kprather88 - Tweet Data Analysis
Tweets Analysis - Keyword: @kprather88
Published March 8, 2023
Overview
Tweets covering
10 days
Latest tweet was on
2023-02-21
Earliest tweet was on
2023-02-10
Total number of tweets analysed
3,413
Average age of authors' accounts
8 years
Summarization
Tweets discuss the issue of long hair being a barrier to effective mask use, New York State dropping face mask requirements for healthcare facilities even though #CovidIsNotOver, the low compliance with seatbelt use, the efficacy of respirator masks, the need for better ventilation and protection, and the role of masks in mitigating the impacts of covid.
Topic Modeling
- COVID-19 - Health Impact and Mitigation
- Face Masks - Effectiveness and Necessity
- Masks - Design and Implementation
- Ventilation - Impact and Mitigation of Covid-19
- Non-Randomized Control Trial - Evidence and Role
Emotional Analysis
The tweets express a range of emotions, from frustration and disbelief to urgency and determination. There is a clear sentiment of concern over the lack of adequate protection from COVID-19, and the need for greater safety measures to be taken. Additionally, there is a sense of anger and disappointment at the lack of recognition for the importance of masks and other safety protocols, and the dismissal of expert advice on the matter. The tweets also express a desire for greater accountability from government and corporate bodies, and for more decisive action to be taken to protect the public from the virus.
Trend Analysis
- The efficacy of face masks
- Government regulations regarding face masks
- Infectious disease expert opinions
- Engineering-based approach to face masks
- Healthcare facility protocols regarding face masks
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
573
16% of total
Number of Original tweets
19
0% of total
Number of tweets that were Quotes
182
5% of total
Number of tweets that were Replies
2,846
83% of total
Number of tweets that contain Hashtags
113
3% of total
Number of tweets that contain Mentions
3,413
100% of total
Devices Used to Tweet
Top 5 Devices
| Source | Count |
|---|---|
| Twitter Web App | 1,249 |
| Twitter for iPhone | 1,019 |
| Twitter for Android | 925 |
| Twitter for iPad | 202 |
| TweetDeck | 10 |
Device Distribution
Top 10 Accounts by Followers
| Username | Name | Bio | Followers count |
|---|---|---|---|
| AstroKatie | Katie Mack | Cosmologist, pilot, author, connoisseur of cosmic catastrophes. @TEDFellow, CIFAR Azrieli Global Scholar. She/her. Dr. https://t.co/x5ErK7B0CB | 418,130 |
| JudahWorldChamp | Judah Friedlander | 90 min livestream stand-up shows. Pay what you want. More shows announced soon. | 387,481 |
| TaylorLorenz | Taylor Lorenz | Technology columnist @washingtonpost | SUBSCRIBE TO MY FREE NEWSLETTER!! 👇🏻👇🏻👇🏻 https://t.co/obOIW1kg4F | 355,424 |
| PeterHotez | Prof Peter Hotez MD PhD | Vaccine Scientist-Author-Combat Antiscience @bcmhouston Professor Pediatrics Molecular Virology, @bcm_tropmed Dean, @TexasChildrens Chair in Tropical Pediatrics | 332,681 |
| trishgreenhalgh | Trisha Greenhalgh | Professor of Primary Health Care, Oxford. Independent SAGE. Views my own. Blue tick in old money. Staying - for now. Also on other platforms - find me. | 179,231 |
| jeremyphoward | Jeremy Howard | 🇦🇺 Co-founder: @FastDotAI ; Hon Professor: @UQSchoolITEE ; [email protected] ; :wq | 164,970 |
| dgurdasani1 | Dr. Deepti Gurdasani | Clinical epidemiology, machine learning, global health. Intersectional feminist. she/her. Now also on @[email protected] | 144,318 |
| fitterhappierAJ | Anthony J Leonardi, PhD, MS | PhD (T cell differentiation) BS MS MPH (student) @JohnsHopkins Honorary Research Fellow Less than Nothing Views own https://t.co/AA6klJDyX8 | 97,055 |
| TRyanGregory | T. Ryan Gregory | Professor of evolutionary biology. Monger (mostly fear, occasionally fish). Come for the science, stay for the brilliant wit and humility. He/him. | 78,430 |
| daveanthony | Mr Dave Anthony (Lord) | My podcast is The Dollop. @[email protected] | 72,712 |
Top 10 Accounts by Friends
| Username | Name | Bio | Followers count |
|---|---|---|---|
| CounsellingSam | Dr Sam🐟❤🌈😷 | #LongCovid #actuallyautistic #POC lover of beauty and romance, hater of bigotry and racism. Pro-EU. #AFOL Outdoorsy. Anti-Tory No #Ableism Martha and Millie | 21,029 |
| vox_n_thecosmos | Vox Populi Resists | ER Doc who believes #HealthcareIsAHumanRight | 17,813 |
| DrLindaLMoore | Dr Linda L Moore | Psychologist... Author/Speaker/ Blog on Psychology | 17,812 |
| EclecticRadical | Chris Richards 🐬🖖🏻 #ClassWarNotColdWar | Working class public intellectual. 45. One *consistent* MF-er! Host of @TheEclecticRad https://t.co/EhWewVhjDt | 15,799 |
| StoneColdPillar | Stone Cold Pillar | Vote like your life depends on it. At the very least, the future of the planet does.🌎 Democracy. Climate Change. COVID safe. https://t.co/qDR93bFagI | 15,343 |
| regina_bateson | Regina Bateson | Asst Prof @UOttawaGSPIA; exec comm @WomenAlsoKnow. Fmr @StateDept & #CA04. Californian in 🇨🇦. Studying rights, democracy, vigilantism, violence & politics | 14,012 |
| ZaRdOz420WPN | ZaRdOz420WPN | Progressive Democrat 🐈 Cat Lover SinglePayerSunday ¤ Medicare For All ¤ Pro-Choice ¤ Abortion is Healthcare ¤ Expand Social Security ¤ ADHD ¤ | 11,029 |
| 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 | 10,763 |
| CL2Empower | Craig L. Ph.D. | Mental & Health Services Intervention Research, Wellness, Social Medicine,Health Equity, Social Justice, CBPR & Social Work. You can't just make stuff up! KA𝚿 | 10,203 |
| JudahWorldChamp | Judah Friedlander | 90 min livestream stand-up shows. Pay what you want. More shows announced soon. | 10,030 |
Most Active Users
| Username | Bio | Number of tweets |
|---|---|---|
| joejaggi | (he/him) The pandemic has shone a light on everything wrong with our society. You're not for social justice if you're against COVID mitigation. #BringBackMasks | 39 |
| deviantgauge | Nurse practitioner, Masters weightlifter, autonomist Marxist, feminist, butch. Pronouns she/her or they/them. | 32 |
| Dave99117584 | Centrist Dad. Trumpism is worse than progressivism, but only slightly. Blocking people who respectfully disagree with you is WEAK. | 32 |
| sameo416 | Métis ∞ RRS Scotch-breed ∞ RCAF Veteran ∞ Feral theologian ∞ aerospace/electrical/forensic ∞ P.Eng. ∞ he/him ∞ lawful chaotic ∞ Disabled ∞ RRMC RMC sfu uec ∞ nd | 31 |
| 43blah | I was born and am still alive for the time-being. | 30 |
| jmcrookston | Lawyer, litigator,patent/TM agent. Biochem #COVIDisAirborne🌬️🔅. Wear N95. pic Paul Smith, done w typewriter, had c palsy @[email protected] | 30 |
| ariccio | If left to my own devices, I will build more. Running @co2trackers. | 26 |
| IKostenas | Aristos IT Recruitment Services GmbH 🇨🇭 @glpKreis1und2 Green Liberal Party | 25 |
| alan2102z | Groucho Marxist Eco-socialist Relentless critic | 24 |
| michael95753462 | TEACH MEMORY SYSTEMS, ASSIT. AIR-FIELD MANAGER EDWARDS A.F.B( DURNING TIME OF FIRST AND SECOND SPACE SHUTTLES). VISUAL ARTIST CONSULTANT( TALES FROM EL BARRIO ) | 23 |
Tweets Per Day
Top 10 Tweets by Retweets
| ID | Text | Retweet count |
|---|---|---|
| 1624824013036961792 | New York state drops its face mask requirements for healthcare facilities despite the fact that #CovidIsNotOver & #COVIDisAirborne Here I cover for @Forbes this & the response from @MandateMasksNY along … | 338 |
| 1624976292797091841 | Let's blow up her video up.... The headband hair issue is a serious barrier to implementation for those with long hair. @masknerd @amandalhu @Amal4Solutions @sameo416 @michael_hoerger @kprather88 @dgurdasani1 @trishgreenhalgh @DRTomlinsonEP … | 287 |
| 1625562691673681920 | .@gregggonsalves and I wrote an OpEd on the nonsense of declaring the #Covid19 pandemic over. Workers (and others) need better #ventilation and protection. https://t.co/UTab33w6Tf #CovidIsntOver #COVIDisAirborne cc @kprather88 @Don_Milton @jljcolorado | 81 |
| 1625325996881707011 | @LizHighleyman @kprather88 That’s not what the subheadline says. Isn’t like saying condoms, seat belts, helmets, etc don’t work…of course they don’t work IF YOU DON’T USE THEM. https://t.co/1ALyxLP5fq | 69 |
| 1625343921437003776 | @kprather88 @DeVerdadera1 All masks work to varying degrees. A surgical mask has a Fit Factor of around 5. A fitted N95 needs 100+. A full face mask elastomeric in the … | 57 |
| 1626106269151928323 | When we need to test a SCUBA tank to see if it works, we don't call a doctor to do an RCT We call an engineer to design a test … | 50 |
| 1624970795381293056 | @GermHunterMD @Iamgoingtosleep @WHO @CIDJournal @linseymarr @jljcolorado @kprather88 @DavidElfstrom @sameo416 @jmcrookston I'll feel better when PHAC and all other PH units in Canada say that COVID is airborne. I'll feel better … | 48 |
| 1626782665495158784 | An advisory letter to all schools in CA that these are safe and acceptable would be extremely helpful right now, @GavinNewsom @CAgovernor @CAPublicHealth @lapublichealth @vcpublichealth @CADeptEd @WeAreCTA @CalNurses @AmerAcadPeds @cleanairkits … | 45 |
| 1625334390506094592 | As Dr. @kprather88 points out. Look, this whole piece? And the author's thread promoting it? It's designed to drive traffic. Generate clicks. That's the objective. https://t.co/f8v1jqyaSZ | 24 |
| 1624831578613379078 | @bruce_y_lee @RandomGirltoYou @Forbes @MandateMasksNY @kprather88 Here is a petition letter template to write to Biden and your Congressional Representatives to tell them to please not end the covid national emergency … | 23 |
Top 10 Tweets by Likes
| ID | Text | Like count |
|---|---|---|
| 1624976292797091841 | Let's blow up her video up.... The headband hair issue is a serious barrier to implementation for those with long hair. @masknerd @amandalhu @Amal4Solutions @sameo416 @michael_hoerger @kprather88 @dgurdasani1 @trishgreenhalgh @DRTomlinsonEP … | 1,251 |
| 1624824013036961792 | New York state drops its face mask requirements for healthcare facilities despite the fact that #CovidIsNotOver & #COVIDisAirborne Here I cover for @Forbes this & the response from @MandateMasksNY along … | 911 |
| 1625325996881707011 | @LizHighleyman @kprather88 That’s not what the subheadline says. Isn’t like saying condoms, seat belts, helmets, etc don’t work…of course they don’t work IF YOU DON’T USE THEM. https://t.co/1ALyxLP5fq | 550 |
| 1626106269151928323 | When we need to test a SCUBA tank to see if it works, we don't call a doctor to do an RCT We call an engineer to design a test … | 236 |
| 1625334390506094592 | As Dr. @kprather88 points out. Look, this whole piece? And the author's thread promoting it? It's designed to drive traffic. Generate clicks. That's the objective. https://t.co/f8v1jqyaSZ | 196 |
| 1624970795381293056 | @GermHunterMD @Iamgoingtosleep @WHO @CIDJournal @linseymarr @jljcolorado @kprather88 @DavidElfstrom @sameo416 @jmcrookston I'll feel better when PHAC and all other PH units in Canada say that COVID is airborne. I'll feel better … | 194 |
| 1625266086143746056 | @LizHighleyman @kprather88 @Slate @CochraneLibrary @JenniferNuzzo @Jabaluck @VPrasadMDMPH By analogy, if there was low compliance with seatbelt use, would we be pushing to make seatbelts optional? | 181 |
| 1625562691673681920 | .@gregggonsalves and I wrote an OpEd on the nonsense of declaring the #Covid19 pandemic over. Workers (and others) need better #ventilation and protection. https://t.co/UTab33w6Tf #CovidIsntOver #COVIDisAirborne cc @kprather88 @Don_Milton @jljcolorado | 177 |
| 1625343921437003776 | @kprather88 @DeVerdadera1 All masks work to varying degrees. A surgical mask has a Fit Factor of around 5. A fitted N95 needs 100+. A full face mask elastomeric in the … | 176 |
| 1626782665495158784 | An advisory letter to all schools in CA that these are safe and acceptable would be extremely helpful right now, @GavinNewsom @CAgovernor @CAPublicHealth @lapublichealth @vcpublichealth @CADeptEd @WeAreCTA @CalNurses @AmerAcadPeds @cleanairkits … | 171 |
Top Languages Used
Top 10 Hashtags
| Hashtag | Count |
|---|---|
| #covidisairborne | 34 |
| #maskup | 12 |
| #covidisnotover | 11 |
| #longcovid | 5 |
| #n95 | 5 |
| #keepmasksinhealthcareny | 5 |
| #mandatemasks | 5 |
| #bringbackmasks | 5 |
| #longcovidkids | 5 |
| #airborne | 5 |
Top 10 Mentions
| Mention | Count |
|---|---|
| @kprather88 | 3,431 |
| @lizhighleyman | 822 |
| @slate | 735 |
| @vprasadmdmph | 614 |
| @jennifernuzzo | 597 |
| @cochranelibrary | 592 |
| @jabaluck | 592 |
| @linseymarr | 364 |
| @jljcolorado | 348 |
| @sameo416 | 294 |
Wordcloud of Tweets
Emoji Analysis
Average emojis per tweet:
11
Emojis Used
| Emoji | Count | Emoji Text |
|---|---|---|
| 😂 | 38 | face_with_tears_of_joy |
| 🙄 | 17 | face_with_rolling_eyes |
| 🤣 | 17 | rolling_on_the_floor_laughing |
| 💯 | 13 | hundred_points |
| 😷 | 12 | face_with_medical_mask |
| 👍 | 12 | thumbs_up |
| 🤡 | 11 | clown_face |
| 👏 | 10 | clapping_hands |
| 🤯 | 10 | exploding_head |
| 👇 | 9 | backhand_index_pointing_down |
Emoji Groups
| Emoji Group | Count |
|---|---|
| Smileys & Emotion | 222 |
| People & Body | 105 |
| Symbols | 17 |
| Objects | 17 |
| Flags | 11 |
| Activities | 9 |
| Animals & Nature | 8 |
| Travel & Places | 8 |
| Food & Drink | 5 |
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