test_that("gas dataset loads correctly", { expect_true(exists("gas"), info = "Dataset 'gas' should exist.") expect_s3_class(gas, "data.frame") }) test_that("gas has correct columns", { expected_cols <- c("Company", "Revenue", "Bill", "Year") expect_true(all(expected_cols %in% names(gas))) }) test_that("gas columns have correct types", { expect_type(gas$Company, "character") expect_type(gas$Revenue, "double") expect_type(gas$Bill, "integer") expect_type(gas$Year, "integer") }) test_that("gas has expected dimensions", { expect_true(nrow(gas) > 0) expect_equal(ncol(gas), 4) }) test_that("gas data contains no unexpected NAs", { expect_true(sum(is.na(gas$Company)) == 0) expect_true(sum(is.na(gas$Year)) == 0) })