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Margaret Thorpe's Projects

biodiversity-challenge icon biodiversity-challenge

Interactive dashboard for exploring microbial diversity. Built using Plotly, Javascript, D3.js and HTML, the dashboard visualizes a dataset that catalogs the microbes colonizing human navels from the Belly Button Biodiversity project.

california-wildfires icon california-wildfires

A dashboard to analyze & visualize historical California wildfire incident data and identify trends, using our Wildfire 1.0 API. Created using csv2json, PostgreSQL, NodeJS, Plotly, Leaflet, Bootstrap, Javascript, HTML and CSS.

covid-vaccinations-etl-project icon covid-vaccinations-etl-project

Extracts, transforms and loads COVID-19 vaccination data from multiple sources into a consolidated PostgreSQL database using Python, Pandas, Psycopg, Jupyter Notebook and SQL Alchemy.

d3-challenge icon d3-challenge

Analyzes & visualizes current COVID-19 vaccination and infection rates across the US to better understand state level trends.

javascript-challenge icon javascript-challenge

This project uses Javascript, HTML and CSS to dynamically generate a searchable table of UFO sightings.

matplotlib-challenge icon matplotlib-challenge

This study compares the performance of Pymaceuticals' drug of interest, Capomulin, versus several other treatment regimens.

pandas-challenge icon pandas-challenge

Analyzes School District data and reports on key trends in school performance.

python-api-challenge icon python-api-challenge

Worldwide weather analysis & vacation destination selection. Creates & visualizes a world weather model using Python, Pandas, Matplotlib and the Open Weather Map API. Locates ideal vacation destinations using Google Places API and Jupyter-gmaps.

sqlalchemy-challenge icon sqlalchemy-challenge

Climate analysis and data exploration of a climate database. Analysis is done using Python Pandas, Matplotlib and SQLAlchemy. API for querying climate data is built using Flask.

vba-challenge icon vba-challenge

This VBA script loops through several years of stock data summarizing each stock's activity for the year & identifying stocks with extreme performance profiles.

web-design-challenge icon web-design-challenge

Website showcasing the findings of the "Anxiety and Depression in the time of COVID-19" project, where we explored the relationship between COVID-19 and mental health in the US.

web-scraping-challenge icon web-scraping-challenge

Scrapes various websites for data related to the mission to Mars using Splinter and Beautiful Soup, stores it in a MongoDB database, and displays it on a consolidated web page.

wildfire-detection icon wildfire-detection

This project creates a convolutional neural network (CNN) to monitor PTZ fire camera images in real-time and detect early signs of wildfire. Created using Keras-Tensorflow, Flask, OpenCV, Pillow, Python, JavaScript, Bootstrap, HTML and CSS.

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