Chad Peltier
Chad Peltier
Data Projects
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Classifying New Testament Authors Using Huggingface Transformers
Using Huggingface Transformers to classify New Testament authorship.
Last updated on Feb 3, 2022
1 min read
NLP
How to Find Your Next Scary Movie
Since college, my friends and I have had scary movie nights where we watch a different horror movie. I tend to like supernatural horror movies, zombie movies, and anything that is surreal/dream-like, like Twin Peaks.
Last updated on Feb 18, 2021
15 min read
How Durable Are Democrats' Gains in Georgia?
library(tidyverse) library(tidycensus) library(sf) library(lubridate) library(janitor) library(GGally) library(patchwork) library(gt) library(srvyr) There have been roughly eight billion articles analyzing data from the 2020 election, specifically in Georgia, where I was born and currently live.
Last updated on Jan 25, 2021
34 min read
R
Which Counties Have More Libraries
The Public Library Survey from the Institute of Museum and Library Services provides data on libraries across the county. Since my wife and I use the heck out of our library (shoutout to Palaces for the People!
Last updated on Jan 18, 2021
15 min read
R
Exploring House Points in Harry Potter
Earlier during the pandemic my wife and I re-watched all of the Harry Potter movies. One thing that bugged me during the re-watch was the seemingly inconsistent nature of house cup points.
Last updated on Jan 18, 2021
5 min read
NLP
Introduction to ggtimeline
I recently posted a new package to my github called ggtimeline, which uses ggplot2 to easily produce timeline charts. When I was a defense analyst on the consulting team at Janes, I occasionally needed to create event timelines for presentations or reports.
Last updated on Jan 7, 2021
3 min read
Packages
Where to Find the Best Beer in the US
The amazing TidyTuesday project has listed two beer-focused datasets this year, one focused on beer production by state, and the other on Great American Beer Fest (GABF) awards.
Last updated on Jan 7, 2021
34 min read
R
Comparing 2020 Democratic Candidates' Primary Debate Performances
This project is intended to analyze the 2020 Democratic Presidential candidates’ performances in the eleven debates. We’ll start off by creating a tibble of the transcripts of the debates, with a row for each response given by a candidate.
Last updated on Jan 7, 2021
10 min read
NLP
,
R
Analyzing Multiclass Classification Model Probabilities
This project is part of the work I’m doing with DataRobot on classifying DoD RDT&E budget programs. For this part of the project, I worked with Sarah Khatry to label 600 RDT&E programs based on their warfighting function.
Last updated on Jan 7, 2021
5 min read
R
Analyzing Sturgill Simpson's Music
Sturgill Simpson is frequently described as part of the new era of outlaw country musicians, a group that includes musicians like Tyler Childers, Chris Stapleton, Colter Wall, and Jason Isbell.
Last updated on Jan 7, 2021
13 min read
NLP
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R
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