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Weekly US Gas Prices Visualization - TidyTuesday

R tidytuesday License: MIT

A Quarto‐ and Shiny‐based exploration of weekly U.S. retail gas prices (diesel & regular gasoline) from 1995 through 2025. This repo contains both a static Quarto notebook (gasprice.qmd) producing a multi‐panel summary dashboard, and a fully interactive Shiny app (app.R) for ad‐hoc filtering and plotting.

🚀 Features

  1. Static Quarto Dashboard (gasprice.qmd → gasprice.html)

    • Average Annual Prices: line plots of mean diesel vs. gasoline by year
    • Seasonal Distribution: boxplots showing monthly price variation
    • Weekly Volatility: time series of week-to-week price changes (Δ USD)
    • Fuel Correlation: scatter plot & linear fit of gasoline vs. diesel prices
    • Combined Layout: all four plots arranged into a polished grid

  2. Interactive Shiny App (app.R)

    • Filter by fuel type (diesel / gasoline)
    • Select a custom date range
    • Choose among four plot modes (“Annual Trend”, “Seasonality”, “Volatility”, “Correlation”)
    • Instant re‐rendering without re‐deploying or restarting

📊 Data Source

All data are pulled directly from the TidyTuesday repository:
https://github.com/rfordatascience/tidytuesday/tree/main/data/2025/2025-07-01

Specifically the file:
weekly_gas_prices.csv

🖼️ Sample Visualizations

Below are example outputs generated by this project:

Combined multi-panel dashboard

📁 Repository Structure

USgasvisualization/
├── .gitignore                # Untracked files & folders
├── README.md                 # This file
├── gasprice.qmd              # Quarto notebook (static analysis + visuals)
├── gasprice.html             # Rendered output of gasprice.qmd
├── app.R                     # Shiny application
├── images/
│   ├── annual_avg_prices.png
│   ├── diesel_vs_gasoline.png
│   ├── final_2x2_grid.svg
│   ├── monthly_boxplot.png
│   └── weekly_changes.png
└── renv.lock                 # Lockfile for reproducible R dependencies

🔧 Setup & Installation

1. Clone the repo

git clone https://github.com/joseph-data/USgasvisualization.git
cd USgasvisualization

2. R environment setup

(Optional) Activate your project library with renv:

renv::activate()
renv::restore()

OR install packages into your user library:

install.packages(c(
  "quarto",     # if using Quarto from R
  "shiny",
  "tidyverse",  # includes dplyr, ggplot2, readr, etc.
  "lubridate",
  "scales",
  "viridis",
  "patchwork"
))

▶️ Usage

1. Render the Static Dashboard
From the command line:

quarto render gasprice.qmd

Then open gasprice.html in your browser.

2. Launch the Interactive Shiny App

In R or RStudio, run:

shiny::runApp("app.R")

📬 Contact

GitHub Contact

For questions or suggestions, please open an issue or reach out via GitHub profile.