gurjaspalbedi / tweets-classification

Finding the city from where the user tweeted.

Determine Location of Tweet Finding the city from where the user tweeted.

Input: Each line in the input file is in the following format

<Location> <space> <Tweet>

Location: From where the user tweeted Tweet: The actual tweet we are trying to classify

This implementation uses simple Naive Bayes approach to classify the tweets.

How to Run the code?

python geolocation.py <train_file_name> <test_file_name> <output_file>

Example:

python ./geolocation.py tweets.train.clean.txt tweets.test1.clean.txt output.txt

Result:

The accuracy using the Naive Bayes approach is approximately 70%