The usdatasets package provides a diverse collection of U.S.-exclusive datasets, encompassing various fields such as crime, economics, education, finance, energy, healthcare, and more. This package serves as a valuable resource for researchers and analysts seeking to perform in-depth analyses and derive insights from U.S.-specific data.
Each dataset in the usdatasets package is named with a suffix at the end, indicating the type or class of the dataset, making it easier to identify and work with different data structures.
You can install the usdatasets package from CRAN with the following command:
install.packages("usdatasets")
Once the package is installed, you can load the datasets and begin analyzing the U.S.-specific data. Each dataset follows a consistent naming convention where the suffix indicates the data structure (e.g., _ts for time series, _df for data frames, etc.).
# Load the package
library(usdatasets)
# Load a dataset
data("USAccDeaths_ts")
# View the dataset
head(USAccDeaths_ts)
# Load another dataset
data("USJudgeRatings_df")
# View the dataset
head(USJudgeRatings_df)
Here are some example datasets provided in the usdatasets package, illustrating the U.S.-specific focus and the naming convention for dataset structures:
UCBAdmissions_table: Student Admissions at UC Berkeley.
USAccDeaths_ts: Accidental Deaths in the U.S. from 1973 to 1978 (_ts for time series).
USJudgeRatings_df: Lawyers' Ratings of State Judges in the U.S. Superior Court (_df for data frame).
UScitiesD_dist: Distances Between U.S. Cities (_dist for distance matrices).
state_area_num: U.S. State Area Facts (_num for numeric data).`