Model for short text classification

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Create a model for short text classification (0 or 1)

0: the short text doesn't contain a political word 1: the short text contains a political word

This model will use to predict short text (username, hashtag)

The output from this model will be used for a feature in create model bot detection

• is_username_contain_politic (0/1)
• is_hashtag_contain_politic (0/1)

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Features

Imbalance dataset

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modelling: _notebook/R11_short_text_model.ipynb_