enenbee - Tweet Data Analysis
Tweets Analysis - Keyword: @enenbee
Published March 8, 2023
Overview
Tweets covering
9 days
Latest tweet was on
2023-02-20
Earliest tweet was on
2023-02-11
Total number of tweets analysed
60
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
Disclaimer: The text analysis on twtdata.com, powered by OpenAI, does not represent the views of twtdata.com or its affiliates. The analysis is for informational purposes only and not an endorsement of any viewpoint.
Types of Tweets
Number of Retweets
23
38% of total
Number of Original tweets
2
3% of total
Number of tweets that were Quotes
6
10% of total
Number of tweets that were Replies
34
56% of total
Number of tweets that contain Hashtags
14
23% of total
Number of tweets that contain Mentions
60
100% of total
Devices Used to Tweet
Top 5 Devices
| Source | Count |
|---|---|
| Twitter for iPhone | 28 |
| Twitter for Android | 16 |
| Twitter Web App | 12 |
| Twitter for iPad | 4 |
Device Distribution
Top 10 Accounts by Followers
| 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 by Friends
| 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 by Retweets
| 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 … | 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, … | 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 … | 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 … | 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 … | 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 … | 1 |
Top 10 Tweets by Likes
| 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 … | 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 … | 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, … | 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 … | 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 … | 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 Languages Used
Top 10 Hashtags
| Hashtag | Count |
|---|---|
| #ethics | 4 |
| #ournhs | 3 |
| #healthcare | 2 |
| #mentalhealth | 2 |
| #womeninleadership | 2 |
| #safety | 2 |
| #quality | 2 |
| #covid19 | 2 |
| #marburg | 2 |
| #auspol2023 | 2 |
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 |
Wordcloud of Tweets
Emoji Analysis
Average emojis per tweet:
25
Emojis Used
| 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 |
Emoji Groups
| Emoji Group | Count |
|---|---|
| Smileys & Emotion | 9 |
| People & Body | 3 |
| Activities | 2 |
| Symbols | 1 |
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