Energy Burden Analysis Using Net Energy Return Methodology
Aggregate cohort data by census tract and income bracket
Backup Production Database
Cache and Database Management Utilities
Calculate Weighted Metrics for Energy Burden Analysis
Check Available Data Sources
Clear all emburden cache and database
Clear cache for a specific dataset
Clear Test Database and Cache
Colorize Text for Knitted Documents
Compare Energy Burden Between Years
Check if Database Exists
Calculate Disposable Energy-Adjusted Resources (DEAR)
Delete Database (PROTECTED)
Detect potentially corrupted database data
Download and merge data from multiple states
Download census tract data from OpenEI
Download Dataset from Zenodo
Download LEAD data from OpenEI
Download Census Tract Data from Zenodo
emburden: Energy Burden Analysis Using Net Energy Return Methodology
Calculate Energy Burden
Calculate Energy Return on Investment (EROI)
Find emburden_db.sqlite database
Get all state abbreviations
Get the emburden cache directory
Convert county identifiers to FIPS codes
Get the emburden database directory
Get the full path to the emburden database file
Get Dataset Information
Get Database Connection
Get Database Path
Get Available Income Brackets for a Dataset and Vintage
Get state FIPS codes from abbreviations
Get Zenodo Record Information
Harmonize Income Brackets Across Vintages
Aggregate LEAD data by poverty status
List Available Columns in Cohort Data
List Available Income Brackets
List Available States
Load Census Tract Data
Load DOE LEAD Tool Cohort Data
Calculate Net Energy Burden (NEB)
Calculate Net Energy Return (Nh)
Print Comparison Summary
Process raw LEAD data into analysis-ready format with energy metrics
Process raw LEAD data into clean format
Objects exported from other packages
Standardize cohort column names across vintages
Format Large Numbers with Thousand Separators
Format Dollar Amounts in Billions
Format Number as Dollar Amount
Format Numbers in Millions
Format Number as Percentage
Try to import cohort data to database
Try to import census tract data to database
Try to load cohort data from CSV
Try to load cohort data from database
Try to load census tract data from CSV
Try to load census tract data from database
Validate data before caching to database
Calculate and analyze household energy burden using the Net Energy Return aggregation methodology. Functions support weighted statistical calculations across geographic and demographic cohorts, with utilities for formatting results into publication-ready tables. Methods are based on Scheier & Kittner (2022) <doi:10.1038/s41467-021-27673-y>.
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