Flight-Delay-Prediction

This repo is 2018 Fall EE608 Final Project: The Prediction of Flight Delays Using Regression Method

Team Member:

Ziran Gong zgong5@stevens.edu Yuqing Luo yluo27@stevens.edu Bowen Li bli50@stevens.edu

Dataset

Due to the size, I upload all the dataset to google drive.
In this project, we use data first month which using the first 3 week to predict the last week.

https://drive.google.com/drive/folders/1LDDwiQW-74P5NFDTEpCAfETxSIBNu7cC?usp=sharing

Web Page

https://sites.google.com/view/ee608

Install

Step1:

1.1 Install Anaconda

Windows&nbsp macOS&nbsp Linux&nbsp


1.2 Create Python3.6 environment

conda create -n ee608 python=3.6

Step2:

2.1 Install Jupyter Notebook & JupyterLab

2.2 Install python package

Search and apply the package name below on Anaconda

Or

Using Anaconda Prompt

conda install package-name

2.3 Install other package

Search and apply the package name below on Anaconda

Step3:

3.1 Start JupyterLab

Run code

Download the dataset

Before you run the code, you need to downlown all the 3 datasets using the link and make sure you put the code and datasets in the same folder.

Flight delay prediction

flights-delay-prediction.ipynb

Use Shift + Enter to run code step by step.
Then, you can get the result of each process in the middle of the operation.
After run it to the final step, you can get the flight delay prediction result for two model.

Airlines Rank & Recommandation

rank.ipynb

Use Shift + Enter to run code step by step.
Then, you can get the results in the data processing process.
Finally, you can get the rank histogram and the recommandation.

Conclusion

Notice:

Make sure you download all the datasets and put the same folder before run the code!!!