Tweets Analysis - Keyword: @joy4ok
Overview
Total number of tweets analysed
90
Earliest tweet was on
2023-03-17
Latest tweet was on
2023-03-25
Tweets covering
7 days
Average age of authors' accounts
8 years
Summarization
The tweets discuss various issues related to education in Oklahoma, including allegations of lying, bullying and corruption among officials. There is also criticism of the state superintendent and claims about control over the retirement system. The tweets also touch on controversy surrounding banned books and policies for handling objectionable material in schools. Overall, the tweets are focused on criticism and discussion of educational policies and practices in Oklahoma.
Topic Modeling
- Education Policy and Management
- Political Partisanship and Ideology
- Book Censorship and Academic Freedom
- Personal Attacks and Online Bullying
- Investment and Financial Markets
Emotional Analysis
The tweets express a range of negative emotions such as anger, frustration, and disgust towards individuals involved in the education system in Oklahoma. There are accusations of lying, bullying, and corrupt behavior. The tweets also express concern about policies and procedures in place and the treatment of teachers and librarians. Overall, the emotions expressed in these tweets are largely negative and critical of the education system in Oklahoma.
Trend Analysis
- Personal attacks and accusations against individuals such as Jay from @JG_SBALending, Joy Hofmeister, and Ryan Walters
- Criticisms of the education system in Oklahoma, including issues related to school materials and policies
- Discussions around politics, including references to President Trump and the GOP playbook
- Questions and debates about specific policies and procedures at the Oklahoma State Department of Education
- Concerns over misinformation and lack of transparency in the education system
Types of Tweets
Number of Retweets
18
Percentage of total tweets
20%
Number of Original tweets
2
Percentage of total tweets
2%
Number of tweets that contain Mentions
90
Percentage of total tweets
100%
Number of tweets that were Replies
72
Percentage of total tweets
80%
Number of tweets that were Quotes
23
Percentage of total tweets
25%
Number of tweets that contain Hashtags
9
Percentage of total tweets
10%
Top 5 devices used to tweet
| Source | Count |
|---|---|
| Twitter for iPhone | 39 |
| Twitter Web App | 36 |
| Twitter for Android | 12 |
| Twitter for iPad | 3 |
What devices were used to tweet
Top 10 accounts with highest followers count
| Username | Name | Bio | Followers count |
|---|---|---|---|
| BryanDawsonUSA | Bryan Dawson🇺🇸 | “Radical Right=Radical Left=Radically Wrong.” Disinformation betrays all who fought for freedom #IAmJohnBrown #GunOwnerForGunReform #TrickleUp #StumpARepublican | 96,225 |
| Cultiv8Hope | OKC 405 411 Diana Winslow MSW | information on rule of evidence called #unfounding in reporting of #missingpersons #policy #custom and #law | 13,354 |
| OklahomaCovid | COVID-19 in Oklahoma... | A Trusted Source for Oklahoma Information... This work supported by people like you. DONATE TODAY - https://t.co/q3714beF9T | 12,077 |
| wsuares | Wendy Suares | Evening anchor at KOKH FOX 25. @emersoncollege. I tweet a lot about government, corruption, journalism, and public Ed. Also things that personally amuse me. 😊 | 9,225 |
| ClaudiaSwisher | Claudia Swisher voted 4 Joy & Jena & Jacob | Proud NBCT. I've retired after 44-1/2 yrs. I've taught in 3 states, in 7 schools, for 10 principals, grades K-12 in public education. I am a teacher. | 4,238 |
| CamSpradling | Cameron Spradling, Attorney & Counselor at Law | Civil rights attorney in OKC fighting the bullies who use their power to deprive others of their Constitutional rights. https://t.co/dEPvDWAZZh | 3,639 |
| afugate | Andy Fugate 🇺🇦 for OK House District 94 | Husband, father, Christ follower, technology leader, musician, incumbent candidate for OK House District 94. #okleg | 2,661 |
| dirt_grandma | RedDirtGrandma | I imagine 1 of the reasons people cling to their hates so stubbornly is because they sense, once hate is gone, they will be forced to deal with pain. J. Baldwin | 2,451 |
| DJRiter | DJC | Loves books, superheroes,movies,TV, sports. Writer @SpoilerTV #TheWayHome #DanversSisters #ElMayarah #GirlofSteel #Warehouse13 | 2,027 |
| leighgarrisonok | Resistance is not futile | Big dog lover/rescuer; #resist | 1,378 |
Top 10 accounts with highest friends count
| Username | Name | Bio | Followers count |
|---|---|---|---|
| BryanDawsonUSA | Bryan Dawson🇺🇸 | “Radical Right=Radical Left=Radically Wrong.” Disinformation betrays all who fought for freedom #IAmJohnBrown #GunOwnerForGunReform #TrickleUp #StumpARepublican | 52,146 |
| Cultiv8Hope | OKC 405 411 Diana Winslow MSW | information on rule of evidence called #unfounding in reporting of #missingpersons #policy #custom and #law | 14,467 |
| no2hitting | George Edgar Worley ☮️ | Children's Advocate working to End Corporal Punishment/Hitting of Children 5-18 years old K-12 in U.S. Public Schools | 4,998 |
| dirt_grandma | RedDirtGrandma | I imagine 1 of the reasons people cling to their hates so stubbornly is because they sense, once hate is gone, they will be forced to deal with pain. J. Baldwin | 4,292 |
| wsuares | Wendy Suares | Evening anchor at KOKH FOX 25. @emersoncollege. I tweet a lot about government, corruption, journalism, and public Ed. Also things that personally amuse me. 😊 | 4,196 |
| BackRoads775 | € | New to Oklahoma. Gym Rat. Love the high desert of Nevada. Maker of Art. Under Construction 🚧 Blocked by @michaelavenatti @shaunking | 3,761 |
| ClaudiaSwisher | Claudia Swisher voted 4 Joy & Jena & Jacob | Proud NBCT. I've retired after 44-1/2 yrs. I've taught in 3 states, in 7 schools, for 10 principals, grades K-12 in public education. I am a teacher. | 2,941 |
| leighgarrisonok | Resistance is not futile | Big dog lover/rescuer; #resist | 2,439 |
| OklahomaCovid | COVID-19 in Oklahoma... | A Trusted Source for Oklahoma Information... This work supported by people like you. DONATE TODAY - https://t.co/q3714beF9T | 2,404 |
| CamSpradling | Cameron Spradling, Attorney & Counselor at Law | Civil rights attorney in OKC fighting the bullies who use their power to deprive others of their Constitutional rights. https://t.co/dEPvDWAZZh | 2,355 |
Most active users
| Username | Bio | Number of tweets |
|---|---|---|
| no2hitting | Children's Advocate working to End Corporal Punishment/Hitting of Children 5-18 years old K-12 in U.S. Public Schools | 22 |
| JulieWorley14 | Children's advocate working since Feb 2008 to End Corporal Punishment HITTING students Pre-K-12 in US Schools as pain punishment. | 12 |
| JDRoss1982 | All tweets are my own. | 6 |
| LesSummers5 | I'm a blessed mess and I love my family MTATSITSTIAB,S! Tweets are my own and don't necessarily reflect the thoughts of my loved ones ;-) | 5 |
| ClaudiaSwisher | Proud NBCT. I've retired after 44-1/2 yrs. I've taught in 3 states, in 7 schools, for 10 principals, grades K-12 in public education. I am a teacher. | 4 |
| ProjectRedMan | Independent journalist investigating Oklahoma and Native American issues. https://t.co/qEcyRGVO9Q | 3 |
| cpembrook7589 | - | 3 |
| CamSpradling | Civil rights attorney in OKC fighting the bullies who use their power to deprive others of their Constitutional rights. https://t.co/dEPvDWAZZh | 3 |
| Ohemgeeitsalys1 | Just a descendant of Yaqui Royalty living in Oklahoma. Trust me…it’s worse than you think. | 2 |
| OklahomaCovid | A Trusted Source for Oklahoma Information... This work supported by people like you. DONATE TODAY - https://t.co/q3714beF9T | 2 |
Tweets per day
Top 10 tweets with highest Retweet count
| ID | Text | Retweet count |
|---|---|---|
| 1637909163945631746 | @JG_SBALending @joy4ok @RyanWaltersSupt Jay, are you okay? Is it typical to just make up things about people and tweet them? Is this who you are? I could tell you all about how I have zero trust fund, and my father died before I turned 16, but I guess that ruins your hateful little narrative. This is why you're muted. | 5 |
| 1637117183410024449 | @no2hitting @48hours @CBSNews @EFMoriarty @TheOklahoman_ @talleyhouse33 @joy4ok @OKPolicy @McAlesterNews @tulsaworld @kfor @koconews @splcenter @SenSanders @IDRAedu @people @SecCardona @NDRNadvocates @BobbyScott @RepDonBeyer @NPRJoeShapiro @COPAA @NationalAutism @TheArcUS @AP @ChrisMurphyCT https://t.co/bHPumEuKpX | 4 |
| 1638001629684178944 | @JG_SBALending @joy4ok @wsuares @RyanWaltersSupt This is entirely inaccurate. OTRS has its own board and is not directed by the State Superintendent or the Department. See below OTRS https://t.co/EfV9pwHtj0 | 2 |
| 1637996388259618817 | @JG_SBALending @joy4ok @wsuares @RyanWaltersSupt Blatant lie, Joy Hofmeister had/has no control over the retirement system! Actually Stitt had more control through his appointees than anyone else! | 1 |
| 1638126464183812096 | @JG_SBALending @joy4ok @wsuares @RyanWaltersSupt We would take Joy back and do back flips we were so glad. Be lucky if Walters makes it the entire school year. Lots of interesting pics coming out these days. He seems scared to engage w real educators on the issues facing todays students. Only acts normal when aroung far right. | 1 |
| 1637846926413504512 | #Oklahoma Teachers Retirement $19.6 billion funds declined 22% under @joy4ok 🙋🏽♂️ and last FY lost 9.5%. Joy buddy @wsuares criticize @RyanWaltersSupt other non educational issues. Poor teachers in Oklahoma, you know she’s living off her grandparents TRUST funds. #TrustFundWendy | 1 |
| 1637834856464896001 | @no2hitting @48hours @CBSNews @EFMoriarty @TheOklahoman_ @talleyhouse33 @joy4ok @OKPolicy @McAlesterNews @tulsaworld @kfor @koconews @splcenter @SenSanders @IDRAedu @people @SecCardona @NDRNadvocates @BobbyScott @RepDonBeyer @NPRJoeShapiro @COPAA @NationalAutism @TheArcUS @AP @ChrisMurphyCT https://t.co/Ixcxt21a0Y | 1 |
| 1639001371184881665 | @JulieWorley14 @48hours @CBSNews @EFMoriarty @TheOklahoman_ @talleyhouse33 @joy4ok @OKPolicy @McAlesterNews @tulsaworld @kfor @koconews @splcenter @SenSanders @IDRAedu @people @SecCardona @NDRNadvocates @BobbyScott @RepDonBeyer @NPRJoeShapiro @COPAA @NationalAutism @TheArcUS @AP @ChrisMurphyCT @enidnews https://t.co/aHtLc960kx | 1 |
| 1637928214361255939 | @JG_SBALending @joy4ok @wsuares @RyanWaltersSupt More bullying eh? You don’t like Wendy shedding light on your corrupt “buddies” so you attack her personally? Make you feel big? Only after Trump did the GOP playbook ad the bully play. You plant corn, you get corn. @wsuares @oksde | 1 |
| 1637451317311406081 | @JulieWorley14 @48hours @CBSNews @EFMoriarty @TheOklahoman_ @talleyhouse33 @joy4ok @OKPolicy @McAlesterNews @tulsaworld @kfor @koconews @splcenter @SenSanders @IDRAedu @people @SecCardona @NDRNadvocates @BobbyScott @RepDonBeyer @NPRJoeShapiro @COPAA @NationalAutism @TheArcUS @AP @ChrisMurphyCT @enidnews @denverpost @ChalkbeatCO @SenSanders @thenation @NobelPrize @NDRNadvocates @COPAA @NationalAutism @TheArcUS @The_APSAC @maiasz @propublica @IDRAedu @ChrisMurphyCT #HR3836 to Abolish Corporal Punishment of Children in America’s Schools @Reuters @talleyhouse33 @POTUS @AP https://t.co/qn625UiAeV | 1 |
Top 10 tweets with highest Like count
| ID | Text | Like count |
|---|---|---|
| 1637909163945631746 | @JG_SBALending @joy4ok @RyanWaltersSupt Jay, are you okay? Is it typical to just make up things about people and tweet them? Is this who you are? I could tell you all about how I have zero trust fund, and my father died before I turned 16, but I guess that ruins your hateful little narrative. This is why you're muted. | 124 |
| 1637909256740524032 | @JG_SBALending @joy4ok @RyanWaltersSupt and the hashtag too. Absolute garbage. You should be ashamed of yourself. | 42 |
| 1639045686153957376 | @ProjectRedMan @RyanWaltersSupt @joy4ok Not one school has been found to contain any of the materials Walters is lying about. Any other time he is quick to name drop but for this, he can’t name a single school? He’s a liar and severely unqualified for the job. | 12 |
| 1637912326148964353 | @JG_SBALending @joy4ok @wsuares @RyanWaltersSupt The stock market for FY22 was down almost the same percent. It might be good to view things at a macro level rather than a rage induced micro level. | 11 |
| 1637925091479810048 | @JG_SBALending @joy4ok @wsuares @RyanWaltersSupt Guess you haven't paid any attention to the stock market the last few years. | 10 |
| 1637914054885777408 | @JG_SBALending @joy4ok @wsuares @RyanWaltersSupt https://t.co/cJZJkMCdyb | 7 |
| 1637917298139824131 | @JG_SBALending @joy4ok @wsuares @RyanWaltersSupt Jay, do your homework your friend is a loser. If you can’t get this shit right, I feel sorry for anybody that invests with you. Lol why don’t any of Ryan’s friends like women??? | 7 |
| 1637973380145061888 | @JG_SBALending @joy4ok @wsuares @RyanWaltersSupt Does anyone know where RW is? Missed the meetings last week, no comment on corporal punishment for kids with disabilities, also doesn’t attend CEQA meetings. Aren’t those educational issues? | 6 |
| 1637928214361255939 | @JG_SBALending @joy4ok @wsuares @RyanWaltersSupt More bullying eh? You don’t like Wendy shedding light on your corrupt “buddies” so you attack her personally? Make you feel big? Only after Trump did the GOP playbook ad the bully play. You plant corn, you get corn. @wsuares @oksde | 5 |
| 1639661648628654085 | @LesSummers5 @jamidcole @joy4ok @oksde @ClaudiaSwisher They are either inside the @oksde and not ready to come out as whistleblowers or they have moved to a different area such as the A/G’s office and are laying low or they are on the outside and afraid of retaliation by a Republican controlled @oksde or government. It’s Trump-like! https://t.co/SUFPgb6g9F | 5 |
Top 3 Languages Used In Tweets
Top 10 Hashtags used
| Hashtag | Count |
|---|---|
| #hr3836 | 5 |
| #oklahoma | 3 |
| #trustfundwendy | 2 |
| #visitseedo | 1 |
| #schools | 1 |
| #adversechildhoodexp | 1 |
| #aces | 1 |
| #s | 1 |
| #corporalpunishment | 1 |
| #violence | 1 |
Top 10 Hashtags Used In Tweets
Top 10 mentions
| Mention | Count |
|---|---|
| @joy4ok | 90 |
| @ryanwalterssupt | 40 |
| @kfor | 34 |
| @wsuares | 34 |
| @sensanders | 33 |
| @tulsaworld | 33 |
| @jg_sbalending | 33 |
| @koconews | 32 |
| @talleyhouse33 | 32 |
| @ndrnadvocates | 31 |
Top 10 mentions
Wordcloud of Tweets
Emojis
Average number of emojis used per tweet
25
Emojis used in tweets
| Emoji | Count | Emoji Text |
|---|---|---|
| 😂 | 12 | face_with_tears_of_joy |
| 🙄 | 6 | face_with_rolling_eyes |
| 🙋🏽♂️ | 2 | man_raising_hand_medium_skin_tone |
| 🤔 | 1 | thinking_face |
| 🤷♀️ | 1 | woman_shrugging |
| ⬆️ | 1 | up_arrow |
Emojis groups
| Emoji Group | Count |
|---|---|
| Smileys & Emotion | 19 |
| People & Body | 3 |
| Symbols | 1 |