19. Code-Switching

Continuity

How often speakers mix Kifuliiru with French, Swahili, or other languages within the same sentence or conversation.

Data & measurement

Continuity metrics emphasize intergenerational transmission, corpus completeness, and structural stability. Keep cohort definitions fixed across measurement waves. Symbols: f_cs (Code-switching frequency (0 to 1)); S_mixed (Sentences mixing Kifuliiru with other languages); S_total (Total sentences analyzed). Log instrument versions, sample frames, and cleaning rules whenever estimates are refreshed so longitudinal comparisons stay valid.

Solution & proof

Conceptual summary: How often speakers mix Kifuliiru with French, Swahili, or other languages within the same sentence or conversation. Treat this as a measurement recipe: map each symbol to an empirical quantity, substitute estimates, and simplify with ordinary algebra (including logarithms, min/max caps, or piecewise branches where shown). Where limits or integrals appear, approximate with discrete sums on cohorts or time steps when closed forms are impractical. Interpret the result against thresholds in the cited source and report uncertainty on inputs.

Playground

Worked examples and interactive charts now live on their own page.

Open the playground to test sample values, review worked scenarios, and explore how this formula behaves across multiple cases.

Open playground
Variables

Variables

SymbolDescription
f_csCode-switching frequency (0 to 1)
S_mixedSentences mixing Kifuliiru with other languages
S_totalTotal sentences analyzed
Source & tags

Source

ALL_FORMULAS.md — Continuity

Tags

continuitykifuliiru-lab