feat(linguistic): add most common 2, 3 length n-grams
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@@ -65,6 +65,22 @@ class StatGen:
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"events_per_day": self.temporal_analysis.posts_per_day(),
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"weekday_hour_heatmap": self.temporal_analysis.heatmap()
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}
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def content_analysis(self) -> dict:
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return {
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"word_frequencies": self.linguistic_analysis.word_frequencies(),
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"common_two_phrases": self.linguistic_analysis.ngrams(),
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"common_three_phrases": self.linguistic_analysis.ngrams(n=3),
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"average_emotion_by_topic": self.emotional_analysis.avg_emotion_by_topic(),
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"reply_time_by_emotion": self.temporal_analysis.avg_reply_time_per_emotion()
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}
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def user_analysis(self) -> dict:
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return {
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"top_users": self.interaction_analysis.top_users(),
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"users": self.interaction_analysis.per_user_analysis(),
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"interaction_graph": self.interaction_analysis.interaction_graph()
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}
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def summary(self) -> dict:
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total_posts = (self.df["type"] == "post").sum()
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@@ -85,20 +101,6 @@ class StatGen:
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},
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"sources": self.df["source"].dropna().unique().tolist()
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}
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def content_analysis(self) -> dict:
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return {
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"word_frequencies": self.linguistic_analysis.word_frequencies(),
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"average_emotion_by_topic": self.emotional_analysis.avg_emotion_by_topic(),
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"reply_time_by_emotion": self.temporal_analysis.avg_reply_time_per_emotion()
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}
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def user_analysis(self) -> dict:
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return {
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"top_users": self.interaction_analysis.top_users(),
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"users": self.interaction_analysis.per_user_analysis(),
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"interaction_graph": self.interaction_analysis.interaction_graph()
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}
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def search(self, search_query: str) -> dict:
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self.df = self.df[
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