Yves De Jesus
data analyst specializing in spatial analysis (GIS)
Home » Projects
Projects
Somerville Schools Traffic Safety
Side Project
Python GeoPandas Leafmap Spatial Analysis- Spatial analysis of crash data (2023-2025) and traffic volumes near Somerville public schools using Geopandas and Leafmap.
- Developed priority rankings based on crash frequency, injury severity, and traffic exposure to identify high-risk school zones.
- Created interactive maps with Folium and static visualizations with Matplotlib.
Streamlit Aviation Dashboard
Side Project
Python Data Engineering Google Cloud Platform- Interactive dashboard hosted on Streamlit showcasing insights from aviation data.
- Features include visualizations of flight routes, airline statistics, and travel distance metrics.
- Utilizes GCP for data engineering, and Streamlit for data analysis, visualization, and dashboard creation.
Subreddit Sentiment Analysis, A Course Final Project
Side Project
Python NLP Text Processing- Computational text processing project using NLP libraries such as spaCy for entity recognition and nltk for sentiment analysis.
Customer Segmentation, A Course Final Project
Side Project
R K-means Clustering Segmentation- Unsupervised learning, customer segmentation project.
Creating isochrone maps via OSMnx
Side Project
Python- First attempt at using the street network analysis package, OSMnx.
Minnesotans are 'driving like crazy,' and it's killing people
The Star Tribune
Python Data Analysis Reporting- Data analysis of speeding citation data in Minnesota revealed connection to understaffed police departments.
Soaring property values shock owners in Minnesota lake country
The Star Tribune
Python Data Analysis Reporting- Heavy data analysis project of property data for a news piece on soaring property values in northern Minnesota.
Tracking employees vaccine mandates
The New York Times
Reporting- Collaborative and meticulous data scraping project formed the tracking of this story on incoherent vaccine mandates across the US.