datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
editorai-telemetryOBLITERATUS-TELEMETRYHESDL-Node-Telemetry-Blobs-v1
Dataset Card for HESDL Synthetic Node Telemetry
Dataset Summary
This dataset contains aggregated, anonymized, and synthetic telemetry payloads generated across simulated distributed nodes within the HESDL infrastructure. The primary objective of this corpus is to provide a baseline for evaluating heuristic anomaly detection algorithms in high-throughput, unstructured blob-storage environments.
Due to the nature of the simulated stress tests, the dataset includes large… See the full description on the dataset page: https://huggingface.co/datasets/heuristic-eval-labs/HESDL-Node-Telemetry-Blobs-v1.Agentic-SLS-Telemetry
Inova-Mk1-Telemetry
Time-aligned printer-state recordings from Inova Mk1 SLS 3D print runs. One row per 10 Hz tick — the recorder's /state/snapshot poll — with the full sensor state snapshot (~64 columns: temperatures, position, power, lights) on every row, the nearest camera frame embedded inline when one fell within the prior 100 ms window, and any 1 kHz position-stream samples from that window collected as a nested list.
25 parquet files across builds spanning 2026-05 through… See the full description on the dataset page: https://huggingface.co/datasets/ppak10/Agentic-SLS-Telemetry.SEMM-Latent-Telemetry
SEMM-Latent-Telemetry
Bare-metal hardware telemetry and SNN latent space routing data for neuromorphic quantization research. This dataset documents the discovery of Semantic Attractor Clustering — that a Spiking Neural Network physically routes different semantic concepts (abstract language vs code syntax vs math logic) into distinct, repeatable biological pathways when L2 Normalization is applied to LLM embeddings.
Hub ID: rmems/SEMM-Latent-TelemetryNames: SEMM = Spiking… See the full description on the dataset page: https://huggingface.co/datasets/rmems/SEMM-Latent-Telemetry.hight-cadence-pulsar-telemetry
Dataset Card for DSIC High-Cadence Pulsar Telemetry
Dataset Summary
This secondary repository is dedicated to the archival of high-cadence, phase-resolved telemetry targeting Millisecond Pulsars (MSPs) and Fast Radio Burst (FRB) candidates. To accurately measure Time of Arrival (ToA) fluctuations and perform coherent dedispersion, the data is captured at sub-microsecond temporal resolutions.
The files contained herein are raw, uncompressed baseband dumps and… See the full description on the dataset page: https://huggingface.co/datasets/deep-sky-interferometry/hight-cadence-pulsar-telemetry.homeostat-telemetry
Homeostat telemetry
1 Hz thermal / fan / load telemetry from Google Coral Dev Boards (NXP i.MX 8MQ +
Edge TPU) whose accelerator is learning to manage its own body — starting with the
fan/thermal policy. Code, experiment reports, fitted models, and the full column
schema live in the project repo: https://github.com/bshepp/homeostat
(see telemetry/MANIFEST.md there for schemas and regime timestamps).
Layout
vultureman/ — daily tlm-YYYYMMDD.csv (UTC days, 1 Hz):… See the full description on the dataset page: https://huggingface.co/datasets/bshepp/homeostat-telemetry.cb-telemetry
CB-Telemetry: A Cyberforest Bird Acoustic Monitoring Benchmark
CB-Telemetry is a license-aware benchmark for evaluating semantic fidelity in
long-term bird acoustic monitoring. This Hugging Face dataset repository is the
ML-facing distribution endpoint for double-blind review. The immutable v1
archive is preserved on Zenodo:
https://doi.org/10.5281/zenodo.19951359
Note for reviewers: The permanent DOI (10.5281/zenodo.19951359)
is currently reserved and will resolve upon camera-ready… See the full description on the dataset page: https://huggingface.co/datasets/ghdgfxzfdz/cb-telemetry.HESDL-Node-Telemetry-Blobs-v2
Dataset Card for HESDL Synthetic Node Telemetry
Dataset Summary
This dataset contains aggregated, anonymized, and synthetic telemetry payloads generated across simulated distributed nodes within the HESDL infrastructure. The primary objective of this corpus is to provide a baseline for evaluating heuristic anomaly detection algorithms in high-throughput, unstructured blob-storage environments.
Due to the nature of the simulated stress tests, the dataset includes large… See the full description on the dataset page: https://huggingface.co/datasets/heuristic-eval-labs/HESDL-Node-Telemetry-Blobs-v2.trackmania-community-tracks-and-telemetry
Trackmania Community Tracks & Telemetry
Roughly 900,000 community-made Trackmania tracks, collected from the Mania Exchange community track-exchange sites, each paired with its block-level layout and with real human leaderboard-replay telemetry, across two games:
Game
Tracks
TMNF (TrackMania Nations Forever)
~616,800
TM2020 (Trackmania, 2020)
~281,800
Where it comes from
Every track and its leaderboard replays were published by their creators to… See the full description on the dataset page: https://huggingface.co/datasets/jeanmidev/trackmania-community-tracks-and-telemetry.Spikenaut-SNN-Telemetry
🧠 Spikenaut SNN Telemetry Dataset
"The threshold at which stimulus becomes perceptible"
Telemetry for the Spikenaut Supervisor control stack: v3 restructures this
corpus from time-series forecasting into an action-proposal trajectory
dataset — states, proposed actions, safety-filter verdicts, and outcomes —
while every v2 config remains published, byte-identical and loadable.
The control hierarchy this dataset serves:
learned policy → action proposal → deterministic safety… See the full description on the dataset page: https://huggingface.co/datasets/rmems/Spikenaut-SNN-Telemetry.human-telemetry-driving-dataset-lite-version
Dataset Card for 15 Laps of 30Hz NGSIM-Style Telemetry
This is a Lite Version of a larger research dataset focusing on human driving signatures in high-fidelity simulations. It includes 15 full laps of telemetry captured at 30Hz within Unreal Engine 5, specifically formatted to match NGSIM standards.
Dataset Details
Dataset Description
This Lite Version dataset contains 15 laps of high-fidelity human driving telemetry. It is intended for researchers and… See the full description on the dataset page: https://huggingface.co/datasets/AtlasBuiltIt/human-telemetry-driving-dataset-lite-version.tpc-raw-waveform-dumps
Dataset Card for SPDTL TPC Raw Waveform Dumps
Dataset Summary
This repository serves as a cold-storage archive for uncalibrated, high-entropy digitized waveforms collected from Time Projection Chamber (TPC) readout pads during high-luminosity particle collision runs. The dataset consists of continuous analog-to-digital converter (ADC) time-series samples captured across multi-channel front-end ASICs before zero-suppression or track reconstruction algorithms are… See the full description on the dataset page: https://huggingface.co/datasets/subatomic-telemetry-lab/tpc-raw-waveform-dumps.EDR_Telemetry_SampleThis dataset contains raw Endpoint Detection & Response (EDR) telemetry captured during controlled Deception.Pro malware sandbox operations on an enterprise Active Directory network. Unlike most malware sandboxes — which detonate samples for roughly 30 minutes — our operations run for hours or days per analysis, capturing the full arc of adversary behavior. The data represents a full-fidelity snapshot of system activity recorded while threat actors interacted with a live deception environment… See the full description on the dataset page: https://huggingface.co/datasets/DeceptionPro/EDR_Telemetry_Sample.f1_corner_telemetry_2024_2025
Readme Dataset
[!TIP]
This dataset is used in RacingDNA.
[!NOTE]
Dataset Overview
This repository includes:
2024-2025 Curve Dataset: Includes Race and Qualifying sessions.
Normalization: Data is already processed and normalized (see below).
2025 Raw Data: Raw data from the 2025 season is included.
Credits: Raw telemetry data is sourced from TracingInsights on Hugging Face.
Dataset Structure
The dataset is a CSV file where each row represents a specific curve taken… See the full description on the dataset page: https://huggingface.co/datasets/FlorindoDev/f1_corner_telemetry_2024_2025.agent-runtime-telemetry-small
Agent Runtime Telemetry Small
Curated by Faruk Alpay.
Agent Runtime Telemetry Small is a compact tabular export of MCP-style agent execution telemetry. It is designed for dataset viewer inspection, lightweight agent observability experiments, tool-call reliability analysis, workflow trace summaries, and audit-trail research.
The dataset is intentionally small and row-oriented. Each table is stored as Parquet so the Hugging Face Dataset Viewer can display clean columns without… See the full description on the dataset page: https://huggingface.co/datasets/Lightcap/agent-runtime-telemetry-small.KABR-telemetry
Dataset Card for KABR Telemetry: In-Situ Dataset for Kenyan Animal Behavior Recognition from Drone Videos
Dataset Details
Dataset Description
This dataset contains the drone telemetry data associated with the KABR dataset. The KABR dataset contains annotated video behavior of zebras and giraffes at the Mpala Research Centre. This telemetry dataset contains information about the status drone during the missions, including location and altitude, along with the… See the full description on the dataset page: https://huggingface.co/datasets/imageomics/KABR-telemetry.otel-demo-telemetry
OpenTelemetry Demo Telemetry
OTLP logs, metrics, and traces emitted by the
OpenTelemetry Demo,
captured to Parquet via duckdb-otlp.
Each OTLP signal is a separate subset (config), because the schemas differ:
Subset
Contents
traces
Spans (otlp_traces)
logs
Log records (otlp_logs)
metrics_gauge
Gauge metric points
metrics_sum
Sum / counter metric points
metrics_histogram
Histogram metric points
from datasets import load_dataset
# pick a subset by name;… See the full description on the dataset page: https://huggingface.co/datasets/smithclay/otel-demo-telemetry.OBLITERATUS-TELEMETRYdji-drone-telemetryOBLITERATUS-TELEMETRYtraceix-ai-security-telemetry
Traceix AI Security Telemetry
Each dataset is a JSONL file where each line describes a single file analyzed by Traceix. For every file you get:
file_capabilities – high-level behaviors and capabilities (CAPA-style + mapped to ATT&CK and MBC tags like Execution/T1129, Discovery/T1083, etc.).
file_exif_data – parsed EXIF metadata (file size, type, timestamps, company/product info, subsystem, linker/OS versions, etc.).
model_classification_info – Traceix model verdict (safe /… See the full description on the dataset page: https://huggingface.co/datasets/PerkinsFund/traceix-ai-security-telemetry.telemetry-fixtures-2026emgena_robotics_can_bus_telemetry_guard_mcp_teaser
🤖 Robotics Hardware - CAN 2.0B & CAN FD Busload Saturation Guard (Evaluation Teaser)
⚡ Official Free Evaluation Teaser (50 Verified Scenarios + Executable MCP Server)🏆 Get the Full Production Package & Commercial EULA on Gumroad:👉 Purchase Full Package on Gumroad🏷️ Use coupon code LAUNCH20 for €20 off at checkout!
🌟 Domain Overview & Robotics Features
Monitors CAN bus utilization, frame drop rates, and arbitration losses on brushless motor controllers and… See the full description on the dataset page: https://huggingface.co/datasets/emgena/emgena_robotics_can_bus_telemetry_guard_mcp_teaser.rkl-secure-reasoning-brief-telemetry
RKL Secure Reasoning Brief - Research Telemetry Dataset
⚠️ Development Transparency: This project was developed with extensive AI coding assistance (Claude Code, ChatGPT) under tight time constraints for the Kaggle AI Agents Capstone. The developer designed the architecture, telemetry schema, and system integration decisions; AI tools scaffolded most of the implementation code. This is an honest exploratory prototype built to learn what telemetry is valuable to collect. Full… See the full description on the dataset page: https://huggingface.co/datasets/rkl-org/rkl-secure-reasoning-brief-telemetry.robot-sensor-telemetry
Robot Sensor Telemetry Dataset
Description
This dataset contains real-time sensor telemetry collected from an autonomous robot built for CIE-349/408 Embedded Systems at Zewail City University of Science and Technology (Spring 2026).
The robot uses a PIC16F877A microcontroller reading 4x HC-SR04 ultrasonic sensors at 250ms intervals. Telemetry is streamed over UART to an ESP32 NodeMCU, forwarded via UDP to a Raspberry Pi 3B, and served to a Flutter mobile app over HTTP.… See the full description on the dataset page: https://huggingface.co/datasets/nuerrr/robot-sensor-telemetry.F1-Telemetry-Data-V2kabr-behavior-telemetry
Dataset Card for KABR Behavior Telemetry
Synchronized frame-level telemetry, detections, and behavior annotations from drone wildlife monitoring in Kenya, enabling research on animal behavior analysis and optimal drone survey protocols.
Dataset Details
This dataset provides frame-level integration of drone telemetry (GPS position, altitude, camera settings), animal detection bounding boxes, and expert-annotated behaviors from aerial wildlife monitoring in Kenyan… See the full description on the dataset page: https://huggingface.co/datasets/imageomics/kabr-behavior-telemetry.build-telemetry
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license: bigscience-openrail-m
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Build Telemetry Dataset
Comprehensive build telemetry data from Nix and Cargo builds with structured analysis.
Contents
Build Analysis
real_build_1768332029_strace.log - Complete strace capture (split into parts)
real_build_1768332029_binaries.json - 32 executed binaries
real_build_1768332029_libraries.json - 91 opened .so files
real_build_1768332029_ldd_deps.json - 71 ldd dependencies… See the full description on the dataset page: https://huggingface.co/datasets/introspector/build-telemetry.so101_bimanual_telemetry_smoke_longThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"robot_type": "so-101",
"total_episodes": 50,
"total_frames": 13598,
"total_tasks": 1,
"chunks_size": 1000,
"data_files_size_in_mb": 100,
"video_files_size_in_mb": 200,
"fps": 30,
"splits": {
"train": "0:50"
},
"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/pravsels/so101_bimanual_telemetry_smoke_long.