Data Operations

Data Quality

Source freshness, ingestion outcomes, and computed FX pipeline health for the public funding and exchange-rate datasets.

Generated Jun 5, 2026, 10:18 PM JSON

Sources

13

13 with recorded runs

Healthy

13

Within freshness window

Needs Attention

0

Failed, stale, aging, or partial

Unobserved

0

Missing or unavailable signals

Source Health

Ranked by operational risk so failed and stale sources stay visible first.

FTS funding flows

UN OCHA Financial Tracking Service

Healthy

Latest ingestion run completed within the expected freshness window

Last Run: 16 hours ago
Records: 13,662
Cadence: Daily
Freshness: 16h

Funding Core Source

FTS reference data

UN OCHA Financial Tracking Service

Healthy

Latest ingestion run completed within the expected freshness window

Last Run: 6 days ago
Records: 916
Cadence: Manual / release-based
Freshness: 6d

Reference Supporting Source

FX country funding enrichment

MarketImpact / UN OCHA Financial Tracking Service

Healthy

Latest ingestion run completed within the expected freshness window

Last Run: 5 days ago
Records: 29
Cadence: Weekly
Freshness: 5d

Funding Computed Source

FX spread calculations

MarketImpact

Healthy

Latest ingestion run completed within the expected freshness window

Last Run: 4 hours ago
Records: 32
Cadence: Twice daily
Freshness: 4h

FX Computed Source

Humanitarian needs

HDX HAPI

Healthy

Latest ingestion run completed within the expected freshness window

Last Run: 6 days ago
Records: 554
Cadence: Weekly
Freshness: 6d

Needs Core Source

IPC food insecurity

IPC / HDX

Healthy

Latest ingestion run completed within the expected freshness window

Last Run: 6 days ago
Records: 130
Cadence: Monthly
Freshness: 6d

Needs Supporting Source

JIAF severity

JIAF / humanitarian needs analysis

Healthy

Latest ingestion run completed within the expected freshness window

Last Run: 6 days ago
Records: 335
Cadence: Monthly
Freshness: 6d

Needs Supporting Source

Spot FX rates

ExchangeRate-API and market spot providers

Healthy

Latest ingestion run completed within the expected freshness window

Last Run: 4 hours ago
Records: 32
Cadence: Twice daily
Freshness: 4h

FX Core Source

Stablecoin P2P rates

Binance and Bybit P2P market data

Healthy

Latest ingestion run completed within the expected freshness window

Last Run: 4 hours ago
Records: 71
Cadence: Twice daily
Freshness: 4h

FX Core Source

UNHCR refugee population

UNHCR Refugee Data Finder

Healthy

Latest ingestion run completed within the expected freshness window

Last Run: 6 days ago
Records: 354
Cadence: Monthly
Freshness: 6d

Needs Supporting Source

UNICEF child welfare

UNICEF Data Warehouse

Healthy

Latest ingestion run completed within the expected freshness window

Last Run: 6 days ago
Records: 216
Cadence: Monthly
Freshness: 6d

Needs Supporting Source

UNORE exchange rates

United Nations Treasury

Healthy

Latest ingestion run completed within the expected freshness window

Last Run: 4 hours ago
Records: 32
Cadence: Twice daily
Freshness: 4h

FX Core Source

World Bank development indicators

World Bank API

Healthy

Latest ingestion run completed within the expected freshness window

Last Run: 153 days ago
Records: 3,225
Cadence: Annual
Freshness: 153d

Reference Supporting Source

Source	Status	Last Run	Records	Cadence	Freshness	Signal
FTS funding flows UN OCHA Financial Tracking Service Funding Core	Healthy Latest ingestion run completed within the expected freshness window	16 hours ago Jun 5, 2026, 06:00 AM	13,662	Daily Expected within 2d	16h Since last success	daily-cron Source
FTS reference data UN OCHA Financial Tracking Service Reference Supporting	Healthy Latest ingestion run completed within the expected freshness window	6 days ago May 31, 2026, 05:30 AM	916	Manual / release-based Expected within 45d	6d Since last success	plans Source
FX country funding enrichment MarketImpact / UN OCHA Financial Tracking Service Funding Computed	Healthy Latest ingestion run completed within the expected freshness window	5 days ago Jun 1, 2026, 06:01 AM	29	Weekly Expected within 8d	5d Since last success	weekly-funding Source
FX spread calculations MarketImpact FX Computed	Healthy Latest ingestion run completed within the expected freshness window	4 hours ago Jun 5, 2026, 06:12 PM	32	Twice daily Expected within 18h	4h Since last success	spreads Source
Humanitarian needs HDX HAPI Needs Core	Healthy Latest ingestion run completed within the expected freshness window	6 days ago May 31, 2026, 05:30 AM	554	Weekly Expected within 14d	6d Since last success	humanitarian_needs Source
IPC food insecurity IPC / HDX Needs Supporting	Healthy Latest ingestion run completed within the expected freshness window	6 days ago May 31, 2026, 04:30 AM	130	Monthly Expected within 45d	6d Since last success	ipc_food_insecurity Source
JIAF severity JIAF / humanitarian needs analysis Needs Supporting	Healthy Latest ingestion run completed within the expected freshness window	6 days ago May 31, 2026, 04:30 AM	335	Monthly Expected within 60d	6d Since last success	jiaf_severity Source
Spot FX rates ExchangeRate-API and market spot providers FX Core	Healthy Latest ingestion run completed within the expected freshness window	4 hours ago Jun 5, 2026, 06:02 PM	32	Twice daily Expected within 18h	4h Since last success	spot_fx Source
Stablecoin P2P rates Binance and Bybit P2P market data FX Core	Healthy Latest ingestion run completed within the expected freshness window	4 hours ago Jun 5, 2026, 06:08 PM	71	Twice daily Expected within 18h	4h Since last success	usdt_p2p Source
UNHCR refugee population UNHCR Refugee Data Finder Needs Supporting	Healthy Latest ingestion run completed within the expected freshness window	6 days ago May 31, 2026, 04:30 AM	354	Monthly Expected within 45d	6d Since last success	unhcr_refugee_population Source
UNICEF child welfare UNICEF Data Warehouse Needs Supporting	Healthy Latest ingestion run completed within the expected freshness window	6 days ago May 31, 2026, 04:30 AM	216	Monthly Expected within 60d	6d Since last success	unicef_child_welfare Source
UNORE exchange rates United Nations Treasury FX Core	Healthy Latest ingestion run completed within the expected freshness window	4 hours ago Jun 5, 2026, 06:00 PM	32	Twice daily Expected within 18h	4h Since last success	unore Source
World Bank development indicators World Bank API Reference Supporting	Healthy Latest ingestion run completed within the expected freshness window	153 days ago Jan 3, 2026, 12:55 PM	3,225	Annual Expected within 400d	153d Since last success	wb_indicators Source

Registry Coverage

The registry covers core funding flows, needs indicators, reference metadata, and the FX tracker inputs used to calculate purchasing-power gaps. Each row is tied to one or more recorded ingestion names or FX pipeline names.

Funding

2

FX

4

Needs

5

Reference

2

Recent Risk

No active source risks detected.