Public APIs and Datasets

World Bank, ACLED, NOAA, arXiv, Lichess — live data for game-theoretic analysis.
TUTORIALS

Public APIs and Datasets

World Bank, ACLED, NOAA, arXiv, Lichess — live data for game-theoretic analysis.

FRED economic data for game-theoretic calibration

public-apis-and-datasets
fred
cournot-competition
demand-estimation

Access Federal Reserve FRED data via the fredr API or direct CSV download to calibrate game-theoretic models with real-world economic parameters such as interest rates, GDP growth, and manufacturing output.

May 8, 2026

Kaggle competitions as strategic interactions

public-apis-and-datasets
kaggle
nash-equilibrium
strategic-interaction

Analyze Kaggle competitions through a game-theoretic lens, modeling competitor strategies, Nash equilibria of submission timing, and strategic model selection under competition rules.

May 8, 2026

Game Theory Environments for Reinforcement Learning in R

public-apis-and-datasets
reinforcement-learning
game-environments

Build OpenAI Gym-inspired game theory environments in pure R using R6 classes with reset(), step(), and render() methods. Implement Q-learning agents that learn Nash equilibrium strategies in Prisoner’s Dilemma and Hawk-Dove games.

May 8, 2026

Development Economics as Game Theory with World Bank Data

public-apis-and-datasets
development-economics
international-relations

Modelling international development as strategic interaction — aid allocation auctions, trade as repeated prisoner’s dilemma, and technology transfer as signalling games, using simulated indicators inspired by World Bank data.

May 8, 2026

World Bank WDI — economic indicators for game-theoretic analysis

public-apis-and-datasets
world-bank
wdi
international-economics

Access the World Bank’s World Development Indicators via the WDI R package, explore GDP, trade openness, and military expenditure data relevant to international game-theoretic models.

May 8, 2026
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