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
                  raise e1 from None
                File "/usr/local/lib/python3.12/site-packages/datasets/load.py", line 1182, in dataset_module_factory
                  ).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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Belarus BB Database — Market Intelligence Dataset

266,253 verified Belarus 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 Belarus segment.

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

Key figures

Metric	Value
Verified contacts in segment	266,253
Typical email open rate	8-14%
Typical email reply rate	1-2.5%
Best send days	Tuesday, Wednesday
Best send time (local)	10:00-12:00 FET
Geography	Belarus
Industry verticals benchmarked	14
License	CC BY 4.0

📥 Get the full Belarus BB Database — individual verified business records, ready to use: Download from LeadsBlue →

Market overview

Belarus is a landlocked Eastern European country operating under significant international sanctions following the disputed 2020 election and the regime's support for Russia's 2022 invasion of Ukraine. Most Western companies have limited or eliminated Belarusian operations. Minsk was previously a significant IT hub — PandaDoc, EPAM Systems, and Wargaming (World of Tanks) were all founded or based in Minsk. Many Belarusian tech companies and professionals have relocated internationally.

Primary business hubs: Minsk (Hi-Tech Park).

Outreach benchmarks & strategy

B2B outreach into Belarus from Western companies requires sanctions screening. Most standard commercial engagement is restricted. Belarusian tech talent has largely relocated to Georgia, Poland, Lithuania, and other markets and can be accessed through those relocated companies.

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

Figures are aggregated and anonymized from LeadsBlue's verified contact operations and public business-registry baselines. No personal records are included in this dataset — only segment-level statistics.

How to cite

LeadsBlue Research. (2026). Belarus BB Database — 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_belarus_bb_dataset_2026,
  author    = {Johnson, Luther},
  title     = {Belarus BB Database -- Market Intelligence Dataset},
  year      = {2026},
  publisher = {LeadsBlue Research},
  doi       = {10.5281/zenodo.20136256},
  url       = {https://leadsblue.com/leads/belarus-business-email-leads-database/}
}

Source & full dataset

This aggregate dataset is published by LeadsBlue Research. The full verified targeted email list — with individual business contact records — is available at Belarus BB Database.

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

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