C&S Presentation: Time Series Forecasting
This material was presented at Code & Supply on 2024-11-07
Time Series Forecasting in R library(fpp3) library(readr) library(janitor) library(future) library(hrbrthemes) library(forcats) library(broom) library(ggrepel) custom_theme <- theme_bw() + theme(axis.text = element_text(size = 14), axis.
Forecasting potholes with exogenous variables
Intro In this post I will extend the modelling approach from the previous post with exogenous variables (variables not directly about the quantity being measured in the time series). These time series models will take into account the time series dynamics of the historical data and any relationship between pothole reports and weather.
Forecasting Pittsburgh Potholes with {fable}
Intro Potholes are the bane of Pittsburgh drivers’ existence. You can either weave around the minefield of holes in the road (some of alarming size) or risk damage to your vehicle.
Suburbanization of Allegheny County
This March, researchers at the University of Georgia and Florida State University released the HHUUD10 dataset, which contains estimates of the number of housing units for decennial census years 1940-2010 and 2019.
Making a Venn diagram in Shiny
Introduction This blog post is about making Venn diagrams work in Shiny, and the issues I ran into with shiny::nearPoints(). I show how this impacted my initial approach, and discuss the underlying issue.
Effect of Geographic Resolution on ebirdst Abundance
While exploring some of the citizen science bird observation data available through ebirdst, I was confused by how to understand the calculation of ebirdst’s abundance metric.
The ebirdst documentation (?
COVID-19 vaccine forecast and pastcasts
Like many other Americans, I have been following the COVID-19 vaccination campaign closely. I have found the graphs and data on the NYTimes and Bloomberg sites very useful for tracking trends.
Pittsburgh Riverhounds under Coach Lilley
I have been a season-ticket holder with the Pittsburgh Riverhounds for a couple seasons now. The stadium has a great fan experience, and the team has gotten a lot better over the past few years.
