Data Science
A folder for Data Science projects
This repository commits to Data Science projects.
- Arizona-Pesticide-Usage-Map:
- A web-based Shiny application built with R to explore pesticide use in the State of Arizona, 1992-2016.
- Learnt basics and layout of Shiny app
- Built a Shiny web application coupled by Flexboard package
- Visualized pesticide usage with an interactive map & line chart using Leaflet & Plotly
- Expense Tracker:
- Learnt basics and layout of Streamlit app
- Built a Python web application built using Streamlit
- Connected to and stored customer data in NoSQL database from deta
- Visualized personal expense with an interactive Sankey chart using Plotly
- Exploring neighborhoods & Chinese Restaurants in Toronto:
- Define a business problem, looked for data on the web
- Used Foursquare API to compare different neighborhoods of Toronto to figure out the status quo of Asian & Chinese restaurants
- Determined which neighborhood is most suitable for starting a new Chinese restaurant