Monthly and annual global land–ocean temperature anomalies from 1880 to the present, relative to the 1951–1980 average.
CSV · Updated 1w ago · ↓ 6 · ♥ 0 For machines
Datasets · Models · Skills · News
The home for open datasets and models
Browse and preview real datasets, download trained models, and share your own — every submission is checked before it goes live.
1,100 available
For machinesDatasets →
Clean, documented data in open formats.
1,435 available
For machinesModels →
Trained weights with framework, task and licence.
28 available
For machinesSkills →
Instructions an agent can follow, step by step.
139 available
For peopleCourses →
Lessons, quizzes and a certificate at the end.
Updated 7 Oct
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New releases and what we are working on.
113 downloads so far
Datasets
For machinesFeatured and newest first.
Every yellow taxi trip in New York City in January 2024: 2,964,624 trips with pick-up and drop-off times, zones, distances and fares.
Parquet · Updated 1w ago · ↓ 4 · ♥ 0 For machines
Our World in Data's CO₂ and greenhouse gas dataset: 79 indicators for 254 countries and regions from 1750 to 2024.
CSV · Updated 1w ago · ↓ 2 · ♥ 0 For machines
Bill, flipper and body-mass measurements for 344 Adélie, Chinstrap and Gentoo penguins from Antarctica.
CSV · Updated 1w ago · ↓ 4 · ♥ 0 For machines
Physicochemical tests and sensory quality scores for 6,497 Portuguese vinho verde wines.
CSV · Updated 1w ago · ↓ 10 · ♥ 0 For machines
Garbage collection zones for Southern Grampians Shire Council. Includes the towns of: Balmoral, Byaduk, Byaduk North, Coleraine, Dunkeld, Glenthompson, Hamilton, Penshurst and Tarrington
CSV · Updated 2d ago · ↓ 1 · ♥ 0 For machines
Models
For machinesFeatured and newest first.
Classifies English text as positive or negative. DistilBERT fine-tuned on the Stanford Sentiment Treebank.
Text classification · Updated 10h ago · ↓ 14 · ♥ 0 For machines
Maps sentences and short paragraphs to 384-dimensional vectors for semantic search, clustering and similarity. Small and fast.
Sentence similarity · Updated 7h ago · ↓ 18 · ♥ 0 For machines
Text generation model from Qwen, built for Transformers. 9.6M downloads on Hugging Face in the last month.
Text generation · Updated 1yr ago · ↓ 0 · ♥ 0 For machines
Text generation model from Qwen, built for Transformers. 31.2M downloads on Hugging Face in the last month.
Text generation · Updated 1yr ago · ↓ 0 · ♥ 0 For machines
Text generation model from openai-community, built for Transformers. 15.5M downloads on Hugging Face in the last month.
Text generation · Updated 2yrs ago · ↓ 0 · ♥ 0 For machines
Text generation model from Qwen, built for Transformers. 10.1M downloads on Hugging Face in the last month.
Text generation · Updated 1yr ago · ↓ 0 · ♥ 0 For machines
Skills
For machinesInstructions written for an agent rather than a person.
Read a delimited file's shape, types and quirks before anything depends on it, and report what would break.
Any agent · Updated 1d ago · ↓ 0 · ♥ 0 For machines
Turn a pile of files and a vague description into a card that answers what a user needs before downloading.
Any agent · Updated 1d ago · ↓ 0 · ♥ 0 For machines
Check a schema change for locking, data loss and the consumers nobody told.
Any agent · Updated 1d ago · ↓ 0 · ♥ 0 For machines
Work out what broke, how far the damage spread and what to do first — before touching the code.
Any agent · Updated 1d ago · ↓ 0 · ♥ 0 For machines
Work out whether data may lawfully be used for the purpose at hand, and say what is unresolved.
Any agent · Updated 1d ago · ↓ 0 · ♥ 0 For machines
Create the question-and-answer set that tells you whether a RAG system works, before tuning anything.
Any agent · Updated 1d ago · ↓ 0 · ♥ 0 For machines
News
For peopleNews 3 min read
Your Account Is Yours, and So Are the Numbers
A new Insights page reports your downloads, likes, progress and quiz results, with CSV exports of all of it. Alongside it: account settings, a forgotten-password link that actually exists, and a notification when an admin reviews your work.
News 2 min read
One Search Box, and a JSON API for Everything Public
Search now covers datasets, models, courses, guides and news from a single box. Everything a signed-out visitor can read is also available as JSON, with no key and nothing to sign up for — plus RSS feeds and a sitemap.
News 2 min read
Quizzes, Certificates and Reviews for Every Course
Lessons can now end with a quiz you have to pass to finish them, courses issue a shareable certificate when you reach the end, and the learners who took a course can say what it was worth.
News 2 min read
The Old Shop's 99 Datasets, Pointed at Where the Data Lives Today
Every dataset from the old glitchdata shop now has a page on the hub — and, for 91 of them, a link to the official register, portal or standard where the same data can be had today, free, from the people who publish it.
Guide 2 min read
Five Hundred Guides, From First Principles to Agent Harnesses
The guide library has grown to 500 articles across sixteen topics — machine learning and statistics at one end, RAG, prompting, MCP, A2A and AI security at the other. Every one is free, needs no account, and sits one click from the courses that recommend it.
Guides
For people572 short, practical reads on AI and data — free, no sign-in.
AI foundations
Guide · 2 min
What Is Artificial Intelligence?
A plain-language definition of AI, the difference between narrow and general AI, and why today's systems are mostly about learning patterns from data.
AI foundations 2 min read 8 Oct 2026 For people
AI foundations
Guide · 2 min
AI, Machine Learning and Deep Learning: How They Relate
AI, machine learning and deep learning are often used interchangeably, but they are nested ideas. Here is how they fit together.
AI foundations 2 min read 7 Oct 2026 For people
AI foundations
Guide · 2 min
A Short History of AI
From the 1956 Dartmouth workshop to large language models: the booms, the 'AI winters' and the ideas that shaped the field.
AI foundations 2 min read 6 Oct 2026 For people
AI foundations
Guide · 2 min
How Machines Learn From Examples
The core loop of machine learning — data, model, loss and optimisation — explained without equations.
AI foundations 2 min read 5 Oct 2026 For people