Global startup funding rounds 2019–2026: a cleaned, deduplicated dataset

We describe a dataset of 80,911 venture-style funding rounds raised by 47,428 companies worldwide between January 2019 and June 2026, extracted from business news and cleaned with a reproducible pipeline. Repeated reports of one deal are merged, recaps of earlier rounds are dropped and every amount is checked against the sentence it was read from; 66,936 rounds carry a disclosed amount, together US$2.3T. Each row keeps the source sentence and, where retrievable, the article link, so any record can be audited. A hash-chosen 25% sample (20,227 rounds, whole companies) is public under CC BY-NC 4.0, together with four regional and thematic companions (AI, India, United States, United Kingdom). We report the extraction and cleaning method, the amount-verification rules, validation counts and known limitations. Datasets described Global Startup Funding Rounds 2019–2026: Kaggle, Hugging Face, DOI 10.5281/zenodo.23431596 AI Startup Funding Rounds 2021–2026: Kaggle, Hugging Face, DOI 10.5281/zenodo.23431429 Indian Startup Funding Rounds 2015–2026: Kaggle, Hugging Face, DOI 10.5281/zenodo.23431359 US Startup Funding Data 2019-2026: 31k Rounds: Kaggle, Hugging Face UK Startup Funding Data 2019-2026: 6.7k Rounds: Kaggle, Hugging Face Data licence CC BY-NC 4.0 (attribution "Fliar BI"); this paper CC BY 4.0. Contact: [email protected].

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-10-17
DOI
https://doi.org/10.5281/zenodo.23436720
Primary Topic
Private Equity and Venture Capital
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Global startup funding rounds 2019–2026: a cleaned, deduplicated dataset

Fliar BI Research
Zenodo (CERN European Organization for Nuclear Research)
Private Equity and Venture Capital
article

Global startup funding rounds 2019–2026: a cleaned, deduplicated dataset

Fliar BI Research
article en

Abstract

We describe a dataset of 80,911 venture-style funding rounds raised by 47,428 companies worldwide between January 2019 and June 2026, extracted from business news and cleaned with a reproducible pipeline. Repeated reports of one deal are merged, recaps of earlier rounds are dropped and every amount is checked against the sentence it was read from; 66,936 rounds carry a disclosed amount, together US$2.3T. Each row keeps the source sentence and, where retrievable, the article link, so any record can be audited. A hash-chosen 25% sample (20,227 rounds, whole companies) is public under CC BY-NC 4.0, together with four regional and thematic companions (AI, India, United States, United Kingdom). We report the extraction and cleaning method, the amount-verification rules, validation counts and known limitations. Datasets described Global Startup Funding Rounds 2019–2026: Kaggle, Hugging Face, DOI 10.5281/zenodo.23431596 AI Startup Funding Rounds 2021–2026: Kaggle, Hugging Face, DOI 10.5281/zenodo.23431429 Indian Startup Funding Rounds 2015–2026: Kaggle, Hugging Face, DOI 10.5281/zenodo.23431359 US Startup Funding Data 2019-2026: 31k Rounds: Kaggle, Hugging Face UK Startup Funding Data 2019-2026: 6.7k Rounds: Kaggle, Hugging Face Data licence CC BY-NC 4.0 (attribution "Fliar BI"); this paper CC BY 4.0. Contact: [email protected].

Zenodo (CERN European Organization for Nuclear Research)
Openalex Percentile: Top 4%
Private Equity and Venture Capital
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.