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

Parameters

Name
Type
Description
Is 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

Last modified 1yr ago