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>
Links
Where it is published
- DOI doi.org/10.6084/m9.figshare.34029324.v1 ↗
DOI / persistent id · from zivahub uct ac za
Catalogue records · 1
- OAI-PMH record api.figshare.com/v2/oai?verb=GetRecord&metadataPrefix=oai_dc&identifier=oai%3Af… ↗
metadata API · from zivahub uct ac za
Topics
- From keywords
- Astronomy & Astrophysics · Chemistry · Chemistry · Computer Science & AI · Computer Science & AI · Computer Science & AI · Computer Science & AI · Computer Science & AI · Computer Science & AI · Computer Science & AI · Construction engineering · Construction engineering · Construction engineering · Construction engineering · Construction engineering · Construction engineering · Construction engineering · Earth & Environmental Science · Earth & Environmental Science · Earth & Environmental Science · Earth & Environmental Science · Earth & Environmental Science · Earth & Environmental Science · Earth & Environmental Science · Economics & Finance · Economics & Finance · Economics & Finance · Economics & Finance · Economics & Finance · Economics & Finance · Economics & Finance · Engineering · Engineering · Engineering · Engineering · Engineering · Engineering · Engineering · Humanities · Humanities · Humanities · Humanities · International economics · International economics · International economics · International economics · International economics · International economics · International economics · Life Sciences · Life Sciences · Life Sciences · Life Sciences · Materials Science · Mathematics & Statistics · Mathematics & Statistics · Mathematics & Statistics · Mathematics & Statistics · Mathematics & Statistics · Mathematics & Statistics · Mathematics & Statistics · Medicine & Health · Medicine & Health · Ocean & Atmospheric Science · Psychology & Behavioral Science · Public administration · Public administration · Public administration · Public administration · Public administration · Public administration · Public administration · Social Science · Social Science · Social Science · Social Science · Social Science · Social Science · Social Science · Statistical data science · Statistical data science · Statistical data science · Statistical data science · Statistical data science · Statistical data science · Statistical data science
Provenance · 7 source records, 91 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| ZivaHub | oai:figshare.com:article/34029324 | 5 d ago | JSON v1 |
| Deakin Research Online | oai:figshare.com:article/34029324 | 5 d ago | JSON v1 |
| HKU DataHub | oai:figshare.com:article/34029324 | 5 d ago | JSON v1 |
| DaYta Ya Rona | oai:figshare.com:article/34029324 | 4 d ago | JSON v1 |
| figshare | oai:figshare.com:article/34029324 | 4 d ago | JSON v1 |
| Loughborough Research Repository | oai:figshare.com:article/34029324 | 4 d ago | JSON v1 |
| UP Research Data Repository | oai:figshare.com:article/34029324 | 3 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | |
| concepts[field].anzsrc:field:380110 | mapping · dro deakin edu au | vocabulary-mapper@1.0.0 | keywords['International economics'] |
| concepts[field].anzsrc:field:380110 | mapping · researchdata up ac za | vocabulary-mapper@1.0.0 | keywords['International economics'] |
| concepts[field].anzsrc:field:380110 | mapping · repository lboro ac uk | vocabulary-mapper@1.0.0 | keywords['International economics'] |
| concepts[field].anzsrc:field:380110 | mapping · figshare com | vocabulary-mapper@1.0.0 | keywords['International economics'] |
| concepts[field].anzsrc:field:380110 | mapping · zivahub uct ac za | vocabulary-mapper@1.0.0 | keywords['International economics'] |
| concepts[field].anzsrc:field:380110 | mapping · dayta nwu ac za | vocabulary-mapper@1.0.0 | keywords['International economics'] |
| concepts[field].anzsrc:field:380110 | mapping · datahub hku hk | vocabulary-mapper@1.0.0 | keywords['International economics'] |
| concepts[field].anzsrc:field:400504 | mapping · zivahub uct ac za | vocabulary-mapper@1.0.0 | keywords['Construction engineering'] |
| concepts[field].anzsrc:field:400504 | mapping · researchdata up ac za | vocabulary-mapper@1.0.0 | keywords['Construction engineering'] |
| concepts[field].anzsrc:field:400504 | mapping · dayta nwu ac za | vocabulary-mapper@1.0.0 | keywords['Construction engineering'] |
| concepts[field].anzsrc:field:400504 | mapping · figshare com | vocabulary-mapper@1.0.0 | keywords['Construction engineering'] |
| concepts[field].anzsrc:field:400504 | mapping · datahub hku hk | vocabulary-mapper@1.0.0 | keywords['Construction engineering'] |
| concepts[field].anzsrc:field:400504 | mapping · repository lboro ac uk | vocabulary-mapper@1.0.0 | keywords['Construction engineering'] |
| concepts[field].anzsrc:field:400504 | mapping · dro deakin edu au | vocabulary-mapper@1.0.0 | keywords['Construction engineering'] |
| concepts[field].anzsrc:field:440708 | mapping · dayta nwu ac za | vocabulary-mapper@1.0.0 | keywords['Public administration'] |
| concepts[field].anzsrc:field:440708 | mapping · datahub hku hk | vocabulary-mapper@1.0.0 | keywords['Public administration'] |
| concepts[field].anzsrc:field:440708 | mapping · zivahub uct ac za | vocabulary-mapper@1.0.0 | keywords['Public administration'] |
| concepts[field].anzsrc:field:440708 | mapping · researchdata up ac za | vocabulary-mapper@1.0.0 | keywords['Public administration'] |
| concepts[field].anzsrc:field:440708 | mapping · figshare com | vocabulary-mapper@1.0.0 | keywords['Public administration'] |
| concepts[field].anzsrc:field:440708 | mapping · dro deakin edu au | vocabulary-mapper@1.0.0 | keywords['Public administration'] |
| concepts[field].anzsrc:field:440708 | mapping · repository lboro ac uk | vocabulary-mapper@1.0.0 | keywords['Public administration'] |
| concepts[field].anzsrc:field:490508 | mapping · datahub hku hk | vocabulary-mapper@1.0.0 | keywords['Statistical data science'] |
| concepts[field].anzsrc:field:490508 | mapping · zivahub uct ac za | vocabulary-mapper@1.0.0 | keywords['Statistical data science'] |
| concepts[field].anzsrc:field:490508 | mapping · dro deakin edu au | vocabulary-mapper@1.0.0 | keywords['Statistical data science'] |
| concepts[field].anzsrc:field:490508 | mapping · dayta nwu ac za | vocabulary-mapper@1.0.0 | keywords['Statistical data science'] |
| concepts[field].anzsrc:field:490508 | mapping · figshare com | vocabulary-mapper@1.0.0 | keywords['Statistical data science'] |
| concepts[field].anzsrc:field:490508 | mapping · repository lboro ac uk | vocabulary-mapper@1.0.0 | keywords['Statistical data science'] |
| concepts[field].anzsrc:field:490508 | mapping · researchdata up ac za | vocabulary-mapper@1.0.0 | keywords['Statistical data science'] |
| concepts[field].local:field:astronomy | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:chemistry | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:chemistry | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · datahub hku hk | connector:datahub_hku_hk@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · dro deakin edu au | connector:dro_deakin_edu_au@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · dayta nwu ac za | connector:dayta_nwu_ac_za@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · dro deakin edu au | connector:dro_deakin_edu_au@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · dayta nwu ac za | connector:dayta_nwu_ac_za@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · datahub hku hk | connector:datahub_hku_hk@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:economics-finance | mapping · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | |
| concepts[field].local:field:economics-finance | mapping · dayta nwu ac za | connector:dayta_nwu_ac_za@1.0.0 | |
| concepts[field].local:field:economics-finance | mapping · dro deakin edu au | connector:dro_deakin_edu_au@1.0.0 | |
| concepts[field].local:field:economics-finance | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:economics-finance | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:economics-finance | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:economics-finance | mapping · datahub hku hk | connector:datahub_hku_hk@1.0.0 | |
| concepts[field].local:field:engineering | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:engineering | mapping · datahub hku hk | connector:datahub_hku_hk@1.0.0 | |
| concepts[field].local:field:engineering | mapping · dayta nwu ac za | connector:dayta_nwu_ac_za@1.0.0 | |
| concepts[field].local:field:engineering | mapping · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | |
| concepts[field].local:field:engineering | mapping · dro deakin edu au | connector:dro_deakin_edu_au@1.0.0 | |
| concepts[field].local:field:engineering | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:engineering | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:humanities | mapping · dayta nwu ac za | connector:dayta_nwu_ac_za@1.0.0 | |
| concepts[field].local:field:humanities | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:humanities | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:humanities | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · dayta nwu ac za | connector:dayta_nwu_ac_za@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:materials-science | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:mathematics-statistics | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:mathematics-statistics | mapping · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | |
| concepts[field].local:field:mathematics-statistics | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:mathematics-statistics | mapping · dro deakin edu au | connector:dro_deakin_edu_au@1.0.0 | |
| concepts[field].local:field:mathematics-statistics | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:mathematics-statistics | mapping · datahub hku hk | connector:datahub_hku_hk@1.0.0 | |
| concepts[field].local:field:mathematics-statistics | mapping · dayta nwu ac za | connector:dayta_nwu_ac_za@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:ocean-atmospheric | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:psychology-behavioral | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:social-science | mapping · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | |
| concepts[field].local:field:social-science | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:social-science | mapping · datahub hku hk | connector:datahub_hku_hk@1.0.0 | |
| concepts[field].local:field:social-science | mapping · dro deakin edu au | connector:dro_deakin_edu_au@1.0.0 | |
| concepts[field].local:field:social-science | mapping · dayta nwu ac za | connector:dayta_nwu_ac_za@1.0.0 | |
| concepts[field].local:field:social-science | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:social-science | mapping · figshare com | connector:figshare_com@1.0.0 | |
| description | source · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | /metadata/dc/description |
| license | source · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | /metadata/dc/rights |
| publication_date | source · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | |
| title | source · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | /metadata/dc/title |