CVSHealth - Tweet Data Analysis
Tweets Analysis - Keyword: @CVSHealth
Published April 10, 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
964
Average age of authors' accounts
8 years
Summarization
The tweets discuss the unfair, deceptive, and unlawful conduct of CareFirst and CVS Health's CareMark in denying coverage for necessary medication for a chronic illness. The individual tweeting is a health care attorney fighting for their life and expressing frustration with the system, including the lack of evidence-based recommendations and the arbitrary demands for information within a limited timeframe. The individual plans to continue fighting for their rights and hopes to raise awareness about the challenges faced by individuals with chronic illnesses navigating the healthcare system.
Topic Modeling
- Healthcare coverage denials and appeals
- Pharmacy and PBM (Pharmacy Benefit Manager) issues
- ADHD treatment and medication
- Prior authorizations and renewals
- Corporate responsibility and accountability
Emotional Analysis
The tweets express frustration and anger towards CVSHealth and CareFirst for denying coverage for necessary medical treatments, causing delays and complications in receiving medical care. There is a sense of injustice and unfairness towards corporations prioritizing profit over patient well-being. The tweets also express a sense of empowerment to fight back against the corporations and to raise awareness about the issue.
Trend Analysis
- Unfair denial of medication coverage by @CVSHealth CareMark and @CareFirst
- Chronic illness advocacy and fighting corporate healthcare abuse
- Frustration with prior authorization requirements and delays in medication refills
- Criticism of @CVSHealth's recommendation for stimulants as first-line treatment for ADHD
- Questioning the ethics and transparency of @CVSHealth CareMark and their medical review processes
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
148
15% of total
Number of Original tweets
233
24% of total
Number of tweets that were Quotes
65
6% of total
Number of tweets that were Replies
551
57% of total
Number of tweets that contain Hashtags
119
12% of total
Number of tweets that contain Mentions
964
100% of total
Devices Used to Tweet
Top 5 Devices
| Source | Count |
|---|---|
| Twitter for iPhone | 433 |
| Twitter Web App | 257 |
| Twitter for Android | 207 |
| Twitter for iPad | 26 |
| Hootsuite Inc. | 12 |
Device Distribution
Top 10 Accounts by Followers
| Username | Name | Bio | Followers count |
|---|---|---|---|
| propublica | ProPublica | Pursuing stories with moral force Send us things: https://t.co/mbPBrKq9nN Newsletter: https://t.co/mGR9bzZXr1 Masto: https://t.co/L1E2InEHhO TikTok: https://t.co/YaqiYCJD6L | 911,880 |
| DiscoveryEd | Discovery Education | Discovery Education is the worldwide EdTech leader whose state-of-the-art digital platform supports learning wherever it takes place. | 407,293 |
| WashSpirit | Washington Spirit | Catch the Spirit ❤️ | 89,452 |
| RevampedCP | Revamped | Career & Workplace Development | Covering all things career: From professional tool tips, remote work opportunities, to post hire strategies. 📧: hello@revampedbyam.com | 76,026 |
| EdanClay | Edan Clay 🇺🇸 PhuckPutin 🇺🇦 | I lost approx. 10,000 followers after @ElonMusk took over @Twitter. I think he's got them locked in a room somewhere with @FoxNews playing at full volume!💀 | 67,920 |
| tmprowell | Tatiana Prowell, MD | Internist/oncologist serving people w/ #cancer @ #bcsm clinic, #MedEd, #Regulatory & #COVID19. #ASCO20 Ed Chair. @HCWvsHunger. Team hope/good trouble/go high. | 60,248 |
| mattbc | Matthew Cortland (they) | Lawyer, immunocompromised, disabled, writer, public health nerd | Then: SSI. Now: data & policy, disability, healthcare. Sr Fellow, @DataProgress. they 🏳️🌈 | 55,893 |
| jack_turban | Jack Turban MD 🏳️⚧️🧠🏳️🌈🩺 | Director, Gender #Psychiatry Program @UCSF | @Harvard @YaleMed Alum | #Trans Youth Mental Health | Health Policy | Opinion Writer | Views Mine & Not Med Advice | 55,199 |
| dtblackbox | Lara Juanillo | Author “Decode The BlackBox of Group Health Insurance”Employer Self-Funded Pricing & Ops Expert.Teaches unique strategies to cut costs,not cut benefits.❤️🐶🐩🐕 | 44,337 |
| JohnSnowLabs | JohnSnowLabs | John Snow Labs, an AI and NLP for healthcare company, provides state-of-the-art software, models, and data to help healthcare and life science organizations. | 39,315 |
Top 10 Accounts by Friends
| Username | Name | Bio | Followers count |
|---|---|---|---|
| EdanClay | Edan Clay 🇺🇸 PhuckPutin 🇺🇦 | I lost approx. 10,000 followers after @ElonMusk took over @Twitter. I think he's got them locked in a room somewhere with @FoxNews playing at full volume!💀 | 43,609 |
| DrIanWeissman | Ian Weissman, DO | Radiologist @DeptVetAffairs #AdvocatingForPatients #PublicHealth #Activist. Chair, @RadiologyACR #PFCC Cmte. #President @WRS_WI. https://t.co/hrntBwuyD7 | 33,407 |
| timewarden1 | prosecute all insurrectionists, EVEN GINI ☮️💙🇺🇸 | I didn’t unfollow anyone, many accounts I think have this problem, losing rolled and followers, dm me, not unfollowing people💙 | 33,054 |
| JohnSnowLabs | JohnSnowLabs | John Snow Labs, an AI and NLP for healthcare company, provides state-of-the-art software, models, and data to help healthcare and life science organizations. | 25,762 |
| AlexLopezWriter | Alexander Anthony Lopez | I write about media, authors, and motivation for @substackinc. I have a bachelor’s from @dartmouth and a master’s from @ncstate. I love books. | 14,438 |
| lieberrian | Kristina Holzweiss #library #edtech | @sljournal School Librarian of the Year/@LibraryJournal Mover & Shaker/#STEM @Scholastic #Maker #Author #FReadom #teachertwitter #librarytwitter | 14,376 |
| techguy | John Lynn | Community Organizer, Entrepreneur, Writer, Conference Organizer, Keynote Speaker. See also @healthcarescene @EXPOdotHealth #HITsm #HITMC #hcldr etc etc etc. | 11,660 |
| WashSpirit | Washington Spirit | Catch the Spirit ❤️ | 11,333 |
| lizditz | (((Liz Ditz))). Mask up, y'all. | Trans rights are human rights. None of us are safe until all of us are safe. Autism: https://t.co/U4E8ZsIxkn My blog: https://t.co/xRMWJcOlSD | 10,830 |
| PhdRachel | Dr. Rachel Michelle Gunter | Public Historian/Prof; Voting rights, suffrage, & citizenship; married to SNEH; Views=my own. On #TikTok she/her https://t.co/78Z5GfmIAo | 9,202 |
Most Active Users
| Username | Bio | Number of tweets |
|---|---|---|
| DrGRuralMD | Family Doc. Farm wife 😉 Sometimes witty. Always awkward. UT Vol. ADHD. She/her. | 42 |
| mattbc | Lawyer, immunocompromised, disabled, writer, public health nerd | Then: SSI. Now: data & policy, disability, healthcare. Sr Fellow, @DataProgress. they 🏳️🌈 | 16 |
| PokerFaceJess | Pennsylvania State Ambassador for the American Pain & Disability Foundation. Ehlers-Danlos. Autism Spectrum D/O. Academic. Orphan. TIRED of being in pain. | 13 |
| John123Aj | - | 13 |
| TakeWeightOffMD | Board-certified: Internist, Bariatrician. Trained in genetics. Medical director of MMA and Family Medicine practice https://t.co/4F3pwRbL2a Pro Paleo Doc! | 8 |
| satirehat | · same 👒 / different day · satirehat™️ @ other places 🐘📮 · not actually a 👒 · | 8 |
| CarolynColson | Retweets=/=Endorsements. Wife. Mom of Disabled Adult. Certified Public Accountant. Chronic Pain Patient. Traditionalist. Searching for Truth. #BeUngovernable | 8 |
| libsareNazis | Fighting liberal communist makes me happy. | 7 |
| DJDiG | Nonprofit fundraising for @dogsforbetterlives & disability justice activist; ACCESS 2.0 Board Member; Blogger - Getting Fit in MA | 7 |
| DonaGreenwell | - | 7 |
Tweets Per Day
Top 10 Tweets by Retweets
| ID | Text | Retweet count |
|---|---|---|
| 1638932961667035136 | .@CareFirst has just denied my appeal of their denial of Cimzia, a medication I've been stabilized on for years. The biologic that keeps my IBD under control is, according to … | 224 |
| 1638981394243231745 | .@CVSHealth Stimulants are first line for ADHD. This is absolutely NOT an evidence based recommendation. Pull your heads out of your rears and read the treatment guidelines before you pull … | 108 |
| 1640746723084476416 | When faced with a complaint to the state insurance regulator, @CareFirst and @CVSHealth's Caremark reversed their denial. My immediate concern now shifts to getting urgently needed medical care –– but … | 65 |
| 1640192686530469888 | Do I want to post this complaint to open @twitter for all to see? Do I want to give up even more of my privacy? No, not really. But I … | 57 |
| 1640750206969937935 | Let's be incredibly clear about what happened: @CareFirst & @CVSHealth Caremark did not care about negative attention on social, they did not care about the prospect of negative press – … | 45 |
| 1641115799950639107 | My next objective is to ask the State of Maryland to open an investigation into whether the conduct of @CareFirst and @CVSHealth's Caremark in unfairly denying my prior auth is … | 44 |
| 1638884911758340097 | Dear @CareFirst @CVSHealth: My prior authorization for Humalog expires tomorrow. Although Type 1 diabetes is incurable, you make me renew it every year which leads to delays in filling my … | 35 |
| 1640202053069709312 | This is a concise summary of the unfair, deceptive, unconscionable, and unlawful conduct @CareFirst and @CVSHealth's Caremark engaged in to deny coverage of my Cimzia. This sort of bait and … | 29 |
| 1640425844274282496 | Read this 🧵. Matthew is a health care attorney currently fighting for their life bc @CVSHealth Caremark denied coverage of the only treatment that controls their chronic illness. No one … | 24 |
| 1640434862334025732 | The review that @CareFirst and @CVSHealth's Caremark and "the Medical Review Institute of America" conducted? It was never on the level. The sort of truly independent review the state will … | 21 |
Top 10 Tweets by Likes
| ID | Text | Like count |
|---|---|---|
| 1638981394243231745 | .@CVSHealth Stimulants are first line for ADHD. This is absolutely NOT an evidence based recommendation. Pull your heads out of your rears and read the treatment guidelines before you pull … | 903 |
| 1638932961667035136 | .@CareFirst has just denied my appeal of their denial of Cimzia, a medication I've been stabilized on for years. The biologic that keeps my IBD under control is, according to … | 588 |
| 1640746723084476416 | When faced with a complaint to the state insurance regulator, @CareFirst and @CVSHealth's Caremark reversed their denial. My immediate concern now shifts to getting urgently needed medical care –– but … | 544 |
| 1640192686530469888 | Do I want to post this complaint to open @twitter for all to see? Do I want to give up even more of my privacy? No, not really. But I … | 340 |
| 1640750206969937935 | Let's be incredibly clear about what happened: @CareFirst & @CVSHealth Caremark did not care about negative attention on social, they did not care about the prospect of negative press – … | 310 |
| 1640434862334025732 | The review that @CareFirst and @CVSHealth's Caremark and "the Medical Review Institute of America" conducted? It was never on the level. The sort of truly independent review the state will … | 299 |
| 1641115799950639107 | My next objective is to ask the State of Maryland to open an investigation into whether the conduct of @CareFirst and @CVSHealth's Caremark in unfairly denying my prior auth is … | 284 |
| 1640202053069709312 | This is a concise summary of the unfair, deceptive, unconscionable, and unlawful conduct @CareFirst and @CVSHealth's Caremark engaged in to deny coverage of my Cimzia. This sort of bait and … | 238 |
| 1640195178014167040 | My team submitted the PA on 3/6. @CareFirst and @CVSHealth's Caremark denied it on 3/6. If we end up in litigation, I intend to discover exactly how much time they … | 220 |
| 1638884911758340097 | Dear @CareFirst @CVSHealth: My prior authorization for Humalog expires tomorrow. Although Type 1 diabetes is incurable, you make me renew it every year which leads to delays in filling my … | 197 |
Top Languages Used
Top 10 Hashtags
| Hashtag | Count |
|---|---|
| #teamcvs | 13 |
| #health | 7 |
| #boycottcvs | 7 |
| #healthcare | 6 |
| #pbm | 4 |
| #medtwitter | 4 |
| #mentalhealth | 3 |
| #clinicaltrials | 3 |
| #buca | 3 |
| #cute | 3 |
Top 10 Mentions
| Mention | Count |
|---|---|
| @cvshealth | 981 |
| @carefirst | 262 |
| @mattbc | 212 |
| @drgruralmd | 160 |
| @cvspharmacy | 93 |
| @walgreens | 39 |
| @aetna | 36 |
| @arghavan_salles | 27 |
| @cigna | 22 |
| @walmart | 20 |
Wordcloud of Tweets
Emoji Analysis
Average emojis per tweet:
13
Emojis Used
| Emoji | Count | Emoji Text |
|---|---|---|
| 🤣 | 7 | rolling_on_the_floor_laughing |
| 🙄 | 6 | face_with_rolling_eyes |
| 🔥 | 5 | fire |
| 😂 | 5 | face_with_tears_of_joy |
| 😡 | 5 | enraged_face |
| 🙃 | 4 | upside-down_face |
| 🤬 | 4 | face_with_symbols_on_mouth |
| 🤨 | 4 | face_with_raised_eyebrow |
| 🧵 | 4 | thread |
| ⚡ | 4 | high_voltage |
Emoji Groups
| Emoji Group | Count |
|---|---|
| Smileys & Emotion | 74 |
| People & Body | 21 |
| Activities | 10 |
| Travel & Places | 9 |
| Objects | 5 |
| Animals & Nature | 5 |
| Symbols | 4 |
| Food & Drink | 4 |
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