NTSB investigations, 1967
70 cases where the phase of flight was Standing.
Cases per year
| 1962 | 2 |
|---|---|
| 1963 | 3 |
| 1964 | 113 |
| 1965 | 86 |
| 1966 | 63 |
| 1967 | 70 |
| 1968 | 36 |
| 1969 | 44 |
| 1970 | 52 |
| 1971 | 50 |
| 1972 | 54 |
| 1973 | 34 |
| 1974 | 56 |
| 1975 | 22 |
| 1976 | 32 |
| 1977 | 26 |
| 1978 | 37 |
| 1979 | 40 |
| 1980 | 29 |
| 1981 | 26 |
| 1982 | 31 |
| 1983 | 46 |
| 1984 | 35 |
| 1985 | 42 |
| 1986 | 40 |
| 1987 | 53 |
| 1988 | 41 |
| 1989 | 36 |
| 1990 | 25 |
| 1991 | 30 |
| 1992 | 24 |
| 1993 | 30 |
| 1994 | 35 |
| 1995 | 33 |
| 1996 | 23 |
| 1997 | 24 |
| 1998 | 28 |
| 1999 | 29 |
| 2000 | 27 |
| 2001 | 36 |
| 2002 | 25 |
| 2003 | 29 |
| 2004 | 24 |
| 2005 | 25 |
| 2006 | 38 |
| 2007 | 23 |
| 2008 | 21 |
| 2009 | 30 |
| 2010 | 26 |
| 2011 | 30 |
| 2012 | 27 |
| 2013 | 14 |
| 2014 | 22 |
| 2015 | 22 |
| 2016 | 33 |
| 2017 | 18 |
| 2018 | 16 |
| 2019 | 10 |
| 2020 | 12 |
| 2021 | 9 |
| 2022 | 16 |
| 2023 | 15 |
| 2024 | 18 |
| 2025 | 22 |
| 2026 | 16 |
Where
Latest cases
Query with SQL
duckdb -csv -c "WITH phase_names(main, name) AS (VALUES (100, 'Prior to flight'), (150, 'Standing'), (200, 'Pushback/towing'), (250, 'Taxi'), (300, 'Takeoff'), (350, 'Initial climb'), (400, 'Enroute'), (450, 'Maneuvering'), (500, 'Approach'), (550, 'Landing'), (600, 'Emergency descent'), (650, 'Uncontrolled descent'), (700, 'Post-impact'), (750, 'After landing'), (800, 'Other'), (990, 'Unknown')),
crosswalk(code, main, name) AS (VALUES (500, 150, 'Standing'), (501, 150, 'Standing - pre-flight'), (502, 150, 'Standing - starting engine(s)'), (503, 150, 'Standing - engine(s) operating'), (504, 150, 'Standing - engine(s) not operating'), (505, 150, 'Standing - idling rotors'), (510, 250, 'Taxi'), (511, 200, 'Taxi - pushback/tow'), (512, 250, 'Taxi - to takeoff'), (513, 250, 'Taxi - from landing'), (514, 250, 'Taxi - aerial'), (520, 300, 'Takeoff'), (521, 300, 'Takeoff - roll/run'), (522, 350, 'Takeoff - initial climb'), (523, 300, 'Takeoff - aborted'), (530, 400, 'Climb'), (531, 400, 'Climb - to cruise'), (540, 400, 'Cruise'), (541, 400, 'Cruise - normal'), (542, 400, 'Maneuvering - holding (IFR)'), (550, 400, 'Descent'), (551, 400, 'Descent - normal'), (552, 600, 'Descent - emergency'), (553, 650, 'Descent - uncontrolled'), (560, 500, 'Approach'), (561, 500, 'Approach - VFR pattern - downwind'), (562, 500, 'Approach - VFR pattern - base turn'), (563, 500, 'Approach - VFR pattern - base leg/base to final'), (564, 500, 'Approach - VFR pattern - final approach'), (565, 500, 'Go-around (VFR)'), (566, 500, 'Approach - IAF to FAF/outer marker (IFR)'), (567, 500, 'Approach - FAF/outer marker to threshold (IFR)'), (568, 500, 'Circling (IFR)'), (569, 500, 'Missed approach (IFR)'), (570, 550, 'Landing'), (571, 550, 'Landing - flare/touchdown'), (572, 550, 'Landing - roll'), (573, 550, 'Landing - aborted'), (574, 550, 'Emergency landing'), (575, 550, 'Emergency landing after takeoff'), (576, 600, 'Emergency descent/landing'), (580, 450, 'Maneuvering'), (581, 450, 'Maneuvering - aerial application'), (582, 450, 'Maneuvering - turn to reverse direction'), (583, 450, 'Maneuvering - turn to landing area (emergency)'), (590, 450, 'Hover'), (591, 450, 'Hover - in ground effect'), (592, 450, 'Hover - out of ground effect'), (600, 800, 'Other'), (610, 990, 'Unknown')),
current_codes AS (
SELECT e.case_mkey, TRY_CAST(e.\"tier1Number\" AS INTEGER) AS code,
row_number() OVER (PARTITION BY e.case_mkey ORDER BY coalesce(e.\"isDefiningEvent\", false) DESC, e.position) AS n
FROM 'https://openairdocs.org/data/latest/ntsb_events.parquet' e
WHERE e.aircrafts_position = 1 AND e.\"tier1Number\" GLOB '[1-9][0-9]*'
AND (e.\"isDefiningEvent\" OR e.case_mkey IN (SELECT \"mKey\" FROM 'https://openairdocs.org/data/latest/ntsb_case_detail.parquet' WHERE \"isPre1982\"))
),
phases AS (
SELECT case_mkey, 'current' AS scheme, code, CASE WHEN code >= 990 THEN 990 ELSE code // 50 * 50 END AS main
FROM current_codes WHERE n = 1
UNION ALL
SELECT o.case_mkey, 'older', o.\"phaseOfFlightCode\", w.main
FROM 'https://openairdocs.org/data/latest/ntsb_occurrences.parquet' o JOIN crosswalk w ON w.code = o.\"phaseOfFlightCode\"
WHERE o.aircrafts_position = 1 AND o.\"occurrenceNumber\" = 1 AND o.case_mkey NOT IN (SELECT case_mkey FROM current_codes)
),
case_phases AS (
SELECT p.*, c.\"eventDate\", c.\"highestInjuryLevel\" = 'Fatal' AS fatal, a.aircraft_model_code
FROM phases p JOIN 'https://openairdocs.org/data/latest/ntsb_case_detail.parquet' c ON c.\"mKey\" = p.case_mkey
LEFT JOIN 'https://openairdocs.org/data/latest/ntsb_aircrafts.parquet' a ON a.case_mkey = p.case_mkey AND a.position = 1
WHERE c.\"eventDate\" >= DATE '1962-01-01' AND p.main IN (SELECT main FROM phase_names)
)
SELECT c.\"ntsbNumber\", c.\"eventDate\", c.\"eventType\", c.\"eventCity\", c.\"eventStateOrRegion\", a.n_number, a.\"aircraftMake\", a.\"aircraftModel\", c.\"highestInjuryLevel\", c.\"totalFatal\", c.\"completionStatus\", c.report_url
FROM 'https://openairdocs.org/data/latest/ntsb_case_detail.parquet' c LEFT JOIN 'https://openairdocs.org/data/latest/ntsb_aircrafts.parquet' a ON a.case_mkey = c.\"mKey\" AND a.position = 1
WHERE year(c.\"eventDate\") = 1967
AND c.\"mKey\" IN (SELECT case_mkey FROM case_phases WHERE main = 150)
ORDER BY c.\"eventDate\" DESC, c.\"ntsbNumber\" DESC"Prints the whole list as CSV. It reads the release’s Parquet files over HTTPS, so there’s nothing to download first. Install DuckDB to run it.
WITH phase_names(main, name) AS (VALUES (100, 'Prior to flight'), (150, 'Standing'), (200, 'Pushback/towing'), (250, 'Taxi'), (300, 'Takeoff'), (350, 'Initial climb'), (400, 'Enroute'), (450, 'Maneuvering'), (500, 'Approach'), (550, 'Landing'), (600, 'Emergency descent'), (650, 'Uncontrolled descent'), (700, 'Post-impact'), (750, 'After landing'), (800, 'Other'), (990, 'Unknown')),
crosswalk(code, main, name) AS (VALUES (500, 150, 'Standing'), (501, 150, 'Standing - pre-flight'), (502, 150, 'Standing - starting engine(s)'), (503, 150, 'Standing - engine(s) operating'), (504, 150, 'Standing - engine(s) not operating'), (505, 150, 'Standing - idling rotors'), (510, 250, 'Taxi'), (511, 200, 'Taxi - pushback/tow'), (512, 250, 'Taxi - to takeoff'), (513, 250, 'Taxi - from landing'), (514, 250, 'Taxi - aerial'), (520, 300, 'Takeoff'), (521, 300, 'Takeoff - roll/run'), (522, 350, 'Takeoff - initial climb'), (523, 300, 'Takeoff - aborted'), (530, 400, 'Climb'), (531, 400, 'Climb - to cruise'), (540, 400, 'Cruise'), (541, 400, 'Cruise - normal'), (542, 400, 'Maneuvering - holding (IFR)'), (550, 400, 'Descent'), (551, 400, 'Descent - normal'), (552, 600, 'Descent - emergency'), (553, 650, 'Descent - uncontrolled'), (560, 500, 'Approach'), (561, 500, 'Approach - VFR pattern - downwind'), (562, 500, 'Approach - VFR pattern - base turn'), (563, 500, 'Approach - VFR pattern - base leg/base to final'), (564, 500, 'Approach - VFR pattern - final approach'), (565, 500, 'Go-around (VFR)'), (566, 500, 'Approach - IAF to FAF/outer marker (IFR)'), (567, 500, 'Approach - FAF/outer marker to threshold (IFR)'), (568, 500, 'Circling (IFR)'), (569, 500, 'Missed approach (IFR)'), (570, 550, 'Landing'), (571, 550, 'Landing - flare/touchdown'), (572, 550, 'Landing - roll'), (573, 550, 'Landing - aborted'), (574, 550, 'Emergency landing'), (575, 550, 'Emergency landing after takeoff'), (576, 600, 'Emergency descent/landing'), (580, 450, 'Maneuvering'), (581, 450, 'Maneuvering - aerial application'), (582, 450, 'Maneuvering - turn to reverse direction'), (583, 450, 'Maneuvering - turn to landing area (emergency)'), (590, 450, 'Hover'), (591, 450, 'Hover - in ground effect'), (592, 450, 'Hover - out of ground effect'), (600, 800, 'Other'), (610, 990, 'Unknown')),
current_codes AS (
SELECT e.case_mkey, TRY_CAST(e."tier1Number" AS INTEGER) AS code,
row_number() OVER (PARTITION BY e.case_mkey ORDER BY coalesce(e."isDefiningEvent", false) DESC, e.position) AS n
FROM 'https://openairdocs.org/data/latest/ntsb_events.parquet' e
WHERE e.aircrafts_position = 1 AND e."tier1Number" GLOB '[1-9][0-9]*'
AND (e."isDefiningEvent" OR e.case_mkey IN (SELECT "mKey" FROM 'https://openairdocs.org/data/latest/ntsb_case_detail.parquet' WHERE "isPre1982"))
),
phases AS (
SELECT case_mkey, 'current' AS scheme, code, CASE WHEN code >= 990 THEN 990 ELSE code // 50 * 50 END AS main
FROM current_codes WHERE n = 1
UNION ALL
SELECT o.case_mkey, 'older', o."phaseOfFlightCode", w.main
FROM 'https://openairdocs.org/data/latest/ntsb_occurrences.parquet' o JOIN crosswalk w ON w.code = o."phaseOfFlightCode"
WHERE o.aircrafts_position = 1 AND o."occurrenceNumber" = 1 AND o.case_mkey NOT IN (SELECT case_mkey FROM current_codes)
),
case_phases AS (
SELECT p.*, c."eventDate", c."highestInjuryLevel" = 'Fatal' AS fatal, a.aircraft_model_code
FROM phases p JOIN 'https://openairdocs.org/data/latest/ntsb_case_detail.parquet' c ON c."mKey" = p.case_mkey
LEFT JOIN 'https://openairdocs.org/data/latest/ntsb_aircrafts.parquet' a ON a.case_mkey = p.case_mkey AND a.position = 1
WHERE c."eventDate" >= DATE '1962-01-01' AND p.main IN (SELECT main FROM phase_names)
)
SELECT c."ntsbNumber", c."eventDate", c."eventType", c."eventCity", c."eventStateOrRegion", a.n_number, a."aircraftMake", a."aircraftModel", c."highestInjuryLevel", c."totalFatal", c."completionStatus", c.report_url
FROM 'https://openairdocs.org/data/latest/ntsb_case_detail.parquet' c LEFT JOIN 'https://openairdocs.org/data/latest/ntsb_aircrafts.parquet' a ON a.case_mkey = c."mKey" AND a.position = 1
WHERE year(c."eventDate") = 1967
AND c."mKey" IN (SELECT case_mkey FROM case_phases WHERE main = 150)
ORDER BY c."eventDate" DESC, c."ntsbNumber" DESCRun it at the DuckDB prompt, or in any tool that reads Parquet over HTTPS. More ways to query the release are on Use the data.
NTSB DIA68A0027Accident · No injuriesClosedSikorsky H-19G · Lebanon, VANTSB LAX68D0245Accident · No injuriesClosedBell 47J-2 · Sunflower, AZNTSB NYC68F0328Accident · No injuriesClosedPiper PA-23 · Winooski, VTNTSB CHI68D0474Accident · No injuriesClosedCessna 150E · Indianapolis, INNTSB NYC68F0296Incident · Serious injuriesClosedPiper PA-28 · Hershey, PANTSB MKC68D0369Accident · Serious injuriesClosedPiper PA-28 · St.Charles, MONTSB NYC68D0333Accident · Minor injuriesClosedCessna 172 · White Plains, NYNTSB NYC68A0072Accident · Minor injuriesClosedBell 47G · Newark Apt Fac, NJNTSB FTW68D0334Accident · No injuriesClosedRyan ST-3KR · Tulsa, OKNTSB NYC68F0269Accident · No injuriesClosedCessna 150 · Teterboro, NJNTSB NYC68F0251Accident · No injuriesClosedBeech A23 · Medford, NJNTSB MIA68I0032Incident · No injuriesClosedLockheed 188 · Pensacola, FLNTSB ANC68A0022Accident · No injuriesClosedSikorsky S-55B · Pt.Woronzoff, AKNTSB NYC68D0223Accident · Serious injuriesClosedCessna 140A · Atlantic City, NJNTSB MKC68A0024Accident · No injuriesClosedHughes 269A · Sibley, MONTSB MIA68D0205Accident · Serious injuriesClosedErco 415-C · Columbia, SCNTSB SEA68A0024Accident · 1 fatalClosedAero Comdr 680 · Portland, ORNTSB MKC68F0190Accident · No injuriesClosedBeech 65 · Wichita, KSNTSB DIA68D0071Accident · No injuriesClosedPiper PA-28 · Edgewater, MDNTSB NYC68D0145Accident · No injuriesClosedTaylorcraft BC12-D · Bethel, MENTSB LAX68D0117Accident · No injuriesClosedCessna 185 · Glendale, AZNTSB SEA68D0167Accident · Serious injuriesClosedPiper PA-22 · Creswell, ORNTSB NYC68I0021Incident · No injuriesClosedFairchild FH-227 · Massena, NYNTSB MKC68F0095Accident · No injuriesClosedCessna 172 · Devils Lake, NDNTSB NYC68F0058Accident · No injuriesClosedPiper PA-28 · Norwood, MANTSB MKC68D0080Accident · No injuriesClosedCessna 182 · Oskaloosa, IANTSB FTW68A0004Accident · No injuriesClosedBell 204-B · Laplace, LANTSB ANC68A0001Accident · No injuriesClosedBell 47D1 · Tok, AKNTSB MKC68F0075Accident · No injuriesClosedBeech V35 · Fargo, NDNTSB LAX67A0118Accident · No injuriesClosedBell 47G3B1 · Van Nuys, CANTSB MIA68D0024Accident · No injuriesClosedPiper PA-32 · Miami, FLNTSB FTW67F0646Accident · No injuriesClosedChampion 7EC · Winnsboro, LANTSB DIA68F0005Accident · No injuriesClosedCessna 182 · Quinton, VANTSB CHI68D0057Accident · No injuriesClosedAero Comdr 560-E · Wheeling, ILNTSB OAK67D0335Accident · No injuriesClosedChampion 7FC · San Carlos, CANTSB SEA68D0052Accident · Serious injuriesClosedCessna 150 · Albany, ORNTSB OAK67A0079Accident · No injuriesClosedHiller UH-12A · Fresno, CANTSB NYC67I0158Incident · Serious injuriesClosedBensen B-8M · Hooksett, NHNTSB MIA68F0073Accident · No injuriesClosedCessna 310J · Atlanta, GANTSB NYC67I0150Incident · No injuriesClosedVertol 107-II · Newark, NJNTSB FTW67F0543Accident · No injuriesClosedNavion B · Tahlequah, OKNTSB OAK67D0294Accident · No injuriesClosedCessna 172 · Reno, NVNTSB FTW67F0539Accident · No injuriesClosedCessna 210 · Atlanta, TXNTSB DEN67D0248Accident · No injuriesClosedCessna 182C · Lander, WYNTSB MKC67D0538Accident · No injuriesClosedCessna 206 · Kansas City, KSNTSB MIA67A0099Accident · No injuriesClosedGrumman G-159 · Boca Raton, FLNTSB DIA67D0075Accident · No injuriesClosedPiper PA-22 · Patuxent Nas, MDNTSB FTW67F0489Accident · No injuriesClosedBeech 65 · Terminal, TXNTSB CHI67I0107Incident · No injuriesClosedConvair CV-340 · Cleveland, OHNTSB LAX67F0372Accident · No injuriesClosedAero Comdr 520 · Long Beach, CA