Hana Sato
Data analyst publishing reproducible notebooks on governance participation.
Demo profile - this is a fictional example used to illustrate the member profile format.
Governance philosophy
“Every number I rely on should be one someone else can recompute from a published source.”
What could change my mind?
A dataset and method I can rerun that contradicts my own analysis.
Material conflict disclosures
Disclosure currentLast updated 8/4/2026
- No material conflicts declared for the current period.
View conflict registerView public recordDeclared interests with dates and materiality, published by the member.
Evidence of standards
Published records only. The Institute does not score, rank or rate any of it.
Decision Summaries
0
Published votes
0
Published instruments
0
Published Decision Summaries
Reading…
Standards commitments
- Publish a written rationale for every vote
- Publish the data behind any figure I cite
- Maintain a current conflict disclosure
Recent published vote rationales
Vote direction is recorded as factual profile history. It is not assessed, scored, or ranked by the Institute.
- Voted YesGA-2026-043 · 7/27/2026
Treasury withdrawal - Analytics tooling
“Milestones are verifiable by a third party and the outputs are openly licensed, which is what I look for in tooling requests.”
Full rationale - link placeholder - Voted NoGA-2026-038 · 6/5/2026
Treasury withdrawal - Marketing retainer
“The KPIs were activity counts with no baseline. I could not tell what success would look like.”
Full rationale - link placeholder
Public resources authored
- KPI Quality Checklist
- Evidence and Source Quality Checklist
Events and workshops contributed to
- Office hours: Reproducing governance data, monthly
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