R data cleaning cheat sheet

Topics

  • Learn R: Introduction
  • Learn R: Data Frames
  • Learn R: Data Cleaning

  • Learn R: Fundamentals of Data Visualization with ggplot2
  • Learn R: Aggregates
  • Learn R: Joining Tables
  • Learn R: Mean, Median, and Mode
  • Learn R: Variance and Standard Deviation
  • Learn R: Quartiles, Quantiles, and Interquartile Range
  • Learn R: Hypothesis Testing

gsub[] R Function

The base R gsub[] function searches for a regular expression in a string and replaces it. The function recieve a string or character to replace, a replacement value, and the object that contains the regular expression. We can use it to replace substrings within a single string or in each string in a vector.

When combined with dplyr’s mutate[] function, a column of a data frame can be cleaned to enable analysis.

# Replace the element "1" with the empty string in the teams vector in order to get the teams_clean vector with the correct names.

teams

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