datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
llm-network-study-data
LLM-Network-Study-Data
Per-request network captures (.pcapng) collected by the
LLM-Network-Study benchmark harness (benchmark.py and the
per-workload test scripts). Each directory holds one capture file per request,
named request_<id>_run<n>_<timestamp>.pcapng.
A directory name encodes four dimensions:
<capture-env>_<provider/model>_<workload>[_<dataset/variant>]_results
Dimension legend
Dimension
Values
Meaning
Capture env
ethernet
Wired connection to… See the full description on the dataset page: https://huggingface.co/datasets/wayslab/llm-network-study-data.bitcoin-network-propagation
Bitcoin network propagation
Timestamped block and transaction announcements received from connected Bitcoin peers, with peer metadata and advertised relay-fee floors. These observations support analysis of announcement timing and differences between connected peers.
Contents
Table
Record
bitcoin_block_announcements
A peer's announcement of a block, timestamped on receipt
bitcoin_transaction_announcements
A retained transaction announcement from a peer… See the full description on the dataset page: https://huggingface.co/datasets/dataforge-labs/bitcoin-network-propagation.dogecoin-network-propagation
Dogecoin network propagation
Timestamped block and transaction announcements received from connected Dogecoin peers, with peer metadata and advertised relay-fee floors. These observations support analysis of announcement timing and differences between connected peers.
Contents
Table
Record
dogecoin_block_announcements
A peer's announcement of a block, timestamped on receipt
dogecoin_transaction_announcements
A retained transaction announcement from a… See the full description on the dataset page: https://huggingface.co/datasets/dataforge-labs/dogecoin-network-propagation.bitcoin-cash-network-propagation
Bitcoin Cash network propagation
Timestamped block and transaction announcements received from connected Bitcoin Cash peers, with peer metadata and advertised relay-fee floors. These observations support analysis of announcement timing and differences between connected peers.
Contents
Table
Record
bitcoin_cash_block_announcements
A peer's announcement of a block, timestamped on receipt
bitcoin_cash_transaction_announcements
A retained transaction… See the full description on the dataset page: https://huggingface.co/datasets/dataforge-labs/bitcoin-cash-network-propagation.litecoin-network-propagation
Litecoin network propagation
Timestamped block and transaction announcements received from connected Litecoin peers, with peer metadata and advertised relay-fee floors. These observations support analysis of announcement timing and differences between connected peers.
Contents
Table
Record
litecoin_block_announcements
A peer's announcement of a block, timestamped on receipt
litecoin_transaction_announcements
A retained transaction announcement from a… See the full description on the dataset page: https://huggingface.co/datasets/dataforge-labs/litecoin-network-propagation.network_paperglobal-meteor-network
Global Meteor Network Trajectory Data
Credit: NASA/ESA
Part of a dataset collection on Hugging Face.
Dataset description
Individual meteor trajectory solutions from the Global Meteor Network (GMN), a worldwide network of 500+ all-sky cameras operated by volunteer astronomers. Each row is one detected meteor with orbital elements derived from multi-station triangulation.
The GMN was founded in 2018 and has grown to cover all longitudes from Europe, the… See the full description on the dataset page: https://huggingface.co/datasets/juliensimon/global-meteor-network.ncbi-dataset-for-genome-network-pretrainingAIRBOT_MMK2_place_the_network_cable_and_mouse_box
AIRBOT_MMK2_place_the_network_cable_and_mouse_box
📋 Overview
This dataset uses an extended format based on LeRobot and is fully compatible with LeRobot.
Robot Type: discover_robotics_aitbot_mmk2
| Codebase Version: v2.1
End-Effector Type: five_finger_hand
🏠 Scene Types
This dataset covers the following scene types:
home
🤖 Atomic Actions
This dataset includes the following atomic actions:
grasp
pick
place
📊 Dataset Statistics… See the full description on the dataset page: https://huggingface.co/datasets/RoboCOIN/AIRBOT_MMK2_place_the_network_cable_and_mouse_box.Network-Intrusion-Detection-DataTON_IoT_network
TON IoT Network
The TON IoT train test network dataset provided by https://research.unsw.edu.au/projects/toniot-datasets
Dataset Details
The datasets have been called 'ToN_IoT' as they include heterogeneous data sources collected from Telemetry datasets of IoT and IIoT sensors, Operating systems datasets of Windows 7 and 10 as well as Ubuntu 14 and 18 TLS and Network traffic datasets. The datasets were collected from a realistic and large-scale network designed at the… See the full description on the dataset page: https://huggingface.co/datasets/codymlewis/TON_IoT_network.network-intrusion-detection
network-intrusion-detection
Dataset Description
This dataset contains cybersecurity events collected from honeypot infrastructure.
The data has been processed and feature-engineered for machine learning applications in threat detection and security analytics.
Feature Categories
Network Features
Connection flow statistics (bytes, packets, duration)
Protocol-specific metrics
Geographic information
IP reputation data
Behavioral Features… See the full description on the dataset page: https://huggingface.co/datasets/pyToshka/network-intrusion-detection.multi-modal-derived-brain-network
PPMI Connectivity Graphs — HF Staging (Derivatives)
This dataset ships ready-to-use functional brain connectivity graphs derived from the PPMI cohort in a BIDS-ish derivatives layout. For each subject and parcellation, we include:
ROI time-series (*_desc-timeseries_parc-<name>.mat)
Pearson correlation connectivity matrix (*_desc-correlation_matrix_parc-<name>.mat)
JSON sidecars with summary fields (nodes, measure, symmetric/weighted flags)
Contents
data/… See the full description on the dataset page: https://huggingface.co/datasets/pakkinlau/multi-modal-derived-brain-network.synthetic-social-networks
Synthetic Social Networks (Dataset)
Raw experimental outputs from the Synthetic Social Networks study:
59,776 in-character LLM-agent posts from 528 production trials, and
64,562 posts total when the original pipeline-verification runs are
included. The artifact combines an exploratory stage with a separately
frozen, preregistered 448-trial matched-exposure confirmation. Each production
trial includes peer-vote traces from in-character voting by other agents.… See the full description on the dataset page: https://huggingface.co/datasets/ranausmans/synthetic-social-networks.bridge_network_mlm_hidden_statesNADW-network-attacks-dataset
Network Traffic Dataset for Anomaly Detection
Overview
This project presents a comprehensive network traffic dataset used for training AI models for anomaly detection in cybersecurity. The dataset was collected using Wireshark and includes both normal network traffic and various types of simulated network attacks. These attacks cover a wide range of common cybersecurity threats, providing an ideal resource for training systems to detect and respond to real-time network… See the full description on the dataset page: https://huggingface.co/datasets/onurkya7/NADW-network-attacks-dataset.network-traffic-anomaly
Network Traffic Anomaly Dataset
A processed and curated dataset for network traffic anomaly detection, derived from the CSE‑CIC‑IDS2018 intrusion detection dataset.This dataset is designed for machine learning and deep learning research on network security, intrusion detection, and anomaly detection.
Dataset link: https://huggingface.co/datasets/abmallick/network-traffic-anomaly
Important:This dataset is created from the CSE‑CIC‑IDS2018 dataset and restructured to be easier to use… See the full description on the dataset page: https://huggingface.co/datasets/abmallick/network-traffic-anomaly.network-traffic-detection
Network Traffic Detection Dataset
A curated dataset for network traffic anomaly detection, derived from the BCCC-CSE-CIC-IDS2018 intrusion detection dataset, which itself is an enhanced version of CSE-CIC-IDS2018This dataset is restructured for modern machine learning and deep learning research on network security and intrusion detection.
[!IMPORTANT]The raw dataset (~90GB) was fragmented across 34 .csv files. To optimize for ML workflows, the data was merged and compressed into… See the full description on the dataset page: https://huggingface.co/datasets/init5iv3/network-traffic-detection.Marvel_network
Dataset Card for Marvel Network
This is a dataset for Marvel universe social network, which contains the relationships between Marvel heroes.
Dataset Description
The Marvel Comics character collaboration graph was originally constructed by Cesc Rosselló, Ricardo Alberich, and Joe Miro from the University of the Balearic Islands. They compare the characteristics of this universe to real-world collaboration networks, such as the Hollywood network, or the one created by… See the full description on the dataset page: https://huggingface.co/datasets/ShimizuYuki/Marvel_network.data-road_network_eta
Korea Road Network ETA (v3)
16개 광역지자체 도로망 그래프. 시간대별 평균 통행속도(p50)가 부착되어 있어
ETA(예상소요시간) 산정·라우팅·배차 시뮬레이션에 바로 사용 가능합니다.
Contents
각 region 마다 self-contained 파일 두 개:
{region}_osm_v3_nodes.parquet — 노드 (node_id, lat, lon)
{region}_osm_v3_edges.parquet — 엣지 (source, target, length_m,
highway, oneway, ktdb_matched, …, 시간대별 속도 컬럼)
Regions (16)
seoul, busan, daegu, incheon, gwangju, daejeon, ulsan, sejong,
gyeonggi, gangwon, chungbuk, chungnam, jeonbuk… See the full description on the dataset page: https://huggingface.co/datasets/CAMUS-LAB/data-road_network_eta.proto-social-network-canal-barra
Canal Barra Digital Archaeology Dataset
This dataset preserves structured historical evidence related to Canal Barra, a Brazilian digital community founded in 1996 around the #barra IRC channel on the BRASnet network.
Canal Barra combined IRC communication, web-based profiles, persistent nicknames, access-level governance and recurring in-person meetings in Rio de Janeiro. The dataset supports historical and academic investigation into Canal Barra as an early… See the full description on the dataset page: https://huggingface.co/datasets/raphaelnercessian/proto-social-network-canal-barra.lens-network-traffic-generation
Lens Network Traffic Generation Benchmark
Network-traffic generation data used to evaluate Lens, a knowledge-guided foundation model
for network traffic (TMLR). Each of the 8 source datasets is a HuggingFace config,
with train / validation / test splits and a unified schema.
This is the generation counterpart of the classification benchmark
Charles59/lens-network-traffic.
ℹ️ All data is derived from publicly available academic traffic datasets
obtained via the NetBench… See the full description on the dataset page: https://huggingface.co/datasets/Charles59/lens-network-traffic-generation.network_securityroman-letters-network
Roman Letters Network (Parquet Version)
This is a Parquet conversion of the craigvg/roman-letters-network dataset.
Dataset Description
The original dataset contains 7,049 surviving letters from the late Roman Empire (approximately 100-800 AD), drawn from 54 collections.
This repository provides the data in Parquet format for easier use with modern data processing tools like DuckDB, Polars, and Pandas.
Files
authors.parquet: Metadata about the… See the full description on the dataset page: https://huggingface.co/datasets/balassit/roman-letters-network.chilean-political-signed-network
Chilean Political Signed Network (2014–2026)
A signed directed network of Chilean political actors, extracted at scale from ~480k
news articles spanning three governments (Bachelet II, Piñera II, Boric). Each edge is
a polarized political act between two actors: actor_u → act_type → actor_v with a
sign (+1 ally / −1 antagonist / 0 neutral).
480,002 articles → 239,684 connected actor nodes → 2,539,835 signed edges
Window: 2014–2026 · 3 administrations · two constitutional… See the full description on the dataset page: https://huggingface.co/datasets/bpalacios/chilean-political-signed-network.quantum-networking-and-distributed
Neura Parse — Quantum Networking, Repeaters & Distributed Quantum Computing
A systems-frontier vertical on connecting quantum devices: entanglement distribution and distillation, quantum repeaters, quantum-internet protocol stacks, quantum memories/transduction, and modular/distributed quantum computing (nonlocal gates, circuit knitting across nodes, blind/verifiable delegated computation). Covers protocol and simulation methods used with tools such as NetSquid and SeQUeNCe… See the full description on the dataset page: https://huggingface.co/datasets/Neura-parse/quantum-networking-and-distributed.SO-Python_QA-Networking_and_APIs_classuke-mobile-network-permits-poland
UKE Mobile Network Permits - Poland
Radio permits issued by the Polish Office of Electronic Communications (Urząd
Komunikacji Elektronicznej, UKE) for cellular base stations across all bands:
GSM 900/1800, GSM-R, UMTS 900/2100, LTE 420/450/700/800/900/1800/2100/2600,
5G 700/900/1800/2100/2600/3600, and CDMA 420.
The dataset is a single GeoParquet file in WGS84 (EPSG:4326) containing
one row per permit per station per band.
Source:… See the full description on the dataset page: https://huggingface.co/datasets/AsciiMAster/uke-mobile-network-permits-poland.repro-on-the-theory-of-continual-learning-with-gradient-descent-for-neural-networks-traces
Agent traces
Agent sessions published from a Trackio Logbook.
africa-synth-telecom-network-event-logs-nigeria
Africa Synth Telecom Network Event Logs Nigeria | Africa (Electric Sheep Africa metadata inventory)
Size category: 100K<n<1M - Formats: parquet - Sector: technology_digital - 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 Covers… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-synth-telecom-network-event-logs-nigeria.