Getting Started
[Project repo] On People Analytics for predicting employee turnover. (Employee Experience article included)
Python 🐍 Library 📦 with a self-administered questionnaire that assesses a person's 🗣 personality according to the Big Five model 🌊, using the IPIP-NEO.
An explanation-first HR analytics system that reconstructs why employee exit becomes rational. Instead of predicting attrition, it generates human-readable exit narratives by decomposing pressure and retention forces, adding peer context and counterfactual interventions to reveal how stability erodes over time.
A project seeking it to make it easier for companies to compare the representation of different groups in a company workforce to the local labor force across geography. I am fairly new to this, so let me know if I've set up anything incorrectly!
Projeto de people analytics, utilizando machine learning na clusterização de dados de funcionários que poderão deixar a empresa.
People analytics project in R that implements predictive modeling to identify employees most likely to leave a company. Discussion around implications for the sample firm and proposed interventions draw on best practices in organizational development.
A side project for collecting & displaying a list of people whose work I admire!
A script that scrapes all current WeWork coworking space locations and outputs them in a CSV.
Sharing codes to create an interactive network graph and some insights to analyze a network
This project analyzes fictional recruiting data through two main approaches - prediction and explanation. A multilayer perceptron is used for prediction and logistic regression for explanation.
A python script that leverages both web scraping and meetup's api to create a rich dataset on a particular topic
R code used in the article "Gender Pay Gap And People Analytics: A Practice With Open Data"
An interactive analytics dashboard for the Drexel University Peer Counseling Helpline
R code used in the article "Predicting Employee Attrition: R vs DMWay"
Counts number of people in frame and writes number into .txt file
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