_count": 6,
    "non_averaged": [
      {
        "dep_month": "2003-01-01T00:00:00.000Z",
        "flight_count": 1
      },
      {
        "dep_month": "2003-05-01T00:00:00.000Z",
        "flight_count": 1
      },
      {
        "dep_month": "2004-02-01T00:00:00.000Z",
        "flight_count": 1
      },
      {
        "dep_month": "2004-07-01T00:00:00.000Z",
        "flight_count": 1
      },
      {
        "dep_month": "2004-11-01T00:00:00.000Z",
        "flight_count": 1
      },
      {
        "dep_month": "2004-12-01T00:00:00.000Z",
        "flight_count": 1
      }
    ],
    "moving_averaged": [
      {
        "dep_month": "2003-01-01T00:00:00.000Z",
        "moving_avg_flight_count": 1
      },
      {
        "dep_month": "2003-05-01T00:00:00.000Z",
        "moving_avg_flight_count": 1
      },
      {
        "dep_month": "2004-02-01T00:00:00.000Z",
        "moving_avg_flight_count": 1
      },
      {
        "dep_month": "2004-07-01T00:00:00.000Z",
        "moving_avg_flight_count": 1
      },
      {
        "dep_month": "2004-11-01T00:00:00.000Z",
        "moving_avg_flight_count": 1
      },
      {
        "dep_month": "2004-12-01T00:00:00.000Z",
        "moving_avg_flight_count": 1
      }
    ]
  },
  {
    "destination": "DRO",
    "flight_count": 5,
    "non_averaged": [
      {
        "dep_month": "2000-03-01T00:00:00.000Z",
        "flight_count": 2
      },
      {
        "dep_month": "2001-02-01T00:00:00.000Z",
        "flight_count": 2
      },
      {
        "dep_month": "2003-01-01T00:00:00.000Z",
        "flight_count": 1
      }
    ],
    "moving_averaged": [
      {
        "dep_month": "2000-03-01T00:00:00.000Z",
        "moving_avg_flight_count": 2
      },
      {
        "dep_month": "2001-02-01T00:00:00.000Z",
        "moving_avg_flight_count": 2
      },
      {
        "dep_month": "2003-01-01T00:00:00.000Z",
        "moving_avg_flight_count": 1.6666666666666667
      }
    ]
  },
  {
    "destination": "HLN",
    "flight_count": 5,
    "non_averaged": [
      {
        "dep_month": "2004-02-01T00:00:00.000Z",
        "flight_count": 2
      },
      {
        "dep_month": "2004-07-01T00:00:00.000Z",
        "flight_count": 1
      },
      {
        "dep_month": "2004-09-01T00:00:00.000Z",
        "flight_count": 2
      }
    ],
    "moving_averaged": [
      {
        "dep_month": "2004-02-01T00:00:00.000Z",
        "moving_avg_flight_count": 2
      },
      {
        "dep_month": "2004-07-01T00:00:00.000Z",
        "moving_avg_flight_count": 1.5
      },
      {
        "dep_month": "2004-09-01T00:00:00.000Z",
        "moving_avg_flight_count": 1.6666666666666667
      }
    ]
  },
  {
    "destination": "BIS",
    "flight_count": 5,
    "non_averaged": [
      {
        "dep_month": "2005-03-01T00:00:00.000Z",
        "flight_count": 1
      },
      {
        "dep_month": "2005-05-01T00:00:00.000Z",
        "flight_count": 2
      },
      {
        "dep_month": "2005-08-01T00:00:00.000Z",
        "flight_count": 1
      },
      {
        "dep_month": "2005-11-01T00:00:00.000Z",
        "flight_count": 1
      }
    ],
    "moving_averaged": [
      {
        "dep_month": "2005-03-01T00:00:00.000Z",
        "moving_avg_flight_count": 1
      },
      {
        "dep_month": "2005-05-01T00:00:00.000Z",
        "moving_avg_flight_count": 1.5
      },
      {
        "dep_month": "2005-08-01T00:00:00.000Z",
        "moving_avg_flight_count": 1.3333333333333333
      },
      {
        "dep_month": "2005-11-01T00:00:00.000Z",
        "moving_avg_flight_count": 1.25
      }
    ]
  },
  {
    "destination": "GUC",
    "flight_count": 5,
    "non_averaged": [
      {
        "dep_month": "2000-12-01T00:00:00.000Z",
        "flight_count": 1
      },
      {
        "dep_month": "2002-01-01T00:00:00.000Z",
        "flight_count": 1
      },
      {
        "dep_month": "2002-02-01T00:00:00.000Z",
        "flight_count": 1
      },
      {
        "dep_month": "2005-01-01T00:00:00.000Z",
        "flight_count": 1
      },
      {
        "dep_month": "2005-12-01T00:00:00.000Z",
        "flight_count": 1
      }
    ],
    "moving_averaged": [
      {
        "dep_month": "2000-12-01T00:00:00.000Z",
        "moving_avg_flight_count": 1
      },
      {
        "dep_month": "2002-01-01T00:00:00.000Z",
        "moving_avg_flight_count": 1
      },
      {
        "dep_month": "2002-02-01T00:00:00.000Z",
        "moving_avg_flight_count": 1
      },
      {
        "dep_month": "2005-01-01T00:00:00.000Z",
        "moving_avg_flight_count": 1
      },
      {
        "dep_month": "2005-12-01T00:00:00.000Z",
        "moving_avg_flight_count": 1
      }
    ]
  },
  {
    "destination": "EUG",
    "flight_count": 4,
    "non_averaged": [
      {
        "dep_month": "2001-11-01T00:00:00.000Z",
        "flight_count": 2
      },
      {
        "dep_month": "2002-11-01T00:00:00.000Z",
        "flight_count": 2
      }
    ],
    "moving_averaged": [
      {
        "dep_month": "2001-11-01T00:00:00.000Z",
        "moving_avg_flight_count": 2
      },
      {
        "dep_month": "2002-11-01T00:00:00.000Z",
        "moving_avg_flight_count": 2
      }
    ]
  },
  {
    "destination": "HVN",
    "flight_count": 4,
    "non_averaged": [
      {
        "dep_month": "2005-07-01T00:00:00.000Z",
        "flight_count": 1
      },
      {
        "dep_month": "2005-08-01T00:00:00.000Z",
        "flight_count": 1
      },
      {
        "dep_month": "2005-09-01T00:00:00.000Z",
        "flight_count": 1
      },
      {
        "dep_month": "2005-11-01T00:00:00.000Z",
        "flight_count": 1
      }
    ],
    "moving_averaged": [
      {
        "dep_month": "2005-07-01T00:00:00.000Z",
        "moving_avg_flight_count": 1
      },
      {
        "dep_month": "2005-08-01T00:00:00.000Z",
        "moving_avg_flight_count": 1
      },
      {
        "dep_month": "2005-09-01T00:00:00.000Z",
        "moving_avg_flight_count": 1
      },
      {
        "dep_month": "2005-11-01T00:00:00.000Z",
        "moving_avg_flight_count": 1
      }
    ]
  },
  {
    "destination": "HTS",
    "flight_count": 4,
    "non_averaged": [
      {
        "dep_month": "2003-04-01T00:00:00.000Z",
        "flight_count": 1
      },
      {
        "dep_month": "2005-02-01T00:00:00.000Z",
        "flight_count": 1
      },
      {
        "dep_month": "2005-07-01T00:00:00.000Z",
        "flight_count": 1
      },
      {
        "dep_month": "2005-11-01T00:00:00.000Z",
        "flight_count": 1
      }
    ],
    "moving_averaged": [
      {
        "dep_month": "2003-04-01T00:00:00.000Z",
        "moving_avg_flight_count": 1
      },
      {
        "dep_month": "2005-02-01T00:00:00.000Z",
        "moving_avg_flight_count": 1
      },
      {
        "dep_month": "2005-07-01T00:00:00.000Z",
        "moving_avg_flight_count": 1
      },
      {
        "dep_month": "2005-11-01T00:00:00.000Z",
        "moving_avg_flight_count": 1
      }
    ]
  },
  {
    "destination": "STX",
    "flight_count": 3,
    "non_averaged": [
      {
        "dep_month": "2005-06-01T00:00:00.000Z",
        "flight_count": 1
      },
      {
        "dep_month": "2005-07-01T00:00:00.000Z",
        "flight_count": 1
      },
      {
        "dep_month": "2005-08-01T00:00:00.000Z",
        "flight_count": 1
      }
    ],
    "moving_averaged": [
      {
        "dep_month": "2005-06-01T00:00:00.000Z",
        "moving_avg_flight_count": 1
      },
      {
        "dep_month": "2005-07-01T00:00:00.000Z",
        "moving_avg_flight_count": 1
      },
      {
        "dep_month": "2005-08-01T00:00:00.000Z",
        "moving_avg_flight_count": 1
      }
    ]
  },
  {
    "destination": "MRY",
    "flight_count": 3,
    "non_averaged": [
      {
        "dep_month": "2000-02-01T00:00:00.000Z",
        "flight_count": 1
      },
      {
        "dep_month": "2000-03-01T00:00:00.000Z",
        "flight_count": 2
      }
    ],
    "moving_averaged": [
      {
        "dep_month": "2000-02-01T00:00:00.000Z",
        "moving_avg_flight_count": 1
      },
      {
        "dep_month": "2000-03-01T00:00:00.000Z",
        "moving_avg_flight_count": 1.5
      }
    ]
  },
  {
    "destination": "PSE",
    "flight_count": 3,
    "non_averaged": [
      {
        "dep_month": "2005-09-01T00:00:00.000Z",
        "flight_count": 1
      },
      {
        "dep_month": "2005-10-01T00:00:00.000Z",
        "flight_count": 1
      },
      {
        "dep_month": "2005-12-01T00:00:00.000Z",
        "flight_count": 1
      }
    ],
    "moving_averaged": [
      {
        "dep_month": "2005-09-01T00:00:00.000Z",
        "moving_avg_flight_count": 1
      },
      {
        "dep_month": "2005-10-01T00:00:00.000Z",
        "moving_avg_flight_count": 1
      },
      {
        "dep_month": "2005-12-01T00:00:00.000Z",
        "moving_avg_flight_count": 1
      }
    ]
  },
  {
    "destination": "EYW",
    "flight_count": 3,
    "non_averaged": [
      {
        "dep_month": "2005-12-01T00:00:00.000Z",
        "flight_count": 3
      }
    ],
    "moving_averaged": [
      {
        "dep_month": "2005-12-01T00:00:00.000Z",
        "moving_avg_flight_count": 3
      }
    ]
  },
  {
    "destination": "VCT",
    "flight_count": 3,
    "non_averaged": [
      {
        "dep_month": "2003-01-01T00:00:00.000Z",
        "flight_count": 1
      },
      {
        "dep_month": "2003-03-01T00:00:00.000Z",
        "flight_count": 1
      },
      {
        "dep_month": "2003-07-01T00:00:00.000Z",
        "flight_count": 1
      }
    ],
    "moving_averaged": [
      {
        "dep_month": "2003-01-01T00:00:00.000Z",
        "moving_avg_flight_count": 1
      },
      {
        "dep_month": "2003-03-01T00:00:00.000Z",
        "moving_avg_flight_count": 1
      },
      {
        "dep_month": "2003-07-01T00:00:00.000Z",
        "moving_avg_flight_count": 1
      }
    ]
  },
  {
    "destination": "BQK",
    "flight_count": 2,
    "non_averaged": [
      {
        "dep_month": "2003-10-01T00:00:00.000Z",
        "flight_count": 1
      },
      {
        "dep_month": "2003-11-01T00:00:00.000Z",
        "flight_count": 1
      }
    ],
    "moving_averaged": [
      {
        "dep_month": "2003-10-01T00:00:00.000Z",
        "moving_avg_flight_count": 1
      },
      {
        "dep_month": "2003-11-01T00:00:00.000Z",
        "moving_avg_flight_count": 1
      }
    ]
  },
  {
    "destination": "TVC",
    "flight_count": 2,
    "non_averaged": [
      {
        "dep_month": "2002-08-01T00:00:00.000Z",
        "flight_count": 1
      },
      {
        "dep_month": "2005-07-01T00:00:00.000Z",
        "flight_count": 1
      }
    ],
    "moving_averaged": [
      {
        "dep_month": "2002-08-01T00:00:00.000Z",
        "moving_avg_flight_count": 1
      },
      {
        "dep_month": "2005-07-01T00:00:00.000Z",
        "moving_avg_flight_count": 1
      }
    ]
  },
  {
    "destination": "ITH",
    "flight_count": 1,
    "non_averaged": [
      {
        "dep_month": "2000-06-01T00:00:00.000Z",
        "flight_count": 1
      }
    ],
    "moving_averaged": [
      {
        "dep_month": "2000-06-01T00:00:00.000Z",
        "moving_avg_flight_count": 1
      }
    ]
  },
  {
    "destination": "FLO",
    "flight_count": 1,
    "non_averaged": [
      {
        "dep_month": "2004-06-01T00:00:00.000Z",
        "flight_count": 1
      }
    ],
    "moving_averaged": [
      {
        "dep_month": "2004-06-01T00:00:00.000Z",
        "moving_avg_flight_count": 1
      }
    ]
  },
  {
    "destination": "MFR",
    "flight_count": 1,
    "non_averaged": [
      {
        "dep_month": "2002-09-01T00:00:00.000Z",
        "flight_count": 1
      }
    ],
    "moving_averaged": [
      {
        "dep_month": "2002-09-01T00:00:00.000Z",
        "moving_avg_flight_count": 1
      }
    ]
  },
  {
    "destination": "PHF",
    "flight_count": 1,
    "non_averaged": [
      {
        "dep_month": "2004-12-01T00:00:00.000Z",
        "flight_count": 1
      }
    ],
    "moving_averaged": [
      {
        "dep_month": "2004-12-01T00:00:00.000Z",
        "moving_avg_flight_count": 1
      }
    ]
  },
  {
    "destination": "ELM",
    "flight_count": 1,
    "non_averaged": [
      {
        "dep_month": "2000-06-01T00:00:00.000Z",
        "flight_count": 1
      }
    ],
    "moving_averaged": [
      {
        "dep_month": "2000-06-01T00:00:00.000Z",
        "moving_avg_flight_count": 1
      }
    ]
  },
  {
    "destination": "LSE",
    "flight_count": 1,
    "non_averaged": [
      {
        "dep_month": "2005-06-01T00:00:00.000Z",
        "flight_count": 1
      }
    ],
    "moving_averaged": [
      {
        "dep_month": "2005-06-01T00:00:00.000Z",
        "moving_avg_flight_count": 1
      }
    ]
  }
]
WITH __stage0 AS (
  SELECT
    group_set,
    flights."destination" as "destination__0",
    CASE WHEN group_set=0 THEN
      COUNT( 1)
      END as "flight_count__0",
    CASE WHEN group_set=1 THEN
      DATE_TRUNC('month', flights."dep_time")
      END as "dep_month__1",
    CASE WHEN group_set=1 THEN
      COUNT( 1)
      END as "flight_count__1",
    CASE WHEN group_set=2 THEN
      DATE_TRUNC('month', flights."dep_time")
      END as "dep_month__2",
    AVG((CASE WHEN group_set=2 THEN
      COUNT( 1)
      END)) OVER(PARTITION BY group_set, flights."destination"  ORDER BY  CASE WHEN group_set=2 THEN
      DATE_TRUNC('month', flights."dep_time")
      END ASC NULLS LAST ROWS BETWEEN 3 PRECEDING AND 0 FOLLOWING) as "moving_avg_flight_count__2"
  FROM '../data/flights.parquet' as flights
  CROSS JOIN (SELECT UNNEST(GENERATE_SERIES(0,2,1)) as group_set  ) as group_set
  GROUP BY 1,2,4,6
)
SELECT
  "destination__0" as "destination",
  MAX(CASE WHEN group_set=0 THEN "flight_count__0" END) as "flight_count",
  COALESCE(LIST({
    "dep_month": "dep_month__1", 
    "flight_count": "flight_count__1"}  ORDER BY  "dep_month__1" ASC NULLS LAST) FILTER (WHERE group_set=1),[]) as "non_averaged",
  COALESCE(LIST({
    "dep_month": "dep_month__2", 
    "moving_avg_flight_count": "moving_avg_flight_count__2"}  ORDER BY  "dep_month__2" ASC NULLS LAST) FILTER (WHERE group_set=2),[]) as "moving_averaged"
FROM __stage0
GROUP BY 1
ORDER BY 2 desc NULLS LAST