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Systemic: Network Density and Granularity Insights

Source: R/analysis_systemic_network_insights.R
analysis_systemic_network_insights.Rd

Calculates key metrics for the funding network structure, including overall density, density over time (by year), and the granularity (density of core links vs. total links).

Usage

analysis_systemic_network_insights(flows, core_threshold = 1e+05)

Arguments

flows

A dataframe including sourceObjects, destinationObjects, and budgetYear.

core_threshold

Numeric: Minimum funding amount (USD) for a link to be considered "Core". Default is 100000 USD.

Value

A tibble with key network metrics: Overall Density, Density by Year, Core Density, and Granularity.

Examples

result <- analysis_systemic_network_insights(flows)
#> Warning: Using `size` aesthetic for lines was deprecated in ggplot2 3.4.0.
#> ℹ Please use `linewidth` instead.
#> ℹ The deprecated feature was likely used in the ftsAnalysis package.
#>   Please report the issue at
#>   <https://github.com/edouard-legoupil/ftsAnalysis/issues>.
print(result$plot)
#> `geom_smooth()` using formula = 'y ~ x'