BERD@NFDI is a Central Resource for Unstructured Data Related to Business, Economics, and similar Social Sciences.

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Your Hub for (Big) Data in Business, Economics, and Related Research.

BERD@NFDI is dedicated to establishing a research data infrastructure transforming the management of Business, Economic, and Related Data. Our mission is to empower researchers of the social sciences with the tools and services needed to harness the full potential of unstructured data, such as images, videos, audio, and text files.

In today’s data-driven world, the ability to effectively manage and analyze diverse data types is crucial. BERD addresses this need by providing a comprehensive suite of services and tools that help you manage your research data efficiently and effectively. From data collection and indexing to processing, analyzing, and preserving, our state-of-the-art services are designed to support you at every step of the entire data lifecycle, simplifying your research activities.

Year Established
Products
Team Size
Clients
Comprehensive Data Management

Manage your research data from collection to preservation.

Educational Opportunities

Access free courses and workshops through the BERD Academy.

Legal Support

Ensure your research meets legal standards and ethical guidelines.

High-Quality Data

Access curated, high-quality big data.

FAIR Principles

Making data findable, accessible, interoperable, and reusable.

Industry – Academia Collaboration

Bridge the gap between organizations
and researchers.

FAIR Principles

Our approach aligns with FAIR (Findable, Accessible, Interoperable, and Reusable) principles, ensuring that your data is not only efficiently managed but also conforms to the highest standard of data integrity and accessibility.

Findable

Find datasets currently scattered around the web or hidden in internal databases all in one place.

Accessible

Access data on the BERD platform or from trusted sources.

Interoperable

We provide data in standardized formats together with exhaustive metadata information and a DOI.

Reusable

Refer to clear terms of use and comprehensive metadata documentation.

 

What is BERD ?

BERD@NFDI is a research data infrastructure dedicated to transforming the way Business, Economic, and Related Data are managed. With a special focus on unstructured data, such as images, videos, audio, and text files, we provide a comprehensive suite of services and tools. These tools facilitate the searching, collecting, indexing, processing, analyzing, and preserving both data and algorithms, simplifying your data management needs throughout the entire research process. Our approach aligns with FAIR (Findable, Accessible, Interoperable, and Reusable) principles, ensuring that your data is not only efficiently managed but also conforms to the highest standard of data integrity and accessibility. In furtherance of our commitment to improving research practices, we are actively working to consolidate our services into a robust, unified platform.

What is NFDI ?

NFDI stands forNationale Forschungsdateninfrastruktur,” translated as “National Research Data Infrastructure” in English. The National Research Data Infrastructure (NFDI) aims to make research and scientific data available, interconnected, and sustainable for long-term use. The NFDI involves institutions from various research fields, collaborating on services, training for researchers, and data management standards.

The non-profit Association, headquartered in Karlsruhe, was established in 2020 to coordinate efforts to create a national research data infrastructure in Germany. This initiative is jointly supported by the Federal Government and all 16 German states, which are also the founding members of the Association.

Currently, the NFDI comprises 27 consortia. These consortia are long-term collaborative groups of data users and providers, including state and state-recognized universities, non-university research institutions, government research facilities, academies, and other publicly funded information infrastructure institutions. They are typically organized by subject area or methodology, with the goal of ensuring access to and sustainable use of relevant research data. To achieve this, they develop cohesive data management strategies. Existing data collections and services are incorporated into the NFDI’s development.

 

More information can be found on the NFDI e.V. website.

 

In the video above, the DFG explains the aims and goals of the NFDI initiative.

 

What is DFG?

The Deutsche Forschungsgemeinschaft (DFG) is Germany’s self-governing organization for science and research. It serves the scientific community by promoting high-quality research across all forms and disciplines at universities and other research institutions.
The DFG funds research projects, creates competitive environments, and oversees the processes for reviewing, evaluating, selecting, and deciding on research proposals. It also helps shape the framework and standards for scientific work. Additionally, the DFG maintains dialogue with society, politics, and industry, facilitating the transfer of knowledge. It advises government and public-interest organizations on scientific and science policy matters.

 

More information can be found on the DFG website.

 

 

FAQ

Get prompt responses from a friendly, professional and knowledgeable support team.

What is NFDI ?

NFDI, short for “Nationale Forschungsdateninfrastruktur” (National Research Data Infrastructure), aims to make research and scientific data accessible, interconnected, and sustainable for long-term use. Established in 2020 and headquartered in Karlsruhe, the non-profit Association coordinates this effort across Germany, supported by the Federal Government and all 16 German states. The NFDI currently includes 27 consortia, which are collaborative groups of data users and providers from various research fields. These consortia work to ensure access to relevant research data by developing unified data management strategies and integrating existing data collections and services.

For more information: NFDI Homepage.

What is BERD ?

BERD@NFDI is a research data infrastructure dedicated to transforming the way Business, Economic, and Related Data are managed.

With a special focus on unstructured data, such as images, videos, audio, and text files, BERD@NFDI provides a comprehensive suite of services and tools. These tools facilitate the searching, collecting, indexing, processing, analyzing, and preserving both data and algorithms, simplifying your data management needs throughout the entire research process.

The approach of the initiative aligns with FAIR (Findable, Accessible, Interoperable, and Reusable) principles, ensuring that your data is not only efficiently managed but also conforms to the highest standard of data integrity and accessibility. 

What is unstructured data ?

Unstructured data refers to information that doesn’t have a predefined format or organized structure, making it difficult to analyze using traditional data processing methods. Unlike structured data, which is neatly organized in databases and spreadsheets, unstructured data includes a wide variety of formats such as text, images, videos, social media posts, emails, and more. This type of data is often vast and complex, falling under the category of “big data.” Due to its diverse and unpredictable nature, specialized tools and techniques, such as machine learning and natural language processing, are required to extract meaningful insights from unstructured data.

When / where / for whom / about what are the training courses offered by the BERD Academy ?

The BERD Academy, integral to the BERD@NFDI Initiative, offers free courses in data science and data management for students and professionals in business, economics, and social sciences. With diverse formats accommodating various levels of experience, the academy focuses on application-oriented training to make data science accessible. Covering big data and machine learning, courses address fast-paced developments. Instructors, experts from global institutions, bring real-world challenges, fostering responsible data use.

Recognizing graduates’ toolkits, the academy provides introductory courses to bridge expertise gaps. Self-paced options, including R and Python courses, enhance accessibility. To sustain interest, courses emphasize practical applications and foster peer exchange. Recommendations include ongoing education, adapting university curricula, and integrating current trends to prepare future data scientists for a modern, data-driven economy.

Check out the course offering.

How can I upload my data ?

  • Access the BERD Data Portal
  • Click on New Upload
  • Login or register on our platform
  • Select Dataset / Funded Research Project Dataset
  • Fill out the required information about your dataset
  • Upload your dataset
  • Provide any additional information about your data
  • Indicate whether the dataset should be publicly accessible or restricted only to you
  • Submit your dataset for review to the BERD admins
  • Wait until the admins have accepted your dataset
  • Click on your dataset to access and manage it
  • After the upload you can manage, edit, or change the visibility settings to your preferences. I will also be able to share the dataset via a link with individuals, or export metadata

How can I stay up-to-date on the work of BERD@NFDI ?

To stay up-to-date on the work of BERD@NFDI, you can subscribe to our newsletter, which provides regular updates and news. Additionally, you can follow us on LinkedIn, Mastodon, or Bluesky for the latest announcements and insights.

Subscribe to stay up-to-date with us

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Get in Touch

Contact us if you have any queries. We will get back to you as soon as possible.

University of Mannheim
Schloss Schneckenhof
68161 Mannheim

+49 621 181-2719

info.berd-nfdi@uni-mannheim.de

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