CLARU
fliarbi2026cc-by-nc-4.0

Robotics in the News 2019–2026

A dataset of 71,393 robotics news articles from a global news index spanning January 2019 to July 2026, with metadata including publication date, location, tone, priority, themes, and organizations mentioned.

Downloads45
Episodes71,393

Why This Matters for Physical AI

This dataset provides comprehensive media coverage analysis of robotics from 2019-2026, revealing public perception trends, geographic research concentration, and industry momentum that contextualizes physical AI development within broader societal and economic landscapes.

Technical Profile

Modalities
language
Robot Embodiments
humanoid
Episodes
71,393
Data Format
CSV
Annotation Types
language_instructionsthematic_labelssentiment_labelspriority_labelsorganization_tagginglocation_tagging
License
cc-by-nc-4.0
Part of the Robotics in the News 2019–2026 family

Access

View on HuggingFace

Need custom language data?

Claru builds purpose-built datasets for any environment applications with dense human annotations and quality assurance.

Request a Sample Pack

Related Datasets

FineART: Fine-Grained Annotated Robotic Trajectory Dataset

A bimanual manipulation dataset with 40,543 teleoperated episodes (1,718 hours) featuring dense, human-written subtask annotations across 151 tasks collected on a Trossen Stationary AI robot. The dataset includes 533,913 subtask labels enabling training of hierarchical vision-language-action policies.

rgbproprioceptionlanguage
806K downloadsOct 2026other

PrimeBot Household Bimanual Manipulation Challenge Dataset

Real-world teleoperation dataset for dual-arm household manipulation tasks with frame-accurate language annotations, including over 12 manipulation tasks in household scenarios.

rgbproprioceptionlanguage
236K downloadsSep 2026cc-by-sa-4.0

OmniAction

A large-scale multimodal dataset for proactive robot manipulation comprising 141,162 episodes across 112 skills and 748 objects, enriched with audio, visual, and contextual instruction data for cross-modal intention recognition.

rgbaudiolanguage
210K downloadsMar 2026cc-by-nc-4.0

SharpaDex v1.0

A multimodal dataset of 28,993 real-world teleoperated demonstrations for bimanual dexterous manipulation across 59 tasks, comprising 32,396,172 frames (approximately 300 hours) collected from a bimanual robotic system with two 7-DoF arms, dexterous hands, and tactile sensors.

rgbtactileproprioceptionforce_torque+1
169K downloadsOct 2026cc-by-4.0

HiFi-UMI-2K: High-Fidelity Robot-Free Manipulation Data

A large-scale dataset of 2,000 hours of high-fidelity bimanual human manipulation demonstrations collected robot-free using the HiFi-UMI capture system, designed for action-grounded supervision for manipulation policy pre-training and deployment without requiring a robot during data collection.

rgbimuproprioceptionlanguage
140K downloadsJul 2026cc-by-4.0

Lerobot Community Datasets v3

A large-scale crowdsourced robotics dataset featuring 791 datasets across 46 robot types for vision-language-action learning, enabling cross-embodiment pretraining for generalist robot policies.

rgblanguage
100K downloadsDec 2025apache-2.0