The Fundamental Clustering Problems Suite (FCPS) summaries 54 state-of-the-art clustering algorithms, common cluster challenges and estimations of the number of clusters as well as the testing for cluster tendency.

Materials for the the Analyzing Time Series at Scale with Cluster Analysis in R Workshop

Syracuse University, Masters of Applied Data Science - MAR 653 Marketing Analytics

R package for OpenCPU backend to detect and visualize spatio-temporal disease clusters from the web

To describe age-gender unbiased COVID-19 subphenotypes regarding severity patterns through a two-stage clustering approach using patient phenotypes and demographic features. Additional source and temporal variability assessments are included as part of data quality analyses.

Identified distinct clusters and driving forces for climate related discussions on Reddit

Master thesis research project prepared for the MSc in Management at Barcelona School of Management.

Temporal clustering to group suburban areas; random forest to reverse engineer driving factors for each cluster

R and ArcGIS Assignments from GGRC30 Advanced GIS and GGRC42 Spatial Multivariate Analysis (UTSC)

Semi-automatic system to perform a clustering analysis of academic histories from undergraduate students with the objective of identifying students at-risk of dropuot

A topic designed by Warwick Business School requires students to enhance loan portfolio management by utilising cluster analysis to group borrowers with similar characteristics, enabling personalised loan products, targeted marketing strategies, and a better customer support process to serve the unique needs of each segment through cluster analysis

US University admissions data has been analysed using multivariate techniques

A projected aimed at understanding how resources vary in Northern Cape cities or towns to make decisions that influence policy amendments

Utilized Jupyter Notebooks to scrape over 8,764 articles from a medical news site and applied clustering, LDA topic modeling, and classification techniques to find similar news topics and predict article sentiment

Workflow to reduce GO bias (Gene propagation)

Multivariate analysis on Social Media addiction conducted in a Rutgers Business School classroom

Neste projeto de Análise de Recursos Humanos, temos como objetivo responder questões-chave sobre gestão de talentos e rotatividade de colaboradores em uma empresa fictícia.

Processing, QC, and Visualizing 5 Molecular Data Types

Dan McLinden

Work team repo for code and coursework associated with ORLA 6541 Applied Data Science in Organizations at Teachers College, Columbia University.