Nix Nightshade Security

Custom Synthetic Datasets, Built to Spec

Structured, tabular data at volume — generated to order, delivered clean, ready for training, evaluation, or testing.

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01 — OFFERING

What We Offer

Nix Nightshade Security produces synthetic structured and tabular datasets at scale. Whether you need data to train a model, benchmark an evaluation pipeline, or stress-test a system, each dataset is generated to fit your exact specification — row count, schema, format, and complexity.

02 — CATALOG

Datasets

ED Triage & Patient Flow A$229 AUD 40,000 rows · 30 columns · CSV Emergency department presentations across twelve months, graded on the Australasian Triage Scale. 62 presenting complaints, arrival-mode and time-of-day patterns, and wait times that degrade non-linearly once occupancy passes 90%. Includes NEAT four-hour compliance and disposition outcomes through to did-not-wait. Enquire to purchase → Free sample (CSV) Summary statistics Data dictionary README Methodology Known limitations
Nurse Rostering & Acuity-to-Staffing A$199 AUD 24,090 rows · 36 columns · CSV Shift-level roster records for 22 wards across two campuses, linking staffing to patient acuity and outcomes. NHPPD actual against shift-adjusted target, skill mix across five nursing roles, agency and overtime as a response to shortfall, and six adverse-event categories modulated by how short the shift ran. Enquire to purchase → Free sample (CSV) Summary statistics Data dictionary README Methodology Known limitations
Medication Administration & Near-Miss Safety A$179 AUD 30,000 rows · 31 columns · CSV Medication administration events across ten wards, with near-miss and error rates that shift with night duty, handover windows, staff experience and administration density. 82 medications with APINCHS high-risk flagging, graded A through G on the NCC MERP severity index. Enquire to purchase → Free sample (CSV) Summary statistics Data dictionary README Methodology Known limitations
All three datasets
94,090 rows across the whole picture — flow, staffing, and safety. A$499 AUD save A$108

Every dataset ships with a data dictionary, methodology note, bias and representativeness statement, known limitations, and generated summary statistics. The samples above are free to download and use with attribution. Purchase includes the complete CSV, licensed for research, education, model training, testing and prototyping — not for clinical decisions, facility benchmarking, or regulatory submission. Get in touch if you need a custom dataset built to your own schema.

03 — PROCESS

How It's Made

Every dataset is generated synthetically — no real user data, no scraped personal information, no third-party records. This means datasets can be produced, scaled, and customised without the privacy or licensing concerns that come with real-world data sources.

Each dataset goes through a structured generation and validation process to check for consistency, schema accuracy, and realistic data distributions before delivery.

100% synthetic — no real or scraped personal data, ever
04 — ABOUT

About

Nix Nightshade Security is a Melbourne, Australia-based sole trader business (ABN 42 828 848 967) producing synthetic datasets for buyers who need structured data without the overhead of sourcing or cleaning it themselves.

The business is built on a background in clinical and forensic nursing — work that demands precision, careful documentation, and attention to detail under scrutiny. That same rigor carries directly into how datasets are built: consistent, well-structured, and checked before they're delivered.

All work is carried out remotely and asynchronously — no calls or meetings required to get a dataset built and delivered.

Precision isn't optional when the record has to hold up. The same standard applies here.

05 — FAQ

Frequently Asked Questions

What can I use this data for?
Synthetic datasets are suited to model training, evaluation and benchmarking, and pipeline or system testing. If you're not sure whether a dataset fits your use case, get in touch before purchasing.
What formats are datasets delivered in?
Standard delivery is CSV or JSON. Other structured formats can be arranged on request.
Can I request a custom dataset?
Yes. Custom datasets can be built to a specified schema, row count, and format. Contact us with your requirements for a quote and turnaround estimate.
What's the turnaround time?
Turnaround depends on dataset size and complexity. Standard and custom requests will be quoted with an estimated delivery date before work begins.
What's the licensing on purchased data?
Terms depend on the dataset type: custom-built datasets come with full rights for the buyer. Ready-made datasets may be used for any purpose but not redistributed or resold. Free datasets may be used freely, provided Nix Nightshade Security is credited as the creator.
What's your refund/revision policy?
Refunds are not available. Please review dataset details and confirm your requirements before purchasing.
06 — CONTACT

Get in Touch

For dataset requests, custom quotes, or questions, reach out at:

consultant@nixsec.co.site