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English summary of a Chinese forum discussion about enterprise AI landing, FDE field delivery and digital employees. Key topics: AI.

AI Summary: English summary of a Chinese forum discussion about enterprise AI landing, FDE field delivery and digital employees. Key topics: pilot, AI.

English summary of a Chinese forum discussion about enterprise AI landing, FDE field delivery and digital employees.

English summary of a Chinese forum discussion about enterprise AI landing, FDE field delivery and digital employees.

read_csv('brand_checks.

csv') df['date'] = pd.

to_datetime(df['checked_at']).

dt.

English summary of a Chinese forum discussion about enterprise AI landing, FDE field delivery and digital employees. Key topics: AI.

groupby('date').

agg( total=('mentioned', 'count'), mentioned=('mentioned', 'sum') ).

reset_index() daily['visibility'] = (daily['mentioned'] / daily['total'] * 100).

English summary of a Chinese forum discussion about enterprise AI landing, FDE field delivery and digital employees.

pivot_table( values='mentioned', index='date', columns='brand_name', aggfunc='mean' ).

English summary of a Chinese forum discussion about enterprise AI landing, FDE field delivery and digital employees. Key topics: AI.

rolling(7).

English summary of a Chinese forum discussion about enterprise AI landing, FDE field delivery and digital employees. Key topics: AI.

mean() std = daily['visibility'].

English summary of a Chinese forum discussion about enterprise AI landing, FDE field delivery and digital employees. Key topics: AI.

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