MicroscopeData Catalog

Scientific & Research

Buy and sell scientific data — academic papers, citation networks, lab experiments, peer review, research grants, conference proceedings, patents, and replication datasets. The reasoning data AI labs scrape hard.

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Lab Experiments & Protocols

Experimental protocols, lab notebook records, and reproducibility test data.

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Peer Review Data

Reviewer reports, editorial decisions, and manuscript revision histories.

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Research Grants & Funding

NIH/NSF/ERC grant awards, foundation funding, and grant application data.

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Conference Proceedings & Talks

Conference proceedings archives, talk transcripts, and poster session data.

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Patents & IP Filings

USPTO and EPO filings, patent citation networks, and trademark records.

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Datasets & Replication Materials

Published research datasets, code replication packages, and supplementary materials.

6 subtypesExplore

Academic Papers & Preprints

arXiv preprints, peer-reviewed journal articles, theses, and conference papers.

6 subtypesExplore

Citation Networks & Bibliometrics

Citation graphs, h-index, journal impact factors, and co-authorship networks.

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Researcher Profiles & Metrics

ORCID profiles, Google Scholar data, and academic CV records.

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Subtypes

Every data type.data type.

Scientific & Research

Research Award Records

Major scientific prizes and recognitions — research excellence data.

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Scientific & Research

Trademark Filing Data

Trademark applications and registrations — brand protection intelligence.

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Scientific & Research

Reagent & Reagent Lot Data

Reagent specifications and lot numbers — supply chain training data for lab automation AI.

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Scientific & Research

H-Index & Impact Metrics

Researcher impact scores across disciplines — academic ranking and discovery training data.

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Scientific & Research

Citation Graph Data

Paper-to-paper citation graphs with temporal data — training data for influence and recommendation AI.

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Scientific & Research

Co-Authorship Networks

Collaboration graphs across institutions and countries — research network analysis data.

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Scientific & Research

Equipment Calibration Logs

Lab instrument calibration and maintenance records — predictive maintenance training data for science.

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Scientific & Research

Author Citation Networks

Author co-citation and collaboration networks — research community intelligence data.

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Scientific & Research

Lab Safety Incident Reports

Anonymized lab safety incidents and near-misses — training data for lab safety AI.

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Scientific & Research

Manuscript Revision Histories

Before/after manuscript revisions — paired training data for academic writing AI.

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Scientific & Research

Editorial Decision Records

Accept/reject patterns from journal editors — editorial decision training data.

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Scientific & Research

Talk Recording Transcripts

Conference talk audio with transcripts — multimodal academic training data.

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Scientific & Research

Review Quality Metrics

Reviewer reliability and quality scores — training data for reviewer matching AI.

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Scientific & Research

Foundation Grant Data

Private foundation grants from Gates, MacArthur, Sloan, and others — philanthropic funding data.

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Scientific & Research

NSF Funding Records

NSF grant data across all directorates — US science funding intelligence data.

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Scientific & Research

Published Research Datasets

Datasets accompanying published papers — supplementary training data across disciplines.

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Scientific & Research

USPTO Patent Filings

Full text and metadata of US patent filings — innovation training corpus.

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Scientific & Research

Patent Litigation Records

Patent infringement cases and outcomes — IP enforcement intelligence.

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Scientific & Research

Editorial Board Memberships

Journal editorial boards and editorial roles — academic gatekeeper intelligence.

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Scientific & Research

Negative Result Datasets

Failed experiment data and null results — the data nobody publishes but AI needs.

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Scientific & Research

Patent Citation Networks

Patent-to-patent citation graphs — innovation flow training data.

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Scientific & Research

Peer-Reviewed Journal Articles

Full-text peer-reviewed articles from major publishers — high-quality training data for academic AI.

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Scientific & Research

Thesis & Dissertation Data

PhD and Masters theses from university repositories — long-form academic reasoning training data.

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Scientific & Research

Journal Impact Factors

Historical impact factors and journal quality metrics — academic publishing intelligence.

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Scientific & Research

Reference List Datasets

Structured reference lists from millions of papers — training data for citation generation AI.

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Scientific & Research

Reproducibility Test Data

Replication attempts and outcomes from major studies — training data for scientific QA AI.

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Scientific & Research

Open Peer Review Data

Public peer reviews from F1000, eLife, and BMC — transparent review training data.

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Scientific & Research

NIH Grant Award Data

NIH grant awards with abstracts and funding amounts — biomedical research funding intelligence.

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Scientific & Research

Grant Application Data

Anonymized grant applications and review scores — training data for grant writing AI.

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Scientific & Research

Supplementary Material Files

PDFs, tables, and figures supplementing journal articles — extended scientific content.

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Scientific & Research

Dataset Citation Records

How datasets get cited across papers — dataset reuse and impact intelligence.

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Scientific & Research

Replication Crisis Data

Documented replication failures across psychology, biology, and economics — meta-research data.

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Scientific & Research

EPO Patent Documents

European Patent Office filings with classifications — global IP intelligence data.

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Scientific & Research

IP Licensing Records

Patent and IP licensing deals with terms — IP market intelligence.

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Scientific & Research

ORCID Researcher Profiles

Open researcher identifier data with affiliations — global researcher graph.

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Scientific & Research

Google Scholar Profile Data

Researcher publication and citation profiles — academic discovery intelligence.

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Scientific & Research

Industry Research Funding

Corporate research sponsorship data — industry-academia funding intelligence.

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Scientific & Research

Academic CV & Career Records

Anonymized academic career trajectories — training data for academic career AI.

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Scientific & Research

Retracted Paper Records

Database of retracted papers with reasons — training data for scientific integrity detection AI.

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Scientific & Research

Keynote Slide Decks

Keynote presentations from leading researchers — high-signal scientific content.

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Scientific & Research

Lab Notebook Records

Anonymized electronic lab notebook entries — training data for scientific reasoning AI.

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Scientific & Research

Open Access Publication Data

Bulk open access papers with metadata — the largest legally usable scientific corpus.

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Scientific & Research

Reviewer Conflict-of-Interest Data

Disclosed conflicts and recusals — training data for COI detection AI.

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Scientific & Research

arXiv Preprint Corpus

Bulk preprint papers from arXiv across all fields — the foundation training corpus for scientific reasoning AI.

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Scientific & Research

Code Replication Packages

Code accompanying research papers — paired code-paper training data for scientific AI.

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Scientific & Research

Conference Attendee Demographics

Anonymized conference participation data — scientific community intelligence.

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Scientific & Research

University Affiliation Data

Researcher-to-institution mappings over time — academic mobility intelligence.

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Scientific & Research

Workshop Material Records

Workshop tutorials and hands-on materials — training data for educational AI.

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Scientific & Research

Poster Session Data

Poster abstracts and presentations from scientific meetings — emerging research data.

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Scientific & Research

Conference Proceedings Archives

Full proceedings from major scientific conferences — bulk academic content for AI training.

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Scientific & Research

Experimental Protocol Data

Standard operating procedures from major labs — training data for AI lab assistants.

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Scientific & Research

Conference Paper Archives

NeurIPS, ICML, CVPR, and other top conference proceedings — the AI research training corpus.

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Scientific & Research

European Research Council Grants

ERC grant awards with research focus — European science funding data.

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Scientific & Research

Reviewer Comments & Reports

Anonymized peer reviewer reports — training data for AI peer review assistants.

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