{ "slug": "europe-airport-security-2026-10", "title": "European airport security queues, October 2026", "window": { "from": "2026-10-01", "to": "2026-10-20", "basis": "local dates at each airport" }, "pulled_at": "2026-10-21 07:44:24.129101+00", "rules": { "min_days_for_an_hour": 10, "daytime_hours": [ 6, 21 ], "mean": "the mean of every reading in the group: sum of (hourly mean x readings) / readings, over the airport's main departure security checkpoints" }, "summary": { "airports": 24, "airports_publishing_minutes": 16, "airports_publishing_bands": 8, "checkpoints_main": 58, "checkpoints_shown_separately": 7, "readings_main": 159241, "airports_all_20_days": 17, "peak_rank_minutes": [ { "code": "CPH", "hour": 18, "mean_wait": 13.34, "days": 20, "readings": 1074 }, { "code": "BER", "hour": 11, "mean_wait": 12.13, "days": 20, "readings": 463 }, { "code": "DUB", "hour": 8, "mean_wait": 11.05, "days": 12, "readings": 144 }, { "code": "AMS", "hour": 19, "mean_wait": 10.55, "days": 15, "readings": 716 }, { "code": "SVG", "hour": 8, "mean_wait": 10.35, "days": 20, "readings": 120 }, { "code": "DUS", "hour": 9, "mean_wait": 10.19, "days": 20, "readings": 360 }, { "code": "STN", "hour": 4, "mean_wait": 9.53, "days": 20, "readings": 120 }, { "code": "BGO", "hour": 16, "mean_wait": 8.98, "days": 20, "readings": 115 }, { "code": "ZRH", "hour": 11, "mean_wait": 8.59, "days": 20, "readings": 120 }, { "code": "EDI", "hour": 15, "mean_wait": 8.01, "days": 20, "readings": 116 }, { "code": "EMA", "hour": 5, "mean_wait": 7.76, "days": 18, "readings": 108 }, { "code": "MAN", "hour": 5, "mean_wait": 7.58, "days": 20, "readings": 360 }, { "code": "HEL", "hour": 6, "mean_wait": 6.63, "days": 20, "readings": 40 }, { "code": "MUC", "hour": 3, "mean_wait": 5.92, "days": 18, "readings": 51 }, { "code": "OSL", "hour": 7, "mean_wait": 4.73, "days": 20, "readings": 356 }, { "code": "IST", "hour": 12, "mean_wait": 3.53, "days": 20, "readings": 240 } ] }, "airports": [ { "code": "AMS", "name": "Amsterdam Schiphol", "city": "Amsterdam", "country": "Netherlands", "publishes": "minutes", "how_published": "Wait per security filter in seconds, from Schiphol's website feed", "published_by": "schiphol.nl", "days_with_data": 18, "hours_with_data": 348, "readings": 11780, "mean_wait": 5.87, "max_wait": 34, "hours_mean_15_plus": 4, "hours_mean_30_plus": 0, "first_local_hour": "2026-10-01 00:00:00", "last_local_hour": "2026-10-20 23:00:00", "busiest_hour": { "hour": 19, "days": 15, "readings": 716, "mean_wait": 10.55, "max_wait": 33 }, "quietest_daytime_hour": { "hour": 21, "days": 15, "readings": 591, "mean_wait": 2.68, "max_wait": 12 }, "busiest_weekday": { "iso_dow": 5, "day": "Friday", "days": 3, "hours": 55, "readings": 1326, "mean_wait": 6.73, "max_wait": 33 }, "quietest_weekday": { "iso_dow": 4, "day": "Thursday", "days": 3, "hours": 68, "readings": 2162, "mean_wait": 4.86, "max_wait": 24 }, "worst_hour": { "local_hour": "2026-10-13 19:00:00", "mean_wait": 19.1, "readings": 20, "checkpoints": 4, "max_wait": 33 }, "missing_dates": [ "2026-10-03", "2026-10-11" ], "thin_dates": [ "2026-10-02", "2026-10-12", "2026-10-18" ], "by_hour": [ { "hour": 0, "days": 15, "readings": 442, "mean_wait": 1.45, "max_wait": 8 }, { "hour": 1, "days": 16, "readings": 434, "mean_wait": 1.02, "max_wait": 2 }, { "hour": 2, "days": 15, "readings": 388, "mean_wait": 1.4, "max_wait": 14 }, { "hour": 3, "days": 14, "readings": 380, "mean_wait": 2.81, "max_wait": 12 }, { "hour": 4, "days": 14, "readings": 385, "mean_wait": 4.03, "max_wait": 18 }, { "hour": 5, "days": 14, "readings": 376, "mean_wait": 5.62, "max_wait": 18 }, { "hour": 6, "days": 15, "readings": 505, "mean_wait": 5.05, "max_wait": 19 }, { "hour": 7, "days": 16, "readings": 491, "mean_wait": 5.1, "max_wait": 16 }, { "hour": 8, "days": 14, "readings": 532, "mean_wait": 9.18, "max_wait": 29 }, { "hour": 9, "days": 14, "readings": 515, "mean_wait": 8.9, "max_wait": 33 }, { "hour": 10, "days": 14, "readings": 548, "mean_wait": 8.62, "max_wait": 23 }, { "hour": 11, "days": 15, "readings": 551, "mean_wait": 7.4, "max_wait": 21 }, { "hour": 12, "days": 14, "readings": 508, "mean_wait": 8.18, "max_wait": 26 }, { "hour": 13, "days": 12, "readings": 440, "mean_wait": 6.54, "max_wait": 31 }, { "hour": 14, "days": 14, "readings": 542, "mean_wait": 6.07, "max_wait": 24 }, { "hour": 15, "days": 14, "readings": 538, "mean_wait": 6.1, "max_wait": 17 }, { "hour": 16, "days": 14, "readings": 506, "mean_wait": 6.04, "max_wait": 23 }, { "hour": 17, "days": 14, "readings": 660, "mean_wait": 7.12, "max_wait": 22 }, { "hour": 18, "days": 15, "readings": 592, "mean_wait": 7.58, "max_wait": 29 }, { "hour": 19, "days": 15, "readings": 716, "mean_wait": 10.55, "max_wait": 33 }, { "hour": 20, "days": 15, "readings": 566, "mean_wait": 6.21, "max_wait": 34 }, { "hour": 21, "days": 15, "readings": 591, "mean_wait": 2.68, "max_wait": 12 }, { "hour": 22, "days": 15, "readings": 418, "mean_wait": 1.66, "max_wait": 7 }, { "hour": 23, "days": 15, "readings": 156, "mean_wait": 1.61, "max_wait": 7 } ], "by_weekday": [ { "iso_dow": 1, "day": "Monday", "days": 3, "hours": 47, "readings": 1790, "mean_wait": 6.6, "max_wait": 28 }, { "iso_dow": 2, "day": "Tuesday", "days": 3, "hours": 65, "readings": 2279, "mean_wait": 5.41, "max_wait": 33 }, { "iso_dow": 3, "day": "Wednesday", "days": 2, "hours": 47, "readings": 1854, "mean_wait": 5.87, "max_wait": 31 }, { "iso_dow": 4, "day": "Thursday", "days": 3, "hours": 68, "readings": 2162, "mean_wait": 4.86, "max_wait": 24 }, { "iso_dow": 5, "day": "Friday", "days": 3, "hours": 55, "readings": 1326, "mean_wait": 6.73, "max_wait": 33 }, { "iso_dow": 6, "day": "Saturday", "days": 2, "hours": 43, "readings": 1544, "mean_wait": 6.67, "max_wait": 34 }, { "iso_dow": 7, "day": "Sunday", "days": 2, "hours": 23, "readings": 825, "mean_wait": 5.3, "max_wait": 18 } ], "by_date": [ { "date": "2026-10-01", "hours": 23, "readings": 845, "mean_wait": 5.11, "max_wait": 20 }, { "date": "2026-10-02", "hours": 8, "readings": 160, "mean_wait": 3.16, "max_wait": 9 }, { "date": "2026-10-04", "hours": 18, "readings": 697, "mean_wait": 5.86, "max_wait": 18 }, { "date": "2026-10-05", "hours": 24, "readings": 841, "mean_wait": 6, "max_wait": 27 }, { "date": "2026-10-06", "hours": 23, "readings": 679, "mean_wait": 5.27, "max_wait": 29 }, { "date": "2026-10-07", "hours": 23, "readings": 784, "mean_wait": 4.67, "max_wait": 16 }, { "date": "2026-10-08", "hours": 23, "readings": 830, "mean_wait": 4.9, "max_wait": 15 }, { "date": "2026-10-09", "hours": 24, "readings": 703, "mean_wait": 6.12, "max_wait": 23 }, { "date": "2026-10-10", "hours": 19, "readings": 580, "mean_wait": 6.12, "max_wait": 24 }, { "date": "2026-10-12", "hours": 5, "readings": 170, "mean_wait": 6.23, "max_wait": 28 }, { "date": "2026-10-13", "hours": 18, "readings": 612, "mean_wait": 5.46, "max_wait": 33 }, { "date": "2026-10-14", "hours": 24, "readings": 1070, "mean_wait": 6.76, "max_wait": 31 }, { "date": "2026-10-15", "hours": 22, "readings": 487, "mean_wait": 4.34, "max_wait": 24 }, { "date": "2026-10-16", "hours": 23, "readings": 463, "mean_wait": 8.89, "max_wait": 33 }, { "date": "2026-10-17", "hours": 24, "readings": 964, "mean_wait": 7, "max_wait": 34 }, { "date": "2026-10-18", "hours": 5, "readings": 128, "mean_wait": 2.25, "max_wait": 12 }, { "date": "2026-10-19", "hours": 18, "readings": 779, "mean_wait": 7.34, "max_wait": 24 }, { "date": "2026-10-20", "hours": 24, "readings": 988, "mean_wait": 5.46, "max_wait": 24 } ], "band_shares_oct_7_to_20": null, "zero_share_oct_7_to_20": 0, "checkpoints": [ { "name": "Departure Hall 1, filter VF1", "role": "main", "hours": 337, "days": 18, "readings": 3224, "mean_wait": 7.78, "max_wait": 34, "hours_mean_15_plus": 28, "hours_mean_30_plus": 1, "busiest_hour": 8, "busiest_hour_mean": 13.72, "busiest_hour_days": 14 }, { "name": "Departure Hall 1, filter VF1a", "role": "main", "hours": 193, "days": 17, "readings": 1061, "mean_wait": 9.72, "max_wait": 34, "hours_mean_15_plus": 17, "hours_mean_30_plus": 2, "busiest_hour": 19, "busiest_hour_mean": 13.07, "busiest_hour_days": 15 }, { "name": "Departure Hall 1, filter VF2", "role": "main", "hours": 147, "days": 18, "readings": 1195, "mean_wait": 1.98, "max_wait": 17, "hours_mean_15_plus": 0, "hours_mean_30_plus": 0, "busiest_hour": 5, "busiest_hour_mean": 3.18, "busiest_hour_days": 11 }, { "name": "Departure Hall 2, filter VF1", "role": "main", "hours": 18, "days": 6, "readings": 67, "mean_wait": 9.39, "max_wait": 20, "hours_mean_15_plus": 3, "hours_mean_30_plus": 0, "busiest_hour": null, "busiest_hour_mean": null, "busiest_hour_days": null }, { "name": "Departure Hall 2, filter VF2", "role": "main", "hours": 240, "days": 18, "readings": 2195, "mean_wait": 3.46, "max_wait": 32, "hours_mean_15_plus": 1, "hours_mean_30_plus": 0, "busiest_hour": 19, "busiest_hour_mean": 6.29, "busiest_hour_days": 15 }, { "name": "Departure Hall 3, filter VF3", "role": "main", "hours": 314, "days": 18, "readings": 2891, "mean_wait": 6.38, "max_wait": 31, "hours_mean_15_plus": 16, "hours_mean_30_plus": 0, "busiest_hour": 19, "busiest_hour_mean": 12.82, "busiest_hour_days": 15 }, { "name": "Departure Hall 3, filter VF4", "role": "main", "hours": 199, "days": 17, "readings": 1147, "mean_wait": 4.09, "max_wait": 18, "hours_mean_15_plus": 0, "hours_mean_30_plus": 0, "busiest_hour": 19, "busiest_hour_mean": 5.13, "busiest_hour_days": 12 } ] }, { "code": "ARN", "name": "Stockholm Arlanda", "city": "Stockholm", "country": "Sweden", "publishes": "bands", "how_published": "Ranges such as 5-10 minutes, from Swedavia; we store the top of the range", "published_by": "swedavia.com", "days_with_data": 17, "hours_with_data": 339, "readings": 3947, "mean_wait": 7.89, "max_wait": 25, "hours_mean_15_plus": 0, "hours_mean_30_plus": 0, "first_local_hour": "2026-10-01 00:00:00", "last_local_hour": "2026-10-20 23:00:00", "busiest_hour": { "hour": 16, "days": 14, "readings": 164, "mean_wait": 8.81, "max_wait": 20 }, "quietest_daytime_hour": { "hour": 20, "days": 14, "readings": 168, "mean_wait": 7.68, "max_wait": 10 }, "busiest_weekday": { "iso_dow": 7, "day": "Sunday", "days": 2, "hours": 23, "readings": 266, "mean_wait": 9.53, "max_wait": 10 }, "quietest_weekday": { "iso_dow": 3, "day": "Wednesday", "days": 2, "hours": 47, "readings": 546, "mean_wait": 7.63, "max_wait": 15 }, "worst_hour": { "local_hour": "2026-10-20 16:00:00", "mean_wait": 11.25, "readings": 12, "checkpoints": 2, "max_wait": 20 }, "missing_dates": [ "2026-10-03", "2026-10-11", "2026-10-12" ], "thin_dates": [ "2026-10-02", "2026-10-13", "2026-10-18" ], "by_hour": [ { "hour": 0, "days": 15, "readings": 170, "mean_wait": 7.68, "max_wait": 10 }, { "hour": 1, "days": 15, "readings": 166, "mean_wait": 7.68, "max_wait": 10 }, { "hour": 2, "days": 14, "readings": 162, "mean_wait": 7.69, "max_wait": 10 }, { "hour": 3, "days": 13, "readings": 156, "mean_wait": 7.72, "max_wait": 15 }, { "hour": 4, "days": 13, "readings": 152, "mean_wait": 7.73, "max_wait": 10 }, { "hour": 5, "days": 14, "readings": 158, "mean_wait": 7.85, "max_wait": 10 }, { "hour": 6, "days": 14, "readings": 166, "mean_wait": 8.01, "max_wait": 10 }, { "hour": 7, "days": 15, "readings": 160, "mean_wait": 7.97, "max_wait": 10 }, { "hour": 8, "days": 14, "readings": 168, "mean_wait": 7.77, "max_wait": 10 }, { "hour": 9, "days": 15, "readings": 180, "mean_wait": 7.92, "max_wait": 10 }, { "hour": 10, "days": 15, "readings": 178, "mean_wait": 8.26, "max_wait": 15 }, { "hour": 11, "days": 15, "readings": 168, "mean_wait": 8.04, "max_wait": 20 }, { "hour": 12, "days": 13, "readings": 156, "mean_wait": 8.01, "max_wait": 15 }, { "hour": 13, "days": 13, "readings": 156, "mean_wait": 7.98, "max_wait": 15 }, { "hour": 14, "days": 14, "readings": 164, "mean_wait": 7.83, "max_wait": 10 }, { "hour": 15, "days": 14, "readings": 162, "mean_wait": 8.05, "max_wait": 25 }, { "hour": 16, "days": 14, "readings": 164, "mean_wait": 8.81, "max_wait": 20 }, { "hour": 17, "days": 14, "readings": 164, "mean_wait": 8.05, "max_wait": 15 }, { "hour": 18, "days": 14, "readings": 159, "mean_wait": 7.83, "max_wait": 20 }, { "hour": 19, "days": 14, "readings": 162, "mean_wait": 7.69, "max_wait": 10 }, { "hour": 20, "days": 14, "readings": 168, "mean_wait": 7.68, "max_wait": 10 }, { "hour": 21, "days": 14, "readings": 168, "mean_wait": 7.68, "max_wait": 10 }, { "hour": 22, "days": 14, "readings": 168, "mean_wait": 7.68, "max_wait": 10 }, { "hour": 23, "days": 15, "readings": 172, "mean_wait": 7.67, "max_wait": 10 } ], "by_weekday": [ { "iso_dow": 1, "day": "Monday", "days": 2, "hours": 42, "readings": 446, "mean_wait": 8.29, "max_wait": 15 }, { "iso_dow": 2, "day": "Tuesday", "days": 3, "hours": 57, "readings": 659, "mean_wait": 7.72, "max_wait": 25 }, { "iso_dow": 3, "day": "Wednesday", "days": 2, "hours": 47, "readings": 546, "mean_wait": 7.63, "max_wait": 15 }, { "iso_dow": 4, "day": "Thursday", "days": 3, "hours": 72, "readings": 860, "mean_wait": 7.74, "max_wait": 20 }, { "iso_dow": 5, "day": "Friday", "days": 3, "hours": 56, "readings": 666, "mean_wait": 7.68, "max_wait": 15 }, { "iso_dow": 6, "day": "Saturday", "days": 2, "hours": 42, "readings": 504, "mean_wait": 7.69, "max_wait": 15 }, { "iso_dow": 7, "day": "Sunday", "days": 2, "hours": 23, "readings": 266, "mean_wait": 9.53, "max_wait": 10 } ], "by_date": [ { "date": "2026-10-01", "hours": 24, "readings": 288, "mean_wait": 7.53, "max_wait": 10 }, { "date": "2026-10-02", "hours": 8, "readings": 90, "mean_wait": 7.55, "max_wait": 10 }, { "date": "2026-10-04", "hours": 18, "readings": 216, "mean_wait": 10, "max_wait": 10 }, { "date": "2026-10-05", "hours": 22, "readings": 244, "mean_wait": 8.57, "max_wait": 15 }, { "date": "2026-10-06", "hours": 24, "readings": 288, "mean_wait": 7.57, "max_wait": 10 }, { "date": "2026-10-07", "hours": 23, "readings": 266, "mean_wait": 7.61, "max_wait": 15 }, { "date": "2026-10-08", "hours": 24, "readings": 288, "mean_wait": 7.72, "max_wait": 20 }, { "date": "2026-10-09", "hours": 24, "readings": 288, "mean_wait": 7.53, "max_wait": 10 }, { "date": "2026-10-10", "hours": 18, "readings": 216, "mean_wait": 7.64, "max_wait": 15 }, { "date": "2026-10-13", "hours": 9, "readings": 83, "mean_wait": 7.72, "max_wait": 10 }, { "date": "2026-10-14", "hours": 24, "readings": 280, "mean_wait": 7.64, "max_wait": 15 }, { "date": "2026-10-15", "hours": 24, "readings": 284, "mean_wait": 7.97, "max_wait": 15 }, { "date": "2026-10-16", "hours": 24, "readings": 288, "mean_wait": 7.86, "max_wait": 15 }, { "date": "2026-10-17", "hours": 24, "readings": 288, "mean_wait": 7.73, "max_wait": 10 }, { "date": "2026-10-18", "hours": 5, "readings": 50, "mean_wait": 7.5, "max_wait": 10 }, { "date": "2026-10-19", "hours": 20, "readings": 202, "mean_wait": 7.95, "max_wait": 10 }, { "date": "2026-10-20", "hours": 24, "readings": 288, "mean_wait": 7.87, "max_wait": 25 } ], "band_shares_oct_7_to_20": [ { "minutes": 5, "share": 0.464, "raw_readings": 1309 }, { "minutes": 10, "share": 0.525, "raw_readings": 1482 }, { "minutes": 15, "share": 0.009, "raw_readings": 24 }, { "minutes": 20, "share": 0.002, "raw_readings": 5 }, { "minutes": 25, "share": 0, "raw_readings": 1 } ], "zero_share_oct_7_to_20": 0, "checkpoints": [ { "name": "Terminal 2", "role": "main", "hours": 339, "days": 17, "readings": 1974, "mean_wait": 5.69, "max_wait": 15, "hours_mean_15_plus": 0, "hours_mean_30_plus": 0, "busiest_hour": 16, "busiest_hour_mean": 6.82, "busiest_hour_days": 14 }, { "name": "Terminal 5 (5F)", "role": "main", "hours": 339, "days": 17, "readings": 1973, "mean_wait": 10.08, "max_wait": 25, "hours_mean_15_plus": 2, "hours_mean_30_plus": 0, "busiest_hour": 16, "busiest_hour_mean": 10.8, "busiest_hour_days": 14 } ] }, { "code": "BCN", "name": "Barcelona-El Prat", "city": "Barcelona", "country": "Spain", "publishes": "bands", "how_published": "Ranges such as under 5 or 5-10 minutes, from Aena; we store the top of the range", "published_by": "aena.es", "days_with_data": 16, "hours_with_data": 295, "readings": 9937, "mean_wait": 6.04, "max_wait": 20, "hours_mean_15_plus": 1, "hours_mean_30_plus": 0, "first_local_hour": "2026-10-01 00:00:00", "last_local_hour": "2026-10-20 23:00:00", "busiest_hour": { "hour": 8, "days": 12, "readings": 406, "mean_wait": 8.06, "max_wait": 20 }, "quietest_daytime_hour": { "hour": 21, "days": 12, "readings": 426, "mean_wait": 5.4, "max_wait": 20 }, "busiest_weekday": { "iso_dow": 7, "day": "Sunday", "days": 2, "hours": 23, "readings": 711, "mean_wait": 7.87, "max_wait": 20 }, "quietest_weekday": { "iso_dow": 3, "day": "Wednesday", "days": 2, "hours": 47, "readings": 1617, "mean_wait": 5.59, "max_wait": 20 }, "worst_hour": { "local_hour": "2026-10-04 09:00:00", "mean_wait": 20, "readings": 12, "checkpoints": 2, "max_wait": 20 }, "missing_dates": [ "2026-10-03", "2026-10-11", "2026-10-12", "2026-10-16" ], "thin_dates": [ "2026-10-02", "2026-10-13", "2026-10-15", "2026-10-18" ], 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3.07, "max_wait": 20 }, { "date": "2026-10-08", "hours": 24, "readings": 144, "mean_wait": 4.73, "max_wait": 20 }, { "date": "2026-10-09", "hours": 24, "readings": 144, "mean_wait": 3.23, "max_wait": 20 }, { "date": "2026-10-10", "hours": 24, "readings": 144, "mean_wait": 4.6, "max_wait": 20 }, { "date": "2026-10-11", "hours": 24, "readings": 144, "mean_wait": 3.54, "max_wait": 18 }, { "date": "2026-10-12", "hours": 24, "readings": 144, "mean_wait": 4.57, "max_wait": 20 }, { "date": "2026-10-13", "hours": 24, "readings": 134, "mean_wait": 4.02, "max_wait": 20 }, { "date": "2026-10-14", "hours": 24, "readings": 144, "mean_wait": 4.06, "max_wait": 20 }, { "date": "2026-10-15", "hours": 24, "readings": 144, "mean_wait": 3.03, "max_wait": 18 }, { "date": "2026-10-16", "hours": 24, "readings": 144, "mean_wait": 6.48, "max_wait": 20 }, { "date": "2026-10-17", "hours": 24, "readings": 144, "mean_wait": 4.45, "max_wait": 20 }, { "date": "2026-10-18", "hours": 24, "readings": 144, "mean_wait": 6.54, "max_wait": 20 }, { "date": "2026-10-19", "hours": 24, "readings": 144, "mean_wait": 3.37, "max_wait": 20 }, { "date": "2026-10-20", "hours": 24, "readings": 144, "mean_wait": 1.86, "max_wait": 14 } ], "band_shares_oct_7_to_20": null, "zero_share_oct_7_to_20": 0, "checkpoints": [ { "name": "Central security", "role": "main", "hours": 480, "days": 20, "readings": 2870, "mean_wait": 3.65, "max_wait": 20, "hours_mean_15_plus": 8, "hours_mean_30_plus": 0, "busiest_hour": 11, "busiest_hour_mean": 8.59, "busiest_hour_days": 20 } ] } ], "coverage": { "european_airports_with_october_rows": 24, "band_shares_window": "raw readings observed 2026-10-07 00:00 to 2026-10-21 00:00 UTC (the raw table keeps 14 days)" } }