Tweets Analysis - Keyword: @oriolmitja
Overview
Total number of tweets analysed
129
Earliest tweet was on
2023-02-12
Latest tweet was on
2023-02-23
Tweets covering
10 days
Average age of authors' accounts
9 years
Summarization
The tweets discuss a report on the severity and mortality of molluscum contagiosum virus (mpox) in patients with a low CD4 cell count and how it affects men who have sex with men. The report highlights the inequities and vulnerabilities that create more inequity and vulnerability. The author stresses the importance of individual suffering and urges doctors to prioritize HIV testing for those with mpox and to vaccinate those living with HIV. The report also highlights the dilemma of immune reconstitution inflammatory syndrome, and the uncertainty about the best approach for treatment. The tweets express gratitude for the collaboration of scientists and clinicians who contributed to the study.
Topic Modeling
- Deadly nature of mpox in patients with low CD4 cell count
- Individual suffering and mortality from mpox
- Inequities and vulnerabilities exacerbating mpox risks
- Consequences for testing, treatment, and vaccination of HIV+ population
- Dilemma of immune reconstitution inflammatory syndrome in mpox patients on antiretrovirals
Emotional Analysis
The tweets express a range of emotions including concern, sadness, frustration, and gratitude. Many express concern for the individuals suffering and dying from mpox and the inequalities and vulnerabilities that contribute to their suffering. Some express frustration with the healthcare system's failure to address these inequities and vulnerabilities, while others express gratitude and honor for the work being done by scientists and clinicians around the world. Overall, there is a sense of urgency to address this issue and prevent further suffering and death.
Trend Analysis
- The severity and impact of mpox on patients with low CD4 cell count
- The importance of recognizing individual suffering and not forgetting about it
- The link between inequities/vulnerabilities and increased risk for mpox
- The struggles and dilemmas faced by clinicians in treating mpox in HIV+ patients
- The collaboration and work of scientists and clinicians in studying mpox and developing prevention/treatment strategies
Types of Tweets
Number of Retweets
44
Percentage of total tweets
34%
Number of Original tweets
6
Percentage of total tweets
4%
Number of tweets that contain Mentions
129
Percentage of total tweets
100%
Number of tweets that were Replies
74
Percentage of total tweets
57%
Number of tweets that were Quotes
15
Percentage of total tweets
11%
Number of tweets that contain Hashtags
18
Percentage of total tweets
13%
Top 5 devices used to tweet
| Source | Count |
|---|---|
| Twitter for Android | 53 |
| Twitter for iPhone | 37 |
| Twitter Web App | 19 |
| TweetDeck | 10 |
| Twitter for iPad | 9 |
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 | 156,599 |
| Nopanaden | Alberto García-Salido | Marido, padre, intensivista, pasado paliativista, PhD y escritor. Colaboro en @MasDeUno/@JotDownSpain. #PedsICU, cine y libros. ORCID➡️https://t.co/czMI5j5wSb | 120,636 |
| gregggonsalves | Gregg Gonsalves | I work @Yale focusing on operations research/epidemiology for infectious disease. Assoc. Prof @YaleSPH. | 115,074 |
| 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. | 56,329 |
| BrendaCrabtreeR | Brenda Crabtree | Infectóloga mexicana, investigadora en temas de VIH, en busca de equidad en salud. Feminista. #womeninscience. Mamá orgullosa. Amo las ⛰. Opiniones sólo mías | 45,854 |
| dredgarbarragan | Edgar Pérez Barragán | Infectólogo 🇲🇽 CMN La Raza y Clínica Condesa Iztapalapa. Director de proyectos en @sidvimx. Opiniones personales. | 19,072 |
| JosepCorbella | Josep Corbella | Periodista de @LaVanguardia especialitzat en ciència i salut. Col·laboro a @DebatAlRojoVivo, @versiorac1 i @totesmoutv3. | 17,304 |
| melquiadess | josé b. | hablo yo y pasa un carro | 15,858 |
| 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 |
| drlaurajwaters | Laura Waters 🇺🇦 | HIV doc | Campari fan | @PeopleFirst_HIV | past @BritishHIVAssoc chair | NSA HIV @NHSE | @TheFoodChain | views mine | #HIVtwitter | she/her | 11,234 |
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 |
| DaemonAAc | BunnyRabbit 🐇& 🐀 | Evil. Really, quite evil. Incessant reader. A steady supply of novels keeps me from running amok, so: yea, libraries. Dislikes quite a large swath of humanity. | 4,999 |
| 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 |
| LariBowen | Lari | Mother of 4 awesome kids, Cancer Survivor, Advocate/Mom for daughter with an Undiagnosed Rare Disease, and Nature Geek. Grateful 4 Science/Medicine | 4,982 |
| dcm50 | david morrison 🇺🇦 | healthcare nerd, photographer , former policy on pandemic influenza policy | 4,964 |
| Julis93418180 | Julis | Estimo els meus fills el Barça, el meu País Catalunya, dos amics, a tots als animals, les flors i les persones bones🌞 | 4,630 |
| sublibrarian | #EFTA | A mí no me vengas con deícticos. 'Sóc' amb accent, si us plau. / EN,DE,EL> ES,CA | 4,451 |
| yoshiefuruhashi | Yoshie Furuhashi | Yoshie Furuhashi, Founder, Movement Translation Service | 4,028 |
| LJuanSan | Juan López Gago | Periodista en paro / Unemployed journalist / Alérgico al pensamiento único / Allergic to one-track thinking / Políglota. Gay. Y muchas cosas más. | 4,004 |
| inforenique | My InfoRenique | Arts & Culture News History Design & Architecture Black Community General News Politics Technology & Science Science & Technology Design & Architecture Health | 3,429 |
Most active users
| Username | Bio | Number of tweets |
|---|---|---|
| kakape | @kakape@mas.to and https://t.co/1UbPZyjiNI science journalist. molecular biologist. curious. writer at @sciencemagazine part of @pandemiapodcast, all things #blue | 10 |
| Cristina_B | Estimo els animals, la ciència, i les persones que es deixen estimar. La música em guareix l'ànima. Sempre saber més. Bloquejo negacionistes, bots i trolls. | 10 |
| Skatiq3 | PRO VACCINES! HEALTH IS IMPORTANT FOR EVERYONE ANTI DISCRIMINATION | 8 |
| mepregas | - | 8 |
| LourdesSauc | Lluita, valentia, no a la violència | 3 |
| margasl1 | - | 3 |
| RutgerWalls | Head, Dept of Infectious Diseases @hgermanstrias. PI @microbialgene & @mistralhiv @irsicaixa. Adj Prof @CWRUSOM. @BecarisFLC @EU_H2020 @NIH. AEditor @JIDjournal | 3 |
| BrendaCrabtreeR | Infectóloga mexicana, investigadora en temas de VIH, en busca de equidad en salud. Feminista. #womeninscience. Mamá orgullosa. Amo las ⛰. Opiniones sólo mías | 3 |
| Mariona56463382 | Indepe CDR Periodista Tècnic Riscos Laborals Escritora inèdita novel·la negra | 2 |
| HIVDocSK | Infectious Diseases MD. #HIVTwitter. Full time MPH Student @HarvardChanSPH. @CIHR_CTN investigator. Nomad. Views, own. He/Him. 🇨🇦🇮🇳🇧🇳🇲🇾 | 2 |
Tweets per day
Top 10 tweets with highest Retweet count
| ID | Text | Retweet count |
|---|---|---|
| 1628158028552732672 | @BrendaCrabtreeR @TheLancet The report makes it clear how deadly mpox can be in patients with a low CD4 cell count: Of 179 patients with a CD4 cell count of less than 200, 27 died. The disease is not just more severe in these patients, @oriolmitja told me. “It’s like a different disease.” | 12 |
| 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 |
| 1628159084250689541 | @BrendaCrabtreeR @TheLancet @oriolmitja Some consequences are clear, @oriolmitja told me: Anyone with mpox should also be tested for HIV, so that doctors can prioritise those at highest risk for any treatments (if any are available). People living with HIV should also be prioritised for vaccination, he told me. | 8 |
| 1628160084130902017 | @BrendaCrabtreeR @TheLancet @oriolmitja But the report also points out a dilemma: Some patients when started on antiretrovirals appeared to develop "immune reconstitution inflammatory syndrome": the recovering immune system responds to the existing infection - here mpox - with an overzealous inflammatory response. | 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 |
| 1628214064865497088 | Very important work from such a wonderful collaboration with an amazing group of scientists and clinicians around the world. Congrats @AndreaAlemany3 @oriolmitja @MMarksBD @drlaurajwaters @BrendaCrabtreeR @profchloeorkin and many others. Honored to work with you! https://t.co/iphYuhL7Sj | 5 |
| 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 |
Top 10 tweets with highest Like count
| ID | Text | Like count |
|---|---|---|
| 1628158028552732672 | @BrendaCrabtreeR @TheLancet The report makes it clear how deadly mpox can be in patients with a low CD4 cell count: Of 179 patients with a CD4 cell count of less than 200, 27 died. The disease is not just more severe in these patients, @oriolmitja told me. “It’s like a different disease.” | 47 |
| 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 |
| 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 |
| 1628159084250689541 | @BrendaCrabtreeR @TheLancet @oriolmitja Some consequences are clear, @oriolmitja told me: Anyone with mpox should also be tested for HIV, so that doctors can prioritise those at highest risk for any treatments (if any are available). People living with HIV should also be prioritised for vaccination, he told me. | 32 |
| 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 |
| 1628160084130902017 | @BrendaCrabtreeR @TheLancet @oriolmitja But the report also points out a dilemma: Some patients when started on antiretrovirals appeared to develop "immune reconstitution inflammatory syndrome": the recovering immune system responds to the existing infection - here mpox - with an overzealous inflammatory response. | 31 |
| 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 |
Top 3 Languages Used In Tweets
Top 10 Hashtags used
| Hashtag | Count |
|---|---|
| #its | 4 |
| #lluita | 4 |
| #mpox | 4 |
| #verola | 3 |
| #covid19 | 3 |
| #croi | 3 |
| #vih | 2 |
| #ironiaon | 2 |
| #hiv | 2 |
| #infeccions | 2 |
Top 10 Hashtags Used In Tweets
Top 10 mentions
| Mention | Count |
|---|---|
| @oriolmitja | 131 |
| @thelancet | 45 |
| @brendacrabtreer | 43 |
| @dr_michaelmarks | 27 |
| @kakape | 26 |
| @profchloeorkin | 24 |
| @boghuma | 20 |
| @drlaurajwaters | 20 |
| @gregggonsalves | 12 |
| @andreaalemany3 | 10 |
Top 10 mentions
Wordcloud of Tweets
Emojis
Average number of emojis used per tweet
49
Emojis used in tweets
| Emoji | Count | Emoji Text |
|---|---|---|
| 👏 | 10 | clapping_hands |
| 🚨 | 8 | police_car_light |
| 🔴 | 4 | red_circle |
| ✅ | 4 | check_mark_button |
| 👏🏻 | 3 | clapping_hands_light_skin_tone |
| 👉🏻 | 2 | backhand_index_pointing_right_light_skin_tone |
| 👇 | 2 | backhand_index_pointing_down |
| 🟣 | 2 | purple_circle |
| 🟢 | 2 | green_circle |
| 🚀 | 2 | rocket |
Emojis groups
| Emoji Group | Count |
|---|---|
| People & Body | 25 |
| Smileys & Emotion | 14 |
| Symbols | 13 |
| Travel & Places | 10 |
| Objects | 2 |