MedicalCollege - Tweet Data Analysis
Tweets Analysis - Keyword: @MedicalCollege
Published April 9, 2023
Overview
Tweets covering
8 days
Latest tweet was on
2023-03-26
Earliest tweet was on
2023-03-17
Total number of tweets analysed
344
Average age of authors' accounts
7 years
Summarization
The tweets include announcements and celebrations of medical residents matching with residency programs at the Medical College, as well as recognition for achievements and events hosted by the Medical College. There were also acknowledgments of the sacrifices made by immigrant parents and advocacy efforts for cancer screenings and prevention. Additionally, the tweets highlighted the upcoming ClimateHealth2033 conference and Colorectal Cancer Awareness Month.
Topic Modeling
- Medical College Residency Programs (#Match2023, #Match2024)
- Cancer Research and Treatment (@MCWCancerCenter, #ClimateHealth2023)
- Diversity and Inclusion in Medicine (#LGBTQ+, community engagement, health equity)
- Recognition and Celebrations (birthdays, 40 under 40 honors)
- Personal and Family Achievements (hard work, proud parent)
Emotional Analysis
Overall, the tweets express a range of positive emotions such as joy, excitement, gratitude, pride, and admiration. There is a common theme of celebrating achievements and milestones in healthcare education and practice, including matching into residency programs and receiving awards or recognition. Many tweets also express appreciation for the support and mentorship of colleagues, friends, and family members. Additionally, some tweets highlight the importance of collaboration, innovation, and diversity in healthcare.
Trend Analysis
- Celebration of matching into various residency programs at @MedicalCollege with hashtags such as #Match2023 and #gensurgmatch2023.
- Recognition and celebration of achievements by individuals associated with @MedicalCollege such as Dr. Caitlin Patten being named as a @MKEBizJournal's "40 Under 40" honoree.
- Collaboration and engagement in conferences, meetings, and events to network and learn from peers and colleagues in different fields such as #LGBTQ+ issues in #breast #cancer care and #ClimateHealth2023 conference.
- Gratitude towards mentors, educators, and the community for their support and guidance in achieving goals and milestones such as joining residency programs and presenting research at conferences.
- Promotion of awareness and education on health issues such as colorectal cancer screenings and prevention, and the work done by the @MedicalCollege Cancer Center in the fight against cancer.
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
58
16% of total
Number of Original tweets
49
14% of total
Number of tweets that were Quotes
14
4% of total
Number of tweets that were Replies
228
66% of total
Number of tweets that contain Hashtags
99
28% of total
Number of tweets that contain Mentions
344
100% of total
Devices Used to Tweet
Top 5 Devices
| Source | Count |
|---|---|
| Twitter for iPhone | 207 |
| Twitter Web App | 70 |
| Twitter for Android | 42 |
| Hootsuite Inc. | 11 |
| HubSpot | 3 |
Device Distribution
Top 10 Accounts by Followers
| Username | Name | Bio | Followers count |
|---|---|---|---|
| AmerMedicalAssn | AMA | Physicians' powerful ally in patient care. RT does not equal endorsement. #FightingForDocs @AMAmedstudents | 749,447 |
| drjudymelinek | Judy Melinek M.D. | Forensic pathologist, 🇺🇸🇳🇿🇮🇱columnist @medpagetoday & coauthor with @TJMitchellWS. ♥️, RT DO NOT mean I endorse or agree. she/her | 54,691 |
| OncLive | OncLive.com | Healthcare publisher of oncology focused articles, videos, panel discussions, and much more that run the gamut of oncology care and management. | 38,743 |
| TheNRMP | NRMP® | #Match2023 & #FellowMatch | 35,989 |
| CBS58 | CBS 58 News | CBS 58 is Your Hometown Station. Plus your complete Ready Weather forecast! Instagram/TikTok: cbs58news | 34,293 |
| SnellSZN | 🦌 | Bucks - Vikings - Brewers - Wild - Badgers - BucksGG / Tony Snell has the only 50/50/100 season in NBA history. Wanna be actor. @letterb0xed | 33,618 |
| ETSshow | Mark Shapiro, MD | Hospitalist. Host/Producer of Explore The Space Podcast. Keynote & TEDx Speaker. #MedGrind #MedLasso #Pluripotent #ETSChat “Onward. Forward!” | 27,691 |
| anesthesianews | Anesthesiology News | The Independent Monthly Newspaper for Anesthesiologists | 26,518 |
| MKEBizJournal | Milwaukee Business Journal | Business news organization covering SE WI online and in print. | 25,848 |
| TomVargheseJr | Tom Varghese Jr. MD, MS, MBA, FACS 🇺🇸 | Dad, Husband, Thoracic Surgeon; Health Serv Res; CVO & Assoc CMQO @huntsmancancer; Chief,Gen Thoracic Surgery @UofUHealth; Professor @UofUSurgery;#HeforShe | 24,719 |
Top 10 Accounts by Friends
| Username | Name | Bio | Followers count |
|---|---|---|---|
| SnellSZN | 🦌 | Bucks - Vikings - Brewers - Wild - Badgers - BucksGG / Tony Snell has the only 50/50/100 season in NBA history. Wanna be actor. @letterb0xed | 14,713 |
| drjudymelinek | Judy Melinek M.D. | Forensic pathologist, 🇺🇸🇳🇿🇮🇱columnist @medpagetoday & coauthor with @TJMitchellWS. ♥️, RT DO NOT mean I endorse or agree. she/her | 10,450 |
| TomVargheseJr | Tom Varghese Jr. MD, MS, MBA, FACS 🇺🇸 | Dad, Husband, Thoracic Surgeon; Health Serv Res; CVO & Assoc CMQO @huntsmancancer; Chief,Gen Thoracic Surgery @UofUHealth; Professor @UofUSurgery;#HeforShe | 9,198 |
| JBailasan | 𝐉𝐚𝐲𝐲𝐚𝐧® 💚🌎 أدافع عن الأرض | An Arabic Poet, Editor & Proofreader | Freelancer | 𝔼𝕒𝕣𝕥𝕙-𝔻𝕖𝕗𝕖𝕟𝕕𝕖𝕣 | Inequality-Fighter | R¹ Psychiatry | #INFJA | Living ć #Migralepsy | الحمدلله | 7,201 |
| AmerMedicalAssn | AMA | Physicians' powerful ally in patient care. RT does not equal endorsement. #FightingForDocs @AMAmedstudents | 6,811 |
| DrDeedeeOfili | Deedee🤍 Asa-nwa Odogwu | You can trust God 🦋• Believer • MD ~aspiring IRad • Tech #100devs #AI #python • WordWeaver • 🤍🦋 | 6,631 |
| DrLaxmiMehta | Dr. Laxmi Mehta | Chief #Wellbeing @OhioStateMed | Dir CVD #Prevention & #WomenHeart @OSUWexMed | Past Pres @OhioACC & @AmHeartOhio Cbus | ELAM Fellow | #Burnout |Tweets ≠ advice | 6,142 |
| DrMalikaSiker | Malika Siker, MD | Assoc Dean Student Inclusion & Diversity @MedicalCollege | Radiation ☢️ Oncologist #radonc | Health Equity | Empathy | Yogi🧘🏻♀️ | 🌎 Citizen | Tweets=Moi | 5,395 |
| ETSshow | Mark Shapiro, MD | Hospitalist. Host/Producer of Explore The Space Podcast. Keynote & TEDx Speaker. #MedGrind #MedLasso #Pluripotent #ETSChat “Onward. Forward!” | 5,062 |
| DrSLWilliams | Samuel Williams, III, MD, MBA | Pediatric & Adult Psychiatrist|Public Health, DEI|@RUSMAlumni @WMUMedicine @umichmedicine @KelleyBizMed Alum Rep🇱🇷 🇺🇸 Tweets=mine | 5,001 |
Most Active Users
| Username | Bio | Number of tweets |
|---|---|---|
| hellooobritto_ | Pychiatry PGY-0 🧠┃Passionate about health equity & medical education 📚┃Nail Art Enthusiast 💄💅🏿┃Avid Sims 4 Player 🎮┃ | 18 |
| _andrewjkim | MS4 @BUMedicine • @Vassar @VassarBaseball alum '13 • #gensurg • anatomy & med history enthusiast, @Dodgers fan, wannabe astronomer • he/him | 12 |
| MCWSurgery | Official Twitter account of the @MedicalCollege Dept. of Surgery | #LeadingTheWay | Like us on Facebook @MCWSurgery | Listen to our podcasts: https://t.co/p0JBuGKuHU | 6 |
| drdavemke | - | 5 |
| TsengJennifer | i’m the (@SSATNews) President! Mom/Dr/Surgeon. Tweets from me, not @BMCSurgery @BUMedicine @The_BMC @SSATNews etc;🇺🇸 she/her & kid of immigrants; RT🚫endorse | 5 |
| DrMalikaSiker | Assoc Dean Student Inclusion & Diversity @MedicalCollege | Radiation ☢️ Oncologist #radonc | Health Equity | Empathy | Yogi🧘🏻♀️ | 🌎 Citizen | Tweets=Moi | 4 |
| sushypdr | Medical Doctor. Interested in Family Medicine. Clinical Instructor @StGeorgesU. Volunteering is my passion. International Exchange Alumni 🇯🇲 | 4 |
| crrogersPhD | ✞ | Husband | Father | Endowed Associate Prof @MedicalCollege | Associate Dir @MCWCancerCenter | @CRCequity Prez | Cancer & #HealthDisparities Eliminator | RT≠E | 4 |
| sheramd210 | Mother | Professor | MS3 | President of @MCWMedSchool Student Assembly | Frmr @SNMA Chapter Co-President | @nth_dim Scholar | Aspiring Surgeon #MedTwitter | 3 |
| ahwendowment | A statewide health improvement philanthropy based at the @MedicalCollege of Wisconsin, propelling promising work and ideas to build a healthier Wisconsin | 3 |
Tweets Per Day
Top 10 Tweets by Retweets
| ID | Text | Retweet count |
|---|---|---|
| 1636905427735592960 | This East Coast girl is absolutely thrilled to join the @MedicalCollege psychiatry residency program!!! I am so thankful for the opportunity to serve the Milwaukee community. Can’t wait until July! … | 15 |
| 1637807494100668420 | WOW, this is wonderful! Congratulations to both mother and son on matching! Thanks for sharing, @MedicalCollege! #Match2023 https://t.co/oPckPJ8ZCY | 8 |
| 1637847188586786820 | Here is a summary #infographic please share with your #DEI officers #MedTwitter kudos to @azam_laila @SMurrar @BaqaiBenish @initiative4im @MedicalCollege & thanks @imanacares @MuslimHealth for collaborating on this critical work to … | 4 |
| 1636819839535788032 | It’s #MatchDay! This mother-son duo is the first ever to match on the same day in the history of the @MedicalCollege; they were overjoyed and happy to do it together. … | 4 |
| 1637097577093951489 | March is Colorectal Cancer Awareness Month. @crrogersPhD of the @MedicalCollege and Gee from Gee's Clippers joined @drkenstruth to have an informative conversation on black men being proactive about their health … | 3 |
| 1638224113700315143 | Preoperative #SARSCoV2 Infection Increases Risk of Early Postoperative #Cardiovascular Complications Following Non-Cardiac #Surgery (SenthilKumar et al.) - new in @ajpheartcirc https://t.co/5CbSG8nXXf @gogo_gopss @anaikothari @MedicalCollege #COVID #Vaccination #MACE https://t.co/7rAGvg226o | 3 |
| 1638290848981950464 | Congratulations to Dr. Caitlin Patten for being named as a @MKEBizJournal's "40 Under 40" honoree! Dr. Patten was recognized at last night's ceremony highlighting Milwaukee's influential leaders. Talk about #LeadingTheWay! … | 3 |
| 1637548284737716227 | The FDA granted approval for ephedrine sulfate injection #Emerphed as a hypotension treatment for patients undergoing anesthesia. https://t.co/3et7c2RgnH @MedicalCollege #FDA | 3 |
| 1638541101089927170 | Six surgical oncology researchers gave a preview of their #SSO2023 presentations yesterday to several oncology journalists at a special press briefing. Special thanks to @DrCNClarke of the @MedicalCollege for moderating … | 3 |
| 1637091408258506752 | @MedicalCollege This is very familiar to me and my mom (but we matched in different years). The sacrifice of immigrant parents who put their lives on hold for their children … | 3 |
Top 10 Tweets by Likes
| ID | Text | Like count |
|---|---|---|
| 1636905427735592960 | This East Coast girl is absolutely thrilled to join the @MedicalCollege psychiatry residency program!!! I am so thankful for the opportunity to serve the Milwaukee community. Can’t wait until July! … | 310 |
| 1637807494100668420 | WOW, this is wonderful! Congratulations to both mother and son on matching! Thanks for sharing, @MedicalCollege! #Match2023 https://t.co/oPckPJ8ZCY | 129 |
| 1637495922094383104 | Absolutely thrilled to be joining @MCWSurgery for my residency training! Can’t wait to meet my co-residents, faculty, and everyone else @MedicalCollege . Endlessly grateful for family, friends and faculty who … | 97 |
| 1637508569976143874 | PINCH ME!🤩 So thrilled to start my prelim year at @Cohen_Childrens and dermatology residency at @MedicalCollege! #Match2023 https://t.co/JBO2BpmBVO | 88 |
| 1639681984812204033 | Hey #MedTwitter! I’m Meghan, current M3 at @MedicalCollege passionate about community engagement, health equity, yoga, and the @packers. I am applying Orthopedic Surgery in #Match2024 and can’t wait to connect … | 70 |
| 1637091408258506752 | @MedicalCollege This is very familiar to me and my mom (but we matched in different years). The sacrifice of immigrant parents who put their lives on hold for their children … | 43 |
| 1638209052135006209 | Happy 60th birthday to my long-time and older friend @drdavemke. Thanks for all you do at @childrenswi and the @MedicalCollege for the kids and our community. You are truly one-of-a-kind. … | 41 |
| 1638541101089927170 | Six surgical oncology researchers gave a preview of their #SSO2023 presentations yesterday to several oncology journalists at a special press briefing. Special thanks to @DrCNClarke of the @MedicalCollege for moderating … | 30 |
| 1636931039171080193 | This is one the most wonderful things ever. What a moment! Great share @MedicalCollege! https://t.co/j92BTIZ4jZ | 29 |
| 1638290848981950464 | Congratulations to Dr. Caitlin Patten for being named as a @MKEBizJournal's "40 Under 40" honoree! Dr. Patten was recognized at last night's ceremony highlighting Milwaukee's influential leaders. Talk about #LeadingTheWay! … | 28 |
Top Languages Used
Top 10 Hashtags
| Hashtag | Count |
|---|---|
| #match2023 | 17 |
| #mcwmatch23 | 11 |
| #medtwitter | 9 |
| #matchday | 8 |
| #leadingtheway | 6 |
| #sso2023 | 5 |
| #dei | 5 |
| #psychtwitter | 4 |
| #fmrevolution | 4 |
| #psychiatry | 3 |
Top 10 Mentions
| Mention | Count |
|---|---|
| @medicalcollege | 347 |
| @thenrmp | 44 |
| @nsmke_fmr | 42 |
| @mcwsurgery | 31 |
| @aafp | 31 |
| @chukwudiagbor | 28 |
| @hellooobritto_ | 23 |
| @bumedicine | 23 |
| @childrenswi | 19 |
| @_andrewjkim | 14 |
Wordcloud of Tweets
Emoji Analysis
Average emojis per tweet:
47
Emojis Used
| Emoji | Count | Emoji Text |
|---|---|---|
| 🎉 | 27 | party_popper |
| ❤️ | 20 | red_heart |
| 🥳 | 11 | partying_face |
| 🎊 | 9 | confetti_ball |
| 🥰 | 8 | smiling_face_with_hearts |
| 😊 | 6 | smiling_face_with_smiling_eyes |
| 🎈 | 6 | balloon |
| 🔉 | 4 | speaker_medium_volume |
| 👏 | 4 | clapping_hands |
| 👏🏽 | 3 | clapping_hands_medium_skin_tone |
Emoji Groups
| Emoji Group | Count |
|---|---|
| Smileys & Emotion | 68 |
| Activities | 46 |
| People & Body | 30 |
| Objects | 11 |
| Food & Drink | 4 |
| Symbols | 3 |
| Animals & Nature | 1 |
| Travel & Places | 1 |
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