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Updated Main.py #1

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Updated Main.py #1

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34 changes: 12 additions & 22 deletions main.py
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Original file line number Diff line number Diff line change
@@ -1,6 +1,5 @@
import string
from collections import Counter

from string import punctuation
import matplotlib.pyplot as plt

# reading text file
Expand All @@ -10,21 +9,13 @@
lower_case = text.lower()

# Removing punctuations
cleaned_text = lower_case.translate(str.maketrans('', '', string.punctuation))
cleaned_text = lower_case.translate(str.maketrans('', '', punctuation))

# splitting text into words
tokenized_words = cleaned_text.split()

stop_words = ["i", "me", "my", "myself", "we", "our", "ours", "ourselves", "you", "your", "yours", "yourself",
"yourselves", "he", "him", "his", "himself", "she", "her", "hers", "herself", "it", "its", "itself",
"they", "them", "their", "theirs", "themselves", "what", "which", "who", "whom", "this", "that", "these",
"those", "am", "is", "are", "was", "were", "be", "been", "being", "have", "has", "had", "having", "do",
"does", "did", "doing", "a", "an", "the", "and", "but", "if", "or", "because", "as", "until", "while",
"of", "at", "by", "for", "with", "about", "against", "between", "into", "through", "during", "before",
"after", "above", "below", "to", "from", "up", "down", "in", "out", "on", "off", "over", "under", "again",
"further", "then", "once", "here", "there", "when", "where", "why", "how", "all", "any", "both", "each",
"few", "more", "most", "other", "some", "such", "no", "nor", "not", "only", "own", "same", "so", "than",
"too", "very", "s", "t", "can", "will", "just", "don", "should", "now"]
# get all stop words from the file
stop_words = open("stop_words.txt", encoding="utf-8").read().split()

# Removing stop words from the tokenized words list
final_words = []
Expand All @@ -47,17 +38,16 @@
clear_line = line.replace("\n", '').replace(",", '').replace("'", '').strip()
word, emotion = clear_line.split(':')

if word in final_words:
emotion_list.append(emotion)
for f_word in final_words:
if f_word == word:
emotion_list.append(emotion.strip())

print(emotion_list)
w = Counter(emotion_list)
print(w)

# Plotting the emotions on the graph
emo_counter = Counter(emotion_list)
print(emo_counter)

fig, ax1 = plt.subplots()
ax1.bar(w.keys(), w.values())
fig, ax = plt.subplots()
ax.bar(emo_counter.keys(), emo_counter.values())
fig.autofmt_xdate()
plt.savefig('graph.png')
plt.savefig("emo.png")
plt.show()