# Project: Predict User Type Based on Citibike Data

This was a project done about 9 months ago, in April, 2019.&#x20;

Back then, I submitted the same project for two courses, one is an individual project, using KNN and C4.5 for classification on user type (subscriber/customer). Then I used the same code for data-preprocessing on a team project, with the same topic, and with my team members. We included Naive Bayes and PCA in the analysis. &#x20;

The slide was submitted during the individual project (KNN & C4.5), while the report was written for the group project (with Naive Bayes, PCA, Logistic Regression included).&#x20;

### Project Slides

{% embed url="<https://www.icloud.com/keynote/0ePzInWaAGTbaOWFf_Vr_CNdA#Predict_User_Type_Based_on_Citibike_Data>\_" %}

### Project Report

{% embed url="<https://docs.google.com/document/d/1-I-qtV5sjaUyDNK0XMLtCZK5Q_XSRWpLvdv9sg88vCg/edit?usp=sharing>" %}
