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October 30, 2019 20:05
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This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters. Learn more about bidirectional Unicode charactersOriginal file line number Diff line number Diff line change @@ -0,0 +1,70 @@ # This Python program quickly measures the polarity and subjectivity of a piece of text. from time import sleep from textblob import TextBlob def print_header(): print("*"*67) print("PYTHON SENTIMENT TESTER (Powered by TextBlob)") print() print("POLARITY:") print() print("-1.0 means a negative statement and 1.0 means a positive statement.\n") print("SUBJECTIVITY:") print() print("0.0 is very objective and 1.0 is very subjective.\n") print("*"*67) def run_event_loop(): while True: print() text = input("Type or paste in a message below. There is no character limit. Press <enter> when finished.\n\n") blob = create_blob(text) display_results(blob) sleep(5) response = input("Would you like to analyze another piece of text? y or n\n\n").lower() if response != "y": print("Have a nice day!") break def create_blob(text): """Convert a string to a TextBlob object""" return TextBlob(text) def get_polarity(blob): """Rates the polarity of a text, where -1.0 means a negative statement and 1.0 means a positive statement.""" if blob.polarity > 0: polarity = "positive" elif blob.polarity < 0: polarity = "negative" else: polarity = "neutral" return polarity def get_subjectivity(blob): """Rates the subjectivity of a text, where 0.0 is very objective and 1.0 is very subjective.""" if blob.subjectivity > 0.5: subjectivity = "subjective" elif blob.subjectivity == 0.5: subjectivity = "neutral" elif blob.subjectivity < 0.5: subjectivity = "objective" return subjectivity def display_results(blob): """Displays polarity and subjectivity for the text user supplied.""" print() print("Calculating, one sec...") sleep(2) print("Almost done...") sleep(2) print("Presto!\n""") print(f"Text Polarity: {get_polarity(blob)} ({round(blob.polarity, 2)})") print(f"Text Subjectivity: {get_subjectivity(blob)} ({round(blob.subjectivity, 2)})") print() if __name__ == "__main__": print_header() run_event_loop()