Tweets Analysis - Keyword: @sdbaral
Overview
Total number of tweets analysed
211
Earliest tweet was on
2023-02-10
Latest tweet was on
2023-02-20
Tweets covering
10 days
Average age of authors' accounts
7 years
Summarization
50+ universities and colleges have dropped vaccine mandates this year. A range of conversations ensued on topics such as hand sanitizer, the marginal risk reduction of a mask mandate, lack of access to resources and poverty, criminality, communication, e.g. among others. There were also discussions on the need to invest resources in diagnosis, treatment and investigating existing generic medications. A range of conclusions were raised, including an emphasis on washing hands with soap and water.
Topic Modeling
- Vaccine Mandates
- Sentence Structure
- Attribution
- Public Health & Resources
- Covid Propaganda & Communication
Emotional Analysis
The emotions expressed in these tweets range from excitement and enthusiasm about the dropping of vaccine mandates to frustration and annoyance about the lack of resources and access to healthcare. There is also a sense of disbelief and cynicism about the effectiveness of mask-wearing and other preventative measures, as well as a feeling of determination and resilience in pushing for social change. Finally, there is a touch of humor and sarcasm, as seen in the cheeky comments and jokes.
Trend Analysis
- Vaccine Mandates and Their Dropping by Universities & Colleges
- Right to Communication and Disability Issues with Masks
- COVID-19 Propaganda & The Negative Impact of It
- Lack of Resources to Combat Poverty Compared to Fighting COVID-19
- Practical Applications for Remedies & Alternatives to Mask-Wearing
Types of Tweets
Number of Retweets
24
Percentage of total tweets
11%
Number of Original tweets
2
Percentage of total tweets
0%
Number of tweets that contain Mentions
211
Percentage of total tweets
100%
Number of tweets that were Replies
184
Percentage of total tweets
87%
Number of tweets that were Quotes
10
Percentage of total tweets
4%
Number of tweets that contain Hashtags
8
Percentage of total tweets
3%
Top 5 devices used to tweet
| Source | Count |
|---|---|
| Twitter Web App | 100 |
| Twitter for iPhone | 59 |
| Twitter for Android | 49 |
| Twitter for iPad | 3 |
What devices were used to tweet
Top 10 accounts with highest followers count
| Username | Name | Bio | Followers count |
|---|---|---|---|
| rwang0 | R “Ray” Wang 王瑞光 R.NFT #1A #Metaverse RuleTheWorld | @ConstellationR #CEO @DisrupTVShow 2X BestSelling #Author @hcleadership @HarvardBiz Keynoter #Futurist Provocateur #EDM #DJ #Foodie #SVLife #TaiwaneseAm🇹🇼🇺🇸 | 140,994 |
| drmikehart | Mike Hart, M.D | COO @optimindpharma. Hart2Heart podcast host. @predictmedix. Author. As seen on @joerogan. Not medical advice. Contact:reception@readytogoclinic.com | 60,126 |
| AJKayWriter | AJ Kay | I love it when words tinkle like piano keys and hit like bricks. | 49,256 |
| AntibioticDoc | Dr. Lynora Saxinger MD FRCPC Infectious Diseases | Infectious Diseases doctor, UofAlberta professor, incurably curious, explain ≠ endorse, theoretically @AntibioticDoc@med-mastodon.com | 30,649 |
| PositiveLad | Tom (PositiveLad) | Gay guy with HIV. Content Manager. Talk about HIV & Sexual Health on TV/Radio Often found at sea (@CruisingWithTom) 🛳 Husband to @jimmyavenger (he/him) 🏳️🌈 | 22,068 |
| zchagla | Zain Chagla | Infectious Diseases Physician at St. Joe's Hamilton / Associate Professor at McMaster University. Views are mine alone and don’t reflect institutions. | 21,838 |
| beenwrekt | Ben Recht | optimization. machine learning. uc berkeley. i don't know why twitter thinks you want to see my likes. | 21,438 |
| ID_ethics | Infectious Disease Ethics | Bioethicist @WEH_Oxford @Ethox_Centre @GblBioethics Doctor @TheRMH Own views, with data Personal account @_euzebiusz_ | 16,012 |
| Alice_comfy | Alice | 22, comfy NEET detective. CIO, Emperor unemployed capital (a CFTC 'large trader' firm). Not a forecaster Nya / Nya | 15,752 |
| ajlamesa | Anthony LaMesa | I tweet about things: urbanism, social policy, education, politics, etc. @UVA, @TeachForAmerica, @LSESocialPolicy, @WorldBank 🇺🇸🇪🇺 | 15,060 |
Top 10 accounts with highest friends count
| Username | Name | Bio | Followers count |
|---|---|---|---|
| rwang0 | R “Ray” Wang 王瑞光 R.NFT #1A #Metaverse RuleTheWorld | @ConstellationR #CEO @DisrupTVShow 2X BestSelling #Author @hcleadership @HarvardBiz Keynoter #Futurist Provocateur #EDM #DJ #Foodie #SVLife #TaiwaneseAm🇹🇼🇺🇸 | 103,519 |
| LizHighleyman | Liz Highleyman | Medical journalist. @POZmagazine science editor, @aidsmap, @Slate, @eBARnews. Research beagle adopter. 🐘@LizAtBlackRose@mstdn.social | 8,171 |
| MarkELindsay | Mark Lindsay | Vascular Research, Cardiology/Peds Cardiology, Director of Cardiovascular Genetics @MassGeneralNews, Bad opinions all mine | 5,769 |
| Arc_Atlantique | Arc Atlantique Press | " Un mensonge peut faire le tour de la Terre, le temps que la Vérité mette ses chaussures ". Marc TwainARC ATLANTIQUE PRESS, est votre revue de presse océane! | 4,999 |
| ID_ethics | Infectious Disease Ethics | Bioethicist @WEH_Oxford @Ethox_Centre @GblBioethics Doctor @TheRMH Own views, with data Personal account @_euzebiusz_ | 4,619 |
| MichaelSchwandt | Michael Schwandt (he/him) | Public health physician in Vancouver.Antiracist ecoanxious xennial numtot.Tweets on healthy environments, population health, equity, climate.Views mine. | 4,051 |
| PositiveLad | Tom (PositiveLad) | Gay guy with HIV. Content Manager. Talk about HIV & Sexual Health on TV/Radio Often found at sea (@CruisingWithTom) 🛳 Husband to @jimmyavenger (he/him) 🏳️🌈 | 3,986 |
| zchagla | Zain Chagla | Infectious Diseases Physician at St. Joe's Hamilton / Associate Professor at McMaster University. Views are mine alone and don’t reflect institutions. | 3,228 |
| downix | Nathaniel Downes | If the facts do not fit your point of view, you must change that viewpoint. | 2,893 |
| AlbertaBound9 | Conservative Non-Conformist | Brad Rush. Ex-ft-U-prof (New Ventures, Org Growth, Tech Inno). Owned & ran 5 turnaround biz w/ 200+ emp in my 30s, before MBA & PhD. Lived in 7 countries. 🇨🇦 | 2,875 |
Most active users
| Username | Bio | Number of tweets |
|---|---|---|
| adsquires | Biophysical Chemist. Aerosol scientist. Likes lipids, nano materials, x-ray / neutron scattering, pretentious coffee. (he/him/his). @Adsquires@fediscience.org | 8 |
| KrauthBen | Data geek | 6 |
| MmeBlackBalloon | Academic who enjoys tea, travel, cats. Refusenik. Nonpartisan who supports bodily autonomy. D&D alignment = chaotic neutral. | 6 |
| AJKayWriter | I love it when words tinkle like piano keys and hit like bricks. | 5 |
| Theophilus_TP | A simple man who simply loves God. | 5 |
| casertron3000 | NHS GP in London’s east end⚒Beyond the wall.“Death is so terribly final, while life is full of possibilities” | 4 |
| scepticemia | Skeptic Oslerphile #Epi #Med PhDing @JohnsHopkinsSPH | Ex @ICMRNICED @ICMRDelhi @thephfi #Zoonoses #Diarrhea #OneHealth #AMR Opinions mine @Seth_Bhavna's #1 fan | 4 |
| MarkELindsay | Vascular Research, Cardiology/Peds Cardiology, Director of Cardiovascular Genetics @MassGeneralNews, Bad opinions all mine | 4 |
| TinaG_SD | Confused Democrat who works with numbers. Failed musician. A little chaotic, to be honest. | 4 |
| Matthew94091812 | - | 3 |
Tweets per day
Top 10 tweets with highest Retweet count
| ID | Text | Retweet count |
|---|---|---|
| 1624002588382199810 | 50+ universities and colleges have dropped vaccine mandates so far this year!! @KevinBardosh @TracyBethHoeg @sdbaral @TrudoLemmens @MartyMakary @s_keshavjee @VPrasadMDMPH @ID_ethics https://t.co/DSxeHzkFBw | 4 |
| 1627511255786299393 | @sdbaral @rwang0 @united Agree 100%. I was Diamond on Delta and frequented both NRT and PVG. The business class service and meals were legend. And the lie-flat beds 🤌. Almost makes me regret retiring…almost. | 1 |
| 1627763490097352704 | Great to see important work of @CarrieELyons @sdbaral highlighted by @USAmbPEPFAR during #CROI2023 plenary. Criminalization and of same-sex sexual behavior and HIV is a threat to public health. https://t.co/rzeRUWpcPo | 1 |
| 1625641028937023490 | @sdbaral @Jabaluck @BallouxFrancois @adsquires @akm5376 Totally. But what Francois was showing in his thread that we are able to make sense of a messy world in some cases. It's a bummer that most interventions turn out to be ineffective, but somethings do work and we can find great evidence for those! | 0 |
| 1625655696887799809 | @sdbaral @Jabaluck @BallouxFrancois @akm5376 Sorry don’t get me wrong that’s just an expression of the absurdity of the travel restrictions | 0 |
| 1625652950025609217 | @sdbaral @beenwrekt @Jabaluck @BallouxFrancois @akm5376 Curious if you do a course in Generalizability Theory, Stefan? | 0 |
| 1625652708815343618 | @sdbaral @BallouxFrancois @Jabaluck @akm5376 I don't think this was balanced across arms: 🤷♂️ https://t.co/Bbb0SgNBDP | 0 |
| 1625652057993539584 | @AJKayWriter @sdbaral @MissCuriousM Why can't all Twitter be like this... | 0 |
| 1625651954524323840 | @sdbaral @Jabaluck @BallouxFrancois @akm5376 LOL | 0 |
| 1625647545115344896 | @sdbaral @Jabaluck @BallouxFrancois @akm5376 Right, seems an important point that an 11% reduction may be meaningful early in a peaking pandemic, but not worth the social consequences of attempting to enforce a mandate for marginal risk reduction at this point | 0 |
Top 10 tweets with highest Like count
| ID | Text | Like count |
|---|---|---|
| 1624002588382199810 | 50+ universities and colleges have dropped vaccine mandates so far this year!! @KevinBardosh @TracyBethHoeg @sdbaral @TrudoLemmens @MartyMakary @s_keshavjee @VPrasadMDMPH @ID_ethics https://t.co/DSxeHzkFBw | 50 |
| 1626354024588124161 | @sdbaral how bout …. “If a word in a sentence doesn’t contribute, delete it.” (That’s me being cheeky and also my sentence is maybe too pared down but it still works.) | 17 |
| 1625601152518885376 | @sdbaral @MissCuriousM And I fully agree that proving attribution is not accomplished via tragic anecdote. But ofc this performance is fueling the speculative flames. Interviews are typically done to “set the record straight” and the opposite happened here. And I’m not going to back down from… https://t.co/8498nXZc5k | 13 |
| 1627381551070576641 | @sdbaral Yes, seems really bad for her to suggest hand sanitizer is “don’t bother.” Sometimes you don’t have running water or a sink available. | 10 |
| 1625647545115344896 | @sdbaral @Jabaluck @BallouxFrancois @akm5376 Right, seems an important point that an 11% reduction may be meaningful early in a peaking pandemic, but not worth the social consequences of attempting to enforce a mandate for marginal risk reduction at this point | 8 |
| 1627381767299629066 | @sdbaral @ajlamesa Air is the new poop, and poop is the new air or something. | 8 |
| 1627449602315018240 | @ajlamesa @sdbaral The Atlantic’s public health coverage is, to understate the case considerably, not intended for people who lack access to resources. | 8 |
| 1627478806456942592 | @sdbaral I've heard it's the most studied virus ever. Imagine we put this much effort into eliminating poverty .... | 7 |
| 1624364917510864896 | @sdbaral @KHamilt22787129 Goodness Really It Failed To launch | 7 |
| 1625610227143036930 | @sdbaral @MissCuriousM No, ofc. I didn’t mean to insinuate you did. I’ve thought about this one long & hard & I will keep thinking about it. When I’m driven to push it’s usually because I foresee people getting hurt. And as always I appreciate your thoughtful contributions to any discussion.😌🙏 | 6 |
Top 3 Languages Used In Tweets
Top 10 Hashtags used
| Hashtag | Count |
|---|---|
| #croi2023 | 3 |
| #covid19 | 2 |
| #precautionaryprinciple | 1 |
| #sarcasm | 1 |
| #followfriday | 1 |
Top 10 Hashtags Used In Tweets
Top 10 mentions
| Mention | Count |
|---|---|
| @sdbaral | 210 |
| @ballouxfrancois | 39 |
| @akm5376 | 39 |
| @jabaluck | 36 |
| @ajlamesa | 22 |
| @adsquires | 9 |
| @misscuriousm | 9 |
| @casertron3000 | 8 |
| @theophilus_tp | 8 |
| @saugust06 | 7 |
Top 10 mentions
Wordcloud of Tweets
Emojis
Average number of emojis used per tweet
14
Emojis used in tweets
| Emoji | Count | Emoji Text |
|---|---|---|
| 😂 | 6 | face_with_tears_of_joy |
| 😬 | 3 | grimacing_face |
| 🤌 | 2 | pinched_fingers |
| 👇 | 2 | backhand_index_pointing_down |
| 🌈 | 1 | rainbow |
| 💯 | 1 | hundred_points |
| ✌🏽 | 1 | victory_hand_medium_skin_tone |
| 🤪 | 1 | zany_face |
| 🤣 | 1 | rolling_on_the_floor_laughing |
| 🔥 | 1 | fire |
Emojis groups
| Emoji Group | Count |
|---|---|
| Smileys & Emotion | 15 |
| People & Body | 11 |
| Travel & Places | 2 |
| Objects | 2 |