Projects in Awesome Lists by fbarffmann
A curated list of projects in awesome lists by fbarffmann .
https://github.com/fbarffmann/pymaceuticals
Analyzed cancer drug treatment data using Python and Matplotlib to compare tumor response, survival rates, and metastasis across regimens. Includes summary statistics and visual insights.
Last synced: 24 Apr 2025
https://github.com/fbarffmann/tornado-damage-dashboard
Built a Flask dashboard visualizing 1,000+ US tornadoes from 2023 using Leaflet.js and MongoDB. Interactive maps show tornado magnitude, damage, and frequency.
api data-visualization flask geospatial leaflet mongodb pandas python tornado-dashboard
Last synced: 24 Apr 2025
https://github.com/fbarffmann/citibike-covid-analysis
Analyzed NYC CitiBike usage during March 2020 to assess the impact of COVID-19 using Python and Tableau. Includes ridership breakdowns, user type trends, and interactive dashboard.
citibike covid19 data-analysis data-visualization exploratory-data-analysis pandas python tableau transportation
Last synced: 24 Apr 2025
https://github.com/fbarffmann/credit-risk-classification
Classified 19,000+ loans as high-risk or healthy using logistic regression. Achieved 100% precision for healthy loans and 84% precision for high-risk loans.
classification credit-risk data-analysis logistic-regression machine-learning model-evaluation pandas python scikit-learn
Last synced: 24 Apr 2025
https://github.com/fbarffmann/cryptoclustering
Clustered over 100 cryptocurrencies using K-Means and PCA to identify market patterns. Optimized clustering retained 89.5% explained variance.
clustering crypto-analysis data-visualization hvplot k-means machine-learning pandas pca python sklearn
Last synced: 24 Apr 2025
https://github.com/fbarffmann/project2
Built an ETL pipeline to clean and load crowdfunding campaign data into a PostgreSQL database using Python and SQL.
crowdfunding data-cleaning data-engineering database-design erd etl pandas postgresql python sql
Last synced: 24 Apr 2025
https://github.com/fbarffmann/mycitibike
Built an interactive Leaflet.js map visualizing over 750 Citi Bike station locations in NYC. Analyzed usage patterns, station density, and user navigation across the network.
citibike data-analysis data-visualization geojson geospatial interactive-map javascript leaflet nyc web-mapping
Last synced: 24 Apr 2025
https://github.com/fbarffmann/project1
Analyzed factors influencing movie profitability using Python. Cleaned and visualized film industry data to uncover trends in budgets, sales, genres, and ratings.
box-office-analysis data-analysis data-visualization matplotlib movie-industry pandas python regression seaborn
Last synced: 24 Apr 2025
https://github.com/fbarffmann/belly-button-challenge
Built an interactive JavaScript dashboard to visualize bacterial biodiversity from belly button samples. Analyzed data from 153 participants and identified OTU 1167 as the most common bacteria.
biodiversity dashboard data-analysis data-visualization interactive-charts javascript json plotly
Last synced: 24 Apr 2025
https://github.com/fbarffmann/car_price_prediction
Predicted used car prices with a Random Forest model (R² = 0.96) using Python. Analyzed 2,000+ listings and visualized trends with Tableau.
car-price-prediction data-analysis machine-learning pandas python random-forest regression sklearn tableau
Last synced: 24 Apr 2025
https://github.com/fbarffmann/sqlalchemy-challenge
Built a Flask API with SQLAlchemy to analyze and visualize Hawaii climate data. Automated data extraction and developed database queries for temperature and precipitation insights.
api climate-data data-analysis data-visualization flask orm python sql sqlalchemy sqlite
Last synced: 24 Apr 2025
https://github.com/fbarffmann/home_sales
Analyzed 25,000+ home sales using PySpark and SparkSQL. Identified pricing trends by year built, home features, and view rating. Optimized query run-time by 70% using caching.
aws big-data data-analysis home-sales parquet pyspark python spark spark-sql sql
Last synced: 24 Apr 2025
https://github.com/fbarffmann/nosql-challenge
uilt and queried a MongoDB database to analyze UK restaurant data. Cleaned over 1,000 records and extracted insights on hygiene ratings, customer trends, and business locations.
data-analysis data-cleaning database-analysis json mongodb nosql pymongo python restaurant-data
Last synced: 24 Apr 2025
https://github.com/fbarffmann/sql-challenge
Designed and queried a PostgreSQL employee database to analyze salary trends and organizational structure. Built ERD, created tables, and developed business-focused SQL queries.
data-cleaning data-modeling database-analysis employee-database erd postgresql salary-analysis sql
Last synced: 24 Apr 2025
https://github.com/fbarffmann/python-api-challenge
Accessed and analyzed real-world weather and location data using Python and public APIs. Automated data collection, cleaned API responses, and visualized geographic trends to support business-ready insights.
api automation data-analysis data-visualization google-places-api mapping openweathermap-api pandas python weather-analysis
Last synced: 24 Apr 2025
https://github.com/fbarffmann/python-challenge
Automated financial and election data analysis using Python. Cleaned and transformed large CSV datasets, calculated key business metrics, and generated automated reports for stakeholders.
automation csv data-analysis data-cleaning election-analysis financial-analysis python reporting
Last synced: 24 Apr 2025
https://github.com/fbarffmann/pandas-challenge
Analyzed school budget and performance data using Python and Pandas to uncover trends by school type, size, and spending per student.
Last synced: 24 Apr 2025
https://github.com/fbarffmann/deep-learning-challenge
Predicted donation outcomes for a nonprofit using TensorFlow and neural networks. Includes data preprocessing, model tuning, and evaluation to optimize binary classification accuracy.
Last synced: 24 Apr 2025
https://github.com/fbarffmann/vba-challenge
Built an Excel VBA script to automate stock market analysis across multiple years. Programmatically calculated and visualized key financial metrics, reducing manual reporting time and improving data accuracy.
automation data-analysis excel excel-vba financial-analysis reporting stock-market vba
Last synced: 24 Apr 2025
https://github.com/fbarffmann/leaflet-challenge
Mapped 1,000+ real-time earthquakes with Leaflet.js using USGS API. Visualized depth and magnitude using size and color-coded markers.
api d3 data-visualization earthquakes geojson geospatial-mapping javascript leaflet usgs
Last synced: 14 Apr 2025