{"id":15132644,"url":"https://github.com/shahaba83/airplane-ticket-cancellation","last_synced_at":"2026-02-25T03:43:01.660Z","repository":{"id":257249250,"uuid":"857746410","full_name":"ShahabA83/Airplane-Ticket-Cancellation","owner":"ShahabA83","description":"In this project, we try to predict the possibility of canceling the plane ticket by the buyer","archived":false,"fork":false,"pushed_at":"2024-09-15T15:04:37.000Z","size":8935,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-06-09T02:03:55.264Z","etag":null,"topics":["datatime","numpy","pandas","python","scikit-learn","seaborn"],"latest_commit_sha":null,"homepage":"","language":"Jupyter 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Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# The subject of the project:\n**In this project, we try to predict the possibility of canceling the plane ticket by the buyer**\n\n---\n\n### Pyhton:\nThis project is completely written in Python \u003c/br\u003e\n\u003cimg src = \"https://img.shields.io/badge/Python-f39f37\" /\u003e\n#### Required libraries:\n\u003cimg src = \"https://img.shields.io/badge/pandas-f39f37\" /\u003e \u003cimg src = \"https://img.shields.io/badge/numpy-f39f37\" /\u003e \u003cimg src = \"https://img.shields.io/badge/datetime-f39f37\" /\u003e\n\u003cimg src = \"https://img.shields.io/badge/scikit learn-f39f37\" /\u003e \u003cimg src = \"https://img.shields.io/badge/seaborn-f39f37\" /\u003e\n\n---\n\n\u003ch2 style=\"line-height:200%;font-family:vazir;color:#0099cc\"\u003e\n\u003cfont color=\"#0099cc\"\u003e\nIntroduction to the dataset:\n\u003c/font\u003e\n\u003c/h2\u003e\n\n\u003cp\u003e\n\u003cfont size=3\u003e\nThe data set contains 101017 rows, the description of each column is given in the table below\n\u003c/font\u003e\n\u003c/p\u003e\n\n\u003ccenter\u003e\n\u003cdiv\u003e\n\u003cfont size=3\u003e\n    \n|Column|Description|\n|:------:|:---:|\n|Created|Ticket registration time|\n|CancelTime|When the passenger canceled the ticket|\n|DepartureTime|Time to move|\n|BillID|Purchase ID|\n|TicketID|Ticket ID|\n|ReserveStatus|Customer payment status|\n|UserID|UserID|\n|Male|Does the ticket belong to a woman or a man|\n|Price|Ticket price without discount|\n|CouponDiscount|Discount applied by the person on the ticket|\n|From|Origin of travel|\n|To|Travel destination|\n|Domestic|Is the trip domestic or foreign|\n|VehicleType|Specifies the details of the car|\n|VehicleClass|Is it a first class vehicle or not|\n|Vehicle|Vehicle type|\n|HashPassportNumber_p|HashPassport|\n|HashEmail|HashEmail|\n|BuyerMobile|BuyerMobile|\n|NationalCode|NationalCode|\n|TripReason|Reason for travel|\n|Cancel|Is the ticket canceled or not|\n\n\n---\n### Accuracy Model:\nIn this project, the accuracy of the model reaches 99%\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fshahaba83%2Fairplane-ticket-cancellation","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fshahaba83%2Fairplane-ticket-cancellation","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fshahaba83%2Fairplane-ticket-cancellation/lists"}