{"repo":"hoangsonww/Earthquake-R-Analysis","free":true,"listed":false,"github":"https://github.com/hoangsonww/Earthquake-R-Analysis","clone":"git clone https://github.com/hoangsonww/Earthquake-R-Analysis.git","description":"🌏 A project for visualizing and analyzing global earthquakes (M ≥ 2.5, last 30 days) using a single R script that automates data download, cleaning, and plotting. Generates 15 sequential plots covering spatial, temporal, and statistical patterns, including regression analysis of magnitude vs. depth.","language":"R","stars":13,"topics":["data-analysis","data-science","data-visualization","docker","dockerfile","earth-science","earthquakes","makefile","r","r-language"],"license":"MIT","category":"deployment-docker-iac","readme_excerpt":"Earthquake Visualization & Analysis A comprehensive R script that fetches global earthquake data (M ≥ 2.5 over the past 30 days) from the USGS and generates a suite of 15 exploratory and analytical plots, including mapping, distributional summaries, time-series, heatmaps, and a regression analysis. Table of Contents 1. Project Overview 2. Features & Plots 3. Prerequisites 4. Installation 5. Usage 6. Script Breakdown 7. Interpreting the Outputs 8. Extending & Customizing 9. Data Source & Citations 10. License Project Overview This project provides a single, self-contained R script ( Earthquake.R ) that: Automatically installs required packages if missing Downloads 30 days of earthquake events (M ≥ 2.5) from USGS Cleans & enriches the dataset (timestamps, categories, top locations) Renders 15 visualizations to explore spatial, temporal, and statistical patterns Performs a simple linear regression of magnitude on depth, printing model metrics All plots display in sequence when you run the script in R (or RStudio). Ideal for researchers, data analysts, or enthusiasts who want a quick, reproducible overview of recent seismic activity. Features & Plots 1. Epicenter Map Size and color scaled by magnitude 2. Depth‐Colored Map Points shaded by earthquake depth 3. Magnitude Histogram 4. Magnitude Density Plot 5. Depth Histogram 6. Depth by Magnitude Category (Boxplot) 7. Magnitude vs. Depth (LOESS smoothing) 8. Daily Quake Counts (Time-series) 9. Weekly Hourly Heatmap 10. Cumulative Qu","default_branch":null,"files":null,"tree":[],"storefront":"/r/hoangsonww","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/hoangsonww/Earthquake-R-Analysis/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}