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Solar Learning Lab

Trust

Where the numbers come from

No number on this site originates from another solar website. These are the primary datasets we build on, what each one feeds, and how often it updates.

SourceWhat it feedsUpdate cadence
U.S. Energy Information Administration (EIA)Residential electricity rates, consumption, and utility dataMonthly (Electric Power Monthly) and annual (Form EIA-861)
NREL PVWattsSolar production estimates by location, tilt, and system sizeModel v8, updated by NREL
LBNL Tracking the SunInstalled price per watt for residential systems, by stateAnnual
IRS and federal statuteFederal tax credit status, including the end of Section 25DAs law changes
State agencies and utility program pagesState incentives, net metering rules, and battery programsRe-verified on a schedule, date shown per page
State license boardsInstaller license status and disciplinary recordsChecked at grading and re-checked on update cycles
U.S. Census Bureau (ACS)Household counts, housing stock, and income context by geographyAnnual

Where a page uses a source not listed here, the page cites it inline. If a number has no source link, treat that as our error and report it.