🏛️ ECHR Regional Bias Analysis

Interactive Statistical Dashboards

Comprehensive analysis of European Court of Human Rights decisions (1968-2020) examining potential regional bias in violation findings between Eastern and Western European countries.

🖥️ Important: View in Full Screen for Best Experience
For optimal visualization, please open dashboards in full screen mode (press F11 or click the maximize button). The interactive graphs contain detailed information that requires adequate screen space.
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Exploratory Data Analysis
Interactive overview of dataset characteristics, violation rates by country and region, temporal trends, and primary article distributions.
Descriptive Statistics
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Hypothesis Testing
Statistical significance tests comparing Eastern vs Western Europe violation rates. Chi-square, proportion tests, and effect size analysis.
Inferential Statistics
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Logistic Regression
Country-level logistic regression models controlling for case characteristics. Odds ratios, confidence intervals, and coefficient visualization.
Regression Analysis
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Judge Fixed Effects
Judge-level analysis testing whether country effects persist after controlling for individual judge identities. Systematic vs idiosyncratic bias.
Advanced Modeling
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Machine Learning Models
Predictive modeling with Random Forest, XGBoost, and Gradient Boosting. ROC curves, feature importance, temporal validation, and model comparison.
ML & Prediction
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About This Project
Research question, key findings, methodology overview, and important caveats. Comprehensive summary of the entire analysis pipeline.
Project Information