Various data and coding projects. Let me know what you think!

"POLassist" - Increasing Situational Awareness in Dense Urban Areas

All-source intelligence analysts need improved modeling, analytic tools, and data visualization in order to understand dense urban areas and enhance situational awareness more effectively. POLassist helps you understand location data in an urban areas to improve situational awareness and response allocation. The POLassist prototype was developed as part of "Hacking4Defense" at Columbia University in the City of New York, 2020.


>> Read more & see the prototype <<

Project Whispers - Neonazi Discord Visualization

Displayed nodes represent users, channels, and guilds. Guilds in Discord represent an isolated collection of users and channels, and are often referred to as "servers". Users can participate in several guilds and communicate within channels by exchanging messages. Channels subgroup guilds into different streams (e.g., "meme boards", "shitposting", "help desks" etc.). Edges are retrieved actual messages sent from users. Data from DDoSecret. Thanks!


>> Check out the network! <<

Iron March Forum - Neonazi Network Visualization

The visualization shows the interaction of Iron March forum members with more than 10 private messages exchanged. Red nodes symbolize a detected reference to German, set via the following criteria: German email address, German IP address, German forum posts (advanced to fluent skill level), German private messages (advanced to fluent skill level).


Read more on the German reference or the analysis.


>> Check out the network! <<

Google-Telegram Transfer Bot

This Google Apps Script links a Telegram bot to a google spreadsheet and allows command-based information storing. Feed your Telegram bot with information to store in Google Spreadsheet. Indicate type of stored information with Telegram commands (starting with '/'), e.g. keywords, persons, locations. The bot stores URLs as HTML in your Google Drive folder.Best of all: Open Source / Open Code, Easy to install, free of charge, 24/7 readiness!


>> Check out the bot on Github! <<

Twitter URL Crawler Bot

This TwitterUrlCrawler bot allows you to pull tweets from your feed or other users' timeline and store attached URLs in a Google Spreadsheet. Everything is managed with a Telegram bot, so you only save what is really interesting to your. It has never been easier to keep track of all the interesting URLs on Twitter out there. Check it out!


>> Check out the bot on Github! <<