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--- |
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annotations_creators: [] |
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language: |
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- en |
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license: cc-by-4.0 |
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pretty_name: First Drop |
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dataset_info: | |
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Pilot dataset from an integrated experimental device used for multi-channel process monitoring at miniature scales. |
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Includes synchronized telemetry from laboratory instruments, connection mapping, quality-control annotations, image metadata, and run logs. |
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The run represents a multi-day automated process trial using standard test materials. |
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tags: |
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- telemetry |
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- multichannel |
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- timeseries |
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--- |
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# First Drop: Initial PCB-Based Process Monitoring Sample Recordings |
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Pilot dataset from a custom, Printed Circuit Board (PCB)-integrated experimental device used for miniature process monitoring. |
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Includes synchronized telemetry from multiple laboratory instruments, connection mapping, quality-control annotations, and metadata. |
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The run represents a multi-day process test using standard test materials and media. |
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--- |
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## Dataset Overview |
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**Name:** `first-drop` |
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**Title:** *Initial PCB-based Experimental Device Sample Recordings* |
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**Version:** 0.1.0 |
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**Created:** 2025-09-25 |
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**Modified:** 2025-10-03 |
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**License:** [CC-BY-4.0](https://creativecommons.org/licenses/by/4.0/) |
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**Maintainer:** Iku Bio |
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**Keywords:** telemetry, multichannel, timeseries |
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**Description:** |
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Pilot dataset from an integrated experimental device used for multi-channel process monitoring at miniature scales. |
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Includes synchronized telemetry from laboratory instruments, connection mapping, quality-control annotations, image metadata, and run logs. |
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The run represents a multi-day automated process trial using standard test materials. |
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--- |
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## Directory Structure |
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```text |
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first-drop/ |
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βββ CITATION.cff |
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βββ LICENSE |
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βββ README.md |
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βββ datapackage.json |
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βββ dataset_description.json |
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βββ agents/ |
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βββ devices/ |
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β βββ connection_map.csv |
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β βββ d01-c05-f01-b01.yaml |
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β βββ instruments/ |
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β β βββ dmm-01.yaml |
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β β βββ lcr-meter-01.yaml |
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β β βββ oscope-01.yaml |
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β β βββ pump-controller-01.yaml |
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β β βββ (additional instruments) |
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βββ samples/ |
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β βββ sample_table.csv |
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β βββ prt-01.yaml |
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βββ runs/ |
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β βββ run-0001/ |
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β βββ run.json |
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β βββ events.csv |
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β βββ qc_flags.csv |
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β βββ images.csv |
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β βββ images/ |
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β β βββ 20250920T002408Z_run-0001_smp-09_top_view.tif |
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β β βββ (other .tif images) |
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β βββ timeseries/ |
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β βββ dmm-01.csv |
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β βββ lcr-meter-01.csv |
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β βββ oscope-01.csv |
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β βββ pump-controller-01.csv |
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``` |
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## Contents Summary |
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| Folder | Description | |
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|--------|--------------| |
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| `dataset_description.json` | BIDS-style metadata: dataset name, license, and provenance | |
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| `datapackage.json` | Frictionless Data manifest defining schema, paths, and resources | |
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| `devices/` | Hardware definitions and cross-references between sensors and instruments | |
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| `instruments/` | Instrument-level metadata, configuration, and calibration YAMLs | |
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| `samples/` | Biological and chemical sample metadata, plus experimental protocols | |
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| `runs/` | Each run includes raw time-series, events, QC flags, and image metadata | |
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| `agents/` | Software and processing provenance for acquisition and packaging | |
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| `CITATION.cff` | Formal citation metadata (for Zenodo, GitHub, and publishers) | |
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--- |
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## Identifier Reference Design |
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- **Tags** (e.g., `sample_tag`, `protocol_tag`, `instrument_tag`) are used for cross-referencing within the dataset. |
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- **UUIDs** appear only in master definitions (e.g., sample table, YAML specs) to maintain a single source of truth. |
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- Cross-reference tables (e.g., `connection_map.csv`, `timeseries/*.csv`) refer to tags, not UUIDs. |
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--- |
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## Data Conventions |
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- Time is represented both as: |
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- `time_ns`: integer epoch nanoseconds |
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- `time_utc_iso8601`: ISO 8601 UTC string |
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- Numeric values may be integers or floats; scientific notation uses the format `2.3e6` (not `2.3Γ10^6`). |
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- Units are written in full (e.g., `volt`, `ohm`, `farad`) rather than abbreviations (`V`, `Ξ©`, `F`). |
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- All files are UTF-8 encoded CSV unless otherwise noted. |
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- `value_state` and `severity` fields use controlled vocabularies defined in `datapackage.json`. |
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--- |
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## Run Notes |
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- Run duration reflects **device activity** only. |
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Offline measurements (e.g., microscopy) may occur after `run_end` and are still included as events for completeness. |
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- This dataset corresponds to *run-0001*, a pilot process monitoring experiment lasting approximately four days. |
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--- |
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## Citation |
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If you use this dataset, please cite: |
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> Iku Bio. *Initial PCB-Based Experimental Device Dataset (βFirst Dropβ)*. Version 0.1.0. 2025. |
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> DOI and archival link pending. |
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> See `CITATION.cff` for structured citation metadata. |
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--- |
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## License |
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This dataset is released under the [CC-BY-4.0 License](https://creativecommons.org/licenses/by/4.0/). |
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You are free to share and adapt the data with proper attribution. |
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--- |
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## Contact |
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For technical questions, collaboration, or attribution inquiries, visit [https://www.iku.bio](https://www.iku.bio). |
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--- |
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## Next Steps |
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- Expanded datasheet (`datasheet.md`) and dataset card (`dataset_card.md`) forthcoming. |
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- Additional instrument calibration runs and software documentation will be released under `version: 0.2.0`. |
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