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 sampleSelf-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.
| https://openalex.org/I33213144 | University of Florida | US | education | 2019 | 14670 | 417539.0 | 28.46 | 3.23 | 0.5845 | 0.3575 | 8.0 |
| https://openalex.org/I4210162197 | Vanderbilt Health | US | company | 2019 | 414 | 10651.0 | 25.73 | 2.708 | 0.6908 | 0.3188 | 1.0 |
| https://openalex.org/I2802220154 | Magellan Health | US | healthcare | 2017 | 80 | 681.0 | 8.51 | 0.564 | 0.175 | 0.4 | 0.0 |
| https://openalex.org/I160664669 | American Geophysical Union | US | nonprofit | 2017 | 53 | 446.0 | 8.42 | 2.075 | 0.1509 | 0.0943 | 0.0 |
| https://openalex.org/I98947143 | California State Polytechnic University | US | education | 2017 | 449 | 8767.0 | 19.53 | 3.747 | 0.3586 | 0.2984 | 0.0 |
| https://openalex.org/I2948539688 | AbbVie (United States) | US | company | 2021 | 1016 | 28868.0 | 28.41 | 2.975 | 0.6053 | 0.5945 | 0.0 |
| https://openalex.org/I4210141545 | University of California Division of Agriculture and Natural Resources | US | education | 2019 | 104 | 3246.0 | 31.21 | 3.296 | 0.7692 | 0.2788 | 0.0 |
| https://openalex.org/I168046917 | Whitworth University | US | education | 2016 | 51 | 468.0 | 9.18 | 1.787 | 0.2549 | 0.098 | 0.0 |
| https://openalex.org/I4210091677 | Ounce of Prevention Fund | US | nonprofit | 2017 | 3 | 10.0 | 3.33 | 0.706 | 0.3333 | 0.0 | 0.0 |
| https://openalex.org/I4210122545 | Center for Assessment | US | nonprofit | 2016 | 101 | 3073.0 | 30.43 | 4.114 | 0.4653 | 0.3861 | 0.0 |
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.
| Slice | Scope | Rows | Size | Snapshot | Monthly |
|---|---|---|---|---|---|
| S — us-institutions | US institutions: research-output profiles + topic trends + venue master | 305,027 | 19.7 MB | $99 | $49/mo |
| M — global-profiles-trends | Global institution profiles + master, topic trends, source/venue profiles | 2,487,020 | 189.4 MB | $299 | $149/mo |
| L — full-pack-with-mobility | Everything in M plus the institution-pair author mobility flow table | 31,798,922 | 2.6 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.
| Package | Rows | Size | Download |
|---|---|---|---|
| S — Global Research Output, Author Mobility & Topic Trends (OpenAlex) | 305,027 | 19.7 MB | Free download |
| M — Global Research Output, Author Mobility & Topic Trends (OpenAlex) | 2,487,020 | 189.4 MB | Free download |
| L — Global Research Output, Author Mobility & Topic Trends (OpenAlex) | 31,798,922 | 2.6 GB | Free 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.
| Package | Date | Rows | Size | sha256 | Access |
|---|---|---|---|---|---|
| Loading 2464 packages… | |||||
How to get this data
DataForge (this site)
External channels (free tiers)
# 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.
| Tier | Scope | One-time snapshot | Subscription | Access |
|---|---|---|---|---|
| S — us-institutions | US institutions: research-output profiles + topic trends + venue master | $99 | $49/mo | Self-serve |
| M — global-profiles-trendsPOPULAR | Global institution profiles + master, topic trends, source/venue profiles | $299 | $149/mo | Self-serve |
| L — full-pack-with-mobility | Everything in M plus the institution-pair author mobility flow table | $799 | $299/mo | Self-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.
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