datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
cwicr-construction-rates
CWICR — Construction Works, Items, Costs & Resources
A multilingual, machine-readable database of national construction rate books for 30 countries / language locales. Each rate is fully decomposed into its work composition and resource breakdown (labour, machinery, materials), with unit prices, hierarchical classification, and physical parameters preserved in the source language.
This dataset is the tabular source-of-truth behind the cwicr-vector-db-bgem3-v3 Qdrant snapshots. Use… See the full description on the dataset page: https://huggingface.co/datasets/DataDrivenConstruction/cwicr-construction-rates.bdnb_2023-11.a_batiment_construction_FFO_METROPOLE_4326construction-site-robot-navigation-vla-training-next-pack-221fb1bd-ce8fc779
Aerial Outdoor Scenes for Drone Ice-on-Power-Line Detection (YOLO)
Training dataset for a drone-mounted YOLO model that detects ice accretion on power lines during aerial inspection. Renders are staged in outdoor open-air scenes at 1280x1280 with RGB, albedo and world-space normal (OpenGL, linear) passes, per-frame annotations (bounding boxes, camera pose, labels), and authored daylight. Note: the available environments do not frame actual power lines, so the set stands in for… See the full description on the dataset page: https://huggingface.co/datasets/physicl-community/construction-site-robot-navigation-vla-training-next-pack-221fb1bd-ce8fc779.OSHA_Construction_Enforcement_by_EmployerThis is a mirror. Canonical home: https://www.fastdol.com/datasets/osha-construction-enforcement-by-employer
Version DOI: 10.5281/zenodo.20187885
Concept DOI: 10.5281/zenodo.20187884
Download CSV: https://www.fastdol.com/datasets/osha-construction-enforcement-by-employer/data.csv
Visit the canonical page for the full schema, methodology, BibTeX citation, and most recent version.
Employer-level OSHA enforcement records for the U.S. construction industry (NAICS 23), covering all citations on… See the full description on the dataset page: https://huggingface.co/datasets/FastDOLz/OSHA_Construction_Enforcement_by_Employer.vn-provinces-investment-construction-master
Vietnam investment and construction master panel by locality
Wide geo×year master joining NSO Đầu tư và Xây dựng locality packs: FDI licensed stock as of end-2024, FDI licensed flow in 2024, completed housing floor area, and self-built housing floor area. Outer join on geo_code×year (2010-2024). FDI columns are populated for 2024 only. Society-wide investment by ownership/sector, outbound FDI, and 2019 social-housing-by-region tables are out of scope. Province names follow… See the full description on the dataset page: https://huggingface.co/datasets/letrinhan/vn-provinces-investment-construction-master.cwicr-construction-rates
CWICR — Construction Works, Items, Costs & Resources
A multilingual, machine-readable database of national construction rate books for 30 countries / language locales. Each rate is fully decomposed into its work composition and resource breakdown (labour, machinery, materials), with unit prices, hierarchical classification, and physical parameters preserved in the source language.
This dataset is the tabular source-of-truth behind the cwicr-vector-db-bgem3-v3 Qdrant snapshots.… See the full description on the dataset page: https://huggingface.co/datasets/srii2829/cwicr-construction-rates.douvras-evolution-lab-constructions
Douvras Evolution Lab Constructions v0.1
Small, synthetic benchmark for the loop candidate → verifier → score.
Each problem is an eight-node cycle independent-set toy problem. The verifier
checks node range, uniqueness and absence of selected edges. The published
best_known_score is 3; a valid score of 4 is marked IMPROVED for this toy
family.
The dataset contains 54 records (36 train, 9 validation, 9 frozen test) across
six relabeled problem instances. Splitting is by… See the full description on the dataset page: https://huggingface.co/datasets/dougdotcon/douvras-evolution-lab-constructions.africa-egypt-capmas-average-retail-prices-for-key-construction-materials-aa8573d4
Average Retail Prices for Key Construction Materials | Africa (CAPMAS Egypt Open Data)
17,175 rows - 1 Africa country/area - 2010-2026 - 39 indicators - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 17,175 rows from CAPMAS Egypt Open Data, covering Average Retail Prices for Key Construction Materials. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-egypt-capmas-average-retail-prices-for-key-construction-materials-aa8573d4.construction_pointsautonomous-driving-ethical-cost-field-construction-v0.1
What this dataset tests
Whether an intelligence system can constructan ethical cost field for a driving scene.
The task is not to choose an action.The task is to model how harm distributes across agents.
Required outputs
ethical cost field
agent harm vectors
aggregate deformation score
rights infringement index
uncertainty band
Use case
Foundation layer for ethical navigation systems.Trains models to map harm before selecting actions.… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/autonomous-driving-ethical-cost-field-construction-v0.1.bdnb_2023-11.a_batiment_construction_FFO_MET_4326_outer_join_h3code-construction-habitation
Code de la construction et de l'habitation, non-instruct (2025-09-20)
The objective of this project is to provide researchers, professionals and law students with simplified, up-to-date access to all French legal texts, enriched with a wealth of data to facilitate their integration into Community and European projects.
Normally, the data is refreshed daily on all legal codes, and aims to simplify the production of training sets and labeling pipelines for the development of free… See the full description on the dataset page: https://huggingface.co/datasets/louisbrulenaudet/code-construction-habitation.special-construction-82ed5c
special-construction-82ed5c
Synthetic products test data: 40 rows in data.csv.
All values are randomly generated fictional examples, not real observations, products, or user activity. Intended only for CSV loading and pipeline tests; not suitable for scientific or business conclusions. Columns are sampled independently and do not model real-world correlations.
Fields
sample_id: random identifier for this generated sample.
row_id: sequential row number starting at… See the full description on the dataset page: https://huggingface.co/datasets/barbaraClark/special-construction-82ed5c.africa-egypt-capmas-construction-for-public-and-public-business-companies-5cee4675
Construction for Public and Public Business Companies | Africa (CAPMAS Egypt Open Data)
6,890 rows - 1 Africa country/area - 2010-2022 - 52 indicators - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 6,890 rows from CAPMAS Egypt Open Data, covering Construction for Public and Public Business Companies. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-egypt-capmas-construction-for-public-and-public-business-companies-5cee4675.construction-incidentsafrica-industry-including-construction-value-added-percentage-of-gdp
Africa Industry Including Construction Value Added Percentage of Gdp | Africa (World Bank)
Size category: n<1K - Formats: csv - Sector: economics_finance - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.
What This Dataset Covers
Public datasets… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-industry-including-construction-value-added-percentage-of-gdp.africa-egypt-capmas-construction-for-private-sector-companies-f77b89b4
Construction for Private Sector Companies | Africa (CAPMAS Egypt Open Data)
5,664 rows - 1 Africa country/area - 2010-2021 - 47 indicators - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 5,664 rows from CAPMAS Egypt Open Data, covering Construction for Private Sector Companies. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.
What This Dataset… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-egypt-capmas-construction-for-private-sector-companies-f77b89b4.us-construction-weather-delay-days
US Construction Weather Delay Days by Metro (2016–2025)
How many workdays construction sites actually lose to weather, month by month,
for 45 US metropolitan areas — derived from ten years of NOAA daily station
observations run through a soil-specific drying model.
This is not a rainfall dataset. Rainfall is the input; the output is unworkable
workdays, which is the unit construction schedules and contracts are actually
written in. The distinction matters more than it sounds: in… See the full description on the dataset page: https://huggingface.co/datasets/Ilystics/us-construction-weather-delay-days.africa-synth-construction-quality-control-all
Africa Synth Construction Quality Control All | Africa (Electric Sheep Africa metadata inventory)
Size category: 10K<n<100K - Formats: csv - Sector: infrastructure_transport - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.
What This Dataset Covers… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-synth-construction-quality-control-all.bdnb_2023-11.a_batiment_construction_METROPOLEbdnb_2023-11.a_batiment_construction_19construction-accident-cases-weather
건설현장 사고사례 + 날씨 데이터셋 / Construction Accident Cases with Weather
과거 건설현장 사고사례(현장·공종·작업·피해·사고유형 등) 레코드에
발생 시점의 기상 정보(기온·체감온도·풍속·습도) 를 결합한 한국어 데이터셋입니다.
사고-기상 상관관계 분석, 위험요인 모델링, 건설안전 분석용 LLM/ML 학습의 원천 데이터로 활용할 수 있습니다.
A Korean dataset that joins construction-site accident cases (site, work type, task, damage,
accident type, etc.) with the weather conditions at the time of the accident (temperature,
apparent temperature, wind speed, humidity). Useful for accident–weather correlation… See the full description on the dataset page: https://huggingface.co/datasets/swordKoala/construction-accident-cases-weather.africa-uganda-construction-sector-indices-december-2021-excel-tables-3a7d6b62
Construction Sector Indices December 2021 Excel Tables | Africa (Uganda Bureau of Statistics)
1,239 rows - 1 Africa country/area - 2021-2022 - source table - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 1,239 rows from Uganda Bureau of Statistics, covering Construction Sector Indices December 2021 Excel Tables. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-uganda-construction-sector-indices-december-2021-excel-tables-3a7d6b62.bdnb_2023-11.a_rel_batiment_construction_adresse_METROPOLEafrica-morocco-prix-et-indices-des-materiaux-de-construction-region-fes-m-1de1dc20
Prix Et Indices Des Materiaux De Construction Region Fes M | Africa (Morocco Open Data)
2,570 rows - 1 Africa country/area - time not specified - source table - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 2,570 rows from Morocco Open Data, covering Prix Et Indices Des Materiaux De Construction Region Fes M. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-morocco-prix-et-indices-des-materiaux-de-construction-region-fes-m-1de1dc20.bdnb_2023-11.a_batiment_construction_01africa-uganda-construction-sector-indices-excel-tables-march-2022-12aed319
Construction Sector Indices Excel Tables March 2022 | Africa (Uganda Bureau of Statistics)
58 rows - 1 Africa country/area - 2022 - source table - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 58 rows from Uganda Bureau of Statistics, covering Construction Sector Indices Excel Tables March 2022. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-uganda-construction-sector-indices-excel-tables-march-2022-12aed319.bdnb_2023-11.a_batiment_construction_09MULTI_VALUE_cola_correlative_constructions
Dataset Card for "MULTI_VALUE_cola_correlative_constructions"
More Information needed
bdnb_2023-11.a_batiment_construction_FFO_MET_4326_outer_join