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Description
A Jupyter notebook file containing the computational code used to reproduce the main analyses for a manuscript. The 2.8 MB file includes data preprocessing, statistical analyses, and the generation of main figures and tables. It was authored by Koki Tsuda and last updated on May 4, 2026.
Use Cases
Reproduce statistical analyses based on the described code
Audit data preprocessing steps for methodological transparency
Regenerate figures and tables to verify reported results
Adapt analysis code for similar research projects
Strengths
Code is shared under a permissive CC-BY-4.0 license
File size of 2.8 MB suggests a detailed, executable notebook
Explicitly includes preprocessing, analysis, and visualization steps
Limitations
Description metadata is limited; actual data quality requires manual inspection after download
The underlying data referenced by the code is not included
Column-level documentation is absent; field semantics must be inferred after download
Provenance
Source
figshare
Collection Method
Computational code authored for a specific manuscript.
Time Range
null
Freshness
Last updated 2026-05-04 17:41:48; freshness should be verified
Geography
null
Requires a Jupyter environment or compatible tool to execute the .ipynb file.