Jessie J. Smith's repositories
personal-sentiment-analysis
Data Science project that implements sentiment analysis on your personal facebook account. By cross-examining the public timeline posts vs. the private messages, I created visualizations to discover if my private sentiment is different than my public sentiment. Then, I used a machine learning algorithm to predict what my future sentiment might be.
fairness-ml-tutorial
Open Source tutorial for introductory data scientists to implement fairness models to correct for training data redundantly encoded with bias.
FairnessFeedback
The repo that holds the code for the ongoing study assessing whether fairness metrics can help minimize unwanted feedback loops in certain multistakeholder recommender systems.
DatosProfundos
An open source repository for English and Spanish speakers who are interested in learning how to use data science to create a social impact.
TwitterTrends
A tutorial to reverse engineer Twitter's trending algorithm. In this repo you will also find a report that highlights some ethical concerns with social media engagement manipulation.
intro.python.ethics
A full curriculum to teach introductory coding in python through the use of modern ethics, HCI, & STS case studies.
ProPublicaCritique
Replicating the famous ProPublic Machine Bias study with an emphasis on gender bias rather than racial bias
guber
A simplified version of Uber
MachineLearningPlayground
Testing out some basics to practice my machine learning skills!
MappingSLC
A mapping SLC project.
recsys-signal-study
A mixed methods study to see the impact that choosing different surrogate problems and different positive signals in data for recommender systems has on various optimization metrics for users
ReduxSimpleStarter
Starter pack for an awesome Udemy course
simpleFacebookApp
A simplified version of Facebook to understand React-Redux and MVC better
SocialMediaDataMining
Code & Stuffs from my Social Media Data Mining Grad Course
Tempo
CPE 308 - Tempo