datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
public-agent-coordination-artifacts
Public Agent Coordination Artifacts
Real, complete edits and posts that AI agents left on public wikis and paste sites —
collected as open evidence for studying how autonomous agents use shared online spaces to
remember things, signal each other, and coordinate. It's the behavior spotlighted by the
mid-2026 OpenAI–Hugging Face agent incident,
here as raw public data researchers can actually inspect — plus a small, hand-reviewed map
of how specific artifacts relate.… See the full description on the dataset page: https://huggingface.co/datasets/leonidas1712/public-agent-coordination-artifacts.agent-coordination-shape-outcomes
Per-Task Agent Coordination Shape Outcomes
What this dataset is
When you orchestrate LLM agents, you choose a coordination shape before running anything: solve with a
single agent, fan out and vote, decompose into parallel subtasks, chain a draft through critique,
or run an orchestrator-workers topology. Which shape is best changes from task to task, but is it predictable
per task?
This dataset is the evidence to answer that. It runs all five shapes on 159 hard… See the full description on the dataset page: https://huggingface.co/datasets/soren19/agent-coordination-shape-outcomes.2026.AC.Copy-Coordination-Battery
2026.AC.Copy-Coordination-Battery
Full call-level transcripts and the pooled analysis for a preregistered battery asking whether isolated copies of one language model coordinate with each other without any communication channel, and whether that coordination is decision-theoretic (FDT/UDT-style reasoning about being a copy) or merely shared focal points that any two similar models would share.
38,204 records across four subject models — claude-fable-5, claude-opus-5… See the full description on the dataset page: https://huggingface.co/datasets/siddharthmb/2026.AC.Copy-Coordination-Battery.africa-gabon-hdx-hapi-coordination-context-national-risk-af34bde6
HDX HAPI - Coordination & Context: National Risk | Africa (Gabon official open data)
1,910 rows - 1 Africa country - 2025 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Gabon as
ML-ready Parquet. The source file is the provenance boundary; all usable
indicators or tabular columns from the resource stay together in this repo.
About the source
Source: HDX HAPI - Coordination & Context: National… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-gabon-hdx-hapi-coordination-context-national-risk-af34bde6.africa-drc-hdx-hapi-coordination-context-national-risk-af34bde6
HDX HAPI - Coordination & Context: National Risk | Africa (DRC official open data)
1,910 rows - 1 Africa country - 2025 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from DRC as
ML-ready Parquet. The source file is the provenance boundary; all usable
indicators or tabular columns from the resource stay together in this repo.
About the source
Source: HDX HAPI - Coordination & Context: National Risk… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-drc-hdx-hapi-coordination-context-national-risk-af34bde6.africa-sao-tome-and-principe-hdx-hapi-coordination-context-national-risk-af34bde6
HDX HAPI - Coordination & Context: National Risk | Africa (Sao Tome and Principe official open data)
1,910 rows - 1 Africa country - 2025 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Sao Tome and Principe as
ML-ready Parquet. The source file is the provenance boundary; all usable
indicators or tabular columns from the resource stay together in this repo.
About the source
Source: HDX HAPI -… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-sao-tome-and-principe-hdx-hapi-coordination-context-national-risk-af34bde6.africa-namibia-hdx-hapi-coordination-context-national-risk-af34bde6
HDX HAPI - Coordination & Context: National Risk | Africa (Namibia official open data)
1,910 rows - 1 Africa country - 2025 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Namibia as
ML-ready Parquet. The source file is the provenance boundary; all usable
indicators or tabular columns from the resource stay together in this repo.
About the source
Source: HDX HAPI - Coordination & Context:… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-namibia-hdx-hapi-coordination-context-national-risk-af34bde6.africa-equatorial-guinea-hdx-hapi-coordination-context-national-risk-af34bde6
HDX HAPI - Coordination & Context: National Risk | Africa (Equatorial Guinea official open data)
1,910 rows - 1 Africa country - 2025 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Equatorial Guinea as
ML-ready Parquet. The source file is the provenance boundary; all usable
indicators or tabular columns from the resource stay together in this repo.
About the source
Source: HDX HAPI -… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-equatorial-guinea-hdx-hapi-coordination-context-national-risk-af34bde6.africa-madagascar-hdx-hapi-coordination-context-national-risk-af34bde6
HDX HAPI - Coordination & Context: National Risk | Africa (Madagascar official open data)
1,910 rows - 1 Africa country - 2025 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Madagascar as
ML-ready Parquet. The source file is the provenance boundary; all usable
indicators or tabular columns from the resource stay together in this repo.
About the source
Source: HDX HAPI - Coordination & Context:… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-madagascar-hdx-hapi-coordination-context-national-risk-af34bde6.africa-algeria-hdx-hapi-coordination-context-national-risk-af34bde6
HDX HAPI - Coordination & Context: National Risk | Africa (Algeria official open data)
1,910 rows - 1 Africa country - 2025 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Algeria as
ML-ready Parquet. The source file is the provenance boundary; all usable
indicators or tabular columns from the resource stay together in this repo.
About the source
Source: HDX HAPI - Coordination & Context:… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-algeria-hdx-hapi-coordination-context-national-risk-af34bde6.africa-seychelles-hdx-hapi-coordination-context-national-risk-af34bde6
HDX HAPI - Coordination & Context: National Risk | Africa (Seychelles official open data)
1,910 rows - 1 Africa country - 2025 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Seychelles as
ML-ready Parquet. The source file is the provenance boundary; all usable
indicators or tabular columns from the resource stay together in this repo.
About the source
Source: HDX HAPI - Coordination & Context:… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-seychelles-hdx-hapi-coordination-context-national-risk-af34bde6.africa-eswatini-hdx-hapi-coordination-context-national-risk-af34bde6
HDX HAPI - Coordination & Context: National Risk | Africa (Eswatini official open data)
1,910 rows - 1 Africa country - 2025 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Eswatini as
ML-ready Parquet. The source file is the provenance boundary; all usable
indicators or tabular columns from the resource stay together in this repo.
About the source
Source: HDX HAPI - Coordination & Context:… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-eswatini-hdx-hapi-coordination-context-national-risk-af34bde6.africa-cabo-verde-hdx-hapi-coordination-context-national-risk-af34bde6
HDX HAPI - Coordination & Context: National Risk | Africa (Cabo Verde official open data)
1,910 rows - 1 Africa country - 2025 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Cabo Verde as
ML-ready Parquet. The source file is the provenance boundary; all usable
indicators or tabular columns from the resource stay together in this repo.
About the source
Source: HDX HAPI - Coordination & Context:… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-cabo-verde-hdx-hapi-coordination-context-national-risk-af34bde6.africa-cameroon-hdx-hapi-coordination-context-national-risk-af34bde6
HDX HAPI - Coordination & Context: National Risk | Africa (Cameroon official open data)
1,910 rows - 1 Africa country - 2025 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Cameroon as
ML-ready Parquet. The source file is the provenance boundary; all usable
indicators or tabular columns from the resource stay together in this repo.
About the source
Source: HDX HAPI - Coordination & Context:… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-cameroon-hdx-hapi-coordination-context-national-risk-af34bde6.ahsanneural_drone-swarm-coordination-dataset
Drone Swarm Coordination
Simulated multi-drone swarm flight paths with communication and collision log
Dataset Info
Source: Kaggle
Original Size: 1.11 MB
Kaggle Downloads: 47
Files: 1
Files
synthetic_drone_swarm_dataset.csv
Mirrored from Kaggle
africa-botswana-hdx-hapi-coordination-context-national-risk-af34bde6
HDX HAPI - Coordination & Context: National Risk | Africa (Botswana official open data)
1,910 rows - 1 Africa country - 2025 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Botswana as
ML-ready Parquet. The source file is the provenance boundary; all usable
indicators or tabular columns from the resource stay together in this repo.
About the source
Source: HDX HAPI - Coordination & Context:… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-botswana-hdx-hapi-coordination-context-national-risk-af34bde6.africa-togo-hdx-hapi-coordination-context-national-risk-af34bde6
HDX HAPI - Coordination & Context: National Risk | Africa (Togo official open data)
1,910 rows - 1 Africa country - 2025 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Togo as
ML-ready Parquet. The source file is the provenance boundary; all usable
indicators or tabular columns from the resource stay together in this repo.
About the source
Source: HDX HAPI - Coordination & Context: National… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-togo-hdx-hapi-coordination-context-national-risk-af34bde6.africa-lesotho-hdx-hapi-coordination-context-national-risk-af34bde6
HDX HAPI - Coordination & Context: National Risk | Africa (Lesotho official open data)
1,910 rows - 1 Africa country - 2025 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Lesotho as
ML-ready Parquet. The source file is the provenance boundary; all usable
indicators or tabular columns from the resource stay together in this repo.
About the source
Source: HDX HAPI - Coordination & Context:… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-lesotho-hdx-hapi-coordination-context-national-risk-af34bde6.africa-comoros-hdx-hapi-coordination-context-national-risk-af34bde6
HDX HAPI - Coordination & Context: National Risk | Africa (Comoros official open data)
1,910 rows - 1 Africa country - 2025 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Comoros as
ML-ready Parquet. The source file is the provenance boundary; all usable
indicators or tabular columns from the resource stay together in this repo.
About the source
Source: HDX HAPI - Coordination & Context:… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-comoros-hdx-hapi-coordination-context-national-risk-af34bde6.dual-franka-coordination-Rafrica-zimbabwe-hdx-hapi-coordination-context-national-risk-af34bde6
HDX HAPI - Coordination & Context: National Risk | Africa (Zimbabwe official open data)
1,910 rows - 1 Africa country - 2025 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Zimbabwe as
ML-ready Parquet. The source file is the provenance boundary; all usable
indicators or tabular columns from the resource stay together in this repo.
About the source
Source: HDX HAPI - Coordination & Context:… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-zimbabwe-hdx-hapi-coordination-context-national-risk-af34bde6.africa-guinea-bissau-hdx-hapi-coordination-context-national-risk-af34bde6
HDX HAPI - Coordination & Context: National Risk | Africa (Guinea-Bissau official open data)
1,910 rows - 1 Africa country - 2025 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Guinea-Bissau as
ML-ready Parquet. The source file is the provenance boundary; all usable
indicators or tabular columns from the resource stay together in this repo.
About the source
Source: HDX HAPI - Coordination &… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-guinea-bissau-hdx-hapi-coordination-context-national-risk-af34bde6.africa-mali-hdx-hapi-coordination-context-national-risk-af34bde6
HDX HAPI - Coordination & Context: National Risk | Africa (Mali official open data)
1,910 rows - 1 Africa country - 2025 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Mali as
ML-ready Parquet. The source file is the provenance boundary; all usable
indicators or tabular columns from the resource stay together in this repo.
About the source
Source: HDX HAPI - Coordination & Context: National… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-mali-hdx-hapi-coordination-context-national-risk-af34bde6.dual-franka-coordination-L-improved-small-testThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"robot_type": "franka",
"total_episodes": 3,
"total_frames": 585,
"total_tasks": 3,
"chunks_size": 1000,
"data_files_size_in_mb": 100,
"video_files_size_in_mb": 200,
"fps": 30,
"splits": {
"train": "0:3"
},
"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/DorianAtSchool/dual-franka-coordination-L-improved-small-test.dual-franka-coordination-R-improved-small-trainThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"robot_type": "franka",
"total_episodes": 1,
"total_frames": 185,
"total_tasks": 1,
"chunks_size": 1000,
"data_files_size_in_mb": 100,
"video_files_size_in_mb": 200,
"fps": 30,
"splits": {
"train": "0:1"
},
"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/DorianAtSchool/dual-franka-coordination-R-improved-small-train.dual-franka-coordination-Lrobotics-multi-agent-coordination-coherence-risk-v0.1What this repo is for
You use it to detect when robot fleets stop coordinating properly.
It captures real deployment failure signals:
shared map divergence
task allocation conflicts
comms latency desync
deadlocks in corridors
swarm formation collapse
Applies to:
warehouse robot fleets
hospital delivery robots
drone swarms
factory material handling
Prompt format
Return exactly one token
coherent or incoherent
dual-franka-coordination-L-improved-small-trainThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"robot_type": "franka",
"total_episodes": 1,
"total_frames": 185,
"total_tasks": 1,
"chunks_size": 1000,
"data_files_size_in_mb": 100,
"video_files_size_in_mb": 200,
"fps": 30,
"splits": {
"train": "0:1"
},
"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/DorianAtSchool/dual-franka-coordination-L-improved-small-train.atc-handoff-coordination-coherence-risk-v0.1What this repo is for
Detect when inter-sector coordination starts to fail.
Signals:
late handoffs
readback errors
coordination call load
boundary conflicts
rising delays
This flags brittleness before incidents.
africa-somalia-hdx-hapi-coordination-context-national-risk-af34bde6
HDX Hapi Coordination Context National Risk | Africa (HDX Humanitarian API Data)
1,910 rows - 1 Africa country/area - 2025 - 10 indicators - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 1,910 rows from HDX Humanitarian API Data, covering HDX Hapi Coordination Context National Risk. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.
What This… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-somalia-hdx-hapi-coordination-context-national-risk-af34bde6.