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'

Need help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.

Kuwait Business Email Database — Market Intelligence Dataset

179,000 verified Kuwait 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 Kuwait segment.

At a glance: Market-intelligence reference data for the Kuwait Business Email Database audience — population scale, decision-maker structure, channel benchmarks, and compliance notes drawn from LeadsBlue's B2B data operations.

Key figures

Metric	Value
Verified contacts in segment	179,000
Typical email open rate	14-22%
Typical email reply rate	2-4.5%
Best send days	Sunday, Monday, Tuesday
Best send time (local)	09:00-11:00 AST
Geography	Kuwait
Industry verticals benchmarked	14
License	CC BY 4.0

📥 Get the full Kuwait Business Email Database — individual verified business records, ready to use: Download from LeadsBlue →

Market overview

Kuwait is a high-income Gulf state with a small but wealthy economy built on oil production. Kuwait City is the country's sole major commercial centre — a compact business hub housing the country's banks, investment houses, and trading companies. The Investment House sector is particularly significant: Kuwait Investment Authority (KIA) is one of the world's oldest and largest sovereign wealth funds. Kuwait's domestic economy is almost entirely driven by government spending from oil revenues, making government procurement an important B2B channel. The private sector is growing but remains largely concentrated in trading, retail, real estate, and financial services.

Primary business hubs: Kuwait City (Sharq, Salmiya, Hawalli business districts).

Outreach benchmarks & strategy

Kuwait B2B outreach is most effective through personal connections and formal introductions — Kuwait's business community is small enough that reputation networks dominate. Government-linked procurement (from the numerous state-owned enterprises and ministries) requires formal tender participation. English is widely used in business; Arabic builds cultural rapport. The International trade show presence (Build Kuwait, Medical Kuwait) is a practical entry channel.

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). Kuwait Business Email 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_kuwait_business_email_dataset_2026,
  author    = {Johnson, Luther},
  title     = {Kuwait Business Email Database -- Market Intelligence Dataset},
  year      = {2026},
  publisher = {LeadsBlue Research},
  doi       = {10.5281/zenodo.20136256},
  url       = {https://leadsblue.com/leads/kuwait-business-email-leads-database/}
}

Source & full dataset

This aggregate dataset is published by LeadsBlue Research. The full verified business email list — with individual business contact records — is available at Kuwait Business Email Database.

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

Downloads last month: 7

Total file size:

22 kB