zchagla - Tweet Data Analysis
Tweets Analysis - Keyword: @zchagla
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
69
Average age of authors' accounts
8 years
Summarization
The discussion highlights the fact that COVID vaccines have undergone 6 months of safety review, while Hepatitis B given to newborns only underwent 5 days of safety monitoring after injection. Furthermore, it is commented that the recent pandemic has revealed misinformation circulating regarding vaccination and masks and that medical professionals should be informed of the relevant facts. Lastly, it is highlighted that volunteers are being thanked for their role in research and safety.
Topic Modeling
- Vaccine Safety
- Covid-19 Hysteria and Preventative Measures
- Vaccine Trials Research
- Vaccinne Prescriptions and Public Education
- Covid-19 Misinformation
Emotional Analysis
The emotions expressed in these tweets range from outrage and disbelief to appreciation and admiration. People are expressing their anger and disbelief that doctors and parents are not being informed about the safety review of the COVID vaccines, and questioning the usefulness of the lockdowns, school closures, and vaccine mandates. They also express appreciation for study volunteers and admiration for those who have been in the research business for a long time. There is also a sense of disbelief at the lack of reporting of cases, and a feeling of satisfaction and agreement with some of the tweets.
Trend Analysis
- COVID Vaccines, Vaccine Safety, Vaccine Trials
- Mas, Lockdowns, School Closures, Vaccine Mandates/Passports
- Growth of COVID Variants
- Impact of Vaccines on Illnesses
- Fear Mongering of Physicians
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
15
21% of total
Number of Original tweets
2
2% of total
Number of tweets that were Quotes
10
14% of total
Number of tweets that were Replies
50
72% of total
Number of tweets that contain Hashtags
1
1% of total
Number of tweets that contain Mentions
69
100% of total
Devices Used to Tweet
Top 5 Devices
| Source | Count |
|---|---|
| Twitter Web App | 26 |
| Twitter for iPhone | 20 |
| Twitter for Android | 17 |
| Twitter for iPad | 5 |
| Hootsuite Inc. | 1 |
Device Distribution
Top 10 Accounts by Followers
| Username | Name | Bio | Followers count |
|---|---|---|---|
| VPrasadMDMPH | Vinay Prasad MD MPH | Professor @ucsf, Physician-Scientist, Writer; More at @vkprasadlab @plenary_session, YouTube, #vpzd podcast & @Sensible__Med; Views are mine | 258,510 |
| desimasi2 | 😷Desirèe Masi Jara | Mamà de ❄️ y 💓 Mèdica. Sanitarista.Senadora ANTIMAFIA #Vacunas#N95😷#Ventilación🖼💨#CovidNoAcabó👀BLOQUEO ⛔️hurreros de la MAFIA, negacionistas y bot | 69,478 |
| DrP_MD | Patrick Phillips MD | Small town doctor🩺 and lover of freedom 🇨🇦 | 53,469 |
| Golden_Pup | golden pup | Average dude. Husband. Dad to 3. Uneducated but somewhat numerate. Anti-lockdown, pro-bodily autonomy, pro-normalcy. | 39,509 |
| MDinCanada | ConcernedMD | - | 32,626 |
| KindrachukJason | Jason Kindrachuk, PhD | Assistant Professor|Canada Research Chair|@umanitoba @UM_RadyFHS|contributor @Forbes|#emergingviruses #COVID19 #Ebola #mpox| Same handle for other platforms | 22,514 |
| MarikaSboros | Marika Sboros - Journalist, editor, writer. | Fascinations: body-mind health, food as medicine, politics, religion, freedom. Passions: family, animals, Israel, Greece, Killer Sudoku. RTs ≠ endorsement | 16,677 |
| BasuAshis | Ashis Basu | Knowledge is Power. Share It. | 12,385 |
| machealthsci | McMaster Health Sciences | Official Twitter account of the Faculty of Health Sciences at McMaster University. | 12,200 |
| DrToddLee | Todd Lee | Clinician-scientist @mcgilluFellow of the Infectious Diseases Society of America. Co-inventor of https://t.co/WgP4GAWoCRImmortal-time Lord | 11,608 |
Top 10 Accounts by Friends
| Username | Name | Bio | Followers count |
|---|---|---|---|
| BasuAshis | Ashis Basu | Knowledge is Power. Share It. | 13,619 |
| KindrachukJason | Jason Kindrachuk, PhD | Assistant Professor|Canada Research Chair|@umanitoba @UM_RadyFHS|contributor @Forbes|#emergingviruses #COVID19 #Ebola #mpox| Same handle for other platforms | 7,337 |
| evolving_string | [email protected] | Western Pacific 🌏 3rd formal = they/them 🏳️🌈 2nd formal = you, 2nd singular = thou/thee, 2nd plural = yous 🦘 1st singular = Lowercase i for the dot ℹ️ | 5,002 |
| desimasi2 | 😷Desirèe Masi Jara | Mamà de ❄️ y 💓 Mèdica. Sanitarista.Senadora ANTIMAFIA #Vacunas#N95😷#Ventilación🖼💨#CovidNoAcabó👀BLOQUEO ⛔️hurreros de la MAFIA, negacionistas y bot | 4,282 |
| MarikaSboros | Marika Sboros - Journalist, editor, writer. | Fascinations: body-mind health, food as medicine, politics, religion, freedom. Passions: family, animals, Israel, Greece, Killer Sudoku. RTs ≠ endorsement | 3,946 |
| Tangul_Bei | Tangul Bei (cranky old man) | where ever you go, there you are. Cześć pamięci bohaterów. | 3,642 |
| forest10000 | canadiansumac | Politics and Media coverage if RT not necessarily endorsement but may just be a different or interesting viewpoint | 3,160 |
| prairiecentrist | John Mark Taylor | - | 2,831 |
| subsix848 | Rocky Mountain Optimist | Business owner and gas stove enthusiast | 2,616 |
| sugartymefarm | Sugarpie | Tired of Liberal incompetence. rural Ontario. no DM please looking for truth,not fake info | 2,579 |
Most Active Users
| Username | Bio | Number of tweets |
|---|---|---|
| Wontevertweet27 | Being wise isn't knowing everything. It's recognizing what we don't know, being curious enough to seek out new knowledge, then to assess it all without bias. | 7 |
| DrToddLee | Clinician-scientist @mcgilluFellow of the Infectious Diseases Society of America. Co-inventor of https://t.co/WgP4GAWoCRImmortal-time Lord | 3 |
| danylok | Retired DND Analyst | 2 |
| DrP_MD | Small town doctor🩺 and lover of freedom 🇨🇦 | 2 |
| JamesRMendham | - | 2 |
| freedumfghtr | Averse to antivaxx/antimask bs | 2 |
| GetHerHome | Frustrated and Canadian | 2 |
| prairiecentrist | - | 2 |
| forest10000 | Politics and Media coverage if RT not necessarily endorsement but may just be a different or interesting viewpoint | 1 |
| loafingcactus | Meet MaryKDR outside biopharma land. Auditory PD, Christian, artist, full time rv'er 2017, part time wheelchair user 2018, memoirist 2019, widow 2020. she/her | 1 |
Tweets Per Day
Top 10 Tweets by Retweets
| ID | Text | Retweet count |
|---|---|---|
| 1625178468966191104 | "COVID vaccines have over 6 months of safety review...Hepatitis B given to newborns had 5 days of safety monitoring after injection." How many doctors are told this? How many parents? … | 18 |
| 1626349916304941056 | @zchagla Maybe the real lesson here is that masks, lockdowns, school closures, and vax madness / mandates / passports were all useless and driven by hysteriahttps://t.co/qzjHmNGrD6 | 3 |
| 1625249516231225355 | @Wontevertweet27 @DrP_MD @kwadwo777 @TorontoIDDoc @zchagla @erdocAA @doc_turek @AaronSiriSG @drcole12 @naomirwolf Hep B - Package insert 14.1 - Efficacy in Neonates:"...Two infants became chronic carriers in the 12-month follow-up period after … | 2 |
| 1625220963892621313 | @Wontevertweet27 @kwadwo777 @TorontoIDDoc @zchagla @erdocAA @doc_turek @AaronSiriSG @drcole12 @naomirwolf Just checked the product insert there was no placebo arm to the study, crazy right?They definitely didn't teach this in med … | 1 |
| 1625250091266342912 | @zchagla Notice how they did not rule out extradimensional activity...speaks volumes! Lol | 0 |
| 1626345181317599232 | @zchagla Thanks Zain. I was always cautious to not get a cold if at all possible. Sad that we still have people masking though for something this mild for 99% … | 0 |
| 1626345084437274624 | @zchagla A lab contact of mine noted to me that of samples collected between Feb 1-7, just 37% were XBB.1.5.Growth of that variant, while steady, continues to come in well … | 0 |
| 1626255833372987392 | @zchagla Hard pass get back to me in 10 years when the safety data is in | 0 |
| 1626220811584675842 | @zchagla 😂 | 0 |
| 1626200385172930560 | @zchagla https://t.co/PTrYWFRULh | 0 |
Top 10 Tweets by Likes
| ID | Text | Like count |
|---|---|---|
| 1625178468966191104 | "COVID vaccines have over 6 months of safety review...Hepatitis B given to newborns had 5 days of safety monitoring after injection." How many doctors are told this? How many parents? … | 29 |
| 1626349916304941056 | @zchagla Maybe the real lesson here is that masks, lockdowns, school closures, and vax madness / mandates / passports were all useless and driven by hysteriahttps://t.co/qzjHmNGrD6 | 13 |
| 1626411129281863682 | @zchagla @BogochIsaac I particularly like how the lows trend upward over time. Boil that frog. | 11 |
| 1626345084437274624 | @zchagla A lab contact of mine noted to me that of samples collected between Feb 1-7, just 37% were XBB.1.5.Growth of that variant, while steady, continues to come in well … | 9 |
| 1626731501453705222 | @eemoin @zchagla ID - there can be only one https://t.co/3YYZDK2de3 | 7 |
| 1626456438187913217 | @meadoval4lyf @zchagla @BogochIsaac Yep, I've pointed out to DR B. at least twice that the LAST 2 WEEKS OF ADMISSIONS ARE GROSSLY UNDERCOUNTED BECAUSE OF THE DATA LAG AND IT'S … | 5 |
| 1626047861363478528 | @zchagla I have been part of the trial for 12 months. I don't know if I got the vaccine or the placebo. It is good to see the positive results. | 4 |
| 1626350199634378753 | @zchagla Who will tell Topol? | 4 |
| 1626364954419900416 | @zchagla https://t.co/rZsl0EoVty | 4 |
| 1626057916645281792 | @DukeofWaiheke @zchagla I've always been "thank you to study volunteers" being in the research biz but now that I am quite sick and with everything that has gone down the … | 4 |
Top Languages Used
Top 10 Hashtags
| Hashtag | Count |
|---|---|
| #mpox | 1 |
| #hamont | 1 |
Top 10 Mentions
| Mention | Count |
|---|---|
| @zchagla | 69 |
| @kwadwo777 | 15 |
| @torontoiddoc | 15 |
| @erdocaa | 14 |
| @doc_turek | 14 |
| @drp_md | 12 |
| @wontevertweet27 | 9 |
| @drcole12 | 8 |
| @bogochisaac | 7 |
| @aaronsirisg | 7 |
Wordcloud of Tweets
Emoji Analysis
Average emojis per tweet:
24
Emojis Used
| Emoji | Count | Emoji Text |
|---|---|---|
| 😳 | 3 | flushed_face |
| 🚨 | 2 | police_car_light |
| ‼️ | 2 | double_exclamation_mark |
| 🔔 | 2 | bell |
| 🧐 | 2 | face_with_monocle |
| 🍻 | 2 | clinking_beer_mugs |
| 😱 | 1 | face_screaming_in_fear |
| 😂 | 1 | face_with_tears_of_joy |
| 🙄 | 1 | face_with_rolling_eyes |
| 😕 | 1 | confused_face |
Emoji Groups
| Emoji Group | Count |
|---|---|
| Smileys & Emotion | 9 |
| Travel & Places | 2 |
| Symbols | 2 |
| Objects | 2 |
| Food & Drink | 2 |
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