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Impute missing values in ALL columns with the latest value seen in rows prior

Parameters

NameTypeDescriptionIs Optional

group_by

column_list

List of columns to perform the imputation "within"

order_by

column_list

List of columns to sort ascending, in order to find the last known value for imputation

nulls

string

Pass either 'ignore' or 'respect' to determine whether nulls should be ignored or not during imputation.

Example

ds = rasgo.get.dataset(id)

ds2 = ds.latest(
  group_by=['FIPS'],
  order_by=['DATE'],
  nulls='ignore')

ds2.preview()

Source Code

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