# Validation Report

Generated: 2026-03-21
Dataset version: 1.0

## Schema Compliance

### BIS
- Rows: 4,931
- Schema: PASS
- Country codes: PASS
- Indicator IDs: PASS
- Years: PASS
- Values: PASS
- Duplicates: FAIL
- Spot check: FAIL

### IMF WEO
- Rows: 18,218
- Schema: PASS
- Country codes: PASS
- Indicator IDs: PASS
- Years: PASS
- Values: PASS
- Duplicates: PASS
- Spot check: PASS

### World Bank
- Rows: 638,294
- Schema: PASS
- Country codes: PASS
- Indicator IDs: PASS
- Years: PASS
- Values: PASS
- Duplicates: FAIL
- Spot check: FAIL

### World Bank WGI
- Rows: 29,772
- Schema: PASS
- Country codes: PASS
- Indicator IDs: PASS
- Years: PASS
- Values: PASS
- Duplicates: PASS
- Spot check: PASS

## Unified File

- Total rows: 691,215
- Countries: 215
- Indicators: 99
- Year range: 1960–2026
- Duplicates: 0

## Coverage Matrix Summary

### Top 10 indicators by fill rate

| Indicator | Countries | Fill Rate |
|---|---|---|
| bis.PX.REX.REER | 106 | 100.0% |
| imf.GGXWDG_NGDP | 190 | 100.0% |
| imf.GGXCNL_NGDP | 193 | 100.0% |
| imf.GGR_NGDP | 193 | 100.0% |
| wb.NY.GDP.MKTP.CD | 212 | 100.0% |
| wb.NY.GDP.PCAP.CD | 212 | 100.0% |
| wb.NY.GDP.MKTP.KD.ZG | 212 | 100.0% |
| wb.NY.GDP.MKTP.PP.CD | 202 | 100.0% |
| wb.NY.GNP.MKTP.CD | 207 | 100.0% |
| wb.NY.GNP.PCAP.CD | 205 | 100.0% |

### Bottom 10 indicators by fill rate

| Indicator | Countries | Fill Rate |
|---|---|---|
| wb.SI.POV.GINI | 169 | 100.0% |
| wb.SI.POV.DDAY | 169 | 100.0% |
| wb.SI.DST.10TH.10 | 169 | 100.0% |
| wb.SI.DST.FRST.10 | 169 | 100.0% |
| wgi.PV.EST | 203 | 100.0% |
| wgi.GE.EST | 203 | 100.0% |
| wgi.RQ.EST | 203 | 100.0% |
| wgi.RL.EST | 203 | 100.0% |
| wgi.CC.EST | 203 | 100.0% |
| wgi.VA.EST | 203 | 100.0% |

Overall fill rate: 100.0%