ScienceUpFirst - Tweet Data Analysis
Tweets Analysis - Keyword: @ScienceUpFirst
Published March 8, 2023
Overview
Tweets covering
10 days
Latest tweet was on
2023-02-21
Earliest tweet was on
2023-02-11
Total number of tweets analysed
1,019
Average age of authors' accounts
6 years
Summarization
The tweets discuss the consequences of misinformed and false beliefs, health misinformation associated with the Galileo Wannabe Fallacy, celebrating International Women’s Day in conversation with a doctor, the misuse of a graph chart, the problems of waiting 14 days to count a person as vaccinated, seizing false information and using it as propaganda, registering for the Children's Vaccines Day, accepting a medal for vaccination propaganda spreading, and the side effects of vaccines.
Topic Modeling
- Health Misinformation
- Women's Health/International Women's Day
- COVID-19 Vaccinations
- Data Misrepresentation/Misinformation
- Children's Vaccinations/Awareness
Emotional Analysis
The emotions expressed in these tweets range from caution and skepticism to enthusiasm and anger. The primary focus of the tweets is the need for accuracy and truth in the information being presented, particularly with regard to health misinformation. Many of the tweets express frustration with attempts to spread false information and with the lack of understanding of the facts. There is also a strong sense of pride in the celebration of International Women's Day and the recognition of female scientists. Finally, there is a sense of anticipation and excitement in anticipation of the upcoming town hall on children's vaccines.
Trend Analysis
- Challenging the Status Quo
- Women's Health
- Health Misinformation
- Vaccinations
- Spreading of Disinformation
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
116
11% of total
Number of Original tweets
27
2% of total
Number of tweets that were Quotes
40
3% of total
Number of tweets that were Replies
873
85% of total
Number of tweets that contain Hashtags
95
9% of total
Number of tweets that contain Mentions
1,019
100% of total
Devices Used to Tweet
Top 5 Devices
| Source | Count |
|---|---|
| Twitter for iPhone | 359 |
| Twitter Web App | 345 |
| Twitter for Android | 263 |
| Twitter for iPad | 26 |
| Hootsuite Inc. | 16 |
Device Distribution
Top 10 Accounts by Followers
| Username | Name | Bio | Followers count |
|---|---|---|---|
| angie_rasmussen | Dr. Angela Rasmussen | Virologist. PI @VIDOInterVac. Adj Prof @USask BMI. Aff @georgetown_ghss. P2 @covarr_net. Jeopardy! loser. 🇺🇸in🇨🇦. she/her | 418,138 |
| CPHO_Canada | Dr. Theresa Tam | 🇨🇦 The Chief Public Health Officer of Canada promotes and protects the health of Canadians. Terms of use: https://t.co/uljQ8rG6es Français: @ACSP_Canada | 307,920 |
| TheoFleury14 | Theo Fleury | Patriot and lover of freedom,advocate for those who still haven’t found their voice,best-selling author, ex NHL player, Olympic gold medalist | 252,733 |
| OttawaHealth | Ottawa Public Health | Ottawa’s leading source for health information, programs & services. Prevention, promotion, & protection for healthy communities.Français = @OttawaSante | 146,921 |
| vonbrauckmann | Patrick Brauckmann 🕉️ | Originally from 🕉Brahman, Grateful but non-local. #endspeciesism, Author of Space and Time. Brahma satyam jagat-mithyä jivo brahmaiva näparah. 🕉 | 102,064 |
| Vadeboncoeur_Al | Alain Vadeboncoeur | Urgento @ICMtl Prof titulaire @UMontreal Écrit @Lactualite @luxediteur @Editions_Homme Enseigne @ECG_u Conseille @IPAM Conseille @IciSTAT Chronique @Noovoinfo | 74,525 |
| MrAhmednurAli | Ahmed Ali | Researcher| Health Policy PhD| Advocate of evidence-based policies| He/Him/His| Views my own. RT ≠ Endorsements | 72,374 |
| regionofpeel | Peel Region | Monitored Mon-Fri 8:30-4:30 excluding holidays. Call 905-791-7800 for service info or visit https://t.co/eT9elZEngJ. For emergencies call 911. | 59,822 |
| USMortality | Ben | Silicon Valley Software Engineer 💻 | Pro Free Speech 😶 | First Do No Harm 🩺 🌎 https://t.co/H3lPZ8oWyC | 🇺🇸 https://t.co/aWMrw5kym0 | 🇩🇪 https://t.co/RZtnVRW8gu | 47,239 |
| stphnmaher | Stephen Maher | Canadian journalist, novelist. Former canterman. Woke moralist. Mastodon handle: @[email protected] | 45,796 |
Top 10 Accounts by Friends
| Username | Name | Bio | Followers count |
|---|---|---|---|
| LatteLoveBrew1 | Derek M | Latte Love Brew | #I #Follow #Back #100% Multilingual lover of life and all things coffee! The perfect way to start a day. Owner of https://t.co/i9jWD1g4xe | 18,846 |
| FreeUs551 | Truth is Freedom 🇺🇸 🇺🇸 🇺🇸 GOD FAMILY COUNTRY | Patriot, I love the Constitution. 🇺🇸 1776 Lefties, my profile pic is of a murdered American, Kate Steinle. | 10,305 |
| virario3 | 💙💙 Vivi 💙💙 | 🤖 🌷TULIP🌷 Amazing Grace !...❤️ | 8,951 |
| angie_rasmussen | Dr. Angela Rasmussen | Virologist. PI @VIDOInterVac. Adj Prof @USask BMI. Aff @georgetown_ghss. P2 @covarr_net. Jeopardy! loser. 🇺🇸in🇨🇦. she/her | 7,875 |
| GeorgeHampton25 | George Hampton | Share anything and/or everything I post anywhere ... if you wish. NEWSFLASH: I don't and will never respect your pronouns. | 7,146 |
| MattMcInnis6 | Matt Mc Innis | Very astute, witty, and straight to the point. | 6,888 |
| MissScarFever | Scarlet in the Realz. | Proud Metis Woman. Communicator. Mother. Friend. Person. Gatherer of menstrual products. Lover of raccoons.. My tweets are mine.ADHD life. She/Her | 6,739 |
| SkScienceCentre | Sask Science Centre | Permanent and visiting exhibits, stage shows, IMAX 3D films, day camps, birthdays, and more! | 6,738 |
| glenpyle | Glen Pyle | #WomensHeartHealth ❤️🩹 | Professor, Molecular Cardiology #SexDifferences #MedicalMisinformation #FirstGen @uthsc Alum @impartteam REB Chair @COVID_19_Canada @ScienceUpFirst | 6,385 |
| porridgeisgood | Mary Findlay | - | 6,268 |
Most Active Users
| Username | Bio | Number of tweets |
|---|---|---|
| Harry71A | Tyranny or freedom. It's up to us. Delete the predatory 'elite' from visions of our future. No DMs please. | 23 |
| jsm2334 | Pepper Professor of Public Health & Preventative Medicine; Biostats, Stats & Data Science, UPenn; lifelong learner & truth seeker; Views my own & not employer’s | 18 |
| suneandersen9 | - | 15 |
| LostTogetherCda | Life is complex. Let’s dig deeper. — Retired. BC Ministry of Health. | 15 |
| JonathanRueb | I like tennis, football, chess, and skating (inline/ice). Interested in data & stats. Likes/RTs may be bookmarks | 12 |
| ShutUpKaren14 | "No eternal reward will forgive us now for wasting the dawn." Jim Morrison | 11 |
| NiusMarco | Luthier-Ingénieur en génétique microbienne- musicien -enseignant Pas de #spike , Pas de chocolat | 10 |
| BigG_X_ | Survived the covid plague. Natural immunity for life. | 10 |
| RichGra11892932 | I am | 10 |
| Charlene_Mattie | Traveling at the speed of life ⚠️ Adventure seeker 🛩🌴🌋. Lover of laughter 🤣, fresh air 🌄, a good daiquiri 🍹 and a solid bull run 📈 | 9 |
Tweets Per Day
Top 10 Tweets by Retweets
| ID | Text | Retweet count |
|---|---|---|
| 1625531261971226624 | Feb 23, 2023 is #KidsVaccinesDay! Register now for the @ScienceUpFirst and @ChildHealthCan town hall on children’s vaccines. https://t.co/ny7eT6Lmym | 25 |
| 1624832297404084224 | Celebrate International Women’s Day in a conversation with @DrJenGunter, lasso of truth, on the facts (not fiction) of hormones and menopause! Thrilled to be joining the panel at this @ScienceUpFirst … | 23 |
| 1625886034147024896 | Just because Galileo was persecuted too doesn't mean that your fringe ideas effectively "challenge the status quo.” Beware of health misinformation associated with the Galileo Wannabe Fallacy. Via @ScienceUpFirst https://t.co/x2Sb3VjrQM | 22 |
| 1625197153994870800 | @CaulfieldTim @dr_kkjetelina @kmpanthagani @StanKutcher @CanCovid @ImmunizedotCa @CANImmunize @jonathanstea @shazmamithani @AntibioticDoc @BogochIsaac @ScienceUpFirst @RyanMarino 14 days bias https://t.co/QiwMS9rQIa | 16 |
| 1627700377142394880 | Healthcare leaders and experts will be answering questions about vaccines during an online Town Hall hosted by @ScienceUpFirst & Children’s Healthcare Canada.Have questions about immunizations for kids? Join the conversation … | 10 |
| 1625222785416192001 | @CaulfieldTim @dr_kkjetelina @kmpanthagani @StanKutcher @CanCovid @ImmunizedotCa @CANImmunize @jonathanstea @shazmamithani @AntibioticDoc @BogochIsaac @ScienceUpFirst @RyanMarino This chart is misleading, as it’s severely confounded, see here: https://t.co/87Ciw3AAYD | 10 |
| 1625602424160550912 | @TBDHealthUnit @ScienceUpFirst The harmful myths have been created by #RockefellerMedicine for over a century now, doing their best to badmouth and eliminate alternative healthcare options. https://t.co/jUXA2SUmGL | 9 |
| 1626622846251286528 | The pandemic has had a big impact on routine immunizations. Ensuring coverage doesn’t slip is a must. Join #KidsVaccinesDay with @ScienceUpFirst and @ChildHealthCan and help protect the largest unvaccinated cohort … | 7 |
| 1625370685710249984 | @CaulfieldTim @dr_kkjetelina @kmpanthagani @StanKutcher @CanCovid @ImmunizedotCa @CANImmunize @jonathanstea @shazmamithani @AntibioticDoc @BogochIsaac @ScienceUpFirst @RyanMarino Fraud, the so called Vax has killed and maimed thousands upon thousands, it’s Pointless Poison ☠️ how … | 5 |
| 1625527856091607048 | Join the movement! @ChildHealthCan and @ScienceUpFirst has declared Feb 23 2023, to be National Kids and Vaccines Day. Join our national bilingual online Town Hall, during which vaccine experts will … | 5 |
Top 10 Tweets by Likes
| ID | Text | Like count |
|---|---|---|
| 1625886034147024896 | Just because Galileo was persecuted too doesn't mean that your fringe ideas effectively "challenge the status quo.” Beware of health misinformation associated with the Galileo Wannabe Fallacy. Via @ScienceUpFirst https://t.co/x2Sb3VjrQM | 111 |
| 1624832297404084224 | Celebrate International Women’s Day in a conversation with @DrJenGunter, lasso of truth, on the facts (not fiction) of hormones and menopause! Thrilled to be joining the panel at this @ScienceUpFirst … | 88 |
| 1625222785416192001 | @CaulfieldTim @dr_kkjetelina @kmpanthagani @StanKutcher @CanCovid @ImmunizedotCa @CANImmunize @jonathanstea @shazmamithani @AntibioticDoc @BogochIsaac @ScienceUpFirst @RyanMarino This chart is misleading, as it’s severely confounded, see here: https://t.co/87Ciw3AAYD | 76 |
| 1625197153994870800 | @CaulfieldTim @dr_kkjetelina @kmpanthagani @StanKutcher @CanCovid @ImmunizedotCa @CANImmunize @jonathanstea @shazmamithani @AntibioticDoc @BogochIsaac @ScienceUpFirst @RyanMarino 14 days bias https://t.co/QiwMS9rQIa | 66 |
| 1625315337825669121 | @CaulfieldTim @dr_kkjetelina @kmpanthagani @StanKutcher @CanCovid @ImmunizedotCa @CANImmunize @jonathanstea @shazmamithani @AntibioticDoc @BogochIsaac @ScienceUpFirst @RyanMarino They waited 2 weeks after the shot to count a person as vaccinated. I wonder how that … | 65 |
| 1625201874474524673 | @CaulfieldTim @dr_kkjetelina @kmpanthagani @StanKutcher @CanCovid @ImmunizedotCa @CANImmunize @jonathanstea @shazmamithani @AntibioticDoc @BogochIsaac @ScienceUpFirst @RyanMarino I remember this graph, that's when they mistakenly reported the partially vaccinated as unvaccinated, they retracted that … | 61 |
| 1625547362755301376 | @CPHO_Canada @ScienceUpFirst @ChildHealthCan Hey "doctor", leave those kids alone. | 58 |
| 1625237452565909504 | @CaulfieldTim @dr_kkjetelina @kmpanthagani @StanKutcher @CanCovid @ImmunizedotCa @CANImmunize @jonathanstea @shazmamithani @AntibioticDoc @BogochIsaac @ScienceUpFirst @RyanMarino Not so fast, Mr. Misinformation. https://t.co/QO0GikMAmj | 55 |
| 1624445800632950785 | @CaulfieldTim @CHEK_media @steeletalk @psychunseen @cca_reports @STWorg @DocMCohen @ScienceUpFirst @jonathanstea It’s truly fascinating to watch, in real time. Continuing to use predictable disinformation talking point phrases, whataboutism and memes - again … | 40 |
| 1625531261971226624 | Feb 23, 2023 is #KidsVaccinesDay! Register now for the @ScienceUpFirst and @ChildHealthCan town hall on children’s vaccines. https://t.co/ny7eT6Lmym | 37 |
Top Languages Used
Top 10 Hashtags
| Hashtag | Count |
|---|---|
| #kidsvaccinesday | 30 |
| #scienceupfirst | 17 |
| #vaccineswork | 9 |
| #kidsvaccineday | 5 |
| #lasciencedabord | 3 |
| #diedsuddendly | 3 |
| #covid19 | 2 |
| #noamnestyforcovidtyranny | 2 |
| #diedsuddenlyvaccine | 2 |
| #ontario | 2 |
Top 10 Mentions
| Mention | Count |
|---|---|
| @scienceupfirst | 1,021 |
| @caulfieldtim | 795 |
| @jonathanstea | 629 |
| @stankutcher | 496 |
| @bogochisaac | 452 |
| @antibioticdoc | 450 |
| @immunizedotca | 378 |
| @shazmamithani | 375 |
| @dr_kkjetelina | 367 |
| @kmpanthagani | 367 |
Wordcloud of Tweets
Emoji Analysis
Average emojis per tweet:
20
Emojis Used
| Emoji | Count | Emoji Text |
|---|---|---|
| 🤡 | 17 | clown_face |
| 🤣 | 14 | rolling_on_the_floor_laughing |
| 🥳 | 14 | partying_face |
| 💉 | 12 | syringe |
| 👏 | 12 | clapping_hands |
| 🙄 | 8 | face_with_rolling_eyes |
| 🐭 | 8 | mouse_face |
| 😂 | 8 | face_with_tears_of_joy |
| 🎉 | 6 | party_popper |
| ☠️ | 6 | skull_and_crossbones |
Emoji Groups
| Emoji Group | Count |
|---|---|
| Smileys & Emotion | 100 |
| People & Body | 56 |
| Objects | 16 |
| Activities | 14 |
| Animals & Nature | 10 |
| Travel & Places | 8 |
| Flags | 4 |
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