HumanRank alpha

全球編輯排名

HumanRank 將公眾人物嘅有來源編輯檔案,同一般人口嘅匿名群組放喺同一個系統入面。每個排名都顯示來源、信心、唔確定性同模型版本。

General population stays anonymous by cohort. Public figures can have sourced editorial profiles.

Cohort estimate

Shanghai

East Asia
EarthScore767
Global#988,576,598
Local cohort#800,844
Top 12.2%range 698-836, medium confidence (58%)
Prosperity58
Health76
Education82
Safety78
Environment50
Connectivity88
Opportunity82

Claim layer

Claim or correct a profile

When claimed, a private Firestore profile is stored with revocable consent. The person can add evidence, correct sources and dispute weights.

Claiming is blocked until a valid OAuth Web Client is configured in Google Auth Platform.

全球在生排名

所有人喺同一個排名

HumanRank 估算由 #1 到全球所有在生人口嘅位置。有來源嘅公眾人物檔案會同匿名群組交錯出現,直到本人認領或更正檔案。

8,120,000,000估算在生人口
50,000可索引公眾檔案
DataLocal seeds
#903,241editorial

Elon Musk

emprendedor y ejecutivo

Estados UnidosBusiness
編輯分85.4
信心76%
範圍 71.4-99.4 | 來源 9
unique slot
model: public-figure-editorial-v0.1.0
#988,576,598匿名

匿名群組

Shanghai, age 30. Unnamed profile until claim.

ChinaEast Asia
編輯分767
信心58%
範圍 698-836 | 來源 0
model: macro-capability-v0.2.0-demo
Net worth and wealth are handled as source-estimated ranges, not absolute facts.Sentiment is a capped, separate subcomponent; it never decides the ranking alone.Any ranked person can claim, correct, add evidence or dispute the profile.

地區 SEO

按地區排名

本地化編輯頁面幫 HumanRank 排地區同長尾搜尋,同時保持單一全球排名。

全球長尾

國家同城市頁面

每個種子國家同城市都有本地化 landing,連返單一全球排名。

Model governance

Open weights and rationale

The ranking should not hide normative values. We publish the active weight, rationale and a vote for more, less or equal weight in the next version.

Verifiable achievementactive weight 26%

Awards, offices, records and public credentials with sources. Keeps fame or wealth from dominating alone.

Social impactactive weight 22%

Measures scale and depth of public contributions, with caps so visibility is not confused with benefit.

Public notabilityactive weight 18%

Uses coverage and encyclopedic presence as a verifiability signal, not as moral approval.

Public sentimentactive weight 12%

Stays capped because public mood is noisy, manipulable and culturally uneven.

Source qualityactive weight 10%

Raises confidence when sources are official, stable and multiple; penalizes less auditable profiles.

Wealth / economic reachactive weight 7%

Counts lightly and as an estimated range. The open question is how much society values economic capacity.

Reputation stabilityactive weight 5%

Does not reward ideological consensus; it only limits jumps when public evidence is unstable or disputed.

Age / future horizonnot active

Not active by default. It can be debated as a life-stage signal, with high risk of age bias.

GCP architecture

Ready to move from demo to platform

Cloud RunNext.js container
Firebase Authopt-in identity
Firestore + BigQueryprofile and datasets
Secret Managercredentials and keys
General population stays anonymous by cohort; public figures can have sourced editorial profiles.Gender is used for cohort labels, not score calculation.Verified personal data can be revoked and audited.Next: ingest public datasets into BigQuery and recompute cohorts on schedule.

中立性

校準後嘅社會證據

Credentials
Max weight 22%

Prefer issuer verification, expiration dates and domain relevance over brand prestige.

Work profiles
Max weight 18%

LinkedIn or portfolio data must be normalized by role, seniority, geography and opportunity access.

同儕讚譽
Max weight 12%

Endorsements are capped, domain-specific, duplicate-resistant and weighted by rater reliability.

健康活動
Max weight 16%

Activity signals need device provenance and disability-aware interpretation.

Civic impact
Max weight 14%

Donations, volunteering and open work are scored by verified impact, not dollar amount alone.

No follower count, likes or raw connection count in score.Praise needs a declared domain such as leadership, craft, reliability or mentorship.One rater cannot move a score materially; repeated reciprocal praise is discounted.Public figures and high-network users receive saturation caps.The model reports social-proof contribution separately from macro capability.Aggregate audits compare outcomes by geography, gender disclosure, age band and socioeconomic proxies.