MarchandSurgery - Tweet Data Analysis
Tweets Analysis - Keyword: @MarchandSurgery
Published March 9, 2023
Overview
Tweets covering
10 days
Latest tweet was on
2023-02-18
Earliest tweet was on
2023-02-08
Total number of tweets analysed
1,608
Average age of authors' accounts
5 years
Summarization
In these tweets, people discuss topics ranging from studying masks and respirators in real-world use, expressing disagreement with wearing a mask and performing therapy sessions on hearing impaired and attention disordered kids, to discussing the complexity of the human body and the importance of loving who they love while not fueling hate. The overall consensus seems to be in disagreement with the use of masks and other apparatuses in certain contexts, as well as agreement on the importance of loving everyone.
Topic Modeling
- Masks and Respirators
- Urine Cultures and Aerobic Conditions
- Speech and Language Pathology
- Debate on Airborne Infectious Diseases
- Living and Loving Quietly
Emotional Analysis
The tweets express a range of emotions from outrage to disbelief to empathy to agreement. The first tweet expresses outrage at the lack of care and consideration for children with hearing impairments, attention disorders, and auditory perception issues who are unable to receive the facial cues they need for therapy. The second and fifth tweets express disbelief at the efficacy of masks in protecting against airborne infectious diseases. The third and seventh tweets express agreement and solidarity with a friend. The fourth and eleventh tweets express empathy for those who are impoverished and without resources. The sixth tweet expresses happiness and love for a group of friends. The eighth and thirteenth tweets express frustration and disbelief at the lack of understanding of the complexity of the human body. The ninth tweet expresses frustration with those who blame the referees for their team's loss. The tenth tweet expresses agreement with the idea that one's sex is determined at conception. The twelfth tweet expresses agreement with the idea that everyone should live and love in peace. The fourteenth tweet expresses agreement with the idea that everyone should be allowed to live their lives in peace.
Trend Analysis
- Wearing Masks during Therapy Sessions: Many of the tweets discuss how it is "incredibly uncaring" to wear a mask when trying to perform a therapy session on children who need "every facial clue possible"
- Bacterial Infections: There are several tweets related to detecting and treating bacterial infections, such as E. coli
- Masks & Respirators: The use of masks and respirators as a precaution against airborne infectious diseases is discussed as well as the debate surrounding their efficacy
- Blood Agar Plate Conditions: There are also tweets related to the conditions on a blood agar plate for aerobic bacteria
- Discrimination: Several of the tweets discuss unethical practices such as putting "non-mitigating apparatuses" on "impoverished, resourceless individuals" as well as discrimination based on sexual orientation and socio-economic status
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
153
9% of total
Number of Original tweets
96
5% of total
Number of tweets that were Quotes
45
2% of total
Number of tweets that were Replies
1,372
85% of total
Number of tweets that contain Hashtags
84
5% of total
Number of tweets that contain Mentions
1,608
100% of total
Devices Used to Tweet
Top 5 Devices
| Source | Count |
|---|---|
| Twitter for iPhone | 614 |
| Twitter Web App | 537 |
| Twitter for Android | 361 |
| Twitter for iPad | 95 |
| BookClubProTweet | 1 |
Device Distribution
Top 10 Accounts by Followers
| Username | Name | Bio | Followers count |
|---|---|---|---|
| kuriharan | Kohei Kurihara - Privacy for all together 🌍 | Co-founder @pbdlab, develop data privacy culture and collaborative measures for future data society. Let’s make collaboration for sustainable society together! | 62,866 |
| WaterDean | Bob south florida water man | I am a Democrat, Navy vet, widower, animal lover, anti republican, I say what I mean and mean what I say, I only take DM's from people I know | 53,931 |
| sianetta | 🇺🇸@SUSYKOOL/ZEOLIARMY🇮🇹🤌🏼🇺🇸 🫶🏼 | WIDOW OF VietnamVET🇺🇸💔LISTS/PORN🚫PERSONALDMSBLOCK👊🏻Pete’s#1💍❤️PROLIFE✝ 2A #CLE🏡#NAPLES☀️🌴 #NicolettesGrandma💖Conservative🇺🇸Italian🇮🇹#Browns🏈😫 | 44,653 |
| Kevin_McKernan | Kevin McKernan | Cannabis Genome Project,2011. Developed the SOLiD sequencer. R&D lead Human Genome Project at MIT/WIBR. Founder- Medicinal Genomics | 41,317 |
| StanleyCohenLaw | Stanley Cohen | Attorney. Activist. Freedom Fighter. 'Certified Selfloathing' Jew. AntiZionist. Prolific. Beard Aficionado. New Yorker. Unfortunately Tenacious Yankees Fan. | 39,562 |
| rogertansey | ⚖️🪴🇺🇦🌈 | Trial attorney. Master Gardener. Graduate of CWRU, BC Law & Harvard. 12 Steps. Not interested in hearing from MAGA fools or QNuts. 🐕 🐕 rule. #AdoptDontShop | 32,636 |
| csd | csd 🇺🇦 | Fox News = Kremlin. Politics / Weather junkie. Swimmer. Kitten adopter. Fan of the smarts. https://t.co/1CUth0qOxt 🤽♂️https://t.co/neijVeVxdU @csd_ | 31,273 |
| Saikmedi | Sai Medi | Physician. All tweets my own; tweets not medical advice #altmiddle #HoldTheMiddle. Typos abound. I don’t proofread | 27,228 |
| JasWead | Jas 🪶🦬🐻🐀 | Liberal Democrat #Missing Space🪐 #NativeRights #TAIRP #MMIW ‘DrJas’ #GunReformNow #EVAW Master of the misspelled - I swear, a lot | 26,888 |
| rotterdamvvg | 💙Maca💙 We Are Not Done #TheBlueGoesOn | Active since 12/2020❣️#Democrats💙#Resistance🇺🇸#WomensRights💔#GQPTraitors🤬#ClimateChange🌎#BLM✊🏼#GunControl🔫#VotingRights🗳#Indigenous🪶#LGBTQIAally🏳️🌈 | 26,716 |
Top 10 Accounts by Friends
| Username | Name | Bio | Followers count |
|---|---|---|---|
| kuriharan | Kohei Kurihara - Privacy for all together 🌍 | Co-founder @pbdlab, develop data privacy culture and collaborative measures for future data society. Let’s make collaboration for sustainable society together! | 44,482 |
| sianetta | 🇺🇸@SUSYKOOL/ZEOLIARMY🇮🇹🤌🏼🇺🇸 🫶🏼 | WIDOW OF VietnamVET🇺🇸💔LISTS/PORN🚫PERSONALDMSBLOCK👊🏻Pete’s#1💍❤️PROLIFE✝ 2A #CLE🏡#NAPLES☀️🌴 #NicolettesGrandma💖Conservative🇺🇸Italian🇮🇹#Browns🏈😫 | 39,689 |
| WaterDean | Bob south florida water man | I am a Democrat, Navy vet, widower, animal lover, anti republican, I say what I mean and mean what I say, I only take DM's from people I know | 31,473 |
| rogertansey | ⚖️🪴🇺🇦🌈 | Trial attorney. Master Gardener. Graduate of CWRU, BC Law & Harvard. 12 Steps. Not interested in hearing from MAGA fools or QNuts. 🐕 🐕 rule. #AdoptDontShop | 31,289 |
| JasWead | Jas 🪶🦬🐻🐀 | Liberal Democrat #Missing Space🪐 #NativeRights #TAIRP #MMIW ‘DrJas’ #GunReformNow #EVAW Master of the misspelled - I swear, a lot | 26,832 |
| JohnathanPerk | jay | he/him | lawyer | antiracist | higher ed | Philly dog dad | tweets are my own—never, ever legal advice | 22,316 |
| rotterdamvvg | 💙Maca💙 We Are Not Done #TheBlueGoesOn | Active since 12/2020❣️#Democrats💙#Resistance🇺🇸#WomensRights💔#GQPTraitors🤬#ClimateChange🌎#BLM✊🏼#GunControl🔫#VotingRights🗳#Indigenous🪶#LGBTQIAally🏳️🌈 | 21,551 |
| lacefire7 | Lacey #Resist GET THE VACCINE! WEAR A MASK!💉😷 | Christian.Nurse,counselor(retired). #Equality4all #BLM End systemic hate of all types. #LOVE when hate seems the easiest way❤ #GEORGIA 🏳️🌈ally #PRU CORE. | 20,074 |
| cmublock61 | Mr. Q of Maine 🇺🇸🇫🇷🏴🏳️🌈🇺🇦 | I am here to fight and help preserve this great country & its fragile democracy. Oh, BTW, a keen observer of the putrid and deranged! No DM’s. | 18,033 |
| CRose2u | Buffalo Bills Fan 2 U🌊☮️🇺🇸🇺🇦✊️🌊 | ❤️💙#GoBills 🏈❤️#AnimalRights🐶 🌊#Resist🌊#Democrat💙 Jesus was a Progressive Liberal ☮️🌊#VoteBlue🌊🇺🇸🙏🏻🗽Peace💙 | 16,534 |
Most Active Users
| Username | Bio | Number of tweets |
|---|---|---|
| 01sandyshook | pretty simple person, I love the great outdoors. I love Jesus. No dm's please | 53 |
| AdotKitz | Long time TTRPG player hoping to find somewhere to use those skills. Quick on my feats pro bono rules lawyer. | 33 |
| _what_is_real_ | - | 27 |
| arizona_bonnie | Never Trumper since 2016. Protest signs now my creative outlet!🎨 Retired senior homeowner. Common sense out the Yazoo 😉 just ask me, I'll tell you! | 26 |
| doofpot19 | ⵣ (plural doofpotten, diminutive doofpotje) an old-fashioned metal canister with a tight lid, in which remaining fuel were put to die down. #dontfollowme | 26 |
| RuthlessTweets | Worked as an NHS GP for 25 years. Walking around the British coastline in slow stages. Wrote a book on how you can do it too. https://t.co/oNJydS5alx | 23 |
| donnie_wahlburg | Opinions. I got em | 18 |
| SemiColonAZ | 𝙰𝚛𝚖𝚢 𝚅𝚎𝚝/𝙷𝙸𝚂𝚃/𝙴𝙻𝙰 𝚃𝚎𝚊𝚌𝚑𝚎𝚛: 𝙿𝚛𝚘𝚟𝚎 𝚢𝚘𝚞 𝚠𝚛𝚘𝚗𝚐, 𝚌𝚘𝚛𝚛𝚎𝚌𝚝 𝚐𝚛𝚊𝚖𝚖𝚊𝚛, & 𝚍𝚎𝚏𝚎𝚗𝚍 𝚝𝚠𝚎𝚎𝚝𝚜. #𝙶𝚞𝚗𝙲𝚘𝚗𝚝𝚛𝚘𝚕 | 17 |
| LainieandHarry | Florida USA. CBDC = the reason for (almost) everything that makes no sense. No DM’s | 17 |
| DingusActually | Watching Twitter burn to the ground. Ridiculing conspiracies & dis/misinfo. Also w/ the uncanny ability to Troll Trolls/make prof. show their unprofessionalism. | 17 |
Tweets Per Day
Top 10 Tweets by Retweets
| ID | Text | Retweet count |
|---|---|---|
| 1625056227750211584 | @MarchandSurgery @arizona_bonnie @KennedyKrieger As a speech & language pathologist, I find it incredibly uncaring to wear a mask & attempt a therapy session. Many of these kids are hearing impaired, … | 29 |
| 1623708722026487810 | Rock on my BFF! @katievoteblue @BlackBag1 @SARA2001NOOR @AmrheinBenedikt @thelordbasil @DuckyJan1 @rotterdamvvg @JasWead @Dalocoengineer @cmublock61 @KBud06 @SomeoneAlre3 @BlackBag1 @CindyUSA01 @lradamz @Richard89418606 @listhitch @honora_kathleen @MarchandSurgery @ParsleyJane8 | 14 |
| 1624716988936511488 | Thank you for #like #privacy #tweet! @SparesHouseDelh @jeancayeux @mayogisense @AnneLaureBEAUD2 @MarchandSurgery @coyoc_luis @Arnab132 @rizk_rodrigue @smaksked @nicorasss @DavidofPrivasim @ayolo @RLDI_Lamy Internet protects your #privacy by deletion? https://t.co/cij8jI2EIe | 9 |
| 1624042968339423239 | @DonnaON88693977 @propheticbride @GustBrian @DannoActon @MoganDane @DaveKnight1776 @MommaBear737 @honor_country @EagleInTheCloud @bdaddyismyname @lgeorge68 @Falcore @MarchandSurgery @MSMAGC @DMcDMuffin @LinSuWill @JacquelineMcNab @MainGoal_Heaven https://t.co/tp5BOs4DYo | 6 |
| 1623793695681290240 | @MarchandSurgery @AshleyGWinter Are you looking for proof of infection? Urine culture is not the answer https://t.co/QtcuWoHM3r | 3 |
| 1623719118225518598 | @SARA2001NOOR @ResistersUniteX @katievoteblue @BlackBag1 @AmrheinBenedikt @thelordbasil @DuckyJan1 @rotterdamvvg @JasWead @Dalocoengineer @cmublock61 @KBud06 @SomeoneAlre3 @CindyUSA01 @lradamz @Richard89418606 @listhitch @honora_kathleen @MarchandSurgery @ParsleyJane8 GOP has been bought and paid for by the NRA, … | 3 |
| 1623858562773446657 | @MarchandSurgery @AshleyGWinter Routine urine culture was designed to detect E. coli infection in women with symptomatic UTI. Aerobic conditions on blood agar plate for only 24 hours. Many organisms will … | 3 |
| 1624984770064138240 | @MarchandSurgery @NFL_DovKleiman https://t.co/2QpqNeyPgo | 2 |
| 1626440181392834560 | @An0nAKn0wledge @DrJBhattacharya @cov19treatments @BoltonNot @drbairdonline @BrianOSheaSPI @marc_g_wathelet @MarchandSurgery @drsimonegold @Jikkyleaks @RealJoelSmalley @stkirsch @KanekoaTheGreat @PierreKory @RobertKennedyJr @arkmedic @Robertvegan7 @MichaelPSenger @VigilantFox | 2 |
| 1626399368470208514 | @ParsleyJane8 @walterecurtis @SARA2001NOOR @ResistersUniteX @BlackBag1 @AmrheinBenedikt @thelordbasil @DuckyJan1 @rotterdamvvg @JasWead @Dalocoengineer @cmublock61 @KBud06 @SomeoneAlre3 @CindyUSA01 @lradamz @Richard89418606 @listhitch @honora_kathleen @MarchandSurgery Gqp block gun legislation bc they're bought by the NRA … | 2 |
Top 10 Tweets by Likes
| ID | Text | Like count |
|---|---|---|
| 1625056227750211584 | @MarchandSurgery @arizona_bonnie @KennedyKrieger As a speech & language pathologist, I find it incredibly uncaring to wear a mask & attempt a therapy session. Many of these kids are hearing impaired, … | 169 |
| 1624984770064138240 | @MarchandSurgery @NFL_DovKleiman https://t.co/2QpqNeyPgo | 41 |
| 1623858562773446657 | @MarchandSurgery @AshleyGWinter Routine urine culture was designed to detect E. coli infection in women with symptomatic UTI. Aerobic conditions on blood agar plate for only 24 hours. Many organisms will … | 31 |
| 1625750774335827968 | @Jabaluck @MarchandSurgery @Kevin_McKernan @BallouxFrancois @akm5376 @mamasaurusMeg Mask do not work against an airborne infectious disease. Debate all you want. Until you study masks and respirators in real-world use like we … | 30 |
| 1623864901805436929 | @MarchandSurgery @AshleyGWinter https://t.co/OXKche8Wzl | 27 |
| 1623708722026487810 | Rock on my BFF! @katievoteblue @BlackBag1 @SARA2001NOOR @AmrheinBenedikt @thelordbasil @DuckyJan1 @rotterdamvvg @JasWead @Dalocoengineer @cmublock61 @KBud06 @SomeoneAlre3 @BlackBag1 @CindyUSA01 @lradamz @Richard89418606 @listhitch @honora_kathleen @MarchandSurgery @ParsleyJane8 | 23 |
| 1625840420436471808 | @KristenMeghan @Jabaluck @MarchandSurgery @Kevin_McKernan @BallouxFrancois @akm5376 @DaliessioVince Like why you thought it was ethical to put EXPRESSLY NON-MITIGATING apparatuses on impoverished, resourceless individuals under police influence for a known hazard … | 20 |
| 1625919312153255937 | @Jabaluck @MarchandSurgery @BallouxFrancois @akm5376 @mamasaurusMeg @KristenMeghan I nominate the authors of the Cochrane report. | 19 |
| 1624716988936511488 | Thank you for #like #privacy #tweet! @SparesHouseDelh @jeancayeux @mayogisense @AnneLaureBEAUD2 @MarchandSurgery @coyoc_luis @Arnab132 @rizk_rodrigue @smaksked @nicorasss @DavidofPrivasim @ayolo @RLDI_Lamy Internet protects your #privacy by deletion? https://t.co/cij8jI2EIe | 16 |
| 1626016843906584579 | @mamasaurusMeg @carl_jurassic @Kevin_McKernan @Jabaluck @MarchandSurgery @BallouxFrancois @akm5376 @KristenMeghan Sanity check here - Bangladesh mask study Abaluck has been furiously defending - the study found a 30 case difference out of … | 15 |
Top Languages Used
Top 10 Hashtags
| Hashtag | Count |
|---|---|
| #maga | 8 |
| #factorfiction | 7 |
| #teachers | 6 |
| #setuprsotrials | 6 |
| #privacy | 4 |
| #democrats | 3 |
| #fjb | 3 |
| #china | 3 |
| #covid19 | 2 |
| #marchandinstitute | 2 |
Top 10 Mentions
| Mention | Count |
|---|---|
| @marchandsurgery | 1,619 |
| @kennedykrieger | 216 |
| @arizona_bonnie | 173 |
| @ninaturner | 123 |
| @hg47 | 109 |
| @imapotatoocj | 105 |
| @gjholt | 105 |
| @kemibadenoch | 98 |
| @adotkitz | 79 |
| @ruthlesstweets | 75 |
Wordcloud of Tweets
Emoji Analysis
Average emojis per tweet:
21
Emojis Used
| Emoji | Count | Emoji Text |
|---|---|---|
| 😂 | 45 | face_with_tears_of_joy |
| 🤣 | 36 | rolling_on_the_floor_laughing |
| 👍 | 9 | thumbs_up |
| 🌊 | 8 | water_wave |
| 🤡 | 7 | clown_face |
| ❤️ | 7 | red_heart |
| 🙄 | 7 | face_with_rolling_eyes |
| 😊 | 6 | smiling_face_with_smiling_eyes |
| 💙 | 6 | blue_heart |
| 😅 | 6 | grinning_face_with_sweat |
Emoji Groups
| Emoji Group | Count |
|---|---|
| Smileys & Emotion | 205 |
| People & Body | 65 |
| Symbols | 14 |
| Animals & Nature | 13 |
| Activities | 13 |
| Objects | 13 |
| Travel & Places | 12 |
| Flags | 7 |
| Food & Drink | 6 |
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