davidshor - Tweet Data Analysis
Tweets Analysis - Keyword: @davidshor
2023年3月9日に公開
概要
Tweets covering
10 days
Latest tweet was on
2023-02-21
Earliest tweet was on
2023-02-11
Total number of tweets analysed
108
Average age of authors' accounts
8 years
要約
A group of Twitter users congratulated the first person to discover the voter file on election Twitter. It is a national phenomenon that is sitting around pending a little more survey data. The local max for Democratic support is in the low thirties, but this is due to a drop-off in 18-20 year olds. It was mentioned that economic issues vs other issues increases the odds of winning. The voter file has a higher barrier to entry than other election data, and it is much harder to work with. Lastly, the group discussed if the trend in cultural distinctiveness is consistent over time.
トピックモデリング
- Discussions about Voter Files and the Challenges of Election Data Analysis
- Economic Issues vs Race and Book Bans as a Political Focus
- Long Term Political Phenomena and Democratic Voter Support
- Barriers to Entry in Voter File Analysis
- Regions of the Country Losing Cultural Distinctiveness
感情分析
The emotions expressed in these tweets range from congratulations and excitement to concern and confusion. There is a sense of pride in being the first to discover the voter file, as well as anticipation of what the survey data may reveal. There is also a sense of urgency in understanding the long-term impact of differential registration and its implications for elections. Additionally, there is a mix of frustration and humor in the popularism debate and the challenges of using voter file data. Finally, there is curiosity in exploring the cultural changes occurring in different regions of the country.
トレンド分析
- Use of voter files to analyze election trends
- Decline of Democratic support among 18-20-year-olds
- Political unpopularity of economic issues
- Challenges associated with using voter file data
- Regional changes in cultural distinctiveness
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ツイートの種類
Number of Retweets
28
全体の25%
Number of Original tweets
1
全体の0%
Number of tweets that were Quotes
3
全体の2%
Number of tweets that were Replies
80
全体の74%
Number of tweets that contain Hashtags
2
全体の1%
Number of tweets that contain Mentions
108
全体の100%
ツイートに使用されたデバイス
トップ5デバイス
| Source | Count |
|---|---|
| Twitter Web App | 45 |
| Twitter for iPhone | 29 |
| Twitter for Android | 26 |
| Twitter for iPad | 5 |
| TweetDeck | 3 |
デバイス分布
フォロワー数上位10アカウント
| Username | Name | Bio | Followers count |
|---|---|---|---|
| Nate_Cohn | Nate Cohn | chief political analyst, @nytimes. writing about elections, public opinion and demographics for @UpshotNYT. polling and needling. PNW expat. | 488,268 |
| ElectProject | Michael McDonald | Professor at the University of Florida who specializes in American elections. | 93,199 |
| lxeagle17 | Lakshya Jain | @cal alum; computer scientist/machine learning engineer; election analyst/modeler/partner @SplitTicket_. views my own. he/him | 33,786 |
| 1zzyzyx1 | Izzy Ⓜ️Ⓜ️ 🏳️🌈🇺🇦 Unidentified Flying Object | Lifelong Democrat, No Lists-He/Him/His. BLM - Voting Rights - Democrats Deliver #MeidasMighty Ⓜ️Ⓜ️ #LiveBlue2022 #FAM46 #BlueCrew https://t.co/ybJY6ZpY7E | 32,555 |
| Analisa_Swan | Analisa Swan 🆘 #DemForce🇺🇦⚖️💛🐝🥁🌹 | Attorney, lifelong resident LA, CA; DNC Biden Delegate CA30; Delegate/Executive Board CADEM AD44. She/Her #DemCastCA #DemsWork4USA #ONEV1 Z2 #wtpBLUE #DemVoice1 | 23,799 |
| roshankar | Roshan Shankar | Idea: https://t.co/beKybMkPBHIndividual: https://t.co/2iB2vDFLZPInstitution: https://t.co/xdezttsRkTIdeal: https://t.co/UyshKalwY0 | 23,235 |
| GarettJones | Garett Jones | Author of The Culture Transplant (Stanford UP), reviewed in the WSJ.Chief Economist at Bluechip, the first stablecoin rating agency.Macroeconomist at GMU. | 18,344 |
| NickRiccardi | Nick Riccardi | AP western political writer. Father, hiker, pizza snob, Mets fan. RTs confirm your darkest suspicions. NRiccardi(at)APdotorg. DM for Signal, WhatsApp | 15,233 |
| xenocryptsite | Xenocrypt | Politics, math, etc. GitHub pages page: https://t.co/fBpQtqLvYl Medium: https://t.co/1gnQzJWJQ5Blogspot: https://t.co/ACCsP5BP6R@[email protected] | 9,972 |
| SpecialPuppy1 | Special Puppy 🧦🐵 | I’m not afraid of RUFFhousing.Bernie Sanders-Bill Clinton Democrat. Intriguing, Infuriating, and Completely Baffling | 6,107 |
フォロー数上位10アカウント
| Username | Name | Bio | Followers count |
|---|---|---|---|
| 1zzyzyx1 | Izzy Ⓜ️Ⓜ️ 🏳️🌈🇺🇦 Unidentified Flying Object | Lifelong Democrat, No Lists-He/Him/His. BLM - Voting Rights - Democrats Deliver #MeidasMighty Ⓜ️Ⓜ️ #LiveBlue2022 #FAM46 #BlueCrew https://t.co/ybJY6ZpY7E | 33,184 |
| Analisa_Swan | Analisa Swan 🆘 #DemForce🇺🇦⚖️💛🐝🥁🌹 | Attorney, lifelong resident LA, CA; DNC Biden Delegate CA30; Delegate/Executive Board CADEM AD44. She/Her #DemCastCA #DemsWork4USA #ONEV1 Z2 #wtpBLUE #DemVoice1 | 23,116 |
| xenocryptsite | Xenocrypt | Politics, math, etc. GitHub pages page: https://t.co/fBpQtqLvYl Medium: https://t.co/1gnQzJWJQ5Blogspot: https://t.co/ACCsP5BP6R@[email protected] | 5,773 |
| beardedcrank | The Bearded Crank 🗹 | Polls and Bing Crosby Christmas albums.Weds Nov 4th 2020 my bio changes to "Sherrod would've won"."Lawn signs don't vote" = blocked and reported. | 4,969 |
| JonClem310 | Jon D'France Clemmons | Youtuber, Part Time Stand up comic. OIF Vet, anti-PC . https://t.co/RG9KrCuuJh. | 4,136 |
| low_tex | Helvering Davis | Left Platonist | 3,967 |
| Takuma1700 | Takuma 🇺🇦 | Universal Basic IncomeDrug DecriminalizationEND POVERTY NOWHousing First/ End HomelessnessAlt Voting Systems to FPTPUniv HealthcareF' ALL DICTATORS! | 3,847 |
| sorendayton | Soren Dayton | @protctdemocracy. Husband, cook, runner. Back from India. @uchicago Only speak for myself. And then only sometimes. | 3,132 |
| sl2c | simple complex Lie algebra | mathematically powerful // they/he/she all valid // married to @buttercrispy // my opinions are not that of any company, esp. those named after large numbers | 3,069 |
| Jlrube | Jake Rubinstein | Estimating the Pareto optimal balance of poasting and analysis by trial and error. Polling/Data @hitstrat. #mapoli expat. tweets are my opinion alone. he/his | 2,585 |
最もアクティブなユーザー
| Username | Bio | Number of tweets |
|---|---|---|
| xenocryptsite | Politics, math, etc. GitHub pages page: https://t.co/fBpQtqLvYl Medium: https://t.co/1gnQzJWJQ5Blogspot: https://t.co/ACCsP5BP6R@[email protected] | 15 |
| Nate_Cohn | chief political analyst, @nytimes. writing about elections, public opinion and demographics for @UpshotNYT. polling and needling. PNW expat. | 11 |
| neipate96 | Left Libertarian: More handouts, fewer rules "In the shape rotator by trade, wordcel by heart category" — @nickisafraud | 7 |
| SpecialPuppy1 | I’m not afraid of RUFFhousing.Bernie Sanders-Bill Clinton Democrat. Intriguing, Infuriating, and Completely Baffling | 7 |
| PoliticalKiwi | No poor people in a rich country.Likes politics and maths.he/him | 6 |
| Polit_eurOpines | proud red white and blue Democrat for the downtrodden and forgottenUndeterred I continued postingco/they/he Politics | Maps: @Polit_eur | 5 |
| trumwill | UH/XII/AAC, giant statues, streaming, vaping. // Editor-in-Chief of @ordinarytimemag. Got something to say? My DMs are open. [email protected] (inactive) | 4 |
| 13DaysInOctober | - | 4 |
| KooHo_jin | it's max, gonna make another go at polisci academia, 'til then it's anime/games/LCK | 3 |
| beardedcrank | Polls and Bing Crosby Christmas albums.Weds Nov 4th 2020 my bio changes to "Sherrod would've won"."Lawn signs don't vote" = blocked and reported. | 3 |
日別ツイート数
リツイート数上位10ツイート
| ID | Text | Retweet count |
|---|---|---|
| 1626385028576935936 | @PoliticalKiwi @iabvek @spinons @BirdAppKJ @xenocryptsite @davidshor @lxeagle17 @baseballot @Jamie_from_PI and this is a national phenomenon, btw. we’ve been sitting on this for a while, pending a little more survey data | 2 |
| 1626388888812982272 | @ChrisatPTS @PoliticalKiwi @iabvek @spinons @BirdAppKJ @xenocryptsite @davidshor @lxeagle17 @baseballot @Jamie_from_PI It’s the truth. Maps + making stuff up gets a lot of RTs tho | 2 |
| 1626385792066113537 | @xenocryptsite @PoliticalKiwi @iabvek @spinons @BirdAppKJ @davidshor @lxeagle17 @baseballot @Jamie_from_PI no, not free by that standard. But there’s a lot that’s accessible and I’ve basically seen no one tap into it | 1 |
| 1626386012237701120 | @Nate_Cohn @xenocryptsite @iabvek @spinons @BirdAppKJ @davidshor @lxeagle17 @baseballot @Jamie_from_PI which other states are the easiest to access would you say? Specifically ones that have party reg, I guess. I've looked … | 1 |
| 1626388560000458752 | @PoliticalKiwi @xenocryptsite @iabvek @spinons @BirdAppKJ @davidshor @lxeagle17 @baseballot @Jamie_from_PI depends on what you want to use the data for and whether you feel you need the full file, but I … | 1 |
| 1626384520948682754 | @PoliticalKiwi @iabvek @spinons @BirdAppKJ @xenocryptsite @davidshor @lxeagle17 @baseballot @Jamie_from_PI congrats on being the first person on election Twitter to discover the voter file | 1 |
| 1626386112049446913 | @xenocryptsite @PoliticalKiwi @iabvek @spinons @BirdAppKJ @davidshor @lxeagle17 @baseballot @Jamie_from_PI And NC does have free longitudinal vote history and registration | 1 |
| 1626411840778518533 | @davidshor @PoliticalKiwi @iabvek @spinons @BirdAppKJ @xenocryptsite @lxeagle17 @baseballot @Jamie_from_PI the local max for dem support controlling for race is in the low thirties at this point. when you were concerned … | 1 |
| 1626394283363414016 | @xenocryptsite @Nate_Cohn @PoliticalKiwi @iabvek @spinons @BirdAppKJ @davidshor @baseballot @Jamie_from_PI yeah the biggest obstacle for me is just that those things are quite expensive generally | 0 |
| 1626392325759938561 | @PoliticalKiwi @iabvek @spinons @BirdAppKJ @xenocryptsite @davidshor @Nate_Cohn @lxeagle17 @baseballot @Jamie_from_PI . @AnalyticsEqv looked at unaffiliated voters a few years ago, an interesting read.https://t.co/wX0VrXkivf | 0 |
いいね数上位10ツイート
| ID | Text | Like count |
|---|---|---|
| 1626384520948682754 | @PoliticalKiwi @iabvek @spinons @BirdAppKJ @xenocryptsite @davidshor @lxeagle17 @baseballot @Jamie_from_PI congrats on being the first person on election Twitter to discover the voter file | 25 |
| 1626385028576935936 | @PoliticalKiwi @iabvek @spinons @BirdAppKJ @xenocryptsite @davidshor @lxeagle17 @baseballot @Jamie_from_PI and this is a national phenomenon, btw. we’ve been sitting on this for a while, pending a little more survey data | 19 |
| 1626411840778518533 | @davidshor @PoliticalKiwi @iabvek @spinons @BirdAppKJ @xenocryptsite @lxeagle17 @baseballot @Jamie_from_PI the local max for dem support controlling for race is in the low thirties at this point. when you were concerned … | 16 |
| 1626388888812982272 | @ChrisatPTS @PoliticalKiwi @iabvek @spinons @BirdAppKJ @xenocryptsite @davidshor @lxeagle17 @baseballot @Jamie_from_PI It’s the truth. Maps + making stuff up gets a lot of RTs tho | 13 |
| 1624405249619361794 | @mattyglesias There is a pattern that keeps repeating again and again. @mattyglesias : "We should politically focus on economic issues vs [race, book bans, etc] bc it increases odds of … | 10 |
| 1626408277528530944 | @davidshor @PoliticalKiwi @iabvek @spinons @BirdAppKJ @xenocryptsite @lxeagle17 @baseballot @Jamie_from_PI indeed - i remember your panic about it at the time. but i don't think is just about the lower 20s … | 9 |
| 1627393911017578497 | @davidshor Just gonna hide this comment | 9 |
| 1626388640405266432 | @Nate_Cohn @PoliticalKiwi @iabvek @spinons @BirdAppKJ @xenocryptsite @davidshor @lxeagle17 @baseballot @Jamie_from_PI a few years back someone was asking why more election twitter people aren't hired to do data work and this … | 9 |
| 1626385320898965505 | @PoliticalKiwi @iabvek @spinons @BirdAppKJ @xenocryptsite @davidshor @lxeagle17 @baseballot @Jamie_from_PI not sarcastic | 7 |
| 1626410288672083971 | @Nate_Cohn @davidshor @PoliticalKiwi @iabvek @spinons @BirdAppKJ @xenocryptsite @lxeagle17 @baseballot @Jamie_from_PI The recent Gelman et al AJPS predicts Biden's low presidential approval creates a pro-Republican shift among young people (cohort effect) … | 6 |
使用されている上位言語
トップ10ハッシュタグ
| Hashtag | Count |
|---|---|
| #bidenharris2024 | 2 |
| #blacksare4trump | 2 |
| #whitelivesmatterukarine | 1 |
| #prosegregationcrt | 1 |
| #legalizemarijuana | 1 |
| #trumphateswhites | 1 |
| #trump4prision | 1 |
| #thegophateswhites | 1 |
| #blackshatewhites | 1 |
| #whiteshateblacks | 1 |
トップ10メンション
| Mention | Count |
|---|---|
| @davidshor | 109 |
| @lxeagle17 | 56 |
| @iabvek | 55 |
| @spinons | 55 |
| @birdappkj | 55 |
| @baseballot | 55 |
| @jamie_from_pi | 55 |
| @xenocryptsite | 54 |
| @politicalkiwi | 49 |
| @nate_cohn | 44 |
ツイートのワードクラウド
絵文字分析
ツイートあたりの平均絵文字数:
4
使用された絵文字
| Emoji | Count | Emoji Text |
|---|---|---|
| 🇺🇸 | 2 | United_States |
| 🇺🇦 | 1 | Ukraine |
| 😀 | 1 | grinning_face |
| 🤷♂️ | 1 | man_shrugging |
絵文字グループ
| Emoji Group | Count |
|---|---|
| Flags | 3 |
| Smileys & Emotion | 1 |
| People & Body | 1 |
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