Tweets Analysis - Keyword: @dr_kkjetelina
Overview
Total number of tweets analysed
573
Earliest tweet was on
2023-02-11
Latest tweet was on
2023-02-21
Tweets covering
10 days
Average age of authors' accounts
6 years
Summarization
Dr. KK Jetelina and K. Panthagani explain the lack of scientific evidence for the claim that COVID-19 vaccines cause sudden deaths. Various charts, graphs and analyses are being confounded and misinterpreted or used to misinform people. Dr. Jetelina also discusses preparing for the possibility of H5N1 jumping to humans without overreacting, while Dr. Jetelina, David Quammen, and Tim Caulfield are among those detailing the importance of making the process of getting vaccinated easier. Despite these efforts, there are still people claiming that the vaccine is dangerous and causing thousands of people to be injured or dead.
Topic Modeling
- Vaccines and safety
- VAERS and deaths
- Vaccination protocols
- Avian flu
- Misinformation campaigns
Emotional Analysis
The emotions expressed in these tweets are largely of disbelief, anger, and distrust. People are questioning the facts and figures around the COVID-19 vaccines, particularly regarding sudden deaths and the efficacy of the vaccine. They are also expressing doubt and mistrust in the information provided by health officials, citing the sudden deaths of these officials as evidence of a possible cover-up. Additionally, some of the tweets express frustration at the difficulty of getting vaccinated, as well as fear and anxiety at the potential of the avian flu jumping to humans.
Trend Analysis
- Separating Fact from Fiction in Vaccine-related Sudden Deaths
- Misleading Chart Representations
- Safety and Risks of Vaccines
- Likelihood of Avian Flu Jumping to Humans
- Annual Vaccination Preparations
Types of Tweets
Number of Retweets
63
Percentage of total tweets
10%
Number of Original tweets
31
Percentage of total tweets
5%
Number of tweets that contain Mentions
573
Percentage of total tweets
100%
Number of tweets that were Replies
473
Percentage of total tweets
82%
Number of tweets that were Quotes
24
Percentage of total tweets
4%
Number of tweets that contain Hashtags
26
Percentage of total tweets
4%
Top 5 devices used to tweet
| Source | Count |
|---|---|
| Twitter for iPhone | 233 |
| Twitter Web App | 204 |
| Twitter for Android | 112 |
| Twitter for iPad | 16 |
| TweetDeck Web App | 4 |
What devices were used to tweet
Top 10 accounts with highest followers count
| Username | Name | Bio | Followers count |
|---|---|---|---|
| MackayIM | ɪᴀɴ ᴍ. ᴍᴀᴄᴋᴀʏ, ᴘʜᴅ 🦠🤧🧬🥼🦟🧀 | virologist. husband. dad. reader. writer. fixer. bad typist. learner. in no order. opinions mine alone. Also here-https://t.co/KMyCSWJNku | 123,658 |
| MelissaOnline | Melissa Stewart | Founder @sheownsitco #Nashville. Purveyor of Possibility. Mindset + Business Coach. #Entrepreneur Encourager. #Coffee Enabler. Just. Get. Started. | 122,015 |
| celinegounder | Céline Gounder, MD, ScM, FIDSA 🇺🇦 | Medicine/Infectious Disease/Epidemiology/@KFF @KHNews Senior Fellow & Editor-at-Large for Public Health/@CBSNews contributor/@NYUGrossman prof/@BellevueHosp doc | 115,698 |
| meganranney | Megan Ranney MD MPH 🌻 | I fix problems and promote health 🔸️Deputy Dean @brown_sph 🔸️ER doc @Brown_Emergency🔸️Director @BrownDigiHealth🔸️ Cofounder @researchaffirm #ThisIsOurLane | 114,421 |
| jeremyfaust | Jeremy Faust MD MS (ER physician) | ⚕️Health Policy/Public Health https://t.co/H2noMmYblO @BrighamWomens @HarvardMed @foampodcast✍️Editor-in-Chief: @medpagetoday 🎵Director: @longwoodchorus | 102,312 |
| vonbrauckmann | Patrick Brauckmann 🕉️ | Originally from 🕉Brahman, Grateful but non-local. #endspeciesism, Author of Space and Time. Brahma satyam jagat-mithyä jivo brahmaiva näparah. 🕉 | 102,067 |
| CaulfieldTim | Timothy Caulfield | Professor of health law and science policy, author, speaker, and TV host. #GoScience #ScienceUpFirst Instagram: https://t.co/HOSnxf13B4 | 86,160 |
| intelligencer | Intelligencer | Intelligence, in every sense of the word. An @NYMag site. Subscribe here: https://t.co/6AlhoKeZ1b Get our daily newsletter: https://t.co/0jgEw13jz5 | 79,879 |
| syramadad | Dr. Syra Madad | Epidemiologist ▪️ Biosecurity Advisor ▪️Sr Director Special Pathogens @NYCHealthSystem▪️Faculty @TheNETEC @BUCEID▪️Fellow @BelferCenter | 69,825 |
| USMortality | Ben | Silicon Valley Software Engineer 💻 | Pro Free Speech 😶 | First Do No Harm 🩺 🌎 https://t.co/H3lPZ8oWyC | 🇺🇸 https://t.co/aWMrw5kym0 | 🇩🇪 https://t.co/RZtnVRW8gu | 47,238 |
Top 10 accounts with highest friends count
| Username | Name | Bio | Followers count |
|---|---|---|---|
| MelissaOnline | Melissa Stewart | Founder @sheownsitco #Nashville. Purveyor of Possibility. Mindset + Business Coach. #Entrepreneur Encourager. #Coffee Enabler. Just. Get. Started. | 67,641 |
| KumarAGarg | Kumar Garg | 8 yrs @WHOSTP44, and now working to advance science and tech through philanthropy, policy, and partnerships. | 47,002 |
| LatteLoveBrew1 | Derek M | Latte Love Brew | #I #Follow #Back #100% Multilingual lover of life and all things coffee! The perfect way to start a day. Owner of https://t.co/i9jWD1g4xe | 18,848 |
| BasuAshis | Ashis Basu | Knowledge is Power. Share It. | 13,615 |
| FreeUs551 | Truth is Freedom 🇺🇸 🇺🇸 🇺🇸 GOD FAMILY COUNTRY | Patriot, I love the Constitution. 🇺🇸 1776 Lefties, my profile pic is of a murdered American, Kate Steinle. | 10,308 |
| Miti_Vigliero | Mitì Vigliero | Una Placida "Scrittora" che ama la Storia, le Storie Piccole, la Cucina, Genova, la Granda, le Usanze e le Memorie https://t.co/kGsdxL2MqH | 9,934 |
| virario3 | 💙💙 Vivi 💙💙 | 🤖 🌷TULIP🌷 Amazing Grace !...❤️ | 8,951 |
| jayne_martin62 | MommasBlue | •AngelmanSyndrome•Autism •Epilepsy•COTA/L•GoodTrouble •RadicalSocialistHumanitarian •FBR•DrCole💉😷♿️🐶🐱🐴🧁🍦☕️🍷🎶⚖️🌈✊🏿🌎🍀☮️💞🌊💙 🚫DM🚫MAGA | 8,101 |
| br00t4c | 🌊 Peter Taylor 💙 🌎 | Salty commentary all day. Opinionated. Woke. #ANTIFASCIST #BLACKLIVESMATTER #FBPA #FBPE #FBR #FBRPARTY #IFB #PROCHOICE #PROGRESSIVE #SCIENCE #RESISTERS #WOKEAF | 7,030 |
| clancynewyork | Eileen Clancy | Big hard questions | Scholarly infrastructure | History of science & computing | M.A. student on hiatus | Archivist | Overly helpful | Ex-collaborating @zeynep | 6,515 |
Most active users
| Username | Bio | Number of tweets |
|---|---|---|
| jsm2334 | Pepper Professor of Public Health & Preventative Medicine; Biostats, Stats & Data Science, UPenn; lifelong learner & truth seeker; Views my own & not employer’s | 18 |
| 1791lolo | - | 15 |
| JonathanRueb | I like tennis, football, chess, and skating (inline/ice). Interested in data & stats. Likes/RTs may be bookmarks | 12 |
| NiusMarco | Luthier-Ingénieur en génétique microbienne- musicien -enseignant Pas de #spike , Pas de chocolat | 10 |
| ssholes__elbows | Perversely, some people think freedom of speech is a threat to democracy! - I block 🇺🇦 Ukrainiacs and 🌈 Rainbow bios. This is an entertainment account. | 9 |
| mjtimber2 | Dad. Husband. Materials scientist. Pseudo Contractor. @OhioState & @UMich, Big pharma ask/pay you to lie? Learn about Qui Tam whistleblowing! | 9 |
| PugslyT | - | 8 |
| djchicus | NYC refugee | 8 |
| DarkHorseRider4 | - | 7 |
| RB84509962 | - | 6 |
Tweets per day
Top 10 tweets with highest Retweet count
| ID | Text | Retweet count |
|---|---|---|
| 1625146538036191233 | COVID-19 vaccines & sudden deaths: Separating fact from fiction https://t.co/Nl2Smwbx8l by @dr_kkjetelina @kmpanthagani No matter how you look at it – excess deaths, VAERS, blood clots, athletes, etc. – died suddenly stuff BS. Vaccines saved millions of lives across the globe. https://t.co/shDveyhUCR | 218 |
| 1625268589606346752 | Epidemiologist @dr_kkjetelina explains to @ASlavitt why the avian flu could threaten humans. Listen: https://t.co/AJveHOMl4L https://t.co/f6vd3n2O19 | 17 |
| 1625197153994870800 | @CaulfieldTim @dr_kkjetelina @kmpanthagani @StanKutcher @CanCovid @ImmunizedotCa @CANImmunize @jonathanstea @shazmamithani @AntibioticDoc @BogochIsaac @ScienceUpFirst @RyanMarino 14 days bias https://t.co/QiwMS9rQIa | 16 |
| 1625509285181509637 | Epidemiologist @dr_kkjetelina explains how we prepare for the likelihood of H5N1 jumping to humans without overreacting. Listen: https://t.co/AJveHOMl4L https://t.co/HINsyTFXK7 | 16 |
| 1625124204679946240 | .@ASlavitt talks to epidemiologist @dr_kkjetelina and science writer @DavidQuammen about the likelihood of H5N1 jumping to humans, how dangerous that would be, and how to prepare without overreacting. Listen: https://t.co/AJveHOMl4L https://t.co/eiZUZLBn1b | 15 |
| 1625222785416192001 | @CaulfieldTim @dr_kkjetelina @kmpanthagani @StanKutcher @CanCovid @ImmunizedotCa @CANImmunize @jonathanstea @shazmamithani @AntibioticDoc @BogochIsaac @ScienceUpFirst @RyanMarino This chart is misleading, as it’s severely confounded, see here: https://t.co/87Ciw3AAYD | 10 |
| 1626258782404632581 | @whstancil Indeed. @dr_kkjetelina has a great post on covid disinformation. She summarized research that found that "12 people are responsible for 65% misleading claims, rumors, and lies about COVID-19 vaccines on social media." https://t.co/YwLckk416S | 8 |
| 1627718943350587412 | @HansaBhargavaMD @MelissaOnline @somedocs @FutureDocs @ShikhaJainMD @DrJaimeFriedman @arghavan_salles @drjessigold @DocEMurray @amykpatel @AmyOxentenkoMD @criley_md Thanks friend 💓💓💓 a must-follow list. Also@EmmyBetz @JenniferNuzzo @Nelba_MG @celinegounder @MatiH_ID @cclareMDMPH @Rsbeidas @ElinoreJKaufman @drtaranarula @DrDarria@cmyeaton @dr_kkjetelina@askdrfitz@divadocsbos great women in #publichealth & #healthcare | 6 |
| 1627839766476754944 | Make 👏🏼it 👏🏼easier @CDCgov! Wrote about this with @dr_kkjetelina awhile back — all of it still applies, maybe even more so, as we go toward annual shots. https://t.co/MkdD49zafI https://t.co/I4puzgYg1o | 5 |
| 1625370685710249984 | @CaulfieldTim @dr_kkjetelina @kmpanthagani @StanKutcher @CanCovid @ImmunizedotCa @CANImmunize @jonathanstea @shazmamithani @AntibioticDoc @BogochIsaac @ScienceUpFirst @RyanMarino Fraud, the so called Vax has killed and maimed thousands upon thousands, it’s Pointless Poison ☠️ how anyone who administers it sleeps at night I will never know 💉💉☠️☠️ | 5 |
Top 10 tweets with highest Like count
| ID | Text | Like count |
|---|---|---|
| 1625146538036191233 | COVID-19 vaccines & sudden deaths: Separating fact from fiction https://t.co/Nl2Smwbx8l by @dr_kkjetelina @kmpanthagani No matter how you look at it – excess deaths, VAERS, blood clots, athletes, etc. – died suddenly stuff BS. Vaccines saved millions of lives across the globe. https://t.co/shDveyhUCR | 695 |
| 1625222785416192001 | @CaulfieldTim @dr_kkjetelina @kmpanthagani @StanKutcher @CanCovid @ImmunizedotCa @CANImmunize @jonathanstea @shazmamithani @AntibioticDoc @BogochIsaac @ScienceUpFirst @RyanMarino This chart is misleading, as it’s severely confounded, see here: https://t.co/87Ciw3AAYD | 76 |
| 1625197153994870800 | @CaulfieldTim @dr_kkjetelina @kmpanthagani @StanKutcher @CanCovid @ImmunizedotCa @CANImmunize @jonathanstea @shazmamithani @AntibioticDoc @BogochIsaac @ScienceUpFirst @RyanMarino 14 days bias https://t.co/QiwMS9rQIa | 66 |
| 1625315337825669121 | @CaulfieldTim @dr_kkjetelina @kmpanthagani @StanKutcher @CanCovid @ImmunizedotCa @CANImmunize @jonathanstea @shazmamithani @AntibioticDoc @BogochIsaac @ScienceUpFirst @RyanMarino They waited 2 weeks after the shot to count a person as vaccinated. I wonder how that graph would look if they counted them from the day they got the jab. | 66 |
| 1625201874474524673 | @CaulfieldTim @dr_kkjetelina @kmpanthagani @StanKutcher @CanCovid @ImmunizedotCa @CANImmunize @jonathanstea @shazmamithani @AntibioticDoc @BogochIsaac @ScienceUpFirst @RyanMarino I remember this graph, that's when they mistakenly reported the partially vaccinated as unvaccinated, they retracted that Tim. | 61 |
| 1625268589606346752 | Epidemiologist @dr_kkjetelina explains to @ASlavitt why the avian flu could threaten humans. Listen: https://t.co/AJveHOMl4L https://t.co/f6vd3n2O19 | 59 |
| 1625237452565909504 | @CaulfieldTim @dr_kkjetelina @kmpanthagani @StanKutcher @CanCovid @ImmunizedotCa @CANImmunize @jonathanstea @shazmamithani @AntibioticDoc @BogochIsaac @ScienceUpFirst @RyanMarino Not so fast, Mr. Misinformation. https://t.co/QO0GikMAmj | 56 |
| 1625124204679946240 | .@ASlavitt talks to epidemiologist @dr_kkjetelina and science writer @DavidQuammen about the likelihood of H5N1 jumping to humans, how dangerous that would be, and how to prepare without overreacting. Listen: https://t.co/AJveHOMl4L https://t.co/eiZUZLBn1b | 54 |
| 1625509285181509637 | Epidemiologist @dr_kkjetelina explains how we prepare for the likelihood of H5N1 jumping to humans without overreacting. Listen: https://t.co/AJveHOMl4L https://t.co/HINsyTFXK7 | 48 |
| 1625342199943819264 | @CaulfieldTim @dr_kkjetelina @kmpanthagani @StanKutcher @CanCovid @ImmunizedotCa @CANImmunize @jonathanstea @shazmamithani @AntibioticDoc @BogochIsaac @ScienceUpFirst @RyanMarino Compare Africa to any population that mass vaccinated. Quit being disingenuous. | 37 |
Top 3 Languages Used In Tweets
Top 10 Hashtags used
| Hashtag | Count |
|---|---|
| #covid19 | 3 |
| #thelastofus | 3 |
| #publichealth | 2 |
| #healthcare | 2 |
| #askforevidence | 2 |
| #posthocfallacy | 2 |
| #2 | 2 |
| #cdc | 1 |
| #covid_19 | 1 |
| #npi | 1 |
Top 10 Hashtags Used In Tweets
Top 10 mentions
| Mention | Count |
|---|---|
| @dr_kkjetelina | 574 |
| @kmpanthagani | 381 |
| @caulfieldtim | 374 |
| @stankutcher | 368 |
| @cancovid | 368 |
| @immunizedotca | 368 |
| @canimmunize | 368 |
| @jonathanstea | 368 |
| @shazmamithani | 368 |
| @antibioticdoc | 368 |
Top 10 mentions
Wordcloud of Tweets
Emojis
Average number of emojis used per tweet
19
Emojis used in tweets
| Emoji | Count | Emoji Text |
|---|---|---|
| 🤡 | 15 | clown_face |
| 💉 | 8 | syringe |
| ☠️ | 7 | skull_and_crossbones |
| 💓 | 6 | beating_heart |
| 😂 | 6 | face_with_tears_of_joy |
| 🙄 | 4 | face_with_rolling_eyes |
| 👏🏼 | 4 | clapping_hands_medium-light_skin_tone |
| 🖕 | 4 | middle_finger |
| 🤦🏻♂️ | 4 | man_facepalming_light_skin_tone |
| 👇🏻 | 3 | backhand_index_pointing_down_light_skin_tone |
Emojis groups
| Emoji Group | Count |
|---|---|
| Smileys & Emotion | 60 |
| People & Body | 33 |
| Objects | 12 |
| Flags | 3 |
| Animals & Nature | 1 |
| Travel & Places | 1 |