Sentiment Comparation Engine

World_Feelings.py

import tweepy
from textblob import TextBlob
import preprocessor as p
import statistics
from typing import List
from keys import consumer_key, consumer_secret
import preprocessor
import time
import os
from banner import __header__
import emoji

auth = tweepy.AppAuthHandler(consumer_key, consumer_secret)

api = tweepy.API(auth)

def recived_tweets(keyword: str) -> List[str]:
	whole_tweets = []
	for tweet in tweepy.Cursor(api.search, q=keyword, tweet_mode="extended", lang="en").items(110):
		whole_tweets.append(tweet.full_text)
		
	return whole_tweets


def purified_tweets(whole_tweets: List[str]) -> List[str]:
	pure_text = []
	for tweet in whole_tweets:
		pure_text.append(p.clean(tweet))

	return pure_text


def get_feeling(whole_tweets: List[str]) -> List[float]:
	feeling_results = []
	for tweet in whole_tweets:
		blob = TextBlob(tweet)
		feeling_results.append(blob.sentiment.polarity)

	return feeling_results


def make_percentage_feeling_score(keyword: str) -> int:
	tweets = recived_tweets(keyword)
	pure_text = purified_tweets(tweets)
	feelings_results = get_feeling(pure_text)

	make_percentage = statistics.mean(feelings_results)

	return make_percentage


print(__header__) 
print("\n\n")
print("""\
Use this tool to compare people, objects, ect. Using realtime feedback from tweets
all around the world.
Let us start by....

what is your name?
""")
if __name__ == '__main__':

	username = str(input()).title()
	print("\n")
	print("Hi, " + username + ". Let's see what does the world prefer today""\n")
	print("\n\n")
	print("Here, write down only the name or thing you want to compare?")
	print("\n\n")
	first_name = str(input()).title()
	print("\n\n")
	print("Against")
	print("\n\n")
	second_name = str(input()).title()
	print("\n\n")

	first_percentage = make_percentage_feeling_score(first_name)
	second_percentage = make_percentage_feeling_score(second_name)

if (first_name > second_name):
	print(emoji.emojize(f"Today the world prefers: {first_name}  :raised_hands: over {second_name} :thumbs_down:)"))
else:
	print(emoji.emojize(f"Today the world prefers: {second_name}  :raised_hands: over {first_name} :thumbs_down:)"))