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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Taiwan Consumer Mailing List — Market Intelligence Dataset

25,000,000 verified Taiwan 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 Taiwan segment.

At a glance: A research dataset describing the Taiwan Consumer Mailing List market: verified-contact volume, industry distribution, outreach benchmarks, and regulatory framework, published by LeadsBlue Research under CC BY 4.0.

Key figures

Metric	Value
Verified contacts in segment	25,000,000
Typical email open rate	18-26%
Typical email reply rate	2.5-5.5%
Best send days	Tuesday, Wednesday, Thursday
Best send time (local)	09:00-11:00 TST
Geography	Taiwan
Industry verticals benchmarked	14
License	CC BY 4.0

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

Market overview

Consumer (B2C) segment. Taiwan is a high-income economy with a GDP of approximately $800 billion and one of the world's most concentrated technology ecosystems. The island produces over 90% of the world's advanced semiconductors and hosts global leaders across chip manufacturing (TSMC), electronics (Foxconn, Asus, Acer), and precision machinery. Taipei's Neihu and Nangang districts are the primary tech and corporate hubs, while Hsinchu Science Park is the country's silicon valley equivalent. Taiwan's B2B market is characterised by dense SME networks, deeply integrated supply chains, and a manufacturing culture that rewards technical precision and long-term relationships over quick wins.

Despite its size, Taiwan's B2B purchasing community is relatively reachable — English proficiency is reasonable at senior levels, especially in technology and export-focused industries. Decision cycles in manufacturing and electronics tend to be longer but more predictable than in consumer markets. Taiwan operates in a complex geopolitical environment, which means international vendors who position stability and supply chain resilience as value propositions receive particularly receptive audiences.

Primary business hubs: Taipei, Hsinchu, Taichung, Kaohsiung, Tainan.

Outreach benchmarks & strategy

Cold email to Taiwan works best in English for technology and export-facing companies, and in Traditional Chinese for domestic-focused SMEs. Subject lines should emphasise technical capability, compliance certifications, or supply-chain value rather than cost savings. Timing: Tuesday to Thursday, 9am to 11am Taiwan Standard Time (UTC+8). Avoid the Lunar New Year period (January/February) and the Golden Week equivalent holidays. A first email introducing capability, a second with a specific case study from the semiconductor or electronics vertical, and a third with a demo invitation is a reliable 3-touch structure.

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

Statistics are derived from LeadsBlue's verified database counts combined with published market baselines. This dataset contains aggregate figures only; it includes no individual contact records.

How to cite

LeadsBlue Research. (2026). Taiwan 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_taiwan_consumer_mailing_list_2026,
  author    = {Johnson, Luther},
  title     = {Taiwan Consumer Mailing List -- Market Intelligence Dataset},
  year      = {2026},
  publisher = {LeadsBlue Research},
  doi       = {10.5281/zenodo.20136256},
  url       = {https://leadsblue.com/leads/taiwan-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 Taiwan Consumer Mailing List.

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

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