Data Guide
The FEC Database: A User's Guide to Corporate Political Spending
Published by the NOligarchy Editorial Team
Every political contribution made by a corporate PAC to a federal candidate, party committee, or outside group is a matter of public record — filed with the Federal Election Commission and available for anyone to download, search, and analyze.
Most people never look at this data. Not because it's hidden, but because the tools for navigating it are designed for researchers and attorneys, not everyday citizens. This guide changes that. It explains what the FEC database contains, how to find what you're looking for, and how NOligarchy uses this data to produce its scores.
What the FEC Is
The Federal Election Commission is an independent regulatory agency created by Congress in 1975 in the wake of the Watergate scandal. Its core mandate is to administer and enforce the Federal Election Campaign Act (FECA) — the law governing the financing of federal elections.
The FEC's responsibilities include:
Receiving and publicly disclosing campaign finance filings from candidates, parties, and PACs
Enforcing contribution limits and source prohibitions
Administering the presidential public funding program
Issuing advisory opinions on the legality of proposed campaign finance activities
The agency is governed by six commissioners — three Democrats and three Republicans — appointed by the President and confirmed by the Senate. This bipartisan structure means enforcement actions require a majority of four, which critics argue has historically produced gridlock on contested matters.
What Gets Reported — And What Doesn't
The FEC disclosure system covers hard money — contributions made directly to candidates, party committees, and political action committees subject to federal contribution limits. This includes:
Corporate PAC contributions to federal candidates
Corporate PAC contributions to national and state party committees
Corporate PAC contributions to other PACs
Independent expenditures by PACs (spending for or against a candidate, not coordinated)
Electioneering communications (broadcast ads referencing a federal candidate within 30/60 days of an election)
What the FEC system does not fully capture:
"Dark money" — contributions to 501(c)(4) social welfare organizations, which can spend on elections without disclosing donors
Trade association political spending — when a corporation funds the U.S. Chamber of Commerce's political arm, that contribution is not attributed back to the company in FEC filings
State and local elections — the FEC covers only federal races
Issue advertising that stops short of expressly advocating for or against a candidate
The FEC data is the most comprehensive public record of direct corporate political spending that exists — but it is a floor, not a ceiling.
Understanding PACs
Corporations cannot contribute directly to federal candidates from their general treasury — this has been prohibited since the Tillman Act of 1907. Instead, they establish Political Action Committees (PACs), which collect voluntary contributions from employees and shareholders and use those funds to make political contributions.
Key distinctions within the PAC landscape:
Connected PACs (Traditional Corporate PACs)
These are the PACs directly affiliated with a corporation — Amazon PAC, Walmart PAC, Target Corporation PAC. They are subject to hard money limits: $5,000 per candidate per election (for multicandidate PACs), and $15,000 per year to a national party committee. For newer PACs not yet at multicandidate status, the limit is $3,500 per candidate. The corporation can pay the administrative costs of the PAC from its treasury, but all contribution funds must come from voluntary donations.
Super PACs (Independent Expenditure-Only Committees)
Created by the combined effect of Citizens United v. FEC (2010) and SpeechNow.org v. FEC (2010), Super PACs can raise and spend unlimited sums — including from corporate treasuries — as long as they do not coordinate directly with candidates. Super PAC spending is disclosed to the FEC, but the timing and format of disclosure differs from connected PAC filings.
Hybrid PACs
Some committees operate both a traditional PAC account (with contribution limits) and a Super PAC account (without limits). These hybrid structures allow corporations to participate in both coordinated and independent spending through a single entity.
How to Navigate the FEC Database
The FEC makes its data available in two primary ways: a search interface at fec.gov/data and bulk data downloads. For most users, the search interface is the practical starting point.
Finding a Company's PAC
To find a specific corporation's PAC contributions, navigate to fec.gov/data/committees and search by committee name. Most corporate PACs are named predictably — "Amazon PAC," "Target Corporation PAC," "Walmart Inc. PAC for Responsible Government." Note the committee ID (begins with "C") — you'll use it for further lookups.
Viewing Contributions Made
From a committee page, select "Disbursements" to see all contributions the PAC has made to candidates and other committees. You can filter by election cycle, recipient party, recipient state, and contribution type. The data can be exported to CSV for further analysis.
Searching by Election Cycle
FEC data is organized by two-year election cycles (e.g., 2021–2022, 2023–2024). Selecting a specific cycle gives you a complete picture of spending during that period. NOligarchy uses the most recent completed two-year cycle as its primary input, with a rolling four-cycle (eight-year) view applied for the trend component of the score.
Bulk Data Downloads
For programmatic analysis, the FEC provides full bulk data files at fec.gov/data/browse-data. The contribution files (designated by prefix — e.g., pas2 for PAC-to-candidate contributions) are pipe-delimited text files with full field documentation in the accompanying data dictionary. These are the files NOligarchy ingests for score computation.
Reading a FEC Filing
Individual FEC filings — the actual forms submitted by PACs and candidates — are available in full at fec.gov/data/filings. The key form types for corporate PAC activity are:
Form 3X — the periodic report filed by PACs, showing receipts and disbursements for a given period
Schedule B — the disbursements schedule within Form 3X, listing each contribution made with recipient, amount, date, and purpose
Schedule A — the receipts schedule, showing who contributed to the PAC
Form 24 — 24-hour notice of independent expenditure, filed when a committee makes an independent expenditure of $1,000 or more within 20 days of an election
Each entry on Schedule B includes the recipient's name, FEC committee ID, transaction date, amount, and a memo field. Comparing Schedule B entries across multiple PACs is how researchers map industry-wide political spending patterns.
Third-Party Tools Worth Knowing
The FEC's own interface is functional but sparse. Several nonprofit and academic organizations have built more accessible tools on top of the same underlying data:
OpenSecrets (opensecrets.org): The most comprehensive aggregated view of federal and state campaign finance. Since merging with FollowTheMoney.org, it provides a "one-stop shop" for tracking money from state capitals to Washington D.C.
ProPublica Campaign Finance API — developer-friendly access to FEC data with cleaner formatting
FEC Itemizer (projects.propublica.org/itemizer/) — specialized tool for parsing individual PAC filings
NOligarchy uses the FEC bulk data files directly rather than third-party APIs, to ensure we are working from primary sources and can audit our own data pipeline. We cross-reference with OpenSecrets as a validation step.
How NOligarchy Uses This Data
The PAC contribution component of the NOligarchy Score is computed from FEC bulk data using the following methodology:
We identify the connected PAC(s) for each retailer in our database, mapped to the ultimate parent company
We pull all Schedule B disbursements for the most recent completed two-year election cycle
Total contributions are normalized against company revenue to produce a per-dollar-of-revenue spending rate — this prevents large companies from being penalized simply for being large
PAC contributions do not earn or lose points based on which party receives them — a dollar given to a Democrat counts the same as a dollar given to a Republican. But the distribution matters: companies that give substantial amounts to both major parties in the same election cycle receive a separate "Access Buyer" flag, reflecting a pattern researchers associate with purchasing access regardless of who wins. The Network Multiplier — a structural adjustment based on how many outside lobbying firms a company retains and how many of those firms also represent other large companies in our database (see our lobbying guide for details) — is applied separately, to the lobbying component of the score, not to this PAC figure
This PAC figure becomes part of the Political Access pillar — 45% of the overall NOligarchy Score — alongside the Network Multiplier-adjusted lobbying figure and a smaller component for disclosed executive political donations. Lobbying carries roughly 71% of the weight within that pillar, PAC contributions about 21%, and executive donations about 7%, reflecting lobbying as the more direct and sustained channel of policy influence
All component scores and their inputs are linked to source records in every NOligarchy result. You should never have to take our word for a number — you should be able to trace it directly to a Schedule B line item.
Limitations and Caveats
Any analysis built on FEC data carries inherent limitations that responsible users should understand:
Contribution timing can be strategic — PACs often spike spending in election years and reduce it in off-years, which can distort single-cycle snapshots
PAC contributions reflect the decisions of a PAC committee, which may not perfectly mirror the priorities of corporate leadership
Dark money flows that connect corporate treasuries to political outcomes are real but largely unquantifiable from public records
Some companies have restructured their PAC operations or dissolved PACs entirely in response to public pressure — absence of PAC data does not necessarily mean absence of political activity
Contribution data reflects where money went, not what policy outcomes it was intended to produce — that inference requires additional analysis
NOligarchy applies a conservative methodology that scores on disclosed behavior only. We do not impute dark money flows or infer undisclosed activity. The score reflects what companies have actually reported — which, given the limitations above, should be understood as a minimum estimate of political engagement, not a complete one.
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NOligarchy is not affiliated with the Federal Election Commission or any political party or candidate. All data referenced in this article is publicly available from fec.gov. This article is for educational purposes and does not constitute legal or financial advice. Questions or corrections: support@noligarchy.com
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