Decoding history through code. Understanding philosophy through data.
This repository contains the free, open-source Python code accompanying Code & Cogito blog articles. Each script is a standalone, runnable analysis that demonstrates the core concepts discussed in the corresponding article.
Using Python to reconstruct 500 years of intellectual evolution — from Florence's trade networks to Darwin's revolution.
Using Python to draw parallels between the Industrial Revolution (1760-1840) and today's digital transformation.
📅 Articles coming May 2026
Using Python to explore the surprising structural parallels between quantum physics and Eastern philosophical traditions.
📅 Articles coming June–October 2026
Using Python to draw parallels between Renaissance intellectual revolutions and their modern digital counterparts.
| # | Article | Code |
|---|---|---|
| 01 | Humanism vs Age of Personal Branding | humanism_vs_branding_analysis.py |
| 02 | Printing Revolution vs Social Media Explosion | printing_vs_social_analysis.py |
| 03 | Reformation vs Decentralization Movement | reformation_vs_decentralization_analysis.py |
📅 Articles coming June–July 2026
Using Python to analyze 400 years of financial bubbles and crises — from tulip mania to crypto collapse.
| # | Article | Code |
|---|---|---|
| 01 | Tulip Mania vs Bitcoin Bubble | tulip_vs_bitcoin_analysis.py |
| 02 | South Sea Bubble vs Dot-Com Bubble | south_sea_vs_dotcom_analysis.py |
| 03 | Great Depression vs 2008 Financial Crisis | depression_vs_2008_analysis.py |
| 04 | Japan's Lost Decades vs Taiwan's Housing Crisis | japan_lost_decades_analysis.py |
| 05 | Bank Runs: Northern Rock to SVB | bank_runs_analysis.py |
| 06 | Collapse of FTX: Bankruptcy of Trust | ftx_collapse_analysis.py |
📅 Articles coming September–December 2026
# Clone the repository
git clone https://github.com/Code-and-Cogito/code-cogito-public.git
cd code-cogito-public
# Install dependencies
pip install networkx matplotlib numpy pandas
# Run any script
python series-01-renaissance/article-01-florence/florence_network_analysis.py- Python 3.8+
- networkx
- matplotlib
- numpy
- pandas
Want the complete code, datasets, Jupyter Notebooks, and PDF cheatsheets? Check out our Deep Dive Packs.
All blog articles are available in three languages:
Wina — Ocean physics researcher & cross-disciplinary content creator.
- Blog: code-cogito.com
- Products: Deep Dive Packs
MIT License — see LICENSE for details.