How to Scrape Telegram with Python
Source: YouTube · John Hammond · published Sep 18, 2024 · 24:03
Telegram is a platform often used for cybercrime and illicit activities, making it valuable to monitor for threat intelligence. This video demonstrates how to scrape Telegram channels using Python and the Ton library, enabling automated monitoring and message collection. The process involves setting up API credentials, joining channels, and extracting messages for analysis—ideal for tracking cyber threats, malware, or dark web discussions.
Key Takeaways:
• Ton is a pure Python 3 MTProto API library for Telegram, installable via pip install ton and used for bots and scraping 0:25.
• Users must obtain a Telegram API ID and hash from my.telegram.org, which should be stored securely as environment variables to avoid exposing credentials 2:30.
• A Python script can join a Telegram channel using client.join_channel() and retrieve messages via asynchronous iteration, with message data including text, timestamps, and emojis 9:13.
• The script can be enhanced with tools like Flare’s "Tea Hunting" to parse messages, detect keywords (e.g., "hack", "malware"), and analyze sentiment using NLP 17:45.
• The video showcases scraping 112 messages across 17 channels in under 50 seconds, outputting CSV files for further analysis, though content should be treated with caution due to its potentially illegal or unverified nature 21:33.
This approach enables automated, scalable monitoring of Telegram for cybercrime indicators, but users must operate responsibly and within Telegram’s Terms of Service.
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First 800 characters of the transcript
telegram is the social media of cyber crime and a lot of other really weird wacky and like questionable or legal things so for some threat intelligence and just knowing what is out there it might be worth monitoring what happens on telegram so in this video I'd like to show you how we can scrape telegram channels messages and all the things in Python and to help streamline that process for us let's use the python Library ton this is available on GitHub at lunami we/ teleon and it's a pure Python 3 Mt Proto API telegram client library that works for Bots too super duper easy to install and get started honestly it's just a pip install single command but it is phenomenal now I do have to say and they include this disclaimer here look as with any thirdparty library for telegram be careful not …