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Democrat · Massachusetts Senate, district Second Suffolk

Serving since Jan 4, 2023MA 2025–26 session

Portrait of Liz Miranda, rendered as a two-tone print
Official portrait
$171.3K
in itemized contributions in the 2026 cycle, in the top quarter of State Senate Democrats

The median for State Senate Democrats is $55.5K. Ranks 172nd of 746, where 1st raised the most. 646 itemized donors.

Itemized contributions reported to the state in the 2026 cycle, ranked among State Senate Democrats. State filings leave small gifts out, and totals depend on whether the seat is up this cycle.

At a glance

4 measures against State Senate Democrats. 3.0% of the 99 bills Miranda sponsored got out of committee, in the top quarter of the Massachusetts Senate. Miranda sits at −0.76 on the CSIP scale, more liberal than 67% of State Senate Democrats.

The measures on which Miranda sits furthest from the middle of State Senate Democrats, each against the same group, with the CSIP score when there is one. Every number is explained in its own section below.

Itemized, 2026

$171.3K

State Senate Democrats’ median $55.5K · ranks 172nd of 746

Out of committee

3.0%

Massachusetts Senate average 2.0% · ranks 10th of 40

CSIP ideology

−0.76

More liberal than 67% of State Senate Democrats · ± 0.05

From Massachusetts, 2026

96%

Of itemized individual dollars · ranks 268th of 714 State Senate Democrats

Statements

1

1 posts on X

Bills sponsored

99

and 134 cosponsored

Peer group: State Senate Democrats. Rank 1 is the highest value in the group; the thick bar is Miranda, the thin grey bar the peer average. The headline is the measure on which Miranda is most unusual among peers (Methods, §08).

Back to topNext: What politicians say

What Miranda says

Miranda claims credit less than 97% of State Senate Democrats. Credit claiming in 0% of 1 statements, against 16% for the average State Senate Democrat; 322nd of 330.

An AI model reads each of Miranda’s 1 statements in the MA 2025–26 session (1 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 Senate Democrats and ranked among them.

Kinds of statement

Share of statements carrying each label, the MA 2025–26 session

0%80%
Miranda
Peers
Rank
Policy discussion1 statements
100%
43%
1st of 330
Bipartisanship1 statements
100%
3%
1st of 330
Personal attacks0 statements
0%
2%
249th of 330
Policy criticism0 statements
0%
10%
304th of 330
Credit claiming0 statements
0%
16%
322nd of 330
Show the data
Miranda's share of statements in each category against the State Senate Democrats average.
RowMirandaPeers
Policy discussion100%43%
Bipartisanship100%3%
Personal attacks0%2%
Policy criticism0%10%
Credit claiming0%16%
1

statements classified

1 posts on X.

posts on X: 1 (100.0%)posts on X 1
Show the data
Miranda's statements by source
PartValue
posts on X1
How to read the bars

The thick bar is Miranda; the thin grey bar is the average State Senate Democrats. A longer thick bar means Miranda does this more than peers. Rank 1 is the highest rate in the group.

Extreme labels

Miranda used no extreme labels in 1 statements. The peer average is 0.8%.

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 MA 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 MA 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; 21 of them have no statements.

In Miranda’s words

Real statements from the classifier’s example set, with the labels it assigned

Bipartisanship

The text of this post is on X; follow the source link to read it.

Feb 14, 2025 · Posts on X (state legislators) · policy discussion; bipartisanship; Housing and Community Development · Source

Examples by category

Up to five recent statements in each category

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 1 statements

Newest first, the MA 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: 1 posts on X.

Back to topNext: Policy

Policy

Housing and Community Development is what Miranda talks about most: 100% of policy statements, 14.9 times the peer share. Peers give it 6.7%. 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 Miranda talks about. The bills Miranda sponsors and cosponsors carry the same areas, so the two can be compared.

What Miranda talks about

Share of policy statements by area, the MA 2025–26 session

0%100%
Miranda
Peers
Housing and Community Development1 statements
100%
7%
Agriculture and Food0 statements
0%
5%
Armed Forces and National Security0 statements
0%
3%
Civil Rights and Liberties, Minority Issues0 statements
0%
8%
Commerce0 statements
0%
4%
Show the data
Policy areas Miranda talks about, as a share of policy statements, against the State Senate Democrats average.
RowMirandaPeers
Housing and Community Development100%7%
Agriculture and Food0%5%
Armed Forces and National Security0%3%
Civil Rights and Liberties, Minority Issues0%8%
Commerce0%4%
How to read the bars

The thick bar is the share of Miranda’s policy statements in an area; the thin grey bar is the average share for State Senate 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 100%. Grey ticks are the State Senate Democrats averages.

Talks aboutLegislates onHousing and CommunityDevelopmentHousing and Community Development, talks about: 100% (State Senate Democrats 7%)100%Housing and Community Development, legislates on: 7% (State Senate Democrats 5%)7%Civil Rights and Liberties,Minority IssuesCivil Rights and Liberties, Minority Issues, talks about: 0% (State Senate Democrats 8%)0%Civil Rights and Liberties, Minority Issues, legislates on: 11% (State Senate Democrats 5%)11%CommerceCommerce, talks about: 0% (State Senate Democrats 4%)0%Commerce, legislates on: 4% (State Senate Democrats 4%)4%Crime and Law EnforcementCrime and Law Enforcement, talks about: 0% (State Senate Democrats 8%)0%Crime and Law Enforcement, legislates on: 22% (State Senate Democrats 9%)22%Economics and Public FinanceEconomics and Public Finance, talks about: 0% (State Senate Democrats 10%)0%Economics and Public Finance, legislates on: 3% (State Senate Democrats 3%)3%
Show the data
Miranda's share of statements against share of bills in each policy area.
AreaTalks aboutState Senate Democrats, talks aboutLegislates onState Senate Democrats, legislates on
Housing and Community Development100%7%7%5%
Civil Rights and Liberties, Minority Issues0%8%11%5%
Commerce0%4%4%4%
Crime and Law Enforcement0%8%22%9%
Economics and Public Finance0%10%3%3%

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 Miranda legislates on exactly the areas Miranda 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 Miranda sponsored count fully, cosponsored bills a quarter. Shown with at least 20 policy statements and 5 bills.

Back to topNext: Ideology

Ideology

Miranda sits at −0.76 on the CSIP scale, left of 0, more liberal than 67% of State Senate Democrats. Approximate range −0.81 to −0.71, which understates the uncertainty; from 2,129 donors and no 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”.

−0.76

CSIP ideal point

Approximate range −0.81 to −0.71. From 2,129 donors and no roll calls. Run 2026-10-25T215945. Blue is left of 0, red right of 0.

← More liberalMore conservative →0Miranda −0.8State Senate Democrats −0.7Massachusetts Senate −0.7All State Senate +0.1

The outlined dot is Miranda, 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 Miranda’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 Miranda sits

Every official in each group, on the CSIP scale

−2.0−1.00.0+1.0+2.0← More liberalMore conservative →State Senate Democratsmedian −0.7Miranda −0.8Massachusetts Senatemedian −0.7All State Senatemedian +0.1
Show the data
Miranda's CSIP score of −0.76 placed against State Senate Democrats, Massachusetts Senate, All State Senate.
GroupOfficialsMedianShare left of Miranda
State Senate Democrats825−0.732%
Massachusetts Senate39−0.731%
All State Senate1909+0.114%
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 Miranda 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 Miranda.

Back to topNext: Money

Money

Miranda reported $171.3K in the 2026 cycle, 3.1 times the State Senate Democrats’ median of $55.5K. State filings report no small-donation total. 96% of itemized individual money came from Massachusetts.

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.

Election cycle
$171.3K

itemized in the 2026 cycle

From 646 itemized donors. State Senate Democrats’ median $55.5K.

Where the money came from

Each square is one percent of itemized contributions in the 2026 cycle.

Individuals (itemized): $166.6K (97.3%)Individuals (itemized): $166.6K (97.3%)Individuals (itemized): $166.6K (97.3%)Individuals (itemized): $166.6K (97.3%)Individuals (itemized): $166.6K (97.3%)Individuals (itemized): $166.6K (97.3%)Individuals (itemized): $166.6K (97.3%)Individuals (itemized): $166.6K (97.3%)Individuals (itemized): $166.6K (97.3%)Individuals (itemized): $166.6K (97.3%)Individuals (itemized): $166.6K (97.3%)Individuals (itemized): $166.6K (97.3%)Individuals (itemized): $166.6K (97.3%)Individuals (itemized): $166.6K (97.3%)Individuals (itemized): $166.6K (97.3%)Individuals (itemized): $166.6K (97.3%)Individuals (itemized): $166.6K (97.3%)Individuals (itemized): $166.6K (97.3%)Individuals (itemized): $166.6K (97.3%)Individuals (itemized): $166.6K (97.3%)Individuals (itemized): $166.6K (97.3%)Individuals (itemized): $166.6K (97.3%)Individuals (itemized): $166.6K (97.3%)Individuals (itemized): $166.6K (97.3%)Individuals (itemized): $166.6K (97.3%)Individuals (itemized): $166.6K (97.3%)Individuals (itemized): $166.6K (97.3%)Individuals (itemized): $166.6K (97.3%)Individuals (itemized): $166.6K (97.3%)Individuals (itemized): $166.6K (97.3%)Individuals (itemized): $166.6K (97.3%)Individuals (itemized): $166.6K (97.3%)Individuals (itemized): $166.6K (97.3%)Individuals (itemized): $166.6K (97.3%)Individuals (itemized): $166.6K (97.3%)Individuals (itemized): $166.6K (97.3%)Individuals (itemized): $166.6K (97.3%)Individuals (itemized): $166.6K (97.3%)Individuals (itemized): $166.6K (97.3%)Individuals (itemized): $166.6K (97.3%)Individuals (itemized): $166.6K (97.3%)Individuals (itemized): $166.6K (97.3%)Individuals (itemized): $166.6K (97.3%)Individuals (itemized): $166.6K (97.3%)Individuals (itemized): $166.6K (97.3%)Individuals (itemized): $166.6K (97.3%)Individuals (itemized): $166.6K (97.3%)Individuals (itemized): $166.6K (97.3%)Individuals (itemized): $166.6K (97.3%)Individuals (itemized): $166.6K (97.3%)Individuals (itemized): $166.6K (97.3%)Individuals (itemized): $166.6K (97.3%)Individuals (itemized): $166.6K (97.3%)Individuals (itemized): $166.6K (97.3%)Individuals (itemized): $166.6K (97.3%)Individuals (itemized): $166.6K (97.3%)Individuals (itemized): $166.6K (97.3%)Individuals (itemized): $166.6K (97.3%)Individuals (itemized): $166.6K (97.3%)Individuals (itemized): $166.6K (97.3%)Individuals (itemized): $166.6K (97.3%)Individuals (itemized): $166.6K (97.3%)Individuals (itemized): $166.6K (97.3%)Individuals (itemized): $166.6K (97.3%)Individuals (itemized): $166.6K (97.3%)Individuals (itemized): $166.6K (97.3%)Individuals (itemized): $166.6K (97.3%)Individuals (itemized): $166.6K (97.3%)Individuals (itemized): $166.6K (97.3%)Individuals (itemized): $166.6K (97.3%)Individuals (itemized): $166.6K (97.3%)Individuals (itemized): $166.6K (97.3%)Individuals (itemized): $166.6K (97.3%)Individuals (itemized): $166.6K (97.3%)Individuals (itemized): $166.6K (97.3%)Individuals (itemized): $166.6K (97.3%)Individuals (itemized): $166.6K (97.3%)Individuals (itemized): $166.6K (97.3%)Individuals (itemized): $166.6K (97.3%)Individuals (itemized): $166.6K (97.3%)Individuals (itemized): $166.6K (97.3%)Individuals (itemized): $166.6K (97.3%)Individuals (itemized): $166.6K (97.3%)Individuals (itemized): $166.6K (97.3%)Individuals (itemized): $166.6K (97.3%)Individuals (itemized): $166.6K (97.3%)Individuals (itemized): $166.6K (97.3%)Individuals (itemized): $166.6K (97.3%)Individuals (itemized): $166.6K (97.3%)Individuals (itemized): $166.6K (97.3%)Individuals (itemized): $166.6K (97.3%)Individuals (itemized): $166.6K (97.3%)Individuals (itemized): $166.6K (97.3%)Individuals (itemized): $166.6K (97.3%)Individuals (itemized): $166.6K (97.3%)Individuals (itemized): $166.6K (97.3%)Individuals (itemized): $166.6K (97.3%)PACs and other committees: $4,650 (2.7%)PACs and other committees: $4,650 (2.7%)PACs and other committees: $4,650 (2.7%)
  • Individuals (itemized)97 squares$166.6K
  • PACs and other committees3 squares$4,650
Show the data
Sources of Miranda's money, 2026 cycle, one square per percent
SourceAmountShare
Individuals (itemized)$166.6K97.3%
PACs and other committees$4,6502.7%
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 Senate Democrats’ median for 2026.

2020 cycle: $55.1K$55.1K20202022 cycle: $322.9K$322.9K20222024 cycle: $166.6K$166.6K20242026 cycle: $171.3K$171.3K2026State Senate Democrats median $55.5K
Show the data
Miranda's receipts by cycle against the 2026 State Senate Democrats median.
ItemValue
2020 cycle$55.1K
2022 cycle$322.9K
2024 cycle$166.6K
2026 cycle$171.3K

Top donor states, 2026

Itemized contributions by donor state. 96% came from Massachusetts.

  1. Massachusetts$159.8K
  2. Georgia$2,600
  3. Pennsylvania$1,145
  4. Virginia$1,050
  5. Maryland$902

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

Alaska: no dataAKMaine: no dataMEVermont: no dataVTNew Hampshire: $520NHWashington: no dataWAIdaho: no dataIDMontana: no dataMTNorth Dakota: no dataNDMinnesota: no dataMNIllinois: $169ILWisconsin: no dataWIMichigan: no dataMINew York: $543NYRhode Island: $20RIMassachusetts: $159.8KMAOregon: no dataORNevada: no dataNVWyoming: no dataWYSouth Dakota: no dataSDIowa: no dataIAIndiana: no dataINOhio: no dataOHPennsylvania: $1,145PANew Jersey: $145NJConnecticut: no dataCTCalifornia: $389CAUtah: no dataUTColorado: no dataCONebraska: no dataNEMissouri: no dataMOKentucky: no dataKYWest Virginia: no dataWVVirginia: $1,050VAMaryland: $902MDDelaware: no dataDEArizona: no dataAZNew Mexico: no dataNMKansas: no dataKSArkansas: no dataARTennessee: no dataTNNorth Carolina: $220NCSouth Carolina: no dataSCDistrict of Columbia: $620DCOklahoma: no dataOKLouisiana: no dataLAMississippi: no dataMSAlabama: no dataALGeorgia: $2,600GAHawaii: no dataHITexas: no dataTXFlorida: $15FL
Show the data
Miranda's itemized individual contributions by donor state, 2026 cycle
StateValue
Massachusetts$159.8K
Georgia$2,600
Pennsylvania$1,145
Virginia$1,050
Maryland$902
District of Columbia$620
New York$543
New Hampshire$520
California$389
North Carolina$220
Illinois$169
New Jersey$145
Rhode Island$20
Florida$15
AlaskaNo data
MaineNo data
VermontNo data
WashingtonNo data
IdahoNo data
MontanaNo data
North DakotaNo data
MinnesotaNo data
WisconsinNo data
MichiganNo data
OregonNo data
NevadaNo data
WyomingNo data
South DakotaNo data
IowaNo data
IndianaNo data
OhioNo data
ConnecticutNo data
UtahNo data
ColoradoNo data
NebraskaNo data
MissouriNo data
KentuckyNo data
West VirginiaNo data
DelawareNo data
ArizonaNo data
New MexicoNo data
KansasNo data
ArkansasNo data
TennesseeNo data
South CarolinaNo data
OklahomaNo data
LouisianaNo data
MississippiNo data
AlabamaNo data
HawaiiNo data
TexasNo data
646

itemized donors

People who gave more than $200

96%

from Massachusetts

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 Massachusetts. Gifts of $200 or less carry no address and are left out.

Top donor occupations

Itemized, 2026 cycle.

  1. NOT EMPLOYED$25.1K 88 donors
  2. CONSULTANT$6,350 24 donors
  3. ATTORNEY$5,781 19 donors
  4. REAL ESTATE DEVELOPER$4,960 4 donors
  5. EXECUTIVE DIRECTOR$4,743 29 donors

Top committees

PAC and committee contributions, 2026 cycle.

  1. 1199 SEIU MA PAC$1,000
  2. BOSTON TEACHERS UNION PAC$1,000
  3. MA & NORTHERN NE LABORERS' DISTRICT COUNCIL POL ACTION COMM$1,000
  4. MASSACHUSETTS BRICK LAYERS PEOPLE'S COMMITTEE$500
  5. SEIU LOCAL 32BJ UNITED ADF MA GTO PAC$500

Top employers

Itemized, 2026 cycle.

  1. CITY OF BOSTON$7,455 28 donors
  2. CRUZ COMPANIES$3,000 3 donors
  3. MIT$1,890 3 donors
  4. BOSTON PUBLIC SCHOOLS$1,615 16 donors
  5. BLUE BRIDGE$850 3 donors

Aggregates only. Individual donors are never named.

Back to topNext: Votes

Votes

No roll-call votes for the MA 2025–26 session.No roll-call votes are recorded for this official in this time window.

Back to topNext: Legislation

Legislation

Miranda sponsored 99 bills in the MA 2025–26 session; 1 became law. Cosponsored 134 others. 3.0% of sponsored bills got out of committee (Massachusetts Senate average 2.0%; 10th of 40).

The bills Miranda sponsored and cosponsored in the MA 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 MA 2025–26 session

Sponsored99 billsSponsored, Introduced: 9999Sponsored, In committee: 9898Sponsored, Passed one chamber: 22Sponsored, Passed both chambers: 11Sponsored, Became law: 11Cosponsored134 billsCosponsored, Introduced: 134134Cosponsored, In committee: 129129Cosponsored, Passed one chamber: 44Cosponsored, Passed both chambers: 33Cosponsored, Became law: 22IntroducedIncommitteePassed onechamberPassed bothchambersBecamelaw
Show the data
Bills Miranda sponsored and cosponsored, by furthest stage reached
RoleIntroducedIn committeePassed one chamberPassed both chambersBecame law
Sponsored9998211
Cosponsored134129432
How to read the blocks

Ink blocks are bills Miranda sponsored, ochre blocks bills Miranda cosponsored; the figure above each block is the count. Most bills in any legislature never leave committee, so a short staircase is the norm.

3.0%

of sponsored bills got out of committee

Massachusetts Senate average 2.0%. Ranks 10th of 40.

Cosponsorship partners

Colleagues who most often cosponsor with Miranda, by number of shared bills in the MA 2025–26 session; the square shows their party.

  1. Jamie Eldridge119
  2. Jo Comerford94
  3. Pat Jehlen84
  4. Sal DiDomenico79
  5. John Keenan66
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 Miranda’s bills; the toggle shows more.

Bill list

Sponsored and cosponsored, with status and policy area; five are shown, the toggle shows the rest

Bills sponsored and cosponsored
S 3239An Act establishing a special legislative commission to study and examine Family, Friend, and Neighbor-Provided Childcare in the CommonwealthCosponsorAug 10, 2026In committeeFamilies(model)Discharged to the committee on Senate Ways and Means Aug 13, 2026
S 3240An Act establishing protections for workers in extreme temperaturesCosponsorAug 10, 2026In committeeLabor and Employment(model)Bill reported favorably by committee and referred to the committee on Senate Ways and Means Aug 10, 2026
H 5620An Act promoting rule of law, oversight, trust and equal constitutional treatmentCosponsorJul 29, 2026Became lawCivil Rights and Liberties, Minority Issues(model)Signed by the Governor, Chapter 163 of the Acts of 2026 Aug 5, 2026
S 3226Amendment S.3226CosponsorJul 23, 2026IntroducedEconomics and Public Finance(model)See S3178 Jul 23, 2026
S 3221Amendment S.3221CosponsorJul 23, 2026IntroducedEconomics and Public Finance(model)See S3178 Jul 23, 2026

Back to topNext: Online

Online

A site that changed 1 time in 90 days. Miranda’s official site had 1 page when last crawled on Oct 1, 2026.

The lab crawls Miranda’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 Miranda posts with a vision model.

Websites

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.

Images Miranda posted

No images from Miranda’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.

Back to topNext: Methods and sources

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 Miranda is most unusual among State Senate 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
703d6d4e-3a1d-4a2e-82e3-3c9693b75953
Open States
ocd-person/703d6d4e-3a1d-4a2e-82e3-3c9693b75953

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

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