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johbry17/README.md

I'm a data analyst and visualization nerd with a generalist's curiosity, a traveler's wonder, and a bartender’s rapport.

I approach data like a translator, blending analytical rigor with the emotional clarity of storytelling to bridge insight and audience, helping it click with anyone reading. My projects are hands-on, thoughtful, and well-documented—designed not just to solve problems, but to communicate them clearly. I care as much about the why as the how.

Lately, I’ve turned that same lens toward machine learning, working to make predictive models as understandable as they are powerful.

Beyond the pixels, I read widely, nurture a thriving garden, and chase sunshine across continents. You’ll often find me happily lost in mountain switchbacks, shoreline strolls, or neighborhoods old and new.

📊 Tools & Technologies

  • Languages: Python, R, SQL, JavaScript
  • Visualization: Matplotlib, Seaborn, Plotly, Leaflet, ggplot2, Tableau
  • Machine Learning: scikit-learn, XGBoost, SHAP
  • Data Wrangling & EDA: pandas, NumPy, Tidyverse
  • Databases: PostgreSQL, SQLite, MongoDB
  • Web Dev & Scraping: Flask, Django, REST APIs, Beautiful Soup
  • Dev Tools: Git, Jupyter, RStudio, VS Code

🔗 Portfolio | 📄 Resume | 📫 Email | 🔗 LinkedIn

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  1. Salifort-Employee-Churn-ml Salifort-Employee-Churn-ml Public

    HR analytics capstone using Python to forecast employee churn and inform retention strategy at Salifort Motors.

    Jupyter Notebook

  2. Cyclistic-Analytics Cyclistic-Analytics Public

    Exploratory and statistical analysis of ride data for a fictional bikeshare company, completed in R and R Markdown.

    HTML

  3. DC-AirBnB-Data DC-AirBnB-Data Public

    End-to-end data pipeline and web app analyzing Airbnb data in Washington, DC with PostgreSQL and Django.

    Jupyter Notebook

  4. Harvest-Party Harvest-Party Public

    Fundraising data analysis and visualization project with Python, Tableau, and JavaScript for public transparency.

    Jupyter Notebook

  5. USGS-Earthquake-Map USGS-Earthquake-Map Public

    Web map visualizing seismic activity worldwide over the past 30 days, powered by USGS GeoJSON and Leaflet.

    JavaScript

  6. Waypoints-A-Personal-BioGeography Waypoints-A-Personal-BioGeography Public

    An interactive travelogue mapping my personal history, built with Leaflet, GeoJSON, and open geospatial data.

    Jupyter Notebook