Nairobi · Audit report
Population Pulse — does the release respond to historical context?
FCTE · Demographic Calibration
Published audit report · Read the scope with the result
Public audit view. Release-level findings, evidence categories and outcomes are shown here. Internal identifiers, physical mappings, exact thresholds, calibration parameters, repair mechanics and orchestration remain controlled.
Audit summary
Population evidence at a glance
Historical context represented in the public calibration view.
Historical context
Documented events represented in the evidence layer
Event presence, timing and category are public. Whether and how strongly an event influences a generated cohort is validated internally and summarized through certification rather than published as a coefficient series.
| Historical event | Period | Context category |
|---|---|---|
| Kenyan Independence | 1963–1970 | Social |
| National Family Planning Programme Launch | 1967–1979 | Political |
| Nairobi Urban Migration Wave | 1970–1990 | Social |
| Family Planning Programme Intensification | 1980–1998 | Political |
| Structural Adjustment Programme | 1990–1995 | Economic |
| Asian Financial Crisis Impact | 1997–1999 | Economic |
| Fertility Decline Stall | 1998–2003 | Social |
| Fertility Decline Resumption | 2004–2022 | Political |
| eCitizen/ICT Digitisation Initiative | 2004–2015 | Infrastructure |
| M-PESA Mobile Money Expansion | 2007–2012 | Economic |
| 2007-08 Post-Election Violence | 2007–2008 | Political |
| East Africa Drought | 2009–2011 | Climate |
| Kenyan Devolution design | 2013–2015 | Social |
| Nairobi Heavy Flooding | 2018 | Climate |
| COVID-19 Pandemic | 2020–2021 | Pandemic |
| Post-COVID Economic Recovery | 2022–2023 | Economic |
| Nairobi BRT Launch | 2022–ongoing | Infrastructure |