datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
UltraData-Math
UltraData-Math
🤗 Dataset | 💻 Source Code | 🇨🇳 中文 README
UltraData-Math is a large-scale, high-quality mathematical pre-training dataset totaling 290B+ tokens across three progressive tiers—L1 (170.5B tokens web corpus), L2 (33.7B tokens quality-selected), and L3 (88B tokens multi-format refined)—designed to systematically enhance mathematical reasoning in LLMs. It has been applied to the mathematical pre-training of the MiniCPM Series models.
🆕 What's New… See the full description on the dataset page: https://huggingface.co/datasets/fishingguy/UltraData-Math.wow-fishing-bobber-dataset
🎣 WoW Fishing Bot - Hybrid Dataset
Этот датасет был создан для обучения мультимодального бота для рыбалки в World of Warcraft. Он содержит как визуальные данные (скриншоты), так и аудио данные (звуки).
Код проекта: wow_fishing_project
📂 Структура Датасета
Датасет разделен на две независимые части:
1. Visual Data (/dataset)
Набор данных для Object Detection (YOLO).
Images: ~200 скриншотов игрового процесса (.png).
Labels: Аннотации в формате YOLO (.txt).… See the full description on the dataset page: https://huggingface.co/datasets/talex02/wow-fishing-bobber-dataset.wow_fishing_bobber
Wow fishing bobber object detection dataset
Hello, in this zip you will find 160 annotated images each containing 1 fishing bobber from World of warcraft.
I think this is an easy object detection datset, my yolov3 network was trained on it for 2000 iterations, it achieved
a loss of 0.05. It was working flawlessly as it classified the newly generated images (also from wailing caverns zone)
I haven't even tested it how it would work outside or on other fishing locations in the game… See the full description on the dataset page: https://huggingface.co/datasets/Cropinky/wow_fishing_bobber.vn-provinces-marine-fishing-vessels-ge90cv
Vietnam provinces marine fishing vessels >=90 CV
Number of marine fishing vessels with engine power of 90 CV or more. Coverage 2010-2024. Coastal provinces only. Year 2024 is preliminary. Geographic labels are English (UN/GSO style ASCII romanization). Tables cover provinces, regions and national total where present. Province names follow ar_core.vn_geo (historical 63-province system).
Figures
Hero
Comparison
Color key
Files
provinces (435 rows)… See the full description on the dataset page: https://huggingface.co/datasets/letrinhan/vn-provinces-marine-fishing-vessels-ge90cv.vn-provinces-marine-fishing-vessel-power-ge90cv
Vietnam provinces marine fishing vessel power >=90 CV
Total engine power of marine fishing vessels with 90 CV or more (thousand CV). Coverage 2010-2024. Coastal provinces only. Year 2024 is preliminary. Geographic labels are English (UN/GSO style ASCII romanization). Tables cover provinces, regions and national total where present. Province names follow ar_core.vn_geo (historical 63-province system).
Figures
Hero
Comparison
Color key
Files… See the full description on the dataset page: https://huggingface.co/datasets/letrinhan/vn-provinces-marine-fishing-vessel-power-ge90cv.scallop_lr_teacher_640
FishingROV: scallop_lr_teacher_640
This dataset is an optimized derivative format generated for the FishingROV edge inference pipeline.
3. Required Boilerplate for Hugging Face Cards
Attribution & License
This dataset is a derivative work based on the University of St Andrews King Scallop dataset.
Original DOI: 10.5281/zenodo.10156830
In accordance with the original dataset's terms, this derivative work is released under the Creative Commons Attribution 4.0… See the full description on the dataset page: https://huggingface.co/datasets/FishingROV/scallop_lr_teacher_640.africa-macro-indicators-ratio-of-value-added-agriculture-forestry-and-fishing-standard-local-cur
Macro Indicators — Ratio of Value Added (Agriculture, Forestry and Fishing) Standard Local Currency | Africa (FAOSTAT) | Africa (Electric Sheep Africa metadata inventory)
Size category: 1K<n<10K - Formats: parquet - Sector: agriculture_food - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-macro-indicators-ratio-of-value-added-agriculture-forestry-and-fishing-standard-local-cur.fishing-regulations
FishRadar Global Fishing Regulations — recreational rules by jurisdiction
Recreational fishing rules (bag limits, size/slot limits, seasons, total prohibitions)
for 47 jurisdictions across 20+ countries, curated and re-verified by
FishRadar against official agency sources. Every rule carries a
source_url (official agency page) and, where available, a source_citation
(statute/rule number that outlives URL reorganizations).
Refreshed 2026-08-21 from the August 2026 re-verification… See the full description on the dataset page: https://huggingface.co/datasets/Ali4333/fishing-regulations.africa-credit-to-agriculture-ratio-of-value-added-agriculture-forestry-and-fishing-us-2015-price
Credit to Agriculture — Ratio of Value Added (Agriculture, Forestry and Fishing) US$, 2015 prices | Africa (FAOSTAT) | Africa (Electric Sheep Africa metadata inventory)
Size category: n<1K - Formats: parquet - Sector: agriculture_food - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-credit-to-agriculture-ratio-of-value-added-agriculture-forestry-and-fishing-us-2015-price.Africa-Agriculture-forestry-and-fishing-value-added-percentage-of-GDP
Africa Agriculture forestry and fishing value added percentage of GDP | Africa (World Bank)
Size category: n<1K - Formats: csv - Sector: agriculture_food - 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
Public datasets… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/Africa-Agriculture-forestry-and-fishing-value-added-percentage-of-GDP.scallop_yolov5s_mosaic_640
FishingROV: scallop_yolov5s_mosaic_640
This dataset is an optimized derivative format generated for the FishingROV edge inference pipeline.
3. Required Boilerplate for Hugging Face Cards
Attribution & License
This dataset is a derivative work based on the University of St Andrews King Scallop dataset.
Original DOI: 10.5281/zenodo.10156830
In accordance with the original dataset's terms, this derivative work is released under the Creative Commons Attribution… See the full description on the dataset page: https://huggingface.co/datasets/FishingROV/scallop_yolov5s_mosaic_640.gfw-fishing-effort-v3-2019
OceanScope — GFW v3.0 Fishing Effort 2019 (derived aggregates)
Derived, dashboard-ready aggregates computed from the Global Fishing Watch
AIS-based Apparent Fishing Effort dataset v3.0 (2019, fleet-daily-100-v3:
365 daily files, ~195M records, 0.01° native grid).
License & citation
License: CC BY-NC 4.0 (non-commercial) — source: Global Fishing Watch 2025, Global AIS-based Apparent Fishing Effort Dataset v3.0, doi:10.5281/zenodo.14982712
Citation: Global Fishing… See the full description on the dataset page: https://huggingface.co/datasets/pravin123271/gfw-fishing-effort-v3-2019.scallop_yolov5s_mosaic_640_4class
FishingROV: scallop_yolov5s_mosaic_640_4class
This dataset is an optimized derivative format generated for the FishingROV edge inference pipeline.
3. Required Boilerplate for Hugging Face Cards
Attribution & License
This dataset is a derivative work based on the University of St Andrews King Scallop dataset.
Original DOI: 10.5281/zenodo.10156830
In accordance with the original dataset's terms, this derivative work is released under the Creative Commons… See the full description on the dataset page: https://huggingface.co/datasets/FishingROV/scallop_yolov5s_mosaic_640_4class.zygai_fishing_without_borders_2004
🎣 ZygAI – Fishing Without Borders 2004
A structured dataset of Lithuanian lakes and ichthyofauna (2004 edition)Dataset by ZygAI Research
🧭 About This Dataset
This dataset is an official extension of the ZygAI project’s✅ Atostogos Lietuvos kaime 2004 dataset.
The extended section, titled “Žvejyba be sienų 2004” (“Fishing Without Borders 2004”), contains detailed freshwater fishing information from the same publication.
It includes:
Lake names (LT + EN)
Municipal… See the full description on the dataset page: https://huggingface.co/datasets/ZygAI/zygai_fishing_without_borders_2004.fishing-bite-index
FishRadar Global Bite Index — daily, by country
A daily "bite index" (0–100) for recreational fishing conditions, computed every night by
FishRadar across ~650 tracked fishing spots in 28 countries, and
aggregated here as per-country daily means plus a global mean.
The index fuses live sea-surface temperature, current, chlorophyll, tide, moon phase,
barometric pressure, wind and waves into a single per-spot score
(methodology: https://fishradar.ai/methodology). All values are… See the full description on the dataset page: https://huggingface.co/datasets/Ali4333/fishing-bite-index.africa-macro-indicators-ratio-of-value-added-agriculture-forestry-and-fishing-us
Macro Indicators — Ratio of Value Added (Agriculture, Forestry and Fishing) US$ | Africa (FAOSTAT) | Africa (Electric Sheep Africa metadata inventory)
Size category: 1K<n<10K - Formats: parquet - Sector: agriculture_food - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-macro-indicators-ratio-of-value-added-agriculture-forestry-and-fishing-us.synthetic-fishing-productsSynthetic Fishing Products Dataset created with the Synthetic Product Data Generator using Mistral 7B locally.
africa-owid-fish-catch-by-fishing-sector
Fish Catch By Fishing Sector | Africa (Our World in Data) | Africa (Electric Sheep Africa metadata inventory)
Size category: 1K<n<10K - Formats: parquet - Sector: other_unclassified - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-owid-fish-catch-by-fishing-sector.asia-owid-fish-catch-by-fishing-sector
Fish Catch By Fishing Sector | Asia (Our World in Data)
🌏 2,484 observations · 36 Asia countries · 1950–2018 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 2,484 observations of Fish Catch By Fishing Sector data across 36 Asia countries, spanning 1950–2018.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Fish Catch By Fishing Sector
Geographic coverage
36 Asia… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-owid-fish-catch-by-fishing-sector.asia-owid-fishing-pressure-by-region
Fishing Pressure By Region | Asia (Our World in Data)
🌏 49 observations · 1 Asia countries · 1970–2018 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 49 observations of Fishing Pressure By Region data across 1 Asia countries, spanning 1970–2018.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Fishing Pressure By Region
Geographic coverage
1 Asia countries · top… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-owid-fishing-pressure-by-region.africa-owid-regulation-illegal-fishing
Regulation Illegal Fishing | Africa (Our World in Data) | Africa (Electric Sheep Africa metadata inventory)
Size category: n<1K - Formats: parquet - Sector: other_unclassified - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-owid-regulation-illegal-fishing.prj_gia_dataset_atari_2B_atari_fishingderby_1111An imitation learning environment for the atari_fishingderby environment, sample for the policy atari_2B_atari_fishingderby_1111
This environment was created as part of the Generally Intelligent Agents project gia: https://github.com/huggingface/gia
asia-owid-regulation-illegal-fishing
Regulation Illegal Fishing | Asia (Our World in Data)
🌏 68 observations · 31 Asia countries · 2018–2024 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 68 observations of Regulation Illegal Fishing data across 31 Asia countries, spanning 2018–2024.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Regulation Illegal Fishing
Geographic coverage
31 Asia countries ·… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-owid-regulation-illegal-fishing.africa-owid-fishing-pressure-by-region
Fishing Pressure By Region | Africa (Our World in Data) | Africa (Electric Sheep Africa metadata inventory)
Size category: n<1K - Formats: parquet - Sector: other_unclassified - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-owid-fishing-pressure-by-region.europe-owid-regulation-illegal-fishing
Regulation Illegal Fishing | Europe (Our World in Data)
🇪🇺 121 observations · 34 Europe countries · 2018–2024 · Repackaged by Electric Sheep Europe
TL;DR
This dataset contains 121 observations of Regulation Illegal Fishing data across 34 Europe countries, spanning 2018–2024.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Regulation Illegal Fishing
Geographic coverage
34 Europe… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepeurope/europe-owid-regulation-illegal-fishing.target_fishing_benchfishingscallop_mosaic_640_quantization_sample
Scallop YOLOv5s Mosaic 640 - Quantization Sample
A classless 1000-train / 1000-val image subset of the tiled 3x3 640px mosaic dataset designed specifically for RKNN/tflite/ONNX representative quantization calibration on edge devices (like the RV1126 Aura).
Attribution & License
This dataset is a derivative work based on the University of St Andrews King Scallop dataset.
Original DOI: 10.5281/zenodo.10156830
In accordance with the original dataset's terms, this… See the full description on the dataset page: https://huggingface.co/datasets/FishingROV/scallop_mosaic_640_quantization_sample.europe-owid-fish-catch-by-fishing-sector
Fish Catch By Fishing Sector | Europe (Our World in Data)
🇪🇺 2,001 observations · 29 Europe countries · 1950–2018 · Repackaged by Electric Sheep Europe
TL;DR
This dataset contains 2,001 observations of Fish Catch By Fishing Sector data across 29 Europe countries, spanning 1950–2018.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Fish Catch By Fishing Sector
Geographic coverage… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepeurope/europe-owid-fish-catch-by-fishing-sector.fishing-full