Tweets Analysis - Keyword: @enenbee
Overview
Total number of tweets analysed
60
Earliest tweet was on
2023-02-11
Latest tweet was on
2023-02-20
Tweets covering
9 days
Average age of authors' accounts
7 years
Summarization
Scientists are working to rapidly develop vaccines to tackle emerging deadly viruses like Marburg. Local and global support of science is necessary to fight off these viruses. Discussion of the cycle of discrimination and retaliation within organizations, the need for diversity in leadership, and the dangers of speaking up against the status quo is prevalent in the tweets. Women and people of color are often used as tokens in these organizations, creating dangerous conditions for their safety, mental health, and career. A Strategic National Framework for transitioning COVID-19 measures is being proposed.
Topic Modeling
- COVID-19, Vaccines, and Science
- Discrimination and Retaliation
- Collaboration and Support of Women/Non-White Leaders
- Challenging the Culture
- Mental Health and Retaliation
Emotional Analysis
The tweets in this collection express a range of emotions, including concern, support, collaboration, admiration, courage, strength, frustration, anger, disappointment, and sadness. The tweets also highlight systemic discrimination and the need for diversity, as well as the need for greater support for science and public health initiatives. Many of the tweets also express admiration for those who are standing up for themselves and advocating for change. Overall, the tweets express a desire for greater equity and support for science, as well as a sense of solidarity with those who have experienced discrimination and retaliation.
Trend Analysis
- COVID-19 and other deadly viruses
- Discrimination and retaliation
- Collaboration and support
- Women, non-White and diversity
- Career, reputation and self-advocacy
Types of Tweets
Number of Retweets
23
Percentage of total tweets
38%
Number of Original tweets
2
Percentage of total tweets
3%
Number of tweets that contain Mentions
60
Percentage of total tweets
100%
Number of tweets that were Replies
34
Percentage of total tweets
56%
Number of tweets that were Quotes
6
Percentage of total tweets
10%
Number of tweets that contain Hashtags
14
Percentage of total tweets
23%
Top 5 devices used to tweet
| Source | Count |
|---|---|
| Twitter for iPhone | 28 |
| Twitter for Android | 16 |
| Twitter Web App | 12 |
| Twitter for iPad | 4 |
What devices were used to tweet
Top 10 accounts with highest followers count
| Username | Name | Bio | Followers count |
|---|---|---|---|
| DrMarthaGulati | Dr. Martha Gulati ♥️🫀❤️🩹🇨🇦 | Cardiologist, ❤️🩹Expert in Women & Heart Disease, Prevention, Author 'Saving Women's Hearts’- Heals 💔 President of ASPC #earlyinterventionalist @CedarsSinai | 50,845 |
| DrvanTilburg | Miranda van Tilburg | Professor at Marshall U, UNC, UW, CUSOM. Director Research at CFV. Sharing news on child health, #parenting. Gut expert. Legacy blue verified. | 19,974 |
| AnastasiaSMihai | Dr Anastasia Mihailidou FAHA FCSANZ FESC | Snr Hospital Scientist @NSLHD, Head, C&HR Lab, @KollingINST; Hon A/Prof MQ University, Chair, @ISHBP Communications, @HyperAHA #SoMe Ed | 16,717 |
| hvanspall | Harriette Van Spall, MD MPH | Assoc Professor Cardiologist @CIHR-funded Scientist. Alum @HarvardHSPH. #HF #RCTs #ResearchMethods #ImplementationScience #DataScience #VICTORY-HF #PACT-HF | 14,310 |
| jocalynclark | Jocalyn Clark | International Editor @bmj_latest Former @TheLancet @PLOSMedicine @icddr_b Adj prof @UofTMed @UCLGlobalHealth Canadian in London 🇨🇦🇬🇧 #TeamLH Views my own. | 8,344 |
| KTamirisaMD | Kamala Tamirisa MD | Cardiac Electrophysiologist| Cardiac MRI |Community Activist | Mom & Wife | Tweets are my own | #EPeeps| @hrsonline |#ACCWIC @tcainstitute | 8,211 |
| usnehal | Umbereen S. Nehal, MD, MPH | MIT Sloan fellow, coach, fmr Chief Med Officer & Medicaid med dir, Top Voice 4x, data nerd, digital health, MedEd, humanist, Tweets personal, RT🚫endorsement | 7,236 |
| wordfinga | Linda | I came... I saw... The rest is on-going... | 5,145 |
| TooheyMatthew | Matthew Toohey | Owner of a large and slightly weirdly-shaped head. | "Can become unpleasant when stressed." - Reviewer 2 | Purveyor of #GenderBalancingClothingCommentary | 5,014 |
| ATricco | Dr. Andrea C. Tricco | Canada Research Chair, Director @ Unity Health Toronto, Associate Professor @ University of Toronto, Co Editor in Chief @ Journal of Clinical Epidemiology | 3,614 |
Top 10 accounts with highest friends count
| Username | Name | Bio | Followers count |
|---|---|---|---|
| DrvanTilburg | Miranda van Tilburg | Professor at Marshall U, UNC, UW, CUSOM. Director Research at CFV. Sharing news on child health, #parenting. Gut expert. Legacy blue verified. | 13,405 |
| DrMarthaGulati | Dr. Martha Gulati ♥️🫀❤️🩹🇨🇦 | Cardiologist, ❤️🩹Expert in Women & Heart Disease, Prevention, Author 'Saving Women's Hearts’- Heals 💔 President of ASPC #earlyinterventionalist @CedarsSinai | 8,891 |
| usnehal | Umbereen S. Nehal, MD, MPH | MIT Sloan fellow, coach, fmr Chief Med Officer & Medicaid med dir, Top Voice 4x, data nerd, digital health, MedEd, humanist, Tweets personal, RT🚫endorsement | 6,555 |
| AnastasiaSMihai | Dr Anastasia Mihailidou FAHA FCSANZ FESC | Snr Hospital Scientist @NSLHD, Head, C&HR Lab, @KollingINST; Hon A/Prof MQ University, Chair, @ISHBP Communications, @HyperAHA #SoMe Ed | 6,222 |
| TooheyMatthew | Matthew Toohey | Owner of a large and slightly weirdly-shaped head. | "Can become unpleasant when stressed." - Reviewer 2 | Purveyor of #GenderBalancingClothingCommentary | 5,442 |
| wordfinga | Linda | I came... I saw... The rest is on-going... | 5,127 |
| AnnieMilliken4 | Annie Milliken 💉x 4 😷 | City girl loves nature and the bush. Centre left. Courage, humility and kindness for a fulfilling life. RT indicates interest not necessarily agreement. No DM. | 4,406 |
| TassieThinker | Dr. Barnsley - follow the evidence. #Maskup | Public health regulation. Tobacco control advocate. PhD in public health policy. Likes birds. Abhors corruption. Quaker. Climate justice. EDS/UCI. Labor. | 4,234 |
| KTamirisaMD | Kamala Tamirisa MD | Cardiac Electrophysiologist| Cardiac MRI |Community Activist | Mom & Wife | Tweets are my own | #EPeeps| @hrsonline |#ACCWIC @tcainstitute | 3,567 |
| BoggildLab | Andrea Boggild, MD | Associate Professor of Medicine, University of Toronto // Medical Director, Tropical Disease Unit, Toronto General Hospital // #NTDs #EDI @UHN @UofT | 2,920 |
Most active users
| Username | Bio | Number of tweets |
|---|---|---|
| wordfinga | I came... I saw... The rest is on-going... | 6 |
| usnehal | MIT Sloan fellow, coach, fmr Chief Med Officer & Medicaid med dir, Top Voice 4x, data nerd, digital health, MedEd, humanist, Tweets personal, RT🚫endorsement | 5 |
| GavinWi33762848 | Old Labour democratic socialist, Welsh , chess player, cyclist,🚴love languages,baking 🍞, also love rugby, cricket,football and biathlon, dislike Blairites | 5 |
| BoggildLab | Associate Professor of Medicine, University of Toronto // Medical Director, Tropical Disease Unit, Toronto General Hospital // #NTDs #EDI @UHN @UofT | 4 |
| caprellid | Marine ecologist and educator turned academic developer. Unionist, HSR and woman with opinions. Probably ND, proud parent of enby kid. She/her. | 3 |
| KTamirisaMD | Cardiac Electrophysiologist| Cardiac MRI |Community Activist | Mom & Wife | Tweets are my own | #EPeeps| @hrsonline |#ACCWIC @tcainstitute | 2 |
| Natasha79715562 | - | 2 |
| TsiloglouFreda | God grant me the serenity to accept the things I cant change but change the things I can | 2 |
| DrvanTilburg | Professor at Marshall U, UNC, UW, CUSOM. Director Research at CFV. Sharing news on child health, #parenting. Gut expert. Legacy blue verified. | 2 |
| ruamused | Nurse Practitioner, Cooking, Sci Fi, Marvel, DC, Gardening. Science 🏳️🌈🏴🇦🇺 on Mastodon same name Pronouns: Comrade, Colleague | 1 |
Tweets per day
Top 10 tweets with highest Retweet count
| ID | Text | Retweet count |
|---|---|---|
| 1626959844614803456 | More in the endless cycle of discrimination & retaliation news: https://t.co/43QZ4axd31@arghavan_salles @DocWoc71 @RUBraveEnough @GIJaneSpeaks @wordfinga @KTamirisaMD @hvanspall @DrArtunduaga @enenbee @WIMSummit @DrvanTilburg @DrMarthaGulati @CardiacPA1 @LatinasinSTEM | 9 |
| 1625840572425736192 | Meanwhile we are still dealing with #COVID19 scientists are working to rapidly develop vaccines for other emerging deadly viruses - like #Marburg. We need to support science - globally and locally in Australia. #Auspol2023 @inxanadudid @enenbee @Globalbiosec @noplaceforsheep https://t.co/9BPoCduy3s | 7 |
| 1627380542692904966 | @DrvanTilburg @BoggildLab @arghavan_salles @DocWoc71 @RUBraveEnough @GIJaneSpeaks @wordfinga @KTamirisaMD @hvanspall @DrArtunduaga @enenbee @WIMSummit @DrMarthaGulati @CardiacPA1 @LatinasinSTEM This is why I don’t look only at number of #womeninleadership but conditions they experience, length of tenure, who is in leadership & what they accomplish while in leadership. Are you token? What happens if you speak up on #safety, #ethics, #quality? | 4 |
| 1627048280164302848 | @BoggildLab @arghavan_salles @DocWoc71 @RUBraveEnough @GIJaneSpeaks @wordfinga @KTamirisaMD @hvanspall @DrArtunduaga @enenbee @WIMSummit @DrvanTilburg @CardiacPA1 @LatinasinSTEM This so what happens to so many women. I am glad someone is fighting. | 3 |
| 1626989930944536579 | @BoggildLab @arghavan_salles @DocWoc71 @RUBraveEnough @GIJaneSpeaks @wordfinga @KTamirisaMD @hvanspall @DrArtunduaga @enenbee @WIMSummit @DrMarthaGulati @CardiacPA1 @LatinasinSTEM Often women/non-White you get promoted (we need diversity) but only if the establishment thinks you’ll keep the status quo. Challenging the culture is still very dangerous for career and reputation. @usnehal | 3 |
| 1627067347096981505 | @DrvanTilburg @BoggildLab @arghavan_salles @DocWoc71 @RUBraveEnough @GIJaneSpeaks @wordfinga @hvanspall @DrArtunduaga @enenbee @WIMSummit @DrMarthaGulati @CardiacPA1 @LatinasinSTEM @usnehal 1/ That’s awful ….. Systemic discrimination is just pathetic. It’s so sad that she was affected mentally (burnout or exhaustion). All the years of building her life- they destroyed it. Insecurity, Power & ego.2/ Good for her for standing strong for herself - self-advocacy!! | 2 |
| 1625920359844151306 | This was an incredible collaboration of so many people @EtienneVincentL @DrIvyBourgeault @JCurran_lab @jocalynclark @enenbee @KarenBurnsk @IanDGraham1 @UofTDoMChair @SDM_ULAVAL @JennAnnWatt @wittemanlab @JParsonsLeigh @SofiaAhmedMD @KarenLawford @DalVPR @ReenaPattani @McCabeCJM2 | 2 |
| 1627500332551925761 | @usnehal @DrvanTilburg @BoggildLab @arghavan_salles @DocWoc71 @RUBraveEnough @GIJaneSpeaks @wordfinga @hvanspall @DrArtunduaga @enenbee @WIMSummit @DrMarthaGulati @CardiacPA1 @LatinasinSTEM 🎯 | 1 |
| 1627679426803531777 | @KTamirisaMD @DrvanTilburg @BoggildLab @arghavan_salles @DocWoc71 @RUBraveEnough @GIJaneSpeaks @wordfinga @hvanspall @DrArtunduaga @enenbee @WIMSummit @DrMarthaGulati @CardiacPA1 @LatinasinSTEM Agree, takes courage & strength to speak. That said, women & WOC who stay quiet may need to if retaliation will expand to targeting their families and/or adversely affects #mentalhealth after years of being abused with effects on mental health. It is not less strong to do that. | 1 |
| 1627680502160232448 | @KTamirisaMD @DrvanTilburg @BoggildLab @arghavan_salles @DocWoc71 @RUBraveEnough @GIJaneSpeaks @wordfinga @hvanspall @DrArtunduaga @enenbee @WIMSummit @DrMarthaGulati @CardiacPA1 @LatinasinSTEM The stuff “brands” & companies will do out of retaliation to intimidate & ruin lives it beyond belief. This is just one example from the tech world that can also happen in #healthcare. I’ve taken on institutional bullies & they have no #ethics/humanism.https://t.co/5CJoDmJxM9 | 1 |
Top 10 tweets with highest Like count
| ID | Text | Like count |
|---|---|---|
| 1625840572425736192 | Meanwhile we are still dealing with #COVID19 scientists are working to rapidly develop vaccines for other emerging deadly viruses - like #Marburg. We need to support science - globally and locally in Australia. #Auspol2023 @inxanadudid @enenbee @Globalbiosec @noplaceforsheep https://t.co/9BPoCduy3s | 30 |
| 1626959844614803456 | More in the endless cycle of discrimination & retaliation news: https://t.co/43QZ4axd31@arghavan_salles @DocWoc71 @RUBraveEnough @GIJaneSpeaks @wordfinga @KTamirisaMD @hvanspall @DrArtunduaga @enenbee @WIMSummit @DrvanTilburg @DrMarthaGulati @CardiacPA1 @LatinasinSTEM | 18 |
| 1625920359844151306 | This was an incredible collaboration of so many people @EtienneVincentL @DrIvyBourgeault @JCurran_lab @jocalynclark @enenbee @KarenBurnsk @IanDGraham1 @UofTDoMChair @SDM_ULAVAL @JennAnnWatt @wittemanlab @JParsonsLeigh @SofiaAhmedMD @KarenLawford @DalVPR @ReenaPattani @McCabeCJM2 | 17 |
| 1626989930944536579 | @BoggildLab @arghavan_salles @DocWoc71 @RUBraveEnough @GIJaneSpeaks @wordfinga @KTamirisaMD @hvanspall @DrArtunduaga @enenbee @WIMSummit @DrMarthaGulati @CardiacPA1 @LatinasinSTEM Often women/non-White you get promoted (we need diversity) but only if the establishment thinks you’ll keep the status quo. Challenging the culture is still very dangerous for career and reputation. @usnehal | 14 |
| 1627048280164302848 | @BoggildLab @arghavan_salles @DocWoc71 @RUBraveEnough @GIJaneSpeaks @wordfinga @KTamirisaMD @hvanspall @DrArtunduaga @enenbee @WIMSummit @DrvanTilburg @CardiacPA1 @LatinasinSTEM This so what happens to so many women. I am glad someone is fighting. | 9 |
| 1627380542692904966 | @DrvanTilburg @BoggildLab @arghavan_salles @DocWoc71 @RUBraveEnough @GIJaneSpeaks @wordfinga @KTamirisaMD @hvanspall @DrArtunduaga @enenbee @WIMSummit @DrMarthaGulati @CardiacPA1 @LatinasinSTEM This is why I don’t look only at number of #womeninleadership but conditions they experience, length of tenure, who is in leadership & what they accomplish while in leadership. Are you token? What happens if you speak up on #safety, #ethics, #quality? | 8 |
| 1627067347096981505 | @DrvanTilburg @BoggildLab @arghavan_salles @DocWoc71 @RUBraveEnough @GIJaneSpeaks @wordfinga @hvanspall @DrArtunduaga @enenbee @WIMSummit @DrMarthaGulati @CardiacPA1 @LatinasinSTEM @usnehal 1/ That’s awful ….. Systemic discrimination is just pathetic. It’s so sad that she was affected mentally (burnout or exhaustion). All the years of building her life- they destroyed it. Insecurity, Power & ego.2/ Good for her for standing strong for herself - self-advocacy!! | 8 |
| 1627186698005401601 | @JessicaCarmod10 @ExposingNV His level of clinical qualifications are not on par with mine either so why would I follow him when I follow@ProfPCDoherty @PeterHotez @Globalbiosec @trishgreenhalgh @TonyBlakely_PI @enenbee Just to name a few | 7 |
| 1627051883021099009 | @DrMarthaGulati @BoggildLab @arghavan_salles @DocWoc71 @RUBraveEnough @GIJaneSpeaks @wordfinga @KTamirisaMD @hvanspall @DrArtunduaga @enenbee @WIMSummit @DrvanTilburg @CardiacPA1 @LatinasinSTEM And she will win… | 6 |
| 1627054031079370752 | @DrvanTilburg @BoggildLab @arghavan_salles @DocWoc71 @RUBraveEnough @GIJaneSpeaks @wordfinga @KTamirisaMD @hvanspall @DrArtunduaga @enenbee @WIMSummit @DrMarthaGulati @CardiacPA1 @LatinasinSTEM 💯% https://t.co/CXYE0nszRE | 5 |
Top 3 Languages Used In Tweets
Top 10 Hashtags used
| Hashtag | Count |
|---|---|
| #ethics | 4 |
| #ournhs | 3 |
| #healthcare | 2 |
| #mentalhealth | 2 |
| #womeninleadership | 2 |
| #safety | 2 |
| #quality | 2 |
| #covid19 | 2 |
| #marburg | 2 |
| #auspol2023 | 2 |
Top 10 Hashtags Used In Tweets
Top 10 mentions
| Mention | Count |
|---|---|
| @enenbee | 60 |
| @docwoc71 | 23 |
| @rubraveenough | 23 |
| @gijanespeaks | 23 |
| @wordfinga | 23 |
| @hvanspall | 23 |
| @drartunduaga | 23 |
| @wimsummit | 23 |
| @cardiacpa1 | 23 |
| @latinasinstem | 23 |
Top 10 mentions
Wordcloud of Tweets
Emojis
Average number of emojis used per tweet
25
Emojis used in tweets
| Emoji | Count | Emoji Text |
|---|---|---|
| 🙄 | 2 | face_with_rolling_eyes |
| 🎯 | 2 | bullseye |
| 🤷♀️ | 2 | woman_shrugging |
| 💯 | 2 | hundred_points |
| 🙈 | 1 | see-no-evil_monkey |
| 🙉 | 1 | hear-no-evil_monkey |
| 🙊 | 1 | speak-no-evil_monkey |
| 🙂 | 1 | slightly_smiling_face |
| ❤️ | 1 | red_heart |
| 👍 | 1 | thumbs_up |
Emojis groups
| Emoji Group | Count |
|---|---|
| Smileys & Emotion | 9 |
| People & Body | 3 |
| Activities | 2 |
| Symbols | 1 |