Datasets
Sample dataset
Shift & Crew Output Panel
Output by shift, crew, and comparable line under matched operating conditions, for surfacing performance-variation gaps.
Paper · Glass · CementShift-Performance VariationShift performance variationCC-BY-4.0
18k
rows
13
features
2.3k
downloads
This dataset is intended for research, education, and benchmarking. Industrial deployment requires validation with plant-specific data.
Schema
| Field | Type | Description |
|---|---|---|
| day | date | Production day |
| line | string | Line identifier |
| shift | enum | A / B / C |
| output | float · units | Shift output |
| conditions | string | Matched operating-condition key |
Sample preview
| day | line | shift | output | conditions |
|---|---|---|---|---|
| 2026-04-02 | L1 | A | 9120 | cond-3 |
| 2026-04-02 | L1 | B | 8640 | cond-3 |
| 2026-04-02 | L2 | A | 9080 | cond-3 |
| 2026-04-02 | L2 | C | 8210 | cond-3 |
Data dictionary
- conditionsKey grouping comparable operating conditions
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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