Strata Hub

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Strata Hub Dataset Catalog

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14datasets
DatasetGood forContainsBranchesOpen
Titanic PassengerstitanicPassenger records with raw and cleaned branches for classification demos.classificationJSONKV3branchesOpen
Dataset notes

Passenger records from the 1912 RMS Titanic voyage - the canonical beginner classification dataset. This bundle carries the **complete** Kaggle "Titanic: Machine Learning from Disaster" distribution: all 1309 passengers, the official 891/418 train/test split, and the `gender_submission` baseline, restructured for Strata so the split and the curation steps are branches rather than a folder of CSVs.

Inside the database

  • JSON

    One document per passenger (passenger:<id>) with class, fare, embarkation, survival, and cabin fields.

  • KV

    Aggregates under meta: - survival rate, passenger counts.

  • branches

    raw keeps the nulls; cleaned imputes them, with every curation step preserved as document history.

License
CC0-1.0
Size
1.1 MB
Branches
default, raw, cleaned
Updated
Sep 7, 2026
Downloads
144
Origin
stratahub.io/titanic
A/B Test Resultsab-test-resultsA deterministic A/B test with each experiment arm on its own branch.ab testingJSONKV4branchesOpen
Dataset notes

A synthetic, deterministic A/B test - one experiment, three arms - laid out so each arm lives on its own Strata branch (`control`, `variant-a`, `variant-b`). It exists to demonstrate the cross-branch comparison workflow: the same query, run per branch, is the entire analysis loop. ## What's in the data

Inside the database

  • JSON

    One document per session (session:<n>), plus a per-arm summary:metrics document.

  • KV

    The experiment definition under meta: - hypothesis, arm sizes.

  • branches

    control, variant-a, and variant-b forked from the shared definition - the same query per branch is the whole analysis.

License
CC0-1.0
Size
53 KB
Branches
default, control, variant-a, variant-b
Updated
Sep 7, 2026
Downloads
8
Origin
stratahub.io/ab-test-results
World Bank Indicatorsworld-bank-indicatorsCountry-level population, GDP, and inflation records.reference dataJSONKV1branchOpen
Dataset notes

Population, GDP, and inflation for every country and region the World Bank tracks, 2000-2025 - the "how big / how rich / how fast are prices moving" table agents reach for in analysis tasks, one document per country instead of six thousand API rows.

Inside the database

A detailed manifest has not been published for this dataset yet.

License
CC-BY-4.0
Size
534 KB
Branches
main
Updated
Sep 7, 2026
Downloads
6
Origin
stratahub.io/world-bank-indicators
IANA HTTP Referenceiana-http-referenceHTTP status codes, methods, and headers as local lookup data.reference dataJSONKV1branchOpen
Dataset notes

The three IANA HTTP registries - status codes, methods, and header fields - as one-read lookups. The reference an agent writing or debugging HTTP calls needs constantly, without bundling a copy or guessing from memory.

Inside the database

A detailed manifest has not been published for this dataset yet.

License
LicenseRef-Public-Domain
Size
80 KB
Branches
main
Updated
Sep 7, 2026
Downloads
4
Origin
stratahub.io/iana-http-reference
Iris FlowersirisFisher iris measurements with curation history included.classificationJSONKV1branchOpen
Dataset notes

Fisher's 1936 iris measurements - the smallest, most familiar dataset in machine learning, restructured for Strata as a tutorial-grade bundle whose version history walks through the dataset's real, documented curation corrections.

Inside the database

  • JSON

    One document per flower (iris:<row>) with the four measurements and species - corrections visible via json history.

  • KV

    Per-species counts under meta:.

License
CC0-1.0
Size
21 KB
Branches
default
Updated
Sep 7, 2026
Downloads
4
Origin
stratahub.io/iris
SemVer Test Corpussemver-test-corpus108 version strings with their validity verdict under Semantic Versioning 2.0.0, 45 ordered precedence pairs, and a full precedence ranking of every valid string - the edge cases dependency logic gets wrong, as one-read lookupsreference dataJSONKV1branchOpen
Dataset notes

108 version strings with their validity verdict under Semantic Versioning 2.0.0, 45 ordered precedence pairs, and a full precedence ranking of every valid string - the edge cases dependency logic gets wrong, as one-read lookups. Plus a second branch that reads the same corpus through the tolerant dialect real tooling actually uses, so `v1.2.3` is one `--branch` flag away from being valid.

Inside the database

A detailed manifest has not been published for this dataset yet.

License
CC0-1.0
Size
125 KB
Branches
main
Updated
Sep 7, 2026
Downloads
4
Origin
stratahub.io/semver-test-corpus
GitHub Eventsgithub-eventsDeveloper activity stored as append-only event streams.event streamEventsKV1branchOpen
Dataset notes

GitHub Events-shaped developer activity - pushes, pull requests, issues, stars, forks - restructured for Strata as an append-only event log grouped into streams by event type, the natural shape for "what happened, in what order" questions over developer activity.

Inside the database

  • Events

    PushEvent, PullRequestEvent, IssuesEvent and more, in arrival order - the natural shape for what-happened-when questions.

  • KV

    Per-type event counts under meta:count:.

License
CC-BY-SA-4.0
Size
529 KB
Branches
default
Updated
Sep 7, 2026
Downloads
3
Origin
stratahub.io/github-events
Agent Memory, With Experimentsagent-memory-with-experimentsSynthetic agent memory with retention-policy branches.agent memoryEventsJSONKV4branchesOpen
Dataset notes

A fully synthetic, deterministic snapshot of a working AI agent's memory - episodic memories, an append-only event trace, and live working state - pre-forked into three experiment branches that each apply a different memory-retention policy, so you can compare retention strategies against identical starting conditions with a single clone. ## What's in the data

Inside the database

  • JSON

    Episodic memories (memory:episodic:<n>) plus live working state under state: - working memory, task queue, profile.

  • Events

    An append-only observation / tool_call / reflection trace with hash-chained sequence integrity.

  • KV

    Run metadata under meta: - seed, step count, policy notes.

  • branches

    Three retention policies forked from one baseline; the raw event log is identical on every branch.

License
CC0-1.0
Size
45 KB
Branches
default, retention-all, retention-window-8, retention-salience
Updated
Sep 7, 2026
Downloads
2
Origin
stratahub.io/agent-memory-with-experiments
SPDX License Referencespdx-license-referenceThe SPDX License List - 727 licenses and 84 exceptions, release 3.28.0 - as one-read lookupsreference dataJSONKV1branchOpen
Dataset notes

The SPDX License List - 727 licenses and 84 exceptions, release 3.28.0 - as one-read lookups. What an agent reviewing dependencies, generating a NOTICE file, or gating redistribution needs from the list, without bundling a copy of it or recalling it from memory.

Inside the database

A detailed manifest has not been published for this dataset yet.

License
NOASSERTION
Size
507 KB
Branches
main
Updated
Sep 7, 2026
Downloads
2
Origin
stratahub.io/spdx-license-reference
ISO Reference Codesiso-referenceCountry, currency, and language codes for local lookups.reference dataJSONKV1branchOpen
Dataset notes

Country, currency, and language codes from three ISO standards, compiled directly into Strata as a lookup table - the small, dependency-free reference data an agent developer reaches for constantly and shouldn't have to bundle by hand.

Inside the database

  • KV

    Direct lookups - country:US, currency:JPY, language:fr - with catalog totals under meta:.

  • JSON

    A detail document per entry across all three code tables (249 countries, 178 currencies, 184 languages).

License
CC0-1.0
Size
73 KB
Branches
default
Updated
Sep 7, 2026
Downloads
1
Origin
stratahub.io/iso-reference
MovieLens 100Kmovielens-100kMovie records, catalog stats, and genre vectors for recommendation tests.recommendationJSONKVVectors2branchesOpen
Dataset notes

The GroupLens MovieLens 100K catalog restructured across three Strata primitives - movie metadata as JSON documents, catalog aggregates as KV, and per-movie genre vectors in a similarity-searchable vector collection - so a single clone gives you a recommendation sandbox with no preprocessing step.

Inside the database

  • JSON

    One document per movie (movie:<id>) with title, year, genres, and rating summary stats.

  • Vectors

    Collection movie-genres - 19-dimension cosine vectors, so nearest-neighbor queries work right after clone.

  • KV

    Catalog aggregates under meta: - movie count, genre list, source id.

  • branches

    The sample branch trims the catalog to the ten most-rated movies - the small/full split without duplicating storage.

License
MovieLens-Research
Size
10 KB
Branches
default, sample
Updated
Sep 7, 2026
Downloads
1
Origin
stratahub.io/movielens-100k
Strata Benchmark Resultsstrata-bench-resultsBenchmark runs stored as an event log.benchmarkingEventsJSONKV1branchOpen
Dataset notes

Thirty real benchmark runs from Strata's own performance suite, replayed as an event log - a first-party history of how the engine's latency, scaling, and workload numbers moved across roughly two months of development, and a worked example of storing run history as events rather than a flat CSV.

Inside the database

  • Events

    latency, scaling, and workload suite runs in order - two months of the engine's own numbers.

  • JSON

    One full result document per run (run:<id>).

  • KV

    Latest-run pointers under meta:latest:.

License
CC0-1.0
Size
109 KB
Branches
default
Updated
Sep 7, 2026
Downloads
1
Origin
stratahub.io/strata-bench-results
Wikipedia ArticleswikipediaArticle metadata with a title-to-slug index.retrievalJSONKV1branchOpen
Dataset notes

Wikipedia article metadata restructured for Strata as one JSON document per article, with a KV title-to-slug index over the top - the shape a future retrieval-augmented-generation corpus would build on once article text and embeddings are added.

Inside the database

  • JSON

    One document per article (article:<slug>) with title, categories, internal links, and word counts.

  • KV

    An exact-title index (title:<Title> → slug) plus catalog totals under meta:.

License
CC-BY-SA-4.0
Size
88 KB
Branches
default
Updated
Sep 7, 2026
Downloads
1
Origin
stratahub.io/wikipedia
Stack Overflow Q&AstackoverflowPython Q&A threads as JSON documents with comments inline.qa retrievalJSONKV1branchOpen
Dataset notes

Stack Overflow questions and answers restructured for Strata as JSON documents with their comment threads embedded inline, so a single `json get` returns a full discussion - no join against a separate comments table.

Inside the database

  • JSON

    Questions and answers keyed post:<id>, with their comment threads inline - no join against a comments table.

  • KV

    Per-tag post counts under meta:tag:.

License
CC-BY-SA-4.0
Size
830 KB
Branches
default
Updated
Sep 7, 2026
Downloads
0
Origin
stratahub.io/stackoverflow