Tweets Analysis - Keyword: @Boghuma
Overview
Total number of tweets analysed
106
Earliest tweet was on
2023-02-13
Latest tweet was on
2023-02-23
Tweets covering
9 days
Average age of authors' accounts
9 years
Summarization
The tweets discuss the impact of monkeypox (mpox), particularly on vulnerable populations such as men who have sex with men and those who are HIV positive. The author also highlights the individual suffering caused by the disease, as well as the importance of equitable access to vaccines to prevent and eliminate mpox. The tweets also mention a study on the effectiveness of smallpox vaccination in preventing mpox and the presentation of mpox vaccine data at a conference. The tweets feature mentions of various individuals and organizations involved in mpox research and prevention.
Topic Modeling
- Suffering and vulnerability in health crises
- Inequities and vulnerabilities contributing to greater inequity and vulnerability
- Mpox as a serious health threat and its impact on men who have sex with men
- Effective prevention and vaccination against Mpox
- Presentation and representation at CROI2023
Emotional Analysis
The tweets express a range of emotions from concern and worry to pride and excitement. There is a strong focus on the suffering and inequities experienced by those affected by mpox, particularly within marginalized populations such as men who have sex with men. There is also a sense of urgency around the need for a vaccine and equitable access to it. The tweets also convey a sense of collaboration and support within the scientific community, with mentions of colleagues and mentors. Overall, the emotions expressed are driven by a desire for progress in the fight against mpox and a commitment to equity and justice.
Trend Analysis
- Individual suffering and equity as factors in vulnerability
- The impact of mpox on men who have sex with men
- Efforts to understand and address mpox, including vaccination data from military personnel
- The importance of equitable access to vaccines
- Updates and highlights from the CROI2023 conference, including presentations by Boghuma Titanji
Types of Tweets
Number of Retweets
42
Percentage of total tweets
39%
Number of Original tweets
11
Percentage of total tweets
10%
Number of tweets that contain Mentions
106
Percentage of total tweets
100%
Number of tweets that were Replies
52
Percentage of total tweets
49%
Number of tweets that were Quotes
10
Percentage of total tweets
9%
Number of tweets that contain Hashtags
42
Percentage of total tweets
39%
Top 5 devices used to tweet
| Source | Count |
|---|---|
| Twitter for iPhone | 41 |
| Twitter Web App | 36 |
| Twitter for Android | 21 |
| TweetDeck | 7 |
| TwInbox | 1 |
What devices were used to tweet
Top 10 accounts with highest followers count
| Username | Name | Bio | Followers count |
|---|---|---|---|
| kakape | Kai Kupferschmidt | @kakape@mas.to and https://t.co/1UbPZyjiNI science journalist. molecular biologist. curious. writer at @sciencemagazine part of @pandemiapodcast, all things #blue | 156,602 |
| gregggonsalves | Gregg Gonsalves | I work @Yale focusing on operations research/epidemiology for infectious disease. Assoc. Prof @YaleSPH. | 115,075 |
| CarlosdelRio7 | Carlos del Rio | Executive Associate Dean Emory@Grady; co-Director Emory CFAR; International Secretary of NAM & President IDSA. Posted opinions are own. RT not endorsements. | 56,328 |
| AntibioticDoc | Dr. Lynora Saxinger MD FRCPC Infectious Diseases | Infectious Diseases doctor, UofAlberta professor, incurably curious, explain ≠ endorse, theoretically @AntibioticDoc@med-mastodon.com | 30,664 |
| KindrachukJason | Jason Kindrachuk, PhD | Assistant Professor|Canada Research Chair|@umanitoba @UM_RadyFHS|contributor @Forbes|#emergingviruses #COVID19 #Ebola #mpox| Same handle for other platforms | 22,516 |
| MSharifpourMD | Milad Sharifpour, MD | Anesthesiologist, CTICU intensivist, MCS, Shock, Sepsis, mechanical ventilation. @cedarssinai زن.زندگی.آزادی | 20,392 |
| benryanwriter | Benjamin Ryan | 🔬Health & science reporter: COVID, HIV, mpox | Cancer Survivor | Contributor: @NYTimes @NBCNews @Guardian @TRF Also: @WashingtonPost @TheAtlantic @TheNation | 16,137 |
| LizHighleyman | Liz Highleyman | Medical journalist. @POZmagazine science editor, @aidsmap, @Slate, @eBARnews. Research beagle adopter. 🐘@LizAtBlackRose@mstdn.social | 14,936 |
| Felicea | Mela Eckenfels | Author. Nerdy, dorky geekgirl. Auch auf @mela@zusammenkunft.net #ProjektMaster Unterstützen? https://t.co/dP0QH59URK | 13,996 |
| DrToddLee | Todd Lee | Clinician-scientist @mcgillu Fellow of the Infectious Diseases Society of America. Co-inventor of https://t.co/WgP4GAWoCR Immortal-time Lord | 11,612 |
Top 10 accounts with highest friends count
| Username | Name | Bio | Followers count |
|---|---|---|---|
| gregggonsalves | Gregg Gonsalves | I work @Yale focusing on operations research/epidemiology for infectious disease. Assoc. Prof @YaleSPH. | 12,330 |
| LizHighleyman | Liz Highleyman | Medical journalist. @POZmagazine science editor, @aidsmap, @Slate, @eBARnews. Research beagle adopter. 🐘@LizAtBlackRose@mstdn.social | 8,188 |
| KindrachukJason | Jason Kindrachuk, PhD | Assistant Professor|Canada Research Chair|@umanitoba @UM_RadyFHS|contributor @Forbes|#emergingviruses #COVID19 #Ebola #mpox| Same handle for other platforms | 7,341 |
| majaloca | Tere Chavez 🇺🇦🌻 | Amo mi país y m ciudad. Me encanta leer y conocer distintos puntos de vista. Love Mexico City, reading & different points of view. RTs are not endorsements. | 4,994 |
| stevecripe57 | Caregiver ✝️💞⚔️🛡️ | Fmr. FF/Paramedic; ED/Trauma/Neuro-ICU RN; Trauma Coordinator; Director QI/RM;Alumnus @shocktrauma;Non nobis Domine,Non nobis,Sed Nomini,Tuo da gloriam. | 4,992 |
| IdVilchez | Gabe 🦊 | ID doc for fun To Know, to Dare, to Will, to Keep Silence | 4,950 |
| campos | Leonel Campos | Médico infectologista (CRM/SP 149049 RQE 50657). - Saúde, política e cultura. COI: married to @Deisy_Ventura | 4,809 |
| That_DarnKat | 💜Kat💜 | Christian deconstructing religious+political beliefs/Writer/English M.A./Cat Lady/Progressive/INFJ 1w2/Anti-dominionist #AuDHD #Hashimotos #PCOS #OCD #LongCovid | 4,260 |
| VanesPee | Ebasone Vanes | MD, PhD(c) | Polymathy & Rational Optimism🤞🏽 | 4,127 |
| yoshiefuruhashi | Yoshie Furuhashi | Yoshie Furuhashi, Founder, Movement Translation Service | 4,028 |
Most active users
| Username | Bio | Number of tweets |
|---|---|---|
| HIVDocSK | Infectious Diseases MD. #HIVTwitter. Full time MPH Student @HarvardChanSPH. @CIHR_CTN investigator. Nomad. Views, own. He/Him. 🇨🇦🇮🇳🇧🇳🇲🇾 | 9 |
| kakape | @kakape@mas.to and https://t.co/1UbPZyjiNI science journalist. molecular biologist. curious. writer at @sciencemagazine part of @pandemiapodcast, all things #blue | 7 |
| CarlosdelRio7 | Executive Associate Dean Emory@Grady; co-Director Emory CFAR; International Secretary of NAM & President IDSA. Posted opinions are own. RT not endorsements. | 5 |
| Skatiq3 | PRO VACCINES! HEALTH IS IMPORTANT FOR EVERYONE ANTI DISCRIMINATION | 5 |
| DrBike7 | HIV Science & Clinical Research. Motorbikes, wines, music, photography, travels, freedom. Truth always first. | 4 |
| gregggonsalves | I work @Yale focusing on operations research/epidemiology for infectious disease. Assoc. Prof @YaleSPH. | 3 |
| Esteban09090 | President @EACSociety Associate Professor Medicine @UniBarcelona Senior Consultant Infectious Diseases @hospitalclinic | 3 |
| Toetterbeck | Mike Ryan“If you need to be right before you move,you will never win."Lebt in3Welten u in keiner.Lived on a boat10years..luvs2travel. | 2 |
| DrUzmaSyed | Physician•Educator•CommunityOrganizer Chair COVID Task Force/core member @faith4vaccines /vaccine equity advisor @familiesusa/🔴Tedx Speaker/CEO @us_align | 2 |
| dr_Ali_Innocent | Senior Lecturer/Researcher: Malaria, Tropical Infectious and Emerging Diseases Genomics and Global health. Clinical Trialist, Implementation Science, Serology. | 2 |
Tweets per day
Top 10 tweets with highest Retweet count
| ID | Text | Retweet count |
|---|---|---|
| 1628117479347326976 | Link to the @TheLancet mpix study @profchloeorkin just presented #CROI2023 - MPOX IS AN OPPORTUNISTIC PATHOGEN & VAX IS CRITICAL!!!! Thanks @TheLancetHIV for sharing @dr_michaelmarks @tristanjbarber @ShareEastLondon @Boghuma @BASHH_UK @BritishHIVAssoc https://t.co/06mFqAaBhR | 13 |
| 1628163587142299648 | @BrendaCrabtreeR @TheLancet @oriolmitja @Boghuma @gregggonsalves My story is here: https://t.co/gFM1rJRZ6p The paper: https://t.co/A7zEIEA5Pi One of the authors @dr_michaelmarks has a thread here: https://t.co/xQPB98ihM4 And another author, @profchloeorkin, who presented the data at #CROI today has a great thread: https://t.co/o8Q68a23mO | 12 |
| 1628162299897806854 | @BrendaCrabtreeR @TheLancet @oriolmitja @Boghuma @gregggonsalves 2. I'm struck how easily we forget about individual suffering (even more so I worry after the experiences in the last years with #covid19). As @BrendaCrabtreeR told me: The numbers may seem small. "But people do suffer from mpox and people do die from mpox." | 8 |
| 1628456930950930432 | How effective is smallpox vaccination in the prevention of MPOX? @Boghuma presented at #CROI2023 using data from US military & veterans. VE for Dryvax = 66%, for ACAM2000 78%. https://t.co/G0bz0dvLR4 | 6 |
| 1628161392443269123 | @BrendaCrabtreeR @TheLancet @oriolmitja @Boghuma "This creates a dangerous situation, in which our failures to address the AIDS epidemic among this population, now may create new risks for HIV+ MSM of severe mpox disease and death", @gregggonsalves told me. | 6 |
| 1628161032819552258 | @BrendaCrabtreeR @TheLancet @oriolmitja @Boghuma Two things strike me: 1. This is another example of how inequities and vulnerabilities can create more inequity and more vulnerability. | 5 |
| 1628161260167610368 | @BrendaCrabtreeR @TheLancet @oriolmitja @Boghuma After all, men who have sex with men are much more likely to acquire an HIV infection than the general public. But they are also less likely in many places to access testing and treatment. Now mpox is affecting the same population. | 5 |
| 1628162785795362817 | @BrendaCrabtreeR @TheLancet @oriolmitja @Boghuma @gregggonsalves And so my mind is stuck on the story of this one patient in his 30s, who died in a hospital bed in Mexico City last summer, surrounded by doctors desperate for anything to treat him with and yet unable to do anything for him. | 5 |
| 1628480776026337280 | @Boghuma ✨shining bright as always but what people don’t see is the behind the scenes: she is incredibly generous with her time, wisdom and energy that stays with you. Lucky to call her friend, mentor and role model (note equity always at the center of her work) #CROI2023 https://t.co/M3Z0olORxb | 4 |
| 1628374452445806592 | Big final day of #CROI2023 @Boghuma will present the Mpox vaccine data from the VA and DoD at a morning press conference and late breaker oral abstract - super proud!!! https://t.co/3iUSP6BoFz | 4 |
Top 10 tweets with highest Like count
| ID | Text | Like count |
|---|---|---|
| 1628162299897806854 | @BrendaCrabtreeR @TheLancet @oriolmitja @Boghuma @gregggonsalves 2. I'm struck how easily we forget about individual suffering (even more so I worry after the experiences in the last years with #covid19). As @BrendaCrabtreeR told me: The numbers may seem small. "But people do suffer from mpox and people do die from mpox." | 41 |
| 1628161032819552258 | @BrendaCrabtreeR @TheLancet @oriolmitja @Boghuma Two things strike me: 1. This is another example of how inequities and vulnerabilities can create more inequity and more vulnerability. | 39 |
| 1628162785795362817 | @BrendaCrabtreeR @TheLancet @oriolmitja @Boghuma @gregggonsalves And so my mind is stuck on the story of this one patient in his 30s, who died in a hospital bed in Mexico City last summer, surrounded by doctors desperate for anything to treat him with and yet unable to do anything for him. | 39 |
| 1628163587142299648 | @BrendaCrabtreeR @TheLancet @oriolmitja @Boghuma @gregggonsalves My story is here: https://t.co/gFM1rJRZ6p The paper: https://t.co/A7zEIEA5Pi One of the authors @dr_michaelmarks has a thread here: https://t.co/xQPB98ihM4 And another author, @profchloeorkin, who presented the data at #CROI today has a great thread: https://t.co/o8Q68a23mO | 35 |
| 1627547942205931521 | Okay so this finally happened!!! #iknowyoufromtwitter moment with @Boghuma herself!!! #CROI2023 https://t.co/Y9mwzdWRkP | 35 |
| 1628161260167610368 | @BrendaCrabtreeR @TheLancet @oriolmitja @Boghuma After all, men who have sex with men are much more likely to acquire an HIV infection than the general public. But they are also less likely in many places to access testing and treatment. Now mpox is affecting the same population. | 32 |
| 1628161392443269123 | @BrendaCrabtreeR @TheLancet @oriolmitja @Boghuma "This creates a dangerous situation, in which our failures to address the AIDS epidemic among this population, now may create new risks for HIV+ MSM of severe mpox disease and death", @gregggonsalves told me. | 32 |
| 1628160294135508993 | @BrendaCrabtreeR @TheLancet @oriolmitja More than half the patients in which this syndrome was suspected, died. As @Boghuma told me: “We are grappling with these scenarios and clinicians do not know what the best approach is at this time.” | 30 |
| 1628456930950930432 | How effective is smallpox vaccination in the prevention of MPOX? @Boghuma presented at #CROI2023 using data from US military & veterans. VE for Dryvax = 66%, for ACAM2000 78%. https://t.co/G0bz0dvLR4 | 28 |
| 1628117479347326976 | Link to the @TheLancet mpix study @profchloeorkin just presented #CROI2023 - MPOX IS AN OPPORTUNISTIC PATHOGEN & VAX IS CRITICAL!!!! Thanks @TheLancetHIV for sharing @dr_michaelmarks @tristanjbarber @ShareEastLondon @Boghuma @BASHH_UK @BritishHIVAssoc https://t.co/06mFqAaBhR | 25 |
Top 3 Languages Used In Tweets
Top 10 Hashtags used
| Hashtag | Count |
|---|---|
| #croi2023 | 32 |
| #mpox | 11 |
| #covid19 | 3 |
| #croi | 3 |
| #healthequity | 2 |
| #sharenet | 2 |
| #smallpox | 1 |
| #smallpoxvaccines | 1 |
| #marburg | 1 |
| #martindelaney | 1 |
Top 10 Hashtags Used In Tweets
Top 10 mentions
| Mention | Count |
|---|---|
| @boghuma | 109 |
| @thelancet | 24 |
| @brendacrabtreer | 22 |
| @oriolmitja | 20 |
| @kakape | 12 |
| @gregggonsalves | 12 |
| @profchloeorkin | 10 |
| @dremilymcd | 10 |
| @idvilchez | 10 |
| @emorycfar | 9 |
Top 10 mentions
Wordcloud of Tweets
Emojis
Average number of emojis used per tweet
13
Emojis used in tweets
| Emoji | Count | Emoji Text |
|---|---|---|
| 👏 | 4 | clapping_hands |
| 😂 | 3 | face_with_tears_of_joy |
| ✨ | 2 | sparkles |
| 🙌 | 1 | raising_hands |
| 🌟 | 1 | glowing_star |
| 🙏 | 1 | folded_hands |
| 👏🏽 | 1 | clapping_hands_medium_skin_tone |
| 😶 | 1 | face_without_mouth |
Emojis groups
| Emoji Group | Count |
|---|---|
| People & Body | 7 |
| Smileys & Emotion | 4 |
| Activities | 2 |
| Travel & Places | 1 |