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fec_contributions — US campaign contributions of individuals to political committees (FEC, 1980-2026)

Description

Bipartite networks of the contributions of individuals to the political committees of US federal elections (the campaign committees of candidates, party committees and political action committees), from the bulk data of the US Federal Election Commission (FEC). The committees must report to the FEC the contributions they receive from individuals that exceed 200 dollars in an election cycle (and many report smaller ones too, in particular the conduit committees, such as ActBlue and WinRed, through which individuals give to candidates); the data of "contributions by individuals" contain these itemized receipts, as reported, for each two-year election cycle. There is one network per cycle, from 1980 (1979-1980) to 2026 (2025-2026, as of the download date, October 2026; the data of the recent cycles are updated by the FEC as new reports are filed).

The nodes are the contributors and the committees, and an edge from a contributor to a committee aggregates all the reported receipts of the committee from the contributor in the cycle, with their number and total amount (since the recent cycles have more than 10^8 receipts, the individual receipts are not kept as edges). The committees are identified by their FEC id, and described by the committee master file of the cycle. The FEC gives no identifier of the contributors, only their name, address, employer and occupation as reported by each committee: the contributors are therefore merged by their name (upper-cased, with spaces normalized), the first five digits of their ZIP code and their employer (upper-cased) together, so that the same person with differently written names or employers (or who moved) is split into several nodes, and different persons with the same name, ZIP code and employer are merged. The data also contain some contributions of organizations and other entities, which are treated in the same way (see entity_type).

The receipts are as reported, including refunds (negative amounts) and the memo entries (memo code X), which are not counted in the totals of the reports: e.g. the receipts that a candidate committee reports as earmarked through a conduit committee also appear as receipts of the conduit, so that the same money can appear on two edges. Their numbers and amounts are given separately on the edges. Note that the law (52 U.S.C. 30111(a)(4)) forbids the use of the names and addresses of contributors from these data for soliciting contributions or for commercial purposes.

The networks have the following properties:

  • (Node) is_committee: whether the node is a committee (otherwise it is a contributor).
  • (Node) committee_id (committees): the FEC id of the committee (e.g. C00401224).
  • (Node) name: the name of the committee, or of the contributor (as merged, upper-cased).
  • (Node) zip5, employer (contributors): the first five digits of the ZIP code and the employer, as merged.
  • (Node) city, state: the city and state of the contributor (as first reported) or of the committee.
  • (Node) occupation (contributors): the occupation (as first reported).
  • (Node) entity_type (contributors): the type of entity (IND individual, ORG organization, CAN candidate, ...; empty in the older cycles).
  • (Node) committee_type, committee_designation, party, connected_organization, candidate_id (committees): the type of the committee (e.g. H, S, P for the campaign committees of candidates to the House, Senate and presidency; Q, N for PACs; X, Y for party committees; O for super PACs), its designation (e.g. P principal campaign committee, J joint fundraiser, U unauthorized), the party affiliation, the connected organization and the candidate id (from the committee master file; empty for committees that are not in it).
  • (Edge) count, amount: the number of receipts that are not memo entries, and their total amount in US dollars.
  • (Edge) memo_count, memo_amount: the number and total amount of the memo entries.
  • (Edge) first_date, last_date: the dates of the first and the last receipt (YYYY-MM-DD; empty if not given).
Tags
Social Political Economic Bipartite Weighted Metadata
Added
2026-10-31
Citation
  • Federal Election Commission, "Contributions by individuals" and "Committee master" bulk data files (1980-2026) www.fec.gov
Upstream URL OK
https://www.fec.gov/data/browse-data/?tab=bulk-data
Upstream license
Public domain (US government work); 52 U.S.C. 30111(a)(4) forbids the use of contributor names and addresses for solicitation or commercial purposes, https://www.fec.gov/updates/sale-or-use-contributor-information/
Networks
Tip: click on a column header to sort the list, or hover over it for a description.
Column legend
$\left<k\right>$
Mean degree
$\sigma_k$
Standard deviation of the degrees
$\lambda_h$
Largest eigenvalue of the Hashimoto (non-backtracking) matrix
$\tau$
Random walk mixing time
$r$
Degree assortativity
$c$
Global clustering coefficient
$\oslash$
(Pseudo-) diameter
$S$
Relative size of the largest component
NPs
Node properties
EPs
Edge properties
Name Nodes Edges $\left<k\right>$ $\sigma_k$ $\lambda_h$ $\tau$ $r$ $c$ $\oslash$ $S$ Kind Mode NPs EPs gt GraphML GML csv
1980 280,276 287,565 1.03 68.11 20.83 3096.48 -0.21 0.00 20 0.91 Directed Bipartite is_committee committee_id name zip5 employer city state occupation entity_type committee_type committee_designation party connected_organization candidate_id count memo_count amount memo_amount first_date last_date 8.0 MiB 11.7 MiB 11.9 MiB 11.5 MiB
1982 147,043 153,821 1.05 33.84 39.56 889.82 -0.17 0.00 20 0.89 Directed Bipartite is_committee committee_id name zip5 employer city state occupation entity_type committee_type committee_designation party connected_organization candidate_id count memo_count amount memo_amount first_date last_date 4.4 MiB 6.3 MiB 6.4 MiB 6.2 MiB
1984 223,182 236,033 1.06 54.58 28.58 940.96 -0.20 0.00 18 0.92 Directed Bipartite is_committee committee_id name zip5 employer city state occupation entity_type committee_type committee_designation party connected_organization candidate_id count memo_count amount memo_amount first_date last_date 6.5 MiB 9.6 MiB 9.7 MiB 9.3 MiB
1986 224,552 234,311 1.04 40.27 27.03 1220.18 -0.16 0.00 18 0.91 Directed Bipartite is_committee committee_id name zip5 employer city state occupation entity_type committee_type committee_designation party connected_organization candidate_id count memo_count amount memo_amount first_date last_date 6.7 MiB 9.8 MiB 9.9 MiB 9.5 MiB
1988 347,401 362,708 1.04 67.55 32.72 1213.36 -0.20 0.00 16 0.95 Directed Bipartite is_committee committee_id name zip5 employer city state occupation entity_type committee_type committee_designation party connected_organization candidate_id count memo_count amount memo_amount first_date last_date 10.0 MiB 14.9 MiB 15.0 MiB 14.7 MiB
1990 414,865 432,994 1.04 49.31 31.51 5310.27 -0.13 0.00 16 0.91 Directed Bipartite is_committee committee_id name zip5 employer city state occupation entity_type committee_type committee_designation party connected_organization candidate_id count memo_count amount memo_amount first_date last_date 12.0 MiB 17.9 MiB 18.1 MiB 17.6 MiB
1992 669,881 720,979 1.08 75.51 54.88 2459.61 -0.14 0.00 16 0.95 Directed Bipartite is_committee committee_id name zip5 employer city state occupation entity_type committee_type committee_designation party connected_organization candidate_id count memo_count amount memo_amount first_date last_date 19.9 MiB 29.0 MiB 29.2 MiB 28.6 MiB
1994 639,494 681,577 1.07 51.13 33.47 3366.15 -0.15 0.00 16 0.95 Directed Bipartite is_committee committee_id name zip5 employer city state occupation entity_type committee_type committee_designation party connected_organization candidate_id count memo_count amount memo_amount first_date last_date 18.9 MiB 27.5 MiB 27.8 MiB 27.4 MiB
1996 905,774 981,621 1.08 96.06 56.31 1774.53 -0.15 0.00 14 0.96 Directed Bipartite is_committee committee_id name zip5 employer city state occupation entity_type committee_type committee_designation party connected_organization candidate_id count memo_count amount memo_amount first_date last_date 26.6 MiB 39.0 MiB 39.3 MiB 39.1 MiB
1998 736,018 790,513 1.07 66.55 38.62 3337.47 -0.11 0.00 16 0.95 Directed Bipartite is_committee committee_id name zip5 employer city state occupation entity_type committee_type committee_designation party connected_organization candidate_id count memo_count amount memo_amount first_date last_date 22.2 MiB 32.4 MiB 32.7 MiB 31.8 MiB
2000 1,257,963 1,357,415 1.08 140.94 63.77 3536.86 -0.17 0.00 16 0.97 Directed Bipartite is_committee committee_id name zip5 employer city state occupation entity_type committee_type committee_designation party connected_organization candidate_id count memo_count amount memo_amount first_date last_date 21.3 MiB 32.8 MiB 33.2 MiB 35.1 MiB
2002 1,047,157 1,079,836 1.03 91.73 34.50 16460.77 -0.11 0.00 24 0.90 Directed Bipartite is_committee committee_id name zip5 employer city state occupation entity_type committee_type committee_designation party connected_organization candidate_id count memo_count amount memo_amount first_date last_date 18.4 MiB 27.9 MiB 28.4 MiB 30.1 MiB
2004 1,779,895 1,902,733 1.07 236.25 117.41 7999.63 -0.24 0.00 16 0.96 Directed Bipartite is_committee committee_id name zip5 employer city state occupation entity_type committee_type committee_designation party connected_organization candidate_id count memo_count amount memo_amount first_date last_date 34.0 MiB 52.0 MiB 51.4 MiB 55.7 MiB
2006 1,257,804 1,343,752 1.07 107.28 49.98 9072.97 -0.13 0.00 16 0.94 Directed Bipartite is_committee committee_id name zip5 employer city state occupation entity_type committee_type committee_designation party connected_organization candidate_id count memo_count amount memo_amount first_date last_date 24.2 MiB 37.1 MiB 36.8 MiB 39.7 MiB
2008 2,176,748 2,382,663 1.09 301.88 152.50 7927.22 -0.19 0.00 18 0.97 Directed Bipartite is_committee committee_id name zip5 employer city state occupation entity_type committee_type committee_designation party connected_organization candidate_id count memo_count amount memo_amount first_date last_date 42.6 MiB 65.4 MiB 64.4 MiB 70.8 MiB
2010 1,366,506 1,491,332 1.09 92.66 66.34 15299.92 -0.13 0.00 16 0.94 Directed Bipartite is_committee committee_id name zip5 employer city state occupation entity_type committee_type committee_designation party connected_organization candidate_id count memo_count amount memo_amount first_date last_date 26.7 MiB 41.1 MiB 40.7 MiB 43.9 MiB
2012 2,166,021 2,410,688 1.11 285.36 210.89 7300.56 -0.22 0.00 16 0.97 Directed Bipartite is_committee committee_id name zip5 employer city state occupation entity_type committee_type committee_designation party connected_organization candidate_id count memo_count amount memo_amount first_date last_date 42.8 MiB 66.0 MiB 65.1 MiB 71.3 MiB
2014 1,272,731 1,422,593 1.12 117.94 101.77 15925.74 -0.11 0.00 16 0.94 Directed Bipartite is_committee committee_id name zip5 employer city state occupation entity_type committee_type committee_designation party connected_organization candidate_id count memo_count amount memo_amount first_date last_date 25.1 MiB 38.7 MiB 38.3 MiB 41.4 MiB
2016 3,662,798 4,281,643 1.17 420.14 341.05 74017.11 -0.25 0.00 17 0.93 Directed Bipartite is_committee committee_id name zip5 employer city state occupation entity_type committee_type committee_designation party connected_organization candidate_id count memo_count amount memo_amount first_date last_date 74.7 MiB 115.9 MiB 114.3 MiB 125.5 MiB
2018 3,347,882 4,205,772 1.26 438.48 300.19 26998.72 -0.14 0.00 18 0.92 Directed Bipartite is_committee committee_id name zip5 employer city state occupation entity_type committee_type committee_designation party connected_organization candidate_id count memo_count amount memo_amount first_date last_date 68.6 MiB 107.3 MiB 105.7 MiB 114.4 MiB
2020 7,844,861 11,875,243 1.51 952.42 842.81 15920.68 -0.25 0.00 16 0.97 Directed Bipartite is_committee committee_id name zip5 employer city state occupation entity_type committee_type committee_designation party connected_organization candidate_id count memo_count amount memo_amount first_date last_date 168.2 MiB 272.1 MiB 265.7 MiB 291.4 MiB
2022 4,828,088 7,159,321 1.48 659.76 472.70 17592.06 -0.21 0.00 16 0.95 Directed Bipartite is_committee committee_id name zip5 employer city state occupation entity_type committee_type committee_designation party connected_organization candidate_id count memo_count amount memo_amount first_date last_date 100.5 MiB 161.8 MiB 158.8 MiB 174.0 MiB
2024 6,136,098 9,457,395 1.54 765.10 761.91 26598.84 -0.30 0.00 22 0.96 Directed Bipartite is_committee committee_id name zip5 employer city state occupation entity_type committee_type committee_designation party connected_organization candidate_id count memo_count amount memo_amount first_date last_date 128.7 MiB 209.2 MiB 203.9 MiB 222.7 MiB
2026 2,935,592 4,315,726 1.47 321.08 279.49 21722.84 -0.13 0.00 18 0.90 Directed Bipartite is_committee committee_id name zip5 employer city state occupation entity_type committee_type committee_designation party connected_organization candidate_id count memo_count amount memo_amount first_date last_date 61.6 MiB 98.5 MiB 96.6 MiB 106.3 MiB