| --- |
| pretty_name: "GCON V1 - Data Preprocessing" |
| language: |
| - en |
| tags: |
| - data-preprocessing |
| - time-series |
| - research |
| - jupyter-notebook |
| --- |
| |
| # GCON V1 — Data Preprocessing |
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| This repository contains the preprocessing implementation and associated development materials from the GCON V1 research workflow. |
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| 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. |
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| --- |
|
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| ## Overview |
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| 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. |
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| The repository is separated from the private research backup so that implementation materials can be reviewed without publishing the complete original project directory. |
|
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| --- |
|
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| ## Repository Scope |
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| Public source directory: |
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| /home/jovyan/phase_1/v1/code |
| |
| Files included in this release: **9** |
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| Total selected size: **11.89 MB** |
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| Only files from the selected `code/` directory are included in this public repository. |
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| The following are not part of this release: |
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| - Original research datasets |
| - Private backup archives |
| - Unselected project directories |
| - Jupyter checkpoint files |
| - Git metadata |
| - Temporary or cache files |
|
|
| --- |
|
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| ## 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. |
|
|
| --- |
|
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| ## Preprocessing Workflow |
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| The materials in this release document the development-stage preprocessing workflow used in GCON V1. |
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| 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. |
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| Because this repository preserves research development materials, individual files may represent different iterations of the preprocessing workflow. |
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| --- |
|
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| ## Reproducibility |
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| The source files are published to improve transparency of the preprocessing and development workflow. |
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| However, this repository does not include the complete original datasets required to reproduce every notebook output directly. |
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| Users should therefore treat the repository as an implementation reference rather than a standalone executable dataset package. |
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| --- |
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| ## Jupyter Notebooks |
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| Notebook files are preserved with their existing code and saved outputs where available in the selected source files. |
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| Jupyter-generated `.ipynb_checkpoints` directories are intentionally excluded from the public release because they are development artifacts rather than primary research files. |
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| --- |
|
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| ## Data Availability |
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| The complete underlying research data are not distributed through this public repository. |
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| Files included here should not be interpreted as a complete public release of the original GCON research dataset. |
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| --- |
|
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| ## Intended Use |
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| This repository is intended for: |
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| - Research documentation |
| - Technical portfolio presentation |
| - Preprocessing workflow review |
| - Methodological reference |
| - Reproducibility documentation |
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| It is not intended to provide a complete production system or a complete copy of the original research environment. |
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| --- |
|
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| ## Release Information |
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| - 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 |
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| --- |
|
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| ## Notice |
|
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| 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. |
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| The public release is intentionally scoped to preprocessing-related implementation materials selected from GCON V1. |
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|
