initial public release

CITATION.cff

@@ -1,7 +1,7 @@
 cff-version: 1.2.0
 message: "If you use this dataset, please cite it as below."
-title: "Initial PCB-based Microbrewery Dataset"
-version: "0.0.1"
+title: "Initial PCB-Based Experimental Device Dataset (“First Drop”)"
+version: "0.1.0"
 date-released: 2025-10-04
 
 authors:
@@ -9,20 +9,21 @@ authors:
 
 license: "CC-BY-4.0"
 
-repository-code: "STUB GITHUB REPO"
+repository-code: "https://huggingface.co/datasets/iku-bio/first-drop"
 
 abstract: >
-  This dataset contains raw impedance spectroscopy traces and
-  microscopy image captures (hemocytometer-based) from a prototype
-  PCB-based microfluidic bioreactor. Data include sensor logs,
-  calibration metadata, and experimental protocols. The release is
-  intended for demonstration, reproducibility, and ML-ready use.
+  This dataset contains raw process-monitoring telemetry, image metadata,
+  and procedural documentation collected from a prototype PCB-integrated
+  experimental device designed for multi-channel sensing and control.
+  It includes synchronized time-series logs, device configuration files,
+  and structured metadata for reproducibility and downstream analysis.
+  The release is intended for demonstration, interoperability, and
+  machine learning readiness.
 
 keywords:
-  - microfluidics
-  - bioreactors
-  - cell culture
+  - telemetry
+  - process monitoring
+  - experimental devices
   - time-series
-  - biotechnology
-  - impedance spectroscopy
-  - microscopy
+  - PCB systems
+  - instrumentation

README.md

@@ -44,6 +44,7 @@ The run represents a multi-day automated process trial using standard test mater
 ## Directory Structure
 
 
+```text
 first-drop/
 ├── CITATION.cff
 ├── LICENSE
@@ -53,31 +54,31 @@ first-drop/
 ├── agents/
 ├── devices/
 │   ├── connection_map.csv
-│   └── d01-c05-f01-b01.yaml
-├── instruments/
-│   ├── dmm-01.yaml
-│   ├── lcr-meter-01.yaml
-│   ├── oscope-01.yaml
-│   ├── pump-controller-01.yaml
-│   └── (additional instruments)
+│   ├── d01-c05-f01-b01.yaml
+│   ├── instruments/
+│   │   ├── dmm-01.yaml
+│   │   ├── lcr-meter-01.yaml
+│   │   ├── oscope-01.yaml
+│   │   ├── pump-controller-01.yaml
+│   │   └── (additional instruments)
 ├── samples/
 │   ├── sample_table.csv
 │   └── prt-01.yaml
-└── runs/
-    └── run-0001/
-        ├── run.json
-        ├── events.csv
-        ├── qc_flags.csv
-        ├── images.csv
-        ├── images/
-        │   ├── 20250920T002408Z_run-0001_smp-09_hemo_top.tif
-        │   └── (other .tif images)
-        └── timeseries/
-            ├── dmm-01.csv
-            ├── lcr-meter-01.csv
-            ├── oscope-01.csv
-            └── pump-controller-01.csv
-
+├── runs/
+│   └── run-0001/
+│       ├── run.json
+│       ├── events.csv
+│       ├── qc_flags.csv
+│       ├── images.csv
+│       ├── images/
+│       │   ├── 20250920T002408Z_run-0001_smp-09_top_view.tif
+│       │   └── (other .tif images)
+│       └── timeseries/
+│           ├── dmm-01.csv
+│           ├── lcr-meter-01.csv
+│           ├── oscope-01.csv
+│           └── pump-controller-01.csv
+```
 
 ## Contents Summary
 
@@ -126,7 +127,7 @@ first-drop/
 
 If you use this dataset, please cite:
 
-> Iku Bio. *Initial PCB-Based Microbrewery Dataset (“First Drop”)*. Version 0.1.0. 2025.  
+> Iku Bio. *Initial PCB-Based Experimental Device Dataset (“First Drop”)*. Version 0.1.0. 2025.  
 > DOI and archival link pending.  
 > See `CITATION.cff` for structured citation metadata.