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Table · dataset · 2026

Sobrecostos en obras públicas de infraestructura del Perú: base de obras, variables predictoras y resultados, 2018–2023

Listed in ZivaHub and Deakin Research Online and HKU DataHub and DaYta Ya Rona and figshare and Loughborough Research Repository and UP Research Data Repository — shown once because both records carry DOI 10.6084/m9.figshare.34029324.v1

<p dir="ltr">This dataset contains project-level data on public infrastructure works in Peru, prepared for the prediction and analysis of cost overruns using machine-learning methods.

Description

The analytical sample covers public works with approved technical files between 2018 and 2023.</p><p dir="ltr">The database includes information on project identification, sector, geographic location, level of government, viable investment cost, approved technical-file cost, project characteristics, institutional variables, historical execution indicators, and variables derived for the analysis of cost deviations.</p><p dir="ltr">The main analytical outcome is the percentage cost overrun between the approved technical-file cost and the viable investment cost.

The dataset includes the original cost-overrun measure, cleaned and winsorized versions, a log-transformed outcome, and binary indicators identifying critical cost overruns at alternative thresholds.</p><p dir="ltr">The database also contains data-quality indicators and variables prepared to reduce the risk of information leakage in predictive modelling. Variables that may not have been observable at the intended prediction point are retained for robustness analyses rather than for the main predictive specification.</p><p dir="ltr">A secondary analytical subset contains public works with sufficient information for delay analysis.

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Missing values were not artificially imputed, and the original variables were preserved alongside cleaned or transformed versions.</p><p dir="ltr">The dataset was constructed from official public investment and public works information from Peru and is intended to support reproducible research using XGBoost, SHAP, regression, classification, and related predictive methods for the study of cost overruns in public infrastructure.</p>

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Where it is published

Catalogue records · 1

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Provenance · 7 source records, 91 field assertions
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ZivaHuboai:figshare.com:article/340293245 d agoJSON v1
Deakin Research Onlineoai:figshare.com:article/340293245 d agoJSON v1
HKU DataHuboai:figshare.com:article/340293245 d agoJSON v1
DaYta Ya Ronaoai:figshare.com:article/340293244 d agoJSON v1
figshareoai:figshare.com:article/340293244 d agoJSON v1
Loughborough Research Repositoryoai:figshare.com:article/340293244 d agoJSON v1
UP Research Data Repositoryoai:figshare.com:article/340293243 d agoJSON v1
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