Forecasting issue with AutoML

Question

I am trying to forecast points over a dataset. One of my column is "home", a column full of 0 or 1 (boolean). I receive the error of having only defined values at the end of the dataset for this column while it is false since I checked over it and I got a value (0 or 1) for each row of my dataset. This column is the only boolean type of my dataset.

Anyone has an idea on why I am receiving this error ? The tip to fix it is to remove the column but I am loosing key information for prediction later on...

Error message:

The dataset contains column(s) which have values only at the end of the dataset: ['home']. Please remove these column(s) and run the AutoML experiment again.

Answer 1

Here is a sample of my dataset since it's too large to be fully uploaded.

It won't be recognized as boolean and the home column is named 'domicile' here in the example.

Thanks a lot for your answer