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ParlaIberoPlenary debates, turn by turn

Grant PID2022-141706NB-C22 funded by:

Logos: Ministerio de Ciencia, Innovación y Universidades; European Union, with the motto “Cofinanciado por la Unión Europea” (Co-funded by the European Union); and Agencia Estatal de Investigación. Grant PID2022-141706NB-C22 funded by MICIU/AEI/10.13039/501100011033 and by ERDF/EU.

When is democracy spoken about in the plenary?

Sixteen chambers, year by year, per million words spoken.

  • Portugal: 2,533 · 1976
  • Spain: 1,647 · 1977
  • Ecuador: 1,049 · 1980
  • Argentina: 1,510 · 1983
  • Uruguay: 580 · 1986
  • Mexico: 2,614 · 1991
  • Paraguay: 973 · 1989
  • Chile: 1,098 · 1990
  • Costa Rica: 993 · 1999
  • Peru: 576 · 2022
  • Panama: 703 · 2011
  • Colombia: 1,259 · 2017
  • Guatemala: 434 · 2015
  • Dominican Republic: 567 · 2023
  • Brazil: 961 · 2016
  • El Salvador: 358 · 2020
One chamber, year by year, all on the same scale: from zero to 3,000 per million. The dotted line is the average of the sixteen: 569.

It counts how often the word and its derivatives are said, over the words spoken in that chamber and that year. The count does not say who invokes it, or whether to defend it or to deny it; the text of those interventions does, and it is all here. Next to the highest year is what happened that year, where it was a regime event: coinciding is not explaining.

A chamber's highest year is hardly ever an ordinary one. Where the series begins with the return of democracy, the highest year is the first; in the others it falls in the middle of the series. The word rises when it is contested.

borrador

Comparing Ibero-American democracies by what was said in their chambers used to cost one academic career per country. That cost is already paid.

In the natural sciences, infrastructure is usually a laboratory: nobody builds one for each experiment. In the social sciences and humanities, it is comparable data: someone gathers and harmonizes them once, and everyone else starts from there.

PELA-USAL, Latinobarómetro, ParlaMint, and the Manifesto Project belong to that family.

Three years of work. One download. That is what infrastructure means.

16 chambers · 1976–2025 · CC BY 4.0 · 16 DOIs · University of Salamanca · Harvard Dataverse

The question has a literature (Bäck and Debus, 2019). What was missing was the material to ask it in sixteen Ibero-American chambers with the same unit.

What is there, and since when?

Everything there was. Not a sample of what there was.

Of the 800 chamber-year cells, 527 have a session; the rest are years before each series or declared gaps.

The shade shows how much material there is, not how much debate.

Find your chamber.

Coverage: what there is for each chamber, year by year

Speech turns

63115,753
7,45311,67115,97727,133

Each row is a chamber; each column, a year. A filled cell means that the database has at least one session from that year, not that all of them are there. The shade shows how much material there is, not how much debate. The series start in different years: before the start the cell is empty, and it is not a gap.

Below the grid, without cells, the five countries from a universe of 21 that have no corpus. Venezuela, Cuba, and Nicaragua do not publish the records of their debates. Bolivia publishes them without digitizing them. Honduras publishes summaries of what was discussed, not the interventions.

There are five countries missing. It is worth saying why.

  • Venezuela, Cuba, Nicaragua — do not publish the records of their debates.

  • Bolivia — publishes them without digitizing them.

  • Honduras — publishes summaries of what was discussed, not the interventions.

A single criterion: that a record of the plenary debate exists in the form of speeches. Where it exists, it is here.

Coverage: what there is for each chamber, year by year
CountryChamberRecordPeriodYears with a sessionDeclared gapsSessionsRowsSpeech turnsDOI
PortugalAssembleia da RepúblicaDiário da Assembleia da República, I Série1976–2025504,9391,559,3201,554,38110.7910/DVN/VRPUFU
SpainCongreso de los DiputadosDiario de Sesiones (Pleno, Diputación Permanente, sesiones de 1977-79)1977–2025493,559562,514558,94010.7910/DVN/OKHGAB
EcuadorCámara Nacional de Representantes / Congreso Nacional / Asambleas Constituyentes / Asamblea NacionalActas1979–2025476,1051,292,5961,280,82210.7910/DVN/M2QJN6
ArgentinaCámara de Diputados de la NaciónDiario de Sesiones1983–2025331991–20001,086258,808256,63610.7910/DVN/IVNYID
UruguayCámara de RepresentantesDiario de Sesiones1985–2025412,813424,097421,28410.7910/DVN/KI1AOC
MexicoCámara de DiputadosDiario de los Debates1988–2025382,537633,474630,93710.7910/DVN/0IS1YE
ParaguayCámara de DiputadosDiario de Sesiones1988–2025322001–2002, 2006–2007, 2011–20121,275362,945360,20110.7910/DVN/PDX8GA
ChileCámara de Diputadas y DiputadosBoletín de sesión1990–2025364,336596,729556,67910.7910/DVN/IKBNRL
Costa RicaAsamblea LegislativaActas de la Sesión Plenaria1994–2025325,343381,976375,73010.7910/DVN/W6UAHQ
PeruCongreso de la RepúblicaDiario de los Debates1995–2025313,061852,560849,49910.7910/DVN/7MK94V
PanamaAsamblea Nacional (Legislativa hasta 2004)Actas del Pleno1996–2025303,638511,962508,32410.7910/DVN/Y8FUSX
ColombiaCámara de RepresentantesGaceta del Congreso (actas de plenaria)2000–2025261,608464,805463,20110.7910/DVN/TYYERX
GuatemalaCongreso de la RepúblicaDiario de Sesiones2000–2026272,039253,759251,72010.7910/DVN/NH5TTC
Dominican RepublicCámara de DiputadosActas de sesión del Pleno2001–2025252,225229,325101,38110.7910/DVN/DZKXUG
BrazilCâmara dos DeputadosNotas taquigráficas (Íntegra das sessões)2003–2025237,7311,657,1131,649,69810.7910/DVN/VTXNW3
El SalvadorAsamblea LegislativaVersión taquigráfica2018–2025842349,07748,65410.7910/DVN/MUJU6A
Venezuela, Cuba, Nicaragua— do not publish the records of their debates.
Bolivia— publishes them without digitizing them.
Honduras— publishes summaries of what was discussed, not the interventions.

Deposited edition: what each DOI returns. Not all rows are speech; that is why both columns are shown.

WHAT IT MEASURES
For each chamber and each year between 1976 and 2025: whether the database has at least one session, how many sessions, and how many speech turns.
DENOMINATOR
A total of 800 cells, one per chamber and year. Of these, 527 have at least one session.
CAVEAT
A filled cell means that there is at least one session from that year, not that all of them are there. The shade shows how much material there is, not how much debate. Before the start of a series the cell is empty, and it is not a gap. A declared gap is a span of years within the series that the chamber's repository does not have, and it carries its label. There are five countries missing from a universe of 21. Venezuela, Cuba, and Nicaragua do not publish the records of their debates. Bolivia publishes them without digitizing them. Honduras publishes summaries of what was discussed, not the interventions.

Who occupies the plenary's time?

The unit is the speaking turn, as the Record itself marks it.

Sí, si es urgente hay que demostrarlo, porque ahí también viene el dinero para compra de frijol y la época de siembra no espera a que la Asamblea quiera o no quiera, así que ojala que la próxima semana cumplamos lo que nos corresponde como diputados.

PCN · Asamblea Legislativa de El Salvador · August 10, 2018

Of 9,868,087 speech turns, in 87.05% we know which deputy is speaking. Of the rest, those who cannot hold a seat—ministers, clerks, guests—account for 75.35%; collective voice, 11.79%; our missed link, 12.86%. Not counting the first two, 98.12%.

In Panama, 30.68% of the speech turns belong to those who cannot hold a seat. Compare by country, never from the pooled number.

What was said that day?

Six sessions that you recognize are here.

The admission of the impeachment proceedings against Brazil's president, with 1,780 rows. The investiture interrupted by the assault on Spain's Congreso de los Diputados, with 28. The removal of Peru's president by declaration of vacancy, with 481.

That they are here does not validate their content.

The two from the impeachment trial of Paraguay's president are not here: they fall in a declared gap.

  1. SpainThe investiture session interrupted by the assault on the Congreso.

    28 Rows

  2. EcuadorCongress removes the president of the Republic from office.

    353 Rows

  3. ArgentinaLegislative Assembly after the resignation of the president of the Nation.

    122 Rows

  4. EcuadorCongress removes the president of the Republic from office.

    790 Rows

  5. ParaguayImpeachment trial of the president of the Republic: it falls within a declared gap.

  6. ParaguayRemoval of the president of the Republic: it falls within a declared gap.

  7. BrazilThe chamber admits the impeachment proceedings against the president of the Republic.

    1,780 Rows

  8. PeruCongress removes the president of the Republic by declaring the office vacant.

    481 Rows

Open one: download that country and find it by date in the explorer.

To cite a passage, give the date and the session number, and check it against the official Record.

Four unclaimed questions

The database carries no annotation. This is where you come in.

  • Topic. The Comparative Agendas Project coding scheme exists; a classifier validated in two languages is missing.

  • Tone. Validated classifiers are missing; in scanned records, measuring tone can be measuring the scanner.

  • Position. The text and the party are there; the scaling and its human validation are missing.

  • Vote. The tallies in the Record are text; the votes come from outside.

Three years of work. One download.

Here, the variables have to be built.

  1. No coding.

    The data for each figure. Or El Salvador in the explorer: 98 MB, from 2018 to 2025.

    The explorer's interface is in Spanish only today. Search runs on each chamber's original text, in Spanish or Portuguese.

  2. With basic R or Python.

    One country, from 98 MB to 1.5 GB: filters, counts, series.

  3. With text analysis methods.

    All sixteen, 12.3 GB: embeddings, classification, graphs. This is where you have to learn, and it can be learned.

  • It opens in your browser; nothing leaves your computer.
  • The explorer opens one country at a time, is in Spanish only today, and requires a recent browser.
  • Identifiers are stable within an edition, not across editions.

Rodrigues-Silveira, Rodrigo (2026). ParlaIbero. Harvard Dataverse. https://dataverse.harvard.edu/dataverse/parlaibero