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Roman-Kpro/russian-business-registries

Russian Business Registries — Aggregated Statistics Aggregated, ready-to-analyse slices of Russian state registers. Every figure comes from an official open-data source; nothing here is modelled, imputed or estimated. Individual companies are not published — only aggregates, with one deliberate exception described below. Собрано из открытых данных российских госреестров. Все цифры — из официальных источников, без моделирования и досчётов. Публикуются агрегаты, не сведения об… See the full description on the dataset page: https://huggingface.co/datasets/Roman-Kpro/russian-business-registries.

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Russian Business Registries — Aggregated Statistics

Aggregated, ready-to-analyse slices of Russian state registers. Every figure comes from an official open-data source; nothing here is modelled, imputed or estimated. Individual companies are not published — only aggregates, with one deliberate exception described below.

Собрано из открытых данных российских госреестров. Все цифры — из официальных источников, без моделирования и досчётов. Публикуются агрегаты, не сведения об отдельных организациях.

What is inside

Folder	Source	Coverage
`inspections/`	Unified Register of Control Activities (ERKNM), Prosecutor General's Office	2021–2026, 14.9M records aggregated
`industry-medians/`	Federal Tax Service open data	2025, 665 economic activity codes
`trademarks/`	Rospatent / FIPS trademark register	1943–2026, 631,864 marks
`sme-registry/`	Federal Tax Service SME register	monthly, by region and industry
`telecom-licences/`	Roskomnadzor telecom licence register	1991–2036

Read this before you use the numbers

Each folder ships a README.md in Russian with the caveats that determine which comparisons are valid. The three that trip people up most often:

1.Inspections. Only 2022–2025 are complete years — the register started on 1 July 2021 and 2026 is unfinished at the snapshot date. Control activities (КНМ) and preventive ones (ПМ) must not be summed into a single "inspections" figure: preventive measures carry no sanctions, and their growth reflects a change of approach, not more pressure on business.

1.Trademarks. The slice covers marks of Russian right holders only — records are included when a Russian tax ID (INN) or state registration number (OGRN) is present, so foreign holders are absent by construction. Do not use it to estimate the share of foreign brands. A country breakdown is deliberately not included: it would show 99.97% "RU", which is our filter talking, not reality.

1.Industry medians. The underlying tax-service dataset reports total income (СумДоход), which is not the same as revenue (line 2110 of the statutory income statement). Do not compare these medians with revenue figures from financial statements.

Personal data

Only aggregates are published. The single named breakdown — trademarks/rospatent-tz-top-pravoobladateli-ul.csv — contains legal entities exclusively: company name and INN, both openly published in the state company register. Individuals and sole proprietors are excluded from every named listing, although they are counted in the yearly aggregates (199,776 marks).

Citation and DOIs

Parts of this collection are archived with DOIs:

—Inspections (ERKNM): 10.5281/zenodo.22149919
—Industry medians by OKVED: 10.5281/zenodo.22149921
—Trademarks: 10.5281/zenodo.22733031
—Extended inspection breakdowns: 10.7910/DVN/P32G5X
—SME register structure: 10.7910/DVN/IH9OFL
—Telecom licences: 10.7910/DVN/IYIRMC

Vasilev, Roman P. Russian Business Registries: Aggregated Statistics. KontragentPro, 2026. CC BY 4.0.

Updates and full catalogue

Refreshed alongside the source registers. Full catalogue with per-slice descriptions: <https://kontragentpro.ru/data>

File format: CSV, UTF-8. Documentation in the per-folder READMEs is in Russian.