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Admin Portal
Observability Β· Metrics Β· Governance
Dashboard
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Recent Alerts
Last 5 governance audit entries
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System Status
Infrastructure connectivity
Backend Uptime β
Latency EMA β
Analytics
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Peak Hours Heatmap
Demand by hour of day (0β23)
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ML Recommendation Insights
System-generated operational insights
Revenue
RESEARCH MODE
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Live Rides
ALL STATES
REQUESTED
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IN_TRANSIT
COMPLETED
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Ride ID Passenger Driver Pickup β Dest
State Fare Duration Actions
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Name Phone Role Enrolled
Subscription Verified Actions
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User Details
β¬ Export Data (CCPA)
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Timezone
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Governance
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π Immutable Legal Rules
Key Value Law Citation
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π¦Ί Immutable Safety Rules
Key Value Law Citation
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βοΈ Admin Configurable Rules
Key Current Value Update
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π Governance Audit Log
Time Actor Action Outcome Details
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π’ Broadcast Notification
Title
Message
Type
Info
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Target Audience
All Users
Country: US
Country: CA
Country: IN
Country: GB
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π¬ Research Metrics
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This dashboard visualises the 10 academic research objectives studied by this platform.
All data is aggregate-only β no PII is exposed. Metrics update in real-time.
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Obj 3 β Fare Bid Distribution
Driver bid histogram across all rides
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Obj 1+2 β Coordination Efficiency
Rides completed vs cancelled (30d)
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Obj 5 β Geographic Demand Clusters
Top pickup zones by ride volume
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Obj 7 β Community Network Effects
Participants, invite chain, driver:passenger split
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Obj 2 β ML Model Tier Progression
Cold-start β Zone CF β Neural NCF
STAGE 1
Cold Start
<100 rides
β
STAGE 2
Zone CF
100β1k rides
β
STAGE 3
Neural NCF
>1k rides
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Obj 8β10 β System Research Indicators
Autonomy, consent, and scalability metrics
Anomaly detections (ANOM) β
Self-healing actions (HEAL) β
Avg time-to-match β
WS reconnects β
CCPA deletion requests β
CCPA export requests β
p95 latency β
Error rate β
π Regional Dashboard
All
πΊπΈ USA
π¨π¦ Canada
All States / Provinces
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United States
Ride activity across all US states
Counties covered β
Active regions (rides>0) β
Total rides (US) β
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Canada
Ride activity across all Canadian provinces
Regions covered β
Active regions (rides>0) β
Total rides (CA) β
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State / Province Activity
Ride volume by state or province
πΊοΈ
Top Regions by Ride Volume
County/city level breakdown (top 15)
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Region Detail Table
All regions β rides, users, country
Country State / Province Region / County Rides Users
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π Reports & Analytics
π₯ Signups
π Rides
π Locations
π Retention
π΄ Live
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Weekly Signups (12 weeks)
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Monthly Signups (12 months)
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Hour Γ Day Heatmap (ride frequency)
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Top Routes (PickupβDropoff)
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Activity by State / Province
Live data β auto-refreshes every 30 seconds.
System
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Uptime β
Latency EMA β
Integrity Score β
Active Connections β
Backend URL
Open /healthz β
Node ID Status Rides Last Seen
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βοΈ
Platform Config Editor
Live editable β changes apply within 30s
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Recent Self-Healing Actions
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Log Viewer
Last 20 log lines
Geography
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Geo Restrictions
Active country / region blocks and overrides
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Country / Region
Type
Reason
Legal Citation
Overridable?
Active
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Usage by Geography
Signups, logins and ride requests per country
Country
Signups
Logins
Ride Requests
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