email-categorization

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email-categorization

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A Flask webapp that categorizes Outlook emails using machine learning

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# Email Categorization Webapp

A webapp written in Flask and Python that sorts emails into different categories using machine learning. Emails are parsed from Outlook email client and saved as a training set, to be tagged manually. This training set is then used to classify new incoming emails into one of 5 categories: 1: Development, 2: Personal/Professional communication, 3: Technical communication, 4: HR communication, 5: Autogenerated emails/Others. 
A summary of the email is also generated and displayed.

#### Required
Python 2.7, Flask, NLTK, NetworkX, Scikit Learn, Win32Com

#### NLTK download requirements
stopwords, words, maxent_treebank_pos_tagger

#### Setting up the training data
cd outlook

python outlook_parser.py

Provide the email id used in the Outlook client of the machine. 45 emails are saved in email_dataset/
Provide the category of each email manually as a number corresponding to the above 5 categories, as the first line of the text.

python setup_training_set.py

#### Running the app
python email_app.py

The app is deployed at localhost:5000/

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