https://www.kaggle.com/c/nlp-getting-started
You can imagine how an NLP classifier would mistakenly label this tweet as one referring to a real emergency, since it uses the word ablaze.
Agencies and organizations will mine twitter, sometimes for emergency response.
The Kaggle challenge is as follows:
Train an NLP classifier that can do well-enough at detecting real emergencies from a set of tweets.
sample_submission.csv: Used for formatting your output in a way that Kaggle can score youtrain.csv: Data you will use for training and validationtest.csv: Hold-out set
Here is an example of training data:
