Refereed

CS001 Systems and Infrastructure for Applied Data Science

Wed, Apr 29, 10:30 AM - 12:00 PM Room Regency Ballroom CD Hyatt Regency Milwaukee

Systems and Infrastructure for Applied Data Science

3 Presentations

YoudrawitR: Integrating Interactive Graphical Testing into the ggplot2 Ecosystem

10:35 AM - 11:00 AM

Co-authors: Alisa Krasilnikov (California Polytechnic State University of San Luis Obispo), Emily Robinson (California Polytechnic State University - San Luis Obispo), Alisa Krasilnikov (California Polytechnic State University of San Luis Obispo)

Graphics Graphical Testing User Interaction Statistical Visualization Exploratory Data Analysis Data Visualization

AQ-Shiny: A Shiny Platform for Air-Quality Exploration, Model Selection, and Spatiotemporal Prediction

11:00 AM - 11:25 AM

Co-authors: Alison Kleffner (Creighton University), Zeinab Mohamed (Oberlin College and Conservatory), Alison Kleffner (Creighton University)

Air Quality PM2.5 Geostatistics INLA/SPDE Shiny Spatiotemporal Prediction

Container-driven Reproducible Research with Development Containers

11:25 AM - 11:50 AM

Co-authors: Ronaldas Paulius Lencevičius (UC Santa Barbara), Ronaldas Paulius Lencevičius (UC Santa Barbara), Ronaldas Paulius Lencevičius (UC Santa Barbara), Sang-Yun Oh (UC Santa Barbara)

reproducibility containers Docker development containers dev containers