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Traffic, weather, and event data from 2017 to 2023 for Kandovan Road, a critical mountainous suburban route. Shahriar Afandizadeh published this dataset on figshare to support the evaluation of eight machine learning models for traffic prediction. The dataset underpinned a study where a Random Forest Regressor achieved an R² score of 0.88 for forecasting traffic flow under variable conditions.
The dataset is very small (243.5 KB), indicating it may be a sample or contain aggregated/feature-engineered data rather than raw observations.