Reproducible findings

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Changes, concentrations, and trends calculated from official data. Every claim includes the query, records, and limitations needed to verify it.

3 reproducible findings

Week 2026-W29Clear filters
Recurring indicator · Panama · Public workforce · checked

Panama's Comptroller-published monthly salary total rose 3.6% in May 2026

Listed monthly salaries increased from 6.81 million PAB in April to 7.05 million PAB in May, while record counts moved from 3,923 to 3,916.

5.5M6.13M6.75M7.38M8MLatest change +3.6%Aug 2021: 5.73MSep 2021: 5.72MOct 2021: 5.78MApr 2022: 6.15MMay 2022: 6.35MJan 2023: 6.68MFeb 2023: 6.9MMar 2023: 6.91MApr 2023: 6.42MMay 2023: 6.43MJun 2023: 6.45MJul 2023: 6.56MAug 2023: 6.6MSep 2023: 6.95MOct 2023: 7.06MNov 2023: 7.06MDec 2023: 6.99MJan 2024: 6.12MFeb 2024: 6.13MMar 2024: 6.86MApr 2024: 7.1MMay 2024: 7.12MJun 2024: 7.23MJul 2024: 7.24MAug 2024: 7.25MSep 2024: 7.22MOct 2024: 7.21MNov 2024: 7.24MDec 2024: 7.05MJan 2025: 6.53MFeb 2025: 6.67MMar 2025: 6.74MApr 2025: 6.76MMay 2025: 6.79MJun 2025: 7.47MJul 2025: 7.42MAug 2025: 7.39MSep 2025: 7.44MOct 2025: 7.42MNov 2025: 7.45MDec 2025: 7.18MJan 2026: 6.82MFeb 2026: 6.8MMar 2026: 6.81MApr 2026: 6.81MMay 2026: 7.05M7.05MAug 2021Jul 2023Jul 2024Jun 2025May 2026
Comptroller institutional payrollJul 12, 2026View analysis and records
Recurring indicator · Ecuador · Tax revenue · checked

Ecuador’s SRI-reported tax revenue fell 31.9% between April and May 2026

The monthly total fell from 2,863.83 million USD in April to 1,949.54 million USD in May 2026, a difference of −914.29 million USD.

1.4B1.8B2.2B2.6B3BLatest change −31.9%Jan 2026: 2.3BFeb 2026: 1.59BMar 2026: 1.99BApr 2026: 2.86BMay 2026: 1.95B1.95BJan 2026Feb 2026Mar 2026Apr 2026May 2026

Collections are assigned to the taxpayer’s fiscal domicile; they do not measure economic activity in the canton.

SRI tax collection by geographyJul 12, 2026View analysis and records
Context · Paraguay · Procurement · checked

Individual suppliers account for 50.9% of Paraguay's DNCP supplier register

The categories for individuals providing goods and services and personal services total 8,290 of the 16,285 normalized records.

01,9103,8105,710Persona Física - Bienes yServiciosPersona Física - Bienes y Servicios5,713 · 35.1%Persona Física - Bienes y Servicios: 5,713Persona Física - ServiciosPersonalesPersona Física - Servicios Personales2,577 · 15.8%Persona Física - Servicios Personales: 2,577n/an/a2,460 · 15.1%n/a: 2,460S.A.S.A.2,263 · 13.9%S.A.: 2,263S.R.L.S.R.L.1,198 · 7.4%S.R.L.: 1,198ConsorcioConsorcio973 · 6%Consorcio: 973ExtranjerasExtranjeras312 · 1.9%Extranjeras: 312OtrosOtros213 · 1.3%Otros: 213Empresa de AccionesSimplificadaEmpresa de Acciones Simplificada198 · 1.2%Empresa de Acciones Simplificada: 198Sociedad SimpleSociedad Simple85 · 0.5%Sociedad Simple: 85S.A.C.I.S.A.C.I.58 · 0.4%S.A.C.I.: 58S.A.C.S.A.C.36 · 0.2%S.A.C.: 36Sociedad CivilSociedad Civil36 · 0.2%Sociedad Civil: 36CoaseguroCoaseguro34 · 0.2%Coaseguro: 34CooperativasCooperativas26 · 0.2%Cooperativas: 26Empresa sin fines de lucroEmpresa sin fines de lucro19 · 0.1%Empresa sin fines de lucro: 19AsociaciónAsociación16 · 0.1%Asociación: 16S.A.E.C.A.S.A.E.C.A.15 · 0.1%S.A.E.C.A.: 15S.A.E.S.A.E.11 · 0.1%S.A.E.: 11E.I.R.L.E.I.R.L.10 · 0.1%E.I.R.L.: 10Persona Física- Bienes yServicios / EXTRANJEROSPersona Física- Bienes y Servicios / EXTRANJEROS8 · 0%Persona Física- Bienes y Servicios / EXTRANJEROS: 8SucursalSucursal7 · 0%Sucursal: 7C.I.S.A.C.I.S.A.6 · 0%C.I.S.A.: 6S.A.I.C.S.A.I.C.5 · 0%S.A.I.C.: 5C.E.I.S.A.C.E.I.S.A.4 · 0%C.E.I.S.A.: 4ADESADES1 · 0%ADES: 1Sociedad EncomanditaSociedad Encomandita1 · 0%Sociedad Encomandita: 1
DNCP supplier registryJul 12, 2026View analysis and records

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