MoriartyLab - Tweet Data Analysis
Tweets Analysis - Keyword: @MoriartyLab
Published March 9, 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
607
Average age of authors' accounts
9 years
Summarization
The tweets discuss topics related to Covid-19 analytical research and precautions, led by professors such as Tara Moriarity (@MoriartyLab), Eric Topol (@EricTopol), and Daniel Fisman (@DFisman). They discuss ways to respond to social invitations, how to measure risk of catching Covid, Covid surveillance for blood services, and the Wayback Archive for Nova Scotia. People are urged to keep masking and ignoring people who dismiss the impact of Covid.
Topic Modeling
- Censoring of Speech about COVID-19
- COVID Mitigation Measures
- Risk of Contracting COVID
- Impacts of COVID on Young People
- Fighting the Right Wing
Emotional Analysis
The emotions expressed in these tweets range from concern and anxiety to gratitude and admiration. People are worried about the spread of COVID-19, and are looking for ways to protect themselves and their loved ones. They are grateful for the work of experts like @MoriartyLab, who are providing invaluable data and resources to help people stay safe. People are also expressing frustration with those who are ignoring the risks of the virus and encouraging others to do the same.
Trend Analysis
- Censorship of COVID-19 discussion
- COVID-19 mortality, outbreaks and transmission
- COVID-19 risk assessment/mitigation/prevention
- COVID-19's health effects on vulnerable populations and students
- Physical, social and psychological impacts of COVID-19 on society
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
232
38% of total
Number of Original tweets
10
1% of total
Number of tweets that were Quotes
46
7% of total
Number of tweets that were Replies
354
58% of total
Number of tweets that contain Hashtags
29
4% of total
Number of tweets that contain Mentions
607
100% of total
Devices Used to Tweet
Top 5 Devices
| Source | Count |
|---|---|
| Twitter for iPhone | 220 |
| Twitter for Android | 174 |
| Twitter Web App | 169 |
| Twitter for iPad | 41 |
| Twitter for Mac | 2 |
Device Distribution
Top 10 Accounts by Followers
| Username | Name | Bio | Followers count |
|---|---|---|---|
| stphnmaher | Stephen Maher | Canadian journalist, novelist. Former canterman. Woke moralist. Mastodon handle: @StephenMaher@mas.to | 45,797 |
| NoLore | Nora Loreto | My beat is correct β Socialist β half of https://t.co/WQ63IzKiqL I write books and I know things. Chialeuse. https://t.co/2egL6O8q3V | 30,913 |
| DruhFarrell | Druh Farrell | Just me, trying to be a good ancestor. She/Her. Running for Alberta's NDP in Calgary-Bow. @druhfarrell@mstdn.ca https://t.co/8x4zfoPJOo | 18,635 |
| pmagn | Climate Watcher π₯ | #istayontheground #MEER or bustβ‘ Born @318ppm #ClimatEmergency #photography #pnw #xr | 17,810 |
| BarryHunt008 | Barry Hunt - #DavosSafe | Team Human. Life is short. Have fun & wear a respirator! Keep it #DavosSafe everyone! π | 16,534 |
| Saffiya_Khan1 | Gina | Against the mass infection and disabling of the population by SARS-CoV-2 | 14,347 |
| gryphonmom | Mona Davidson | Very Happily Single! No DMs H.S.Teacher. Love reading, horses, hanging w/friends, politics #Resist Union Proud!! πΊπ¦ ANTIFA | 14,298 |
| 2closetocall | Bryan Breguet | "It's not about numbers". Some say I'm the Gordon Ramsay of polling analysis. Opinions are my own because that's how opinions work. | 12,959 |
| MerlinofCanada | π»π¨π¦ Merlin π¨π¦ π»Wear an N95 #COVIDisAirborne | I am a Maritimer & Albertan but I am a Canadian First. I have worn an N95 since Feb 2020. I am at Mastodon @Merlin Spoutible @Merlin | 12,151 |
| mbalter | @mbalter β investigations and commentary | Journalist/journo prof. Former Paris corresp/Science. Contributor @Truthdig. See also: https://t.co/1EBthERMGS and https://t.co/Wq88zcBEj5. | 10,213 |
Top 10 Accounts by Friends
| Username | Name | Bio | Followers count |
|---|---|---|---|
| pmagn | Climate Watcher π₯ | #istayontheground #MEER or bustβ‘ Born @318ppm #ClimatEmergency #photography #pnw #xr | 19,598 |
| gryphonmom | Mona Davidson | Very Happily Single! No DMs H.S.Teacher. Love reading, horses, hanging w/friends, politics #Resist Union Proud!! πΊπ¦ ANTIFA | 14,177 |
| tg14926 | Mike | Truck driver. π« no lists please π«πΊπ¦ πΊπ¦ πΊπ¦ πΊπ¦ πΊπ¦ | 9,873 |
| barbetta1 | Barb β Antifascism ππ¨π¦ Independent Researcher | My 99-year-old Dad, a WW2 RCAF pilot and POW had warned about ALL of this! So I'd fought for women & minority rights since 1968 UWO alumna π¨π¦ #WomenAgainstUCP | 9,231 |
| MerlinofCanada | π»π¨π¦ Merlin π¨π¦ π»Wear an N95 #COVIDisAirborne | I am a Maritimer & Albertan but I am a Canadian First. I have worn an N95 since Feb 2020. I am at Mastodon @Merlin Spoutible @Merlin | 9,177 |
| Saffiya_Khan1 | Gina | Against the mass infection and disabling of the population by SARS-CoV-2 | 9,176 |
| DjMusgr | Donna Musgrove #BoycottFoxAdvertisers | Crazy Cat Lady? Resist! #TeamPelosii | 7,556 |
| mbalter | @mbalter β investigations and commentary | Journalist/journo prof. Former Paris corresp/Science. Contributor @Truthdig. See also: https://t.co/1EBthERMGS and https://t.co/Wq88zcBEj5. | 7,341 |
| marialavis | Maria | ecopoΓ« | it all boils down to home making in the end | 5,961 |
| dupuisj | John Dupuis | Scholarly Publishing Librarian. Engineering, CS, Earth & Space Science, ITEC Liaison, Steacie Library, York University. Opinions expressed here are mine alone. | 5,743 |
Most Active Users
| Username | Bio | Number of tweets |
|---|---|---|
| DjMusgr | Crazy Cat Lady? Resist! #TeamPelosii | 39 |
| WSJ108 | Wife, Mom, Nana | 24 |
| bethechange1682 | βbe the change you want to see in the worldβ mastodon @bethechange@mas.to Post @bethechange1682 | 21 |
| The_Brian_Life | Not the Messiah. VERY naughty boy. Publicly funded, quality, universal healthcare FOR ALL. Vanguard of the 'Public Health Left'. Plasterer. Painter. Carpentry. | 11 |
| marialavis | ecopoΓ« | it all boils down to home making in the end | 9 |
| haynes_karolyn | - | 8 |
| ElaineCarol3 | Benevolent drill sergeant at MISCELLANEOUS Productions, Artistic Director. Proud queer femme dyke. Candidate for Prime Minister of Canada! | 8 |
| mig30m6 | Retweets & Likes do not imply endorsement. msdogfood@hotmail.com π³οΈβπ π³οΈββ§οΈ π¨π¦π¬π§πΊπ³ ππ«π·π΄σ £σ ‘σ ±σ £σ ΏπͺπΊπ²πΆπ³π± | 8 |
| HollyMacRell | Opinionated and overeducated political animal of a totally different stripe. mstdn hollymacrell@zeroes.ca #LandBack #ONpoli #CDNPoli #Ontario ππ¨π¦ | 7 |
| StephCHB | - | 6 |
Tweets Per Day
Top 10 Tweets by Retweets
| ID | Text | Retweet count |
|---|---|---|
| 1624868821793218560 | NS is still rated severe by @MoriartyLab Canadian COVID Forecast. Maybe someone should tell the @nsgov and public health. https://t.co/WQ4Xdhnxgt | 17 |
| 1627410268631318528 | NS pals - please help out @MoriartyLab β€οΈ https://t.co/S7a0CKbnWF | 13 |
| 1625572313197338657 | @netgaines @MoriartyLab From 01/2020 to 05/2022: βWorkers in public transportation industries are at higher risk for #COVID_19 workplace outbreaks & mortality than the general worker population in California & should β¦ | 12 |
| 1625926911078830080 | @lisa_iannattone @TRyanGregory @CaulfieldTim @UbakaOgbogu @amandalhu @arijitchakrav @zalaly @VirusesImmunity @MoriartyLab @a_longhurst @dgurdasani1 @FourWinns298 @ChuckWurster @lisa_iannattone @yaneerbaryam @fitterhappierAJ @FurnessColin @jvipondmd @DFisman @EricTopol @DrEricDing | 9 |
| 1627692559483957255 | To learn more about the great things @MoriartyLab and @Wikisteff are doing when it comes to keeping Canadians informed on Covid-19, have a listen: https://t.co/SYAsLzELFI & https://t.co/b85cmRkW9l (2 parts) #WeNotMe β¦ | 5 |
| 1627817420282003456 | @j59841320 @MoriartyLab This is more about ***censoring speech*** about COVID-19 in the midst of its highest case count. I wonβt be going but am not sure how I should respond β¦ | 3 |
| 1627997803816402944 | Hi everyone - does anyone know a way of measuring your risk of catching COVID? For e.g., if youβre at a hockey arena, and the ventilation is x, and the β¦ | 3 |
| 1627827259523596288 | @ElaineCarol3 @j59841320 @MoriartyLab The safest approach to anyone who is not concerned about COVID is from a distance. With evidence mounting on the damage done by repeat infections, at some β¦ | 3 |
| 1624892641296121856 | @MoriartyLab Thanks for your phenomenal work, Tara: it helps in our COVID-19 safety planning for staff. Too bad all our government funders keep telling us that βwe are in *recovery*, β¦ | 2 |
| 1627311177066770432 | @MoriartyLab @jvipondmd @CDCgov And the CDC says people should "expect" to get Covid 3 times per year??? That seems patently unsustainable across society to me. But what do I know β¦ | 2 |
Top 10 Tweets by Likes
| ID | Text | Like count |
|---|---|---|
| 1625926911078830080 | @lisa_iannattone @TRyanGregory @CaulfieldTim @UbakaOgbogu @amandalhu @arijitchakrav @zalaly @VirusesImmunity @MoriartyLab @a_longhurst @dgurdasani1 @FourWinns298 @ChuckWurster @lisa_iannattone @yaneerbaryam @fitterhappierAJ @FurnessColin @jvipondmd @DFisman @EricTopol @DrEricDing | 68 |
| 1627817420282003456 | @j59841320 @MoriartyLab This is more about ***censoring speech*** about COVID-19 in the midst of its highest case count. I wonβt be going but am not sure how I should respond β¦ | 68 |
| 1627810997024198658 | @ElaineCarol3 Maybe tell them you understand, but how can you go out to dinner.? You have to take your mask off and one in 43 people in Canada is infected β¦ | 56 |
| 1624868821793218560 | NS is still rated severe by @MoriartyLab Canadian COVID Forecast. Maybe someone should tell the @nsgov and public health. https://t.co/WQ4Xdhnxgt | 53 |
| 1627818303426285568 | @ElaineCarol3 @j59841320 @MoriartyLab Ignore them. If they don't care about the topic, they sure wouldn't care if you became Covid+ after the dinner out. My reasoning for refusing to attend β¦ | 32 |
| 1625572313197338657 | @netgaines @MoriartyLab From 01/2020 to 05/2022: βWorkers in public transportation industries are at higher risk for #COVID_19 workplace outbreaks & mortality than the general worker population in California & should β¦ | 26 |
| 1627410268631318528 | NS pals - please help out @MoriartyLab β€οΈ https://t.co/S7a0CKbnWF | 25 |
| 1627693633817247745 | @MoriartyLab Thank-you so much for this important work. | 21 |
| 1624892641296121856 | @MoriartyLab Thanks for your phenomenal work, Tara: it helps in our COVID-19 safety planning for staff. Too bad all our government funders keep telling us that βwe are in *recovery*, β¦ | 18 |
| 1624892223958441985 | @MoriartyLab Many of these students are first year students, away from home, trying to navigate university life after a few years of disrupted high school and they are getting sick. β¦ | 18 |
Top Languages Used
Top 10 Hashtags
| Hashtag | Count |
|---|---|
| #covid19 | 7 |
| #covid_19 | 4 |
| #longcovid | 3 |
| #longcovidkids | 3 |
| #davossafe | 3 |
| #keeponmasking | 2 |
| #covid19inflation | 2 |
| #canpoli | 2 |
| #epidemiology | 2 |
| #maskup | 2 |
Top 10 Mentions
| Mention | Count |
|---|---|
| @moriartylab | 615 |
| @cihi_icis | 44 |
| @statcan_eng | 44 |
| @wikisteff | 32 |
| @covidimmunitytf | 32 |
| @govcanhealth | 32 |
| @cdcgov | 26 |
| @elainecarol3 | 20 |
| @j59841320 | 18 |
| @jvipondmd | 17 |
Wordcloud of Tweets
Emoji Analysis
Average emojis per tweet:
36
Emojis Used
| Emoji | Count | Emoji Text |
|---|---|---|
| π‘ | 89 | yellow_circle |
| π΅ | 32 | blue_circle |
| β€οΈ | 11 | red_heart |
| π· | 10 | face_with_medical_mask |
| 𧡠| 4 | thread |
| π | 4 | backhand_index_pointing_up |
| π | 4 | folded_hands |
| β¬οΈ | 3 | up_arrow |
| π― | 3 | hundred_points |
| π | 3 | disappointed_face |
Emoji Groups
| Emoji Group | Count |
|---|---|
| Symbols | 131 |
| Smileys & Emotion | 60 |
| People & Body | 21 |
| Activities | 4 |
| Objects | 3 |
| Flags | 2 |
| Travel & Places | 1 |
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