Integrated Dataset of Brazilian Flights

Resumo


The Brazilian commercial aviation system achieved the first position among Latin American countries and the fifteenth place worldwide on the Revenue Passenger-Kilometer ranking. The availability of flight information, including meteorological conditions, enables studies about the Brazilian flight system, such as flight delays and timetabling. Therefore, this paper contributes to such studies by offering an integrated dataset containing data on departure and arrival for flights departing and arriving at Brazilian airports comprising the period from 2000 to 2019. This paper presents a dataset composed of 15, 505, 922 records of flight data, each containing 45 attributes. The attributes include data regarding the airline, flight, airports, meteorological conditions, scheduled and elapsed times for departure and arrival.

Palavras-chave: air transport, integrated dataset, BFD

Referências

ANAC. Agência Nacional de Aviação Civil. Technical report, https://www.gov.br/anac/pt-br, 2015.

ASOS. Automated Surface Observing System. Technical report, https://mesonet.agron.iastate.edu/ASOS/, 2000.

ICAO. Annual Report of the Council 2014. Technical report, http://www.icao.int/annual-report-2014/Pages/default.aspx, 2015.

L. Moreira, C. Dantas, L. Oliveira, J. Soares, and E. Ogasawara. On Evaluating Data Preprocessing Methods for Machine Learning Models for Flight Delays. In Proceedings of the International Joint Conference on Neural Networks, volume 2018-July, 2018.

R. Arnaldo Scarpel and L.C. Pelicioni. A data analytics approach for anticipating congested days at the São Paulo International Airport. Journal of Air Transport Management, 72:1–10, 2018.

A. Sternberg, D. Carvalho, L. Murta, J. Soares, and E. Ogasawara. An analysis of Brazilian flight delays based on frequent patterns. Transportation Research Part E: Logistics and Transportation Review, 95:282–298, 2016a.

Alice Sternberg, Diego Carvalho, Leonardo Murta, Jorge Soares, and Eduardo Ogasawara. Experimental Evaluation. Technical report, https://eic.cefet-rj.br/~dal/an-analysis-of-brazilian-flight-delays-based-on-frequent-patterns/, 2016b.

New York Times. Brazil Demands Solution to Aviation Crisis. Technical report, https://www.nytimes.com/2007/07/19/world/americas/19brazil.html, 2007.

P. Vassiliadis. A survey of extract-transform-load technology. International Journal of Data Warehousing and Mining, 5(3):1–27, 2009.
Publicado
18/07/2021
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TEIXEIRA, Claudio; GIUSTI, Lucas; SOARES, Jorge; SANTOS, Joel dos; AMORIM, Glauco; OGASAWARA, Eduardo. Integrated Dataset of Brazilian Flights. In: BRAZILIAN E-SCIENCE WORKSHOP (BRESCI), 15. , 2021, Evento Online. Anais [...]. Porto Alegre: Sociedade Brasileira de Computação, 2021 . p. 89-96. ISSN 2763-8774. DOI: https://doi.org/10.5753/bresci.2021.15793.