Publications by Eric Erkela
Survey of Most Harmful Weather Events (Reproducible Research Project 2)
Synopsis Every year, extreme weather claims hundreds of lives and causes billions of dollars in damage. Using comprehensive data from the National Oceanic and Atmospheric Administration, we can identify which types of atmospheric events have the greatest negative impact on both population health and economic well-being. To do that, this analysis ...
9686 sym R (15731 sym/33 pcs) 3 img
Allied Bombing Operations in WW2
THOR Data Theater History of Operations (THOR), is a painstakingly cultivated database of historic aerial bombings from World War I through Vietnam. The value of THOR is immense, and has already proven useful in finding unexploded ordinance in Southeast Asia and improving Air Force combat tactics. Our goal is to see where public discourse and inn...
812 sym R (1617 sym/4 pcs)
Plotly Exploration
11/24/2020 THOR Data Theater History of Operations (THOR), is a painstakingly cultivated database of historic aerial bombings from World War I through Vietnam. The value of THOR is immense, and has already proven useful in finding unexploded ordinance in Southeast Asia and improving Air Force combat tactics. Our goal is to see where public disco...
832 sym
Allied Bombing Operations in WWII - app pitch
11/26/2020 Digitized History Theater History of Operations (THOR), is a painstakingly cultivated database of historic aerial bombings from World War I through Vietnam. The value of THOR is immense, and has already proven useful in finding unexploded ordinance in Southeast Asia and improving Air Force combat tactics. Incorporating digitized paper...
909 sym R (888 sym/2 pcs) 1 img
Data Science Specialization Capstone Project: Milestone Report
Dependencies Listed below are all the packages required for this project, as well as their build versions and diagnostic info. For more information on the quanteda Natural Language Processing (NLP) package, visit https://quanteda.io/ ## Loading required package: quanteda ## Warning: package 'quanteda' was built under R version 4.0.3 ## Package ve...
3847 sym R (5253 sym/22 pcs) 2 img
Smoothing Comparison for NGram Text Prediction - Slide Deck
5/22/2021 Introduction Text prediction is such a ubiquitous technology that most virtual keyboards ship with a prediction model built right into their user interface, yet the inner workings of these models are rarely explained intuitively. The app presented here attempts to do so, demystifying the backend details used to generate text prediction...
2366 sym 1 img 1 tbl