18. Lexical Diversity

Continuity

The richness and variety of vocabulary in Kifuliiru communications.

Data & measurement

Continuity metrics emphasize intergenerational transmission, corpus completeness, and structural stability. Keep cohort definitions fixed across measurement waves. Symbols: LDS (Lexical Diversity Score (0 to 1)); V_unique (Count of unique/distinct words used); N_total (Total number of words in the sample). Log instrument versions, sample frames, and cleaning rules whenever estimates are refreshed so longitudinal comparisons stay valid.

Solution & proof

Conceptual summary: The richness and variety of vocabulary in Kifuliiru communications. 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.

Examples

  1. 1. Word problem — field log

    Word problem

    A measurement round produced the table below. Each symbol matches the Variables section for “Lexical Diversity”. Find the computed value using the formula above.

    Illustrative inputs—replace with your field numbers

    QuantitySymbolValue
    Lexical Diversity Score (0 to 1)LDS0.52
    Count of unique/distinct words usedV_unique0.63
    Total number of words in the sampleN_total750

    Solution

    Step 1 — From the table, assign LDS = 0.52; V_unique = 0.63; N_total = 750.

    Step 2 — Substitute into the definition of “Lexical Diversity” at the top of the page (same structure as the source formula).

    Step 3 — Finish any remaining algebra (sums, caps, logs, or limits) by hand or in a CAS when the expression still contains Σ, integrals, or non-numeric parameters. Tie final numbers back to your corpus or community records.

  2. 2. Second scenario — adjusted inputs

    Word problem

    The same measure applies with corrected inputs for the next report (see table). Recompute using the same formula.

    Revised values for the next report (illustrative)

    QuantitySymbolValue
    Lexical Diversity Score (0 to 1)LDS0.47
    Count of unique/distinct words usedV_unique0.63
    Total number of words in the sampleN_total750

    Solution

    Step 1 — From the table, assign LDS = 0.47; V_unique = 0.63; N_total = 750.

    Step 2 — Substitute into the definition of “Lexical Diversity” at the top of the page (same structure as the source formula).

    Step 3 — Finish any remaining algebra (sums, caps, logs, or limits) by hand or in a CAS when the expression still contains Σ, integrals, or non-numeric parameters. Tie final numbers back to your corpus or community records.

Variables

SymbolDescription
LDSLexical Diversity Score (0 to 1)
V_uniqueCount of unique/distinct words used
N_totalTotal number of words in the sample

Source

ALL_FORMULAS.md — Continuity

Tags

continuitykifuliiru-lab