datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
erc8004-events
ERC-8004 On-Chain Events
Raw event logs from ERC-8004 Identity and Reputation Registry contracts, archived across all mainnet deployments.
ERC-8004 is an on-chain agent identity and reputation standard. This dataset captures every IdentityRegistered, ReputationUpdated, and related event emitted since each chain's contract deployment.
Dataset Structure
Data is organized by EIP-155 chain ID:
<chain_id>/
identity.parquet # IdentityRegistry events… See the full description on the dataset page: https://huggingface.co/datasets/qntx/erc8004-events.erc8004-vs-a2a-governance
Agentic Protocol Governance · v2.0.0
The current, self-contained release is releases/v2.0.0/. It supplies the public inputs, fixed annotations, reference results, locked analysis code and one reproduction entry point for the submitted study. You do not need another Git repository or the private research workspace.
Download and reproduce
Requirements: Python 3.14, uv, and make. Dependency installation may use the network; the analyses make no hosted-model calls.… See the full description on the dataset page: https://huggingface.co/datasets/kl41r3/erc8004-vs-a2a-governance.ERC20-Tokens-Ethereum-Cryptocurrency-Data
ERC20-Tokens-Ethereum-Cryptocurrency-Data
Hive-partitioned Parquet export of BlockDB erc20_tokens (Ethereum).
Load
from datasets import load_dataset
ds = load_dataset("BlockDB/ERC20-Tokens-Ethereum-Cryptocurrency-Data", split="train")
Files live under data/year=YYYY/month=MM/part-NNNN.parquet.
Range: 2023-08 .. 2026-06 (UTC calendar months).
Schema
column
type
block_timestamp
timestamp
block_number
int64
tx_index
int32
contract_id… See the full description on the dataset page: https://huggingface.co/datasets/BlockDB/ERC20-Tokens-Ethereum-Cryptocurrency-Data.ERC721-Tokens-Ethereum-Cryptocurrency-Data
ERC721-Tokens-Ethereum-Cryptocurrency-Data
Hive-partitioned Parquet export of BlockDB erc721_tokens (Ethereum).
Load
from datasets import load_dataset
ds = load_dataset("BlockDB/ERC721-Tokens-Ethereum-Cryptocurrency-Data", split="train")
Files live under data/year=YYYY/month=MM/part-NNNN.parquet.
Range: 2023-08 .. 2026-06 (UTC calendar months).
Schema
column
type
block_timestamp
timestamp
block_number
int64
tx_index
int32… See the full description on the dataset page: https://huggingface.co/datasets/BlockDB/ERC721-Tokens-Ethereum-Cryptocurrency-Data.ERC1155-Tokens-Ethereum-Cryptocurrency-Data
ERC1155-Tokens-Ethereum-Cryptocurrency-Data
Hive-partitioned Parquet export of BlockDB erc1155_tokens (Ethereum).
Load
from datasets import load_dataset
ds = load_dataset("BlockDB/ERC1155-Tokens-Ethereum-Cryptocurrency-Data", split="train")
Files live under data/year=YYYY/month=MM/part-NNNN.parquet.
Range: 2015-08 .. 2026-06 (UTC calendar months).
Schema
column
type
block_timestamp
timestamp
block_number
int64
tx_index
int32… See the full description on the dataset page: https://huggingface.co/datasets/BlockDB/ERC1155-Tokens-Ethereum-Cryptocurrency-Data.erc20-dtamerc8004-reader
ERC-8004 reader
DISCOVERED — reader facts from the ERC-8004 Identity registry (CREATE2 0x8004a169fb4a3325136eb29fa0ceb6d2e539a432, live on mainnets): registrations read via keyless public RPC (eth_call tokenURI), declared service endpoints probed three-state for liveness. Nothing minted, no transactions ever, Validation mainnet PENDING. The live board is GET https://councilof.ai/api/gspc.
The headline: we measured the REAL agents, not the registry noise. The 8004scan
indexer… See the full description on the dataset page: https://huggingface.co/datasets/csoai/erc8004-reader.DPriv-Bench
DPrivBench: Benchmarking LLMs’ Reasoning for Differential Privacy
DPrivBench is a benchmark for evaluating whether language models can correctly reason about and verify claimed differential privacy (DP) guarantees from natural-language/LaTeX-format problem statements.
This release contains evaluation data from seven benchmark configs, along with one auxiliary function bank:
Category 1: 6 fundamental mechanism tracks, each with 98 questions.
Category 2: 125 more advanced… See the full description on the dataset page: https://huggingface.co/datasets/erchiw/DPriv-Bench.ercot-hourly-demand-weather
ERCOT Hourly Electricity Demand + Population-Weighted Weather (2015 to 2026)
A model-ready hourly time series for Texas grid load forecasting: ERCOT
balancing-authority demand (MWh) pre-joined to population-weighted metro
temperature, with calendar, holiday, and degree-hour features: 98,481
hours from 2015-07-01 to 2026-09-24, no missing hours, every imputed or
preliminary value explicitly flagged.
The demand-temperature "U" above is the dataset's signature: mean demand
bottoms… See the full description on the dataset page: https://huggingface.co/datasets/Arimancy/ercot-hourly-demand-weather.ETH-and-ERC20-Transfers-Ethereum-Cryptocurrency-Data
ETH and ERC-20 Transfers — Ethereum Cryptocurrency Data
Native ETH (transaction and internal), plus all ERC-20 transfers on Ethereum mainnet.
Chain
Ethereum mainnet (chain_id 1)
Coverage
2015-08 → 2025-10 (UTC, by block_timestamp)
Transfer types
0 native tx, 1 native internal, 2 ERC-20
Format
Parquet, Hive partitions data/year=YYYY/month=MM/
Source
BlockDB blockdb0304_token_transfers_v1
Schema
Token Transfers — data catalog
Files
data/… See the full description on the dataset page: https://huggingface.co/datasets/BlockDB/ETH-and-ERC20-Transfers-Ethereum-Cryptocurrency-Data.sci-ercmanibar-act-erc-black-switches-02This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
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"total_episodes": 81,
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"splits": {
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"data_path": "data/chunk-{chunk_index:03d}/file-{file_index:03d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/fhnwrover/manibar-act-erc-black-switches-02.manibar-erc-red_switchThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
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"total_episodes": 24,
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"splits": {
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"data_path": "data/chunk-{chunk_index:03d}/file-{file_index:03d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/fhnwrover/manibar-erc-red_switch.ercot
ercot (TsFile format)
This repository contains time-series forecasting data stored in Apache TsFile format.
Summary
FEV subset: ercot
Unified source collection: autogluon/fev_datasets
Original source: https://github.com/ourownstory/neuralprophet-data/tree/main/datasets_raw/energy
Series: 8
Modalities: Time-series
TsFile rows (flattened observations): 1,299,648
Frequencies: 1D, 1H, 1M, 1W
TsFile files: 5
Time precision: milliseconds (INT64).
Licensing and… See the full description on the dataset page: https://huggingface.co/datasets/THULab/ercot.manibar-erc_variousThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
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"robot_type": null,
"total_episodes": 120,
"total_frames": 40432,
"total_tasks": 4,
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"splits": {
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"data_path": "data/chunk-{chunk_index:03d}/file-{file_index:03d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/fhnwrover/manibar-erc_various.manibar-erc-black_switchThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
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"total_episodes": 83,
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"data_path": "data/chunk-{chunk_index:03d}/file-{file_index:03d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/fhnwrover/manibar-erc-black_switch.erc8004-vs-a2a-governance
ERC-8004 vs Google A2A Governance Dataset
Full raw + annotated dataset for RQ1: DAO governance vs. corporate governance in technology
standardization — comparing ERC-8004 (Trustless Agents, EIP/DAO process) against Google A2A
(Agent-to-Agent protocol, corporate hierarchy).
GitHub repository: kl41r3/erc8004-a2a-case-study — complete computational pipeline (scraping → LLM annotation → analysis → figures).
Research Context
Research Question: Compared to… See the full description on the dataset page: https://huggingface.co/datasets/global-nomad-nexus/erc8004-vs-a2a-governance.subCat-human
SubCat: A Dataset of Subordinate Categories in Human Mind and LLMs for the Italian Language
A psycholinguistic italian dataset released with the paper How Humans and LLMs Organize Conceptual Knowledge: Exploring Subordinate Categories in Italian. It contains a list of subordiante categories, or exemplars, for 187 concrete words or, basic-level categories.
Dataset Creation
The dataset was created to study how Italian L1 speakers generate exemplars for common… See the full description on the dataset page: https://huggingface.co/datasets/ABSTRACTION-ERC/subCat-human.manibar-erc-fi_switchThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"robot_type": null,
"total_episodes": 11,
"total_frames": 3300,
"total_tasks": 1,
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"fps": 20,
"splits": {
"train": "0:11"
},
"data_path": "data/chunk-{chunk_index:03d}/file-{file_index:03d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/fhnwrover/manibar-erc-fi_switch.subCat-llm
SubCat: A Dataset of Subordinate Categories in Human Mind and LLMs for the Italian Language
A psycholinguistic italian dataset released with the paper How Humans and LLMs Organize Conceptual Knowledge: Exploring Subordinate Categories in Italian. It contains a list of subordiante categories, or exemplars, for 187 concrete words or, basic-level categories.
This repository contains the generations obtained by prompting a series of LLMs to replicate the human experiment. You can… See the full description on the dataset page: https://huggingface.co/datasets/ABSTRACTION-ERC/subCat-llm.er_cost_marginrl_r1_distill_1.5b_compression_n16_b512_32k_lr1e-6_kl0_seed42-rollouts
er_cost_marginrl_r1_distill_1.5b_compression_n16_b512_32k_lr1e-6_kl0_seed42 rollouts
This dataset contains one compressed JSONL shard for every completed training
step. The step and rollout_index columns uniquely locate a rollout within
this training run. Run metadata and per-step row counts are recorded in
rollout_manifest.json.
erc20-transfersercot-hourly-demand-weather
ERCOT Hourly Electricity Demand + Population-Weighted Weather (2015 to 2026)
A model-ready hourly time series for Texas grid load forecasting: ERCOT
balancing-authority demand (MWh) pre-joined to population-weighted metro
temperature, with calendar, holiday, and degree-hour features: 97,849
hours from 2015-07-01 to 2026-08-29, no missing hours, every imputed or
preliminary value explicitly flagged.
The demand-temperature "U" above is the dataset's signature: mean demand
bottoms… See the full description on the dataset page: https://huggingface.co/datasets/lshfoodiodihqwd/ercot-hourly-demand-weather.ERC
将MELD和EmoryNLP数据集混合并修改为可以使用ChatGLM3官方微调方法微调的格式
数据集信息描述：
本仓库针对ERC任务对原始数据集进行改写
仓库文件介绍：
dev.json：验证集（500条）
train.json：训练集（17561条）
test.json：测试集（2889条）
erc-classification-datasetERC Panel Classification Dataset
Dataset Overview
The ERC Panel Classification Dataset is designed to fine-tune a multi-label classifier to predict one or more ERC (European Research Council) panels based on research paper titles and abstracts. The dataset consists of three splits: train, test-panels, and test-humans.
train: The training set was generated through pseudolabeling using outputs from three different large language models (LLMs). The dataset contains multi-label panel… See the full description on the dataset page: https://huggingface.co/datasets/SIRIS-Lab/erc-classification-dataset.erc25_mp_rotate_switch_02This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.1",
"robot_type": "so101_follower",
"total_episodes": 15,
"total_frames": 2824,
"total_tasks": 1,
"total_videos": 30,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 30,
"splits": {
"train": "0:15"
},
"data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/sancov/erc25_mp_rotate_switch_02.ercot-rtcb-v1
ERCOT-RTCB v1
A daily proxy benchmark for feasibility-aware battery dispatch
under ERCOT Real-Time Co-optimization Plus Batteries (RTC+B).
Dataset Description
304-day daily panel (June 2025 to March 2026) with real-time LMP,
MCPC for seven ancillary-service products, weather, and calendar
features. Observed five-minute MCPC covers 7 in-window days; the
remaining 297 use a frozen folded-normal generator calibrated from
a 14-day public sample. Each row carries an… See the full description on the dataset page: https://huggingface.co/datasets/anonymoususermargin/ercot-rtcb-v1.ERC721-Tokens-Ethereum-And-EVM-Cryptocurrency-DataSmall evaluation sample.
0202 · blockdb_evm.b0202_erc721_tokens_v1 - Catalog of ERC-721 NFT collection contracts (EIP-721).
🌐 BlockDB docs — schema, API, WebSocket & signup
erc25_mp_rotate_switch_03This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
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"robot_type": "so101_follower",
"total_episodes": 25,
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"total_chunks": 1,
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"splits": {
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"data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/sancov/erc25_mp_rotate_switch_03.erc8004-base-census-jun2026
ERC-8004 Base Mainnet Census — June 2026
Read-only census of AI agents registered under ERC-8004 (Trustless Agents) on Base mainnet, taken at block 47,041,190 (June 7, 2026).
Headline numbers (full scan + uniform sample):
54,802 agents registered in the IdentityRegistry (0x8004A1...a432, deployed Feb 3, 2026)
Uniform random sample of 2,000 agents queried against the ReputationRegistry (0x8004BAa1...9b63):
52.8% have at least one feedback client; median 1 client per agent, max… See the full description on the dataset page: https://huggingface.co/datasets/rsoft-latam/erc8004-base-census-jun2026.