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Manipulating Time Series Data in R

Harrison Brown

Graduate Researcher in Geography

Chapter 1:

  • Time series data
  • Date, POSIXct, etc.
  • ISO 8601
  • Temporal information
Manipulating Time Series Data in R

Chapter 2:

  • zoo package and class
  • Converting between zoo and data.frame
  • Plotting with ggplot2
Manipulating Time Series Data in R

Chapter 3:

  • Subsetting a time series
  • zoo::yearmon and zoo::yearqtr
  • Resampling and Aggregating
  • Imputing missing values
Manipulating Time Series Data in R

Chapter 4:

  • Rolling windows
  • rollapply()
  • Expanding windows
Manipulating Time Series Data in R

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Manipulating Time Series Data in R

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Manipulating Time Series Data in R

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