MeshalAlamr/flight-price-prediction
Predicting flight ticket prices using a random forest regression model based on scraped data from Kayak. A Kayak scraper is also provided.
This project helps travelers find the best flight deals by predicting ticket prices. It takes flight search criteria (like source, destination, and stops) from Kayak and outputs an estimated flight price, helping you choose the optimal time to book or travel. This is for anyone looking to save money on airfare.
No commits in the last 6 months.
Use this if you want to predict flight ticket prices to a desired destination to find the cheapest option and the best time to travel.
Not ideal if you need real-time, instantaneous price predictions for a wide range of less common routes or very short-notice travel.
Stars
52
Forks
19
Language
Jupyter Notebook
License
—
Category
Last pushed
Jul 26, 2023
Commits (30d)
0
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/ml-frameworks/MeshalAlamr/flight-price-prediction"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
Higher-rated alternatives
Mohshaikh23/Dynamic-Pricing-Strategy
Adjusting the prices of a product or service based on various factors in real time
KalyanM45/Flight-Fare-Prediction
This project aims to provide users with a tool to predict flight fares based on various...
ananttripathi/Tourism_Project
End-to-end MLOps pipeline for predicting customer purchase of a wellness tourism package....
smartinternz02/SI-GuidedProject-4884-1627462177
Natural Gas Price Prediction System Using IBM Watson services
Pegah-Ardehkhani/Flight-Price-EDA-and-Prediction
Analyze and Predict the Flight Price Using Machine Learning Models and Plotly Library