Scholar4AI Updated 2026-11-04 18:03 UTC+09:00

Crunchbase

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data category: M&A, IPO and private capital data · 0 papers in the last 7 days

← Most-used data · All M&A, IPO and private capital data datasets

Deal-level data on mergers and acquisitions, equity and bond issues, venture capital and private equity.

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Names searched for: Crunchbase

Key findings#

  • From Nov 2023 to Oct 2026, 119 archived papers mentioned Crunchbase in their title, abstract or keywords (the search of earlier months' full texts is still under way), most of them in Apr 2025 (7).
  • No paper of the tracked journals mentioned Crunchbase in the last 30 days (2026-10-06 to 2026-11-04).
  • From 2017 to 2026 (so far), Crunchbase was mentioned in 135 papers in the tracked journals, most of them in management (55), economics (39) and finance (24).
  • 41 of them were published in 2025, against 2 in 2017.
  • Since 2023, the institutions with the most of these papers were University of Bergamo (7), Edinburgh Napier University (5) and IMT School for Advanced Studies Lucca (5).
  • The journals publishing most of them were Small Business Economics (21), Review of Managerial Science (7) and Technological Forecasting and Social Change (6).
  • The most-cited of them is “Pairwise Acquisition Prediction with SHAP Value Interpretation” (The Journal of Finance and Data Science, 2020), with 143 citations.
  • Papers use Crunchbase most often with LinkedIn (30), Twitter / X (24) and PitchBook (20); it has 29 partners in the code and data network, in the group around Twitter / X, Facebook, YouTube / TikTok.

Mentions over 36 months#

Papers mentioning it by publication month, Nov 2023 to Oct 2026 (titles, abstracts and keywords; the full texts of earlier months are still being searched)
TrendNov 23–Oct 24Nov 24–Oct 25Nov 25–Oct 2636 months
383942119

Papers per year#

2017: 2 papers2018: 1 paper2019: 1 paper2020: 2 papers2021: 4 papers2022: 1 paper2023: 8 papers2024: 40 papers2025: 41 papers2026 (so far): 35 papers
20172026 (so far)
Papers per publication year and category
Category2017201820192020202120222023202420252026 (so far)
Management0001005161617
Economics210011111166
Finance0001102659
Information Systems0010000440
AI0000100200
Marketing0000000002
Operations Research0000000100
Accounting0000000001
Higher Education and Research0000100000
All categories2112418404135

Where the papers come from#

Institutions with the most papers, since 2023
#InstitutionPapers
1University of Bergamo7
2Edinburgh Napier University5
3IMT School for Advanced Studies Lucca5
4Libera Università Internazionale degli Studi Sociali Guido Carli4
5Politecnico di Torino4
6University of Amsterdam4
7University of Edinburgh4
8University of Science and Technology of China4
9Bocconi University3
10Heinrich Heine University Düsseldorf3
Countries with the most papers, since 2023
#CountryPapers
1Germany37
2United Kingdom27
3Italy26
4United States17
5Netherlands13
6China8
7France7
8Australia5
9Switzerland5
10Spain4
Keywords with the most papers, since 2023
#KeywordPapers
1venture capital24
2entrepreneurial ecosystems16
3startups16
4Crunchbase9
5startup financing9
6venture financing9
7innovation8
8signaling theory8
9angel investors7
10fintech6

Most-cited papers#

Most-cited papers since 2017
#CitationsPer monthTitleJournalPublishedAuthors
11431.7Pairwise Acquisition Prediction with SHAP Value InterpretationThe Journal of Finance and Data Science2020-01-01Katsuya Futagami, Yusuke Fukazawa, Nakul Kapoor et al.
21191.8A machine learning, bias-free approach for predicting business success using Crunchbase dataInformation Processing & Management2021-03-07Kamil Żbikowski, Piotr Antosiuk
3960.9Crowdfunding and regional entrepreneurial investment: an application of the CrowdBerkeley databaseResearch Policy2017-09-07Sandy Yu, Scott Johnson, Chia-Yu Lai et al.
4863.6Artificial intelligence as a catalyst for sustainable tourism growth and economic cyclesTechnological Forecasting and Social Change2024-11-16Abu Bakkar Siddik, Md. Shak Forid, Li Yong et al.
5830.8Governance in entrepreneurial ecosystems: venture capitalists vs. technology parksSmall Business Economics2017-12-01Douglas J. Cumming, Jochen Christian Werth, Yelin Zhang

Archive counts by publication year: a paper counts when its title, abstract or keywords name the dataset, or when OpenAlex's full-text search finds it there (searched for the last 30 days' papers and, by a pass over the past years, for older ones). Names added to the list later are looked for in older papers as the archive is read again.

Used together with#

Papers use Crunchbase most often with LinkedIn (30), Twitter / X (24) and PitchBook (20); it has 29 partners in the code and data network, in the group around Twitter / X, Facebook, YouTube / TikTok. The whole network →

What papers use Crunchbase together with (at least 3 papers; lift 1 = chance)
Used withTypePapers using bothLift
LinkedInDataset3012.8
Twitter / XDataset241.9
PitchBookDataset20157.5
EurostatDataset122.9
FacebookDataset121.4
USPTO / PatentsViewDataset1011.5
World Development Indicators (World Bank)Dataset103.8
VentureXpert / VentureSourceDataset9177.2
Google TrendsDataset73.8
S&P 500Dataset71.1
YouTube / TikTokDataset71.3
CompustatDataset63.4
Cite this page

Scholar4AI. (2026). Crunchbase. Journal and Conference Research Rankings. Retrieved November 4, 2026, from https://scholar4ai.com/datasets/crunchbase

@misc{scholar4ai-datasets-crunchbase,
  author = {{Scholar4AI}},
  title = {Crunchbase},
  year = {2026},
  howpublished = {\url{https://scholar4ai.com/datasets/crunchbase}},
  urldate = {2026-11-04},
  note = {Journal and Conference Research Rankings; data from OpenAlex (CC0); licensed CC BY-NC 4.0}
}

Free to reuse for non-commercial purposes with attribution (CC BY-NC 4.0).