Processed dataset for Data-Driven Prediction of Drift Capacity for Reinforced Concrete Shear Walls Using Tree-Based Machine Learning Models

This record contains the processed dataset of 208 cyclically tested reinforced concrete shear wall specimens (106 rectangular and 102 I-shaped) used in the associated manuscript. The workbook provides source identifiers, retained specimen properties, model input variables, observed drift capacity, and the fixed development (166 specimens) and independent hold-out test (42 specimens) assignment. The dataset was derived from the ACI 445B Shear Wall Database, Version 1.0 (https://doi.org/10.7277/EESD-J453). The accompanying README describes the workbook, units, provenance and limitations. Analysis code is not included.