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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Argentina Business Email List — Market Intelligence Dataset

530,000 verified Argentina 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 Argentina segment.

At a glance: This dataset provides aggregated market-intelligence on the Argentina Business 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	530,000
Typical email open rate	17-25%
Typical email reply rate	3-6%
Best send days	Tuesday, Wednesday, Thursday
Best send time (local)	09:00-11:00 ART
Geography	Argentina
Industry verticals benchmarked	14
License	CC BY 4.0

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

Market overview

Argentina has the 3rd largest economy in Latin America and a highly educated, sophisticated B2B market despite recurring macroeconomic volatility. Buenos Aires is a genuine global city with a density of professional services, technology companies, and multinational regional offices comparable to cities twice its economic weight. The Argentine technology sector has consistently produced globally competitive companies — Mercado Libre (the 'eBay of Latin America'), OLX, Despegar, and Auth0 all originated in Buenos Aires. The agricultural export sector (soy, wheat, beef, wine) generates significant B2B activity around trading houses, agtech, and logistics.

Primary business hubs: Buenos Aires (Palermo, Puerto Madero, San Telmo tech cluster), Córdoba, Mendoza, Rosario.

Outreach benchmarks & strategy

Argentine B2B cold email in Spanish or English works well — Argentines are sophisticated, digitally literate, and receptive to international business relationships. The technology community in Buenos Aires (particularly in Palermo and Belgrano tech clusters) is globally connected and actively seeking international partnerships and clients. Despite macroeconomic instability, Argentine professionals are accustomed to working in USD-denominated contracts. Decision-making is relatively fast for LATAM — Argentine business culture is more direct than Brazilian equivalents.

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). Argentina Business 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_argentina_business_dataset_2026,
  author    = {Johnson, Luther},
  title     = {Argentina Business Email List -- Market Intelligence Dataset},
  year      = {2026},
  publisher = {LeadsBlue Research},
  doi       = {10.5281/zenodo.20136256},
  url       = {https://leadsblue.com/leads/argentina-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 Argentina Business Email List.

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

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