Bipartisanship
The text of this post is on X; follow the source link to read it.
Jun 17, 2026 · Posts on X (state legislators) · bipartisanship · Source
13%
of roll calls missed, attendance in the bottom 5% of the West Virginia House
Attendance 87%; the average within the West Virginia House is 95.6%. Ranks 93rd of 96, where 1st has the highest attendance. 1,396 roll calls in the WV 2025–26 session.
Attendance is the share of the roll calls Fluharty could vote on where a yea, nay or present was recorded, ranked within the West Virginia House. A missed vote has many causes, from illness to campaigning; the number says how often, not why.
At a glance
6 measures against State House Democrats. 7.8% of Fluharty’s statements contain a personal attack, 3.1 times the State House Democrat average of 2.5%. 13% of Fluharty’s statements discuss policy, in the bottom quarter of State House Democrats (average 39%).
The measures on which Fluharty sits furthest from the middle of State House Democrats, each against the same group, with the CSIP score when there is one. Every number is explained in its own section below.
Attendance
87%
West Virginia House average 95.6% · ranks 93rd of 96 · 1,396 roll calls
Personal attacks
7.8%
State House Democrats average 2.5% · ranks 73rd of 764
Policy discussion
13%
State House Democrats average 39% · ranks 687th of 764
Credit claiming
1.7%
State House Democrats average 14% · ranks 659th of 764
From West Virginia, 2026
61%
Of itemized individual dollars · ranks 1749th of 1,983 State House Democrats
CSIP ideology
−0.59
Left of 0, the centre of the scale · ± 0.05
Peer group: State House Democrats. Rank 1 is the highest value in the group; the thick bar is Fluharty, the thin grey bar the peer average. The headline is the measure on which Fluharty is most unusual among peers (Methods, §08).
What Fluharty says
Fluharty claims credit less than 86% of State House Democrats. Credit claiming in 1.7% of 662 statements, against 14% for the average State House Democrat; 659th of 764.
An AI model reads each of Fluharty’s 662 statements in the WV 2025–26 session (662 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 WV 2025–26 session
0%80%
Fluharty
Peers
Rank
Policy discussion87 statements
13%
39%
687th of 764
Policy criticism70 statements
11%
10%
297th of 764
Personal attacks52 statements
8%
3%
73rd of 764
Credit claiming11 statements
2%
14%
659th of 764
Bipartisanship2 statements
0%
3%
582nd of 764
Show the data
| Row | Fluharty | Peers |
|---|---|---|
| Policy discussion | 13% | 39% |
| Policy criticism | 11% | 10% |
| Personal attacks | 8% | 3% |
| Credit claiming | 2% | 14% |
| Bipartisanship | 0% | 3% |
662
statements classified
662 posts on X.
Show the data
| Part | Value |
|---|---|
| posts on X | 662 |
How to read the bars
The thick bar is Fluharty; the thin grey bar is the average State House Democrats. A longer thick bar means Fluharty does this more than peers. Rank 1 is the highest rate in the group.
Extreme labels
Fluharty used extreme labels in 0.1% of statements, 16% of the peer average. 1 statement; peers 1.0%.
- “MAGA”1
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 WV 2025–26 session
Show the data
| Column | Statements | Personal attacks | Policy criticism | Policy discussion | Bipartisanship | Credit claiming | Extreme labels |
|---|---|---|---|---|---|---|---|
| Jan ’25 | 76 | 10.5% | 14.5% | 15.8% | 0.0% | 2.6% | 0.0% |
| Feb ’25 | 50 | 4.0% | 30.0% | 28.0% | 0.0% | 4.0% | 2.0% |
| Mar ’25 | 41 | 14.6% | 21.9% | 17.1% | 0.0% | 7.3% | 0.0% |
| Apr ’25 | 26 | 11.5% | 7.7% | 11.5% | 0.0% | 3.9% | 0.0% |
| May ’25 | 31 | 12.9% | 0.0% | 0.0% | 0.0% | 0.0% | 0.0% |
| Jun ’25 | 24 | 8.3% | 12.5% | 8.3% | 0.0% | 0.0% | 0.0% |
| Jul ’25 | 35 | 11.4% | 5.7% | 8.6% | 0.0% | 0.0% | 0.0% |
| Aug ’25 | 22 | 9.1% | 0.0% | 0.0% | 0.0% | 0.0% | 0.0% |
| Sep ’25 | 21 | 19.1% | 4.8% | 9.5% | 0.0% | 0.0% | 0.0% |
| Oct ’25 | 24 | 0.0% | 12.5% | 12.5% | 0.0% | 0.0% | 0.0% |
| Nov ’25 | 18 | 0.0% | 22.2% | 16.7% | 0.0% | 5.6% | 0.0% |
| Dec ’25 | 32 | 6.3% | 9.4% | 12.5% | 0.0% | 0.0% | 0.0% |
| Jan ’26 | 17 | 11.8% | 0.0% | 11.8% | 0.0% | 0.0% | 0.0% |
| Feb ’26 | 24 | 8.3% | 33.3% | 33.3% | 0.0% | 4.2% | 0.0% |
| Mar ’26 | 42 | 2.4% | 7.1% | 9.5% | 2.4% | 0.0% | 0.0% |
| Apr ’26 | 34 | 8.8% | 5.9% | 11.8% | 0.0% | 0.0% | 0.0% |
| May ’26 | 37 | 5.4% | 8.1% | 13.5% | 0.0% | 2.7% | 0.0% |
| Jun ’26 | 48 | 6.3% | 2.1% | 2.1% | 2.1% | 0.0% | 0.0% |
| Jul ’26 | 19 | 0.0% | 0.0% | 10.5% | 0.0% | 0.0% | 0.0% |
| Aug ’26 | 20 | 10.0% | 0.0% | 30.0% | 0.0% | 0.0% | 0.0% |
| Sep ’26 | 12 | 0.0% | 0.0% | 16.7% | 0.0% | 0.0% | 0.0% |
| Oct ’26 | 9 | — (fewer than 10 statements) | — (fewer than 10 statements) | — (fewer than 10 statements) | — (fewer than 10 statements) | — (fewer than 10 statements) | — (fewer than 10 statements) |
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 WV 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%. One month is hatched here.
In Fluharty’s words
Real statements from the classifier’s example set, with the labels it assigned
Credit claiming
The text of this post is on X; follow the source link to read it.
May 14, 2026 · Posts on X (state legislators) · credit claiming · Source
Extreme label
The text of this post is on X; follow the source link to read it.
Feb 3, 2025 · Posts on X (state legislators) · extreme label “MAGA” · 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.
Posts on X (state legislators)
The text of this post is on X; follow the source link to read it.
personal attacks · policy discussion · Water Resources Development · Environmental Protection · Science, Technology, CommunicationsSource
Posts on X (state legislators)
The text of this post is on X; follow the source link to read it.
personal attacks · policy discussion · Environmental Protection · Water Resources DevelopmentSource
Posts on X (state legislators)
The text of this post is on X; follow the source link to read it.
personal attacks · target: fake profile crowdSource
Posts on X (state legislators)
The text of this post is on X; follow the source link to read it.
personal attacks · target: Brian HeltonSource
Posts on X (state legislators)
The text of this post is on X; follow the source link to read it.
personal attacks · target: Brian HeltonSource
All 662 statements
Newest first, the WV 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: 662 posts on X.
Policy
Government Operations and Politics is what Fluharty talks about most: 28% of policy statements, 1.8 times the peer share. Talk and legislation agree at 0.49 on a 0–1 scale (State House Democrats average 0.54; 351st of 503).
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 Fluharty talks about. The bills Fluharty sponsors and cosponsors carry the same areas, so the two can be compared.
What Fluharty talks about
Share of policy statements by area, the WV 2025–26 session
0%35%
Fluharty
Peers
Government Operations and Politics24 statements
28%
15%
Economics and Public Finance14 statements
16%
11%
Health10 statements
11%
15%
Commerce8 statements
9%
3%
Foreign Trade and International Finance8 statements
9%
1%
Show the data
| Row | Fluharty | Peers |
|---|---|---|
| Government Operations and Politics | 28% | 15% |
| Economics and Public Finance | 16% | 11% |
| Health | 11% | 15% |
| Commerce | 9% | 3% |
| Foreign Trade and International Finance | 9% | 1% |
How to read the bars
The thick bar is the share of Fluharty’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 35%. 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 |
|---|---|---|---|---|
| Government Operations and Politics | 28% | 15% | 22% | 8% |
| Economics and Public Finance | 16% | 11% | 1% | 2% |
| Health | 11% | 15% | 11% | 15% |
| Commerce | 9% | 3% | 1% | 4% |
| Foreign Trade and International Finance | 9% | 1% | 0% | 0% |
0.49
talk-to-bills agreement, 0 to 1
State House Democrats average 0.54. Ranks 351st of 503.
What agreement means, and what it doesn’t
Agreement is 1 minus the distance between the two distributions (Jensen–Shannon): 1 means Fluharty legislates on exactly the areas Fluharty 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 Fluharty sponsored count fully, cosponsored bills a quarter. Shown with at least 20 policy statements and 5 bills.
Ideology
Fluharty sits at −0.59 on the CSIP scale, left of 0, more conservative than 55% of State House Democrats. Approximate range −0.64 to −0.54, which understates the uncertainty; from 277 donors and 767 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”.
−0.59
CSIP ideal point
Approximate range −0.64 to −0.54. From 277 donors and 767 roll calls. Run 2026-10-25T215945. Blue is left of 0, red right of 0.
The outlined dot is Fluharty, 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 Fluharty’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 Fluharty sits
Every official in each group, on the CSIP scale
State House Democrats2,392 · median −0.6
West Virginia House97 · median +0.3
All State House5,324 · median +0.1
Show the data
| Group | Officials | Median | Share left of Fluharty |
|---|---|---|---|
| State House Democrats | 2392 | −0.6 | 55% |
| West Virginia House | 97 | +0.3 | 8% |
| All State House | 5324 | +0.1 | 25% |
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 Fluharty 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 Fluharty.
Money
Fluharty reported $116.6K in the 2026 cycle, 2.9 times the State House Democrats’ median of $40.4K. State filings report no small-donation total. 61% of itemized individual money came from West Virginia.
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.
$116.6K
itemized in the 2026 cycle
From 241 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)55 squares$63.7K
- PACs and other committees45 squares$52.7K
- Party committees$240
Show the data
| Source | Amount | Share |
|---|---|---|
| Individuals (itemized) | $63.7K | 54.6% |
| PACs and other committees | $52.7K | 45.2% |
| Party committees | $240 | 0.2% |
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 | $22.1K |
| 2022 cycle | $42.1K |
| 2024 cycle | $46.0K |
| 2026 cycle | $116.6K |
Top donor states, 2026
Itemized contributions by donor state. 61% came from West Virginia.
- West Virginia$38.9K
- New Jersey$3,300
- Illinois$2,800
- Louisiana$1,250
- District of Columbia$1,000
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 |
|---|---|
| West Virginia | $38.9K |
| New Jersey | $3,300 |
| Illinois | $2,800 |
| Louisiana | $1,250 |
| District of Columbia | $1,000 |
| Florida | $1,000 |
| Massachusetts | $625 |
| California | $500 |
| Oregon | $300 |
| 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 |
| Wisconsin | No data |
| Michigan | No data |
| New York | No data |
| Rhode Island | No data |
| Nevada | No data |
| Wyoming | No data |
| South Dakota | No data |
| Iowa | No data |
| Indiana | No data |
| Ohio | No data |
| Pennsylvania | No data |
| Connecticut | No data |
| Utah | No data |
| Colorado | No data |
| Nebraska | No data |
| Missouri | No data |
| Kentucky | 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 |
| Oklahoma | No data |
| Mississippi | No data |
| Alabama | No data |
| Georgia | No data |
| Hawaii | No data |
| Texas | No data |
241
itemized donors
People who gave more than $200
61%
from West Virginia
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 West Virginia. Gifts of $200 or less carry no address and are left out.
Top donor occupations
Itemized, 2026 cycle.
- BUSINESS OWNER$16.0K 7 donors
- ATTORNEY/LEGAL$14.9K 9 donors
- GAMING INDUSTRY$8,350 5 donors
- RETIRED$7,200 4 donors
Top committees
PAC and committee contributions, 2026 cycle.
- GREATER WV CARPENTERS PEC$5,600
- OPERATORS POLITICAL EDUCATION & EDUCATION COMMITTEE (O.P.E.C)$5,600
- WEST VIRGINIA BUILDING & CONSTRUCTION TRADES PAC$5,600
- WV APPALACHIAN LABORERS DISTRICT COUNCIL PAC$5,600
- WVTA-PAC (WEST VIRGINIA TROOPERS ASSOCIATION)$4,500
Top employers
Itemized, 2026 cycle.
No employers reported.
Aggregates only. Individual donors are never named.
Votes
Fluharty voted with the majority of West Virginia House Democrats on 90.3% of party-line votes and missed 13% of 1,396 roll calls. West Virginia House on average: 86% party unity, 95.6% attendance. Across all roll calls, Fluharty voted against the majority of West Virginia House Democrats 26 times.
1,396 roll calls Fluharty could vote on in the WV 2025–26 session, compared with West Virginia 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 Fluharty voted with the majority of West Virginia House Democrats. The count of votes against that majority covers every roll call where the majority took a side.
26
votes against the majority of West Virginia House Democrats
Party unity 90.3%, West Virginia House average 86%, ranks 33rd of 96. 1,396 roll calls in the WV 2025–26 session.
Attendance and party unity
The thick bar is Fluharty, the thin grey bar the West Virginia House average. The scale runs from 80% to 100% to show the gap.
80%100%
Fluharty
Peers
Rank
Attendance
87%
95.6%
93rd of 96
Party unity
90.3%
86%
33rd of 96
Show the data
| Row | Fluharty | Peers |
|---|---|---|
| Attendance | 87% | 95.6% |
| Party unity | 90.3% | 86% |
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 WV 2025–26 session
| Party split (yea–nay) | Why it’s key | |||||
|---|---|---|---|---|---|---|
| Mar 14, 2026 | Yea | With majority | pass | D 9–0 · R 85–0Democrats 9 yea, 0 nay; Republicans 85 yea, 0 nay | became law | |
| Mar 14, 2026 | Yea | With majority | pass | D 9–0 · R 88–0Democrats 9 yea, 0 nay; Republicans 88 yea, 0 nay | became law | |
| Mar 14, 2026 | Nay | With majority | pass | D 0–9 · R 86–2Democrats 0 yea, 9 nay; Republicans 86 yea, 2 nay | became law | |
| Mar 14, 2026 | Nay | With majority | pass | D 3–6 · R 71–17Democrats 3 yea, 6 nay; Republicans 71 yea, 17 nay | became law · party crossover | |
| Mar 14, 2026 | HB 5381 Relating to developing a comprehensive energy development policy and plan for the Office of Energy PREVIOUS QUESTION | Yea | With majority | pass | D 9–0 · R 47–34Democrats 9 yea, 0 nay; Republicans 47 yea, 34 nay | became law · party crossover |
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 Fluharty most often
- Sean HornbuckleD1,101 shared votes97%
- Rick GarciaD1,199 shared votes97%
- Anitra HamiltonD1,203 shared votes97%
- Hollis LewisD1,192 shared votes96%
- John WilliamsD1,165 shared votes96%
Votes least often with
The colleagues who voted the same way as Fluharty least often
- Chris AndersR1,173 shared votes69%
- Corby DillonR1,184 shared votes71%
- Brandon SteeleR447 shared votes75%
- Laura KimbleR1,208 shared votes76%
- Elías Coop-GonzálezR1,190 shared votes77%
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
WV 2025–26 session, loads in batches
Legislation
Fluharty sponsored 19 bills in the WV 2025–26 session; none became law. Cosponsored 34 others. 5.3% of sponsored bills got out of committee (West Virginia House average 22%; 73rd of 84).
The bills Fluharty sponsored and cosponsored in the WV 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 WV 2025–26 session
Show the data
| Role | Introduced | In committee | Passed one chamber | Passed both chambers | Became law |
|---|---|---|---|---|---|
| Sponsored | 19 | 19 | 1 | 0 | 0 |
| Cosponsored | 34 | 33 | 7 | 2 | 1 |
How to read the blocks
Ink blocks are bills Fluharty sponsored, ochre blocks bills Fluharty cosponsored; the figure above each block is the count. Most bills in any legislature never leave committee, so a short staircase is the norm.
5.3%
of sponsored bills got out of committee
West Virginia House average 22%. Ranks 73rd of 84.
Cosponsorship partners
Colleagues who most often cosponsor with Fluharty, by number of shared bills in the WV 2025–26 session; the square shows their party.
- Sean Hornbuckle39
- Hollis Lewis32
- Anitra Hamilton31
- John Williams26
- Rick Garcia25
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 Fluharty’s bills; the toggle shows more.
Bill list
Sponsored and cosponsored, with status and policy area; five are shown, the toggle shows the rest
| HR 20 | Memoralizing the life of the Honorable Larry D. Kump; dedicated public servant, principled legislator, and devoted family man. | Cosponsor | Mar 2, 2026 | Passed one chamber | Unassigned | Completed legislative action Mar 2, 2026 |
| HR 19 | Urging Department of Administration to maintain trees on grounds to prevent damage to persons or property | Cosponsor | Feb 26, 2026 | In committee | Government Operations and Politics(model) | To House Rules Feb 26, 2026 |
| HJR 41 | Amending section 22 of article VI thereof, relating to amending the annual 60-day regular session provisions to provide every other year for a 30-day session for the sole purpose of passing a state budget, and every other year a 60-day general law session in which any legislation may be considered | Sponsor | Feb 17, 2026 | In committee | Government Operations and Politics(model) | To House Judiciary Feb 17, 2026 |
| HJR 40 | Relating to the legislative powers held by the people of the state and the Legislature. | Sponsor | Feb 17, 2026 | In committee | Law(model) | To House Judiciary Feb 17, 2026 |
| HB 5669 | Prohibiting the home schooling of children in certain circumstances | Sponsor | Feb 17, 2026 | In committee | Education(model) | On 2nd reading, House Calendar Mar 5, 2026 |
Online
A site that changed 2 times in 90 days. Fluharty’s official site had 1 page when last crawled on Oct 1, 2026.
The lab crawls Fluharty’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 Fluharty posts with a vision model.
Websites
Official site
www.wvlegislature.gov/House/lawmaker.cfm?member=Delegate%20FluhartyLast crawled Oct 1, 2026
1pages crawled
2changes in 90 days
- 2
pages crawled
3changes 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 Fluharty posted
No images from Fluharty’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
No transcribed state floor speeches are matched to this legislator yet.
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 Fluharty is most unusual among State House Democrats, 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
- bd0e9ba2-fe37-4251-96f2-44715a186750
- Open States
- ocd-person/bd0e9ba2-fe37-4251-96f2-44715a186750
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