Tweets Analysis - Keyword: @gbosslet
Overview
Total number of tweets analysed
1,859
Earliest tweet was on
2023-02-12
Latest tweet was on
2023-02-23
Tweets covering
10 days
Average age of authors' accounts
9 years
Summarization
Twitter users are discussing their preference for closed captions while watching television shows and movies, citing reasons such as better comprehension for individuals with hearing loss or ADHD, assistance in understanding heavy accents or whispering dialogue, and the ability to multitask while watching. There is also a discussion about reusing hospital rooms instead of destroying them for new construction. Users also mention the educational benefits of closed captions for children.
Topic Modeling
- Closed captioning on TV shows/movies for better understanding
- Hospital equipment/software (MEDITECH)
- Deafness and the importance of closed captions for accessibility
- Repurposing/recycling buildings instead of destroying them
- General commentary on changing trends and preferences
Emotional Analysis
The emotions expressed in the tweets are a mix of personal preferences, experiences, and opinions regarding closed captioning on TV shows and movies. Some users express a strong preference for captions due to hearing difficulties or ADHD, while others find it helpful in understanding accents or not missing dialogue over background noise. Others point out the positive impact captions have had for those with hearing disabilities or suggest it can be an educational tool for children. There is a sense of solidarity among those who use captions and a lighthearted acceptance that they have joined the "closed captioning club."
Trend Analysis
- Preference for closed captioning on TV shows
- The use of closed captioning for accessibility reasons
- Discussion and opinions on the effectiveness of closed captioning
- Personal experiences with closed captioning
- Mentions of specific TV shows/films and their use of closed captioning
Types of Tweets
Number of Retweets
98
Percentage of total tweets
5%
Number of Original tweets
7
Percentage of total tweets
0%
Number of tweets that contain Mentions
1,859
Percentage of total tweets
100%
Number of tweets that were Replies
1,755
Percentage of total tweets
94%
Number of tweets that were Quotes
22
Percentage of total tweets
1%
Number of tweets that contain Hashtags
36
Percentage of total tweets
1%
Top 5 devices used to tweet
Source | Count |
---|---|
Twitter for iPhone | 1055 |
Twitter for Android | 393 |
Twitter Web App | 306 |
Twitter for iPad | 103 |
Twitter for Mac | 1 |
What devices were used to tweet

Top 10 accounts with highest followers count
Username | Name | Bio | Followers count |
---|---|---|---|
mommamia1217 | ❤️🧡💛ᗰia💚💙💜 | 🙋🏼♀️#VoteBlue #Independent🗳️#Foodie🍽️ #Mangia🇮🇹 #PROCHOICE #LGBTQally🌈 #TypoQueen👸🏼#BannedBookEnthusiast📚 #Healthcare #AnimalAdvocate🦁 | 162,330 |
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 | 131,318 |
gradydoctor | Kimberly D. Manning, MD | Internist, teacher, thinker, doer | @EmoryDeptofMed AVC for #DEI & Professor | @HumanDoctoring podcast | @JHospMedicine LPD | #HBCUMade | she/her/ma’am🔺 | 110,324 |
DrRobDavidson | Dr. Rob Davidson MD, MPH | Dad, husband, and ER doc. Executive Director of @ctphealthcare. #MPH ‘22 @umichsph. All people deserve affordable healthcare. | 83,915 |
RyanMarino | Ryan Marino MD | Human Doctor • Toxicology • Addiction • Emergency • #WTFentanyl & more often just WTF • drugs are misunderstood but people are misunderstood more • he/him | 83,471 |
WFKARS | Daniel Summers, MD | Strident homosexual. Pediatrician who swears. Bylines hither and yon. Beauty’s where you find it. 🌈 Not even slightly notable. he/him | 81,547 |
JeromeAdamsMD | Jerome Adams | Father, physician, Purdue Health Equity Director. Former IN Health Commissioner and 20th US Surgeon General | 80,420 |
acweyand | Shematologist, MD | Peds hematologist oncologist, mother, dreamer, pacifist, justice seeker.Clueless Mother Theresa #HCWvsHunger #CakeForBreakfast https://t.co/4SLDqCEUWS | 70,188 |
MarshallRamsey | Marshall Ramsey ✏️ | Editor-At-Large @MSTODAYnews. Radio and TV host @MPBonline. Author of Banjo's Dream and Drawing the Line. Speaker. Pulitzer Finalist (2), SE Emmy winner. | 69,506 |
EarlOfEnough | D. Earl Stephens ✍️ | Author | Retired Managing Editor, Stars & Stripes 🇺🇸 Navy Vet | You don't get into journalism to find both sides. You get into journalism to find the truth.🗞 | 67,012 |
Top 10 accounts with highest friends count
Username | Name | Bio | Followers count |
---|---|---|---|
mommamia1217 | ❤️🧡💛ᗰia💚💙💜 | 🙋🏼♀️#VoteBlue #Independent🗳️#Foodie🍽️ #Mangia🇮🇹 #PROCHOICE #LGBTQally🌈 #TypoQueen👸🏼#BannedBookEnthusiast📚 #Healthcare #AnimalAdvocate🦁 | 109,134 |
EarlOfEnough | D. Earl Stephens ✍️ | Author | Retired Managing Editor, Stars & Stripes 🇺🇸 Navy Vet | You don't get into journalism to find both sides. You get into journalism to find the truth.🗞 | 30,754 |
CornNuts | CORN NUTS | 🌽CORN LYFE🌽 | 30,668 |
SamInspired | SamInspired | Justice for Gabby Petito 🦋! #Foodie #Poet #Blogger #Writer #ENFJ #Empath #Virgo #Detective No DMs, unless you are #RyanGosling | 25,146 |
cclareMDMPH | Camille A. Clare MD MPH | Chair @sunydownstate Dept of ObGyn, Professor College of Med & School of Public Health, Former Asso Dean of Diversity & Inclusion, ObGyn, my views, she/her/hers | 23,866 |
jenga_ca | 🌎 Jenga 🌊 | 🌳🍎☕️ | JD, Twitter School of Law | Cousin of Madison & Cleveland | Oakland Girl | FB @amyklobuchar @ChrisLu44 @glennkirschner2 | #BlueCrew #DemCast | 🇺🇦🚜🌻 | 19,974 |
Sbh08Mae | Maggie-Mae ☮️ 💧BidenBoom | I’m an animal lover, especially dogs! Active 2020 🌊 💙 #wtpBlue #DemVoice1 C Admin Retweets aren’t endorsements | 18,815 |
OliviaMesser | Olivia Messer 🌙 | Texan. Writer. Tina Brown once called me “meticulous.” Alum @TheDailyBeast, @WacoTrib, @TexasObserver, @McGillU. Tweets self-destruct. oh.messer@gmail.com | 18,771 |
TDurbinDNPPhD | Terri Durbin, DNP, PhD, CRNA | 🌊🌊Associate Professor. Nurse. CRNA. Yogini. She/her. Unsolicited DMs = block. Unsolicited comments on anyone’s appearance = block. Opinions my own. | 15,333 |
jpholl10 | Pam Resists Forever | #BlueVoter #LBGTQIA_Mom #ReadTheConstitution I'm an amatuer genealogist! | 13,024 |
Most active users
Username | Bio | Number of tweets |
---|---|---|
russ_jenni | mom, wife, dog lover, reader, runner, volunteer, friend | 14 |
EDoggTheRed | If you can't tell whether or not I'm joking you should probably assume that I am. | 10 |
pinkprincessin1 | •autistic geek nerd •in historic preservation and world heritage,art conservation,architecture •into tea,books,soccer,swimming, baking,traveling,gaming,Pokémon | 10 |
BassoonYsu | CPhT, former med hxian, founder of the MedTwitter Dad Joke Council. 💉💉💉💉 3M Aura N95s are my preferred mask in all indoor settings. (She/her) 🏳️🌈 #twinja | 10 |
babbymd | Pediatrician, board-certified, dog. | 8 |
donna_lenarz | Retired NICU Nurse/Pharma Clinical Research/Drug Safety/Medical Writer/Exec Recruiter. 💍🙏🏼❤️🐶💪🏼 👠🍫🎀😷 #NurseTwitter #medTwitter | 8 |
VanceHuxley | 🍀Artist, 😺💟er, old movies watcher, 👽's, Syd Barrett, Brian Eno, Velvet Underground, Monty Python.Does anybody here remember Vera Lynn? | 7 |
Pedilung | Board Certified pediatric pulmonologist. my opinions are my own. retweets may or may not be endorsements. it’s easy to be nice so give it a try! | 7 |
drquinngyn | Ob-Gyn, abortion provider, minimally-invasive gynecologic surgeon, refugee from academic medicine, I bleed Duke blue, #TRANSparent 🏳️⚧️ 🏳️🌈 ✊🏾 she/her | 7 |
stevecripe57 | 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. | 6 |
Tweets per day

Top 10 tweets with highest Retweet count
ID | Text | Retweet count |
---|---|---|
1627100510938361865 | @gbosslet https://t.co/VSjXxbx5yP | 6 |
1627766276809543698 | @protectchoiceOH @OHDems @YellowFund @AbortionCare @SenSherrodBrown @ConnieSchultz @RedWineBlueUSA @gbosslet @acluohio @PPFA @Ohioans4Justice We’re beyond 🔥 up & rtg w @DAProgressives in all 3 Dublin counties: Delaware, Franklin & Union! Protect Freedom! #ProtectChoice #AbortionIsHealthcare https://t.co/YOoedL99gc | 4 |
1627354663073861632 | Help! We need historians to push back on a bill that will codify Indiana was settled by followers of preacher Harry Hoosier. @MwHWG @jlauck1941 @nwi_jsp @dawnknight1@IUBArchives @in_bureau @gbosslet https://t.co/DmwgZGrd0x | 3 |
1627085823043850242 | @gbosslet Movies are also changing. https://t.co/a8DwRHrE3S | 3 |
1627312102384730114 | @gbosslet It actually has to do with the "improved" technology ... dialogue is becoming less easy to hear and distinguish in shows. I thought my hearing was going until I found this explanation. https://t.co/cOEsl3fSEX | 3 |
1626739556786614272 | @gbosslet @indystar Thank you! I didn’t know this has gone live. Incredibly important that we pass (and fund) this legislation. | 2 |
1627119478948364288 | @gbosslet Daughter's ENT back in the early 2000s said that with all the ipods and earbuds and all that we would be growing a generation of hearing loss. I don't think he was wrong. | 2 |
1627556084994162689 | @gbosslet Not destroying a building, putting all that waste out when it is still viable, and repurposing it is a really, really good thing. How many more lives were helped or saved in that room than whatever horror you're telling yourself? If it was a normal hospital room, many more saved | 2 |
1627705961140875265 | @OhioReproRights @GoodTroubleIN @IMPACT4HC @FutureDocs @CampaignforaHe1 @Docs4Dems @johnlegend @ctphealthcare @DrRobDavidson @gbosslet @mommamia1217 @ScaryMommy Thanks for all you are doing! 👊🏼🇺🇸 | 2 |
1626359120260476931 | @gbosslet Book 📖 is "Tomorrow in Shanghai:Stories" by @mayleechai . It is a breathtaking collection of short stories with universal appeal that span across generations and locations on various narratives with highly nuanced social, cultural, and political elements. https://t.co/J9P3YrDpMP | 2 |
Top 10 tweets with highest Like count
ID | Text | Like count |
---|---|---|
1627102732602560512 | @gbosslet captions forever, I will die on this hill. so much better. go back and rewatch game of thrones with the captions on. | 265 |
1627100510938361865 | @gbosslet https://t.co/VSjXxbx5yP | 190 |
1627099850260054016 | @gbosslet My husband and I watch TV with closed captioning too. I think it started at the same time as our obsession with British crime shows; it was helpful when I couldn't understand their words. Now I find it annoying when they aren't on. | 111 |
1627526580305072129 | @gbosslet They use MEDITECH to check in guests. | 109 |
1627087154991226880 | @gbosslet It is not. I can’t hear without captions on? Plus the “whispering” characters do in a show are picked up by CC so you actually know more | 88 |
1627097799304126464 | @gbosslet I prefer closed captioning on TV shows so that I don't miss anything between my ADHD and my congenital hearing loss. Think of it this way: if your kids develop this habit now and have friends/loved ones later on in life who need them, they'll have what they need without asking. | 86 |
1627528836694020096 | @gbosslet I did rotations there, a looooong time ago. It’s a hotel? 😳😳 | 84 |
1627125608819097601 | @gbosslet My dad is deaf, I remember how big of a deal it was when we were finally able to buy a TV that had closed captions. It was life changing for him. So, I like having subtitles on. These days, it is popular in general tho, which might explain your teens https://t.co/47mjTlfIw9 | 80 |
1627518959535767552 | @gbosslet Sweet dreams https://t.co/TtWj3wEodG | 69 |
1627556084994162689 | @gbosslet Not destroying a building, putting all that waste out when it is still viable, and repurposing it is a really, really good thing. How many more lives were helped or saved in that room than whatever horror you're telling yourself? If it was a normal hospital room, many more saved | 68 |
Top 3 Languages Used In Tweets

Top 10 Hashtags used
Hashtag | Count |
---|---|
#protectchoice | 2 |
#abortionishealthcare | 2 |
#chatgpt | 2 |
#verifiedproblems | 2 |
#lifelonglearner | 1 |
#pedsicu | 1 |
#fixedit | 1 |
#nurse | 1 |
#nope | 1 |
#still | 1 |
Top 10 Hashtags Used In Tweets

Top 10 mentions
Mention | Count |
---|---|
@gbosslet | 1860 |
@us_fda | 114 |
@goodtroublein | 103 |
@acweyand | 31 |
@lungdoc4kids | 28 |
@etsshow | 26 |
@pedilung | 24 |
@pedshemedoc | 21 |
@hyatt | 19 |
@ahnimres | 15 |
Top 10 mentions

Wordcloud of Tweets

Emojis
Average number of emojis used per tweet
15
Emojis used in tweets
Emoji | Count | Emoji Text |
---|---|---|
😂 | 33 | face_with_tears_of_joy |
🤷♀️ | 13 | woman_shrugging |
😬 | 10 | grimacing_face |
😉 | 9 | winking_face |
🤣 | 9 | rolling_on_the_floor_laughing |
🤷🏻♀️ | 9 | woman_shrugging_light_skin_tone |
🎉 | 9 | party_popper |
😊 | 8 | smiling_face_with_smiling_eyes |
😳 | 8 | flushed_face |
😅 | 6 | grinning_face_with_sweat |
Emojis groups
Emoji Group | Count |
---|---|
Smileys & Emotion | 166 |
People & Body | 60 |
Symbols | 12 |
Activities | 11 |
Food & Drink | 11 |
Travel & Places | 8 |
Objects | 8 |
Flags | 7 |
Animals & Nature | 6 |