DrvanTilburg - Tweet Data Analysis
Tweets Analysis - Keyword: @DrvanTilburg
Published April 9, 2023
Overview
Tweets covering
10 days
Latest tweet was on
2023-02-23
Earliest tweet was on
2023-02-12
Total number of tweets analysed
188
Average age of authors' accounts
8 years
Summarization
The tweets cover a range of topics, including mental health care, discrimination and retaliation in the workplace, the importance of listening to and learning from children/young people, positivity and perseverance in suicide prevention efforts, reflections and gratitude, and the need for systemic change in physician culture. Many healthcare professionals are mentioned and thanked for their work and insights.
Topic Modeling
- Social media engagement and photography
- Mental health care system and moral injury
- Discrimination and retaliation in the workplace
- Reflection and personal growth
- Physician culture and mental health awareness
Emotional Analysis
The tweets express a range of emotions including gratitude, hope, inspiration, empathy, and frustration. Many tweets express appreciation for colleagues and their work in the medical field, while others highlight the challenges of working in a broken system or facing discrimination. Some tweets focus on the importance of mental health and advocating for oneself and others, while others share positive messages and reflections on life. Overall, the tweets reflect a mix of emotions and experiences related to working in the medical field and advocating for mental health.
Trend Analysis
- Mental health care system and related moral issues
- Discrimination and retaliation in various fields
- Reflection, gratitude and positivity
- Challenges faced by women in leadership roles and the need for systemic change
- Awareness and advocacy for mental health
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
64
34% of total
Number of Original tweets
4
2% of total
Number of tweets that were Quotes
12
6% of total
Number of tweets that were Replies
117
62% of total
Number of tweets that contain Hashtags
25
13% of total
Number of tweets that contain Mentions
188
100% of total
Devices Used to Tweet
Top 5 Devices
| Source | Count |
|---|---|
| Twitter for iPhone | 110 |
| Twitter Web App | 34 |
| Twitter for Android | 29 |
| Twitter for iPad | 14 |
| TweetDeck | 1 |
Device Distribution
Top 10 Accounts by Followers
| Username | Name | Bio | Followers count |
|---|---|---|---|
| DrLindaMD | Linda Girgis MD | Family Doctor, Editor-in-Chief of @physicianswkly, Author, @PROWDwomen, top-ranked blogger, clinical assistant professor @RWJMS, #Coptic #VaccinesWork #COVID19 | 109,982 |
| BirdBrayn | Hal Marston :^\ | Writer - Developer - Entrepreneur - Investor - Lover of Life & Wife - Unboxed. Unleashed and unabashedly optimistic. #Veritas | 105,324 |
| DrMarthaGulati | Dr. Martha Gulati ♥️🫀❤️🩹🇨🇦 | Cardiologist, ❤️🩹Expert in Women & Heart Disease, Prevention, Author 'Saving Women's Hearts’- Heals 💔 President of ASPC #earlyinterventionalist @CedarsSinai | 50,861 |
| stphnmaher | Stephen Maher | Canadian journalist, novelist. Former canterman. Woke moralist. Mastodon handle: @StephenMaher@mas.to | 45,804 |
| drkeithsiau | Keith Siau | GI doctor with interests in endoscopy, gut health, liver & medicine. 💜 #GITwitter #LiverTwitter #MedEd. Occasional silliness. Siau rhymes with meow 😺 | 43,700 |
| drjessigold | Jessi Gold MD MS | Psychiatrist. Freelance writer. College & Physician Mental Health. To quote the show Wednesday, “Smart, Sarcastic, & A little dead inside.” Opinions=My Own | 39,953 |
| AmerGastroAssn | American Gastroenterological Association (AGA) | Our mission is to empower clinicians and researchers to improve digestive health. Also follow @AGA_Gastro @AGA_CGH @AGA_CMGH @AGA_TIGE @AGA_GHAdvances @AGA_GIHN | 36,496 |
| DrHowardLiu | Howard Liu, MD MBA | Psychiatrist. Dad. Chair @unmcpsychiatry. #HeForShe #MentalHealth #Leadership #Equity #StopAAPIHate. Tweets don’t represent @unmc @Nebraskamed @APAPsychiatric | 28,473 |
| DanWuori | Dan Wuori | Dan Wuori, Ph.D. | Senior Director of Early Learning | @Hunt_Institute | Tweeting about #EarlyChildhood #ChildCare and #EdPolicy | 26,948 |
| KarenBarryDavi1 | Karen Barry-Davies | Loves Life, music, animals, fashion, beauty,design and business owner. No DM or porn please | 26,901 |
Top 10 Accounts by Friends
| Username | Name | Bio | Followers count |
|---|---|---|---|
| DrLindaMD | Linda Girgis MD | Family Doctor, Editor-in-Chief of @physicianswkly, Author, @PROWDwomen, top-ranked blogger, clinical assistant professor @RWJMS, #Coptic #VaccinesWork #COVID19 | 96,881 |
| BirdBrayn | Hal Marston :^\ | Writer - Developer - Entrepreneur - Investor - Lover of Life & Wife - Unboxed. Unleashed and unabashedly optimistic. #Veritas | 81,229 |
| DanWuori | Dan Wuori | Dan Wuori, Ph.D. | Senior Director of Early Learning | @Hunt_Institute | Tweeting about #EarlyChildhood #ChildCare and #EdPolicy | 23,260 |
| DrHowardLiu | Howard Liu, MD MBA | Psychiatrist. Dad. Chair @unmcpsychiatry. #HeForShe #MentalHealth #Leadership #Equity #StopAAPIHate. Tweets don’t represent @unmc @Nebraskamed @APAPsychiatric | 23,001 |
| 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. | 13,410 |
| JudgeWren | Ginger Lerner-Wren | Pioneer, America's first mental health court dedicated to the decriminalization of persons with mental illness. Author, NSU Adjunct Professor, Global Speaker. | 10,777 |
| EMoriartyWade | Erin Moriarty Wade | #Healthcare content writer, @Columbia & @AtlBizChron alum, mom of child w/#raredisease. #pinksocks @savvy_coop #clinicaltrial design board & @carrainc workgroup | 10,115 |
| DrMarthaGulati | Dr. Martha Gulati ♥️🫀❤️🩹🇨🇦 | Cardiologist, ❤️🩹Expert in Women & Heart Disease, Prevention, Author 'Saving Women's Hearts’- Heals 💔 President of ASPC #earlyinterventionalist @CedarsSinai | 8,894 |
| itosettiMD_MBA | Irene Tosetti, MD MBA MPH | MD @unito @uabbarcelona, anesthesiologist (2010 @TelAvivUni) formerly @Hug_Ge. MBA @isenbergumass. MPH @LSHTM @irenetosetti@med-mastodon.com | 8,867 |
| drjessigold | Jessi Gold MD MS | Psychiatrist. Freelance writer. College & Physician Mental Health. To quote the show Wednesday, “Smart, Sarcastic, & A little dead inside.” Opinions=My Own | 8,636 |
Most Active Users
| Username | Bio | Number of tweets |
|---|---|---|
| CastlTrAstonDrs | "Not all those who wander are lost"#Tolkien #Scientist #Clinicalresearcher #DrugDevelopment R&D 🧬🔬📚🔎🦠🧫 📌@CastlTrAstonDrs@med-mastodon.com | 13 |
| 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 | 8 |
| criley_md | AC Prof Medicine @dgsomUCLA Use tech to improve education & health. CEO/Hospitalist/Author @Indl_Learning @ElectionLabGameEditorial Board @physicianswkly #pbl | 7 |
| Rajan___Singh | Asst Prof (R) @unrmed 🇺🇸 #GutPhysiology #DGBIs #Microbiome Creator @GutBrainScience #SoMe ✍️ @INMAssociation Alumnus #Gastro #SGPGIMS 🇮🇳 Views my own 🙏 | 7 |
| KTamirisaMD | Cardiac Electrophysiologist| Cardiac MRI |Community Activist | Mom & Wife | Tweets are my own | #EPeeps| @hrsonline |#ACCWIC @tcainstitute | 7 |
| wordfinga | I came... I saw... The rest is on-going... | 6 |
| MomPedBlog | mom. pediatric GI/transplant hepatology. GScout leader.❤️connecting w/ honesty & transparency. opinions = mine & aren’t Medical advice. RT&♥️aren’t endorsements | 5 |
| BarbaraRoblesMD | Latina 🇲🇽 Mom | Academic Psychiatrist | Founder https://t.co/VkvCK2gUrU | @aacap Prog Committee | Family #MentalHealth, Justice & Healing | my views | 5 |
| BirdBrayn | Writer - Developer - Entrepreneur - Investor - Lover of Life & Wife - Unboxed. Unleashed and unabashedly optimistic. #Veritas | 4 |
| JudgeWren | Pioneer, America's first mental health court dedicated to the decriminalization of persons with mental illness. Author, NSU Adjunct Professor, Global Speaker. | 4 |
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 |
| 1625485723716489219 | @NASPGHAN is offering grants for medical students, with a special program for URIM students, to participate in mentored research this summer! Applications due Mar 15. #diversityinGI @BenjamminGold @jlightdale @AerodDr @DrRosenIBD … | 5 |
| 1626017249432686599 | Compelling Post~ The moral injury of working in a broken mental health care system.Opinion @drjessigold @StateMindSlate @javeedsukhera @BarbaraRoblesMD @LoriLevin @DrvanTilburg @ConnConnection https://t.co/QxM7OQBYkg | 5 |
| 1626539884591607808 | via @NYTimes @CharlieBCuff Compelling Commentary on Small Wins, Perseverance, and Positivity. #SuicidePrevention @KevinMLynch1 @drjessigold @DrvanTilburg @UjjRam @PsyVIDAS201718 @DrSWhitaker https://t.co/Qfo5knOjDC | 5 |
| 1625951037478604823 | “School: Where we ready children for the world” Wow, kids/young people can teach us so much, if we are willing to listen #mentalhealth @SoundAlarm4Kids @DrvanTilburg @DrHowardLiu https://t.co/844wDbM5JO https://t.co/ZyV3RqgMzT | 4 |
| 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 |
| 1627240119538266112 | @KTamirisaMD @DrvanTilburg @haithamahmedmd @mayachutts @IR_AMauntie @BirdBrayn @jnavarrosimon @NakhleDr @genperisi @JMWarraich @drshafikuchay @JimDwyerMD @TabibianMDPhD @ENDOUNO @edgarallenlee @Vilavaite @garand_f @MsahWu 📸 @macsurg 💫🙏 https://t.co/woGiRxYpsn | 3 |
| 1624874048051113986 | @ChristosArgyrop @KTamirisaMD @DrvanTilburg @haithamahmedmd @mayachutts @IR_AMauntie @BirdBrayn @H0U3 @jnavarrosimon @NakhleDr @genperisi @JMWarraich @drshafikuchay @JimDwyerMD @TabibianMDPhD @ENDOUNO @edgarallenlee @Vilavaite @garand_f @MsahWu Sunrise 🇮🇸📸 @SophieCarrPhoto 💫🙏 https://t.co/ZW8njGlcMC | 3 |
| 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 |
| 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 |
Top 10 Tweets by Likes
| ID | Text | Like count |
|---|---|---|
| 1624874048051113986 | @ChristosArgyrop @KTamirisaMD @DrvanTilburg @haithamahmedmd @mayachutts @IR_AMauntie @BirdBrayn @H0U3 @jnavarrosimon @NakhleDr @genperisi @JMWarraich @drshafikuchay @JimDwyerMD @TabibianMDPhD @ENDOUNO @edgarallenlee @Vilavaite @garand_f @MsahWu Sunrise 🇮🇸📸 @SophieCarrPhoto 💫🙏 https://t.co/ZW8njGlcMC | 30 |
| 1626017249432686599 | Compelling Post~ The moral injury of working in a broken mental health care system.Opinion @drjessigold @StateMindSlate @javeedsukhera @BarbaraRoblesMD @LoriLevin @DrvanTilburg @ConnConnection https://t.co/QxM7OQBYkg | 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 |
| 1627240119538266112 | @KTamirisaMD @DrvanTilburg @haithamahmedmd @mayachutts @IR_AMauntie @BirdBrayn @jnavarrosimon @NakhleDr @genperisi @JMWarraich @drshafikuchay @JimDwyerMD @TabibianMDPhD @ENDOUNO @edgarallenlee @Vilavaite @garand_f @MsahWu 📸 @macsurg 💫🙏 https://t.co/woGiRxYpsn | 18 |
| 1625951037478604823 | “School: Where we ready children for the world” Wow, kids/young people can teach us so much, if we are willing to listen #mentalhealth @SoundAlarm4Kids @DrvanTilburg @DrHowardLiu https://t.co/844wDbM5JO https://t.co/ZyV3RqgMzT | 17 |
| 1626271737301319681 | @DrvanTilburg @DDWMeeting Agree..! 11 abstracts rejected. And one of the team members has decided to convert one of them into a full manuscript.. rejection is just part of the decision … | 17 |
| 1626539884591607808 | via @NYTimes @CharlieBCuff Compelling Commentary on Small Wins, Perseverance, and Positivity. #SuicidePrevention @KevinMLynch1 @drjessigold @DrvanTilburg @UjjRam @PsyVIDAS201718 @DrSWhitaker https://t.co/Qfo5knOjDC | 11 |
| 1628057405773778944 | @CastlTrAstonDrs @KTamirisaMD @DrvanTilburg @haithamahmedmd @mayachutts @IR_AMauntie @jnavarrosimon @NakhleDr @genperisi @JMWarraich @drshafikuchay @JimDwyerMD @TabibianMDPhD @ENDOUNO @edgarallenlee @Vilavaite @garand_f @MsahWu @macsurg We see reflections in all sorts of things and all sorts … | 10 |
| 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 |
| 1627697929518735360 | @HansaBhargavaMD @MelissaOnline @somedocs @FutureDocs @meganranney @ShikhaJainMD @DrJaimeFriedman @arghavan_salles @drjessigold @DocEMurray @amykpatel @AmyOxentenkoMD 🙏 Right back at you @HansaBhargavaMD Thank you for the mention with this amazing group of esteemed women. … | 9 |
Top Languages Used
Top 10 Hashtags
| Hashtag | Count |
|---|---|
| #ethics | 4 |
| #mentalhealth | 4 |
| #healthcare | 2 |
| #presidentsday | 2 |
| #womeninleadership | 2 |
| #safety | 2 |
| #quality | 2 |
| #suicideprevention | 2 |
| #ddw2023 | 2 |
| #ddw | 2 |
Top 10 Mentions
| Mention | Count |
|---|---|
| @drvantilburg | 192 |
| @ktamirisamd | 58 |
| @rubraveenough | 31 |
| @hvanspall | 29 |
| @cardiacpa1 | 29 |
| @criley_md | 28 |
| @boggildlab | 28 |
| @drhowardliu | 28 |
| @barbararoblesmd | 28 |
| @arghavan_salles | 27 |
Wordcloud of Tweets
Emoji Analysis
Average emojis per tweet:
64
Emojis Used
| Emoji | Count | Emoji Text |
|---|---|---|
| 🙏 | 29 | folded_hands |
| ❤️ | 12 | red_heart |
| 👏 | 9 | clapping_hands |
| 💜 | 6 | purple_heart |
| 📸 | 4 | camera_with_flash |
| 💫 | 4 | dizzy |
| 💕 | 4 | two_hearts |
| 💖 | 3 | sparkling_heart |
| 🍀 | 3 | four_leaf_clover |
| 👍 | 3 | thumbs_up |
Emoji Groups
| Emoji Group | Count |
|---|---|
| People & Body | 47 |
| Smileys & Emotion | 47 |
| Travel & Places | 9 |
| Objects | 6 |
| Activities | 6 |
| Animals & Nature | 5 |
| Flags | 2 |
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