Enterprise AI Administration
Subscriber monthly profile
Data Grain Details · Data Grain & Transformations
Data Grain Details
Subscriber monthly profile
PASSED
- Code
GR-SUB-MONTH- Owner
- Head of Data Engineering
Governance configuration shown for review and validation. Read-only.
Details
- Grain
- Subscriber-month
- Business keys
- subscriber_id, month
- Dimensions
- Time; Subscriber; Segment; Plan; Region
- Refresh cadence
- Monthly
- Transformation summary
- Roll-up of daily usage, recharge and billing
- Aggregation rule
- Sum revenue; average usage
- Downstream consumers
- ARPU, churn KPIs; ARPU Uplift Model
- Quality status
- PASSED
Related Intelligence
Linked governed records
Source mappings (7)
Variables created (12)
Downstream KPIs (5)
Models using this grain (11)
- ARPU Uplift Model · XGBoost
- Revenue & Margin Forecast · Time series regression
- Subscriber Behavioral Segmentation Model · K-Means
- High-Value Subscriber Segmentation Model · Gaussian Mixture Model
- Net Adds Forecast Model · SARIMAX (benchmark: ARIMA)
- NPS Driver Model · Elastic Net Regression (benchmark: Multiple Linear Regression)
- Customer Experience Segmentation Model · K-Means (benchmark: Agglomerative Hierarchical Clustering)
- Churn Propensity Model · XGBoost
- Usage Pattern Segmentation Model · K-Means
- Fraud Risk Classifier · XGBoost
- Fraud Pattern Discovery Model · DBSCAN