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Ryan's Projects

msa-project icon msa-project

A look into Mass Shootings in America (MSA) in the last 4 years. Created an interactive map that show incident locations and states are colored based on poverty data in an effort to find relationships.

plotly-challenge icon plotly-challenge

An interactive dashboard to explore Bacteria Biodiversity. Uses Plotly.js and D3.js

spotify-project icon spotify-project

Used Spotify API and CSV files containing the Spotify top 200 streams 2019 and 2020. Used to determine how streams and mood changed during the pandemic.

tableau_citi_bike icon tableau_citi_bike

Tableau dashboard for Citi Bike Data uncovering phenomena. Analyzes popular start and ending locations, user breakdown by age, gender, and subscriber status, and the total number of trips, trip duration, and peak hours.

twitter_sentimentalanalysis icon twitter_sentimentalanalysis

Machine learning models and analysis for Twitter sentiments. Detects and positive or negative emotion through the text of a tweet.

videogame_etl icon videogame_etl

Project used Pandas to create multiple data frames from CSV files containing the top ranked video games sales, publishers, developers, and more information. The data frames were cleaned and then used SQL to create a relational database joining everything together

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