Data SourcesΒΆ
The RETIRE package provides access to several processed datasets:
Raw Coal Data: Original US coal plants dataset with plant-level and generator-level information
Access via:
load_dataset()
Cleaned Dataset: Scaled, encoded, and imputed version suitable for machine learning and statistical analysis
Access via:
load_clean_dataset()
UMAP Projection: Low-dimensional embedding generated using UMAP for visualization and clustering
Access via:
load_projection()
THEMA Graph: Multiresolution, discrete graph object for community detection and network analysis
Access via:
load_graph()
Generator Level Dataset: Detailed dataset with generator-specific information for coal plants
Access via:
load_generator_level_dataset()