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.erc20-dtamDPriv-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.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.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.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.manibar-erc-black_switchThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"robot_type": null,
"total_episodes": 83,
"total_frames": 26634,
"total_tasks": 1,
"chunks_size": 1000,
"data_files_size_in_mb": 100,
"video_files_size_in_mb": 200,
"fps": 20,
"splits": {
"train": "0:83"
},
"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.manibar-act-erc-black-switches-02This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"robot_type": null,
"total_episodes": 81,
"total_frames": 25929,
"total_tasks": 1,
"chunks_size": 1000,
"data_files_size_in_mb": 100,
"video_files_size_in_mb": 200,
"fps": 20,
"splits": {
"train": "0:81"
},
"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:
{
"codebase_version": "v3.0",
"robot_type": null,
"total_episodes": 24,
"total_frames": 9730,
"total_tasks": 1,
"chunks_size": 1000,
"data_files_size_in_mb": 100,
"video_files_size_in_mb": 200,
"fps": 20,
"splits": {
"train": "0:24"
},
"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.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.manibar-erc_variousThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"robot_type": null,
"total_episodes": 120,
"total_frames": 40432,
"total_tasks": 4,
"chunks_size": 1000,
"data_files_size_in_mb": 100,
"video_files_size_in_mb": 200,
"fps": 20,
"splits": {
"train": "0:120"
},
"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-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,
"chunks_size": 1000,
"data_files_size_in_mb": 100,
"video_files_size_in_mb": 200,
"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.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.erc25_mp_rotate_switch_03This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.1",
"robot_type": "so101_follower",
"total_episodes": 25,
"total_frames": 4274,
"total_tasks": 1,
"total_videos": 50,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 30,
"splits": {
"train": "0:25"
},
"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.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.eval_erc25_mp_rotate_switch_03This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.1",
"robot_type": "so101_follower",
"total_episodes": 5,
"total_frames": 1240,
"total_tasks": 1,
"total_videos": 10,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 30,
"splits": {
"train": "0:5"
},
"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/eval_erc25_mp_rotate_switch_03.eval_erc25_mp_rotate_switch_04This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.1",
"robot_type": "so101_follower",
"total_episodes": 10,
"total_frames": 4826,
"total_tasks": 1,
"total_videos": 20,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 30,
"splits": {
"train": "0:10"
},
"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/eval_erc25_mp_rotate_switch_04.erc25_maintenance_switch_so101_01This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.1",
"robot_type": "so101_follower",
"total_episodes": 25,
"total_frames": 9315,
"total_tasks": 1,
"total_videos": 50,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 30,
"splits": {
"train": "0:25"
},
"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_maintenance_switch_so101_01.erc20-metadataerc-20-500-transfers-statusmanibar_erc-panel-01