chrissyfarr - Tweet Data Analysis
Tweets Analysis - Keyword: @chrissyfarr
Published 4月 9, 2023
Overview
Tweets covering
9 days
Latest tweet was on
2023-03-31
Earliest tweet was on
2023-03-22
Total number of tweets analysed
783
Average age of authors' accounts
10 years
Summarization
Twitter users are discussing issues with the American healthcare system, including the role of insurance companies, the need for universal healthcare, the misaligned incentives of players in the industry, and the high cost of medical services. Other topics include surprise medical bills, nurse shortages, and the need for more family-friendly establishments. Some suggest that primary care needs to cost less and that hospitals, labs, and pharma companies need to stop overcharging insurance. Many are calling for policy changes and a focus on patient care rather than profits.
Topic Modeling
- Universal Healthcare implementation in the US
- Profit-driven healthcare system
- Cost of healthcare services and insurance
- Issues with hospitals and medical facilities
- Patient care and access to healthcare
Emotional Analysis
The tweets express a range of emotions, including frustration, anger, concern, and hope. A common theme is the need for reform in the healthcare system, with a focus on patient care rather than profits. There is also frustration with insurance companies and a general sense of dissatisfaction with the current state of healthcare. Additionally, there are anecdotes about personal experiences with healthcare and restaurant policies, which elicit emotions such as disbelief and frustration. Despite these challenges, there is hope for change and a belief that progress can be made with focus and courage.
Trend Analysis
- Universal Healthcare implementation in America
- Profit-driven healthcare
- Costs of healthcare services
- Issues with the healthcare system
- Nurse shortages and patient safety
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
59
7% of total
Number of Original tweets
1
0% of total
Number of tweets that were Quotes
16
2% of total
Number of tweets that were Replies
723
92% of total
Number of tweets that contain Hashtags
37
4% of total
Number of tweets that contain Mentions
783
100% of total
Devices Used to Tweet
Top 5 Devices
| Source | Count |
|---|---|
| Twitter for iPhone | 437 |
| Twitter Web App | 202 |
| Twitter for Android | 119 |
| Twitter for iPad | 17 |
| TweetDeck | 4 |
Device Distribution
Top 10 Accounts by Followers
| Username | Name | Bio | Followers count |
|---|---|---|---|
| karaswisher | Kara Swisher | “Vitriolic” media lady | 1,491,812 |
| benedictevans | Benedict Evans | Trying to work out what's going on, and what happens next. Mostly tech. | 379,969 |
| NBSaphierMD | Nicole Saphier, MD | Physician MSKCC • Mom of 3 • Married to a 🧠 surgeon • Fox News Contributor • Opinionated • Bestselling author #MAHA, #PanicAttack | 272,878 |
| AshleyGWinter | Ashley Winter MD || Urologist | Urologist + sex med doc. Chief Medical Officer @odelahealth. Views my own. She/Her. IG: @ashleygwinter Mastodon: @ashleygwinter@med-mastodon.com | 136,021 |
| DoctorTro | DoctorTro | Board-Certified Physician | Nationwide Practice |Mission: end Food Addiction, Obesity & Diabetes |💼Director @theSMHP |🎥Host @LCMDPodcast |Married @rosettesmix | 88,758 |
| chrissyfarr | Christina Farr | Health-tech investor @OMERSVentures/ author of “Second Opinion.” Former journalist. Londoner living in CA. Mum. Opinions are my own. 👶👶 🐱 🐱 | 87,780 |
| auren | Auren 𝐇𝐨𝐟𝐟𝐦𝐚𝐧 | CEO, @SafeGraph. GP, @Flex_Cap. fmr CEO, @LiveRamp. loves: crazy ideas, weirdos, and email. host: World of DaaS podcast. my reading at: @AurenReads | 59,554 |
| edyson | Esther Dyson | Don't rent your (community's) health from an absentee landlord! Own it and invest in it. Internet court jEsther: I occupy Esther Dyson.Founder @WaytoWellville | 58,112 |
| DILIPtheCHERIAN | dilip cherian | ImageGuru. Need Image Management, Crisis Handling or advanced mentoring? Msg me. Watching #bureaucracy #economy #foodie. Follow my Insta, too. | 56,038 |
| lulumeservey | Lulu Cheng Meservey | EVP Corporate Affairs and CCO, Activision Blizzard; personal account. Substack advisor, TrailRunner cofounder. @JMeservey fangirl. Get FLACK: https://t.co/4xKo7wQTQo | 54,735 |
Top 10 Accounts by Friends
| Username | Name | Bio | Followers count |
|---|---|---|---|
| tektalk | Christina Trampota | Global Leader 🌎 | Latina in Tech and Innovation 💡| Advisor | Investor | Board Member 🎙 | Speaker 📍 | Fintech & Web3 Builder | Views are my own | 13,604 |
| lucienengelen | Lucien Engelen | Strategizing a soft landing into the future for health(care) organizations, corporates & gov. @ https://t.co/YlZ5GO1yzD / Keynote speaker, 800K+ LinkedIn | 12,000 |
| eakboston | Emily Klein | Passion for #strategy #innovation #futureofwork #wellbeing & #humancentric #workplaces. We're living in a transformative time: be the leaders you wish to see. | 11,010 |
| Jerry_DurhamPT | Jerry Durham | Physio... Love Beastie Boys, Biz, Baseball, Books, Bourbon .... #bizPT #ptexp #CLexCo #PatientSuccess #FrontDeskSuccess #BusinessSuccess #SFGiants | 10,887 |
| Cascadia | 🌟 Sherry Reynolds ✨ Person-Centered Health | Nat Dir Center4Health Innovation | Mentor #health startups in HX / #ptexp | Former @ONC_HealthIT #HIT10 #ptexp #HCLDR | 10,347 |
| marrs_edward | Edward Marrs | Husband, Dad, Public Servant, he/him, Tweets are my opinion. Non violence. Antiracism and striving to be antiracist, liberate my soul. Put a woman in charge! | 10,243 |
| editorialiste | Andrew Nusca | Editor in Chief, @atvi_ab. Previously @MorningBrew, @FortuneMagazine, @ZDNet/@CBS. Rock drummer. Leo’s dad. (he/him) | 9,855 |
| wyotriumphrider | RJGerberJr | INFJAgnosticSecularHumanistAntiFascistMarineMusicianTechnicianScholarTeacherMentorFriendLoverNephewUncleCousinHubbyBrotherSon #FBR, #BLM, all beings safe.🌈🌊 | 8,994 |
| lsaldanamd | Luis Saldana | MD, MBA, FACEP | Digital Physician Leader | Dallas, TX | EM physician | #EHR #DigitalHealth #innovation #informatics views shared my own | 8,609 |
| BurgartBioethix | Alyssa Burgart, MD, MA 🚢 (She/Her/Anesthesia) | Bioethics & Anesthesiology, but cuter (& scarier) for kids! Accomplice for Human Dignity. Editor at @bioethics_net | 8,564 |
Most Active Users
| Username | Bio | Number of tweets |
|---|---|---|
| TakeWeightOffMD | Board-certified: Internist, Bariatrician. Trained in genetics. Medical director of MMA and Family Medicine practice https://t.co/4F3pwRbL2a Pro Paleo Doc! | 33 |
| amyfaithho | #emergencymed #millennial MD MPH| nat’l speaker & writer | 5x TEDx | #healthpolicy #socialmed #informatics #meded | 📚author https://t.co/cShlhIC34l | 11 |
| HokiePharmacist | Hokie, King, Pharmacist. Pharmacists, check out our podcast 'PBM On The Rocks' https://t.co/cC1WjDyIpD #Hokies #TwitteRx #BrandTerrorist | 7 |
| DanMunro | Author and Forbes Contributor | 6 |
| AnnKlein1 | CEO at Vineti. Obsessed with bikes. Outdoor enthusiast. Boris' human. Krist’s adventure buddy. Will read (almost) anything interesting. | 6 |
| SFShag | Founder @TheKey_PR (she/her/hers) Mama to two Jollieboys & step to two (now) grownups @martha@sfba.social | 5 |
| mobihealthtimes | mHealth News & Editorial. Serve God by helping many people live healthier lives. | 5 |
| thereseguise | - | 5 |
| DrHughHarvey | Managing Director @HardianHealth We help researchers, industry and investors bring digital solutions to healthcare. | 5 |
| Eric173830021 | EM + critical care physician, trading enthusiast | 5 |
Tweets Per Day
Top 10 Tweets by Retweets
| ID | Text | Retweet count |
|---|---|---|
| 1640025935406682112 | @chrissyfarr Are hospitals really in the red? When I studied this a few years ago hospitals and health systems stuck out as the most rapacious price gougers. | 6 |
| 1640105577207541762 | @chrissyfarr @choo_ek Two very important groups not mentioned here: private equity groups/shareholders and middlemen like GPOs & PBMs. Same theme, though — we went awry when profits, not patients, started … | 5 |
| 1638758346256777216 | @ZoeSchiffer @chrissyfarr Find a remote job here 🤝 https://t.co/YrCjOJxJYY | 4 |
| 1640052520222609408 | @chrissyfarr The problem w healthcare = misaligned incentives. Players act according to their incentives which aren't aligned with getting patients well and the healthcare system by and large is not … | 4 |
| 1640023623061884931 | @chrissyfarr 1. Society thinks health insurance = health care. We need to change that. 2. Society doesn’t need insurance for simple, routine, inexpensive medical services. 3. Primary care needs to … | 4 |
| 1640408959298441222 | @chrissyfarr Traveling in developing countries really shows you how intolerant we've become in most developed nations. I remember getting lectured by someone on a US cross-country flight because I walked … | 2 |
| 1640031012796395520 | @chrissyfarr @KrysMJO And don’t forget: nurse shortages are rampant. Patient care in hospitals is compromised when nurse staffing is inadequate. #nursetwitter #burnout #patientsafety | 2 |
| 1640040522986274821 | @chrissyfarr For profit healthcare simply does not work. We have very good data that we do worse on every single measure of care, at a much higher per capita cost, … | 1 |
| 1639854966600003584 | @chrissyfarr For me it can feel like a pressure to perform in public; to meet this perception of parenthood. As if children can only coexist in community if they're not … | 1 |
| 1640023975295164418 | @chrissyfarr @jnixmd someone did a great thread, I can't find it now - about how the ACA ostensibly mandated insurance cos pay out 80% of premium dollars, but in practice … | 1 |
Top 10 Tweets by Likes
| ID | Text | Like count |
|---|---|---|
| 1640018647832723458 | @chrissyfarr It's very wrong, and the solution is in place in every other developed nation. It's just bizarre that America doesn't implement Universal Healthcare | 61 |
| 1640105577207541762 | @chrissyfarr @choo_ek Two very important groups not mentioned here: private equity groups/shareholders and middlemen like GPOs & PBMs. Same theme, though — we went awry when profits, not patients, started … | 57 |
| 1640023623061884931 | @chrissyfarr 1. Society thinks health insurance = health care. We need to change that. 2. Society doesn’t need insurance for simple, routine, inexpensive medical services. 3. Primary care needs to … | 50 |
| 1640025935406682112 | @chrissyfarr Are hospitals really in the red? When I studied this a few years ago hospitals and health systems stuck out as the most rapacious price gougers. | 45 |
| 1638758346256777216 | @ZoeSchiffer @chrissyfarr Find a remote job here 🤝 https://t.co/YrCjOJxJYY | 43 |
| 1640018984949956612 | @chrissyfarr Each of these outcomes is a result of a policy decision made or not made. We are not helpless, we can change these outcomes with some focus and courage. | 31 |
| 1640052520222609408 | @chrissyfarr The problem w healthcare = misaligned incentives. Players act according to their incentives which aren't aligned with getting patients well and the healthcare system by and large is not … | 29 |
| 1640019323669594112 | @chrissyfarr IMO you cannot pin the issues in the healthcare system solely on the insurance companies. there are a lot of issues with the way health systems in this country … | 27 |
| 1638757853149429762 | @chrissyfarr A lot of beer gardens allow pets so just… https://t.co/zkTFKpKkUP | 27 |
| 1641113418487988224 | @chrissyfarr For sure! We ended up starting restaurants bc no one wanted me, my sisters and our collective ten kids coming into their restaurants!! Need more places that are supportive … | 23 |
Top Languages Used
Top 10 Hashtags
| Hashtag | Count |
|---|---|
| #pbm | 4 |
| #healthcare | 4 |
| #casinohealthcare | 4 |
| #nosurpriseact | 3 |
| #dicom | 2 |
| #mafia | 2 |
| #drugpricing | 2 |
| #caremark | 2 |
| #lymedisease | 2 |
| #bighealthcartel | 2 |
Top 10 Mentions
| Mention | Count |
|---|---|
| @chrissyfarr | 786 |
| @nealkhosla | 25 |
| @amermedicalassn | 23 |
| @choo_ek | 19 |
| @amyfaithho | 18 |
| @schrockn | 16 |
| @pearlf | 13 |
| @takeweightoffmd | 12 |
| @tc1415 | 11 |
| @superhappypuppy | 11 |
Wordcloud of Tweets
Emoji Analysis
Average emojis per tweet:
10
Emojis Used
| Emoji | Count | Emoji Text |
|---|---|---|
| 🙄 | 6 | face_with_rolling_eyes |
| 😂 | 6 | face_with_tears_of_joy |
| 🙃 | 4 | upside-down_face |
| 💯 | 3 | hundred_points |
| 👋🏼 | 3 | waving_hand_medium-light_skin_tone |
| 🙂 | 3 | slightly_smiling_face |
| 👋 | 3 | waving_hand |
| 👆 | 2 | backhand_index_pointing_up |
| 😬 | 2 | grimacing_face |
| 🤐 | 2 | zipper-mouth_face |
Emoji Groups
| Emoji Group | Count |
|---|---|
| Smileys & Emotion | 43 |
| People & Body | 30 |
| Activities | 3 |
| Animals & Nature | 3 |
| Symbols | 2 |
| Objects | 2 |
| Food & Drink | 1 |
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