Skip to contents

Energy Metrics

Core functions for calculating energy burden and related ratios

energy_burden_func()
Calculate Energy Burden
neb_func()
Calculate Net Energy Burden (NEB)
ner_func()
Calculate Net Energy Return (Nh)
eroi_func()
Calculate Energy Return on Investment (EROI)
dear_func()
Calculate Disposable Energy-Adjusted Resources (DEAR)

Data Loading

Functions for loading LEAD Tool data

load_census_tract_data()
Load Census Tract Data
load_cohort_data()
Load DOE LEAD Tool Cohort Data
check_data_sources()
Check Available Data Sources

Cache Management

Functions for managing data cache and database

clear_dataset_cache()
Clear cache for a specific dataset
clear_all_cache()
Clear all emburden cache and database

Metadata Discovery

Functions for exploring available data structure

list_income_brackets()
List Available Income Brackets
get_income_brackets()
Get Available Income Brackets for a Dataset and Vintage
list_states()
List Available States
list_cohort_columns()
List Available Columns in Cohort Data
get_dataset_info()
Get Dataset Information

Statistical Analysis

Weighted aggregation and group-level calculations

calculate_weighted_metrics()
Calculate Weighted Metrics for Energy Burden Analysis
compare_energy_burden()
Compare Energy Burden Between Years
print(<energy_burden_comparison>)
Print Comparison Summary

Formatting Utilities

Format numbers for publication-ready tables

to_percent()
Format Number as Percentage
to_dollar()
Format Number as Dollar Amount
to_big()
Format Large Numbers with Thousand Separators
to_million()
Format Numbers in Millions
to_billion_dollar()
Format Dollar Amounts in Billions
colorize()
Colorize Text for Knitted Documents

Sample Data

Bundled datasets for examples and testing

orange_county_sample
Orange County NC Energy Burden Sample Data
nc_sample
North Carolina Complete Energy Burden Sample Data