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# Carmignac — Data Repair Pipeline ## Carmignac — Data Repair Pipeline
Registrar Account ID repair for AUM and Flows data. Registrar Account ID repair for AUM and Flows data.
Carmignac × ENSAE Data Challenge 2025. Carmignac × ENSAE Data Challenge 2025.
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## Problem ### Problem
AUM and Flows tables must satisfy the stock-flow identity for every `(account, ISIN, month)`: AUM and Flows tables must satisfy the stock-flow identity for every `(account, ISIN, month)`:
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## Files ### Files
| File | Role | | File | Role |
|------|------| |------|------|
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## Usage ### Usage
Run in order: Run in order:
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## Outputs ### Outputs
| File | Content | | File | Content |
|------|---------| |------|---------|
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## Key parameters ### Key parameters
| Parameter | Value | Role | | Parameter | Value | Role |
|-----------|-------|------| |-----------|-------|------|