1 Load packages 2 Motivation 3 Data 4 Method 1: read.csv 5 Method 2: read_csv 6 Method 3: data_read 7 First glimpse 8 Hashes 9 Not exactly identical 10 Data comparison 11 Conclusion 12 Reproducibility 1 Load packages library(tidyverse) # data wrangling library(easystats) library(digest) # hashes 2 Motivation Importing a CSV file can yield to - slightly - different results, according to which functions are used for importing the …