Employment Transitions g6r Examples and Tutorials

This section provides comprehensive examples for using g6r with employment transition data. Examples range from basic usage to advanced interactive features.

Creates realistic sample employment data suitable for demonstrating g6r interactive transition visualizations.

Usage

generate_g6r_demo_data(
  n_persons = 50,
  n_companies = 10,
  time_span_years = 3,
  transition_probability = 0.3,
  seed = 42
)

Arguments

n_persons

Number of persons to generate. Default: 50

n_companies

Number of different companies. Default: 10

time_span_years

Number of years to span. Default: 3

transition_probability

Probability of job transition per year. Default: 0.3

seed

Random seed for reproducibility. Default: 42

Value

data.table with employment records suitable for vecshift pipeline

Examples

if (FALSE) { # \dontrun{
# Generate sample data
sample_data <- generate_g6r_demo_data()

# Process through pipeline
pipeline_result <- process_employment_pipeline(
  sample_data, 
  merge_columns = c("company", "salary", "region")
)

# Analyze transitions
transitions <- analyze_employment_transitions(
  pipeline_result, 
  transition_variable = "company"
)

# Create interactive visualization
plot_interactive_transitions(transitions)
} # }