Flight-Delay-Prediction-system

A Project that aim to predict delay of flight and predict it so u can serve clients better

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tech used in this project till now ?

• Plotly: used for interactive visualizations
• Conda : used as an enviroment
• TensorFlow: used for artifacting neural network for prediction

How to edit on Flight-Prediction System ?

• Fork Repo
• fetch it on ur local
• install dependancies and enviroment

    conda env create -f environment.yml

Data Details :

• YEAR, MONTH, DAY, DAY_OF_WEEK: dates of the flight
• AIRLINE: An identification number assigned by US DOT to identify a unique airline
• ORIGIN_AIRPORT and DESTINATION_AIRPORT: code attributed by IATA to identify the airports
• SCHEDULED_DEPARTURE and SCHEDULED_ARRIVAL : scheduled times of take-off and landing
• DEPARTURE_TIME and ARRIVAL_TIME: real times at which take-off and landing took place
• DEPARTURE_DELAY and ARRIVAL_DELAY: difference (in minutes) between planned and real times
• DISTANCE: distance (in miles)

Team Members

• Aly El-Deen Yasser Ali Aly El-Badry
• Maryam Ahmad Maryam Ahmad

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Open Source

project is open for modifications and adding new features. fell free to fork it.