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Catalyst.py
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from tkinter import *;
from winsound import *;
from textblob import TextBlob;
from matplotlib import *;
import csv;
import tweepy;
import time;
try:
# Python2
import Tkinter as tk
from urllib2 import urlopen
except ImportError:
# Python3
import tkinter as tk
from urllib.request import urlopen
class SentimentApp:
Selection = 0;
VerifiedUser = 0;
GraphSelection1 = 0;
VRS_Scan = 0
def __init__(self):
print("hello");
self.tweets = [];
self.tweetText = [];
def LoginMenu(self):
import winsound;
winsound.PlaySound('BtnClick2.wav', winsound.SND_ASYNC);
winsound.PlaySound('BtnClick2.wav', winsound.SND_ASYNC);
self.LoginWindow = Tk();
self.LoginWindow.title("Security Menu");
self.LoginWindow.geometry("600x600");
photoImage = PhotoImage(file="#2.png");
BgImage = Label(self.LoginWindow, image=photoImage);BgImage.pack();
LabelUsername = Label(self.LoginWindow, text="Username", bg="#050529",fg = "#15AFAD",font=("Agency FB bold", 14), width="15", height="1");
LabelUsername.place(relx="0.135", rely="0.419");
LabelPassword = Label(self.LoginWindow, text="Password", bg="#050529", fg="#15AFAD", font=("Agency FB bold", 14),width="15", height="1");
LabelPassword.place(relx="0.135", rely="0.489");
self.TextUsername = StringVar();
EntryUsername = Entry(self.LoginWindow, textvariable=self.TextUsername, bg="#15AFAD",fg = "#050529",font=("Agency FB bold", 13), width="25");
EntryUsername.place(relx="0.331", rely="0.419");
self.TextPassword = StringVar();
EntryPassword = Entry(self.LoginWindow, textvariable=self.TextPassword, bg="#15AFAD",show="•", fg="#050529", font=("Agency FB bold", 13), width="25");
EntryPassword.place(relx="0.331", rely="0.489");
ButtonLogin = Button(self.LoginWindow, text="Login", bg="#050529",fg = "#15AFAD",font=("Agency FB bold", 13), width="10", command=self.LoginCheck);
ButtonLogin.place(relx="0.455", rely="0.555");
RefreshButton = Button(self.LoginWindow, text=" ♦ ",bg="#050529",fg = "#15AFAD",command=self.SoundEffect1); RefreshButton.place(relx="0.005", rely="0.005");
self.LoginWindow.mainloop();
def LoginCheck(self):
import winsound;
winsound.PlaySound('BtnClick2.wav', winsound.SND_ASYNC);
username = self.TextUsername.get();
password = self.TextPassword.get();
print(username);
print(password);
if (username=="a" and password=="1"):
global VerifiedUser;
VerifiedUser=1;
self.LoginWindow.destroy();
else :
LoginError = Tk();
LoginError.title("Login Error");
LoginError.geometry("500x500");
photoImage1 = PhotoImage(file="Error.png", master=LoginError);
BgImage1 = Label(LoginError, image=photoImage1);
BgImage1.pack();
LabelLoginError = Label(LoginError, text="Verification Failed!", bg="#EECA00", fg="#050529",font=("Agency FB bold", 25), width="15", height="1");
LabelLoginError.place(relx="0.36", rely="0.453");
DestroyButton = Button(LoginError, text=" X ", bg="#EECA00", fg="#BF4300", command=LoginError.destroy);
DestroyButton.place(relx="0.95", rely="0.005");
LoginError.mainloop();
def SoundEffect1(self): #DUMMY FUNCTION
import winsound;
winsound.PlaySound('BtnClick2.wav', winsound.SND_ASYNC);
def MainMenu(self): #MENU WITH ALL OPTIONS
#print("Well done");
self.MainMenuWindow = Tk();
self.MainMenuWindow.title("Sentiment Analysis Menu");
self.MainMenuWindow.geometry("600x600");
photoImage = PhotoImage(file="#8.png", master=self.MainMenuWindow);
BgImage = Label(self.MainMenuWindow, image=photoImage);
BgImage.pack();
#LabelWelcome = Label(self.MainMenuWindow, text="Sentiment Analysis System", bg="#7c0000", fg="#00d2f7",font=("Agency FB bold", 25), width="48", height="1");
#LabelWelcome.place(relx="0.005", rely="0.115");
#LabelAnalysisBySentence = Label(self.MainMenuWindow, text="Analyze A Single Sentence", bg="#7c0000", fg="#00d2f7",font=("Agency FB bold", 25), width="25", height="1");
#LabelAnalysisBySentence.place(relx="0.055", rely="0.315");
#LabelAnalysisTwitterPostA = Label(self.MainMenuWindow, text="Analyze All Tweets (User A)", bg="#7c0000",fg="#00d2f7", font=("Agency FB bold", 25), width="25", height="1");
#LabelAnalysisTwitterPostA.place(relx="0.055", rely="0.415");
#LabelAnalysisTwitterPostB = Label(self.MainMenuWindow, text="Analyze All Tweets (User B)", bg="#7c0000",fg="#00d2f7", font=("Agency FB bold", 25), width="25", height="1");
#LabelAnalysisTwitterPostB.place(relx="0.055", rely="0.515");
ImgButton0 = PhotoImage(file="btn#2.png");
ImgButton1 = PhotoImage(file="btn#1.png");
ButtonQuitApp = Button(self.MainMenuWindow, image=ImgButton0, command=quit);
ButtonQuitApp["bg"] = "#0089D8";
ButtonQuitApp["border"] = "0";
ButtonQuitApp.place(relx="0.0335", rely="0.028");
ButtonSelection1 = Button(self.MainMenuWindow, image=ImgButton1, command=self.AnalyzeSentenceAction);
ButtonSelection1["bg"] = "#0089D8"; ButtonSelection1["border"]="0";
ButtonSelection1.place(relx="0.0655", rely="0.848");
ButtonSelection2 = Button(self.MainMenuWindow, image=ImgButton1, command=self.AnalyzeTwitterAction);####
ButtonSelection2["bg"] = "#0089D8"; ButtonSelection2["border"]="0";
ButtonSelection2.place(relx="0.3355", rely="0.848");
ButtonSelection3 = Button(self.MainMenuWindow, image=ImgButton1, command=self.AnalyzeVRSAction);####
ButtonSelection3["bg"] = "#0089D8"; ButtonSelection3["border"]="0";
ButtonSelection3.place(relx="0.5855", rely="0.848");
##NEW BUTTON
ButtonSelection4 = Button(self.MainMenuWindow, image=ImgButton1, command=self.AnalyzeVRSAction);####
ButtonSelection4["bg"] = "#0089D8"; ButtonSelection3["border"]="0";
ButtonSelection4.place(relx="0.8155", rely="0.848");
#ButtonSelection1 = Button(self.MainMenuWindow, image=ImgButton1, command=self.AnalyzeSentenceAction);
#ButtonSelection1["bg"] = "#7c0000"; ButtonSelection1["border"]="0";
#ButtonSelection1.place(relx="0.0005", rely="0.315");
#ButtonSelection2 = Button(self.MainMenuWindow, image=ImgButton1); # command required
#ButtonSelection2["bg"] = "#7c0000";
#ButtonSelection2["border"] = "0";
#ButtonSelection2.place(relx="0.0005", rely="0.415");
#ButtonSelection3 = Button(self.MainMenuWindow, image=ImgButton1); # command required
#ButtonSelection3["bg"] = "#7c0000";
#ButtonSelection3["border"] = "0";
#ButtonSelection3.place(relx="0.0005", rely="0.515");
#ButtonSelection0 = Button(self.MainMenuWindow, image=ImgButton1, command=self.AnalysisViewHistory);
#ButtonSelection0["bg"] = "#7c0000";
#ButtonSelection0["border"] = "0";
#ButtonSelection0.place(relx="0.0005", rely="0.815");
self.MainMenuWindow.mainloop();
def AnalyzeSentenceAction(self): #OPTION #1 SELECTED IN MENU
import winsound;
winsound.PlaySound('BtnClick2.wav', winsound.SND_ASYNC);
global Selection;
Selection=1;print("Selection = ");print(Selection);
self.MainMenuWindow.destroy();
def AnalyzeTwitterAction(self): #OPTION #2 SELECTED IN MENU
import winsound;
winsound.PlaySound('BtnClick2.wav', winsound.SND_ASYNC);
global Selection;
Selection = 2;
print("Selection = ");
print(Selection);
self.MainMenuWindow.destroy();
def AnalyzeVRSAction(self): #OPTION #3 SELECTED IN MENU
import winsound;
winsound.PlaySound('BtnClick2.wav', winsound.SND_ASYNC);global Selection;
Selection = 3;
print("Selection = ");
print(Selection);
self.MainMenuWindow.destroy();
def AnalyzeSingleSentence(self): #SET OR DRIVER INPUT WINDOW
import winsound;
winsound.PlaySound('BtnClick2.wav', winsound.SND_ASYNC);
self.AnalyzeSingleSentenceWindow = Tk();
self.AnalyzeSingleSentenceWindow.title("Sentence Analysis");
self.AnalyzeSingleSentenceWindow.geometry("500x300");photoImages = PhotoImage(file="#5.png", master=self.AnalyzeSingleSentenceWindow);
BgImages = Label(self.AnalyzeSingleSentenceWindow, image=photoImages);
BgImages.pack();
self.LabelAnalyzeSingleSentence = Label(self.AnalyzeSingleSentenceWindow,text="Write a Sentence or a Word for Lexicon Analysis :", bg="#050529",fg = "#15AFAD",font=("Agency FB bold", 20), width="45", height="1");
self.LabelAnalyzeSingleSentence.place(relx="0.0325", rely="0.335");
self.TextSentence = StringVar();
self.EntrySentence = Entry(self.AnalyzeSingleSentenceWindow,textvariable=self.TextSentence, bg="#15AFAD",fg = "#050529",font=("Agency FB bold", 20),width="38");
self.EntrySentence.place(relx="0.0325", rely="0.535");
self.ButtonAnalysisSentence = Button(self.AnalyzeSingleSentenceWindow, text="Analyze", bg="#050529",fg = "#15AFAD",font=("Agency FB bold", 17), width="10", command=self.AnalyzeSentenceProcess);
self.ButtonAnalysisSentence.place(relx="0.265", rely="0.735");
self.ButtonMenu = Button(self.AnalyzeSingleSentenceWindow, text="Main menu", bg="#050529",fg="#15AFAD", font=("Agency FB bold", 17), width="10",command=self.ActivateMenu);
self.ButtonMenu.place(relx="0.515", rely="0.735");
self.AnalyzeSingleSentenceWindow.mainloop();
def ActivateMenu(self):
import winsound;
winsound.PlaySound('BtnClick2.wav', winsound.SND_ASYNC);self.AnalyzeSingleSentenceWindow.destroy();
def ActivateMenu2(self):
import winsound;
winsound.PlaySound('BtnClick2.wav', winsound.SND_ASYNC);self.AnalysisTwitterWindow.destroy();
def AnalyzeSentenceProcess(self): #GET OR RECIVER OUTPUT WINDOW
import winsound;
winsound.PlaySound('BtnClick2.wav', winsound.SND_ASYNC);
self.AnalyzeSentenceProcessWindow = Tk();
self.AnalyzeSentenceProcessWindow.title("Analysis Result");
self.AnalyzeSentenceProcessWindow.geometry("700x400");photoImages = PhotoImage(file="#9.png", master=self.AnalyzeSentenceProcessWindow);
BgImages = Label(self.AnalyzeSentenceProcessWindow, image=photoImages);
BgImages.pack();
TextSentence = self.TextSentence.get();
print(TextSentence);
########
polarity = 0; neutral = 0; strongly_positive =0; positive = 0; weakly_positive =0; strongly_negative = 0;
negative = 0; weakly_negative=0;
analysis = TextBlob(TextSentence);
polarity += analysis.sentiment.polarity;
StringPolarityValue = str(polarity);
LexiconResultFile = open("LexiconResults.txt", "a");
LexiconHistoryFile = open("LexiconHistory.txt", "a");
LexiconResultFile.write("\n");
LexiconHistoryFile.write("\n");
LexiconResultFile.write(StringPolarityValue);
LexiconHistoryFile.write(TextSentence+" ("+StringPolarityValue+")");
LexiconResultFile.close();
LexiconHistoryFile.close();
AppendTextForLabel ="The Polarity Value is : "+StringPolarityValue;
LabelSentencePolarity = Label(self.AnalyzeSentenceProcessWindow, text=AppendTextForLabel, bg="#0484E4", fg="White",font=("Agency FB bold", 20), width="75", height="1")
LabelSentencePolarity.place(relx="0.00325", rely="0.335");
if (polarity > 0 and polarity <= 0.3):
weakly_positive += 1;
elif (polarity > 0.3 and polarity <= 0.6):
positive+= 1;
elif (polarity > 0.6 and polarity <=2):
strongly_positive += 1;
elif (polarity < 0 and polarity >= -0.3):
weakly_negative += 1;
elif (polarity < -0.3 and polarity >= -0.6):
negative += 1;
elif (polarity < -0.6 and polarity >= -2):
strongly_negative += 1;
if (neutral>strongly_positive and neutral>positive and neutral > weakly_positive and neutral> strongly_negative and neutral > negative and neutral> weakly_negative):
LabelSentenceResult = Label(self.AnalyzeSentenceProcessWindow, text="The Lexical Analysis Result returns Neutral", bg="#0053B1",fg="White", font=("Agency FB bold", 18), width="78", height="1")
LabelSentenceResult.place(relx="0.0015", rely="0.435");
elif (strongly_positive > neutral and strongly_positive > positive and strongly_positive > weakly_positive and strongly_positive > strongly_negative and strongly_positive > negative and strongly_positive > weakly_negative):
LabelSentenceResult = Label(self.AnalyzeSentenceProcessWindow,
text="The Lexical Analysis Result returns Strongly Positive", bg="#0053B1",
fg="White", font=("Agency FB bold", 18), width="78", height="1")
LabelSentenceResult.place(relx="0.0015", rely="0.435");
elif (positive > neutral and positive > strongly_positive and positive > weakly_positive and positive > strongly_negative and positive > negative and positive > weakly_negative):
LabelSentenceResult = Label(self.AnalyzeSentenceProcessWindow,
text="The Lexical Analysis Result returns Positive", bg="#0053B1",
fg="White", font=("Agency FB bold", 18), width="78", height="1")
LabelSentenceResult.place(relx="0.0015", rely="0.435");
elif (weakly_positive > neutral and weakly_positive > strongly_positive and weakly_positive > positive and weakly_positive > strongly_negative and weakly_positive > negative and weakly_positive > weakly_negative):
LabelSentenceResult = Label(self.AnalyzeSentenceProcessWindow,
text="The Lexical Analysis Result returns Weakly Positive", bg="#0053B1",
fg="White", font=("Agency FB bold", 18), width="78", height="1")
LabelSentenceResult.place(relx="0.0015", rely="0.435");
elif (strongly_negative > neutral and strongly_negative > strongly_positive and strongly_negative > positive and strongly_negative > weakly_positive and strongly_negative > negative and strongly_negative > weakly_negative):
LabelSentenceResult = Label(self.AnalyzeSentenceProcessWindow,
text="The Lexical Analysis Result returns Strongly Negative", bg="#0053B1",
fg="White", font=("Agency FB bold", 18), width="78", height="1")
LabelSentenceResult.place(relx="0.0015", rely="0.435");
elif (negative > neutral and negative > strongly_positive and negative > positive and negative > weakly_positive and negative > strongly_negative and negative > weakly_negative):
LabelSentenceResult = Label(self.AnalyzeSentenceProcessWindow,
text="The Lexical Analysis Result returns Negative", bg="#0053B1",
fg="White", font=("Agency FB bold", 18), width="78", height="1")
LabelSentenceResult.place(relx="0.0015", rely="0.435");
elif (weakly_negative > neutral and weakly_negative > strongly_positive and weakly_negative > positive and weakly_negative > weakly_positive and weakly_negative > strongly_negative and weakly_negative > negative):
LabelSentenceResult = Label(self.AnalyzeSentenceProcessWindow,
text="The Lexical Analysis Result returns Weakly Negative", bg="#0053B1",
fg="White", font=("Agency FB bold", 18), width="78", height="1")
LabelSentenceResult.place(relx="0.0015", rely="0.435");
ButtonGraphShow = Button(self.AnalyzeSentenceProcessWindow, text ="Graphical Representation", bg="#050529",fg = "#15AFAD",font=("Agency FB bold", 17), width="22", command=self.AnalysisGraphSelection1);
ButtonGraphShow.place(relx="0.1750", rely="0.735");
ButtonShowHistory = Button(self.AnalyzeSentenceProcessWindow, text="View History", bg="#050529",fg="#15AFAD", font=("Agency FB bold", 17), width="22",command=self.AnalysisViewHistory);
ButtonShowHistory.place(relx="0.60", rely="0.735");
self.AnalyzeSentenceProcessWindow.mainloop();
########
def AnalysisGraphSelection1(self):
import winsound;
winsound.PlaySound('BtnClick2.wav', winsound.SND_ASYNC);
ArrayFetch = [];
with open('LexiconResults.txt', mode='r') as csv_file:
csv_reader = csv.DictReader(csv_file)
line_count = 0
iteration = 0;
for row in csv_reader:
fetchString = row["Attributes"];
StringToFloat = float(fetchString);
ArrayFetch.append(StringToFloat);
print(ArrayFetch[iteration]);
iteration += 1;
line_count += 1;
print(f'Processed {line_count} lines.')
iteration = 0; wpositive = 0; positive = 0; spositive = 0; wnegative =0; negative = 0; snegative = 0 ; neutral = 0;
while iteration < len(ArrayFetch):
VariableStoreFromArray = ArrayFetch[iteration]
Polarity = float(VariableStoreFromArray);
if (Polarity > 0 and Polarity <= 0.3 ):
wpositive += 1;
elif (Polarity > 0.3 and Polarity <= 0.6 ):
positive += 1;
elif (Polarity > 0.6 and Polarity <= 2):
spositive += 1;
elif (Polarity ==0):
neutral +=1;
elif (Polarity < 0 and Polarity >= -0.3):
wnegative +=1;
elif (Polarity < -0.3 and Polarity >= -0.6):
negative +=1;
elif (Polarity < -0.6 and Polarity >= 2):
snegative +=1;
iteration += 1;
sum = iteration;
WPositivePercent = (wpositive / sum) * 100;
PositivePercent = (positive / sum) * 100;
SPositivePercent = (spositive / sum) * 100;
WNegativePercent = (wnegative / sum) *100;
NegativePercent = (negative / sum) * 100;
SNegativePercent = (snegative / sum) * 100;
NeutralPercent = (neutral / sum) * 100;
import matplotlib.pyplot as plt
labels = 'Strongly Positive','Positive','Weakly Positive','Strongly Negative','Negative','Weakly Negative','Neutral';
sizes = [SPositivePercent, PositivePercent,WPositivePercent,SNegativePercent, NegativePercent, WNegativePercent, NeutralPercent];
explode = (0.1, 0, 0,0,0,0,0);
fig1, ax1 = plt.subplots();
ax1.pie(sizes, explode=explode, labels=labels, autopct='%1.1f%%',shadow=True, startangle=90);
ax1.axis('equal'); plt.show();
def AnalysisViewHistory(self):
import winsound;
winsound.PlaySound('BtnClick2.wav', winsound.SND_ASYNC);
self.AnalysisViewHistoryWindow = Tk();
self.AnalysisViewHistoryWindow.title("Analysis History");
self.AnalysisViewHistoryWindow.geometry("900x700");
photoImages = PhotoImage(file="#12.png", master=self.AnalysisViewHistoryWindow);
BgImages = Label(self.AnalysisViewHistoryWindow, image=photoImages);
#LabelHistoryWriter = Label(text="History", bg="#7c0000", fg="White", font=("Agency FB bold", 18), width="70", height="1")
ArrayFetch = []; words="";
with open('LexiconHistory.txt', mode='r') as csv_file:
csv_reader = csv.DictReader(csv_file)
line_count = 0; iteration = 0;
for row in csv_reader:
fetchString = row["History"];
ArrayFetch.append(fetchString);
words=words+ArrayFetch[iteration]+"\n";
#print(ArrayFetch[iteration]); #DEBUGGER
iteration += 1; line_count += 1;
print(f'Processed {line_count} lines.');
print(words);
LabelView = Label(self.AnalysisViewHistoryWindow, text=words, bg="#0484E4",
fg="white",font=("Agency FB bold", 15));
LabelView.place(relx="0.225", rely="0.095");
BgImages.pack();
#print(iteration);
#iteration2=0;
#while iteration2 < 10:
# words=ArrayFetch[iteration2]+"\n";
self.AnalysisViewHistoryWindow.mainloop();
def AnalyzeTwitterPosts(self):
import winsound;
winsound.PlaySound('BtnClick2.wav', winsound.SND_ASYNC);
self.AnalysisTwitterWindow = Tk();
self.AnalysisTwitterWindow.title("Analysis History");
self.AnalysisTwitterWindow.geometry("900x600");
photoImages = PhotoImage(file="#11.png", master=self.AnalysisTwitterWindow);
BgImages = Label(self.AnalysisTwitterWindow, image=photoImages);
self.ButtonViewTweets = Button(self.AnalysisTwitterWindow, text="View Tweets", bg="#001745",fg="#00BAFF", font=("Agency FB bold", 17), width="20",command=self.ViewAllTweets);
self.ButtonViewTweets.place(relx="0.065", rely="0.755");
self.ButtonTweetResults = Button(self.AnalysisTwitterWindow, text="Back to Menu", bg="#001745", fg="#00BAFF",font=("Agency FB bold", 17), width="20", command=self.ActivateMenu2);
self.ButtonTweetResults.place(relx="0.725", rely="0.755");
BgImages.pack();
TweetStorageFile = open('Tweets.txt', 'w');
TweetStorageFile.write("tweets");
TweetStorageFile.close();
consumerKey = "e5QiuLWa3mJyricV2tYZh7L4D"
consumerSecret = "d4cmR54P50QePxHR4SZcESYNk9g0D0ZElvwI3PKurbIn1xUgwg"
accessToken = "1092337126773932034-SPqlH0oeldiBaaYmHSQaSGSbLzlcFB"
accessTokenSecret = "JqRFzQ4voZIgz0pWA0SBomGr7zhYbzH9ItsfnLf073U56"
auth = tweepy.OAuthHandler(consumerKey, consumerSecret)
auth.set_access_token(accessToken, accessTokenSecret)
api = tweepy.API(auth)
self.tweets = api.user_timeline();
#search = api.GetSearch("happy"); # Replace happy with your search
Polarity = 0; positive = 0; wpositive = 0;
spositive = 0; negative = 0; wnegative = 0;
snegative = 0; neutral = 0; iteration = 0;
for tweet in self.tweets:
#self.tweetText.append(self.cleanTweet(tweet.text).encode('utf-8'));
TweetStorageFile = open('Tweets.txt', 'a');
#TweetWriter = csv.writer(TweetStorageFile);
TweetStorageFile.write("\n");
Analysis = TextBlob(tweet.text);
Polarity += Analysis.sentiment.polarity # adding up polarities to find the average later
TweetStorageFile.write(tweet.text);
TweetStorageFile.close();
iteration=iteration+1;
if (Analysis.sentiment.polarity == 0): # adding reaction of how people are reacting to find average later
neutral += 1
elif (Analysis.sentiment.polarity > 0 and Analysis.sentiment.polarity <= 0.3):
wpositive += 1
elif (Analysis.sentiment.polarity > 0.3 and Analysis.sentiment.polarity <= 0.6):
positive += 1
elif (Analysis.sentiment.polarity > 0.6 and Analysis.sentiment.polarity <= 2):
spositive += 1
elif (Analysis.sentiment.polarity > -0.3 and Analysis.sentiment.polarity <= 0):
wnegative += 1
elif (Analysis.sentiment.polarity > -0.6 and Analysis.sentiment.polarity <= -0.3):
negative += 1
elif (Analysis.sentiment.polarity > -2 and Analysis.sentiment.polarity <= -0.6):
snegative += 1
#print(Polarity); #debugger
sum = iteration;
StronglyPositivePercent = (spositive / sum) * 100;
PositivePercent = (positive / sum) * 100;
WeaklyPositivePercent = (wpositive / sum) * 100;
StronglyNegativePercent = (snegative / sum) * 100;
NegativePercent = (negative / sum) * 100;
WeaklyNegativePercent = (wnegative / sum) * 100;
NeutralPercent = (neutral / sum) * 100;
#print(positive);
if (neutral > spositive and neutral > positive and neutral > wpositive and neutral > snegative and neutral > negative and neutral > wnegative):
LabelSentenceResult = Label(self.AnalysisTwitterWindow,text="The Lexical Analysis Result returns Neutral", bg="#0053B1", fg="White",font=("Agency FB bold", 18), width="100", height="1")
LabelSentenceResult.place(relx="0.0015", rely="0.435");
elif (spositive > positive and spositive > wpositive and spositive > neutral and spositive > snegative and spositive > negative and spositive > wnegative):
LabelSentenceResult = Label(self.AnalysisTwitterWindow,text="The Lexical Analysis Result returns Strongly Positive", bg="#0053B1", fg="White",font=("Agency FB bold", 18), width="100", height="1")
LabelSentenceResult.place(relx="0.0015", rely="0.435");
elif (positive > spositive and positive > wpositive and positive > neutral and positive > snegative and positive > negative and positive > wnegative):
LabelSentenceResult = Label(self.AnalysisTwitterWindow,text="The Lexical Analysis Result returns Positive", bg="#0053B1", fg="White",font=("Agency FB bold", 18), width="100", height="1")
LabelSentenceResult.place(relx="0.0015", rely="0.435");
elif (wpositive > spositive and wpositive > positive and wpositive > neutral and wpositive > snegative and wpositive > negative and wpositive > wnegative):
LabelSentenceResult = Label(self.AnalysisTwitterWindow,text="The Lexical Analysis Result returns Weakly Positive", bg="#0053B1", fg="White",font=("Agency FB bold", 18), width="100", height="1")
LabelSentenceResult.place(relx="0.0015", rely="0.435");
elif (snegative > spositive and snegative > positive and snegative > wpositive and snegative > neutral and snegative > negative and snegative > wnegative):
LabelSentenceResult = Label(self.AnalysisTwitterWindow,text="The Lexical Analysis Result returns Strongly Negative", bg="#0053B1",fg="White",font=("Agency FB bold", 18), width="100", height="1")
LabelSentenceResult.place(relx="0.0015", rely="0.435");
elif (negative > spositive and snegative > positive and snegative > wpositive and snegative > neutral and snegative > snegative and snegative > wnegative):
LabelSentenceResult = Label(self.AnalysisTwitterWindow,text="The Lexical Analysis Result returns Negative", bg="#0053B1", fg="White",font=("Agency FB bold", 18), width="100", height="1")
LabelSentenceResult.place(relx="0.0015", rely="0.435");
elif (wnegative > spositive and snegative > positive and snegative > wpositive and snegative > neutral and snegative > snegative and snegative > negative):
LabelSentenceResult = Label(self.AnalysisTwitterWindow,text="The Lexical Analysis Result returns Weakly Negative", bg="#0053B1",fg="White",font=("Agency FB bold", 18), width="100", height="1")
LabelSentenceResult.place(relx="0.0015", rely="0.435");
import matplotlib.pyplot as plt
labels = 'Strongly Postive', 'Positive', 'Weakly Positive', 'Strongly Negative', 'Negative', 'Weakly Negative', 'Neutral';
sizes = [StronglyPositivePercent, PositivePercent, WeaklyPositivePercent, StronglyNegativePercent,
NegativePercent, WeaklyNegativePercent, NeutralPercent];
explode = (0.1, 0, 0, 0, 0, 0, 0);
fig1, ax1 = plt.subplots();
ax1.pie(sizes, explode=explode, labels=labels, autopct='%1.1f%%', shadow=True, startangle=90);
ax1.axis('equal');
plt.show();
self.AnalysisTwitterWindow.mainloop();
def ViewAllTweets(self):
self.ViewAllTweetsWindow = Tk();
self.ViewAllTweetsWindow.title("Tweets Display");
self.ViewAllTweetsWindow.geometry("900x700");
photoImages = PhotoImage(file="#13.png", master=self.ViewAllTweetsWindow);
BgImages = Label(self.ViewAllTweetsWindow, image=photoImages);
with open("Tweets.txt",mode="r") as csv_file:
csv_reader= csv.DictReader(csv_file);
iteration = 0; ArrayFetch = []; AllTweets="";
for row in csv_reader :
fetchString = row["tweets"];
ArrayFetch.append(fetchString);
AllTweets = AllTweets+ArrayFetch[iteration]+"\n";
iteration +=1;
print(AllTweets); #DEBUGGERS
LabelDisplayAlltweets = Label(self.ViewAllTweetsWindow,text=AllTweets, bg="#0053B1", fg="White",font=("Agency FB bold", 18))
LabelDisplayAlltweets.place(relx="0.275", rely="0.185");
BgImages.pack();
self.ViewAllTweetsWindow.mainloop();
#def DisplayTweetResults(self):
def AnalyzeVRSSystem(self):
import winsound;
winsound.PlaySound('BtnClick2.wav', winsound.SND_ASYNC);
self.AnalyzeVRSSystemWindow = Tk();
self.AnalyzeVRSSystemWindow.title("VRS Analysis");
self.AnalyzeVRSSystemWindow.geometry("800x500");
photoImages = PhotoImage(file="#9.png", master=self.AnalyzeVRSSystemWindow);
BgImages = Label(self.AnalyzeVRSSystemWindow, image=photoImages);
self.ButtonViewTweets = Button(self.AnalyzeVRSSystemWindow, text="Start VRS", bg="#001745", fg="#00BAFF",
font=("Agency FB bold", 17), width="20", command=self.ActivateVRSSystem);
self.ButtonViewTweets.place(relx="0.065", rely="0.755");
BgImages.pack();
self.AnalyzeVRSSystemWindow.mainloop();
def ActivateVRSSystem(self):
import winsound;
winsound.PlaySound('BtnClick2.wav', winsound.SND_ASYNC);
global VRS_Scan;
VRS_Scan=1;print("Selection = ");print(Selection);
self.AnalyzeVRSSystemWindow.destroy();
def InititateVRSProcess(self):
self.InititateVRSProcessWindow = Tk();
self.InititateVRSProcessWindow.title("VRS Analysis");
self.InititateVRSProcessWindow.geometry("800x500");
photoImages = PhotoImage(file="#9.png", master=self.InititateVRSProcessWindow);
BgImages = Label(self.InititateVRSProcessWindow, image=photoImages);BgImages.pack();
import speech_recognition as sr;
r = sr.Recognizer();
with sr.Microphone() as source:
#print("Speak Anything :");
self.LabelViewSpeech = Label(self.InititateVRSProcessWindow,
text="You Said", bg="#050529",
fg="#15AFAD", font=("Agency FB bold", 20), width="45", height="1");
self.LabelViewSpeech.place(relx="0.0325", rely="0.235");
audio = r.listen(source);
try:
text = r.recognize_google(audio);
formatText = format(text);
self.LabelViewSpeech2 = Label(self.InititateVRSProcessWindow,
text=formatText, bg="#050529",
fg="#15AFAD", font=("Agency FB bold", 20), width="45", height="1");
self.LabelViewSpeech2.place(relx="0.0325", rely="0.435");
print("You said : {}".format(text))
except:
self.LabelViewSpeech3 = Label(self.InititateVRSProcessWindow,
text="Sorry could not recognize what you said", bg="#050529",
fg="#15AFAD", font=("Agency FB bold", 20), width="45", height="1");
self.LabelViewSpeech3.place(relx="0.0325", rely="0.435");
print("Sorry could not recognize what you said")
Polarity=0
Analysis = TextBlob(formatText);
Polarity += Analysis.sentiment.polarity;
if (Polarity == 0):
self.LabelViewSpeech4 = Label(self.InititateVRSProcessWindow,
text="VRS Analysis Returns Neutral", bg="#050529",
fg="#15AFAD", font=("Agency FB bold", 20), width="45", height="1");
self.LabelViewSpeech4.place(relx="0.0325", rely="0.635");
elif (Polarity > 0 and Polarity <= 0.3):
self.LabelViewSpeech4 = Label(self.InititateVRSProcessWindow,
text="VRS Analysis Returns Weakly Positive", bg="#050529",
fg="#15AFAD", font=("Agency FB bold", 20), width="45", height="1");
self.LabelViewSpeech4.place(relx="0.0325", rely="0.635");
elif (Polarity > 0.3 and Polarity <= 0.6):
self.LabelViewSpeech4 = Label(self.InititateVRSProcessWindow,
text="VRS Analysis Returns Positive", bg="#050529",
fg="#15AFAD", font=("Agency FB bold", 20), width="45", height="1");
self.LabelViewSpeech4.place(relx="0.0325", rely="0.635");
elif (Polarity > 0.6 and Polarity <= 2):
self.LabelViewSpeech4 = Label(self.InititateVRSProcessWindow,
text="VRS Analysis Returns Strongly Positive", bg="#050529",
fg="#15AFAD", font=("Agency FB bold", 20), width="45", height="1");
self.LabelViewSpeech4.place(relx="0.0325", rely="0.635");
elif (Polarity < 0 and Polarity >= -0.3):
self.LabelViewSpeech4 = Label(self.InititateVRSProcessWindow,
text="VRS Analysis Returns Weakly Negative", bg="#050529",
fg="#15AFAD", font=("Agency FB bold", 20), width="45", height="1");
self.LabelViewSpeech4.place(relx="0.0325", rely="0.635");
elif (Polarity < -0.3 and Polarity >= -0.6):
self.LabelViewSpeech4 = Label(self.InititateVRSProcessWindow,
text="VRS Analysis Returns Negative", bg="#050529",
fg="#15AFAD", font=("Agency FB bold", 20), width="45", height="1");
self.LabelViewSpeech4.place(relx="0.0325", rely="0.635");
elif (Polarity < -0.6 and Polarity >= -2):
self.LabelViewSpeech4 = Label(self.InititateVRSProcessWindow,
text="VRS Analysis Returns Negative", bg="#050529",
fg="#15AFAD", font=("Agency FB bold", 20), width="45", height="1");
self.LabelViewSpeech4.place(relx="0.0325", rely="0.635");
StringPolarity = str(Polarity);
StringCombine="Polarity Value is : "+StringPolarity;
self.LabelViewSpeech5 = Label(self.InititateVRSProcessWindow,
text=StringCombine, bg="#050529",
fg="#15AFAD", font=("Agency FB bold", 20), width="45", height="1");
self.LabelViewSpeech5.place(relx="0.0325", rely="0.835");
self.InititateVRSProcessWindow.mainloop();
#def searchTwitterOption(self):
Object1 = SentimentApp();
Object1.SoundEffect1();
Object1.LoginMenu();
while 1 :
if (VerifiedUser==1):
Object1.SoundEffect1();
Object1.MainMenu();
else :
print("Error Log");
print("Selection = ");print(Selection);
if (Selection==1):
Object1.AnalyzeSingleSentence();
elif (Selection==2):
Object1.AnalyzeTwitterPosts();
elif (Selection == 3):
Object1.AnalyzeVRSSystem();
if(VRS_Scan==1):
Object1.InititateVRSProcess();
else :
print("Error Logss2");