Facebook Messages Analyzer

Get charts, statistics and pandas DataFrame from messages on facebook

How to get messages?

You can download them from:
Settings > Your Facebook Information > Download a copy of your information
Then select JSON format and Messages.

How to run?

Run setup.py Load JSON file of one conversation (default name: messages_1.json) with function get_input_dataframe()

Functions:

• get_input_dataframe get pandas dataframe from json file (it is input for most of the functions)
• elastic index data to ElasticSearch
  
• count_msg get total text messages sent by each member
  
• count_word get number of messages in which appeard given word
• count_words get number of messages in which appeard given words
• count_photos get number of photos sent by each member
• get_most_reacted_text get messages with certain minimum of reactions
• get_most_reacted_photos get photos with certain minimum of reactions
• get_messages_by_day get pandas dataframe with messages summed by day
  
• plot_by_day plot chart for messages per day
  
• plot_by_month_members plot chart for messages per month for every member and total(optional)
• plot_by_month_total plot chart for total messages per month
• most_common_words get most common words, and their count used in conversation
• get_members_stats_monthly get number of messages sent by every member and total messages in every month
• number_of_reactions_for_members - returns dataframe with number of different reactions sent by every member and total
• plot_number_of_reactions_for_member bar chart for number_of_reactions_for_members()
• total_number_of_reactions returns dataframe with number of total usage of every reaction
• plot_number_of_reactions bar chart for total_number_of_reactions()
• plot_messages_by_hour bar chart for total messages sent in every hour

To do

• WEBSITE
  

Additional info:

If you want to decode string to UTF-8 you can use decode function, or decode_column to decode entire column on dataframe.