Credit claiming
The text of this post is on X; follow the source link to read it.
Nov 18, 2025 · Posts on X (state legislators) · credit claiming · Source
37
votes against the majority of Connecticut House Democrats
Party unity 80%, in the bottom 5% of the Connecticut House (average 95.0%). 754 roll calls in the CT 2025–26 session.
Party unity counts only party-line roll calls, where most Democrats and most Republicans voted on opposite sides, and is the share of those where Boyd voted with the majority of Connecticut House Democrats; it is ranked within the Connecticut House. The count covers every roll call where Boyd voted opposite that majority.
At a glance
6 measures against the Connecticut House. Boyd sits at −0.38 on the CSIP scale, more conservative than 84% of State House Democrats. Boyd missed 4.4% of 754 roll calls, attendance in the bottom quarter of the Connecticut House (average 96.7%).
The measures on which Boyd sits furthest from the middle of the Connecticut House, each against the same group, with the CSIP score when there is one. Every number is explained in its own section below.
Party unity
80%
Connecticut House average 95.0% · ranks 146th of 151 · 37 votes against the majority of Connecticut House Democrats
CSIP ideology
−0.38
More conservative than 84% of State House Democrats · ± 0.04
Attendance
95.6%
Connecticut House average 96.7% · ranks 116th of 151 · 754 roll calls
From Connecticut, 2026
99%
Of itemized individual dollars · ranks 509th of 1,983 State House Democrats
Itemized, 2026
$11.0K
State House Democrats’ median $40.4K · ranks 1584th of 2,082
Out of committee
43%
Connecticut House average 35% · ranks 45th of 150
Peer group: Connecticut House. Rank 1 is the highest value in the group; the thick bar is Boyd, the thin grey bar the peer average. The headline is the measure on which Boyd is most unusual among peers (Methods, §08).
What Boyd says
Boyd criticizes policies less than 93% of State House Democrats. Policy criticism in 0% of 24 statements, against 10% for the average State House Democrat; 717th of 764.
An AI model reads each of Boyd’s 24 statements in the CT 2025–26 session (24 posts on X) and marks the kinds of statement it contains: a personal attack, criticism of a policy, discussion of policy, bipartisanship, credit claiming, and extreme labels. A statement can carry several. Every rate is compared with the average for State House Democrats and ranked among them.
Kinds of statement
Share of statements carrying each label, the CT 2025–26 session
0%80%
Boyd
Peers
Rank
Policy discussion8 statements
33%
39%
480th of 764
Credit claiming3 statements
13%
14%
372nd of 764
Bipartisanship2 statements
8%
3%
52nd of 764
Personal attacks0 statements
0%
3%
584th of 764
Policy criticism0 statements
0%
10%
717th of 764
Show the data
| Row | Boyd | Peers |
|---|---|---|
| Policy discussion | 33% | 39% |
| Credit claiming | 13% | 14% |
| Bipartisanship | 8% | 3% |
| Personal attacks | 0% | 3% |
| Policy criticism | 0% | 10% |
24
statements classified
24 posts on X.
Show the data
| Part | Value |
|---|---|
| posts on X | 24 |
How to read the bars
The thick bar is Boyd; the thin grey bar is the average State House Democrats. A longer thick bar means Boyd does this more than peers. Rank 1 is the highest rate in the group.
Extreme labels
Boyd used no extreme labels in 24 statements. The peer average is 1.0%.
No extreme labels in this window.
Who gets the labels
Targets named alongside an extreme label, by number of statements
No targets recorded.
What an extreme label is
Calls a politician, a party or a policy “far left”, “far right”, “MAGA”, “extreme”, “radical”, “woke”, “fascist” or “communist”. The target is who or what the label was aimed at. The lists show the five most used labels and targets; the toggle shows the rest.
Month by month
Share of statements per month, the CT 2025–26 session
No month in this window has 10 or more statements, too few to chart month by month.
How to read the strips
Each row is one kind of statement; each cell is a month, shaded against that row’s own peak (darker = closer to the peak), with the peak and the latest value written at the right. The top row counts statements. The strip covers every month of the CT 2025–26 session, the same span as the rates above, including months with no statements. A month with fewer than 10 statements is hatched, not shaded: one or two posts would swing its rate to 0% or 100%. 22 months are hatched here; 14 of them have no statements.
In Boyd’s words
Real statements from the classifier’s example set, with the labels it assigned
Policy discussion
The text of this post is on X; follow the source link to read it.
Dec 9, 2025 · Posts on X (state legislators) · policy discussion; Agriculture and Food · Source
Bipartisanship
The text of this post is on X; follow the source link to read it.
Nov 13, 2025 · Posts on X (state legislators) · policy discussion; bipartisanship; credit claiming; Health · Source
Examples by category
Up to five recent statements in each category
Overtly questions a named person’s character, integrity or loyalty, or calls them names. Criticising a record or a policy does not count.
No statements in this category in this window.
All 24 statements
Newest first, the CT 2025–26 session
The full feed
Five statements at a time, newest first; filters apply to the statements loaded so far. Export saves the statements that match. Sources: 24 posts on X.
Policy
Health is what Boyd talks about most: 75% of policy statements, 5.0 times the peer share. Peers give it 15%. Agreement with legislation needs at least 20 policy statements and 5 bills.
Each policy statement is tagged by the AI model with one or more of 25 policy areas from the Congressional Research Service list, so the shares say what Boyd talks about. The bills Boyd sponsors and cosponsors carry the same areas, so the two can be compared.
What Boyd talks about
Share of policy statements by area, the CT 2025–26 session
0%83%
Boyd
Peers
Health6 statements
75%
15%
Agriculture and Food2 statements
25%
5%
Armed Forces and National Security0 statements
0%
3%
Civil Rights and Liberties, Minority Issues0 statements
0%
10%
Commerce0 statements
0%
3%
Show the data
| Row | Boyd | Peers |
|---|---|---|
| Health | 75% | 15% |
| Agriculture and Food | 25% | 5% |
| Armed Forces and National Security | 0% | 3% |
| Civil Rights and Liberties, Minority Issues | 0% | 10% |
| Commerce | 0% | 3% |
How to read the bars
The thick bar is the share of Boyd’s policy statements in an area; the thin grey bar is the average share for State House Democrats. A statement counts once in each of its areas, so shares can add to more than 100%. The five largest areas are shown; the toggle shows the rest.
Talks about · legislates on
Left: share of statements by policy area. Right: share of bills. Areas in order of their share of statements; both sides run from 0 to 83%. Grey ticks are the State House Democrats averages.
Show the data
| Area | Talks about | State House Democrats, talks about | Legislates on | State House Democrats, legislates on |
|---|---|---|---|---|
| Health | 75% | 15% | 0% | 15% |
| Agriculture and Food | 25% | 5% | 23% | 3% |
| Armed Forces and National Security | 0% | 3% | 4% | 1% |
| Crime and Law Enforcement | 0% | 8% | 4% | 9% |
| Economics and Public Finance | 0% | 11% | 4% | 2% |
No agreement score.Needs at least 20 policy statements and 5 bills in the window.
What agreement means, and what it doesn’t
Agreement is 1 minus the distance between the two distributions (Jensen–Shannon): 1 means Boyd legislates on exactly the areas Boyd talks about, in the same proportions; 0 means no overlap. It does not say whether the bills match the positions in the statements, only the subjects. Bills Boyd sponsored count fully, cosponsored bills a quarter. Shown with at least 20 policy statements and 5 bills.
Ideology
Boyd sits at −0.38 on the CSIP scale, left of 0, more conservative than 84% of State House Democrats. Approximate range −0.42 to −0.34, which understates the uncertainty; from 504 donors and 378 roll calls.
CSIP, the lab’s Common-Space Ideal Point, places every official, federal and state, on one left–right scale, estimated from roll-call votes, who gives money to whom, and the text of statements. Negative is left of 0, positive right of it; 0 is the centre of the scale, not a definition of “moderate”.
−0.38
CSIP ideal point
Approximate range −0.42 to −0.34. From 504 donors and 378 roll calls. Run 2026-10-25T215945. Blue is left of 0, red right of 0.
The outlined dot is Boyd, coloured by its side of 0 (blue left, red right, deeper further out); the bar through it is the approximate range (±1.96 standard errors), which understates the uncertainty; the grey ticks below are the medians of Boyd’s groups. 0 is the centre of the scale, not “moderate” by definition.
What this means, and what it doesn’t
The score summarises how an official votes, who funds them and how they talk, relative to everyone else. It does not grade positions as good or bad, and two officials with the same score can differ on any single issue. The ± range is 1.96 standard errors, which understates the uncertainty: scores whose ranges overlap may not differ at all, and even scores whose ranges do not overlap may not differ.
Where Boyd sits
Every official in each group, on the CSIP scale
State House Democrats2,392 · median −0.6
Connecticut House151 · median −0.7
All State House5,324 · median +0.1
Show the data
| Group | Officials | Median | Share left of Boyd |
|---|---|---|---|
| State House Democrats | 2392 | −0.6 | 84% |
| Connecticut House | 151 | −0.7 | 64% |
| All State House | 5324 | +0.1 | 38% |
How to read the strips
Every small dot is one official on the same scale, coloured by its own score (blue left of 0, red right of 0, grey at 0, deeper further out) and spread up and down only to keep dots apart; where a group is crowded the dots overlap, and darker patches mean more officials. The large outlined dot is Boyd in every row; the rule is each group’s median. The table under the figure gives the share of each group to the left of Boyd.
Money
Boyd reported $11.0K in the 2026 cycle, 27% of the State House Democrats’ median of $40.4K. State filings report no small-donation total. 99% of itemized individual money came from Connecticut.
Campaign money from state campaign-finance filings, as aggregates only; the lab never shows an individual donor. Campaigns must report by name every person who gives them more than $200 in a cycle (“itemized”); smaller gifts are reported only as one total (“unitemized”), so donor counts, donor states, employers and occupations describe itemized donors only. State filings report no small-gift total, so these figures add up itemized contributions only.
$11.0K
itemized in the 2026 cycle
From 208 itemized donors. State House Democrats’ median $40.4K.
Where the money came from
Each square is one percent of itemized contributions in the 2026 cycle.
- Individuals (itemized)100 squares$11.0K
Show the data
| Source | Amount | Share |
|---|---|---|
| Individuals (itemized) | $11.0K | 100.0% |
What this means, and what it doesn’t
Totals say how much a campaign took in, not how it was spent, and they rise sharply when a seat is up for election; compare cycles with that in mind.
Receipts by cycle
Itemized contributions, 2020 to 2026. The grey line is the State House Democrats’ median for 2026.
Show the data
| Item | Value |
|---|---|
| 2020 cycle | $7,800 |
| 2022 cycle | $8,034 |
| 2024 cycle | $7,566 |
| 2026 cycle | $11.0K |
Top donor states, 2026
Itemized contributions by donor state. 99% came from Connecticut.
- Connecticut$10.8K
- Pennsylvania$100
- Rhode Island$50
Small donations
State filings report no total for small gifts.
Not reported in state filings.
Where itemized donors live
Individuals who gave more than $200, by donor state
Show the data
| State | Value |
|---|---|
| Connecticut | $10.8K |
| Pennsylvania | $100 |
| Rhode Island | $50 |
| Alaska | No data |
| Maine | No data |
| Vermont | No data |
| New Hampshire | No data |
| Washington | No data |
| Idaho | No data |
| Montana | No data |
| North Dakota | No data |
| Minnesota | No data |
| Illinois | No data |
| Wisconsin | No data |
| Michigan | No data |
| New York | No data |
| Massachusetts | No data |
| Oregon | No data |
| Nevada | No data |
| Wyoming | No data |
| South Dakota | No data |
| Iowa | No data |
| Indiana | No data |
| Ohio | No data |
| New Jersey | No data |
| California | No data |
| Utah | No data |
| Colorado | No data |
| Nebraska | No data |
| Missouri | No data |
| Kentucky | No data |
| West Virginia | No data |
| Virginia | No data |
| Maryland | No data |
| Delaware | No data |
| Arizona | No data |
| New Mexico | No data |
| Kansas | No data |
| Arkansas | No data |
| Tennessee | No data |
| North Carolina | No data |
| South Carolina | No data |
| District of Columbia | No data |
| Oklahoma | No data |
| Louisiana | No data |
| Mississippi | No data |
| Alabama | No data |
| Georgia | No data |
| Hawaii | No data |
| Texas | No data |
| Florida | No data |
208
itemized donors
People who gave more than $200
99%
from Connecticut
Of itemized individual dollars
How to read the map
Every state the same size. Darker states gave more itemized money; hatched states had no itemized donors; the outlined state is Connecticut. Gifts of $200 or less carry no address and are left out.
Top donor occupations
Itemized, 2026 cycle.
- RETIRED$6,431 104 donors
- TEACHER$491 17 donors
- LOBBYIST$300 3 donors
- SALES$110 3 donors
Top committees
PAC and committee contributions, 2026 cycle.
No committee contributions this cycle.
Top employers
Itemized, 2026 cycle.
- POMFRET SCHOOL$320 17 donors
- RECTORY SCHOOL$175 3 donors
Aggregates only. Individual donors are never named.
Votes
Boyd voted with the majority of Connecticut House Democrats on 80% of party-line votes and missed 4.4% of 754 roll calls. Connecticut House on average: 95.0% party unity, 96.7% attendance. Across all roll calls, Boyd voted against the majority of Connecticut House Democrats 37 times.
754 roll calls Boyd could vote on in the CT 2025–26 session, compared with Connecticut House. Attendance is the share with a vote recorded. Party unity counts only party-line roll calls, where most Democrats and most Republicans voted on opposite sides, and is the share of those where Boyd voted with the majority of Connecticut House Democrats. The count of votes against that majority covers every roll call where the majority took a side.
37
votes against the majority of Connecticut House Democrats
Party unity 80%, Connecticut House average 95.0%, ranks 146th of 151. 754 roll calls in the CT 2025–26 session.
Attendance and party unity
The thick bar is Boyd, the thin grey bar the Connecticut House average. The scale runs from 80% to 100% to show the gap.
80%100%
Boyd
Peers
Rank
Attendance
95.6%
96.7%
116th of 151
Party unity
80%
95.0%
146th of 151
Show the data
| Row | Boyd | Peers |
|---|---|---|
| Attendance | 95.6% | 96.7% |
| Party unity | 80% | 95.0% |
What this means, and what it doesn’t
A missed roll call has many causes, from illness to campaigning, so attendance says how often, not why. A vote against the majority can be on procedure as well as substance, and many fall on roll calls where both parties split; the key votes below show the ones that decided something.
Key votes
25 roll calls the lab flagged as key in the CT 2025–26 session
| Party split (yea–nay) | Why it’s key | |||||
|---|---|---|---|---|---|---|
| May 6, 2026 | SB 391 AN ACT CONCERNING THE AVAILABILITY OF BREAST CANCER SCREENING, DIAGNOSIS AND TREATMENT SERVICES FOR WOMEN COMMITTED TO THE CUSTODY OF THE DEPARTMENT OF CORRECTION. House Roll Call Vote | Yea | With majority | pass | D 101–0 · R 49–0Democrats 101 yea, 0 nay; Republicans 49 yea, 0 nay | became law |
| May 6, 2026 | HB 5563 AN ACT CONCERNING VARIOUS CRIMINAL LAW AND CRIMINAL JUSTICE PROPOSALS, CERTIFICATES OF APPROVAL FOR AIRPORTS, HELIPORTS, VERTIPORTS, RESTRICTED LANDING AREAS AND OTHER AIR NAVIGATION FACILITIES, POLICE COLLABORATION WITH SOCIAL WORKERS, SURVEILLANCE PRICING, EDUCATION COST SHARING AND WITHHOLDING OF House Roll Call Vote | Yea | With majority | pass | D 101–0 · R 49–0Democrats 101 yea, 0 nay; Republicans 49 yea, 0 nay | became law |
| May 6, 2026 | SB 307 AN ACT CONCERNING THE DEPARTMENT OF ECONOMIC AND COMMUNITY DEVELOPMENT'S RECOMMENDATIONS FOR REVISIONS TO THE COMMERCE STATUTES AND PROHIBITING SCHOLARSHIP DISPLACEMENT FOR CERTAIN STUDENTS AT PUBLIC INSTITUTIONS OF HIGHER EDUCATION. House Roll Call Vote | Yea | With majority | pass | D 100–0 · R 49–0Democrats 100 yea, 0 nay; Republicans 49 yea, 0 nay | became law |
| May 6, 2026 | Yea | With majority | pass | D 101–0 · R 47–2Democrats 101 yea, 0 nay; Republicans 47 yea, 2 nay | became law | |
| May 6, 2026 | SB 220 AN ACT CONCERNING STUDENT LITERACY, ASPIRING EDUCATORS, AMERICAN SIGN LANGUAGE AS PART OF THE WORLD LANGUAGES CURRICULUM AND THE PARAEDUCATOR HEALTH BENEFIT PLAN SUBSIDY PROGRAM. House Roll Call Vote | Yea | With majority | pass | D 100–1 · R 49–0Democrats 100 yea, 1 nay; Republicans 49 yea, 0 nay | became law |
How key votes are chosen
Automatically: a final-passage or override vote where the measure became law, the margin was under 10%, at least 10% of either party voted against its majority, or the bill was among the 25 most mentioned in officials’ own statements. Up to 25 per window, most recent first; five are shown. Bars show yea on the left, nay on the right, per party.
Votes most often with
The colleagues who voted the same way as Boyd most often
- Chris PoulosD721 shared votes98%
- Steve MeskersD719 shared votes98%
- Bill HeffernanD699 shared votes97%
- Héctor ArzenoD691 shared votes97%
- Kerry WoodD679 shared votes97%
Votes least often with
The colleagues who voted the same way as Boyd least often
- Anne DauphinaisR721 shared votes69%
- Gale MastrofrancescoR679 shared votes69%
- Craig FishbeinR639 shared votes73%
- John PiscopoR721 shared votes73%
- Cara Pavalock-D'AmatoR704 shared votes75%
How to read the agreement lists
The share of roll calls both members voted on where they voted the same way, among colleagues sharing at least 50 such votes. High agreement with members of the other party is common on routine votes.
Full voting record
CT 2025–26 session, loads in batches
Legislation
Boyd sponsored 28 bills in the CT 2025–26 session; 8 became law. Cosponsored 0 others. 43% of sponsored bills got out of committee (Connecticut House average 35%; 45th of 150).
The bills Boyd sponsored and cosponsored in the CT 2025–26 session, from the official bill records, and how far each got: introduced, referred to or acted on in committee, passed one chamber, passed both, became law. A bill counts at every stage it has reached, so the blocks only shrink to the right.
Bills by stage
Counts for the CT 2025–26 session
Show the data
| Role | Introduced | In committee | Passed one chamber | Passed both chambers | Became law |
|---|---|---|---|---|---|
| Sponsored | 28 | 28 | 12 | 9 | 8 |
| Cosponsored | 0 | 0 | 0 | 0 | 0 |
How to read the blocks
Ink blocks are bills Boyd sponsored, ochre blocks bills Boyd cosponsored; the figure above each block is the count. Most bills in any legislature never leave committee, so a short staircase is the norm.
43%
of sponsored bills got out of committee
Connecticut House average 35%. Ranks 45th of 150.
Cosponsorship partners
Colleagues who most often cosponsor with Boyd, by number of shared bills in the CT 2025–26 session; the square shows their party.
- Tom Delnicki12
- Chris Poulos5
- Ken Gucker4
- Joe Gresko4
- Jaime Foster4
What this means, and what it doesn’t
The score is the share of sponsored bills that a committee reported out or a chamber passed, with at least 5 sponsored bills, ranked within the peer group. Members of the majority party and committee chairs move more bills, so the rank reflects position in the chamber as well as effort. Cosponsorship partners are the five colleagues who share the most of Boyd’s bills; the toggle shows more.
Bill list
Sponsored and cosponsored, with status and policy area; five are shown, the toggle shows the rest
| HJ 75 | RESOLUTION CONFIRMING THE NOMINATION OF LEAH M. POLLARD, ESQUIRE, OF POMFRET CENTER TO BE A JUDGE OF THE SUPERIOR COURT. | Sponsor | Apr 13, 2026 | Passed both chambers | Unassigned | IN CONCURRENCE May 5, 2026 |
| SB 1 | AN ACT MAKING ADJUSTMENTS TO THE STATE BUDGET FOR THE BIENNIUM ENDING JUNE 30, 2027, MAKING DEFICIENCY APPROPRIATIONS FOR THE FISCAL YEAR ENDING JUNE 30, 2026, AUTHORIZING AND ADJUSTING BONDS OF THE STATE AND CONCERNING PROVISIONS RELATING TO REVENUE, SCHOOL CONSTRUCTION AND OTHER ITEMS TO IMPLEMENT | Sponsor | Apr 1, 2026 | Became law | Economics and Public Finance(model) | SIGNED BY GOVERNOR May 26, 2026 |
| HB 5522 | AN ACT CONCERNING THE SEWAGE RIGHT-TO-KNOW ACT AND REQUIRING A REPORT CONCERNING WELL CONTAMINATION PROTOCOLS. | Sponsor | Mar 19, 2026 | Passed one chamber | Environmental Protection(model) | SENATE CALENDAR NUMBER 464 Apr 28, 2026 |
| SB 7 | AN ACT CONCERNING EDUCATIONAL EQUITY. | Sponsor | Mar 19, 2026 | In committee | Education(model) | FAV. RPT., TAB. FOR CAL., SEN. Apr 20, 2026 |
| HB 5046 | AN ACT SUPPORTING FIRST RESPONDER RECRUITMENT AND RETENTION. | Sponsor | Mar 17, 2026 | In committee | Emergency Management(model) | FILE NO. 313 Apr 1, 2026 |
Online
A site that changed 2 times in 90 days. Boyd’s official site had 1 page when last crawled on Oct 1, 2026.
The lab crawls Boyd’s official and campaign websites (weekly for Congress, monthly for the states) and keeps every page’s text, so changes can be read later; it also records social accounts and describes the images Boyd posts with a vision model.
Websites
- 1
pages crawled
2changes in 90 days
How to read the counts
“Pages crawled” is the size of the site at the last crawl; “changes in 90 days” counts pages whose text differed from the previous crawl. Sites change for many routine reasons, such as new press releases, so a high count is not by itself notable.
Social accounts
Images Boyd posted
No images from Boyd’s posts have been described.
About the descriptions
Written by a vision model and may be wrong. Open the post to see the original. Five are shown; the toggle shows the rest.
State floor speeches
332 turns, Apr 26, 2021 to May 6, 2026
Floor speeches
Transcribed from chamber video or captions by the lab. They are not classified for kinds of statement.
Methods and sources
How this page was made. Profile built Oct 28, 2026; site last built Oct 28, 2026. Every number on the page is computed from the sources listed here, by the same rules for every official; nothing is written by hand.
The headline
The headline is the measure on which Boyd is most unusual among Connecticut House, chosen by one rule for every official of every party. The candidates are the rate of each kind of statement and of extreme labels, party unity, attendance, the small-donor share, the in-state share and total receipts of the latest cycle, the share of sponsored bills that got out of committee, talk-to-bills agreement, and the CSIP score’s place within the party group.
The builder ranks every measure within the same peer group the page compares it with, and writes each official’s percentile: the share of the group below the value, ties counting half, so 0.5 is the median and a value shared by many never ranks first. A measure’s score is how far that percentile sits from the median (0 in the middle, 0.5 at either end), and the highest score leads if it is above 0.25, outside the middle half of the group. Scores within 0.03 of each other are a tie, broken in this order: votes against the party majority, kinds of statement, ideology, roll calls missed, small donations, in-state money, legislation, agreement, extreme labels, receipts.
A measure counts only with at least 200 statements, 100 roll calls or 5 sponsored bills behind it and a peer group of at least 10. Two things never lead: high party unity or attendance, where most members sit, and a high rate of a kind of statement backed by fewer than 10 statements. When nothing qualifies, the headline is a neutral fact instead: statements classified, or years in office. The wording always names the direction (“in the bottom 5% of …”, “votes against the majority of …”).
Identifiers
- Profile id
- 50e78f89-a9e7-43f5-9566-a9f2cb23a5c9
- Open States
- ocd-person/50e78f89-a9e7-43f5-9566-a9f2cb23a5c9
Bulk files with the same data for every official:
Freshness of this profile’s data
- What politicians sayOct 27, 20261 days agoMembers of Congress: tweets since 2017; press releases, newsletters and floor speeches since 2022. State legislators: tweets since May 2024. Governors: tweets since January 2025. Labels from an LLM classifier.
- Roll calls (state)Oct 21, 20267 days agoOpen States floor roll calls, 2019 on (none for AK and MO).
- Bills (state)Oct 28, 2026todayOpen States bills and sponsors, 2019 on; stages from roll calls.
- Campaign money (state)no dateState campaign-finance agencies, 2019 on; aggregates only.
- Ideology (CSIP)Oct 25, 20263 days agoCommon-Space Ideal Points (CSIP), current validated run.
- WebsitesOct 25, 20263 days agoWeekly crawls of federal sites since April 2026; monthly state crawls since June 2026.
- State floor speechesOct 21, 20267 days agoState floor speech turns (published transcripts and captions), 2020 on; not LLM-classified.
How the measures work
- What politicians say
- Every post, press release, newsletter and congressional floor speech is read by a language model and marked for personal attacks, policy criticism, policy discussion, bipartisanship and credit claiming. A statement can be in several. Rates are shares of statements in the window. The methods paper.
- Extreme labels
- A statement has an extreme label when it calls a politician, party or policy “far left”, “far right”, “MAGA”, “extreme”, “radical”, “woke”, “fascist” or “communist”. The target is who the label is aimed at.
- Policy areas and agreement
- Statements and bills share 25 Congressional Research Service policy areas (state bills are assigned by a language model). Agreement is 1 − Jensen–Shannon distance between the two distributions, shown with at least 20 policy statements and 5 bills.
- Ideology (CSIP)
- Common-Space Ideal Points place federal and state officials on one left–right scale, estimated jointly from roll calls, campaign contributions and the text of statements, with standard errors. Only a validated run is shown. The methods paper.
- Campaign money
- Campaigns report by name only donors who give more than $200 in a cycle; smaller gifts are reported as one total. Federal totals and the small-donor share come from the FEC’s financial summaries of each campaign committee. Donor counts, donor states, employers and occupations cover itemized donors only. State filings report no small-gift totals, so state figures are itemized only. The lab never publishes donor names.
- Votes and key votes
- Attendance, party unity and the count of votes against the majority of an official’s own party come from roll calls (Voteview for Congress, chamber records for the states). Key votes are final-passage or override votes that became law, were decided by under 10%, saw at least 10% of a party vote against its majority, or concerned one of the 25 bills most mentioned in officials’ statements.
- Peers and ranks
- Comparisons are with the same party, chamber and level (for example House Democrats); state legislators are compared within their state and chamber for votes. Every comparison names its group. Rank 1 is the highest value in the group; tied values share the average of their ranks, and the percentile is the share of the group below the value, ties counting half.
America’s Political Pulse · Polarization Research Lab