datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
llm-bargaining-transcripts
LLM Bargaining Transcripts
240 complete two-agent bargaining games between large language models, played
under an alternating-offers protocol with private valuations, discounting, and
cheap talk. Every game records both agents' true valuations, their
private reasoning, what they claimed about their own position, and what
they actually did.
The dataset is designed to make misrepresentation measurable. Because the true
valuation and the claimed valuation are both recorded on every… See the full description on the dataset page: https://huggingface.co/datasets/CarlosGI/llm-bargaining-transcripts.price_bargaining_resultllm-bargaining-scenarios
LLM Bargaining Scenarios
Commodity-bargaining scenarios used in the paper Used Car Salesbots? Honesty and Credulity of
LLMs as Bargaining Agents under Partial Information
(Miceli-Barone, Belle, Cohen; 2026). Each scenario describes an item, a buyer persona, a seller
persona, and the reservation-price ranges from which the two agents' private reservation prices
are sampled per trial.
Files
Two views of the same 4561 scenarios are provided:
scenarios.jsonl (the… See the full description on the dataset page: https://huggingface.co/datasets/AnvaMiba/llm-bargaining-scenarios.2026.IM.Zero-Shot-Acausal-Bargaining
Zero-shot acausal bargaining transcripts
This public dataset contains complete role prompts, structured answers, summarized adaptive-thinking text, arbitrary action-code maps, payoff tables, token usage, errors, and pair-level analyses from an experiment on complementary bargaining without communication. North and South had conflicting utilities and normally had disjoint action strings; a deal occurred only when their independently selected strings decoded to the same… See the full description on the dataset page: https://huggingface.co/datasets/siddharthmb/2026.IM.Zero-Shot-Acausal-Bargaining.africa-ilo-ilr-cbct-noc-rt-collective-bargaining-coverage-rate
Collective bargaining coverage rate (%) | Africa (ILOSTAT) | Africa (Electric Sheep Africa metadata inventory)
Size category: n<1K - Formats: parquet - Sector: economics_finance - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.
What This Dataset… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-ilo-ilr-cbct-noc-rt-collective-bargaining-coverage-rate.bargaining_conversational_dataset.csvlanguage-of-bargaining
Language of Bargaining Dataset
Dataset Summary
This repo contains the Natural Language (NL) and Alternating Offer (AO) negotation transcript data as described in https://aclanthology.org/2023.acl-long.735.pdf.
The data includes the "Bargaining Act" annotations for the NL setting.
Dataset Information
Within the negotiations-data.zip compressed folder you will find two folders containing the AO and NL data.
Alternating Offers (AO)
The AO data is found… See the full description on the dataset page: https://huggingface.co/datasets/ChicagoHAI/language-of-bargaining.asia-ilo-ilr-cbct-noc-rt-collective-bargaining-coverage-rate
Collective bargaining coverage rate (%) | Asia (ILOSTAT)
🌏 143 observations · 18 Asia countries · 2000–2020 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 143 observations of Industrial relations data across 18 Asia countries, spanning 2000–2020, covering 1 distinct indicators.
About the source
ILOSTAT is the ILO's central statistics database, the leading global source for labour statistics. It compiles indicators across… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-ilo-ilr-cbct-noc-rt-collective-bargaining-coverage-rate.europe-owid-union-wage-bargaining-coverage-and-unemployment-across-the-oecd-20002017
Union Wage Bargaining Coverage And Unemployment Across The Oecd 20002017 | Europe (Our World in Data)
🇪🇺 21 observations · 21 Europe countries · 2000–2000 · Repackaged by Electric Sheep Europe
TL;DR
This dataset contains 21 observations of Union Wage Bargaining Coverage And Unemployment Across The Oecd 20002017 data across 21 Europe countries, spanning 2000–2000.
About the source
Source: Our World in Data
Publisher: Our World in Data
License:… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepeurope/europe-owid-union-wage-bargaining-coverage-and-unemployment-across-the-oecd-20002017.europe-ilo-ilr-cbct-noc-rt-collective-bargaining-coverage-rate
Collective bargaining coverage rate (%) | Europe (ILOSTAT)
🇪🇺 435 observations · 38 Europe countries · 2000–2020 · Repackaged by Electric Sheep Europe
TL;DR
This dataset contains 435 observations of Industrial relations data across 38 Europe countries, spanning 2000–2020, covering 1 distinct indicators.
About the source
ILOSTAT is the ILO's central statistics database, the leading global source for labour statistics. It compiles indicators… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepeurope/europe-ilo-ilr-cbct-noc-rt-collective-bargaining-coverage-rate.europe-owid-collective-wage-bargaining-coverage-and-unemployment-across-the-oecd
Collective Wage Bargaining Coverage And Unemployment Across The Oecd | Europe (Our World in Data)
🇪🇺 22 observations · 22 Europe countries · —–— · Repackaged by Electric Sheep Europe
TL;DR
This dataset contains 22 observations of Collective Wage Bargaining Coverage And Unemployment Across The Oecd data across 22 Europe countries.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Collective Wage… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepeurope/europe-owid-collective-wage-bargaining-coverage-and-unemployment-across-the-oecd.Termcat_Collective_Bargaining
[!NOTE]
Dataset origin: https://live.european-language-grid.eu/catalogue/lcr/19249
Description
Collective Bargaining terms
Citation
Termcat Collective Bargaining (2022). Version unspecified. [Dataset (Lexical/Conceptual Resource)]. Source: European Language Grid. https://live.european-language-grid.eu/catalogue/lcr/19249