Problem Statement:-
Here you would need to create a model which predicts what company a tweet is for simply based on the text of the tweet (even if the tweet appears without an “@” handle. This would allow us to flag tweets, reviews and social media comments that don’t necessarily tag a certain company’s name.
What's in Notebook?
- Text Preprocessing
- NER Entity Ruler using Spacy
- Text Classification
- Model building using Kstratisfied Fold
Dataset - https://www.kaggle.com/thoughtvector/customer-support-on-twitter