QLAKE · B2B DATA INFRASTRUCTURE

Kazakhstan data — from source to decision

Data infrastructure for government and quasi-government organizations

QLake normalizes data from permitted Kazakhstan sources and makes provenance, quality and freshness visible.

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QLake is not an official government registry. We do not replace primary sources and preserve their terms of use.

20 regions · live projection

Kazakhstan data atlas

The map uses real administrative boundaries and currently computable coverage from hydrological stations.

coverage observedcoverage not observedcoverage not verified

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Region: Coverage

Region	Coverage	Unit

Boundaries: OpenStreetMap contributors via an ArcGIS open dataset · ODbL 1.0. Coverage: QLake hydrological stations.

Datasets—

Normalized records—

Sources—

Last successful load—

Provenance—

Licences—

Data themes

Five data themes for Kazakhstan

Every metric links to a specific dataset, source and verification time.

Water and hydrology

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Territory and geodata

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Regulation

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Kazakh-language data

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Media and events

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Use cases

Start with the operational decision

We connect multiple departmental sources through a controlled integration layer.

Regional and water monitoring

One view by region, water body and observation time.

Regulatory change

Track legal acts with source, status and effective date.

Kazakh-language AI and search

Prepare language datasets with provenance and usage constraints.

Cross-agency integration

Turn different formats into stable passports and APIs.

Provenance by default

Every number comes with an explanation

A passport combines source, scope, freshness, provenance, licence and limitations in one contract.

Methods

DATA@QDEV.RUN

Let’s frame your data use case

A 45-minute working session defines sources, quality requirements and the integration outcome.

Discuss a use case