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Amanda Nyren's Projects

baseball_salary_analysis icon baseball_salary_analysis

Machine Learning research project to determine if we can predict a Major League Baseball player's salary based on batting statistics.

belly-button-biodiversity-webviz icon belly-button-biodiversity-webviz

This interactive webpage shows visualizations of the Belly Button Biodiversity dataset and allows the user to explore individual samples.

citibike_analysis icon citibike_analysis

This goal of this project is to analyze the data found in the Citi Bike Trip History Logs, find two unexpected phenomena, visualize these phenomena, and present them in a clear and logical story in Tableau.

climate_analysis icon climate_analysis

Exploration of Hawaiian climate data using SQLAlchemy, Pandas, and Matplotlib. Flask App serves the climate data to a variety of endpoints.

credit-risk-evaluator icon credit-risk-evaluator

Machine Learning algorithms trained to predict whether an individual is a credit risk based on their loan size, the interest rate, their income and debt-to-income ratio, the number of accounts open in their name, derogatory marks, and their total debt.

data_sandbox icon data_sandbox

Sandbox for continuing to practice data analysis and visualization skill during boot camp

dvs_2022_soti icon dvs_2022_soti

Data Visualization Society's State of the Industry Survey Challenge for 2022

earthquake_mapping icon earthquake_mapping

Interactive web-based map of earthquakes that have occurred over the last 7 days using Leaflet and a GeoJSON file from the US Geological Survey. The markers are color coded to represent the depth of the quake and sized based on the magnitude.

employee-sql-database icon employee-sql-database

This repo contains code to create, query, and analyze employee data using PostgreSQL, SQLAlchemy, and Python..

genders.wtf icon genders.wtf

Fork of genders.wtf to submit humorous gender options from online forms

latitude icon latitude

Responsive website that displays graphs of latitude versus various weather conditions.

mission_to_mars icon mission_to_mars

Project to scrape various websites for information on Mars and display on a responsive webpage

myopia-prediction icon myopia-prediction

Unsupervised Machine Learning project to cluster patients in the myopia dataset for separate analysis.

pystar icon pystar

Python Programming Workshops For Women and their Friends

python-challenge icon python-challenge

Python challenges for homework 3 of the University of Minnesota Data Visualization & Analytics Boot Camp

vba-challenge icon vba-challenge

VBA challenge for UMN Data Visualization and Analysis Bootcamp

volcanic-eruptions icon volcanic-eruptions

Full-stack website that visualizes data on significant volcanic eruptions in the 21st century.

weather_analysis icon weather_analysis

The aim of this project was to determine how latitude affects temperature, humidity, cloud cover, and windspeed. We were then to use this data to find our ideal vacation cities based on weather and find a hotel in each of those cities.

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