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2025
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| Online Access: | https://doi.org/10.5281/zenodo.17604956 |
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| _version_ | 1866901930613145600 |
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| author | Scheier, Eric |
| author_facet | Scheier, Eric |
| contents | PROCESSED, analysis-ready household energy burden datasets from the DOE Low-Income Energy Affordability Data (LEAD) Tool, formatted for the emburden R package. <strong>Scope:</strong> North Carolina (proof-of-concept demonstration) <strong>IMPORTANT:</strong> These are PRE-PROCESSED datasets, not raw OpenEI data. They have been: <ul> <li>Aggregated by census tract + income bracket</li> <li>Enriched with computed energy burden metrics (EROI, NER, DEAR)</li> <li>Standardized for immediate analysis</li> <li>Quality-checked and validated</li> </ul> This repository provides census tract-level data on household energy burden for North Carolina, covering ~1,600 census tracts. Data includes both Area Median Income (AMI) and Federal Poverty Line (FPL) cohort analyses for 2018 and 2022 vintages. <h2>Files Included:</h2> <ul> <li>lead_ami_cohorts_2022_us.csv.gz: 2022 AMI cohort data (15K records, NC)</li> <li>lead_fpl_cohorts_2022_us.csv.gz: 2022 FPL cohort data (588K records, NC)</li> <li>lead_ami_cohorts_2018_us.csv.gz: 2018 AMI cohort data (531K records, NC)</li> <li>lead_fpl_cohorts_2018_us.csv.gz: 2018 FPL cohort data (515K records, NC)</li> <li>checksums.txt: MD5 checksums for verification</li> </ul> <h2>Data Processing</h2> <ul> <li><strong>Source:</strong> Raw LEAD Tool data from OpenEI</li> <li><strong>Processing:</strong> emburden R package v0.4.7 data pipeline</li> <li><strong>Format:</strong> CSV (aggregated tract-level cohorts with computed metrics)</li> <li><strong>Ready for:</strong> Immediate analysis, no additional processing required</li> </ul> <h2>Future Expansion</h2> This proof-of-concept can be expanded to nationwide data (all 51 states, ~72,000 census tracts) in future versions. <h2>Data Sources</h2> Original raw data from: <ul> <li>DOE LEAD Tool 2022: https://data.openei.org/submissions/6219</li> <li>DOE LEAD Tool 2018: https://data.openei.org/submissions/573</li> </ul> Processed using: emburden R package v0.4.7 (https://github.com/ScheierVentures/emburden) <h2>Citation</h2> When using this data, please cite: <ol> <li>This Zenodo repository (DOI provided)</li> <li>The emburden R package v0.4.7</li> <li>The original DOE LEAD Tool publications</li> </ol> <h2>License</h2> CC-BY-4.0 (same as source data) |
| format | Recurso digital |
| id | zenodo_https___doi_org_10_5281_zenodo_17604956 |
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| spellingShingle | emburden: Processed Energy Burden Datasets (North Carolina) Scheier, Eric energy burden energy poverty household energy census tracts LEAD Tool R package emburden North Carolina PROCESSED, analysis-ready household energy burden datasets from the DOE Low-Income Energy Affordability Data (LEAD) Tool, formatted for the emburden R package. <strong>Scope:</strong> North Carolina (proof-of-concept demonstration) <strong>IMPORTANT:</strong> These are PRE-PROCESSED datasets, not raw OpenEI data. They have been: <ul> <li>Aggregated by census tract + income bracket</li> <li>Enriched with computed energy burden metrics (EROI, NER, DEAR)</li> <li>Standardized for immediate analysis</li> <li>Quality-checked and validated</li> </ul> This repository provides census tract-level data on household energy burden for North Carolina, covering ~1,600 census tracts. Data includes both Area Median Income (AMI) and Federal Poverty Line (FPL) cohort analyses for 2018 and 2022 vintages. <h2>Files Included:</h2> <ul> <li>lead_ami_cohorts_2022_us.csv.gz: 2022 AMI cohort data (15K records, NC)</li> <li>lead_fpl_cohorts_2022_us.csv.gz: 2022 FPL cohort data (588K records, NC)</li> <li>lead_ami_cohorts_2018_us.csv.gz: 2018 AMI cohort data (531K records, NC)</li> <li>lead_fpl_cohorts_2018_us.csv.gz: 2018 FPL cohort data (515K records, NC)</li> <li>checksums.txt: MD5 checksums for verification</li> </ul> <h2>Data Processing</h2> <ul> <li><strong>Source:</strong> Raw LEAD Tool data from OpenEI</li> <li><strong>Processing:</strong> emburden R package v0.4.7 data pipeline</li> <li><strong>Format:</strong> CSV (aggregated tract-level cohorts with computed metrics)</li> <li><strong>Ready for:</strong> Immediate analysis, no additional processing required</li> </ul> <h2>Future Expansion</h2> This proof-of-concept can be expanded to nationwide data (all 51 states, ~72,000 census tracts) in future versions. <h2>Data Sources</h2> Original raw data from: <ul> <li>DOE LEAD Tool 2022: https://data.openei.org/submissions/6219</li> <li>DOE LEAD Tool 2018: https://data.openei.org/submissions/573</li> </ul> Processed using: emburden R package v0.4.7 (https://github.com/ScheierVentures/emburden) <h2>Citation</h2> When using this data, please cite: <ol> <li>This Zenodo repository (DOI provided)</li> <li>The emburden R package v0.4.7</li> <li>The original DOE LEAD Tool publications</li> </ol> <h2>License</h2> CC-BY-4.0 (same as source data) |
| title | emburden: Processed Energy Burden Datasets (North Carolina) |
| topic | energy burden energy poverty household energy census tracts LEAD Tool R package emburden North Carolina |
| url | https://doi.org/10.5281/zenodo.17604956 |