Davisy

#!/usr/bin/env python
"""
Remove emoji from a text file and print it to stdout.

Usage
-----

    python remove-emoji.py input.txt > output.txt

"""

Davisy

import africastalking


username = "africa username"    # use 'sandbox' for development in the test environment
# use your sandbox app API key for development in the test environment
api_key = "africa's talking api key"
africastalking.initialize(username, api_key)


# # Use the service synchronously

Davisy

import pandas as pd
from sklearn import linear_model
from sklearn.ensemble import VotingClassifier
from sklearn.feature_extraction.text import CountVectorizer, TfidfVectorizer
from sklearn.model_selection import GridSearchCV
from sklearn.naive_bayes import MultinomialNB
from sklearn.pipeline import Pipeline

Y_COLUMN = "author"
TEXT_COLUMN = "text"