It's a script that analyzes all the messages in a given WhatsApp group chat and visualizes the most active users, the most used words and the dates and times with the most activity.
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Download and install Python3.
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Clone or download this repository and enter the root directory.
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Run
pip install -r requirements.txt -
Get a chat by going into a group -> Settings -> Email Chat -> No Media.
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Place the downloaded .txt file containing the chats in the same folder as this script.
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Run the script in the commandline with the following format:
analyze.py chat.txtwhere chat.txt is the file containing the chats -
The below images will be generated in an output folder along with an excel sheet containing the formatted data:
groupname-data.xlsx
groupname-date_activity.png
groupname-person_activity.png
groupname-time_activity.png
groupname-word_frequency.png
Only messages of the following types have been tested:
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18/05/16, 7:06:22 PM: username/phone number: message -
4/24/17, 6:30 PM - username/phone number: message -
[30/04/2015 20:55:13] username/phone number: message -
3/25/19, 17:14 - username: message
Other message formats will most likely not work at all. If you find a different format, please open an issue and I'll add it in.
- Month/Week-wise activity map
- Most media sent
- Longest interval between activity
- Average word count of a message
- Biggest message
- User-based stats: Most active date, most used word, biggest message, average word count