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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.
State of Kaggle 2022
Side Project
R
- Data analysis project on Kaggle survey data.
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.
Public health workers face crisis and fear post-covid
The New York Times
Data Analysis
Reporting
- Data journalism team project surveying the state of state and local health departments post-covid anniversary.
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