(warning) The Data Prep (Paxata) documentation is now available on the DataRobot public documentation site. See the Data Prep section for user documentation and connector information. After the 2021.2 SP1 release, the content on this site will be removed and replaced with a link to the DataRobot public documentation site.

Column Fill Options

  • Up: When a data point is missing, fill it in using the next available non-blank value.

  • Down: When a data point is missing, fill it in using the most recently seen non-blank value.

  • Average: When a data point is missing, fill it in with the average of the nearest previous and following non-blank values within a partition.

  • Linear Fit: When a series of data points are missing, fill them in with values fitting a line between the surrounding available values.