RyanDEnos - Tweet Data Analysis
Tweets Analysis - Keyword: @RyanDEnos
Published April 5, 2023
Overview
Tweets covering
3 days
Latest tweet was on
2023-03-24
Earliest tweet was on
2023-03-21
Total number of tweets analysed
31
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
Disclaimer: The text analysis on twtdata.com, powered by OpenAI, does not represent the views of twtdata.com or its affiliates. The analysis is for informational purposes only and not an endorsement of any viewpoint.
Types of Tweets
Number of Retweets
4
12% of total
Number of Original tweets
0
0% of total
Number of tweets that were Quotes
1
3% of total
Number of tweets that were Replies
27
87% of total
Number of tweets that contain Hashtags
0
0% of total
Number of tweets that contain Mentions
31
100% of total
Devices Used to Tweet
Top 5 Devices
| Source | Count |
|---|---|
| Twitter Web App | 20 |
| Twitter for iPhone | 9 |
| Twitter for Android | 1 |
| TweetDeck | 1 |
Device Distribution
Top 10 Accounts by Followers
| 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 by Friends
| 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 by Retweets
| 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 … | 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 … | 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 … | 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 … | 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 … | 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 … | 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 … | 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 by Likes
| 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 … | 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 … | 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 … | 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 … | 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, … | 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 … | 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 Languages Used
Top 10 Hashtags
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 |
Wordcloud of Tweets
Emoji Analysis
Average emojis per tweet:
6
Emojis Used
| Emoji | Count | Emoji Text |
|---|---|---|
| 👍 | 2 | thumbs_up |
Emoji Groups
| Emoji Group | Count |
|---|---|
| People & Body | 2 |
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