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GCON V1 — Data Preprocessing

This repository contains the preprocessing implementation and associated development materials from the GCON V1 research workflow.

The release is intentionally limited to the contents selected from the original code/ directory. It is provided as a research and technical reference rather than as a complete distribution of the underlying project data.


Overview

Data preprocessing is a critical component of the GCON V1 workflow. The materials in this repository preserve the implementation used during preprocessing, transformation, data inspection, and related development activities.

The repository is separated from the private research backup so that implementation materials can be reviewed without publishing the complete original project directory.


Repository Scope

Public source directory:

/home/jovyan/phase_1/v1/code

Files included in this release: 9

Total selected size: 11.89 MB

Only files from the selected code/ directory are included in this public repository.

The following are not part of this release:

  • Original research datasets
  • Private backup archives
  • Unselected project directories
  • Jupyter checkpoint files
  • Git metadata
  • Temporary or cache files

Repository Structure

|-- main.ipynb
|-- mode.ipynb
|-- v1.1.15.ipynb
|-- v1.1.2.ipynb
|-- v1.1.3-time.ipynb
|-- v1.1.3.ipynb
|-- v1.1.4.ipynb
|-- v1.2.1.ipynb
|-- v1.3.1.ipynb

The repository structure reflects the selected contents of the original GCON V1 code/ directory.


Preprocessing Workflow

The materials in this release document the development-stage preprocessing workflow used in GCON V1.

Depending on the individual notebook or script, the workflow may include data inspection, preprocessing, transformation, feature preparation, intermediate validation, and generation of analysis-ready outputs.

Because this repository preserves research development materials, individual files may represent different iterations of the preprocessing workflow.


Reproducibility

The source files are published to improve transparency of the preprocessing and development workflow.

However, this repository does not include the complete original datasets required to reproduce every notebook output directly.

Users should therefore treat the repository as an implementation reference rather than a standalone executable dataset package.


Jupyter Notebooks

Notebook files are preserved with their existing code and saved outputs where available in the selected source files.

Jupyter-generated .ipynb_checkpoints directories are intentionally excluded from the public release because they are development artifacts rather than primary research files.


Data Availability

The complete underlying research data are not distributed through this public repository.

Files included here should not be interpreted as a complete public release of the original GCON research dataset.


Intended Use

This repository is intended for:

  • Research documentation
  • Technical portfolio presentation
  • Preprocessing workflow review
  • Methodological reference
  • Reproducibility documentation

It is not intended to provide a complete production system or a complete copy of the original research environment.


Release Information

  • Repository: hiimsharon/gcon-v1-preprocessing
  • Visibility: Public
  • Source files: 9
  • Source size: 11.89 MB
  • Jupyter checkpoints: Excluded from public release
  • Original source directory: Not modified
  • Release generated: 2026-08-16T02:15:37.746786+08:00

Notice

This repository contains research-stage implementation materials. File organization, variable names, intermediate outputs, and notebook structure may reflect the iterative nature of the original research workflow.

The public release is intentionally scoped to preprocessing-related implementation materials selected from GCON V1.

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