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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.

The EconData tour has come to a close.
๐Ÿš€ Two inspiring days at Humboldt-Universitรคt zu Berlin showed the power of the "unconference" format.

A heartfelt thank you to:

- Prof. Dr. Sonja Greven, Eliza Mandieva & the IZ D2MCM Team for the perfect hosting.

- Our instructors from Digital Research Academy, Ilona Lipp & Carolina Natel.

- Jan Klostermann (BERD) for his deep expertise in economics.

- All participants for sharing your data challenges and expertise so openly! โœŠ๐Ÿ“ˆ

Panel: โ€ž๐——๐—ถ๐—ฒ ๐—ฅ๐—ผ๐—น๐—น๐—ฒ ๐˜ƒ๐—ผ๐—ป ๐——๐—ฎ๐˜๐—ฒ๐—ป ๐—ถ๐—บ ๐—ญ๐—ฒ๐—ถ๐˜๐—ฎ๐—น๐˜๐—ฒ๐—ฟ ๐˜ƒ๐—ผ๐—ป ๐—ž๐—œโ€œ
with
ร–zlem Doger-Herter (Ask-A-Woman)
Fabian Kienle (Google)
Gรถran Kauermann (LMU/GDSS)
Katharina Schรผller (STAT-UP)
Mod: Larissa Holzki (Handelsblatt)

โœจ๐—™๐˜‚๐—น๐—น ๐——๐—ฎ๐˜† ๐—ผ๐—ณ ๐—ก๐—ฒ๐˜๐˜„๐—ผ๐—ฟ๐—ธ๐—ถ๐—ป๐—ด: This panel is the highlight of a full day for insights into Research Data Management and the latest BERD@NFDI innovations.

โš ๏ธSeparate registrations required!

Full-Day Event (ENG): https://berd-indico.uni-mannheim.de/event/39/

Panel Discussion (GER): https://www.berd-nfdi.de/berd-academy/ai-data-panel-2026/

Last weekโ€™s EconData Workshop at IAB Nuremberg was incredible! ๐Ÿซถ Huge thanks to our instructors Ilona Lipp, Carolina Natel, and Malte Schierholz, and to Georg-Christoph Haas and the IAB for the great collaboration and venue. To our participants: your questions and expertise made the unconference thrive.

๐Ÿš€ Final call for Berlin! Join our last workshop in the series:
๐Ÿ—“๏ธ March 9โ€“10, 2026
๐Ÿ“Œ HU Berlin
๐Ÿ”Ž https://izd2m.hu-berlin.de/events/2026-03-09_EconData-Workshop.html

Same high energy, same participant-driven agenda. See you there!

โณOur EconData Workshop is happening very soon, and we still have seats left๐Ÿƒ

If you have been stuck on a data puzzle or are not sure which algorithm to pick, this is your sign to join us. ๐—ข๐—ฟ ๐—บ๐—ฎ๐˜†๐—ฏ๐—ฒ ๐˜†๐—ผ๐˜‚ ๐—ท๐˜‚๐˜€๐˜ ๐—ต๐—ฎ๐˜ƒ๐—ฒ ๐—ฎ ๐—ฑ๐—ฎ๐˜๐—ฎ-๐—ฟ๐—ฒ๐—น๐—ฎ๐˜๐—ฒ๐—ฑ ๐—พ๐˜‚๐—ฒ๐˜€๐˜๐—ถ๐—ผ๐—ป ๐˜๐—ต๐—ฎ๐˜ ๐—ต๐—ฎ๐˜€ ๐—ฏ๐—ฒ๐—ฒ๐—ป ๐—ผ๐—ป ๐˜†๐—ผ๐˜‚๐—ฟ ๐—บ๐—ถ๐—ป๐—ฑ ๐—ณ๐—ผ๐—ฟ ๐—ฎ ๐˜„๐—ต๐—ถ๐—น๐—ฒ, ๐—ฏ๐˜‚๐˜ ๐˜†๐—ผ๐˜‚ ๐—ต๐—ฎ๐˜ƒ๐—ฒ ๐—ป๐—ผ๐˜ ๐—ต๐—ฎ๐—ฑ ๐˜๐—ต๐—ฒ ๐—ฟ๐—ถ๐—ด๐—ต๐˜ ๐˜€๐—ฝ๐—ฎ๐—ฐ๐—ฒ ๐˜๐—ผ ๐—ฎ๐˜€๐—ธ ๐—ถ๐˜?

๐Ÿ“…๐— ๐—ฎ๐—ฟ๐—ฐ๐—ต ๐Ÿต-๐Ÿญ๐Ÿฌ, ๐Ÿฎ๐Ÿฌ๐Ÿฎ๐Ÿฒ
๐Ÿ“๐—›๐—จ ๐—•๐—ฒ๐—ฟ๐—น๐—ถ๐—ป

๐Ÿ’ป Bring your laptop & ideas
Cost: ๐—™๐—ฟ๐—ฒ๐—ฒ

Grab your spot here: https://izd2m.hu-berlin.de/events/2026-03-09_EconData-Workshop.html

Organized by @HumboldtUni, BERD@NFDI, and @digiresacademy

๐—•๐—น๐—ผ๐—ด ๐—ฃ๐—ผ๐˜€๐˜ ๐—ผ๐—ป ๐˜ฟ๐™–๐™ฉ๐™– ๐™Œ๐™ช๐™–๐™ก๐™ž๐™ฉ๐™ฎ ๐™’๐™ค๐™ง๐™ ๐™จ๐™๐™ค๐™ฅ: ๐™๐™ฃ๐™จ๐™ฉ๐™ง๐™ช๐™˜๐™ฉ๐™ช๐™ง๐™š๐™™ ๐˜ฟ๐™–๐™ฉ๐™– ๐™–๐™ฃ๐™™ ๐™ฉ๐™๐™š ๐™‰๐™š๐™š๐™™ ๐™›๐™ค๐™ง ๐™Œ๐™ช๐™–๐™ก๐™ž๐™ฉ๐™ฎ ๐™ˆ๐™š๐™ฉ๐™ง๐™ž๐™˜๐™จ

On January 22nd, 2026, KODAQS, AI-HUB@LMU, and BERD@NFDI hosted a one-day workshop at LMU Munich on unstructured data and the need for quality metrics.

Laura Young, Research Associate at KODAQS, captured the highlights in a blog post - read her take here: https://www.berd-nfdi.de/data-quality-workshop-unstructured-data-and-the-need-for-quality-metrics/

๐—ง๐˜‚๐—ฟ๐—ป๐—ถ๐—ป๐—ด ๐—ฃ๐——๐—™๐˜€ ๐—ถ๐—ป๐˜๐—ผ ๐—ฅ๐—ฒ๐˜€๐—ฒ๐—ฎ๐—ฟ๐—ฐ๐—ต ๐——๐—ฎ๐˜๐—ฎ, led by Jack Collins
Online course starting April 14, 2026

Learn how to extract data from documents using ๐˜„๐—ฒ๐—ฏ ๐˜€๐—ฐ๐—ฟ๐—ฎ๐—ฝ๐—ถ๐—ป๐—ด, ๐—ข๐—–๐—ฅ & ๐—ก๐—Ÿ๐—ฃ (incl. Selenium, RAG, data quality).

๐—”๐—ฝ๐—ฝ๐—น๐˜† ๐—ฏ๐˜† ๐—™๐—ฒ๐—ฏ ๐Ÿฎ๐Ÿณ: https://www.berd-nfdi.de/berd-academy/pdfs-2026/

๐Ÿค– ๐——๐—ผ ๐˜†๐—ผ๐˜‚ ๐—ฒ๐˜ƒ๐—ฒ๐—ฟ ๐—ณ๐—ฒ๐—ฒ๐—น ๐—ผ๐˜ƒ๐—ฒ๐—ฟ๐˜„๐—ต๐—ฒ๐—น๐—บ๐—ฒ๐—ฑ ๐—ถ๐—ป ๐˜€๐—ฒ๐—น๐—ฒ๐—ฐ๐˜๐—ถ๐—ป๐—ด ๐˜„๐—ต๐—ถ๐—ฐ๐—ต ๐—”๐—œ ๐˜๐—ผ๐—ผ๐—น๐˜€ ๐—ฐ๐—ผ๐˜‚๐—น๐—ฑ ๐—ฏ๐—ฒ ๐˜‚๐˜€๐—ฒ๐—ณ๐˜‚๐—น ๐˜๐—ผ ๐˜€๐˜‚๐—ฝ๐—ฝ๐—ผ๐—ฟ๐˜ ๐˜†๐—ผ๐˜‚ ๐—ถ๐—ป ๐˜†๐—ผ๐˜‚๐—ฟ ๐—ฑ๐—ฎ๐—ถ๐—น๐˜† ๐˜„๐—ผ๐—ฟ๐—ธ?

Join โ€œHow to Get the Best of AI Tools in Researchโ€

๐Ÿ“… March 3 & 10, 2026
๐Ÿ’ป Online

Learn how to use AI (LLMs & more) for planning, literature reviews, analysis, and communication. Includes hands-on practice.

- Free of charge (evaluation required)
- Open to all researchers (priority: business & economics)
- Apply by ๐—๐—ฎ๐—ป ๐Ÿฏ๐Ÿญ, ๐Ÿฎ๐Ÿฌ๐Ÿฎ๐Ÿฒ

๐Ÿ”— ๐—ฅ๐—ฒ๐—ด๐—ถ๐˜€๐˜๐—ฒ๐—ฟ ๐—ต๐—ฒ๐—ฟ๐—ฒ: https://www.berd-nfdi.de/berd-academy/ai-tools-research-2026/

๐ŸŒŸโ„๏ธ"Hark how the bells, sweet silver bells, na na na naaaaโ€ฆโ€ฆ๐Ÿ””, Run, run, Rudolph.... ๐ŸŽธ๐ŸซŽ, laaaast Christmas, hmhmhmhmhmmโ€ฆ ๐ŸŽถ"

It is not even Christmas yet, all cookies are already gone, and your brain is still looping the same old carols on repeat?

The ๐—ฃ๐˜‚๐—ฏ๐—น๐—ถ๐—ฐ ๐——๐—ผ๐—บ๐—ฎ๐—ถ๐—ป ๐— ๐˜‚๐˜€๐—ถ๐—ฐ ๐——๐—ฎ๐˜๐—ฎ๐˜€๐—ฒ๐˜ (๐—ฃ๐——๐— ๐—ซ) to the rescue: 250,000+ copyright-free MusicXML scores - perfect for remixing the classics, composing new carols, or training AI to finally write a last-minute original Christmas tune.

๐ŸŽhttps://openbigdata.org/resource/public-domain-music-dataset/

โœจ๐Ÿ“ฑ๐——๐—ผ๐—ผ๐—ฟ ๐Ÿฎ๐Ÿฏ: Curious about how festive cheer turns into measurable influence?

This ๐—œ๐—ป๐˜€๐˜๐—ฎ๐—ด๐—ฟ๐—ฎ๐—บ ๐—œ๐—ป๐—ณ๐—น๐˜‚๐—ฒ๐—ป๐—ฐ๐—ฒ๐—ฟ ๐— ๐—ฎ๐—ฟ๐—ธ๐—ฒ๐˜๐—ถ๐—ป๐—ด ๐——๐—ฎ๐˜๐—ฎ๐˜€๐—ฒ๐˜ unwraps 33,935 influencers and 10+ million posts across beauty, food, travel, pets & more - captions, hashtags, likes, comments, and millions of images included. A dataset for analyzing how influence works at scale.

๐ŸŽhttps://openbigdata.org/resource/instagram-influencer-marketing-dataset/

๐Ÿ›ท๐Ÿ—ฃ๏ธ ๐——๐—ผ๐—ผ๐—ฟ ๐Ÿฎ๐Ÿฎ: Looking forward to long Christmas debates at the dinner table?

Then try SpeakGer - 74 years of German parliamentary speeches, broken down into individual speeches and rich metadata. All the festive monologues, interruptions, and party lines you could wish for - fully transcribed, structured, and ready for analysis.

๐ŸŽ https://berd-platform.de/records/g3225-rba63