DrKatEpi - Tweet Data Analysis
Tweets Analysis - Keyword: @DrKatEpi
Published March 8, 2023
Overview
Tweets covering
10 days
Latest tweet was on
2023-02-20
Earliest tweet was on
2023-02-10
Total number of tweets analysed
1,186
Average age of authors' accounts
6 years
Summarization
Epidemiologists are in agreement that previous infection of Covid-19 provides lasting immunity. This is seen as a positive development with the goal of ending the pandemic, but it is important to understand how immunity may wane over time. There is also discussion about similar conditions and how immunity through infection is viewed for various diseases, with one individual noting that assuming intent and twisting words is not a strong argument.
Topic Modeling
- Immunity and Covid-19
- Health and Science
- Exemptions and Infection-acquired Immunity
- Misinformation and Education
- Data Analysis and Evidence-based Practice
Emotional Analysis
The emotions expressed in these tweets range from frustration to anger to disbelief. The discussion revolves around the idea of lasting immunity against Covid-19, with some individuals accusing others of lying and not understanding the science. There is also confusion over the definition of "lasting" immunity and skepticism of the evidence provided by government agencies and universities. Finally, there is an overall sense of concern for the well-being of those who are immunocompromised.
Trend Analysis
- Covid-19 and its lasting immunity
- Vaccine immunity compared to natural immunity
- Epidemiological insight
- Misinformation about Covid-19
- Epidemiological precautions
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
57
4% of total
Number of Original tweets
3
0% of total
Number of tweets that were Quotes
34
2% of total
Number of tweets that were Replies
1,125
94% of total
Number of tweets that contain Hashtags
8
0% of total
Number of tweets that contain Mentions
1,186
100% of total
Devices Used to Tweet
Top 5 Devices
| Source | Count |
|---|---|
| Twitter for iPhone | 664 |
| Twitter Web App | 328 |
| Twitter for Android | 152 |
| Twitter for iPad | 39 |
| Twitter for Mac | 3 |
Device Distribution
Top 10 Accounts by Followers
| Username | Name | Bio | Followers count |
|---|---|---|---|
| politicalmath | PoliMath | Only marginally compelling and occasionally accurate, sometime writer, engineer, cake-baker. Writes Marginally Compelling newsletter https://t.co/8yUbMNox7u | 76,563 |
| SaskiaPopescu | Dr. Saskia Popescu | Infectious Disease Epi & Infection Prevnt | Senior Fellow @CSRisks | Asst Prof @ScharSchool | Adjunct @uarizona | Affiliate @georgetown_ghss | @JHSPH_CHS ELBI | | 68,728 |
| EWoodhouse7 | Wood House 🔥 | NYC spring 2020 mortality event, covid-response policies, disappearance of positive flu tests, free speech, SARS-Cov-2 circulation timeline | 47,762 |
| TheEliKlein | Eli Klein | Art dealer, publisher, New Yorker | likes & retweets ≠ endorsements | @EliKleinGallery | 39,729 |
| sjs856 | Drew Comments | Creator | #NCAT alum | 🏈 strong safety | ✝️Jesus is Lord | #ModernaGang | #SciComm | https://t.co/2HwUIKw1e1 | drewcomments@gmail.com | 37,973 |
| LabMuffin | Dr Michelle Wong, professional SPF video maker | Science educator, chem PhD, cosmetic chemist, blogger/YouTuber on the science behind beauty products. IG: labmuffinbeautyscience 📩 michelle@labmuffin.com | 34,734 |
| Hold2LLC | Hold2 | Build. Share. We invest intelligently in ourselves so that we may share with the world. | Owner - Clayton P. Cobb (@warrtalon) | https://t.co/2qN11O1Wvf | 28,273 |
| Wal_Trudeau | Mathieu Nadeau-Vallée, MD, PhD | Médecin résident | Fondamentaliste immunologie et pharmacologie | Vulgarisateur scientifique | Anti-désinformation | https://t.co/apBoeJiKmJ | 27,766 |
| TheAgeofShoddy | The End Times | "The world has seen its…silver age, its golden age….This is the age of shoddy." - New York Herald | 20,506 |
| AngryCardio | Angry Cardiologist | “Held in high esteem among medical industry experts.” @SInow | 19,517 |
Top 10 Accounts by Friends
| Username | Name | Bio | Followers count |
|---|---|---|---|
| LizHighleyman | Liz Highleyman | Medical journalist. @POZmagazine science editor, @aidsmap, @Slate, @eBARnews. Research beagle adopter. 🐘@LizAtBlackRose@mstdn.social | 8,172 |
| mbfrat | 𝗠𝗮𝗿𝘆𝗕𝗲𝘁𝗵 🔥 | PLEASE, for the love of God, STOP COMPLYING!! #DoNOTComply #LetsFindOut #ProudAmerican🇺🇸 #Steelers #SaveGasStoves | 6,899 |
| PeterCorless | Peter Corless | Director of Technical Advocacy, @ScyllaDB. My politics are my own. #NAFO @petercorless@hachyderm.io | 6,360 |
| Cube77548440 | Cube | Seeker of Truth, Love my country. Very impressed with my President Donald Trump. Believer in the one true Creator, God. TS# Cube777 | 5,904 |
| thereal_truther | The Real Truther | Forever #TeamReality. Unofficial fact-checker of @alexberenson, @stkirsch & @EthicalSkeptic. #DiedSuddenly is a scam. | 5,897 |
| snorman1776 | Stinson Norwood | "Survived" Covid bc I can run a mile in under an hour | CIO @ https://t.co/kJwRipGJWD | @GYamey's bane | I’ve been vaccinated for Yellow Fever and you have not | 5,325 |
| slikrik2003 | R!CKYRANTS 🇸🇴 🇹🇷 | I must confess the world is a mess. #SpacesHost | 5,195 |
| Nockit1 | Nockit (dregs) | Keeping it steel | 5,024 |
| vkivlighan | Virginia Kivlighan | Writer/Producer | Network Credited | Nonfiction/Documentaries | Bkgd TV News Pronounced: KIV-li-gen | 5,000 |
| chrltmrshl | Charlotte Marshall, MPH | Informatics Fellow. ID Epidemiology, Antimicrobial Stewardship, SciComm @NorthwesternU '18 @EmoryRollins '20 #EpiTwitter #IDTwitter #DisabledinSTEM she/her | 4,993 |
Most Active Users
| Username | Bio | Number of tweets |
|---|---|---|
| All_Knowing_Bio | A REAL immunologist, virologist and neuroscientist. Proud Autistic. DJ/Musician on Apple Music and Spotify. #BlueCrew #BLM #AbortionIsHealthcare | 164 |
| SPR2023 | Constitutional Conservative #1A #2A #SupportOurTroops #MAGA #Patriot #AmericaFirst Pureblood🇺🇸🇺🇸🇺🇸🇺🇸 | 102 |
| DeanKo | What you leave behind is not what is engraved in stone monuments, but what is woven into the lives of others. - Pericles | 87 |
| Hankloves26tee9 | Lover. Healer. Fighter. Psychologist. Award winning proctologist. Flautist. Cunning linguist. Mathlete. Sculptor. Made money in bitcoin. Ask me about Vivienne. | 76 |
| NedyNadija | - | 26 |
| ianfmusgrave | Biologist, Amateur Astronomer, Bushwalker, Murderbot fan (Tohu/Vohu). | 25 |
| HeyNurseKat | Fierce advocates for evidence based practice & patients. We are nurses united in beautiful #HamOnt. Hated by a certain figure skater & a one hit wonder pop band | 17 |
| EWoodhouse7 | NYC spring 2020 mortality event, covid-response policies, disappearance of positive flu tests, free speech, SARS-Cov-2 circulation timeline | 16 |
| thebiologistisn | Mastodon: @thebiologistisn@redwombat.social Instagram: thebiologistisn / darrenabbeydesigns TikTok: thebiologistisn reddit: u/thebiologistisn | 16 |
| Hold2LLC | Build. Share. We invest intelligently in ourselves so that we may share with the world. | Owner - Clayton P. Cobb (@warrtalon) | https://t.co/2qN11O1Wvf | 15 |
Tweets Per Day
Top 10 Tweets by Retweets
| ID | Text | Retweet count |
|---|---|---|
| 1624087893940613123 | Ending #COVID19 emergencies would endanger us all. @cbschicago recognizes #immunocompromised people’s alarm, consulting @DrKatEpi & @TogetherWeMask. Noting our joint petition with @MarkedByCovid is appreciated. 💥Sign: https://t.co/WBWlKkybsS Watch: https://t.co/WHzszb2HTK https://t.co/sXh2KdmguV | 25 |
| 1624155812481359874 | @TogetherWeMask @cbschicago @DrKatEpi @MarkedByCovid We’re grateful to Producer Mikayla Rose and Chris Tye, @TVTye for the shout-out. @cbschicago's recognition of our joint petition with @MarkedByCovid is a boost to our … | 9 |
| 1624881778732277760 | @Theresa_Chapple @rubin_allergy @DrKatEpi @DeannaMarie208 @robin_kalish @JakeKaneMD @drclairetaylor @epimom2 @joyfulnoyz @ChastainDesign @AldermanHopkins @WesElyMD @joaquinlife @kprather88 @HuffmanLabDU | 2 |
| 1627225120833167360 | @DrKatEpi @TheEliKlein Maybe your lane shouldn’t have tried to eat the entire world and you wouldn’t have to deal with the rest of us fighting to survive what you tried … | 2 |
| 1627128478477828096 | @effyourstate @lannytee @DrKatEpi @RWMaloneMD enjoy! https://t.co/AvIHFxd5ZZ https://t.co/qsY4LE5TDO | 2 |
| 1626743701660745728 | @Theresa_Chapple @rubin_allergy @DrKatEpi @DeannaMarie208 @robin_kalish @JakeKaneMD @drclairetaylor @epimom2 @joyfulnoyz @AldermanHopkins @WesElyMD @joaquinlife @kprather88 @HuffmanLabDU @IMPACT4HC @il_fps @IndivChi_South @BPNCchicago @ChiParentsAct @CCCTU_Local1600 | 2 |
| 1626069239537836032 | @DrKatEpi Unreal, Dr. Kat. Truly. https://t.co/on9wZTPVba | 2 |
| 1626665891629875201 | @blondiedag @nowthisnews @DrKatEpi Judy Anne Mikovits is a former research scientist who is known for her discredited medical claims. She has engaged in anti-vaccination activism, promoted conspiracy theories, and been … | 1 |
| 1627230809781420037 | .@DrKatEpi is both a Liar and a Low-IQ Individual. We would feel bad for her, but she seems quite content in her bubble of smug superiority (protected, of course, by … | 1 |
| 1627119067495555078 | @snorman1776 @TheEliKlein @DrKatEpi Lol. Thanks troll. You obviously don’t understand excess death. COVID deaths have consistently been undercounted. The only ones that believe otherwise are the grifters and their sheep. | 1 |
Top 10 Tweets by Likes
| ID | Text | Like count |
|---|---|---|
| 1627104465974165504 | @DrKatEpi You didn’t write “against infection” before, so nice try, but sorry! Having Covid does generally confer lasting immunity, otherwise we would be in a permanent pandemic. This shouldn’t be … | 282 |
| 1627116197673140224 | @ianfmusgrave @DrKatEpi No, from the context she’s more likely referring to immunity against severe disease and comparing natural immunity to vaccine immunity. Stop lying, let the epidemiologists do that. | 73 |
| 1627112579972861952 | @TheEliKlein @DrKatEpi She didn’t have to, it’s obvious from the context. all immunity wanes, and all immunity to infection wanes, we have been spoiled by the measles vaccine, in that … | 49 |
| 1624087893940613123 | Ending #COVID19 emergencies would endanger us all. @cbschicago recognizes #immunocompromised people’s alarm, consulting @DrKatEpi & @TogetherWeMask. Noting our joint petition with @MarkedByCovid is appreciated. 💥Sign: https://t.co/WBWlKkybsS Watch: https://t.co/WHzszb2HTK https://t.co/sXh2KdmguV | 45 |
| 1627086291732164609 | @DrKatEpi @TheEliKlein Dr. Kat, how do you define “lasting,” and how do you think the average person defines it? Let’s start with this frame of reference: 90% protection up to … | 43 |
| 1627105100937175042 | @TheEliKlein @DrKatEpi We’re still in a pandemic. You are a great example of someone with an inverse ratio of confidence to knowledge. Go to school, graduate, work in science and … | 43 |
| 1627189470230376455 | @ianfmusgrave @TheEliKlein @DrKatEpi It is virtually 0. The fact a very small subset may be at risk is not the definition of “kids are at risk of severe disease from … | 39 |
| 1624194847362908163 | @DrKatEpi @angie_rasmussen Houston Health Department confirmed no cases! https://t.co/mqPaKCLb2b | 39 |
| 1627119378582970369 | @ianfmusgrave @TheEliKlein @DrKatEpi Which is not relevant to the topic at hand. Read closely. Children are not at risk for severe disease, and prior infection DOES provide lasting immunity. https://t.co/TsmGD50uo7 | 39 |
| 1627111931382321152 | @DrKatEpi @TheEliKlein Twitter pronoun rule remains undefeated https://t.co/eerumpPPTO | 38 |
Top Languages Used
Top 10 Hashtags
| Hashtag | Count |
|---|---|
| #covid19 | 4 |
| #immunocompromised | 2 |
| #vaccines | 1 |
| #cervicalcancer | 1 |
| #misinformation | 1 |
| #virtuesignalling | 1 |
| #tiktok | 1 |
| #cleanschoolairillinois | 1 |
| #pritzker | 1 |
Top 10 Mentions
| Mention | Count |
|---|---|
| @drkatepi | 1,194 |
| @doctor_eric_b | 509 |
| @dr_jon_l | 507 |
| @jason_willz1 | 504 |
| @annasova17 | 501 |
| @crossroadsheal1 | 499 |
| @travisscience | 493 |
| @heynursekat | 487 |
| @nedynadija | 474 |
| @deanko | 412 |
Wordcloud of Tweets
Emoji Analysis
Average emojis per tweet:
13
Emojis Used
| Emoji | Count | Emoji Text |
|---|---|---|
| 😂 | 32 | face_with_tears_of_joy |
| 💉 | 30 | syringe |
| 🤣 | 10 | rolling_on_the_floor_laughing |
| 😏 | 10 | smirking_face |
| 🙄 | 9 | face_with_rolling_eyes |
| 🤡 | 8 | clown_face |
| 🤔 | 5 | thinking_face |
| 👍 | 5 | thumbs_up |
| ✨ | 4 | sparkles |
| 😀 | 4 | grinning_face |
Emoji Groups
| Emoji Group | Count |
|---|---|
| Smileys & Emotion | 103 |
| Objects | 33 |
| People & Body | 22 |
| Activities | 4 |
| Animals & Nature | 1 |
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