Stress trajectories
Bucketed position observations and safe derived change features for longitudinal analysis.
Checking release status
See liquidation risk
before the outcome.
A research-ready historical dataset for studying DeFi lending stress, near misses and liquidation outcomes across market conditions.
Sample contains synthetic, clearly labelled examples only. It is not production data.
STRESS TRAJECTORY / ILLUSTRATIVEBUCKETED OBSERVATIONS
01 / DATA PRODUCT
Built for analysis,
not extraction.
Four editions built for different depths of research, from a focused core dataset to broader historical coverage and custom delivery.
Outcome labels
Liquidated and near-miss flags, plus time-to-liquidation only where derivable.
Risk context
Oracle move, volatility regime, liquidity and position-size buckets, stress score and risk class where supported.
Research tooling
CSV release, data dictionary, manifest, QA report and cryptographic checksums.
02 / DIFFERENTIATION
Built for research.
Ready for analysis.
ABF packages historical lending-risk observations into consistent, documented datasets designed for quantitative research and model development.
- Purpose-built canonical schema
- Deterministic normalization and validation
- No invented values—missing remains missing
- Versioned artifacts with SHA-256 integrity
03 / COVERAGE STATUS
CURRENT RELEASE
Founding release in preparation
Sample and methodology are available while release coverage is being prepared.
- Availability
- In preparation
- Production access
- Not yet available
04 / SCHEMA PREVIEW
Designed for notebooks,
models and risk review.
Download data dictionary ↘| FIELD | TYPE | DESCRIPTION | EXAMPLE |
|---|---|---|---|
| timestamp_bucket | datetime | UTC observation time rounded to release bucket | 2026-01-15T12:00:00Z |
| hf_velocity | number | Health-factor change per minute | -0.0042 |
| volatility_regime | category | Derived market volatility band | high |
| minutes_until_liquidation | integer | Minutes to observed liquidation, when derivable | 35 |
| risk_class | category | Deterministic stress classification | critical |
Illustrative schema values. Available fields and derivation coverage are release-manifest driven.
05 / METHODOLOGY
Reproducible by design.
1Ingest CSV, JSON or SQLite-exported flat files.
2Normalize Map inputs to a stable canonical schema without fabricating missing observations.
3Enrich Build consistent time windows, outcome labels and derived research features.
4Validate Run quality checks, document the schema and package versioned release artifacts.
Read full methodology →06 / EDITIONS
Choose the depth
your work needs.
One-time purchase. Each edition adds data depth, coverage or delivery options.
Prices are based in USD and localized for your region. Checkout shows the final charge currency and amount.
$399
A focused core dataset for individual research and exploratory analysis.
- Curated liquidation-outcome dataset
- Core market context
- CSV + data dictionary
$980
An extended dataset for deeper analysis and model development.
- Everything in Research
- Near-miss cohorts + stress trajectories
- Parquet + model-ready features
$2,490
The broadest standard dataset for production-grade analytics and commercial research.
- Everything in Professional
- Broad historical and market coverage
- Cross-market aggregates + feature tables
$7,500
The full dataset with bespoke data scope and delivery options.
- Everything in Commercial
- Custom cohorts and aggregations
- Custom formats and delivery scope
Taxes, where applicable, are calculated at checkout. Review the license terms before purchasing.
07 / FAQ
Questions,
answered plainly.
Can I buy from another country?
Yes. Stripe Checkout presents supported local currency, available payment methods and preferred language in supported regions.
Is the sample real production data?
No. Every row is synthetic and labelled as such. It demonstrates format only.
What file formats are included?
Formats vary by edition. CSV is available in Research, while higher editions add Parquet and model-ready tables.
What changes between editions?
Higher editions add richer cohorts, derived features, broader historical coverage and delivery options. Usage rights also expand by edition.
When is the release available?
Availability is shown from the published release manifest. If no manifest is present, the founding release remains in preparation and purchase is disabled.
Are refunds available?
Because this is a digital product, completed deliveries are generally final except where files are defective or applicable law requires otherwise. See the refund policy.
RESEARCH-READY DATAEvaluate the structure.
Evaluate the structure.
Choose the depth you need.
Sales contact details are provided through checkout when a validated release is available.