Kelly Cash's repositories
API-weather-analysis-and-vacation-planning
An API project that pulls weather from 500+ cities and examines correlations of weather measurements with latitude. Additionally, cities are filtered for "perfect" vacation weather, hotels are found near the perfect spots and a humidity heatmap is created using the hotel spots. Created using Pandas in Jupyter notebook and Jupyter gmaps.
SQLalchemy-Hawaii-trip
A climate analysis conducted to assist with planning a trip to Honolulu, HI. This analysis uses Python, SQLAlchemy, Flask and Pandas in Jupyter notebook to analyze and share the climate data from a sqlite database.
Belly-button-biodiversity-dashboard
Interactive dashboard displaying data from the Belly Button Biodiversity project. This was created using JavaScript, D3, Plotly and HTML.
Crime-trends-in-Atlanta
Examines crime trends in Atlanta from 2009-2020, especially focusing on changes that occurred during the COVID-19 pandemic.
Earthquake-mapping
Earthquake data from the USGS GeoJSON page was used to map earthquakes over the last week. Leaflet for Javascript, CSS, HTML and Mapbox were used to create the map visualization.
Excel-kickstarter-campaign
This excel practice project involves kickstarter campaign data. Additional calculations, conditional formatting, pivot tables and charts were used to analyze the data. The word document contains a write-up of the analysis.
Global-Space-Launches
An interactive dashboard highlighting Global Space Launches from 1957-August 2020, using a Python Flask-powered API with HTML, CSS, JavaScript and SQL.
Informative-Mars-website
This website displays some recent information about Mars that was scraped from several websites. Pandas in Jupyter Notebook, BeautifulSoup, Requests/Splinter, a Python powered Flask application, MongoDB, HTML and CSS were used.
Stroke-prediction
Machine learning models were evaluated with Pandas in Jupyter notebooks using a stroke prediction dataset. The chosen model was connected to an interactive Tableau dashboard that predicts a user's stroke risk using a Tabpy server.
Fictional-pharmaceutical-drug-analysis
An analysis of data from a fictional pharmaceutical company comparing the performance of drugs of interest for treating skin cancer.
Healthcare-vs-Income-D3
A visualization showing a correlation between lack of healthcare and poverty-level income was created using US Census data with D3, JavaScript and HTML.
Pandas-fantasy-game-analysis
Purchasing data analysis for a fictional online fantasy game using Pandas in Jupyter notebook.
postgreSQL-fictional-corporation-data-analysis
Practice with postgreSQL: set up a database with fabricated data from a fake company, run analysis queries, and finish analysis by connecting to the database in Pandas with Jupyter notebook.
Python-financial-and-election-data
Python practice with fictional financial and election datasets.
UFO-Sightings-dropdown
Interactive website allowing the user to use dropdown menus to filter a small subset of UFO sighting data from 2010. This was created using JavaScript, D3, HTML and CSS.
VBA-stock-analysis
This VBA practice project creates summary tables of calculations taken from the large excel file of three years of stock data. and adds conditional formatting to some of the numbers. The code is written to loop through each year's worksheet by running it once.
Weather-analysis-website
A website with a functional navbar displaying data from my API-weather-analysis-and-vacation-planning project repo (plotting weather data from 500+ cities across the globe; plotting some common weather measurements vs. city latitude).