EmergencyDocs - Tweet Data Analysis
Tweets Analysis - Keyword: @EmergencyDocs
Published March 8, 2023
Overview
Tweets covering
10 days
Latest tweet was on
2023-02-21
Earliest tweet was on
2023-02-11
Total number of tweets analysed
70
Average age of authors' accounts
8 years
Summarization
Tweets discuss a range of topics related to Emergency Medicine, from Private Equity control within the healthcare system to the advancement of healthcare knowledge through training and research. The tweets emphasize the importance of quality healthcare led by well informed practitioners, as well as advocate for improved accessibility and safety in hospital Emergency Departments. Additionally, a number of awards and conferences are mentioned along with resources and organizations, such as the American College of Emergency Physicians (ACEP) and the American Medical Association (AMA).
Topic Modeling
- Emergency Medicine - The professional practice and CME activities of Emergency Doctors, Emergency Nurses and ‘Physician Organizations’ like the American Medical Association and EmergencyDocs.
- Advocacy - Refers to actions taken by health professionals to influence law and policy that affect their profession and their patients.
- Health Care System - The structure and organization of health care services, including medical insurance and patient access to care.
- Private Equity - The financial investments made by wealthy private investors to purchase and manage companies.
- Research - Studies and reviews that focus on best practices and policy development with the goal of increasing safety and quality of care.
Emotional Analysis
The tweets in this collection express a range of emotions, from anger and frustration at the Private Equity system to admiration for the leadership and advocacy wins of the @EmergencyDocs organization. There is also a sense of pride in the accomplishments of the Emergency Medicine community, with many of the tweets expressing joy and gratitude for the work of individuals and organizations. The tweets also convey a sense of optimism and hope, with many of the messages conveying a sense of determination and resilience in the face of difficult challenges. Finally, there is a sense of camaraderie among the members of the Emergency Medicine community, with many of the tweets expressing appreciation and support for each other.
Trend Analysis
- Private Equity in Health Systems and its consequences
- Advocacy and Leadership in Emergency Medicine
- Training and Patient Safety
- Emergency Department Resources
- Insurance Profits Vs Healthcare Quality
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
27
38% of total
Number of Original tweets
20
28% of total
Number of tweets that were Quotes
10
14% of total
Number of tweets that were Replies
19
27% of total
Number of tweets that contain Hashtags
22
31% of total
Number of tweets that contain Mentions
70
100% of total
Devices Used to Tweet
Top 5 Devices
| Source | Count |
|---|---|
| Twitter for iPhone | 35 |
| Twitter Web App | 12 |
| Twitter for Android | 7 |
| Hootsuite Inc. | 6 |
| Buffer | 4 |
Device Distribution
Top 10 Accounts by Followers
| Username | Name | Bio | Followers count |
|---|---|---|---|
| AAPNews | AAP News | AAP News is the official newsmagazine of the American Academy of Pediatrics @ameracadpeds.Articles are open to the public for 24 hours. | 47,635 |
| Eli_Krumova | Elitsa Krumova | |#Digital 🦄 Nomad||#WomeninTech| #Influencer @Onalytica | @WomenTechmakers |#Tech #IoT #IIoT #AI #ML #RPA #Robotics #CyberSec #IoTPL |#SocialMedia #Marketing| | 33,879 |
| TakeMedBack | Take Medicine Back | Restoring the sanctity of medicine by removing private equity and corporate profiteers.#TakeMedicineBack | 22,427 |
| RCEMpresident | Adrian Boyle | @RCollEM President, Adrian Boyle. Tweets prior to 4 Oct 2022 from my predecessor @KatherineRCEM. | 14,447 |
| WileyHealth | Wiley Clinical Health | We publish Health Sciences & Medicine research and books. We’ll help you build your career and get published, and connect you with the latest articles. | 11,897 |
| kmpanthagani | Kristen Panthagani, MD, PhD | Creator of https://t.co/SkdovfPlEX | Emergency Medicine resident at @Yale_EM | R #dataviz nerd | #SciComm writer | tweets my own views and not medical advice | 11,856 |
| peter_masiakos | Peter Masiakos | Pediatric Surgeon and Injury Prevention Educator. Will block for pseudoscience, ridiculousness and unreferenced data. (tweets are my own). | 9,458 |
| snorman1776 | Stinson Norwood | "Survived" Covid bc I can run a mile in under an hour | CIO @ https://t.co/kJwRipGJWD | @GYamey's bane | I’ve been vaccinated for Yellow Fever and you have not | 8,269 |
| EdGainesIII | Ed Gaines | #healthcare #attorney #physicians & #clinicians advocate, honorary member of #ACEP & co-founder #EDPMA, #tennis enthusiast & dad—posting as an individual | 5,762 |
| DrMichelleLin | Post.news/MichelleLin | Emergency physician-scientist working on #PopulationHealth #HealthEquity @StanfordEMed. Formerly @MountSinaiNYC @HarvardEpi. Still a New Yorker 🏙 Tweets=me | 5,644 |
Top 10 Accounts by Friends
| Username | Name | Bio | Followers count |
|---|---|---|---|
| Eli_Krumova | Elitsa Krumova | |#Digital 🦄 Nomad||#WomeninTech| #Influencer @Onalytica | @WomenTechmakers |#Tech #IoT #IIoT #AI #ML #RPA #Robotics #CyberSec #IoTPL |#SocialMedia #Marketing| | 24,719 |
| EdGainesIII | Ed Gaines | #healthcare #attorney #physicians & #clinicians advocate, honorary member of #ACEP & co-founder #EDPMA, #tennis enthusiast & dad—posting as an individual | 5,893 |
| snorman1776 | Stinson Norwood | "Survived" Covid bc I can run a mile in under an hour | CIO @ https://t.co/kJwRipGJWD | @GYamey's bane | I’ve been vaccinated for Yellow Fever and you have not | 5,329 |
| 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. | 4,989 |
| MidlevelCare | MidlevelCare | It’s time for a Flexner Report on midlevel training & care before more pts are harmed, deceived & given less say in if they can be treated by a medical … | 4,813 |
| peter_masiakos | Peter Masiakos | Pediatric Surgeon and Injury Prevention Educator. Will block for pseudoscience, ridiculousness and unreferenced data. (tweets are my own). | 3,984 |
| RachelSolnickMD | Rachel Solnick | Emergency doc & researcher on health equity in STI care @SinaiEM @MountSinaiNYC | Past: @ncspMichigan @emresidents @yaleem2 | @ucl Social Epidemiology | 3,610 |
| Derrick_NOLA | Derrick Townsend | New Orleans born, California living.Therapist | 2,977 |
| WileyHealth | Wiley Clinical Health | We publish Health Sciences & Medicine research and books. We’ll help you build your career and get published, and connect you with the latest articles. | 2,856 |
| nlradIR | Aneesa Majid, MD MBA FSIR CPE | CEO, ZipData, INC - Physician Leader - Interventional Rad - daughter - sister - friend - loves travel - a million things to do, a million things I want to … | 2,192 |
Most Active Users
| Username | Bio | Number of tweets |
|---|---|---|
| drjeffgoodloe | Professor of Emergency Medicine @OUSCM; Chief Medical Officer, EMS System Metro OKC & Tulsa; Member of @ACEPNow Board of Directors. Tweeting as individual. | 5 |
| WileyHealth | We publish Health Sciences & Medicine research and books. We’ll help you build your career and get published, and connect you with the latest articles. | 4 |
| RachelSolnickMD | Emergency doc & researcher on health equity in STI care @SinaiEM @MountSinaiNYC | Past: @ncspMichigan @emresidents @yaleem2 | @ucl Social Epidemiology | 4 |
| JACEPOpen | The Journal of the American College of Emergency Physicians Open is the official, open-access journal of the American College of Emergency Physicians (ACEP). | 4 |
| ABEMCert | Our Mission: To ensure the highest standards in the specialty of Emergency Medicine. | 3 |
| EdGainesIII | #healthcare #attorney #physicians & #clinicians advocate, honorary member of #ACEP & co-founder #EDPMA, #tennis enthusiast & dad—posting as an individual | 3 |
| snorman1776 | "Survived" Covid bc I can run a mile in under an hour | CIO @ https://t.co/kJwRipGJWD | @GYamey's bane | I’ve been vaccinated for Yellow Fever and you have not | 2 |
| DrMichelleLin | Emergency physician-scientist working on #PopulationHealth #HealthEquity @StanfordEMed. Formerly @MountSinaiNYC @HarvardEpi. Still a New Yorker 🏙 Tweets=me | 2 |
| NotSoLilMD | EM Doc, Residency Program Director, ZPhiB, MeharryMade, Advocate for Diversity & Inclusion, Comfy Shoe Queen 🥿👑. Tweets, opinion and views are my own. | 2 |
| EaglesGather | Official twitter of the "Eagles Coalition,” the US Metropolitan Municipalities EMS Medical Directors Consortium, serving 100+ million persons #EaglesGather23 | 2 |
Tweets Per Day
Top 10 Tweets by Retweets
| ID | Text | Retweet count |
|---|---|---|
| 1626447403682512896 | Training matters. It's 👌 to ask for a physician! @pppforpatients@CNN @EmergencyDocs#MedTwitterhttps://t.co/sV7Qvrmwjk | 6 |
| 1625904553571889152 | The @AntitrustInst calls Private Equity "incompatible" with a health system that serves the public. @DGlaucomflecken calls it "fucked up". So why aren't so-called physician organizations like the @AmerMedicalAssn and @EmergencyDocs … | 5 |
| 1628043230368485378 | Nurses and doctors working in the ED! please fill this EM-day questionnaire about safety in the Emergency Department! @emergmedottawa @EmergencyDocs @AbdoKhoury00 @dukeemergency @EuropSocEM @akuarma @akutdoktorn @RCollEM @UMEmergencyMed @tabakovic_senad https://t.co/lcytMg3L3Y https://t.co/nddE1YOdQh | 5 |
| 1625268327793963008 | An example for all.“I now understand that to be human and try is to invite failure. I have been able to shed the shame that previously accompanied my own imperfection. … | 3 |
| 1626066472970686464 | A life saving device for anyone that needs to secure the airway.@MedTwitter @StanfordEMED @EmergencyDocs @EMSWorldOFCL @EMS1 @NYCEMSwatch @NewOrleansEMS @hp_ems @hp_ems @ParamedicsUK https://t.co/wUDVMvGKwC | 3 |
| 1624438147445825537 | New from JACEP Open: Research priority setting in emergency care: A scoping review. #FOAM, #EmergencyDepartment, #Research, #ScopingReview https://t.co/O0wvq9d6xD @EmergencyDocs @ACEPNow @WileyHealth @wileyinresearch https://t.co/sofeHbZtw9 | 3 |
| 1626951235420012545 | Hospitals at a breaking point: Lack of staff and resources leave ERs in chaos | @edwin_leap “The ER was an island of mercy in a dark sea of mountains where … | 2 |
| 1627759288407007232 | We have more work to do. Important work. Physicians are humans first. Humanity has to be THE calling card of medicine, not just pills or “thoughts & prayers” blithely offered. … | 2 |
| 1626255921197326336 | What goes in to an ABEM exam? 🤔 @ACEPNow @SAEMonline @aaeminfo @MCEP_NEWS @emresidents @SAEM_RAMS @AAEMRSA @ABMSCert @EmergencyDocs https://t.co/F0k9YKnPfu | 1 |
| 1625887815325085697 | New from JACEP Open from @AlamoCityEM: The effect of continuous positive airway pressure on inferior vena cava collapsibility as measured by bedside ultrasound. #FOAM, #CPAP, #IVC, #POCUShttps://t.co/yOZG6C6LUD @EmergencyDocs @ACEPNow @WileyHealth … | 1 |
Top 10 Tweets by Likes
| ID | Text | Like count |
|---|---|---|
| 1625904553571889152 | The @AntitrustInst calls Private Equity "incompatible" with a health system that serves the public. @DGlaucomflecken calls it "fucked up". So why aren't so-called physician organizations like the @AmerMedicalAssn and @EmergencyDocs … | 14 |
| 1626963016376786945 | A beautiful, energetic, & inspiring day in @colonialwmsburg at @VAEmergencyDocs 53rd Annual CME Conference. Fantastic leadership & advocacy wins by @VAEmergencyDocs that help all @EmergencyDocs. Keynote by our national @ACEPNow … | 13 |
| 1626447403682512896 | Training matters. It's 👌 to ask for a physician! @pppforpatients@CNN @EmergencyDocs#MedTwitterhttps://t.co/sV7Qvrmwjk | 10 |
| 1625268327793963008 | An example for all.“I now understand that to be human and try is to invite failure. I have been able to shed the shame that previously accompanied my own imperfection. … | 10 |
| 1625608570464251907 | Our poor admitted patients would waitFor a bed, it was a terrible fateBut with boarding in the hallTheir recovery would stallSo the hospital made changes-- alas, too late!#healthpolicyvalentine for @EmergencyDocs | 10 |
| 1625202412138172416 | There once was an emergency so direThat folks felt their health was about to expireBut the EM docs, so boldWith their knowledge and holdWere able to keep them from the … | 9 |
| 1624463386611273731 | Ever wonder how ABEM exams are created? 🤔 @ACEPNow @SAEMonline @aaeminfo @MCEP_NEWS @emresidents @SAEM_RAMS @AAEMRSA @ABMSCert @EmergencyDocs https://t.co/QDzwKgVL6E | 6 |
| 1628043230368485378 | Nurses and doctors working in the ED! please fill this EM-day questionnaire about safety in the Emergency Department! @emergmedottawa @EmergencyDocs @AbdoKhoury00 @dukeemergency @EuropSocEM @akuarma @akutdoktorn @RCollEM @UMEmergencyMed @tabakovic_senad https://t.co/lcytMg3L3Y https://t.co/nddE1YOdQh | 6 |
| 1626066472970686464 | A life saving device for anyone that needs to secure the airway.@MedTwitter @StanfordEMED @EmergencyDocs @EMSWorldOFCL @EMS1 @NYCEMSwatch @NewOrleansEMS @hp_ems @hp_ems @ParamedicsUK https://t.co/wUDVMvGKwC | 6 |
| 1626951235420012545 | Hospitals at a breaking point: Lack of staff and resources leave ERs in chaos | @edwin_leap “The ER was an island of mercy in a dark sea of mountains where … | 6 |
Top Languages Used
Top 10 Hashtags
| Hashtag | Count |
|---|---|
| #foam | 8 |
| #knowwhentogo | 3 |
| #covid19 | 3 |
| #cpap | 2 |
| #ivc | 2 |
| #pocushttps | 2 |
| #pediatricem | 2 |
| #mentalhealth | 2 |
| #concept | 2 |
| #geriatrics | 2 |
Top 10 Mentions
| Mention | Count |
|---|---|
| @emergencydocs | 70 |
| @acepnow | 21 |
| @emresidents | 14 |
| @saemonline | 10 |
| @wileyhealth | 9 |
| @amermedicalassn | 8 |
| @abemcert | 8 |
| @wileyinresearch | 7 |
| @lallmichelle | 6 |
| @vdobiesz | 6 |
Wordcloud of Tweets
Emoji Analysis
Average emojis per tweet:
30
Emojis Used
| Emoji | Count | Emoji Text |
|---|---|---|
| 💡 | 3 | light_bulb |
| 🤔 | 3 | thinking_face |
| 👌 | 2 | OK_hand |
| 👏 | 2 | clapping_hands |
| ❤️ | 2 | red_heart |
| 👀 | 2 | eyes |
| ❗ | 2 | red_exclamation_mark |
| 🙄 | 1 | face_with_rolling_eyes |
| 🤡 | 1 | clown_face |
| ®️ | 1 | registered |
Emoji Groups
| Emoji Group | Count |
|---|---|
| Smileys & Emotion | 8 |
| People & Body | 6 |
| Objects | 3 |
| Symbols | 3 |
| Flags | 1 |
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