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# Carmignac — Data Repair Pipeline
## Carmignac — Data Repair Pipeline
Registrar Account ID repair for AUM and Flows data.
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)`:
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## Files
### Files
| File | Role |
|------|------|
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## Usage
### Usage
Run in order:
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## Outputs
### Outputs
| File | Content |
|------|---------|
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## Key parameters
### Key parameters
| Parameter | Value | Role |
|-----------|-------|------|