Table A1 provides an overview of the speeches and debates included in our analysis. In an average electoral period, there were 8,707 speeches across 779 debates in the Irish Dáil and 7,464 speeches across 584 debates in the US Senate. The 112th and 113th Senates stick out at as the two least productive Senates in terms of number of speeches and debates, which is most likely the result of legislative gridlock after the Republican party took over the House in the 2010 election.The average debate in our data set consists of 12 speakers, ranging from a minimum of 5 speakers (our lower threshold) to as many as 73 speakers. At the level of individual speeches, we find an average of 683 and 552 words per speech and legislature. The longest individual speech in our data set is 37,610 words long, which is senator Ted Cruz's (TX-R) 21-hour filibuster speech in September 2013.
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Additional Analysis of Classification and Uncertainty versus WordfishIn the main text, we show plots of the relationships between individual TDs Wordshoal score and coalition membership, and uncertainty estimates for the 30th Dáil. In Figure A1 we show the corresponding plots for the 29th Dáil. Figure A1: The association between the estimated positions of each legislator and their status as members of the coalition versus opposition, with correlation and local linear smooth, under Wordfish (left) and our approach (right), for the 29th Dáil. In the bottom row, we show the 95% intervals associated with the estimates for each legislator under Wordfish (left) and Wordshoal (right).
A5
Dail 29Type of debate Beta root mean square
Analysis of Variation in Disagreement by Legislative StageThe Wordshoal model facilitates assessments of the relative extent to which different kinds of debates align with the estimated common dimension. The greater the magnitude of the β j , the greater the extent to which the common dimension predicts speech variation in a given debate. As our summary statistic for β j , we use the root mean square of the β j , weighted by the number of speeches in each debate speeches j .In the paper, we utilize this statistic only for the US Senate, here we assess it across different types of parliamentary debates in Ireland. The majority of debates in our data take place during the second reading of a bill, which is the most important legislative stage after which a bill is formally accepted or rejected. The second most common type are motions, which are an instrument of parliament to scrutinize the work of the government. This includes ad hoc motions on topical issues, seasonal adjournment debates, and (less frequently) A6 motions of confidence in the government or in individual cabinet members (Gallagher 2010). Figure A2 shows the weighted root mean square of β j for motions, second-stage bills, and for debates during the remaining legislative stages, which we group together because of the small number of observations at each stage. We find high government-opposition division during debates on motions, which are mostly used by...