Find research datasets worth reusing
Search datasets from major research repositories and use ShareScore to quickly assess how well each record supports discovery, access, and reuse.
16
datasets available to search
ShareScore release 0.9.0
Dataset results
16 results for “Public Procurement”
Public procurement companies, UTES, and UTEs - Candidate companies tables
<p>This dataset presents structured data extracted from the Spanish Procurement metadata dataset obtained through crawling the Spanish government’s <a href="https://contrataciondelestado.es/wps/portal/plataforma">“Plataforma de contratación del sector público”.</a> The dataset includes two main Parquet tables generated using scripts sourced from the GitHub repository <a href="https://github.com/nextprocurement/NP-Company-Process">NP-Company-Process</a>:</p> <ol> <li> <p><strong>Company Information Table (<code>company_info.parquet</code>):</strong> This table contains detailed records for each company identified in the Spanish Procurement metadata. The available metadata includes fields such as the Tax Identification Number (NIF), Full Name, Name, Province, NIF type, Company Type, Company Description, a list of associated Tender IDs, and an indicator for whether the company is classified as a PYME (small and medium-sized enterprise).</p> </li> <li> <p><strong>Unión Temporal de Empresas (UTEs) Table (<code>utes.parquet</code>):</strong> Similar to the company information table, this table specifically focuses on UTEs. It provides information about the companies involved in each UTE along with their respective details.</p> </li> </ol> <p>Additionally, the dataset includes two derived tables:</p> <ul> <li> <p><strong>UTEs Description Table (<code>utes_des.parquet</code>):</strong> This table details the composition of each UTE by listing the companies that form it. However, note that due to potential false positives and missing data, some inaccuracies may exist, especially when dealing with generic company names.</p> </li> <li> <p><strong>Companies Description Table (<code>companies_des.parquet</code>):</strong> This table outlines the UTEs in which each company is suggested to have participated, as determined by the algorithm. Similar to the UTEs table, it's important to consider potential inaccuracies stemming from false positives and missing data.</p> </li> </ul> <p>These tables collectively offer a comprehensive view of company and UTE data sourced from Spanish public procurement records. Users should exercise caution and be aware of potential inaccuracies, particularly related to false positives and missing data in certain cases.</p>
FOPPA: A database of French Open Public Procurement Award notices
<p>The FOPPA database (French Open Public Procurement Award notices) is a database constituted in the framework of the ANR DeCoMaP project (ANR-19-CE38-0004). It contains public procurement notices published in France from 2010 to 2020. It relies on a subset of the TED database. These data have a number of issues, the most serious being that the unique ID of most involved agents are missing. We performed a number of operations to solve these issues and obtain a usable database. These operations and their outcomes are described in detail in the following technical report:</p> <p>L. Potin, V. Labatut, R. Figueiredo, C. Largeron & P. H. Morand. <em>FOPPA: A database of French Open Public Procurement Award notices</em>, Technical Report, Avignon Université, 2022. ⟨<a href="https://hal.archives-ouvertes.fr/hal-03796734">hal-03796734</a>⟩</p> <p>The report also describes the database itself. </p> <p> </p> <p><strong>Source code: </strong>The source code implementing these operations is publicly available as a GitHub repository:</p> <p><a href="https://github.com/CompNet/FoppaInit/releases/tag/v1.0.3">https://github.com/CompNet/FoppaInit/releases/tag/v1.0.3</a></p> <p> </p> <p><strong>Cite as: </strong>If you use these data or the associated source code, please cite the following article :</p> <p>Potin, L.; Labatut, V.; Morand, P.-H. & Largeron, C. <em>FOPPA: an Open Database of French Public Procurement Award Notices From 2010-2020</em>. Scientific Data 10:303<em>, </em>2023<em>. </em>DOI: <a href="http://doi.org/10.1038/s41597-023-02213-z">10.1038/s41597-023-02213-z</a> <em> </em>⟨<a href="https://hal.archives-ouvertes.fr/hal-04101350">hal-04101350</a>⟩</p> <p><br><code>@Article{Potin2023,</code><br><code> author = {Potin, Lucas and Labatut, Vincent and Morand, Pierre-Henri and Largeron, Christine},</code><br><code> title = {{FOPPA}: an Open Database of French Public Procurement Award Notices From 2010-2020},</code><br><code> journal = {Scientific Data},</code><br><code> year = {2023},</code><br><code> volume = {10},</code><br><code> pages = {303},</code><br><code> doi = {10.1038/s41597-023-02213-z},</code><br><code>}</code></p>
BeauAMP : processing and consolidation of open data on public procurement in France (2015-2023)
<p>This accurate and comprehensive dataset encapsulates the main information published on the BOAMP website (the official journal for public procurement notices in France) from 2015 to 2023, enriched with the individual characteristics of contracting authorities and holders of public contracts. After converting the notices into a processed table, we use a machine learning algorithm to estimate the SIRETs (i.e. national identifiers) of the contracting parties, so that we can merge the open data on public procurement with individual information on public and private agents (size, legal status, main activity, geolocation...). Finally, we estimate the geolocation of foreign firms. The dataset contains about 300,000 public contracts and describes more than 1,000,000 interactions between approximately 16,000 public entities and 130,000 companies. It covers over 100 variables on the contract features, the outcome of the award procedure, the characteristics of contracting authorities and the characteristics of awarded firms.</p> <p> </p> <p>See similar data from 2024 : https://zenodo.org/records/17187786</p>
Public Procurement of Innovation stakeholders map
<p>This interactive map contains a database of Public Procurement of Innovation (POI) stakeholders, including public buyers, procures, SMEs, start-ups, spin-offs, universities, incubators, technology centres, projects & other relevant actors.</p> <p>Go through the<a href="https://procedin.eu/stakeholder-map/"><strong> interactive stakeholders map</strong></a>, find the best contact and set up a call to enhance your businesses together.</p> <p><br>You can also explore F6S Platform or Tenderio, your place for match making.</p> <p> </p> <p>Additionally, you can find valuable information at: <br>– <a href="https://procurement-forum.eu/">Procurement Forum</a><br>– <a href="https://eafip.eu/">European Assistance for Innovation Procurement (EAFIP)</a> <br>– <a href="https://sustainable-procurement.org/sustainable-public-procurement/">Sustainable Procurement Platform</a></p>
Public Procurement: a systemic approach to sustainability and technology – SAPIENS Network Webinar Series
<p>On the 5th of June 2024, the SAPIENS Network Early Stage Researchers <a href="https://sapiensnetwork.eu/research/early-stage-researcher-projects/sap-in-construction/">Alexandru Buftic</a> (Babeș-Bolyai University), <a href="https://sapiensnetwork.eu/research/early-stage-researcher-projects/delivering-sap-through-collaboration/">Felippe Vilaça</a> (University of Gävle), <a href="https://sapiensnetwork.eu/research/early-stage-researcher-projects/measuring-lcc/">Haitham Ghaida</a> (Hasselt University) and <a href="https://sapiensnetwork.eu/research/early-stage-researcher-projects/industry-4-for-sp/">Nadia Sava</a> (Babeș-Bolyai University) delivered a scientific webinar on the topic of <em>Public Procurement: a systemic approach to sustainability and technology</em>.</p> <p>The webinar was moderated by <a href="https://sapiensnetwork.eu/dacian-dragos/">Dacian C. Dragoș</a>, Professor of Administrative and European Law with the Public Administration and Management Department at Babes-Bolyai University, <a href="https://sapiensnetwork.eu/sebastien-lizin/">Sebastien Lizin</a>, Assistant Professor at the Faculty of Business Economics and vice-chair of the Department of Economics at Hasselt University and <a href="https://www.linkedin.com/in/roxana-vornicu-phd-49470347/">Roxana Vornicu</a>, PhD, Senior Lecturer at King´s College London, Centre of Construction Law, and Managing Partner of Sirbu & Vornicu Law.</p> <p>The webinar tackled various current challenges related to sustainability in public procurement. The presentations covered different topics, united by the concepts of sustainability and digitalisation in public procurement. The speakers highlighed the value of taking a systemic approach to sustainability in public procurement, the role of monitoring green and sustainable considerations in the process, the importance of EU legislation in the uptake of sustainability as well as effect of life cycle assessment reserch for sustainable building design. </p>
Data Set of Public Procurement in México (2013-2020)
<p>This repository contains all data sets, manuals, and codes to reproduce the main results shown in the paper "A machine learning model to identify corruption in México's public procurement contracts (on revision in the <em>Journal of Quantitative Criminology</em> - Springer.) (arxive:)</p>
Data Set of Public Procurement in México (2013-2020)
<p>This repository contains all data sets, manuals, and codes to reproduce the main results shown in the paper "Practices of public procurement and the risk of corrupt behavior before and after the government transition in México" (on revision in EPJ Data Science - Springer.) (arxive: <a href="https://arxiv.org/abs/2108.02653">arXiv:2108.02653</a>)</p>
Scientific Webinar on Sustainable Public Food Procurement (SPFP) in the European Union
<p>On 23 April 2024, <a href="https://sapiensnetwork.eu/">SAPIENS Network</a> <a href="https://sapiensnetwork.eu/research/early-stage-researcher-projects/sustainability-to-collective-table/">Early Stage Researcher Chiara Falvo</a> held a scientific webinar focusing on Sustainable Public Food Procurement (SPFP) in the European Union. The event took place in hybrid form and was hosted within the Master’s Course in Food Systems Law at the Department of Law of the University of Turin, also in collaboration with the Department of Agricultural, Forestry and Food Sciences (DISAFA). After a brief introduction on public procurement law and practice, Chiara delved into the legal strategies and mechanisms for integrating social and environmental considerations into the procurement of food and catering services. She also highlighted some national and local experiences that are leading the way in the field. During the event, <a href="https://www.giurisprudenza.unito.it/do/docenti.pl/Alias?silvia.mirate#tab-profilo">Professor Silvia Mirate</a>, who also acted as a discussant, provided an overview on the new EU Deforestation Regulation (EUDR), followed by Chiara's exploration of its relevance for public procurement. Contributing to bridging the gap between the scientific domains of law and agricultural and forestry sciences, this webinar may be relevant for students and newcomers to public procurement, especially in the food sector, as well as for anyone interested in understanding deforestation issues and the latest legal mechanisms to combat them. </p>
Promoting responsible business conduct due diligence in public procurement: Cutting edge insights from academics, practitioners and policy makers
<p>On the 30<sup> </sup>May 2024 Sapiens Network, through our Early Stage Researcher Laura Treviño-Lozano and the OECD Centre for Responsible Business Conduct hosted an online about the link between responsible business conduct (RBC) due diligence and public procurement. The aim was to encourage debate about the ways in which RBC due diligence can be operationalised to prevent and address various adverse impacts that derive from public procurement. A topic that has been little explored so far and already a reality established in the adopted EU Corporate Sustainability Due Diligence Directive.</p> <p>Moderated by Lena Diesing (OECD), Sarah Reso (OECD) started the discussion with a presentation on the OECD’s research on the implications of RBC due diligence regulation on public procurement. Next, Laura Treviño-Lozano (Sapiens network) presented an open access <a title="https://url.uk.m.mimecastprotect.com/s/BOsTCGvj1hZPJAzukUTp5?domain=journals.sagepub.com" href="https://url.uk.m.mimecastprotect.com/s/BOsTCGvj1hZPJAzukUTp5?domain=journals.sagepub.com" target="_blank" rel="noopener">research paper</a>, co-authored with Ezgi Uysal (Sapiens Network), on establishing RBC due diligence as a contract performance condition under the EU Procurement Directive. Their presentations followed a roundtable discussion by experts and practitioners Zsofia Kerecsen (European Commission), Roberto Caranta (Sapiens Network), Carla Canal (Barcelona City Council) and Sophie Derksen (International Responsible Business Conduct Unit at the Ministry of Foreign Affairs in the Netherlands) on the importance, challenges and opportunities to integrate RBC due diligence in public procurement.</p> <p>This webinar is ideal for students, policymakers, and procurement practitioners aiming to learn from research and practice insights on responsible business conduct due diligence and public procurement.</p>
Replication files for 'Are social and environmental clauses a tool for favoritism? Analysis of French public procurement contracts'
<p>This zip file contains the replication files for the manuscript 'Are social and environmental clauses a tool for favoritism? Analysis of French public procurement contracts'.</p> <p>It includes :</p> <ol> <li>one Rmd file providing an exhaustive R Code replicating the empirical results</li> <li>one md file providing Pyhton Code for the simulation</li> <li>two csv files containing all the data used in the paper</li> </ol>
Public Procurement Dominican Republic 2018-2023
<p>informaiton about providers, processess and contracts of public procurement in the dominican republic 2018-2023</p>
Data and Code for Indirect Savings from Public Procurement Centralization
<p>The data and code in this repository reproduce tables and figures for Indirect Savings from Public Procurement Centralization by Clarissa Lotti, Arieda Muço, Giancarlo Spagnolo, and Tommaso Valletti.</p><p> </p>
Characterizing Quality Concerns of Public Procurement Data
Open the record for dataset details and reuse information.
ChatGPT to Support to Public Procurement Data Quality Evaluation from the Supplier Perspective
Open the record for dataset details and reuse information.
Data covering European public procurement in Spain (2018)
<p>This dataframe provides a subset of Tenders Electronic Daily (TED) data covering European public procurement in Spain in 2018, in comma separated value format. This data includes the most important fields, as the contract notice and the contract award. Additionally, the NUTS3 code has been updated, as it was missing in the original dataset, providing geo-localitzation information. </p>
The Economic Impact of Clinical Pharmacist Involvement in the Public Procurement for Medicines and in the Drug and Therapeutics Committee
ClinicalTrials.gov study NCT04314336. IPD Sharing: NO. Countries: 1. Publications: 0.
ScienceDex guides
Understand access before you commit
These curated guides explain access requirements, typical timelines, costs, and reuse considerations for widely used research datasets.
Allen Brain Atlas
Allen Brain Atlas is an Allen Institute collection of brain map atlases, datasets, APIs, and analysis tools covering mouse, human, and non-human primate brain resources.
Annotated Behaviour and Observability Dataset (ABODe)
ABODe is a University of Edinburgh DataShare dataset for behavior classification in group-housed mice using home-cage video, identities, bounding boxes, ground-plate positions, and annotator labels.
DANDI Archive for NWB datasets
DANDI is a BRAIN Initiative archive for publishing and sharing neurophysiology data, including electrophysiology, optophysiology, and behavioral data packaged as NWB and related standards.
International Brain Laboratory public data
The International Brain Laboratory public data releases expose standardized mouse decision-making experiments, including Neuropixels recordings, widefield calcium imaging, behavior, and session metadata accessed through the ONE API.
OpenNeuro
OpenNeuro is a free, open platform for sharing neuroimaging datasets, with public search, dataset pages, and download paths for web, S3, DataLad, and the OpenNeuro CLI.