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Chalika Mihiran
2021-060
Commits
9b8f606a
Commit
9b8f606a
authored
Jul 17, 2021
by
Dhananjaya Jayashanka
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Updated textAnalyze(NLTK).py (sentiment analyzing)
parent
eb8bec91
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textAnalyze(NLTK).py
textAnalyze(NLTK).py
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textAnalyze(NLTK).py
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9b8f606a
...
...
@@ -32,23 +32,26 @@ with open('emotions.txt', 'r') as file:
clear_line
=
line
.
replace
(
"
\n
"
,
''
)
.
replace
(
","
,
''
)
.
replace
(
"'"
,
''
)
.
strip
()
word
,
emotion
=
clear_line
.
split
(
':'
)
def
sentiment_analyse
(
sentiment_text
):
score
=
SentimentIntensityAnalyzer
()
.
polarity_scores
(
sentiment_text
)
print
(
emotion
)
print
(
score
)
if
score
[
'neg'
]
>
score
[
'pos'
]:
print
(
"Negative Sentiment"
)
elif
score
[
'neg'
]
<
score
[
'pos'
]:
print
(
"Positive Sentiment"
)
else
:
print
(
"Neutral Sentiment"
)
sentiment_analyse
(
emotion
)
if
word
in
lemma_words
:
emotion_list
.
append
(
emotion
)
print
(
emotion_list
)
w
=
Counter
(
emotion_list
)
print
(
w
)
def
sentiment_analyse
(
sentiment_text
):
score
=
SentimentIntensityAnalyzer
()
.
polarity_scores
(
sentiment_text
)
if
score
[
'neg'
]
>
score
[
'pos'
]:
print
(
"Negative Sentiment"
)
elif
score
[
'neg'
]
<
score
[
'pos'
]:
print
(
"Positive Sentiment"
)
else
:
print
(
"Neutral Sentiment"
)
sentiment_analyse
(
cleaned_text
)
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