Samantha Finley, Data Scientist
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Professional Portfolio


A curated selection of my work

Twitoff!

Who would ever tweet that?

Posted on November 14, 2019

Twitoff is a Flask app with an integrated user-editable Postgres database that uses a simple NLP model to predict which of two Twitter accounts is more likely to tweet a given statement. [Read More]
Tags: summary

Who's Going to Vote?

An Interactive Predictive Model

Posted on October 25, 2019

A web app made with Plotly Dash that presents a predictive model of voter turnout built on real-world data. [Read More]
Tags: summary

Storytelling and Data

Visualizing the 2015 Boston Marathon

Posted on September 27, 2019

A brief exploration of the 2015 Boston Marathon, looking at how closely times at checkpoints throughout the race correlate with finishing time and final rank. I place particular emphasis on interpreting outliers. [Read More]
Tags: summary
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