datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
neuromorphic_edge_computing_telemetryKABR-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.PHI-CTRL-F16-Fault-Recovery-Telemetry
PHI-CTRL F-16 Actuator Fault Recovery Dataset
High-Fidelity JSBSim 6-DOF Telemetry for Physics-Hybrid Self-Healing Flight Control
Official verification artifacts of the PHI-CTRL (Physics-Hybrid Integrity Control) architecture — a digital-twin-driven, self-healing flight control framework that actively compensates actuator degradation in real time.
Author: Mohammed Bello Sani (SM-Bello)
Affiliation: Air Force Institute of Technology (AFIT), Kaduna · Penelope Inc. / PHI Lab… See the full description on the dataset page: https://huggingface.co/datasets/SM-Bello/PHI-CTRL-F16-Fault-Recovery-Telemetry.ZeroTwin-UAV-Synthetic_Physics-Informed-Multi-UAV-Fault-Telemetry-Benchmark
🛸 ZeroTwin-UAV-Synthetic
Multi-Agent Physics-Informed Degradation Benchmark for Autonomous UAV Swarms
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P H I L A B • P E N E L O P E I N C . R E S E A R C H D I V I S I O N
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🏛️ Provenance & Institutional Trademarks
This open-source benchmark is… See the full description on the dataset page: https://huggingface.co/datasets/SM-Bello/ZeroTwin-UAV-Synthetic_Physics-Informed-Multi-UAV-Fault-Telemetry-Benchmark.iot-sensor-telemetry
IoT Sensor Telemetry (Synthetic) (Free Sample)
This is a free sample with 5,003 rows. The full dataset has 50,006 rows across 3 tables.
High-frequency telemetry from a simulated smart factory operating three
CNC lines, a finishing cell, and a predictive-maintenance program over
six months. Covers temperature, humidity, pressure, and vibration sensors
sampled on a rolling 5-minute schedule with realistic shift patterns,
machine assignments, maintenance alerts, and operational state… See the full description on the dataset page: https://huggingface.co/datasets/mindweave/iot-sensor-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.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.llm-system-ops-production-telemetry-sft-data
🤖📈 LLM System Ops Telemetry (Synthetic)
A synthetic, production-style, multi-table LLM telemetry dataset designed for LLMOps analytics and decision-grade experiments.
It supports monitoring cost, latency, tokens, failures, safety flags, tool usage, and user feedback at the interaction level,
with rollups at the session and user levels — plus an SFT table aligned 1:1 with interactions and a prompt/config dimension.
Synthetic data (safe for teaching, prototyping, and portfolio… See the full description on the dataset page: https://huggingface.co/datasets/tarekmasryo/llm-system-ops-production-telemetry-sft-data.game-telemetry-data
Game Telemetry Dataset
Description
This dataset contains real behavioral telemetry from a deployed Web3 role-playing game, released for causal inference and observational analysis of early PvP exposure and Day-1 retention.
The public file contains 1,280 de-identified, user-level observations and six variables: one treatment, one outcome, and four pre-treatment covariates.
Variables
Variable
Type
Definition
web3
Binary
Wallet connection… See the full description on the dataset page: https://huggingface.co/datasets/hehehdvc429342342341/game-telemetry-data.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.Global-EV-Charging-Station-Telemetry
Global EV Charging Station Telemetry Dataset
Overview
This dataset provides a meticulously curated, end-to-end historical record of electric vehicle (EV) charging station telemetry across major global metropolitan areas. Unlike standard static station directories, this resource integrates simulated IoT hardware events with advanced power consumption metrics, duration tracking, and connector performance indicators, offering a 360-degree view of urban charging… See the full description on the dataset page: https://huggingface.co/datasets/EduDevCommons/Global-EV-Charging-Station-Telemetry.Global-EV-Charging-Station-Telemetry
Global EV Charging Station Telemetry Dataset
Overview
This dataset provides a meticulously curated, end-to-end historical record of electric vehicle (EV) charging station telemetry across major global metropolitan areas. Unlike standard static station directories, this resource integrates simulated IoT hardware events with advanced power consumption metrics, duration tracking, and connector performance indicators, offering a 360-degree view of urban charging… See the full description on the dataset page: https://huggingface.co/datasets/ProWiddan/Global-EV-Charging-Station-Telemetry.hpa-pp-synthetic-telemetry
HPA++ Multi-Cluster Synthetic Telemetry Benchmark Suite
Dataset Summary
The HPA++ Multi-Cluster Synthetic Telemetry Benchmark Suite (hpa-pp-synthetic-telemetry) is a high-fidelity synthetic multivariate time-series benchmark designed for research on predictive Kubernetes Horizontal Pod Autoscaling (HPA++), cloud resource forecasting, and AIOps.
The benchmark contains one year of telemetry sampled every 5 minutes across five realistic Kubernetes workload profiles… See the full description on the dataset page: https://huggingface.co/datasets/ahmed-farhanur-rashid/hpa-pp-synthetic-telemetry.Smart-Greenhouse-Telemetryaeo-telemetry-dataset
AI Crawler Telemetry Dataset (2026)
Anonymized log of AI search crawlers (ChatGPT, Gemini, Claude, Perplexity, etc.) and developer SDK pings captured by the Pixel Office AEO platform.
This dataset provides empirical data about AI agent activity across targeted B2B platforms, helping developers optimize search visibility and train retrieval filters.
Data Schema
timestamp: UTC ISO timestamp of the visit.
domain: Target domain visited/inoculated.
path: Target page… See the full description on the dataset page: https://huggingface.co/datasets/pixeloffice/aeo-telemetry-dataset.Formula1-2024-Miami-Verstappen-telemetry
Max Verstappen's Full Race Car Data: 2024 Miami Grand Prix
Data Source
Data obtained using the fastf1 API, ensuring reliability and accuracy in the collected data.
Metrics
The dataset comprises a comprehensive range of metrics crucial for analyzing Max Verstappen's performance during the 2024 Miami Grand Prix, including:
Data: Timestamps for each recorded data point.
RPM: Engine revolutions per minute, indicating engine performance and power delivery.
Speed:… See the full description on the dataset page: https://huggingface.co/datasets/Draichi/Formula1-2024-Miami-Verstappen-telemetry.omni-neural-sca-rtx3090-telemetry
Omni-Sovereign Neural SCA Physical Telemetry & Benchmark Dataset (NVIDIA GeForce RTX 3090)
Overview
This repository hosts the official, 100% empirical, zero-mock hardware side-channel telemetry datasets and cryptanalytic evaluation artifacts produced by the Hierarchical TCN-Attention Neural SCA Engine on physical NVIDIA GeForce RTX 3090 (Ampere GA102 / SM_86) silicon.
Rigorous 3-Tier Scientific Peer-Review Framework
To ensure scientific integrity… See the full description on the dataset page: https://huggingface.co/datasets/bbkdevops/omni-neural-sca-rtx3090-telemetry.quantum_error_correction_telemetryindustrial_iot_predictive_maintenance_telemetrydrone-comm-link-telemetry-coherence-risk-v0.1What this repo is for
Detect when the command link and telemetry are drifting toward failure.
Focus
• signal quality and interference
• latency and packet loss
• telemetry freshness
• failover availability
Why it matters
Link failure often begins as rising latency and stale telemetry.
This dataset flags the drop before loss of control.
autonomous_drone_flight_telemetry_logssmart_grid_renewable_energy_telemetrysmart_materials_strain_gauge_telemetrynetwork-telemetry-signal-coherence-loss-v0.1What this repo is for
Detect when monitoring systems stop reflecting reality.
Covers real operator risk:
missing metrics
delayed telemetry
alert storms
false positives
blind operation
If telemetry coherence fails
operators lose visibility before outages happen.
aerospace_turbine_telemetry_logsadvanced_cyber_threat_intelligence_telemetrysentinel-nids-telemetrydeep_sea_exploration_benthic_telemetryautonomous_delivery_drone_telemetryrenewable_energy_grid_stability_telemetry