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Research & AcademiaFresh — updated 2026-08-04Free tier

Global Research Output & Mobility (OpenAlex)

Institution-level research output profiles and aggregated author mobility flows built from the official OpenAlex snapshot: institutions, sources, topics and funders.

Records
31,798,922 records
Refresh
Quarterly refresh
Formats
CSV + Parquet
Coverage
Global
Packages
2,464
Total volume
26.0 GB

Slices from

$99

Open-tier snapshots are free below — paid plans add monthly refreshes & support.

Request access / Get a sample

Self-serve checkout is coming online — request access and we reply within one business day.

What you get

  • S — Starter slice: 305K rows of institution/source/topic reference tables
  • M — Research pack: 2.5M rows incl. institution profiles
  • L — Full derived library incl. aggregated author mobility flows
  • Data dictionary, datasheet and QA report included with every package

Sample preview

First 50 rows of the real free-sample file — the identical schema you get in every package. Click a column to sort, or filter across all rows.

Sample rows from Research Output & Mobility
https://openalex.org/I33213144University of FloridaUSeducation201914670417539.028.463.230.58450.35758.0
https://openalex.org/I4210162197Vanderbilt HealthUScompany201941410651.025.732.7080.69080.31881.0
https://openalex.org/I2802220154Magellan HealthUShealthcare201780681.08.510.5640.1750.40.0
https://openalex.org/I160664669American Geophysical UnionUSnonprofit201753446.08.422.0750.15090.09430.0
https://openalex.org/I98947143California State Polytechnic UniversityUSeducation20174498767.019.533.7470.35860.29840.0
https://openalex.org/I2948539688AbbVie (United States)UScompany2021101628868.028.412.9750.60530.59450.0
https://openalex.org/I4210141545University of California Division of Agriculture and Natural ResourcesUSeducation20191043246.031.213.2960.76920.27880.0
https://openalex.org/I168046917Whitworth UniversityUSeducation201651468.09.181.7870.25490.0980.0
https://openalex.org/I4210091677Ounce of Prevention FundUSnonprofit2017310.03.330.7060.33330.00.0
https://openalex.org/I4210122545Center for AssessmentUSnonprofit20161013073.030.434.1140.46530.38610.0

50 rows · page 1 of 5

Download the free sample pack

Real rows with the identical schema — enter your work email and we issue a download link instantly. No credit card, no spam.

Coverage statistics

Records
31,798,922
Institutions
100,468
Countries
227
Fields
105
Time coverage
n/a
Largest package
2.6 GB

Available packages

Real contents of the current builds — row counts, sizes and checksums come from the packaging manifest, not estimates.

Built packages for Research Output & Mobility
SliceScopeRowsSizeSnapshotMonthly
S — us-institutionsUS institutions: research-output profiles + topic trends + venue master305,02719.7 MB$99$49/mo
M — global-profiles-trendsGlobal institution profiles + master, topic trends, source/venue profiles2,487,020189.4 MB$299$149/mo
L — full-pack-with-mobilityEverything in M plus the institution-pair author mobility flow table31,798,9222.6 GB$799$299/mo

Built from the official OpenAlex 2026-06-26 S3 snapshot (CC0): 510M works scanned, ~200M works (2016+) sliced, 119M authors, 128k institutions, 283k sources (see pipelines/openalex).

FreeOpen Data — full downloads

This dataset is part of the DataForge Open Data program: the upstream license (Dual license — CC BY-NC 4.0 (DataForge curated layer; academic/personal use, attribution + backlink required); commercial use requires a DataForge commercial license. Upstream data: CC0 1.0, official OpenAlex snapshot (commercial redistribution permitted)) permits free redistribution, so the complete packages below are free — no signup. Please cite DataForge (data.zalize.com) with a backlink when you use or share this data.

Free open data downloads for Research Output & Mobility
PackageRowsSizeDownload
S — Global Research Output, Author Mobility & Topic Trends (OpenAlex)305,02719.7 MBFree download
M — Global Research Output, Author Mobility & Topic Trends (OpenAlex)2,487,020189.4 MBFree download
L — Global Research Output, Author Mobility & Topic Trends (OpenAlex)31,798,9222.6 GBFree download

License: Dual license — CC BY-NC 4.0 (DataForge curated layer; academic/personal use, attribution + backlink required); commercial use requires a DataForge commercial license. Upstream data: CC0 1.0, official OpenAlex snapshot (commercial redistribution permitted) · Attribution: DataForge (data.zalize.com), built from the OpenAlex CC0 snapshot

Full package inventory

Every package registered in the delivery catalog for this dataset — 2,464 packages, 26.0 GB total, 570,097,055 rows. Sizes, row counts and SHA-256 checksums come straight from the packaging pipeline.

PackageDateRowsSizesha256Access
Loading 2464 packages…

How to get this data

# Machine-readable package index (size / sha256 / rows / channels)
curl -s https://data.zalize.com/datasets/global-research-output-mobility-dataset/packages.json | jq '.packages[0]'

# Request a free sample (signed link sent to your email)
curl -X POST https://dl.zalize.com/api/sample \
  -H 'Content-Type: application/json' \
  -d '{"dataset":"global-research-output-mobility-dataset","email":"you@company.com"}'

Pricing

One-time snapshot or monthly subscription. Prices are for the Internal Analytics tier; AI-training and redistribution tiers available — see License. Tiers marked “Request access” require a short approval step before delivery. Snapshots of the open tiers are also free above — paid plans add monthly refreshes and support.

Pricing for Research Output & Mobility
TierScopeOne-time snapshotSubscriptionAccess
S — us-institutionsUS institutions: research-output profiles + topic trends + venue master$99$49/moSelf-serve
M — global-profiles-trendsPOPULARGlobal institution profiles + master, topic trends, source/venue profiles$299$149/moSelf-serve
L — full-pack-with-mobilityEverything in M plus the institution-pair author mobility flow table$799$299/moSelf-serve

AI-training use requires the AI-Training tier (1.5× base); redistribution licensing is quoted individually. Annual subscriptions get 2 months free. License details →

Update frequency & delivery

  • Source: official OpenAlex snapshot, published under CC0 1.0 (commercial redistribution permitted).
  • Every package ships with a MANIFEST (per-file row counts, bytes, sha256) for verification.

Compliance & provenance

Collected only from publicly accessible pages and endpoints — no login-required data, no CAPTCHA solving, no forged authentication. Collection is rate-limited with an identified User-Agent, and collection logs are retained. PII is removed or pseudonymized. Every record carries its source URL and collection timestamp. Sold under a tiered commercial license.

FAQ

How is the data delivered?

The S and M packages are part of the DataForge Open Data program — download them free, no signup, from the Open Data page (GitHub Release and Zenodo DOI mirrors included). The full L edition and monthly refreshes are paid.

Can I use this data commercially?

Academic and personal use is free under CC BY-NC 4.0 (attribution + backlink). Commercial use of the DataForge curated layer requires a DataForge commercial license. Upstream OpenAlex data is CC0 1.0.

What if I need a custom slice?

Custom cuts of the OpenAlex data are available on request — contact us for a quote within one business day.

Slices from

$99

Request access