Graduate course on fairness and collective decision-making in AI: measuring bias, social choice theory, and the economics and democratic stakes of automated decisions.
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Updated
Jun 25, 2026 - Jupyter Notebook
Graduate course on fairness and collective decision-making in AI: measuring bias, social choice theory, and the economics and democratic stakes of automated decisions.
This repository aims to show the use of Lightcast Global Smart Dataset.
Introduction to Natural Language Processing with a special emphasis on the analysis of Job Advertisements
EURES API documentation and the inherited/connected endpoints like ESCO/ISCO for job search and discovery
These mind-maps are an ongoing project of the visualization of legal frameworks of Canadian immigration law. They will be regularly updated on this site. These mind-maps are created for educational purposes. They do NOT, and are NOT intended to, constitute legal advice.
Replication files for "On the Measurement of the Elasticity of Labour" by Charles Gottlieb, Joern Onken, and Arnau Valladares-Esteban.
Replication files for "On the Black-White Gaps in Labor Supply and Earnings over the Lifecycle in the US" by Christopher Rauh and Arnau Valladares-Esteban.
Includes all the code for simulating an artificial labour market in NetLogo with additional code in R for calibration and analysis.
R package - cleaning UK Labour Force Survey (LFS) quarterly cross-sectional and 5-quarter longitudinal data.
NLP corpus of 3,200 German tech job postings - TF-IDF + spaCy skill extraction + K-Means clustering
Interactive visualization of AI exposure across 562 Singapore occupations, adapted from karpathy/jobs using MOM wage data and SSOC classifications.
Unemployment trend analysis across 28 Indian states (2019–2020) with focus on Covid-19 lockdown impact. National rate peaked at 23.24% in May 2020. Covers rural vs urban dynamics, state-level vulnerability, zone comparisons, and labour participation analysis. CodeAlpha Data Science Internship — Task 2.
India-focused adaptation of karpathy/jobs using NCO occupation groups to estimate AI exposure in the Indian job market.
Overcoming the limitations of job hyperflexibility in tech and creative industries
The world's first intelligence-agnostic anti-social network.
Servidor MCP y Skill para microdatos EPH-INDEC. Diseños de registro, metodología y documentación de paquetes R y Python
Repository for the job ads classifier
Analysis of 743 Swiss data job postings scraped from Jobup.ch, integrated with official BFS vacancy statistics to uncover skill demand, regional distribution, and salary transparency patterns in the Swiss data & AI job market (2026Q1). Built with Python, Selenium, pandas, and Streamlit.
Reproducible MVP on EU telework, skills and job quality (NUTS2, Eurostat). Python/statsmodels FE, optional Stata .do files, live Streamlit demo.
UK graduate labour-market outcomes analysis exploring earnings patterns by subject, demographics, and years since graduation.
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