News

LaLiga 2026/27 · Heatmap of final standings

LaLiga 2026/27 · Heatmap of final standings

Heatmap of projected final positions for LaLiga teams from one million Monte Carlo simulations.

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Champions League 2026/27 · Qualification probabilities

Champions League 2026/27 · Qualification probabilities

Poisson and Monte Carlo simulations estimate the chances of a top-eight finish, playoffs or elimination.

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LaLiga 2026/27 · Elo ratings and projected points

LaLiga 2026/27 · Elo ratings and projected points

Comparison of Elo ratings, projected points and simulated result ranges for each team.

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Champions League 2026/27 · Points distribution

Champions League 2026/27 · Points distribution

Histograms of simulated points highlight the competition's most frequent outcomes.

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LaLiga 2026/27 · Final-position percentiles

LaLiga 2026/27 · Final-position percentiles

Position percentiles show the range of likely final standings.

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Champions League 2026/27 · Poisson and Monte Carlo model

Champions League 2026/27 · Poisson and Monte Carlo model

Introduction to the Poisson model and Monte Carlo simulation used to estimate match outcomes and standings.

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Estimated chances of a top-four finish in LaLiga 2026/27

LaLiga 2026/27 · Simulation update

LinkedIn post about simulations. The specific details have not yet been verified.

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Nations League 2026/27 · Ranking changes

Nations League 2026/27 · Ranking changes

How projected national-team rankings evolve across competition matchdays.

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Project cover: Project in progress: Champions League 2026/27 predictions

Project in progress: Champions League 2026/27 predictions

Poisson goal model and Monte Carlo simulations to project Champions League outcomes.

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Nations League 2026/27 · Elo and title chances

Nations League 2026/27 · Elo and title chances

Comparing Elo ratings with each national team's estimated chance of winning the Nations League.

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Nations League 2026/27 · Chances by stage

Nations League 2026/27 · Chances by stage

Chances of advancing through each stage, from the group phase to the final.

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Nations League 2026/27 · Elo, Poisson and Monte Carlo model

Nations League 2026/27 · Elo, Poisson and Monte Carlo model

Overview of a simulation model for estimating UEFA Nations League probabilities.

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Project cover: Balearic Islands · Air traffic analysis with Python

Balearic Islands · Air traffic analysis with Python

Analysis of air traffic in the Balearic Islands using public AENA data.

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Project cover: New project: Nations League 2026/27 predictions

New project: Nations League 2026/27 predictions

Simulating probabilities of winning groups, progressing through knockouts and lifting the trophy.

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LaLiga 2026/27 · Position forecasts

LaLiga 2026/27 · Position forecasts

Updated final-position probabilities based on new results and Elo ratings.

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Heatmap of projected LaLiga 2026/27 positions

LaLiga 2026/27 · Monte Carlo simulation

LinkedIn post about the LaLiga simulation. Details have not yet been verified.

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Project cover: Project in progress: LaLiga 2026/27 Monte Carlo simulation

Project in progress: LaLiga 2026/27 Monte Carlo simulation

Simulating scenarios to estimate final positions and outcomes in LaLiga.

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Estimated LaLiga 2026/27 title probabilities

LaLiga 2026/27 · Monte Carlo scenarios

LinkedIn post about LaLiga scenarios. Details have not yet been verified.

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Project cover: Fraud · Anomaly detection with DBSCAN

Fraud · Anomaly detection with DBSCAN

Using DBSCAN to find clusters and unusual transactions in transactional data.

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Project cover: Chicago · Taxi trip analysis with Python

Chicago · Taxi trip analysis with Python

Exploring reported Chicago taxi trips to identify temporal, spatial and economic patterns.

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Project cover: Fraud · Logistic regression in Python and SPSS

Fraud · Logistic regression in Python and SPSS

Classification model to analyze transactions and signs associated with fraud.

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Patrones Lab · Data analytics, machine learning and BI

Patrones Lab · Data analytics, machine learning and BI

Introducing Patrones Lab and its data projects, models and visualizations.

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Project cover: Project in progress: Neural network for weather-related losses

Project in progress: Neural network for weather-related losses

Comparing classification techniques to study economic losses from weather events.

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Project cover: New project: Supplier spending dashboard in Power BI

New project: Supplier spending dashboard in Power BI

Power BI dashboard to explore supplier spending, trends, categories and regions.

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Project cover: Project in progress: Spotify Charts dashboard in Power BI

Project in progress: Spotify Charts dashboard in Power BI

Dashboard exploring Spotify rankings, streams, trends and countries.

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World Cup 2026 · Title probabilities and possible finals

World Cup 2026 · Title probabilities and possible finals

Updated World Cup winning probabilities and possible final matchups.

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France’s possible matchups at the 2026 World Cup

World Cup 2026 · France vs Morocco and possible matchups

Simulated quarterfinal matchups and chances of advancing through the bracket.

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World Cup 2026 · Chances of advancing by round

World Cup 2026 · Chances of advancing by round

Estimated chances of reaching the semifinals, playing the final and winning the World Cup.

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World Cup 2026 · Probabilities after the round of 32

World Cup 2026 · Probabilities after the round of 32

Updated chances of advancing and winning after the round of 32.

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World Cup 2026 · Probabilities before the round of 16

World Cup 2026 · Probabilities before the round of 16

Round-by-round advancement forecasts using the results available at the time.

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Project cover: New project: World Cup 2026 Monte Carlo simulation

New project: World Cup 2026 Monte Carlo simulation

Simulation model estimating each national team's chances of advancing and winning.

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Percentile radar chart of Lionel Messi at the Qatar 2022 World Cup

Qatar 2022 World Cup · Radar charts of Argentine players

Comparing Argentine players with position-based percentiles and per-90 metrics.

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Project cover: New project: Qatar 2022 World Cup percentile radar charts

New project: Qatar 2022 World Cup percentile radar charts

Visual comparisons of individual performances at Qatar 2022 using percentile radar charts.

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Project cover: Qatar 2022 World Cup · Expected Threat in the final

Qatar 2022 World Cup · Expected Threat in the final

How on-ball actions changed attacking threat in the Argentina–France final.

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Project cover: Qatar 2022 · Football and probabilities: Argentina–France

Qatar 2022 · Football and probabilities: Argentina–France

Article on football and probabilities in the Qatar 2022 Argentina–France match.

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Project cover: New project: Expected Goals (xG) model · Qatar 2022

New project: Expected Goals (xG) model · Qatar 2022

Probabilistic model estimating the scoring chance of each shot at the World Cup.

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Project cover: New project: Expected Threat (xT) model · Qatar 2022

New project: Expected Threat (xT) model · Qatar 2022

Analysis of attacking threat generated by on-ball actions during Qatar 2022.

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Project cover: Chicago · Taxi dashboard with Looker Studio

Chicago · Taxi dashboard with Looker Studio

Interactive dashboard exploring demand and routes among reported Chicago taxi trips.

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Chicago · Spatial distribution of taxi trips

Chicago · Spatial distribution of taxi trips

Map of trip concentration across Chicago areas based on open data.

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Project cover: Chicago · Taxi flows and activity

Chicago · Taxi flows and activity

Analysis of pickup and drop-off zones, routes and spatial concentration of taxi activity.

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Project cover: New project: Geospatial analysis of Chicago taxis

New project: Geospatial analysis of Chicago taxis

Mapping busy zones and origin–destination flows among reported taxi trips.

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Project cover: New project: Chicago taxi dashboard with Looker Studio

New project: Chicago taxi dashboard with Looker Studio

Interactive dashboard exploring taxi activity, fares and routes in Chicago.

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Project cover: Chicago · Taxi demand, fares and duration

Chicago · Taxi demand, fares and duration

How reported trips vary by day, time, distance and fare.

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Project cover: Chicago Taxi Trips · Urban travel network and open data

Chicago Taxi Trips · Urban travel network and open data

Article on Chicago's urban taxi-trip network based on open data.

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Project cover: New project: Chicago taxi trip analysis

New project: Chicago taxi trip analysis

Analysis of demand, routes and fares among reported Chicago taxi trips.

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Project cover: New project: Geospatial analysis of London Airbnb

New project: Geospatial analysis of London Airbnb

Analysis of prices by location, distance to the center and neighborhood characteristics.

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Project cover: New project: London Airbnb price classification

New project: London Airbnb price classification

Model classifying listings as relatively expensive or inexpensive within each room type.

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Project cover: London Airbnb · Prices and neighborhoods · 2025

London Airbnb · Prices and neighborhoods

Comparing Airbnb accommodation prices and geographic distribution across London.

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Project cover: Airbnb in London · Prices and spatial patterns

Airbnb in London · Prices and spatial patterns

Article on London Airbnb prices and their spatial distribution.

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Project cover: New project: London Airbnb listing analysis

New project: London Airbnb listing analysis

Exploring accommodation prices, listing types, availability and neighborhood differences.

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Project cover: Balearic Islands · Air traffic and connectivity · 2024–2025

Balearic Islands · Air traffic and connectivity

Analysis of passengers, connectivity and seasonality at Balearic airports.

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Project cover: Balearic Islands · Tourism and AENA aviation data

Balearic Islands · Tourism and AENA aviation data

Article on Balearic tourism using AENA's open aviation data.

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Project cover: New project: Air traffic analysis in the Balearic Islands

New project: Air traffic analysis in the Balearic Islands

Analysis of air traffic at Mallorca, Ibiza and Menorca airports using public AENA data.

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Project cover: New project: Fraud detection with DBSCAN

New project: Fraud detection with DBSCAN

Density-based clustering to identify unusual transactions and potential fraud patterns.

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Project cover: New project: Fraud detection with logistic regression

New project: Fraud detection with logistic regression

Supervised classification of transactions to estimate fraud risk and interpret relevant signals.

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Project cover: New project: Fraud detection with K-means

New project: Fraud detection with K-means

Clustering transactions with K-means to explore unusual behaviors associated with fraud.

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