BERD@NFDI

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.

2026-02-04

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: berd-nfdi.de/data-quality-work

2026-02-02

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: berd-nfdi.de/berd-academy/pdfs

BERD@NFDI boosted:
2026-01-21

We invite you to the new webinar series of our #NFDI section #ELSA. From exploring โ€œWhat is (research) ethics?โ€ to โ€œShould we care about the CARE principles?โ€, the series addresses researchers, research data professionals, ethics committee members and everyone with an interest in ethics.

โžก๏ธ More information and dates: nfdi.de/section-elsa/webinar-s

๐Ÿ—“๏ธ The first talk will be an "Introduction to Research Ethics" on 5 February at 4 p.m..

#rdm #fdm #researchdata #researchethics

2026-01-08

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: berd-nfdi.de/berd-academy/ai-t

2026-01-07

More participants โ†’ richer discussions - registration is still open๐Ÿ‘ฅ๐Ÿš€

eveeno.com/econ-data-workshop

BERD@NFDI boosted:
2026-01-07

Do you have data that sometimes drives you crazy - or a question you have never had the right space to ask?

Join the EconData Workshop @ IAB Nรผrnberg - a hands-on, participant-driven event to share ideas, explore tools, and tackle real data challenges.

๐Ÿ“… ๐—™๐—ฒ๐—ฏ ๐Ÿฎ๐Ÿฒ (13:00โ€“17:00) & ๐—™๐—ฒ๐—ฏ ๐Ÿฎ๐Ÿณ (09:00โ€“17:00)
๐Ÿ“ ๐—œ๐—”๐—•, ๐—ก๐˜‚๐—ฟ๐—ฒ๐—บ๐—ฏ๐—ฒ๐—ฟ๐—ด
๐Ÿ’ป ๐—•๐—ฟ๐—ถ๐—ป๐—ด ๐˜†๐—ผ๐˜‚๐—ฟ ๐—น๐—ฎ๐—ฝ๐˜๐—ผ๐—ฝ & ๐—ถ๐—ฑ๐—ฒ๐—ฎ๐˜€
๐Ÿ†“ R๐—ฒ๐—ด๐—ถ๐˜€๐˜๐—ฟ๐—ฎ๐˜๐—ถ๐—ผ๐—ป: eveeno.com/econ-data-workshop

We are looking forward to connecting, learning, and building ideas together!

2025-12-24

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openbigdata.org/resource/publi

2025-12-23

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openbigdata.org/resource/insta

2025-12-22

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 berd-platform.de/records/g3225

2025-12-21

๐ŸŽถ๐Ÿฌ๐——๐—ผ๐—ผ๐—ฟ ๐Ÿฎ๐Ÿญ: Driving home for Christmas and searching for the perfect playlist?

The ๐— ๐—ถ๐—น๐—น๐—ถ๐—ผ๐—ป ๐—ฆ๐—ผ๐—ป๐—ด ๐——๐—ฎ๐˜๐—ฎ๐˜€๐—ฒ๐˜ gives you metadata + audio features for 1 million tracks - tempo, loudness, key, mode, time signature - a data-driven way to decide what actually works for long winter drives โ„๏ธ๐Ÿš—

๐ŸŽopenbigdata.org/resource/milli

2025-12-20

๐ŸŽฌ๐Ÿฟ ๐——๐—ผ๐—ผ๐—ฟ ๐Ÿฎ๐Ÿฌ: ๐™„๐™ฉโ€™๐™จ ๐™– ๐™’๐™ค๐™ฃ๐™™๐™š๐™ง๐™›๐™ช๐™ก ๐™‡๐™ž๐™›๐™š or ๐™ƒ๐™ค๐™ข๐™š ๐˜ผ๐™ก๐™ค๐™ฃ๐™š? The annual Christmas debate returns .. -

Let data speak: the ๐—™๐—ถ๐—น๐—บ๐—ง๐—ฉ ๐— ๐—ผ๐˜ƒ๐—ถ๐—ฒ๐˜€ ๐——๐—ฎ๐˜๐—ฎ๐˜€๐—ฒ๐˜ delivers 40,000+ films with genres, ratings, countries, directors, and votes.

๐ŸŽopenbigdata.org/resource/filmt

2025-12-19

๐Ÿ‘ผ๐Ÿ“š ๐——๐—ผ๐—ผ๐—ฟ ๐Ÿญ๐Ÿต: Still trying to find the perfect holiday book?

The ๐—š๐—ผ๐—ผ๐—ฑ๐—ฟ๐—ฒ๐—ฎ๐—ฑ๐˜€ ๐——๐—ฎ๐˜๐—ฎ๐˜€๐—ฒ๐˜๐˜€ combine 2.3 million books, 229 million reader interactions, and millions of reviews - ideal for analyzing reading habits, recommendation systems, and why your โ€œto-readโ€ list grows faster than your vacation time.

๐ŸŽopenbigdata.org/resource/goodr

2025-12-18

In our latest ๐—ฏ๐—น๐—ผ๐—ด ๐—ฝ๐—ผ๐˜€๐˜, Cristina Rujan and Sebastian Wichert report from the one-day workshop โ€œ๐—ก๐—ผ๐˜ƒ๐—ฒ๐—น ๐—™๐—ถ๐—ป๐—ฎ๐—ป๐—ฐ๐—ถ๐—ฎ๐—น ๐——๐—ฎ๐˜๐—ฎ ๐—ณ๐—ผ๐—ฟ ๐—ฅ๐—ฒ๐˜€๐—ฒ๐—ฎ๐—ฟ๐—ฐ๐—ต: ๐—”๐—ฐ๐—ฐ๐—ฒ๐˜€๐˜€ ๐—ฎ๐—ป๐—ฑ ๐—”๐—ฝ๐—ฝ๐—น๐—ถ๐—ฐ๐—ฎ๐˜๐—ถ๐—ผ๐—ป๐˜€โ€ hosted by ๐—•๐—˜๐—ฅ๐—— ๐—”๐—ฐ๐—ฎ๐—ฑ๐—ฒ๐—บ๐˜† and the ๐—ถ๐—ณ๐—ผ ๐—œ๐—ป๐˜€๐˜๐—ถ๐˜๐˜‚๐˜๐—ฒโ€™๐˜€ ๐—˜๐—ฐ๐—ผ๐—ป๐—ผ๐—บ๐—ถ๐—ฐ๐˜€ & ๐—•๐˜‚๐˜€๐—ถ๐—ป๐—ฒ๐˜€๐˜€ ๐——๐—ฎ๐˜๐—ฎ ๐—–๐—ฒ๐—ป๐˜๐—ฒ๐—ฟ at LMU Munich.

๐Ÿ“– Read the ๐—ณ๐˜‚๐—น๐—น ๐—ฏ๐—น๐—ผ๐—ด ๐—ฝ๐—ผ๐˜€๐˜ here and explore the ๐˜„๐—ผ๐—ฟ๐—ธ๐˜€๐—ต๐—ผ๐—ฝ ๐—บ๐—ฎ๐˜๐—ฒ๐—ฟ๐—ถ๐—ฎ๐—น๐˜€: berd-nfdi.de/novel-financial-d

2025-12-18

๐Ÿงฃ๐——๐—ผ๐—ผ๐—ฟ ๐Ÿญ๐Ÿด: Even Santa knows: engagement is the real measure of belief๐ŸŽ…๐Ÿ“ˆ

With ๐— ๐—ฒ๐˜๐—ฎ ๐—–๐—ผ๐—ป๐˜๐—ฒ๐—ป๐˜ ๐—Ÿ๐—ถ๐—ฏ๐—ฟ๐—ฎ๐—ฟ๐˜† + ๐—”๐—ฃ๐—œ, you can track what gets โค๏ธ, ๐Ÿ˜‚, ๐Ÿ˜ก, or ignored across Facebook, Instagram, and Threads in near real time.

๐ŸŽopenbigdata.org/resource/meta-

2025-12-17

๐ŸŒŸ๐Ÿ“ฐ๐——๐—ผ๐—ผ๐—ฟ ๐Ÿญ๐Ÿณ: Ever wondered what capitalism asked for Christmas in 1843 - and how its wishlist evolved ever since?

Behind todayโ€™s door: ๐—ง๐—ต๐—ฒ ๐—˜๐—ฐ๐—ผ๐—ป๐—ผ๐—บ๐—ถ๐˜€๐˜ ๐—›๐—ถ๐˜€๐˜๐—ผ๐—ฟ๐—ถ๐—ฐ๐—ฎ๐—น ๐—”๐—ฑ๐˜ƒ๐—ฒ๐—ฟ๐˜๐—ถ๐˜€๐—ฒ๐—บ๐—ฒ๐—ป๐˜๐˜€ - ๐— ๐—ฎ๐˜€๐˜๐—ฒ๐—ฟ ๐——๐—ฎ๐˜๐—ฎ๐˜€๐—ฒ๐˜ - 512,599 ads from 1843-2014, spanning 8,840 issues. A time machine for marketing trends ๐Ÿ•›๐Ÿช„

๐ŸŽopenbigdata.org/resource/the-e

2025-12-16

๐ŸŽ„๐ŸŒ ๐——๐—ผ๐—ผ๐—ฟ ๐Ÿญ๐Ÿฒ: Todayโ€™s treat is the ๐—ฆ๐—ผ๐—ฐ๐—ถ๐—ฎ๐—น ๐—–๐—ผ๐—ป๐—ป๐—ฒ๐—ฐ๐˜๐—ฒ๐—ฑ๐—ป๐—ฒ๐˜€๐˜€ ๐—œ๐—ป๐—ฑ๐—ฒ๐˜… (๐—ฆ๐—–๐—œ): a tiny dataset with big insight ๐Ÿ‘€ showing how strongly places are socially linked based on anonymized Facebook friendship networks.

๐ŸŽ openbigdata.org/resource/faceb

2025-12-15

โ›„๐Ÿ—บ๏ธ๐——๐—ผ๐—ผ๐—ฟ ๐Ÿญ๐Ÿฑ: Where can we legally sprinkle more Christmas markets across Bavaria?๐Ÿค”

The ๐—ฃ๐˜‚๐—ฏ๐—น๐—ถ๐—ฐ ๐—•๐—ถ๐—ป๐—ฑ๐—ถ๐—ป๐—ด ๐—Ÿ๐—ฎ๐—ป๐—ฑ-๐—จ๐˜€๐—ฒ ๐—ฃ๐—น๐—ฎ๐—ป๐˜€ ๐—•๐—ฎ๐˜ƒ๐—ฎ๐—ฟ๐—ถ๐—ฎ ๐— ๐—ฒ๐˜๐—ฎ๐—ฑ๐—ฎ๐˜๐—ฎset (35,669 entries, 1934โ€“2024) provides the legal and spatial context for municipal planning decisions.

๐ŸŽAll mapped and ready for analysis: berd-platform.de/records/88xd7

โœจ Featured in a screencast demonstrating BERDโ€™s integration with Galaxy, OpenAIRE, and the EOSC EU Node, turning planning documents into FAIR, reusable research data: youtube.com/watch?v=unxW6RNAIa

2025-12-14

๐Ÿ•ฏ๏ธ๐Ÿ•ฏ๏ธ๐Ÿ•ฏ๏ธ๐——๐—ผ๐—ผ๐—ฟ ๐Ÿญ๐Ÿฐ: Today we unwrap a gift for dreamers and crushing realists:

๐—–๐—ฟ๐—ผ๐˜„๐—ฑ๐—ณ๐˜‚๐—ป๐—ฑ๐—ถ๐—ป๐—ด ๐——๐—ฎ๐˜๐—ฎ๐˜€๐—ฒ๐˜๐˜€ is a massive web-scraped dataset of Kickstarter & Indiegogo projects - thousands of projects, creators, goals, pledges, backers, and outcomes.

๐ŸŽopenbigdata.org/resource/crowd

2025-12-13

๐ŸŽ€โ„๏ธ๐——๐—ผ๐—ผ๐—ฟ ๐Ÿญ๐Ÿฏ: Saturday morning, your neighbors have already noticed you peeking through the blinds, but your hope of spotting Grace Kelly never dies?

Then peek into the ๐—ฆ๐—ผ๐—ฐ๐—ถ๐—ฎ๐—น ๐—ฐ๐—ถ๐—ฟ๐—ฐ๐—น๐—ฒ๐˜€: ๐—š๐—ผ๐—ผ๐—ด๐—น๐—ฒ+ ๐——๐—ฎ๐˜๐—ฎ๐˜€๐—ฒ๐˜ - 107,614 anonymized profiles, 13.6 million connections, and ego networks. Harmless voyeurism, all the social circles, all the secrets, none of the consequences.

๐ŸŽopenbigdata.org/resource/socia

2025-12-12

๐Ÿ””โœˆ๏ธ ๐——๐—ผ๐—ผ๐—ฟ ๐Ÿญ๐Ÿฎ: Fasten your seatbeltsโ€ฆ it is sentiment turbulence!

Todayโ€™s dataset delivers pure airline chaos - safely packaged in 14,640 tweets: complaints, compliments, and โ€œWHAT is my luggage doing in Hawaii?!โ€ moments aimed at major U.S. airlines.

๐ŸŽ๐Ÿค™openbigdata.org/resource/twitt

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Server: https://mastodon.social
Version: 2025.07
Repository: https://github.com/cyevgeniy/lmst