Datasets:

andreolf
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synthetic-vc-funding-rounds

company_id stringlengths 8 8	company_name stringlengths 7 16	sector stringclasses 12 values	stage stringclasses 5 values	region stringclasses 6 values	business_model stringclasses 5 values	founded_year int64 2.02k 2.02k	amount_raised_musd float64 0.2 150	post_money_valuation_musd float64 1.6 742	headcount int64 2 567	arr_musd float64 0 177	lead_investor_syn_id stringclasses 60 values
SYN-0000	CinderStack	Healthtech	Pre-Seed	SE Asia	Marketplace	2,018	0.23	1.76	4	0.17	INV-003
SYN-0001	FathomSphere	Edtech	Pre-Seed	MENA	B2C	2,024	0.32	2.37	5	0.21	INV-029
SYN-0002	VertexWorks	Cybersecurity	Series C	North America	B2B	2,017	70.6	334.55	193	17.96	INV-025
SYN-0003	ZephyrAI	Biotech	Pre-Seed	North America	Usage-based	2,019	0.67	5.4	5	0	INV-019
SYN-0004	LumenLedger	SaaS	Series C	North America	B2C	2,018	137.4	511.58	212	66.29	INV-056
SYN-0005	FathomDynamics	DevTools	Pre-Seed	Africa	B2B	2,020	0.69	6.02	4	0.63	INV-039
SYN-0006	FathomSphere	Edtech	Seed	Europe	B2B2C	2,022	3.14	19.54	2	4.49	INV-054
SYN-0007	OrbitSphere	Cybersecurity	Pre-Seed	Europe	Marketplace	2,020	0.5	3.1	3	0.34	INV-026
SYN-0008	PyxisLoop	Biotech	Series B	LATAM	B2C	2,023	21.43	73.27	25	9.41	INV-009
SYN-0009	FathomGrid	Robotics	Series C	North America	Marketplace	2,016	94.29	425.4	250	74.82	INV-025
SYN-0010	CinderAI	Consumer	Series C	SE Asia	B2B2C	2,023	149.57	606.99	228	82.76	INV-050
SYN-0011	CinderDynamics	Edtech	Series A	Europe	Usage-based	2,022	6.67	38.28	58	4.09	INV-059
SYN-0012	MeridianSystems	Edtech	Pre-Seed	SE Asia	B2B	2,023	1.33	10.36	3	0.6	INV-039
SYN-0013	AsterWorks	Fintech	Series A	Europe	Usage-based	2,020	12.33	54.84	55	0.97	INV-006
SYN-0014	HalcyonStack	AI/ML	Pre-Seed	LATAM	Usage-based	2,023	1.15	12.53	4	0.45	INV-056
SYN-0015	CinderDynamics	Biotech	Series C	Africa	B2B2C	2,023	86.55	296.31	224	0	INV-029
SYN-0016	LumenLoop	Climate	Series C	North America	B2B	2,016	89.66	313.43	156	94.44	INV-046
SYN-0017	FathomFlow	Climate	Pre-Seed	SE Asia	B2C	2,020	0.5	5.72	5	0.36	INV-047
SYN-0018	QuantaForge	Biotech	Series C	LATAM	Marketplace	2,022	103.38	360.38	240	36.89	INV-027
SYN-0019	MeridianSignal	Healthtech	Series B	Europe	B2C	2,016	53.87	170.36	149	45.25	INV-013
SYN-0020	QuantaFlow	Edtech	Series C	North America	B2B	2,019	89.35	343.44	41	70.55	INV-042
SYN-0021	LumenSignal	Biotech	Series C	North America	B2C	2,018	131.96	651.62	272	131.82	INV-025
SYN-0022	CinderLedger	Edtech	Pre-Seed	Africa	Marketplace	2,022	1.48	11.24	3	1.78	INV-010
SYN-0023	CobaltLabs	Fintech	Seed	SE Asia	Marketplace	2,024	2.19	21.56	11	1	INV-033
SYN-0024	QuantaForge	Climate	Series C	MENA	B2B	2,016	57.32	282.1	240	27.45	INV-057
SYN-0025	OrbitStack	Cybersecurity	Series C	LATAM	B2C	2,024	67.08	281	334	59.59	INV-043
SYN-0026	QuantaLabs	Logistics	Series A	SE Asia	Usage-based	2,019	8.58	47.9	2	7.24	INV-007
SYN-0027	LumenHealth	SaaS	Pre-Seed	Europe	Marketplace	2,017	0.9	8.13	7	0.24	INV-054
SYN-0028	AsterForge	Healthtech	Series C	Europe	B2B2C	2,023	117.39	495.78	385	74.69	INV-008
SYN-0029	LumenForge	Consumer	Pre-Seed	LATAM	Usage-based	2,019	1.17	8.11	2	0.25	INV-032
SYN-0030	NovaLabs	Cybersecurity	Series A	Europe	B2B2C	2,016	18.58	137.2	16	0.71	INV-011
SYN-0031	CinderSystems	Edtech	Series B	North America	B2B2C	2,015	39.83	170.59	163	48.71	INV-038
SYN-0032	KestrelLabs	Cybersecurity	Series C	Europe	B2C	2,019	56.29	183.22	81	73.13	INV-043
SYN-0033	LumenSignal	AI/ML	Pre-Seed	Europe	Marketplace	2,021	0.66	6.18	7	0.32	INV-002
SYN-0034	MeridianWorks	SaaS	Seed	Europe	B2B	2,021	3.95	26.31	15	0	INV-025
SYN-0035	KestrelWorks	Climate	Pre-Seed	North America	B2C	2,022	1.32	9.68	2	1.58	INV-026
SYN-0036	FathomSignal	Edtech	Series A	LATAM	B2B	2,019	9.18	39.27	24	9.03	INV-008
SYN-0037	CobaltSphere	Cybersecurity	Series A	MENA	Usage-based	2,019	7.68	60.29	54	5.59	INV-033
SYN-0038	ZephyrLedger	Edtech	Pre-Seed	Africa	B2C	2,019	0.7	6.62	6	0.5	INV-024
SYN-0039	QuantaSphere	SaaS	Series B	SE Asia	B2B2C	2,020	18.15	90.62	47	3.4	INV-043
SYN-0040	PyxisForge	DevTools	Series B	Europe	Usage-based	2,023	29.68	151.12	119	26.7	INV-037
SYN-0041	OrbitLoop	Consumer	Series A	LATAM	Marketplace	2,019	11.09	81.34	31	11.23	INV-029
SYN-0042	FathomForge	Robotics	Series B	LATAM	B2B	2,017	45.4	205.82	72	14.77	INV-053
SYN-0043	HalcyonLoop	Healthtech	Seed	MENA	Marketplace	2,018	3.69	22.59	13	2.58	INV-057
SYN-0044	CinderLabs	Healthtech	Series C	MENA	B2C	2,022	61.39	269.67	178	45.01	INV-012
SYN-0045	FathomStack	Edtech	Series C	SE Asia	B2B2C	2,016	91.1	374.86	64	72.36	INV-049
SYN-0046	HalcyonSystems	DevTools	Series B	MENA	Marketplace	2,023	42.57	219.57	11	42.02	INV-017
SYN-0047	HalcyonAI	DevTools	Seed	LATAM	B2C	2,023	4.36	27.85	7	2.74	INV-018
SYN-0048	VertexSphere	Climate	Series A	North America	Marketplace	2,017	9.8	60.37	43	9.01	INV-027
SYN-0049	MeridianLoop	DevTools	Series A	North America	Usage-based	2,018	13.14	74.41	42	3.35	INV-025
SYN-0050	PyxisStack	DevTools	Series B	Africa	Usage-based	2,021	15.27	61.92	149	0	INV-052
SYN-0051	CobaltForge	Consumer	Series C	MENA	B2C	2,019	138.76	551.77	199	88.54	INV-054
SYN-0052	OrbitForge	Fintech	Series B	North America	Marketplace	2,023	56.38	335.02	129	37.63	INV-009
SYN-0053	MeridianGrid	SaaS	Series B	MENA	B2B2C	2,020	23.18	87.63	98	21.92	INV-054
SYN-0054	FathomAI	Consumer	Pre-Seed	North America	B2B	2,015	0.81	8.5	5	0.49	INV-016
SYN-0055	OrbitWorks	Logistics	Seed	Africa	B2B2C	2,018	4.36	35.35	18	4.46	INV-050
SYN-0056	AsterAI	Robotics	Series A	North America	B2B2C	2,016	7.52	48.35	36	2.74	INV-037
SYN-0057	LumenAI	DevTools	Series B	LATAM	Usage-based	2,016	32.85	169.01	26	6.17	INV-052
SYN-0058	CobaltAI	Edtech	Pre-Seed	Africa	B2B2C	2,015	1.24	11.65	2	1.17	INV-001
SYN-0059	CinderSystems	Biotech	Series B	Europe	Usage-based	2,020	52	172.46	40	1.8	INV-042
SYN-0060	OrbitDynamics	Cybersecurity	Series A	Europe	B2B	2,022	14.24	109.34	7	10.87	INV-018
SYN-0061	HalcyonSignal	Cybersecurity	Series B	Europe	Marketplace	2,024	25.97	114.12	72	7.39	INV-014
SYN-0062	NovaStack	Climate	Series A	North America	B2C	2,024	16.97	90.98	31	4.98	INV-047
SYN-0063	MeridianLabs	Healthtech	Series B	LATAM	B2C	2,022	36.99	195.1	61	8.55	INV-026
SYN-0064	CinderStack	Cybersecurity	Seed	LATAM	Marketplace	2,022	2.22	17.56	6	1.06	INV-018
SYN-0065	MeridianSphere	AI/ML	Series A	Europe	B2C	2,018	8.77	39.31	25	10.56	INV-048
SYN-0066	KestrelWorks	SaaS	Series B	Europe	B2B2C	2,023	27.44	130.85	2	0	INV-012
SYN-0067	AsterSphere	AI/ML	Series A	Africa	Marketplace	2,019	5.21	31.97	39	3.32	INV-007
SYN-0068	AsterSignal	Logistics	Pre-Seed	North America	B2B	2,022	0.95	8.38	2	1.4	INV-026
SYN-0069	AsterAI	Climate	Series B	North America	Usage-based	2,015	18.33	89.6	132	21.91	INV-049
SYN-0070	HalcyonDynamics	Robotics	Series B	MENA	B2B2C	2,018	42.28	227.14	96	9.04	INV-037
SYN-0071	LumenDynamics	Consumer	Series C	North America	B2C	2,016	46.63	229.43	278	23.86	INV-016
SYN-0072	AsterLabs	Climate	Seed	LATAM	B2B2C	2,021	3.21	18.56	4	2.45	INV-045
SYN-0073	FathomLedger	Climate	Series B	MENA	B2B	2,019	18.2	67.34	103	1.01	INV-035
SYN-0074	AsterLoop	DevTools	Seed	SE Asia	B2B2C	2,017	3.59	34.26	15	2.53	INV-029
SYN-0075	HalcyonFlow	Healthtech	Pre-Seed	SE Asia	B2B	2,021	0.81	6.34	6	0.35	INV-057
SYN-0076	KestrelSignal	Robotics	Series B	SE Asia	B2B	2,015	48.05	231.18	175	55.5	INV-049
SYN-0077	AsterSystems	Robotics	Series A	MENA	Marketplace	2,017	13.64	96.2	13	9.64	INV-006
SYN-0078	CinderFlow	SaaS	Series B	Africa	Marketplace	2,016	30.66	122.64	112	9.84	INV-053
SYN-0079	PyxisSignal	Edtech	Series C	North America	Usage-based	2,019	44.04	139.88	114	68.25	INV-030
SYN-0080	MeridianLabs	Climate	Series B	LATAM	Usage-based	2,024	17.44	79.44	92	0.7	INV-009
SYN-0081	MeridianWorks	DevTools	Series A	Europe	B2B2C	2,016	11.57	78.6	55	8.12	INV-036
SYN-0082	KestrelSystems	Logistics	Pre-Seed	Africa	B2B2C	2,016	0.92	6.03	3	0.6	INV-033
SYN-0083	PyxisWorks	Robotics	Series A	SE Asia	B2C	2,022	11.23	66.59	35	12.42	INV-056
SYN-0084	AsterSignal	Fintech	Pre-Seed	LATAM	B2B2C	2,021	0.56	6.01	2	0.67	INV-054
SYN-0085	CobaltStack	Edtech	Series C	MENA	Marketplace	2,017	103.79	448.36	122	78.02	INV-060
SYN-0086	MeridianGrid	Fintech	Series A	LATAM	Marketplace	2,018	18.04	142.93	25	8.53	INV-046
SYN-0087	ZephyrLoop	Cybersecurity	Series B	North America	Marketplace	2,017	32.37	161.56	79	19.53	INV-007
SYN-0088	VertexAI	Logistics	Series C	LATAM	B2B2C	2,017	140.15	424.75	109	127.91	INV-040
SYN-0089	CinderLedger	Logistics	Series B	SE Asia	B2B	2,023	44.24	245.77	64	37.11	INV-040
SYN-0090	PyxisAI	Consumer	Pre-Seed	Africa	B2B	2,019	0.51	5.15	7	0.3	INV-029
SYN-0091	CobaltHealth	Biotech	Seed	Europe	B2C	2,015	3.78	35.97	11	2.73	INV-034
SYN-0092	PyxisLoop	Consumer	Series B	Europe	Marketplace	2,017	40.47	217.63	114	44.07	INV-059
SYN-0093	MeridianFlow	SaaS	Series C	Africa	Usage-based	2,019	55.74	218.63	90	41.75	INV-011
SYN-0094	CinderDynamics	Logistics	Pre-Seed	LATAM	B2C	2,024	0.77	6.22	2	1.21	INV-025
SYN-0095	AsterLabs	Consumer	Series B	MENA	B2B2C	2,020	19.8	82.05	2	0.63	INV-001
SYN-0096	KestrelDynamics	Climate	Series C	SE Asia	B2B2C	2,015	135.16	615.87	345	33.49	INV-015
SYN-0097	FathomLabs	SaaS	Seed	MENA	B2B	2,017	3.48	29.19	3	0	INV-038
SYN-0098	LumenSystems	Edtech	Series A	LATAM	Usage-based	2,019	15.99	69.72	27	15.47	INV-033
SYN-0099	KestrelHealth	Healthtech	Series A	MENA	B2B	2,022	17.46	87.79	47	9.29	INV-010

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Synthetic VC Funding Rounds (Sample)

A tiny, fully synthetic dataset of 500 fictional venture-capital funding rounds. It is meant as a clean, small tabular sample for tutorials, demos, and quick data-wrangling / ML examples — not for any real market analysis.

⚠️ Everything here is randomly generated. There are no real companies, founders, investors, or figures. Company and investor identifiers are synthetic placeholders (e.g. SYN-0001, INV-042).

File	Format	Rows
`funding_rounds.csv`	CSV	500
`funding_rounds.jsonl`	JSON Lines	500

Schema

Column	Type	Description
`company_id`	string	Synthetic company identifier (`SYN-####`)
`company_name`	string	Randomly composed fictional name
`sector`	string	e.g. Fintech, Healthtech, AI/ML, Climate
`stage`	string	Pre-Seed, Seed, Series A, Series B, Series C
`region`	string	Broad region label
`business_model`	string	B2B, B2C, B2B2C, Marketplace, Usage-based
`founded_year`	int	2015–2024
`amount_raised_musd`	float	Round size in USD millions
`post_money_valuation_musd`	float	Post-money valuation in USD millions
`headcount`	int	Approximate employee count
`arr_musd`	float	Annual recurring revenue in USD millions
`lead_investor_syn_id`	string	Synthetic lead-investor id (`INV-###`)

Round sizes and valuations are drawn from simple per-stage distributions so the numbers are internally plausible (later stages raise more), but they are not based on any real dataset.

How it was generated

A short deterministic Python script (generate.py, seed=42) samples each field from fixed vocab lists and per-stage numeric bands. Re-running it reproduces the exact same 500 rows.

Usage

from datasets import load_dataset

ds = load_dataset("andreolf/synthetic-vc-funding-rounds")
print(ds["train"][0])

License

Released under CC-BY-4.0. Since the data is synthetic, there are no privacy or licensing concerns with the underlying records.

Disclaimer

This dataset is illustrative only. Do not use it to infer anything about real markets, companies, or investors.

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Synthetic VC Funding — dataset, explorer & tools

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A synthetic VC funding dataset, a static Space that explores it, and a Q8_0 GGUF quant of Qwen2.5-0.5B-Instruct. • 3 items • Updated 4 days ago