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Cannot get the config names for the dataset.
Error code:   ConfigNamesError
Exception:    AttributeError
Message:      'str' object has no attribute 'items'
Traceback:    Traceback (most recent call last):
                File "/src/services/worker/src/worker/job_runners/dataset/config_names.py", line 67, in compute_config_names_response
                  config_names = get_dataset_config_names(
                                 ^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/inspect.py", line 161, in get_dataset_config_names
                  dataset_module = dataset_module_factory(
                                   ^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/load.py", line 1207, in dataset_module_factory
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                  ).get_module()
                    ^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/load.py", line 690, in get_module
                  config_name: DatasetInfo.from_dict(dataset_info_dict)
                               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/info.py", line 284, in from_dict
                  return cls(**{k: v for k, v in dataset_info_dict.items() if k in field_names})
                                                 ^^^^^^^^^^^^^^^^^^^^^^^
              AttributeError: 'str' object has no attribute 'items'

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Kazakhstan Consumer Mailing List — Market Intelligence Dataset

5,200,000 verified Kazakhstan contacts are available from LeadsBlue →. This open dataset provides the aggregate market intelligence behind that database — contact volume, benchmark open/reply rates, send timing, and compliance for the Kazakhstan segment.

At a glance: This dataset provides aggregated market-intelligence on the Kazakhstan Consumer Mailing List segment — real business-population statistics, cold-email performance benchmarks, and compliance context compiled by LeadsBlue Research.

Key figures

Metric Value
Verified contacts in segment 5,200,000
Typical email open rate 18-26%
Typical email reply rate 3-6%
Best send days Tuesday, Wednesday, Thursday
Best send time (local) 09:00-11:00 ALMT
Geography Kazakhstan
Industry verticals benchmarked 14
License CC BY 4.0

📥 Get the full Kazakhstan Consumer Mailing List — individual verified business records, ready to use: Download from LeadsBlue →

Market overview

Consumer (B2C) segment. Kazakhstan is the largest economy in Central Asia with a GDP of approximately $260 billion, anchored by the world's second-largest uranium reserves, substantial oil and gas production (approximately 1.9 million barrels per day), and a diversifying industrial base. The country ranks among the top global producers of uranium (42% of world supply), chromium, and lead, with the oil fields of Tengiz, Kashagan, and Karachaganak among the most significant energy projects in the former Soviet space. Beyond extractive industries, Kazakhstan has actively developed its financial services sector: the Astana International Financial Centre (AIFC), established in 2017, operates under English common law and has attracted over 2,000 registered companies and 100 financial institutions. Other major B2B industries include banking and insurance, construction and real estate, logistics (Kazakhstan's position on the New Silk Road between China and Europe creates substantial freight and customs brokerage B2B demand), IT and telecoms, and a growing agri-business sector exploiting the vast northern steppe agricultural land.

Kazakhstan's business culture is post-Soviet and hierarchical, with a strong emphasis on personal relationships, respect for seniority, and formal titles. The country is navigating a dual identity: a Kazakh national identity is being actively promoted (the script was changed from Cyrillic to Latin in 2023), while Russian remains the dominant language of business and internal corporate communication across much of the private sector. English proficiency is growing rapidly in Almaty and Nur-Sultan among the under-35 professional class, AIFC-registered firms, and multinationals. The dominant business mindset blends post-Soviet formality with an entrepreneurial spirit particularly visible in the Almaty tech and startup scene, which has produced a number of regional-scale businesses including Kaspi.kz (market cap over $20 billion) and Kolesa Group. Relationship establishment before vendor evaluation is standard expectation.

Primary business hubs: Almaty, Nur-Sultan (Astana), Shymkent, Karaganda, Aktau.

Outreach benchmarks & strategy

Russian remains the most effective language for B2B cold email outreach across Kazakhstan's corporate sector — it is the universal business language for formal correspondence regardless of the recipient's ethnic background. Kazakh-language outreach is increasingly valued for government-adjacent procurement and signals strong market commitment, but it requires native-quality translation. English is appropriate for AIFC-registered financial firms, international joint ventures, and contacts with clear international professional backgrounds. Subject lines should be formal and outcome-specific — leading with a concrete result or sector-specific insight rather than a product pitch. Optimal send timing is Tuesday through Thursday between 9am and 11am Almaty Time (UTC+5). Nur-Sultan (Astana) uses the same timezone. WhatsApp and Telegram are the primary informal business communication channels and a brief message sent after an email significantly increases reply rate. Avoid outreach during Nauryz (March 20-22, national holiday), Kurban Ait (variable Islamic holiday with significant business disruption), and the first two weeks of January. The single most important strategic insight for Kazakhstan is that the AIFC in Astana has created a distinct, internationally-oriented business community operating under English common law where cold email in English to formal AIFC-registered entity contacts achieves conversion rates comparable to developed Western markets.

Files in this dataset

File Contents
data/market_overview.csv Segment-level metrics: contact volume, benchmark rates, send timing
data/industry_benchmarks.csv Open/reply benchmarks across 14 industry verticals
data/compliance.csv Regulatory framework, business culture, decision-maker profile, hubs

Methodology

All numbers are segment-level aggregates from LeadsBlue's data operations and public baselines. The dataset is intentionally aggregate-only and contains no personally identifiable information.

How to cite

LeadsBlue Research. (2026). Kazakhstan Consumer Mailing List — Market Intelligence Dataset. Derived from the B2B Cold Email Benchmark Report 2026 (https://doi.org/10.5281/zenodo.20136256). CC BY 4.0. Source: https://leadsblue.com

@dataset{leadsblue_kazakhstan_consumer_mailing_list_2026,
  author    = {Johnson, Luther},
  title     = {Kazakhstan Consumer Mailing List -- Market Intelligence Dataset},
  year      = {2026},
  publisher = {LeadsBlue Research},
  doi       = {10.5281/zenodo.20136256},
  url       = {https://leadsblue.com/leads/kazakhstan-consumer-email-database/}
}

Source & full dataset

This aggregate dataset is published by LeadsBlue Research. The full verified consumer email list — with individual business contact records — is available at Kazakhstan Consumer Mailing List.

Related resources: Benchmark report (Zenodo) · Research hub · Interactive tools

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