Load Unvalidated Promotions Data — load_unvalidated

Loads statistically inferred promotion data from the specified folder containing region/sector-specific job movement CSVs. Supports loading "edges" (job movements with inference metrics) and "nodes" (title frequencies per region/sector). Optionally lists and opens sector-region network .html files for interactive visualization.

Usage

load_unvalidated_promotions(
  subfolder = c("edges", "nodes", "network"),
  data_dir,
  open_html = NULL
)

Arguments

subfolder: Which subfolder to load: "edges", "nodes", or "network".
data_dir: Path to root unvalidated promotions directory (e.g., "~/cmap_data/dataset/promotions/unvalidated").
open_html: Optional: name of .html file to open from the network folder (e.g., "EUROPE_finance.html").

Value

For "edges" or "nodes": dataframe (tibble) with unvalidated promotion data. For "network": list of available HTML files (invisible if opening one).

Details

Edges: Promotion movements with inference metrics (EPS, JSS, EPDR, promotion_prob). Nodes: Job title frequencies by region/sector. Network: Interactive HTML sector-region visualization files. See README in the dataset for column details and methodology.

Examples

# Load all unvalidated promotion edges (job movements)
unvalidated_edges <- load_unvalidated_promotions("edges", "~/cmap_data/dataset/promotions/unvalidated")
# Load all unvalidated title nodes
unvalidated_nodes <- load_unvalidated_promotions("nodes", "~/cmap_data/dataset/promotions/unvalidated")
# List available network HTML files
unvalidated_networks <- load_unvalidated_promotions("network", "~/cmap_data/dataset/promotions/unvalidated")
# Open a specific sector-region network visualization
load_unvalidated_promotions("network", "~/cmap_data/dataset/promotions/unvalidated", open_html = "EUROPE_finance.html")