Tweets Analysis - Keyword: @bengoldacre
Overview
Total number of tweets analysed
212
Earliest tweet was on
2023-03-22
Latest tweet was on
2023-03-31
Tweets covering
9 days
Average age of authors' accounts
9 years
Summarization
The tweets cover a range of topics including a study suggesting it is safe to operate on COVID patients 2 weeks after diagnosis, questions about Nicole Junkermann's connections to Jeffrey Epstein and her involvement in a controversial paper on hydroxychloroquine, the need for individualized risk assessments when it comes to COVID recovery, discussions on polygenic profiling, and debates about parking on cycle paths. There are also several mentions of Ben Goldacre, including presentations at work and discussions on clinical trial outcomes.
Topic Modeling
- COVID-19 diagnosis and surgery safety
- Connections between individuals in healthcare and politics
- Data transparency in clinical trials
- Risk assessment and guideline updates in healthcare
- Parking and traffic violations
Emotional Analysis
The emotions expressed in these tweets range from approval and agreement with a medical study's findings, to suspicion and criticism towards certain individuals and their actions. There is also frustration expressed regarding misunderstandings and misinterpretations of guidelines and information. In some tweets, there is commentary on specific situations, such as illegally parked vehicles, and disagreement on what is acceptable behavior. Overall, the emotions in these tweets vary, displaying a range of opinions and reactions to different issues.
Trend Analysis
- Discussion and analysis of research on the safety of operating on COVID patients after 2 weeks of recovery
- Speculation and conspiracy theories surrounding Nicole Junkermann and her connections to the NHS and Jeffrey Epstein
- Criticism and discussion of Ben Goldacre's involvement in producing a paper on hydroxychloroquine and his stance on data transparency
- Discussion and analysis of clinical guideline updates and individual risk assessment in light of the aforementioned research
- Various discussions surrounding healthcare issues and topics, including FHE for NHS electronic health records, clinical trial outcomes, and parking violations on cycle paths
Types of Tweets
Number of Retweets
26
Percentage of total tweets
12%
Number of Original tweets
8
Percentage of total tweets
3%
Number of tweets that contain Mentions
212
Percentage of total tweets
100%
Number of tweets that were Replies
173
Percentage of total tweets
81%
Number of tweets that were Quotes
13
Percentage of total tweets
6%
Number of tweets that contain Hashtags
3
Percentage of total tweets
1%
Top 5 devices used to tweet
| Source | Count |
|---|---|
| Twitter for Android | 80 |
| Twitter Web App | 68 |
| Twitter for iPhone | 58 |
| Twitter for iPad | 6 |
What devices were used to tweet
Top 10 accounts with highest followers count
| Username | Name | Bio | Followers count |
|---|---|---|---|
| Jikkyleaks | Jikkyleaks 🐭 | Home for @jikkykjj the whistleblowing lab mouse #Modernagate #CTCCTCGGCGGGCACGTAG #3Tablets Pronouns: mouse/mouseself Tweets are public interest disclosures | 60,982 |
| Anaes_Journal | 𝘈𝘯𝘢𝘦𝘴𝘵𝘩𝘦𝘴𝘪𝘢 | 𝘼𝙣𝙖𝙚𝙨𝙩𝙝𝙚𝙨𝙞𝙖 is the official journal of @Assoc_Anaes with comprehensive coverage in peri-operative medicine, critical care and pain. IF 12.893. | 39,462 |
| MaartenvSmeden | Maarten van Smeden | Statistician • assoc prof • head methodology research program & interim head of biostats, Julius Center @umcutrecht • own views https://t.co/74iI60ErNc | 38,067 |
| pash22 | Ash Paul | Public Hlth Dr,interested in evid-based health services commissioning,clinical leadership & hlth policy.My views are my own,RTs are no endorsements | 30,527 |
| felly500 | greg fell FFPH | DPH @Sheffcouncil. Vice Pres @ADPHUK. @sipherc co investigator. Tweets = my view. RTs= someone else's view. Death metal enthusiast. Abuse = blocked. | 21,739 |
| GongGasGirl | Tanya Selak | Anaesthetist | Co-convenor #ASM23SYD May 5 - 9 2023 | Mum to 3 and 1 Honey | Noisy | | 19,927 |
| JustMisogyny | Progressive Misogyny | I see a little silhouetto of a man. | 13,542 |
| doctimcook | Tim Cook | Bath-based anaesthetist and occasional intensivist (reversed since COVID19). Own views except where I borrow others’ views I like. Insta @timcooksnaps | 13,320 |
| ProfRobHoward | Robert Howard | UCL old age psychiatrist | Improving dementia and mental health treatment | Independent trials | Layla | Talk to me about academic careers | 12,612 |
| CompSciOxford | Oxford Comp Sci | the University of Oxford has one of the longest-established Computer Science departments in the country, founded in 1957 | 8,125 |
Top 10 accounts with highest friends count
| Username | Name | Bio | Followers count |
|---|---|---|---|
| pash22 | Ash Paul | Public Hlth Dr,interested in evid-based health services commissioning,clinical leadership & hlth policy.My views are my own,RTs are no endorsements | 33,584 |
| GongGasGirl | Tanya Selak | Anaesthetist | Co-convenor #ASM23SYD May 5 - 9 2023 | Mum to 3 and 1 Honey | Noisy | | 5,407 |
| eberlmat | Matthias Eberl | Professor of Translational Immunology @EberlLab • Infection & Immunity • Public Involvement and Engagement • Scientist and migrant #inLimbo | 5,397 |
| DavidUnderdown9 | David Underdown | Data Engineer @UKNatArchives, (Digital Archiving). Plus, singing, promming, cycling and bell ringing and #WWI. Own views. | 5,000 |
| felly500 | greg fell FFPH | DPH @Sheffcouncil. Vice Pres @ADPHUK. @sipherc co investigator. Tweets = my view. RTs= someone else's view. Death metal enthusiast. Abuse = blocked. | 4,800 |
| CUsuperbugs | Superbugs 🦠🔬🏫🧒🏽 | Educational resources about the microbial world in, on and around us • Infections, antibiotics, vaccines • Games, stories, info, fun • English, Welsh, Gaelic | 4,766 |
| rchirvasuta | Radu Chirvasuta | ST6 Anaesthetist currently at MYH. Cycling. Exercise Physiology. Sustainability. Minimalism. Wildlife, Birds. Allotmenteering. Radu C on strava. | 4,755 |
| PharmRJ | Robin Conibere | Practice Pharmacist @beaconmedgroup | A believer in the benefits of #pharmacy and #pharmacists.Views expressed are my own https://t.co/bETkZl5fi3 | 4,400 |
| PatrickRiot | Patrick Hussey | - | 4,290 |
| EliModnar | Random Hajile @EliModnar@mastodon.ie | #RefugeesWelcome Sweary existentialist, lefty, egalitarian. Misanthrope. Cynic. Rejoiner. Geek. Gamer. Give me something to sing about. #StopBurningStuff | 4,073 |
Most active users
| Username | Bio | Number of tweets |
|---|---|---|
| pash22 | Public Hlth Dr,interested in evid-based health services commissioning,clinical leadership & hlth policy.My views are my own,RTs are no endorsements | 19 |
| AracerRacer | I stand with Gary | 12 |
| IrkedLucian | Opinionated Malinois. Not needing a fence with signage to save me from a cliff, makes me more intelligent than 75% of twitter. More followers than friends. | 12 |
| Nige8T | - | 10 |
| BBusinesslamb | Rah | 8 |
| doctimcook | Bath-based anaesthetist and occasional intensivist (reversed since COVID19). Own views except where I borrow others’ views I like. Insta @timcooksnaps | 8 |
| alwynkotzee | Life in UK, tweets often in Mzansi. NHS consultant, Leeds. #digitalhealth & #organdonation. He/him Mastodon: alwynkotzee@med-mastodon.com | 8 |
| neillhope | You're the shit and I'm knee-deep in it. NeuroDivergent AF. | 6 |
| dblaineleacy | You are all Racist however you hide your prejudice behind lies made to make you feel better. Whiteface, Blackface, AsianFace. Its all the same shit | 5 |
| GreatRudolpho | - | 4 |
Tweets per day
Top 10 tweets with highest Retweet count
| ID | Text | Retweet count |
|---|---|---|
| 1639195908486189056 | 🔓This new study of >3.5 million patients suggests it is safe to operate on patients 2 weeks after a positive COVID diagnosis, as long as they have recovered. @CMc_PhD @rmoonesinghe @bengoldacre @alwynkotzee @justin_kua @dermotmcguckin @OpenSAFELY 🔗https://t.co/D52gfUc9TE https://t.co/3bjEOLUVWV | 64 |
| 1641678083848650753 | @Jikkyleaks @WildColonialGal @bengoldacre @TheLancet And just who IS Nicole Junkermann? What were her connections to Jeffrey Epstein? Why did Matt Hancock help her gain access to the UK's NHS? That's what @JohnnyVedmore wanted to find out ... https://t.co/CWWYbnV98j | 44 |
| 1641634444170919936 | @WildColonialGal @JorJorWell Those were the days when @bengoldacre advocated for data transparency in clinical trials. Then he hooked up with Nicole Junkermann, produced an unverifiable paper on hydroxychloroquine in COVID, and refused to release the data for verification. @TheLancet published the crap. | 6 |
| 1639208061293445122 | @robin_shattock @bengoldacre @mattwridley @Beck_Sall @sonia_elijah @ake2306 @JohnBoweActor https://t.co/XEzeqrYZBd | 6 |
| 1639639349854650369 | @Anaes_Journal @CMc_PhD @rmoonesinghe @bengoldacre @alwynkotzee @justin_kua @dermotmcguckin @OpenSAFELY Following on from my comment not to condense a guideline into a sentence.. “2 wks ok & change the guidelines” Those that don’t read beyond the headline may be misled For comparison: 2nd image is from the guideline… which emphasises individualised risk assessment @Medscape https://t.co/rt9nbPYPYm | 5 |
| 1640968311520256000 | Dear authors! We would very much like to feature your inspiring books on our growing list of recommended reading for everyone interested in the microbial world in, on and around us! @laoneill111 @MouldS @jam_and_germs @DrSidMukherjee @JeremyFarrar @bengoldacre @ProfBrianCox https://t.co/dYs26aDJcB | 4 |
| 1639640163646070785 | @Anaes_Journal @CMc_PhD @rmoonesinghe @bengoldacre @alwynkotzee @justin_kua @dermotmcguckin @OpenSAFELY @Medscape FWIW I agree the guideline does need revisiting but It never said “always defer 7 weeks” After revision it’s unlikely to say “always crack on after 2 weeks” Read the paper😊 | 3 |
| 1639255233116385282 | @Anaes_Journal @CMc_PhD @rmoonesinghe @bengoldacre @alwynkotzee @justin_kua @dermotmcguckin @OpenSAFELY Headline might simplify the actual conclusion in the paper It specifies “low risk patients”(not all comers) who are fully recovered In fact currently guidelines say the same… Editorial and guideline update will follow soon so I reckon ‘hold onto your hats’ a while longer | 3 |
| 1639254183059546114 | @Andyrooz22 @Anaes_Journal @CMc_PhD @rmoonesinghe @bengoldacre @alwynkotzee @justin_kua @dermotmcguckin @OpenSAFELY It should never have been 8 weeks methinks Importantly current guidance required balancing risk vs benefit of delay or proceeding https://t.co/GOTvFCKm4k | 2 |
| 1640672882874261504 | @DanClintonRN @Clint_OMeley @DrMetabolism @LDLSkeptic @lowcarbGP @DavidDobiesMD @PharmRJ @bengoldacre @carlheneghan Prof @GuyattGH et al wrote about the probs with use of composite end points in cardiovascular trials way back in 2007 https://t.co/wJE1VXPoaF | 1 |
Top 10 tweets with highest Like count
| ID | Text | Like count |
|---|---|---|
| 1639195908486189056 | 🔓This new study of >3.5 million patients suggests it is safe to operate on patients 2 weeks after a positive COVID diagnosis, as long as they have recovered. @CMc_PhD @rmoonesinghe @bengoldacre @alwynkotzee @justin_kua @dermotmcguckin @OpenSAFELY 🔗https://t.co/D52gfUc9TE https://t.co/3bjEOLUVWV | 98 |
| 1641678083848650753 | @Jikkyleaks @WildColonialGal @bengoldacre @TheLancet And just who IS Nicole Junkermann? What were her connections to Jeffrey Epstein? Why did Matt Hancock help her gain access to the UK's NHS? That's what @JohnnyVedmore wanted to find out ... https://t.co/CWWYbnV98j | 62 |
| 1641634444170919936 | @WildColonialGal @JorJorWell Those were the days when @bengoldacre advocated for data transparency in clinical trials. Then he hooked up with Nicole Junkermann, produced an unverifiable paper on hydroxychloroquine in COVID, and refused to release the data for verification. @TheLancet published the crap. | 16 |
| 1639255233116385282 | @Anaes_Journal @CMc_PhD @rmoonesinghe @bengoldacre @alwynkotzee @justin_kua @dermotmcguckin @OpenSAFELY Headline might simplify the actual conclusion in the paper It specifies “low risk patients”(not all comers) who are fully recovered In fact currently guidelines say the same… Editorial and guideline update will follow soon so I reckon ‘hold onto your hats’ a while longer | 13 |
| 1639639349854650369 | @Anaes_Journal @CMc_PhD @rmoonesinghe @bengoldacre @alwynkotzee @justin_kua @dermotmcguckin @OpenSAFELY Following on from my comment not to condense a guideline into a sentence.. “2 wks ok & change the guidelines” Those that don’t read beyond the headline may be misled For comparison: 2nd image is from the guideline… which emphasises individualised risk assessment @Medscape https://t.co/rt9nbPYPYm | 8 |
| 1639640163646070785 | @Anaes_Journal @CMc_PhD @rmoonesinghe @bengoldacre @alwynkotzee @justin_kua @dermotmcguckin @OpenSAFELY @Medscape FWIW I agree the guideline does need revisiting but It never said “always defer 7 weeks” After revision it’s unlikely to say “always crack on after 2 weeks” Read the paper😊 | 8 |
| 1639208061293445122 | @robin_shattock @bengoldacre @mattwridley @Beck_Sall @sonia_elijah @ake2306 @JohnBoweActor https://t.co/XEzeqrYZBd | 7 |
| 1641134444722417666 | @pash22 @MaartenvSmeden @axelheitmueller @susan_bewley @angelaraffle @mgtmccartney @ProfKevinFenton @bengoldacre @lregan7 @NICEComms @GSCollins @BenVanCalster @laure_wynants @sib313 @MichaelBaum11 On polygenic profiling this is pretty good Realistic expectations are key to realising the benefits of polygenic scores https://t.co/zhgE1hJWBA limited in ability to predict, much of a person’s risk is determined by factors that polygenic scores cannot measure | 6 |
| 1639254183059546114 | @Andyrooz22 @Anaes_Journal @CMc_PhD @rmoonesinghe @bengoldacre @alwynkotzee @justin_kua @dermotmcguckin @OpenSAFELY It should never have been 8 weeks methinks Importantly current guidance required balancing risk vs benefit of delay or proceeding https://t.co/GOTvFCKm4k | 6 |
| 1639385315134648320 | @dblaineleacy @neillhope @bengoldacre They are not legally parked though. It's illegal to park on a cycle path. Edinburgh council will not honour the time window for loading when a vehicle is on a pavement/cycle path. So the driver has in fact reduced their 30 minute window to an instant ticket. | 5 |
Top 3 Languages Used In Tweets
Top 10 Hashtags used
| Hashtag | Count |
|---|---|
| #healthdata | 1 |
| #adcom | 1 |
| #cycle | 1 |
Top 10 Hashtags Used In Tweets
Top 10 mentions
| Mention | Count |
|---|---|
| @bengoldacre | 212 |
| @opensafely | 40 |
| @rmoonesinghe | 34 |
| @anaes_journal | 33 |
| @justin_kua | 31 |
| @dermotmcguckin | 31 |
| @cmc_phd | 30 |
| @laure_wynants | 29 |
| @nicecomms | 28 |
| @angelaraffle | 27 |
Top 10 mentions
Wordcloud of Tweets
Emojis
Average number of emojis used per tweet
13
Emojis used in tweets
| Emoji | Count | Emoji Text |
|---|---|---|
| 😆 | 6 | grinning_squinting_face |
| 😂 | 6 | face_with_tears_of_joy |
| 🤔 | 3 | thinking_face |
| 😉 | 2 | winking_face |
| 🔓 | 2 | unlocked |
| 🔗 | 2 | link |
| 😊 | 2 | smiling_face_with_smiling_eyes |
| 😵💫 | 1 | face_with_spiral_eyes |
| 🤯 | 1 | exploding_head |
| 🤣 | 1 | rolling_on_the_floor_laughing |
Emojis groups
| Emoji Group | Count |
|---|---|
| Smileys & Emotion | 22 |
| Objects | 4 |
| People & Body | 2 |