| # 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% |