Research data analytics · Australia

Unlocking the Power of
Research & Innovation
Open Data

We use open research and patent databases to help you answer real questions about who is doing what in science and innovation — and what it means for your organisation. 20 years of scientometrics, all open-source tools.

20+
Years in the Field
4
Core Service Areas
100%
Open Data Driven
AU
Central Victoria

Four ways we can help

We use open databases — OpenAlex, The Lens, Web of Science — and open-source tools to query, analyse, and visualise research and patent data. Here is what we build.

01

Impact, Publication & Invention Evaluation

We dig into publication and patent records to show what research is being produced, who is producing it, and where the impact is. Useful for funding decisions, performance reviews, and strategy planning.

The Lens OpenAlex Web of Science Bibliometrics
02

Thematic Landscape of Science & Technology

We map the research landscape for a given topic — which themes are growing, where the gaps are, who is publishing the most. Output is a dashboard or report you can share with your team or leadership.

Python R / Shiny Quarto Power BI
03

Mapping Research & Innovation Networks

We map who is collaborating with whom — institutions, researchers, countries. Useful for finding potential partners, understanding your position in a field, or tracking how a network has shifted over time.

VosViewer Gephi NetworkX Leaflet
04

Open Science Data Workflow Integration

We build pipelines to pull, clean, and link data from multiple open sources. If you are sitting on raw data or need to automate a research data feed, we can set that up.

SQL MongoDB DuckDB AI Pipelines

Small team. 20 years in the field.

Science Data Nexus is a small independent operation based in Central Victoria. You work directly with the analyst — no account managers, no junior staff passing on your brief.

Open science data + analysis + delivery
= insights + opportunities
= value + impact

We work the way good science works:

Collaboration
Innovation
Transparency
Integrity

Background

  • 20+ years doing scientometrics and research analytics
  • PhD in Science of Team Science
  • MS in Biology
  • Research policy and management experience across Australia and internationally
  • Hands-on quantitative analysis across the full research data stack
  • Worked across government, health, corporate R&D, and universities
Early support from Mount Alexander Shire Council, the Small Business Mentoring Service, and Amazon Web Services.

Based on Dja Dja Wurrung Country, Central Victoria, Australia.

How We Work

We use open data and open-source tools throughout. Everything is documented and reproducible. We will explain what we have done and why — no black boxes.

01

Understand the question

We start with a conversation about what you are actually trying to find out — what question needs answering, what data you already have, and what format the output needs to be in.

02

Analyse & Deliver

We pull and process the relevant open data, run the analysis, and build you a dashboard, report, or dataset — whatever fits your workflow. Reproducible and fully documented.

03

Hand over and keep going

We hand over the work with enough context that you can use it independently. If you need ongoing updates or want to extend the analysis, we can keep things going.

Selected Projects

Here are two things we have built.

Platform March 2025 — v0.1 Proof of Concept

Innovative Regions

An open-data platform mapping innovation activity in regional Australia — patents, publications, and startups outside the major cities. Currently a proof of concept at v0.1.

Visit regioninnovation.org
Dashboard December 2024 — v1.0 Preview

French–Australian Research Collaborations

An interactive dashboard visualising the state of scientific and innovative collaborations between France and Australia over the last decade (2015–2024), spanning all disciplines.

Preview available on request

Who we work with

If you work with research or innovation data and need help making sense of it, we are probably a good fit.

🏛️Government Agencies
🎓Universities & Research Institutions
🏥Health & Medical Research
🌱Non-Profits & Foundations
🔬Innovative Companies
🌏International Collaborations
📊Corporate R&D
🗺️Regional Development

Get in touch

Have a project in mind or a specific question? Email us or reach out on LinkedIn. We will get back to you within a couple of days.

Location
Central Victoria, Australia
Dja Dja Wurrung Country

Got a project or question?

We work with research orgs, non-profits, innovative companies, and government agencies. No lengthy scoping process — just tell us what you are trying to figure out and we will go from there.

Email us
Science Data Nexus Consulting · ABN 62 899 378 102