Tweets Analysis - Keyword: @dianaberrent
Overview
Total number of tweets analysed
461
Earliest tweet was on
2023-02-09
Latest tweet was on
2023-02-19
Tweets covering
10 days
Average age of authors' accounts
9 years
Summarization
Many people want to get the Novavax vaccine as a second or later booster but the CDC and FDA are not allowing it due to concerns they have regarding the efficacy and safety of the vaccine. This decision is causing those who are immunocompromised to suffer, as they are blocked from obtaining medical treatment. China and Gilead have options unexplored, but the lack of a viral test and resistance panels makes the process difficult. The fundamental problem seems to be the lack of safety and efficacy data. Others also suggest that the CDC and FDA are blocking the use of Novavax to make money off vulnerable people.
Topic Modeling
- Access to Novavax Vaccine Booster
- Alternatives to Covid-19 Medicine/Treatments
- Impact of Pharmaceutical Companies and Government Regulations on Vaccines
- Cost & Benefits of Vaccines
- Twitter Relationships & Social Impact
Emotional Analysis
The emotions expressed in these tweets range from frustration to confusion to anger. People are frustrated with the CDC and FDA for not allowing Novavax as a second booster, and they don't understand why they are denying it to people. People are also angry that they cannot get the Novavax vaccine and that the CDC and FDA are not providing clear answers. There is also a sense of desperation as people feel they have no other options and are unable to access the medical treatment they need.
Trend Analysis
- Restrictions regarding obtaining Novavax as a vaccine booster.
- Clinical concerns with Novavax for vaccine boosters.
- Collaboration between countries regarding medications treatment of COVID-19
- The efficacy and safety data of new vaccines for COVID-19.
- Suspicion over motives for not wanting individuals to be completely blocking the virus with Novavax.
Types of Tweets
Number of Retweets
84
Percentage of total tweets
18%
Number of Original tweets
4
Percentage of total tweets
0%
Number of tweets that contain Mentions
461
Percentage of total tweets
100%
Number of tweets that were Replies
370
Percentage of total tweets
80%
Number of tweets that were Quotes
29
Percentage of total tweets
6%
Number of tweets that contain Hashtags
20
Percentage of total tweets
4%
Top 5 devices used to tweet
| Source | Count |
|---|---|
| Twitter for iPhone | 195 |
| Twitter Web App | 143 |
| Twitter for Android | 91 |
| Twitter for iPad | 27 |
| TweetDeck Web App | 2 |
What devices were used to tweet
Top 10 accounts with highest followers count
| Username | Name | Bio | Followers count |
|---|---|---|---|
| united | United Airlines | This is the story of an airline, told 280 characters at a time. | 1,171,617 |
| DrEricDing | Eric Feigl-Ding | Epidemiologist & health economist. Fmr 16 yrs @Harvard. Faculty @NECSI & @TheWHN. Health alerts—https://t.co/eNp7gjyhC0 SUBSCRIBE: https://t.co/I6xZVmz79l | 786,354 |
| RVAwonk | Caroline Orr Bueno, Ph.D | ~@rvawonk@newsie.social~ Behavioral Scientist. Postdoc @ UMD. Studying disinformation, cognitive security, mediated communication, crises. Opinions are mine. | 455,401 |
| PeterHotez | Prof Peter Hotez MD PhD | Vaccine Scientist-Author-Combat Antiscience @bcmhouston Professor Pediatrics Molecular Virology, @bcm_tropmed Dean, @TexasChildrens Chair in Tropical Pediatrics | 332,698 |
| pkedrosky | Paul Kedrosky | Ancient amateur & meh athlete. Partner at https://t.co/9bw1gDao60. Research fellow at MIT IDE. Mailing list at https://t.co/m8RyQMF8eU. Also @paul@paulkedrosky.com. | 273,451 |
| matthewherper | Matthew Herper | Writing and events at STAT. This is biology's century; Every data point has a face. ‘21 Polk Award.Mastodon: @matthewherper@federate.social | 111,081 |
| drgurner | Dr. Julie Gurner | Executive Performance Coach. Doc of Psych. Compared to Wendy Rhoades of "Billions" by The Wall St Journal. Newsletter: https://t.co/EH1oxypq9r Client Inquiry: ⬇ | 93,366 |
| Wolfe321 | Lauren Wolfe | Journalist. Chills: https://t.co/sVUdAk32mD. Come for the firing, stay for the quality dog content. NYU Journalism prof. Mastodon: https://t.co/1S3PxjWSaY | 78,743 |
| LukeDashjr | @LukeDashjr@BitcoinHackers.org on Mastodon | Roman #Catholic*, husband, father of 8 children, and #Bitcoin Core developer; INTP (*the pedos who took over Vatican City are NOT Catholic)Mastodon preferred! | 60,592 |
| mackinprof | Stuart Phillips (he/him) | Dad, Husband, Leafs fan, Professor, Tier 1 @CRC_CRC, @McMasterU, Opinions mine. Scholar: https://t.co/9FZmrkltUw. Linktree: https://t.co/6w6NWx9M6p | 49,173 |
Top 10 accounts with highest friends count
| Username | Name | Bio | Followers count |
|---|---|---|---|
| united | United Airlines | This is the story of an airline, told 280 characters at a time. | 40,417 |
| abigailstern1 | abigail stern- artist | artist;@ahandvanish @lauramiers @doctorasadkhan @zalaly @DrEricDing,@calirunnerdoc,@drclairetaylor, https://t.co/rMfx9EPA0s, https://t.co/0VdYxJMIYy | 28,477 |
| halladayfan32 | matt harvey | i am a huge jays fan i live my life with aspergers i am 41 I am not baltimore minor or major league pitcher matt Harvey #icanhelp #proudtwotimeuncle (he/him) | 21,516 |
| PrettyGonzo | Pretty Gonzo 🌻🐦🎶🌻🐈🌿🌊 | PrettyGonzo is my jewelry shop, named for my sweet rescue cat Gonzo.🐱 Visitors welcome! We ❤️ art, film, poetry, history, music & support 🏳️🌈🌊 ☮️ | 20,570 |
| kate13luna | Kate Luna 💙💙 🌊🌊🌊 | bluecrew, equality, mybodymyrights, married, cancer survivor, Democrat, bluewave,Do no harm but take no sh!t. Do not push your Christianity on me. | 18,915 |
| StoneColdPillar | Stone Cold Pillar | Vote like your life depends on it. At the very least, the future of the planet does.🌎 Democracy. Climate Change. COVID safe. https://t.co/qDR93bFagI | 15,343 |
| aliner | Alina Stefanescu | poet. writer. editor. reviewer. translator. corrupted bibliomaniac. romanian-alabamian. hybrid in she/her dreams. self-deleting. self-ghosting. | 12,354 |
| ByZen | 🇺🇸🌊ByZen 📚💭🗣 Sapere Aude 🌊🏳️🌈 | Prove It! #FBR #RESIST #BLM Prosecute Sedition! Radical Moderate! Techno, Politico, Glassblo, Wordologico.. Protect Roe/Privacy! he/him @ByZenAZ on Post | 12,201 |
| DrEricDing | Eric Feigl-Ding | Epidemiologist & health economist. Fmr 16 yrs @Harvard. Faculty @NECSI & @TheWHN. Health alerts—https://t.co/eNp7gjyhC0 SUBSCRIBE: https://t.co/I6xZVmz79l | 12,058 |
| ElizabethEThorp | Elizabeth Thorp | Single mom. PR person. Former: @CapitolFileMag, @PYPO. @HouseofCards. Tweets are mine, and are not the views of my dog, teens or employer. Especially the teens. | 7,737 |
Most active users
| Username | Bio | Number of tweets |
|---|---|---|
| msimonson19 | Writer. Published in @mad_in_america and @reason. PR flack by day. | 41 |
| greg_travis | Where am I? Rhymes with "toast." Also can be found on a large woolly animal that is mammoth and extinct | 30 |
| dbdugger | Founder of SAND Scan | 16 |
| Ellen_Lee3 | Disabilities Advocate, Teacher, Writer, and Lover of all things Labrador Retriever. Not necessarily in that order. | 12 |
| oneninefive1953 | Less is more ... | 9 |
| thereal_truther | Forever #TeamReality. Unofficial fact-checker of @alexberenson, @stkirsch & @EthicalSkeptic. #DiedSuddenly is a scam. | 7 |
| darylgibson | Dosimetry Physics MSc USyd Sydney Radiological Health Physics BSc UMass Lowell I hope daz eventually gets covid, it's mild, he realises it's not a problem | 7 |
| Babydoll921961 | Love our country and want what's best for it and all in it. Happily married (most of the time) with 4 strong boys! We need change & quick. #stoptheshots | 7 |
| tempusviators | Misanthrope, enjoy reading about astro & quantum physics & hunting accidents. Medical & legal bkgnd, pro choice, church/state separation, I trust dogs & kids | 7 |
| MamurphyMaureen | 🤓 Grumpy Opinion Lady Empress of Law Dictionaries #PizzaRatVerified | 5 |
Tweets per day
Top 10 tweets with highest Retweet count
| ID | Text | Retweet count |
|---|---|---|
| 1627003249013161995 | @dianaberrent @cdc Seems cdc and fda doesn’t want it allowed as a booster except after primary. | 7 |
| 1626791243790315521 | @dianaberrent @CDCgov Damn it! There is no clinical reason to distinguish between 2 and 3 mRNA vaccines. After my reaction to the last one, I do not want another mRNA shot. No Vax for over a year. Please #CDC #FDA let me have #Novavax | 7 |
| 1626788159253282816 | @dianaberrent @Friesein @CDCgov Not good enough! In other countries people are getting #Novavax without restrictions like that and no one is having issues from it. Give it to anyone who wants it! | 4 |
| 1623815477049888771 | @dianaberrent Ugh, just give those of us who are immunocompromised a chance at a life; and at obtaining the medical treatment we need. At this rate, I cannot even teach safely, so how am I supposed to live? I need an income. What does @POTUS care, he’s set. | 3 |
| 1624972116998164481 | @dianaberrent There are plenty of options that remain unexplored, and the lack of a viral load test and resistance panel, frustrates the entire process. | 3 |
| 1626271867647721473 | @dianaberrent How big of a spike do you think we'll have to see before they give the okay to get another omicron booster shot? I got mine in Sept and I'm starting to worry. | 3 |
| 1624972455101038593 | @dianaberrent China has repurposed a Nucleoside Reverse Transcriptase Inhibitor. Gilead has two. Additionally, their integrase inhibitors have proven to exert virologic control, with bictegravir demonstrating the highest binding affinity. | 2 |
| 1624537429754490881 | @TNCourtney @PTF_org @EricTopol @US_FDA @CNN @LongCovidFam @AnciraBecky @TheWHN @Survivor_Corps @dianaberrent @MsJulieSLam "Several studies have found that children infected with SARS-CoV-2 are considerably less likely to have a positive PCR test result than adults...with up to 90% of cases being missed189,190." ( Box1: Long COVID in children) Source: https://t.co/hMtRcGqhNV | 2 |
| 1626762018534621184 | @dianaberrent @WesElyMD @CDCgov Come on CDC!! Can’t get it for a 2nd booster??? There are THOUSANDS of people that would do use Novavax for their 2nd!!! | 2 |
| 1625224863253143565 | @dianaberrent Quinolines-Based SARS-CoV-2 3CLpro and RdRp Inhibitors and Spike-RBD-ACE2 Inhibitor for Drug-Repurposing Against COVID-19: An in silico Analysis. https://t.co/w41tRWbdS3 | 2 |
Top 10 tweets with highest Like count
| ID | Text | Like count |
|---|---|---|
| 1626762018534621184 | @dianaberrent @WesElyMD @CDCgov Come on CDC!! Can’t get it for a 2nd booster??? There are THOUSANDS of people that would do use Novavax for their 2nd!!! | 52 |
| 1627003249013161995 | @dianaberrent @cdc Seems cdc and fda doesn’t want it allowed as a booster except after primary. | 39 |
| 1626757914445611008 | @dianaberrent @CDCgov Seems overly complicated. What are their primary concerns with this vaccine? | 34 |
| 1626757417383120897 | @dianaberrent @CDCgov I don't understand why they're denying it to people as their second or later booster. It's very odd. | 28 |
| 1626791243790315521 | @dianaberrent @CDCgov Damn it! There is no clinical reason to distinguish between 2 and 3 mRNA vaccines. After my reaction to the last one, I do not want another mRNA shot. No Vax for over a year. Please #CDC #FDA let me have #Novavax | 21 |
| 1626788159253282816 | @dianaberrent @Friesein @CDCgov Not good enough! In other countries people are getting #Novavax without restrictions like that and no one is having issues from it. Give it to anyone who wants it! | 20 |
| 1626772504323710977 | @dianaberrent @ValerieJay16 @CDCgov What many want is a new primary series w novavax as well. Also u will have pharmacies fight u on using it if u had 3 mrna prior sadly. | 18 |
| 1626759821956460545 | @dianaberrent @CDCgov Ugh. I had an allergic reaction to the 1st dose of Moderna. I just want Novavax and I still don't qualify. 😩 | 16 |
| 1625161775787175938 | @dianaberrent Absolutely! | 16 |
| 1626759581538959362 | @RickABright @dianaberrent @CDCgov Agreed. I have gotten 2 boosters (but not bivalent) and would really like to get Novavax. They need to explain why it’s ok as primary booster but not thereafter. | 13 |
Top 3 Languages Used In Tweets
Top 10 Hashtags used
| Hashtag | Count |
|---|---|
| #novavax | 6 |
| #longcovid | 6 |
| #cdc | 2 |
| #fda | 2 |
| #staysafe | 2 |
| #covid | 2 |
| #n95look | 2 |
| #masking | 2 |
| #newprofiiepic | 1 |
| #oldpic | 1 |
Top 10 Hashtags Used In Tweets
Top 10 mentions
| Mention | Count |
|---|---|
| @dianaberrent | 464 |
| @jamessurowiecki | 95 |
| @flyerthanicarus | 95 |
| @loretta_torrago | 95 |
| @davidzweig | 95 |
| @dkthomp | 95 |
| @bethanymac12 | 95 |
| @thehowie | 95 |
| @dwallacewells | 95 |
| @prider1980 | 95 |
Top 10 mentions
Wordcloud of Tweets
Emojis
Average number of emojis used per tweet
16
Emojis used in tweets
| Emoji | Count | Emoji Text |
|---|---|---|
| 🤣 | 8 | rolling_on_the_floor_laughing |
| ❤️ | 8 | red_heart |
| 💪🏻 | 6 | flexed_biceps_light_skin_tone |
| 🙏 | 3 | folded_hands |
| 😂 | 3 | face_with_tears_of_joy |
| 👏🏽 | 3 | clapping_hands_medium_skin_tone |
| 😊 | 3 | smiling_face_with_smiling_eyes |
| 😝 | 3 | squinting_face_with_tongue |
| 👇 | 3 | backhand_index_pointing_down |
| 🧵 | 3 | thread |
Emojis groups
| Emoji Group | Count |
|---|---|
| Smileys & Emotion | 46 |
| People & Body | 21 |
| Activities | 3 |
| Travel & Places | 2 |
| Objects | 1 |
| Animals & Nature | 1 |