Industry · agriculture
Agribusiness & Crops
351 members of Congress were measured in agribusiness & crops. 69 of them are above their own peer group — same chamber, same party, same third of the party by DW-NOMINATE — on both the share of their money that comes from this industry and how often they vote its way. They are ranked below by the index, the geometric mean of those two residuals. Members measured here with no such alignment, and members below the coverage floor, are not listed; neither is a zero.
Read the dollars and the roll-call count beside each figure, not just the index: some pairs clear the floor on small sums or few votes.
Measured alignments, ranked
Residuals are standard deviations from the peer-group mean.
| # | Member | Seat | Index | Money | Votes | Direct PAC $ | Roll calls | Peers |
|---|---|---|---|---|---|---|---|---|
| 1 | Sanford D. Bishop, Jr. | House · GA · D | 2.29 | +3.61 | +1.45 | $162,000 | 10 | 57 |
| 2 | Derrick Van Orden | House · WI · R | 2.13 | +2.21 | +2.04 | $82,500 | 9 | 58 |
| 3 | Glenn Thompson | House · PA · R | 2.12 | +4.31 | +1.04 | $249,500 | 9 | 58 |
| 4 | James R. Baird | House · IN · R | 1.88 | +3.26 | +1.08 | $61,000 | 10 | 58 |
| 5 | Mary E. Miller | House · IL · R | 1.85 | +3.22 | +1.06 | $47,500 | 10 | 49 |
| 6 | Shontel M. Brown | House · OH · D | 1.80 | +3.05 | +1.06 | $177,000 | 10 | 48 |
| 7 | Nancy Pelosi | House · CA · D | 1.80 | +5.34 | +0.61 | $16,000 | 9 | 48 |
| 8 | Austin Scott | House · GA · R | 1.70 | +4.14 | +0.70 | $188,500 | 10 | 64 |
| 9 | Marcy Kaptur | House · OH · D | 1.50 | +2.09 | +1.07 | $71,500 | 10 | 60 |
| 10 | Brad Finstad | House · MN · R | 1.49 | +3.20 | +0.70 | $192,000 | 10 | 64 |
| 11 | Dusty Johnson | House · SD · R | 1.48 | +1.39 | +1.57 | $43,000 | 10 | 64 |
| 12 | Frank D. Lucas | House · OK · R | 1.43 | +1.88 | +1.08 | $114,000 | 10 | 58 |
| 13 | Jahana Hayes | House · CT · D | 1.31 | +1.77 | +0.97 | $34,000 | 9 | 60 |
| 14 | Donald G. Davis | House · NC · D | 1.27 | +1.11 | +1.45 | $117,500 | 10 | 57 |
| 15 | Tracey Mann | House · KS · R | 1.25 | +1.21 | +1.30 | $118,500 | 10 | 49 |
| 16 | Angie Craig | House · MN · D | 1.24 | +2.89 | +0.53 | $181,000 | 10 | 57 |
| 17 | Mark Harris | House · NC · R | 1.22 | +1.40 | +1.06 | $39,000 | 10 | 49 |
| 18 | Henry Cuellar | House · TX · D | 1.22 | +0.70 | +2.14 | $44,100 | 9 | 57 |
| 19 | Michelle Fischbach | House · MN · R | 1.20 | +2.05 | +0.70 | $132,050 | 10 | 64 |
| 20 | Trent Kelly | House · MS · R | 1.17 | +1.04 | +1.30 | $98,500 | 10 | 49 |
| 21 | Shomari Figures | House · AL · D | 1.04 | +1.01 | +1.07 | $45,000 | 10 | 60 |
| 22 | Adam Gray | House · CA · D | 1.02 | +1.51 | +0.69 | $111,500 | 9 | 57 |
| 23 | Mike Bost | House · IL · R | 1.00 | +0.93 | +1.08 | $101,500 | 10 | 58 |
| 24 | Mark B. Messmer | House · IN · R | 0.92 | +1.21 | +0.70 | $49,000 | 10 | 64 |
| 25 | John R. Moolenaar | House · MI · R | 0.92 | +0.78 | +1.08 | $55,000 | 10 | 58 |
| 26 | Chellie Pingree | House · ME · D | 0.91 | +3.17 | +0.26 | $35,500 | 10 | 60 |
| 27 | David Rouzer | House · NC · R | 0.89 | +1.13 | +0.70 | $132,500 | 10 | 64 |
| 28 | Mark Alford | House · MO · R | 0.82 | +0.97 | +0.70 | $63,500 | 10 | 64 |
| 29 | Barry Moore | House · AL · R | 0.81 | +1.94 | +0.33 | $111,500 | 10 | 49 |
| 30 | Derek Schmidt | House · KS · R | 0.78 | +0.49 | +1.23 | $56,000 | 10 | 49 |
| 31 | Pete Stauber | House · MN · R | 0.76 | +0.53 | +1.08 | $74,500 | 10 | 58 |
| 32 | Eric Sorensen | House · IL · D | 0.76 | +1.08 | +0.53 | $80,600 | 10 | 57 |
| 33 | Dan Newhouse | House · WA · R | 0.74 | +0.80 | +0.69 | $35,500 | 10 | 58 |
| 34 | David J. Taylor | House · OH · R | 0.74 | +0.88 | +0.62 | $69,500 | 10 | 49 |
| 35 | Adrian Smith | House · NE · R | 0.71 | +0.73 | +0.70 | $128,000 | 10 | 64 |
| 36 | Eugene Simon Vindman | House · VA · D | 0.70 | +0.47 | +1.02 | $40,000 | 10 | 57 |
| 37 | Jimmy Panetta | House · CA · D | 0.68 | +0.34 | +1.36 | $96,000 | 10 | 57 |
| 38 | Tony Wied | House · WI · R | 0.67 | +1.02 | +0.44 | $52,500 | 9 | 64 |
| 39 | Nikki Budzinski | House · IL · D | 0.67 | +0.85 | +0.53 | $98,500 | 10 | 57 |
| 40 | Mike Ezell | House · MS · R | 0.66 | +0.62 | +0.70 | $36,500 | 10 | 64 |
| 41 | Monica De La Cruz | House · TX · R | 0.66 | +0.62 | +0.70 | $55,600 | 10 | 64 |
| 42 | Bennie G. Thompson | House · MS · D | 0.61 | +0.35 | +1.06 | $48,500 | 10 | 48 |
| 43 | Celeste Maloy | House · UT · R | 0.60 | +0.55 | +0.66 | $40,500 | 10 | 58 |
| 44 | Lauren Underwood | House · IL · D | 0.59 | +0.33 | +1.06 | $30,000 | 10 | 48 |
| 45 | Josh Riley | House · NY · D | 0.58 | +0.63 | +0.53 | $34,000 | 10 | 57 |
| 46 | Glenn Grothman | House · WI · R | 0.58 | +0.52 | +0.64 | $21,000 | 10 | 64 |
| 47 | Michael T. McCaul | House · TX · R | 0.56 | +1.07 | +0.29 | $6,800 | 7 | 58 |
| 48 | Gabe Vasquez | House · NM · D | 0.54 | +0.56 | +0.53 | $50,000 | 10 | 57 |
| 49 | James Comer | House · KY · R | 0.54 | +0.19 | +1.57 | $32,000 | 10 | 64 |
| 50 | Kristen McDonald Rivet | House · MI · D | 0.50 | +0.48 | +0.53 | $83,000 | 10 | 57 |
| 51 | Robin L. Kelly | House · IL · D | 0.45 | +0.34 | +0.61 | $35,000 | 9 | 48 |
| 52 | Sylvia R. Garcia | House · TX · D | 0.45 | +0.19 | +1.06 | $37,600 | 10 | 48 |
| 53 | John W. Mannion | House · NY · D | 0.43 | +0.35 | +0.53 | $40,500 | 10 | 57 |
| 54 | John Boozman | Senate · AR · R | 0.41 | +2.19 | +0.08 | $52,500 | 9 | 15 |
| 55 | Andrea Salinas | House · OR · D | 0.40 | +0.30 | +0.53 | $34,500 | 10 | 57 |
| 56 | Lucy McBath | House · GA · D | 0.38 | +0.13 | +1.07 | $16,000 | 10 | 60 |
| 57 | John Hoeven | Senate · ND · R | 0.37 | +1.76 | +0.08 | $63,800 | 9 | 15 |
| 58 | Deb Fischer | Senate · NE · R | 0.32 | +1.34 | +0.08 | $40,500 | 9 | 15 |
| 59 | Zoe Lofgren | House · CA · D | 0.31 | +0.24 | +0.41 | $17,000 | 10 | 60 |
| 60 | Jason Smith | House · MO · R | 0.25 | +0.04 | +1.57 | $175,500 | 10 | 64 |
| 61 | April McClain Delaney | House · MD · D | 0.24 | +0.14 | +0.41 | $18,500 | 9 | 57 |
| 62 | Robert C. "Bobby" Scott | House · VA · D | 0.23 | +0.05 | +1.06 | $19,000 | 10 | 48 |
| 63 | Harold Rogers | House · KY · R | 0.20 | +0.04 | +0.92 | $17,000 | 9 | 58 |
| 64 | Sharice Davids | House · KS · D | 0.19 | +0.40 | +0.09 | $50,000 | 9 | 57 |
| 65 | Sheri Biggs | House · SC · R | 0.18 | +0.10 | +0.30 | $26,000 | 10 | 49 |
| 66 | Cindy Hyde-Smith | Senate · MS · R | 0.18 | +0.11 | +0.28 | $96,500 | 8 | 15 |
| 67 | Jerry Moran | Senate · KS · R | 0.17 | +0.38 | +0.08 | $38,500 | 9 | 15 |
| 68 | Ilhan Omar | House · MN · D | 0.14 | +0.06 | +0.31 | $5,000 | 10 | 57 |
| 69 | Ashley Hinson | House · IA · R | 0.02 | +0.02 | +0.02 | $49,000 | 10 | 58 |
What this does not mean
It is a statistical association between contributions received and votes cast, relative to comparable legislators. It is not a finding of corruption, bribery, or any other crime, and this site makes no such allegation about any person named on it. Accepting lawful contributions from an industry whose position you already hold is ordinary politics: a legislator from a farm state who votes for farm programmes and takes agribusiness money may simply be representing their constituents. Causation cannot be read off this data in either direction. A high index is a reason to look more closely at a relationship, and nothing more than that.
How this is calculated ·
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Sources: FEC bulk filings, Voteview roll calls, govinfo BILLSTATUS. Updated 2026-10-12.