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Runtime error
wira.indra
commited on
Commit
•
39d5762
1
Parent(s):
d84c978
add twitter feature
Browse files
app.py
CHANGED
@@ -76,14 +76,10 @@ def twitter_analyzer(keyword, max_tweets):
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df = ts.scrape_tweets(keyword, max_tweets=max_tweets)
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df["Text"] = df["Text"].apply(ts.preprocess_text)
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df = sentiment_df(df)
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fig = plt.figure()
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df.groupby(["Label"])["Text"].count().plot.pie(autopct="%.1f%%", figsize=(6,6))
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return fig, df[["URL", "Text", "Label", "Score"]]
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def ner_analyzer(keyword, df_ner):
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df_ner = df_ner[df_ner.line_race != keyword]
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fig = plt.figure()
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return fig
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if __name__ == "__main__":
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@@ -123,10 +119,17 @@ if __name__ == "__main__":
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overflow_row_behaviour='paginate',
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wrap=True)
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analyze_button.click(sentiment_ner, input_text, [sent_output, ner_output])
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submit_button.click(twitter_analyzer,
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inputs=[keyword_textbox, max_tweets_component],
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outputs=[plot_component, dataframe_component])
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gr.Markdown(
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"""
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df = ts.scrape_tweets(keyword, max_tweets=max_tweets)
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df["Text"] = df["Text"].apply(ts.preprocess_text)
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df = sentiment_df(df)
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df_ner = ner_df(df)
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fig = plt.figure()
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df.groupby(["Label"])["Text"].count().plot.pie(autopct="%.1f%%", figsize=(6,6))
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return fig, df[["URL", "Text", "Label", "Score"]], df_ner
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if __name__ == "__main__":
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overflow_row_behaviour='paginate',
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wrap=True)
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df_ner = gr.DataFrame(type="pandas",
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label="Dataframe",
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max_rows=(20,'fixed'),
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overflow_row_behaviour='paginate',
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wrap=True)
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analyze_button.click(sentiment_ner, input_text, [sent_output, ner_output])
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submit_button.click(twitter_analyzer,
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inputs=[keyword_textbox, max_tweets_component],
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outputs=[plot_component, dataframe_component, df_ner])
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gr.Markdown(
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"""
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