/UIowa_Summer_Projects

Reports on Fitbit Time Series Clustering and UTI Seasonality projects

Primary LanguageHTML

Project R codes

Here are the analysis codes of my summer internship projects at Innovation Lab, University of Iowa Health Ventures:

  1. Examining Seasonality of Recurrent UTIs (Urinary Tract Infections)
  2. Time-series Clustering of Fitbit Walking Pattern

Project 1: Examining Seasonality of Recurrent UTIs

Building on the lab's previous study on the seasonality of UTI cases, I looked at recurrent UTIs cases specifically and examined the seasonlity of recurrent UTIs and the relationship between incidence and weather.

Project 2: Time-series Clustering of Fitbit Walking Pattern

To help identify users who are more likely to drop out of an exercise application game, I built a clustering algorithm to classify user's walking pattern on a day-to-day basis. A detailed report on the method is attached in the folder.

Note :

Due to confidentiality issues, both datasets are not public. Therefore, only analysis codes and knitted HTML files are available on this repository.