Datasets
Synthetic dataset
Batch Release & Hold Timestamps Dataset
Batch lifecycle timestamps including lab sampling, release decisions, and holds, for quantifying decision-delay time.
ChemicalsQuality-Decision DelayQuality-decision delay estimationCC-BY-4.0
44k
rows
11
features
2.5k
downloads
This dataset is intended for research, education, and benchmarking. Industrial deployment requires validation with plant-specific data.
Schema
| Field | Type | Description |
|---|---|---|
| batch_id | string | Batch identifier |
| ready_ts | datetime | Ready-for-release timestamp |
| released_ts | datetime | Release-decision timestamp |
| hold_min | float · min | Idle time awaiting decision (label) |
| decision_type | enum | lab / QA / process |
Sample preview
| batch_id | ready_ts | released_ts | hold_min | decision_type |
|---|---|---|---|---|
| b-7701 | 08:12 | 08:41 | 29 | lab |
| b-7702 | 10:05 | 10:12 | 7 | QA |
| b-7703 | 13:20 | 13:58 | 38 | lab |
| b-7704 | 16:02 | 16:15 | 13 | process |
Data dictionary
- hold_minConstraint idle minutes awaiting a decision (label)
Discussion
- r.Question
r.okafor
Digital product lead · 4d
Is the synthetic generator's noise model documented anywhere? Want to make sure augmentation is comparable to what we add on our side.
9 - maComment
matereal
Maintainer · 4d
Generator notes are in the linked research summary. Happy to expand the data dictionary if any fields are unclear.
6
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