whatsapp.py

total_emojis_list = list(set([a for b in messages_df.emoji for a in b]))
total_emojis = len(total_emojis_list)

total_emojis_list = list([a for b in messages_df.emoji for a in b])
emoji_dict = dict(Counter(total_emojis_list))
emoji_dict = sorted(emoji_dict.items(), key=lambda x: x[1], reverse=True)
for i in emoji_dict:
  print(i)
  
emoji_df = pd.DataFrame(emoji_dict, columns=['emoji', 'count'])
import plotly.express as px
fig = px.pie(emoji_df, values='count', names='emoji')
fig.update_traces(textposition='inside', textinfo='percent+label')
fig.show()