Current Projects
DATA ANALYSIS
Dashboard Exploring UK Vehicle Accidents: Day of Week & Age of Driver Analysis
prepared for job interview using publicly available data
Also available in Looker Studio: UK Accident Rates: 2015-2019
Analyzing Bike Count Numbers in Portland, OR - On Hold
In my latest project, I am diving into the world of urban cycling in Portland, Oregon. This project involves examining bike count data collected from the city's pneumatic counters and comparing it to the number of bikeways and bike lanes distributed across different city sectors and neighborhoods. By analyzing these numbers, I aim to uncover patterns and trends in bike usage throughout the city.
Moreover, I am incorporating additional layers of data, such as median income and other demographic and economic factors, to explore their potential impact on bike counts in various areas. Through this multifaceted analysis, my goal is to provide insights that can inform urban planning and promote more equitable access to cycling infrastructure.
Feel free to follow along as I develop visuals and continue my analysis; find my WIP Looker report embedded below. A final report will be available here upon conclusion of my analysis.
Data sources include:
City of Portland
ARC GIS public data
Portland Monthly
RESEARCH
Currently pre-print on Reasearch Gate, DOI: 10.13140/RG.2.2.35810.95681
PROGRAMMING/ML/NLP
This project is for a course in my Graduate Program, Computational Techniques for Linguists. The goal is to create a scalable app using OOP (object oriented program), modularization, and Test-Driven Development. It is written in Python and makes use of MySQL and Flask API.
The goal of the program is to analyze, parse and classify text linguistically using spacy and NLTK packages; the results are then stored in a database that can be queried.