Tweets Analysis - Keyword: @RyanDEnos
Overview
Total number of tweets analysed
31
Earliest tweet was on
2023-03-21
Latest tweet was on
2023-03-24
Tweets covering
3 days
Average age of authors' accounts
10 years
Summarization
The tweets cover a range of topics including race and attitudes, measures of ideology and polarization over time, the impact of shifting political contexts on measurement of attitudes, and the correlation between attitudes and vote choice. Some specific points include the need to empirically assess scale meaning, questions around moderate attitudes on racial resentment, and the potential impact of wider social sorting on survey questions. Additionally, there is discussion of a preliminary release of the ANES 2020 Time Series Study.
Topic Modeling
- Attitudes towards racism and racial injustice
- Economic disparities and blaming of Black Americans
- Measurement and interpretation of attitudes over time
- Social desirability pressures and identity imbued with racial affect
- Importance of education in addressing racial issues
Emotional Analysis
The tweets cover a range of topics, including attitudes towards race, political polarization, and survey methodology. While some tweets express curiosity or interest in exploring certain ideas further, others convey frustration, criticism, or dissent towards existing research or findings. Overall, the tweets contain a mixture of emotions, but many are focused on discussing complex and sometimes controversial issues related to politics and social science research.
Trend Analysis
- Discussions on racial attitudes and beliefs, with a focus on measuring and interpreting attitudes towards race over time
- Analysis of political moderates and their stance on racial and economic issues
- Investigation into the impact of changing social and political contexts on attitudes and beliefs
- Evaluation of survey instruments and their ability to capture complex and nuanced attitudes towards race
- Appreciation for educational efforts aimed at addressing racial issues and promoting understanding
Types of Tweets
Number of Retweets
4
Percentage of total tweets
12%
Number of Original tweets
0
Percentage of total tweets
0%
Number of tweets that contain Mentions
31
Percentage of total tweets
100%
Number of tweets that were Replies
27
Percentage of total tweets
87%
Number of tweets that were Quotes
1
Percentage of total tweets
3%
Number of tweets that contain Hashtags
0
Percentage of total tweets
0%
Top 5 devices used to tweet
| Source | Count |
|---|---|
| Twitter Web App | 20 |
| Twitter for iPhone | 9 |
| Twitter for Android | 1 |
| TweetDeck | 1 |
What devices were used to tweet
Top 10 accounts with highest followers count
| Username | Name | Bio | Followers count |
|---|---|---|---|
| LilyMasonPhD | Lilliana Mason | Associate Professor of Political Science. Also over at LilyMasonPhD@mastodon.social | 16,524 |
| arthur_spirling | Arthur Spirling | Professor @NYUDataScience @NYUpolitics. | 11,374 |
| AGTheodoridis | Alex Theodoridis | Political Junkie/Scientist Assoc Prof @UMassPolSci; Co-Director @UMassPoll; Opinion, Elections, Polarization, Causal Inf; @UVA @Kennedy_School @UCBerkeley alum | 3,014 |
| CircleReader | Andrew Wetzel 🦣 indieweb.social/ | Human first, then: curious, Christian, parent. Other Evangelical. You Cannot Serve God & Mammon. #TheKingdomOfGodIsNotAPoliceState He/him. 🔗🌳/CircleReader | 2,788 |
| CTIronman | CTIronman | obscure attorney and political muse. stubborn old Reaganite in crabgrass America. Al Davis Republican in 24 | 2,485 |
| byelin | Ben Yelin | By day: Attorney/Consultant/Adjunct Law Professor, Co-Host of Caveat Podcast By night: Politics junkie and SF Bay Area sports nut. (Views here are my own) | 2,438 |
| ntdPhD | nick davis | political scientist at football-u, outdoorsperson, gardener of two small humans, PI @ https://t.co/TSPmWA6wyp | 2,393 |
| ChrisFerris3 | Chris Ferris @chrisferris3@mstdn.ca | Senior Economist @EDWinnipeg | MABE Board Pres: @CABE_Economics MB chapter #cdnecon #Economics #Agriculture #Transport TWEETS = mine; RTs/follows ≠ endorsements | 1,957 |
| mbarber83 | mike barber | Political scientist who skis. Tweets represent my own views and the official position of my employer, church, family, mayor, congressman, and dog. | 1,704 |
| wpmarble | Will Marble | Political scientist at @PennPORES | Occasionally tweeting about social science, cities, and the Sixers | @wpmarble@mastodon.social | 1,416 |
Top 10 accounts with highest friends count
| Username | Name | Bio | Followers count |
|---|---|---|---|
| CircleReader | Andrew Wetzel 🦣 indieweb.social/ | Human first, then: curious, Christian, parent. Other Evangelical. You Cannot Serve God & Mammon. #TheKingdomOfGodIsNotAPoliceState He/him. 🔗🌳/CircleReader | 4,986 |
| ChrisFerris3 | Chris Ferris @chrisferris3@mstdn.ca | Senior Economist @EDWinnipeg | MABE Board Pres: @CABE_Economics MB chapter #cdnecon #Economics #Agriculture #Transport TWEETS = mine; RTs/follows ≠ endorsements | 4,544 |
| LilyMasonPhD | Lilliana Mason | Associate Professor of Political Science. Also over at LilyMasonPhD@mastodon.social | 2,434 |
| AGTheodoridis | Alex Theodoridis | Political Junkie/Scientist Assoc Prof @UMassPolSci; Co-Director @UMassPoll; Opinion, Elections, Polarization, Causal Inf; @UVA @Kennedy_School @UCBerkeley alum | 2,274 |
| byelin | Ben Yelin | By day: Attorney/Consultant/Adjunct Law Professor, Co-Host of Caveat Podcast By night: Politics junkie and SF Bay Area sports nut. (Views here are my own) | 2,262 |
| wpmarble | Will Marble | Political scientist at @PennPORES | Occasionally tweeting about social science, cities, and the Sixers | @wpmarble@mastodon.social | 1,415 |
| arthur_spirling | Arthur Spirling | Professor @NYUDataScience @NYUpolitics. | 1,372 |
| mbarber83 | mike barber | Political scientist who skis. Tweets represent my own views and the official position of my employer, church, family, mayor, congressman, and dog. | 1,056 |
| UptonOrwell | John V. Kane | Husband, father, professor @NYUCGA. Probably work too much, don't read (for fun) enough, and, occasionally, make music: https://t.co/KmkvmnyuCl | 1,016 |
| ntdPhD | nick davis | political scientist at football-u, outdoorsperson, gardener of two small humans, PI @ https://t.co/TSPmWA6wyp | 897 |
Most active users
| Username | Bio | Number of tweets |
|---|---|---|
| wpmarble | Political scientist at @PennPORES | Occasionally tweeting about social science, cities, and the Sixers | @wpmarble@mastodon.social | 5 |
| LJZigerell | Contributing to and checking social science on race and sex inequality. | 4 |
| LilyMasonPhD | Associate Professor of Political Science. Also over at LilyMasonPhD@mastodon.social | 4 |
| ntdPhD | political scientist at football-u, outdoorsperson, gardener of two small humans, PI @ https://t.co/TSPmWA6wyp | 4 |
| UptonOrwell | Husband, father, professor @NYUCGA. Probably work too much, don't read (for fun) enough, and, occasionally, make music: https://t.co/KmkvmnyuCl | 3 |
| AGTheodoridis | Political Junkie/Scientist Assoc Prof @UMassPolSci; Co-Director @UMassPoll; Opinion, Elections, Polarization, Causal Inf; @UVA @Kennedy_School @UCBerkeley alum | 1 |
| CTIronman | obscure attorney and political muse. stubborn old Reaganite in crabgrass America. Al Davis Republican in 24 | 1 |
| CapsHarvard | The Center for American Political Studies (CAPS) fosters discussion, research, public outreach, and pedagogy about all aspects of U.S. politics. | 1 |
| ChrisFerris3 | Senior Economist @EDWinnipeg | MABE Board Pres: @CABE_Economics MB chapter #cdnecon #Economics #Agriculture #Transport TWEETS = mine; RTs/follows ≠ endorsements | 1 |
| CircleReader | Human first, then: curious, Christian, parent. Other Evangelical. You Cannot Serve God & Mammon. #TheKingdomOfGodIsNotAPoliceState He/him. 🔗🌳/CircleReader | 1 |
Tweets per day
Top 10 tweets with highest Retweet count
| ID | Text | Retweet count |
|---|---|---|
| 1639361710984425472 | @arthur_spirling @RyanDEnos Running alone. | 0 |
| 1638726186359570432 | @wpmarble @ntdPhD @UptonOrwell @_amengel @RyanDEnos @jbenton @AGTheodoridis @julie_wronski But what if there is an aggregate shift in attitudes on race (in a progressive direction)? Those who don’t shift in the face of massive social change would be more committed to racism. They’re not moderate on race - they stay moderately racist in the face of contrary evidence. | 0 |
| 1638555194236575745 | @ntdPhD @RyanDEnos @jbenton @AGTheodoridis FWIW scale meaning seems pretty consistent, but we do always have to assess it empirically than assume it (https://t.co/hla6Uji3D4). I wish we had attitude importance items or something similar to get at Alex's personal salience Q. Valence is only part of the story. Big open Qs! | 0 |
| 1638561215319363585 | @RyanDEnos Exactly! This was the key point of my correspondences with Edsall and I’m really glad it came through in the article 👍 | 0 |
| 1638561886659592194 | @_amengel @ntdPhD @RyanDEnos @jbenton @AGTheodoridis Fwiw, Edsall shared my correspondences with Grimmer (and vice versa) and apparently the authors replicate the findings using the “animosity” measure that @LilyMasonPhD and @julie_wronski use in our paper. Interesting indeed 👍 | 0 |
| 1638563338543087617 | @UptonOrwell @_amengel @RyanDEnos @jbenton @AGTheodoridis @LilyMasonPhD @julie_wronski yeah, the write up seemed fair as these things go. personally, would be v interested to see the decomposition approach grapple with social desirability pressures. | 0 |
| 1638565173693743104 | @UptonOrwell @_amengel @RyanDEnos @jbenton @AGTheodoridis @LilyMasonPhD @julie_wronski drew's article notwithstanding, which can be taken as evidence that sd concerns are modest at best wrt to the survey instruments. but given wider social sorting, i think identities can still be imbued w "bad" racial affect in ways that survey Qs simply wont pick up. | 0 |
| 1638600689440923659 | @ntdPhD @UptonOrwell @_amengel @RyanDEnos @jbenton @AGTheodoridis @julie_wronski I don't think you even need sd concerns to have questions about this. Being moderate on RR means *partly* blaming Black Americans for their own economic disadvantages. Anyone who still does that after the summer of 2020 still likes Trump. Makes sense, but that's not tolerance. | 0 |
| 1638602112438247425 | @LilyMasonPhD @UptonOrwell @_amengel @RyanDEnos @jbenton @AGTheodoridis @julie_wronski i think that gets at one of my concerns with the underlying interpretation of the decomposition approach's conclusions: non-maximal values on rr can still be normatively problematic. | 0 |
| 1638626581684822026 | @ntdPhD @UptonOrwell @_amengel @RyanDEnos @jbenton @AGTheodoridis @julie_wronski Especially when mass movements occur that change the average person's perception of racial injustice. See Michael Tesler here: https://t.co/1YZjtzwJBY | 0 |
Top 10 tweets with highest Like count
| ID | Text | Like count |
|---|---|---|
| 1638531302818193408 | @RyanDEnos @jbenton @AGTheodoridis with an especially important qualification: https://t.co/SHmMTdl8Lq | 9 |
| 1638555194236575745 | @ntdPhD @RyanDEnos @jbenton @AGTheodoridis FWIW scale meaning seems pretty consistent, but we do always have to assess it empirically than assume it (https://t.co/hla6Uji3D4). I wish we had attitude importance items or something similar to get at Alex's personal salience Q. Valence is only part of the story. Big open Qs! | 6 |
| 1638600689440923659 | @ntdPhD @UptonOrwell @_amengel @RyanDEnos @jbenton @AGTheodoridis @julie_wronski I don't think you even need sd concerns to have questions about this. Being moderate on RR means *partly* blaming Black Americans for their own economic disadvantages. Anyone who still does that after the summer of 2020 still likes Trump. Makes sense, but that's not tolerance. | 6 |
| 1638563338543087617 | @UptonOrwell @_amengel @RyanDEnos @jbenton @AGTheodoridis @LilyMasonPhD @julie_wronski yeah, the write up seemed fair as these things go. personally, would be v interested to see the decomposition approach grapple with social desirability pressures. | 5 |
| 1638726186359570432 | @wpmarble @ntdPhD @UptonOrwell @_amengel @RyanDEnos @jbenton @AGTheodoridis @julie_wronski But what if there is an aggregate shift in attitudes on race (in a progressive direction)? Those who don’t shift in the face of massive social change would be more committed to racism. They’re not moderate on race - they stay moderately racist in the face of contrary evidence. | 4 |
| 1638965587819765762 | @LJZigerell @AGTheodoridis @wpmarble @ntdPhD @UptonOrwell @_amengel @RyanDEnos @jbenton @julie_wronski https://t.co/AQPlg2JfBq | 4 |
| 1638717318950682627 | @ntdPhD @UptonOrwell @_amengel @RyanDEnos @jbenton @AGTheodoridis @LilyMasonPhD @julie_wronski Reason being: the correlation between attitudes and vote choice can shift over time due to shifting attitudes, shifting changes in candidate positioning/rhetoric, or shifting issue salience. Changes in composition/turnout over time are only due to changing attitudes attitudes | 4 |
| 1638561886659592194 | @_amengel @ntdPhD @RyanDEnos @jbenton @AGTheodoridis Fwiw, Edsall shared my correspondences with Grimmer (and vice versa) and apparently the authors replicate the findings using the “animosity” measure that @LilyMasonPhD and @julie_wronski use in our paper. Interesting indeed 👍 | 3 |
| 1638626581684822026 | @ntdPhD @UptonOrwell @_amengel @RyanDEnos @jbenton @AGTheodoridis @julie_wronski Especially when mass movements occur that change the average person's perception of racial injustice. See Michael Tesler here: https://t.co/1YZjtzwJBY | 3 |
| 1639361710984425472 | @arthur_spirling @RyanDEnos Running alone. | 3 |
Top 3 Languages Used In Tweets
Top 10 mentions
| Mention | Count |
|---|---|
| @ryandenos | 31 |
| @jbenton | 21 |
| @agtheodoridis | 20 |
| @_amengel | 20 |
| @julie_wronski | 19 |
| @ntdphd | 17 |
| @uptonorwell | 17 |
| @lilymasonphd | 15 |
| @wpmarble | 8 |
| @seantrende | 2 |
Top 10 mentions
Wordcloud of Tweets
Emojis
Average number of emojis used per tweet
6
Emojis used in tweets
| Emoji | Count | Emoji Text |
|---|---|---|
| 👍 | 2 | thumbs_up |
Emojis groups
| Emoji Group | Count |
|---|---|
| People & Body | 2 |