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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Finland Consumer Email List — Market Intelligence Dataset

2,900,000 verified Finland 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 Finland segment.

At a glance: This dataset provides aggregated market-intelligence on the Finland Consumer Email 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	2,900,000
Typical email open rate	15-22%
Typical email reply rate	2.5-5.5%
Best send days	Tuesday, Wednesday, Thursday
Best send time (local)	08:00-10:00 EET
Geography	Finland
Industry verticals benchmarked	14
License	CC BY 4.0

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

Market overview

Consumer (B2C) segment. Finland consistently leads global rankings in education, digital infrastructure, and innovation capacity — the World Economic Forum consistently ranks it among the top 5 most competitive economies globally. Helsinki and the surrounding Uusimaa region concentrate the majority of Finnish business activity. Finland's major global industries include Nokia (mobile networks infrastructure), KONE (elevators and escalators), Neste (renewable fuels), Wärtsilä (marine and energy technology), and a gaming sector that punches far above its weight (Rovio, Supercell). The startup ecosystem is sophisticated and well-funded, generating consistent unicorns.

Primary business hubs: Helsinki, Espoo (Nokia HQ, Aalto University tech park), Tampere, Turku, Oulu.

Outreach benchmarks & strategy

Finnish B2B cold email benefits from a culture that values substance and efficiency. Finns are famously direct and quiet — they do not make small talk for its own sake and appreciate emails that do the same. A cold email that is factually precise, free of corporate filler language, and makes a clear single ask will perform better than a relationship-building narrative. English proficiency is very high. Finnish executives are known for taking unusually long silences before responding — this is normal and not a sign of disinterest.

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). Finland Consumer Email 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_finland_consumer_dataset_2026,
  author    = {Johnson, Luther},
  title     = {Finland Consumer Email List -- Market Intelligence Dataset},
  year      = {2026},
  publisher = {LeadsBlue Research},
  doi       = {10.5281/zenodo.20136256},
  url       = {https://leadsblue.com/leads/finland-consumer-email-database-2/}
}

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 Finland Consumer Email List.

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

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