added topic string column
Browse files
app.py
CHANGED
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@@ -318,6 +318,8 @@ def dataframeProcessing(dataset):
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df['topic'] = [sorted(lda_model_final[corpus][text][0]) for text in range(len(df['original_tweets']))]
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df = df[df['topic'].map(lambda d: len(d)) > 0]
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df['topic'][0]
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@@ -339,7 +341,7 @@ def dataframeProcessing(dataset):
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print('Topic ', i)
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print(rep_tweets[:5])
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output_df = df[['
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return lda_topics_string, output_df
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@@ -353,5 +355,5 @@ iface = gr.Interface(fn=dataframeProcessing,
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"bonifacio global city-december"],
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label="Dataset"),
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outputs=["text",
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gr.Dataframe(headers=['
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iface.launch()
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df['topic'] = [sorted(lda_model_final[corpus][text][0]) for text in range(len(df['original_tweets']))]
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+
df['topic_string'] = df['topic'].astype(str)
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+
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df = df[df['topic'].map(lambda d: len(d)) > 0]
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df['topic'][0]
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print('Topic ', i)
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print(rep_tweets[:5])
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output_df = df[['topic_string', 'original_tweets']].copy()
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return lda_topics_string, output_df
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"bonifacio global city-december"],
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label="Dataset"),
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outputs=["text",
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gr.Dataframe(headers=['topic_string', 'original_tweets'])])
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iface.launch()
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