How to automate for automated prediction.

[djjeremiahj]

I've connected the model to my data. I get a 95% accuracy rate!. It works perfectly. Now, I'm trying to use the model to iterate through the entire dataset and return the result. I'm trying to output the predictions for all 63K items.

I've tried simple for loop:

for each in df['short_description'].head(5):

test_features=transformer.transform(each)
get_top_k_predictions(model,each,2)

this returns:
ValueError: Iterable over raw text documents expected, string object received.

my intention is to use this as a 2nd method of prediction to verify the results of the structured programming that I've done. And as time passes, eventually, it will be the primary method.

There are 63K records in the file (and growing).

Any help would be greatly appreciated.