This repo is a mini data playground based on post data from one of the Telegram channels I follow — focused on some developers' activities.
assets/
└── Vazir-Regular.ttf # Persian-friendly font used in visualizations
images/
├── devtwitter-general-wordcloud.png # Word cloud of general DevTwitter vocab
├── name-tags-wordcloud.png # Word cloud from hashtags and name tags
├── programming\_lang\_trends.mp4 # Trend animation of programming languages
└── word\_trends.mp4 # Time-based trend of word usage
.gitignore # Usual ignore rules
devtwitter-pure-text.txt # Cleaned raw text version of the dataset
devtwitter.json # Original structured data from Telegram post dump
main.ipynb # Jupyter notebook with all the analysis + visualizations
README.md # You're looking at it 😉
Just for fun, I took the shared post data and:
- 🧹 Cleaned and preprocessed it
- 🔍 Analyzed text patterns and hashtags
- 🌐 Visualized keyword frequency (via word clouds)
- 📈 Made some cool trend animations of word usage and programming language mentions
- Python (Pandas, Matplotlib, WordCloud)
- FFmpeg for animations
- Jupyter for explorations
- VS Code for making magics ✨
You can cess the pure data in this repository using devtwitter-pure-text.txt and devtwitter.json files.
If you'd like to explore the original dataset yourself or grab a fresh copy, it's publicly available here:
The data primarily consists of post content from a developer-focused Telegram channel, originally curated from some developers channels and discussions. Use it responsibly and with curiosity 🤓
This was a quick weekend project to explore how dev communities talk online — particularly on a Telegram channel. Nothing too serious, just a data-curious dive 🧪