AdamChapnik
I'm an undergrad majoring in Political Science with minors in Statistics and Political Philosophy, working on combining these interests.
StudentVassar College
Pinned Repositories
2Life-COVID-Testing
An analysis of 2Life Communities resident demographic data in relation to responses to a COVID-19 testing consent waiver, using multiple logistic regressions with interaction terms for each campus dataset.
Airline-Itineraries
A research paper into the effect of extra layovers on the price of airline itineraries, analyzed using multiple linear regression.
Chinese-Twitter-Propaganda
Utilizing coordination analysis – guided by predictions based on principal-agent theory as applied to political astroturfing networks on Twitter – I investigate the Chinese government's propaganda tactics on Twitter.
MLB-Dataset
(IN PROGRESS) Combines web scraped and downloaded datasets to allow for the possibility of predicting various game and plate appearance outcomes using neural networks.
Predicting-MLB-Hits
A research paper on predicting pitch outcomes in MLB games utilizing multiple logistic regressions while utilizing novel statistics based on Statcast data.
promotion-analysis
AdamChapnik's Repositories
AdamChapnik/2Life-COVID-Testing
An analysis of 2Life Communities resident demographic data in relation to responses to a COVID-19 testing consent waiver, using multiple logistic regressions with interaction terms for each campus dataset.
AdamChapnik/Airline-Itineraries
A research paper into the effect of extra layovers on the price of airline itineraries, analyzed using multiple linear regression.
AdamChapnik/Chinese-Twitter-Propaganda
Utilizing coordination analysis – guided by predictions based on principal-agent theory as applied to political astroturfing networks on Twitter – I investigate the Chinese government's propaganda tactics on Twitter.
AdamChapnik/MLB-Dataset
(IN PROGRESS) Combines web scraped and downloaded datasets to allow for the possibility of predicting various game and plate appearance outcomes using neural networks.
AdamChapnik/Predicting-MLB-Hits
A research paper on predicting pitch outcomes in MLB games utilizing multiple logistic regressions while utilizing novel statistics based on Statcast data.
AdamChapnik/promotion-analysis