Data Enrichments
Fill Missing Values
Use a function to fill missing values
This function allows to fill with some value those rows in which there was no data to begin with.
Check out the replace_missing step for more information.
Parameters
- Column to fill values in
- Method to use
- Constant value: use a constant value throughout the whole column
- Least frequent value: fill with the least frequent value of the column
- Most frequent value: fill with the most frequent value of the column
- First value in alphabetical order: fill with the first value of the column in alphabetical order
- Last value in alphabetical order: fill with the last value of the column in alphabetical order
- Next valid observation: fill with the same value that the next non-null row has
- Previous valid observation: fill with the same value that the previous non-null row has
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