Applying vital decisions for new airline routes and aircraft utilization are important factors for airline decisionmaking. For data driven analysis key points such as airliners route distance, availability on seats/freight/mails and fuel are considered. The airline route profitability optimization model is proposed based on performing Big data analytics over large scale aviation data under multiple heuristic methods, based on which practical problemsareanalysed.Analysis should be done based on

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... ey criteria, identified by operational needs and load revenues from operational systems e.g. passenger, cargo, freights, airport, country, aircraft, seat class etc.,The result shows that the analysis is simple and convenient with concrete decision.