The data introduces a global public procurement procedures database. Using various web scraping methods, we collected and harmonized public procurement procedures from 42 countries between 2006-2021. The year ranges vary by country depending on data availability from the collected sources. Due to the diversity of data publishing formats in each country, we standardized the published information to fit a common data standard. For each country, key information regarding the main buyers and suppliers, organization’s geolocation information (such as NUTS codes when available), product information (CPV 2008 codes when available), price information (in local currencies and also adjusted based on the purchasing power parity), details of the contracting process (e.g. contract award date or the procedure followed). The database is best described as a contract-level dataset where specific filters are added to reduce the dataset to the successfully awarded contracts if needed. We also add several corruption risk indicators and a composite corruption risk index for each contract which allows for an objective assessment and comparison across time, organizations or countries. The data can be reused to answer various research questions dealing with public procurement structural spending. The availability of organizational identification codes or by matching based on the organization's name allows to connect the data to company registries to study broader topics such as ownership networks.

The database contains data on public procurement. The data is obtained from the portal enarocanje.si. The data is provided by the Official Gazette of the Republic of Slovenia.

The Dataset contains the notices, calls for tenders and tender results in an open format collected by the SCP - Public Contract Service database managed by the General Directorate for regulation and public contracts of the Ministry of Infrastructure and Transport. More information is available on the website www.serviziocontrattipubblici.it which allows contracting authorities to publish notices and tenders for works, services and supplies and other information. Servizio Contratti Pubblici is one of the national databases owned by the Ministry of Infrastructure and Transport listed in Annex B of Legislative Decree no. 97/2016 (art. 9) which modifies the publication obligation set forth in the legislation on transparency Legislative Decree Legislative Decree n.33/2013 (art. 9bis). The data relating to tenders are also available in Open Contracting Data Standard (OCDS) format The data are updated daily.

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:

L. Potin, V. Labatut, R. Figueiredo, C. Largeron & P. H. Morand. FOPPA: A database of French Open Public Procurement Award notices, Technical Report, Avignon Université, 2022. 〈hal-03796734〉

The report also describes the database itself.

Source code: The source code implementing these operations is publicly available as a GitHub repository:

https://github.com/CompNet/FoppaInit/releases/tag/v1.0.1

Cite as: If you use these data or the associated source code, please cite the above report.

2021-beauamp1.1.0.csv Major contributions: - Conversion of textual data from notices published in BOAMP into a tabular format - Categorisation of selection criteria and harmonisation of their weighting - Estimated SIRET of purchasers and licensees - Geolocation of buyers and holders (including abroad) - Importing a lot of information about the companies and buyers mentioned in BOAMP The dataset merges the information contained in the Official Bulletin of Public Procurement Announcements (BOAMP) with data from INSEE's SIRENE database for all public contracts awarded from 2015 to 2023. The data are presented in the form of a table where each row represents a contractual relationship between the buyer and the holder (or announces the failure/decision not to act if applicable), and each column describes a characteristic of the contract, the outcome of the award procedure, the buyer or the holder. In total, more than 350,000 public contracts are described, linking 16,000 buyers and 130,000 holders in a table of 1,162,969 rows and 114 columns. Data format: Files available: global file covering data from January 2015 to December 2023 - beauamp1.1.0.csv: - 20xx_beauamp1.1.0.csv: - definition-des-variables.pdf: nine annual files (contracts awarded from 1 January to 31 December of year 20xx) - structure-des-donnees.png: explanation of variables present in the database a schema summarizing the structure of the dataset a diagram showing the different stages of data compilation - constitution-des-donnees.png: For more details on the origin of the data: Link to Github To use Pickle format (recommended): Dataset on Zenodo Contact: - - https://www.linkedin.com/in/adrien-deschamps-au/ For academic research purpose: For more details on the AI used to estimate SIRETs: Technical report Deschamps, A., & Potin, L. (2024). BeauAMP: processing and consolidation of open data on public procurement in France (2015-2023) [Data set]. Annual file for 2019 Zenodo. https://zenodo.org/records/11001277 Project origin: The project was partly funded by the Agence Nationale de la Recherche: [data paper being peer-reviewed] Detecting Corruption in Public Procurement - Grant ANR-19-CE38-0004 It is part of doctoral work: Caution: The data in the database are only indicative, facilitating the carrying out of evaluation work. At the level of a market, approximations or errors may have appeared in the processing of ads and in the estimation of SIRET. The data cannot have the same value as the notices initially published at BOAMP. Diagram showing the different stages in the formation of the dataset

The Dataset contains the notices, notices and tender results in open format collected by the SCP database - Public Contracts Service managed by the Directorate-General for Regulation and Public Contracts of the Ministry of Infrastructure and Transport. More information is available on the website www.serviziocontrattipubblici.it which allows contracting authorities to publish notices for works, services and supplies and other information. The Public Contracts Service is one of the national databases owned by the Ministry of Infrastructure and Transport listed in Annex B to Legislative Decree No 97/2016 (Article 9) amending the publication obligation laid down in the legislation on transparency Legislative Decree No 33/2013 (Article 9bis). Call data are also available in Open Contracting Data Standard (OCDS) format The data is updated daily.

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:

L. Potin, V. Labatut, R. Figueiredo, C. Largeron & P. H. Morand. FOPPA: A database of French Open Public Procurement Award notices, Technical Report, Avignon Université, 2022. ⟨hal-03796734⟩

The report also describes the database itself.

Source code: The source code implementing these operations is publicly available as a GitHub repository:

https://github.com/CompNet/FoppaInit/releases/tag/v1.0.3

Cite as: If you use these data or the associated source code, please cite the following article :

Potin, L.; Labatut, V.; Morand, P.-H. & Largeron, C. FOPPA: an Open Database of French Public Procurement Award Notices From 2010-2020. Scientific Data 10:303, 2023. DOI: 10.1038/s41597-023-02213-z ⟨hal-04101350⟩

@Article{Potin2023, author = {Potin, Lucas and Labatut, Vincent and Morand, Pierre-Henri and Largeron, Christine}, title = {{FOPPA}: an Open Database of French Public Procurement Award Notices From 2010-2020}, journal = {Scientific Data}, year = {2023}, volume = {10}, pages = {303}, doi = {10.1038/s41597-023-02213-z},}

This database compiles information on contract awards related to IDB financed, sovereign-guaranteed operations in Latin America and the Caribbean. This database spans information since 2010. Data can also be viewed at https://projectprocurement.iadb.org/en/awarded-contracts.

Public contracts sample. Bogotá-Colombia. Incorporates corruption red flags measures.

Comprehensive dataset of 12 Public procurement services in South Korea as of June, 2025. Includes verified contact information (email, phone), geocoded addresses, customer ratings, reviews, business categories, and operational details. Perfect for market research, lead generation, competitive analysis, and business intelligence. Download a complimentary sample to evaluate data quality and completeness.

This database lists the various public contracts (excluding subsequent contracts) that have been awarded by the municipality of Lambersart since 2017. In order to build this database, choices had to be made with regard to the different fields, depending on the data available.

This datavisualisation provides a quantitative infographic of the public contracts (excluding subsequent contracts) awarded by the municipality of Lambersart between 2017 and 2021

This datavisualisation provides an infographic on the evolution of public markets (excluding subsequent markets) in the municipality of Lambersart from 2017 to 2021

This datavisualization offers an annual infographic of public markets during the health crisis. There will be a correlation between increased public procurement and lockdown/de-lockdown phases

Public contracts with the City of Bloomington since 2018.

The 3PFL database links information on patented inventions and scientific publications related to a public procurement contract or a research grant awarded by the U.S. Federal Government to detailed contract-level/grant-level information (e.g., awarding agency, recipient organization, award size).We have combined data from multiple sources, including the United States Patent and Trademark Office bulk database, the Federal Procurement Database System, the Award Submission Portal (ASP), the European Patent Office's PATSTAT database, and the Clarivate Analytics’ Web of Science database.The 3PFL database provides rich and original information that opens the door to novel empirical research in the economics of innovation and science.

Database provides is updated daily list of active contracts/master agreements. Data provides vendor name, vendor location and contact information, purpose of contract, start date, expiration date, authorized users, and purchasing agent's contact information. Public can also access the contract documents, bid abstract/pricing, notice of intent to award, and the terms and conditions that apply.

The 3PFL database links information on patented inventions and scientific publications related to a public procurement contract or a research grant awarded by the U.S. Federal Government to detailed contract-level/grant-level information (e.g., awarding agency, recipient organization, award size). We have combined data from multiple sources, including (but not limited to) the United States Patent and Trademark Office bulk database, the Federal Procurement Database System, the Award Submission Portal (ASP), and the European Patent Office's PATSTAT database. We also provide a link to the scientific publications associated with these patents. The 3PFL database provides rich and original information that opens the door to novel empirical research in the economics of innovation and science.

Iowa Public Employment Relations Board (PERB) electronic research and retrieval database system. This system provides access to full-text documents including: Contracts, Contracts Archive, PERB and Court Decisions, and Neutral Decisions.

Contracts – Contracts published and included in this database are only those forwarded to PERB by the parties. Contracts Archive – Contracts that were forwarded to PERB and have expired, beginning with those that expired in 2008, are included in this database.

PERB and Court Decisions – In this database, the PERB decisions do not include routine or preliminary rulings and orders issued by PERB, but include only substantive final agency decisions and non-final rulings and orders deemed informative. Court decisions are those on judicial review of PERB decisions.

Neutral Decisions – The neutral decisions database includes recent and a number of prior years’ fact-finding and interest arbitration decisions. Additionally, it includes only those grievance arbitration decisions forwarded to PERB for publication by the arbitrator with consent of the parties involved. Click on the Contents tab of the database to view all documents contained in the database.

PERB decisions do not include routine or preliminary rulings and orders issued by PERB, but include only substantive final agency decisions and non-final rulings and orders deemed informative. Court decisions are those on judicial review of PERB decisions.

Since 2017, the Danish Competition and Consumer Authority has collected and processed information on the Danish EU tenders, thereby building up a detailed database. The database is based on the formal procurement documents of public contracting entities, in particular contract notices and contract award notices. The database makes it possible to perform data-driven analyses of the Danish procurement market. Statements made with data from the database are at the user's own risk.

Gender ratio of expert and scholar database for annual procurement evaluation.

Objective: National centralized drug procurement organized by the Chinese government currently represents the largest group purchasing organization worldwide, to establish a reasonable price formation mechanism. This study aimed to evaluate the effects of centralized procurement policy on drug price and price ratio in China.Method: Monthly drug procurement data of public medical institutions were extracted from the national procurement database, including 11 pilot cities and 36 months from January 2018 to December 2020. Centralized procured INNs (International Nonproprietary Names) (n = 25) and their alternative INNs (n = 96) were selected as study samples. Centralized procured INNs were divided into bid-winning and non-winning products according to the bidding results. Drug price, price distribution, and price ratio were measured. Multi-intervention interrupted time series analysis was performed to estimate the policy impacts in two centralized procurement periods.Results: The price of centralized procured INNs showed an immediate drop of 44.57% (β = -0.59, p < 0.001) at the policy implementation, among which bid-winning drugs decreased by 61.71% (β = -0.96, p < 0.001). No significant change in the price level or trends was found for non-winning products and alternative drugs in the first-year procurement period (all p-values > 0.05). During the second-year procurement period, alternative drugs in four therapeutic categories detected significant increases in the price level (all p-values < 0.05). The overall coefficient of variation of price distribution exhibited upward trends after policy implementation. Among the most centralized procured INNs, the price ratio between certificated generics (generics that have passed the consistency evaluation) and original drugs declined significantly after policy intervention (p < 0.05), whereas the price ratio between uncertificated and certificated generics increased significantly (p < 0.05).Conclusion: Chinese government-organized group purchasing resulted in prominent price reduction of bid-winning drugs. The policy observed a short-term “spillover” effect of synergistic price reduction, while the effect wore off after 1-year procurement period. The extremely dispersed price distribution, as well as unreasonable price ratios, requires further effective price regulation means.

The OpenData project by the Italian Ministry of Infrastructure and Transport publishes notices, tenders and tender results of public contracts in the infrastructure and transport sectors through the Public Contracts Service database. The OCDS data publication is available through their API.

The Public Contracts Service database is a key component of the OpenData project, managed by the General Directorate for Regulation and Public Contracts. It serves as a repository for notices, tenders, and results of public contracts in the infrastructure and transport sectors. The service helps meet legal requirements for transparency and information sharing as set out in the Public Contracts Code, Legislative Decree 50/2016. The service covers:

• Publishing notices, announcements, and results of public contracts for construction, services, and supplies (according to articles 29 and 73 of the Public Contracts Code and the Decree from December 2, 2016).
• Releasing biennial procurement plans for goods and services, and triennial plans for public works projects, including their annual updates (as per article 21 of the Public Contracts Code and a decree dated January 16, 2018, no. 14).
• Disclosing the documents mentioned in Article 29, paragraph 1, of the Public Contracts Code.

The Public Contracts Service also publishes data for unrealized works and infrastructure projects.