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Chalika Mihiran
2021-060
Commits
bc4d2e23
Commit
bc4d2e23
authored
Jul 17, 2021
by
Dhananjaya Jayashanka
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Updated textAnalyze(NLTK).py (sentiment analyzing)
parent
9b8f606a
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read.txt
read.txt
+1
-55
textAnalyze(NLTK).py
textAnalyze(NLTK).py
+15
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textAnalyze(NLTK).py
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bc4d2e23
...
@@ -33,21 +33,22 @@ with open('emotions.txt', 'r') as file:
...
@@ -33,21 +33,22 @@ with open('emotions.txt', 'r') as file:
word
,
emotion
=
clear_line
.
split
(
':'
)
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
:
if
word
in
lemma_words
:
emotion_list
.
append
(
emotion
)
def
sentiment_analyse
(
sentiment_text
):
score
=
SentimentIntensityAnalyzer
()
.
polarity_scores
(
sentiment_text
)
print
(
word
)
print
(
score
)
if
score
[
'neg'
]
>
score
[
'pos'
]:
print
(
"Negative Sentiment"
)
emotion_list
.
append
(
emotion
)
elif
score
[
'neg'
]
<
score
[
'pos'
]:
print
(
"Positive Sentiment"
)
emotion_list
.
append
(
emotion
)
else
:
print
(
"Neutral Sentiment"
)
emotion_list
.
append
(
emotion
)
sentiment_analyse
(
word
)
print
(
emotion_list
)
print
(
emotion_list
)
w
=
Counter
(
emotion_list
)
w
=
Counter
(
emotion_list
)
...
...
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