Reproducible Research Using R An Open Educational Resource

[ ] Loaded or created your datasets in R (data.frame, CSV, API, or package)

[ ] Inspected your data using head(), str(), or summary()

[ ] Combined datasets by rows using rbind() when appropriate

[ ] Joined datasets using merge() or a SQL-style join

[ ] Verified merges by checking row and column counts (nrow(), ncol())

[ ] Reshaped data if needed using pivot_longer() or pivot_wider()

[ ] Calculated group means using mean()

[ ] Determined whether the design is paired or independent

[ ] Selected the correct t-test (paired or unpaired)

[ ] Ran the t-test using t.test()

[ ] Compared the p-value to the 0.05 threshold

[ ] Clearly stated your conclusion in plain language