SKYSHARK DATA SET

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DOWNLOADS

Dataset Description/Details Size Link
airports.csv read more 6,5 MB download
aircrafts.csv read more 18,4 MB download
flight_schedule.csv read more 6,9 MB download
states.csv read more (12,32GB unpacked) 4 GB download

STATES

Attribute Data Type Description
id int64 Timestamp used to track latency of tuples. Is not part of the state itself, when downloaded from OpenSky but added by the benchmarking tool.
icao24 char[6] Unique ICAO 24-bit address of the transponder in hex string representation.
callsign char[9] Callsign of the vehicle. Can be null if no callsign has been received.
origin_country char[30] Country name inferred from the ICAO 24-bit address. Can be null.
time_position int32 Unix timestamp (seconds) for the last position update. Can be null if no position report was received by OpenSky within the past 15s.
last_contact int32 Unix timestamp (seconds) for the last update in general. This field is updated for any new, valid message received from the transponder.
longitude double WGS-84 longitude in decimal degrees. Can be null.
latitude double WGS-84 latitude in decimal degrees. Can be null.
baro_altitude double Barometric altitude in meters. Can be null.
on_ground char[6] Boolean value which indicates if the position was retrieved from a surface position report.
velocity double Velocity over ground in m/s
true_track double True track in decimal degrees clockwise from north (north=0°). Can be null.
vertical_rate double Vertical rate in m/s. A positive value indicates that the airplane is climbing, a negative value indicates that it descends. Can be null.
sensors char[16] IDs of the receivers which contributed to this state vector. Is null if no filtering for sensor was used in the request.
geo_altitude double Geometric altitude in meters. Can be null.
squawk int16 The transponder code aka Squawk. Can be null.
spi char[6] Whether flight status indicates special purpose indicator.
position_source int8 Origin of this state’s position.

The description is taken from OpenSky and modified for this benchmark.

AIRCRAFTS

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Attribute Data Type Description
icao24 char[6] Unique ICAO 24-bit address of the transponder in hex string representation.
registration string Registration of the aircraft
manufacturer string Manufacturer of the aircraft
airline string Name of the airline operating the aircraft
airline_code string ID of the airline
owner string Owner of the aircraft

The reference data set is based on the aircraft dataset on OpenSky

AIRPORTS

Attribute Data Type Description
id int32 Unique benchmark specific id
ident string ICAO code if available. Otherwise local airport code
type string Type of the airport, e.g. "closed_airport", "large_airport"
name string The official name, including "Airport", "Airstrip", etc.
latitude double The airports latitude in decimal degrees
longitude double The ariport longitude in decimal degrees
elevation_ft double The airport elevation MSL in feet
continent string The code for the continent, where the airport is located
country string Two letter country code
region string An alphanumeric code for the high-level administrative subdivision

The airport dataset is based on OurAirports. We modified the dataset to fit our requirements.

FLIGHT SCHEDULE

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Attribute Data Type Description
callsign string Callsign of the vehicle. Can be null if no callsign has been received.
icao24 char[6] Unique ICAO 24-bit address of the transponder in hex string representation.
dep_airport char[4] 4 letter code of the departure airport
dep_time int32 Unix timestamp of the departure
arr_airport char[4] 4 letter code of the arrival airport
arr_time int32 Unix timestamp of the arrical airport
cur_pos_late double Current latitude of the aircraft
cur_pos_long double Current longitude of the aircraft
time_to_destination int32 Time to destination
flight_phase string Current flight phase of the aircraft