Introduction to Natural Language Processing with a special emphasis on the analysis of Job Advertisements

This repository aims to show the use of Lightcast Global Smart Dataset.

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.

R package - cleaning UK Labour Force Survey (LFS) quarterly cross-sectional and 5-quarter longitudinal data.

Includes all the code for simulating an artificial labour market in NetLogo with additional code in R for calibration and analysis.

EURES API documentation and the inherited/connected endpoints like ESCO/ISCO for job search and discovery

India-focused adaptation of karpathy/jobs using NCO occupation groups to estimate AI exposure in the Indian job market.

Interactive visualization of AI exposure across 562 Singapore occupations, adapted from karpathy/jobs using MOM wage data and SSOC classifications.

Overcoming the limitations of job hyperflexibility in tech and creative industries

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.

The world's first intelligence-agnostic anti-social network.

https://fabricadedatoslaborales.cl/

Interactive Streamlit dashboard: immigration vs. Canadian labour markets | StatsCan + IRCC real data

Replication files for "Does the Added Worker Effect Matter?" by Nezih Guner, Yuliya Kulikova, and Arnau Valladares-Esteban.

Canada Labour Force Survey analysis: provincial trends, wages & sectoral breakdown | StatsCan data

Exploratory data analysis of the Spanish labour market using INE's Encuesta de Población Activa (EPA) open data API — unemployment by province, gender gap, sectoral structure, age and nationality analysis

Reproducible MVP on EU telework, skills and job quality (NUTS2, Eurostat). Python/statsmodels FE, optional Stata .do files, live Streamlit demo.