Package index • cmapr

Data Loading

Functions to download and load CMap data

download_cmap_data(): Download the CMap Career Mobility Dataset from Zenodo

load_cmap_data(): CMap Data Loader

load_title_map(): Load and Augment Job Title Mapping Data

load_sector_specialization(): Load and Augment Sector-Specific Title Specialization Data

load_validated_promotions(): Load Validated Promotions Data

load_unvalidated_promotions(): Load Unvalidated Promotions Data

cmap_example_data(): Get Path to Example Data

Career Path Analysis

Analyze promotion paths and career progressions

find_career_paths(): Find Career Paths Between Two Titles

career_ladder(): Explore Career Ladder from a Starting Title

Network Analysis

Convert data for graph/network analysis

as_igraph(): Convert Promotion Edges to igraph Object

as_tidygraph(): Convert Promotion Edges to tidygraph Object

network_summary(): Get Network Summary Statistics

Data Summarization

Summarize and analyze career transitions

summarize_transitions(): Summarize Career Transitions

top_transitions(): Top Career Transitions

promotion_rate(): Calculate Promotion Rate

sector_profile(): Generate Sector Profile

title_frequency(): Calculate Title Frequency

Utilities

Helper functions

find_csv_files(): Helper: List all CSV files recursively

read_csvs(): Read and Row-Bind Multiple CSV Files

normalize_names(): Normalize Column Names

validate_dir(): Validate Directory Exists

cmap_log(): Standardized CLI Logging

model_data: CMap Career Mobility Data