CIDRAP - Tweet Data Analysis
Tweets Analysis - Keyword: @CIDRAP
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
373
Average age of authors' accounts
10 years
Summarization
Two prospective studies on long COVID found 59% had organ impairment at 1 year and 1/3rd of patients had persistent interstitial lung abnormalities at 2 years. CIDRAP shared responses regarding asthmatics' response, a group of 'Flublogia' social media accounts, long-term damage of COVID-19, WHO being called out, mistakes related to scientific communication, risks of death from the COVID-19 virus, and behaviors to limit risk attributed to it. Additionally, CIDRAP discussed H5N1 avian influenza and a commentary discussing airborne spread of the COVID-19 virus.
Topic Modeling
- COVID-19 and its long-term effects
- Social media accounts following avian flu
- The need for scientists to be part of public scientific conversation
- Public health preparedness
- Precautions to take for COVID-19
Emotional Analysis
The emotions expressed in these tweets are a mix of frustration, disbelief, and concern. Many of the tweets refer to the long-term health impacts of COVID-19, such as organ impairment and lung abnormalities, which evoke feelings of fear and anxiety. Other tweets reference the lack of response from the World Health Organization, leading to feelings of frustration and anger. There is also a sense of hope, as the tweets discuss the potential for vaccines and other measures to help combat the virus. Finally, there is admiration for the work of researchers and scientists, such as @CIDRAP and @mtosterholm, who are working to find solutions to the pandemic.
Trend Analysis
- Long Covid
- Asthma
- Avian Flu
- Public Health
- COVID-19 Impacts
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
135
36% of total
Number of Original tweets
49
13% of total
Number of tweets that were Quotes
33
8% of total
Number of tweets that were Replies
173
46% of total
Number of tweets that contain Hashtags
127
34% of total
Number of tweets that contain Mentions
373
100% of total
Devices Used to Tweet
Top 5 Devices
| Source | Count |
|---|---|
| Twitter Web App | 148 |
| Twitter for iPhone | 102 |
| Twitter for Android | 89 |
| Twitter for iPad | 11 |
| Hootsuite Inc. | 11 |
Device Distribution
Top 10 Accounts by Followers
| Username | Name | Bio | Followers count |
|---|---|---|---|
| EricTopol | Eric Topol | physician-scientist, author, editor https://t.co/vwstu2BYrC Ground Truths: https://t.co/YhatcCa3jA | 684,808 |
| CSIS | CSIS | A bipartisan institution, CSIS is the top national security think tank in the world. Follows ≠ endorsements. Subscribe to The Evening: https://t.co/PMJhV4B6cn | 389,712 |
| AliRaja_MD | Ali S. Raja, MD | Emergency Physician, Professor @Harvard, Deputy Chair @MassGeneralEM, Veteran USAF/#CCATT, Boards @BostonMedFlight @SAEMOnline @ACHEofMA @SpauldingRehab | 151,338 |
| LizSzabo | Liz Szabo | Senior correspondent at Kaiser Health News. I normally cover the quality of medical care for seniors. Now, I cover COVID-19. She/Her RTs aren't endorsements. | 70,281 |
| DrMarcSiegel | Marc Siegel MD | Professor Medicine @nyulangone, nothing opinion of employer, Medical Director NYUDoctorRadio @SiriusXm https://t.co/lxpc32hlz3 @foxnews contributor | 38,666 |
| CIDRAP | CIDRAP | the Center for Infectious Disease Research and Policy at the University of Minnesota | 36,539 |
| equitylist | Equity & Health | Public Health, Equity and Human Development, Social Determinants of Health news selected by Ruggiero Lucia | 30,834 |
| kevinfolta | Kevin Folta | Professor, scientist, fruit grower, good trouble, sustainable food /farm tech. Fighting disinformation. Talking Biotech host https://t.co/537pTtVsOy | 28,524 |
| FluTrackers | FluTrackers.com | Est. 2006- We are a 501(c)(3)non profit charity of volunteers from many countries who document disease & human rights. Following does not imply endorsement. | 25,202 |
| 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 | 21,042 |
Top 10 Accounts by Friends
| Username | Name | Bio | Followers count |
|---|---|---|---|
| LizSzabo | Liz Szabo | Senior correspondent at Kaiser Health News. I normally cover the quality of medical care for seniors. Now, I cover COVID-19. She/Her RTs aren't endorsements. | 40,777 |
| 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 | 20,871 |
| Charles83230639 | 💛 Katie’s Voice 😷🐟 | My name is Katie Persinger. I was a UK Care Manager who died from Covid-19. - "HEAR MY VOICE!" #KatiePersinger #CovidIsNotOver #CovidInquiryNow DMs=Blocked 🚫 | 15,319 |
| MaryMary0414 | mary🪬💙🌊🇺🇸♥️🇺🇦🌻🪬 | INFJ, Astros, 🐶🐱lover, 🌈Ally, #TheResistance, Democrat, #Biden2024 🇺🇦🌻 Speech is free but you have to pay for your lies-K. Farrar 🪬 🕉️ 🚫DM | 8,250 |
| SardoHorn | Chris 🇺🇦 @sardohorn@mastodonapp.uk | #FBPE #BLM #WearAMask #SafeEdForAll #CovidIsNotOver #GTTO #ClimateCatastrope 💙 💉💉💉💉💉 Maths teacher on sabbatical Brexit refugee with CV wife/CEV daughter | 8,030 |
| mycatslovemetoo | Evelyn 🇺🇸🏳️🌈🇺🇦💔💙😷 | I’m a blue dot in a sea of red, #wtpBlue, #BLM, #Resist, #Prochoice, #Antifa, #LGBTQIA+, #IStandwithUkraine, DMs=Block @mycatslovemetoo@mastodon.world & on Post | 6,966 |
| DailyJLee | Justin Lee | Scientist, Atheist, Poet, Philosopher, Creative, Skeptic, Mortal, Genius, Multicultural, Bicoastal, Superstar, Altruist, Vampire, Dragon | 6,806 |
| Callanite | Bacon & Zombies 🇬🇧🇺🇲🇨🇦 | *masked up forever* *bi-polar af* *ni dieu, ni maître* *Dr; not MD* *US Capitol Switchboard (202) 224-3121* *@Calli on Spoutible* | 6,300 |
| ericlo | H. Eric Loewe | Grassroots supporter of high potential leaders. https://t.co/G04AYZS8Yq: Ericlo | 6,021 |
| RevivalCare | revival.care | Commentary skews Canadian. 🇨🇦 Commentary skewers irrationality. Find or recommend a Covid safe dentist. https://t.co/HqiABgQKOg | 5,682 |
Most Active Users
| Username | Bio | Number of tweets |
|---|---|---|
| IndySpiritus | Author of the first general articles on macrobiotic elderhood. Now: Lessons From Fukushima (Macrobiotics Today magazine). | 36 |
| PsychRNMK | Trauma-informed licensed Public Health/Mental Health RN, State of California since 1985. Expertise in inpatient psychiatry, outpatient community mental health. | 11 |
| jlerollblues | father, retired scientist PhD, Covid modeler , liberal, deist, political junkie, artist, history buff, deadhead #NoRA #union #IChooseScience #Resistance | 10 |
| cetkat | - | 9 |
| LizSzabo | Senior correspondent at Kaiser Health News. I normally cover the quality of medical care for seniors. Now, I cover COVID-19. She/Her RTs aren't endorsements. | 8 |
| CIDRAP | the Center for Infectious Disease Research and Policy at the University of Minnesota | 7 |
| MarciaMoxie | Retired medical transcriptionist. Interested in diseases with pandemic potential, prion diseases, bacteriophages, nutrition, food safety, preparedness. | 6 |
| KochsPetra | - | 5 |
| UEL_MN | University Enterprise Labs supports #startups and early-stage ventures in #lifesciences and #healthcare - connected to a growing #entrepreneurship #ecosystem | 5 |
| chrishendel | Adj Research Instr of Med, @KeckMedUSC; COVID research & projects, @ProPublica; fmr chief med researcher @ConsumerReports 1989-2018; also @chrishendel elsewhere | 5 |
Tweets Per Day
Top 10 Tweets by Retweets
| ID | Text | Retweet count |
|---|---|---|
| 1626260904630456330 | Two new prospective studies of #LongCovid --59% organ impairment at 1 year https://t.co/v1YXyYMITb -->1/3rd had persistent interstitial lung abnormalities at 2 years by chest CT https://t.co/EIdKItt4Mt summarized @CIDRAP https://t.co/AFL0g3FlSy https://t.co/fw7FFN61yR | 187 |
| 1624173052857577480 | COVID deaths 5-fold lower after bivalent vs monovalent booster by @BeusekomMary @CIDRAP https://t.co/DkeSRgzpfH | 13 |
| 1625984114363887618 | COVID's aftermath: Persistent organ damage at 1 year, lung abnormalities at 2 by @BeusekomMary @CIDRAP https://t.co/Ua7nsL5v1S #LongCovid #COVID19 #COVID19LongTerm | 13 |
| 1625209582862667786 | CDC: Risk of #COVID19 death drops significantly after getting a new bivalent vaccine booster, especially for older people. Via @CIDRAP: https://t.co/wcKlr6qPo5 | 13 |
| 1623705857287487490 | “Most of the world is over this pandemic, even though the virus is not done with us yet. If you say it’s no longer an emergency, most people are going … | 9 |
| 1625956020584607747 | @CIDRAP -- In Bolivia, large-scale outbreak of dengue fever: https://t.co/b7kIy3369z | 8 |
| 1624143678284435459 | While @mtosterholm does not want to return to universal masking or isolation, he does urge cautious action: better education about masking & Paxlovid; rapid tests before visiting elderly people & … | 7 |
| 1623867482569076740 | "Flublogia" : A group of social media accounts following avian flu since 2005 & 2006: @Crof @Fla_Medic @CIDRAP @FluTrackers | 7 |
| 1625872972748664833 | @CIDRAP: COVID antivirals not tied to rebound or worse outcomes | CIDRAP https://t.co/sr4OwRpMZV | 7 |
| 1623350305818611713 | Join me and two of our excellent Epidemiology doctoral students, @izzy_ricke & Inari Mohammed, as we interview @PublicHealthUMN and @CIDRAP 's Dr. @mtosterholm on the status of the pandemic, the … | 7 |
Top 10 Tweets by Likes
| ID | Text | Like count |
|---|---|---|
| 1626260904630456330 | Two new prospective studies of #LongCovid --59% organ impairment at 1 year https://t.co/v1YXyYMITb -->1/3rd had persistent interstitial lung abnormalities at 2 years by chest CT https://t.co/EIdKItt4Mt summarized @CIDRAP https://t.co/AFL0g3FlSy https://t.co/fw7FFN61yR | 325 |
| 1625957481573744645 | @CIDRAP Every asthmatic is effectively sighing and saying, “Told you so.” | 50 |
| 1623867482569076740 | "Flublogia" : A group of social media accounts following avian flu since 2005 & 2006: @Crof @Fla_Medic @CIDRAP @FluTrackers | 30 |
| 1625996333013250048 | @CIDRAP Aye aren’t you the folks c/o Osterholm who recently said your GOAL was for everyone to have it twice a year? Yes. Yes you are. | 22 |
| 1625984114363887618 | COVID's aftermath: Persistent organ damage at 1 year, lung abnormalities at 2 by @BeusekomMary @CIDRAP https://t.co/Ua7nsL5v1S #LongCovid #COVID19 #COVID19LongTerm | 21 |
| 1624769803821916162 | March 2020. I was having none of it then. I'm having none of it now. Neither it seems are concerned scientists the world over. WHO has been called out, complete … | 21 |
| 1623366077810937868 | Fun to be at the Univ of Minnesota! Today at 3:30 we'll talk about how scientists need to be part of the public scientific conversation- but do it right! From … | 21 |
| 1623705857287487490 | “Most of the world is over this pandemic, even though the virus is not done with us yet. If you say it’s no longer an emergency, most people are going … | 19 |
| 1626025985459224576 | @CIDRAP Will you be recanting your sanguine hope that people get 1-2 infections/ year? At a rate if 20% give or take long Covid per infection, that seems a grisly … | 18 |
| 1624173052857577480 | COVID deaths 5-fold lower after bivalent vs monovalent booster by @BeusekomMary @CIDRAP https://t.co/DkeSRgzpfH | 17 |
Top Languages Used
Top 10 Hashtags
| Hashtag | Count |
|---|---|
| #covid19 | 38 |
| #h5n1 | 17 |
| #longcovid | 15 |
| #covid | 9 |
| #amr | 8 |
| #flu | 6 |
| #antibioticstewardship | 5 |
| #omicron | 5 |
| #paxlovid | 5 |
| #avianflu | 4 |
Top 10 Mentions
| Mention | Count |
|---|---|
| @cidrap | 373 |
| @mtosterholm | 64 |
| @cdcgov | 19 |
| @erictopol | 19 |
| @peterhotez | 16 |
| @drericding | 16 |
| @publichealthumn | 12 |
| @mattmcneilshow | 12 |
| @thom_hartmann | 12 |
| @beusekommary | 12 |
Wordcloud of Tweets
Emoji Analysis
Average emojis per tweet:
8
Emojis Used
| Emoji | Count | Emoji Text |
|---|---|---|
| 👏 | 6 | clapping_hands |
| 🧵 | 3 | thread |
| 👇 | 3 | backhand_index_pointing_down |
| 👆 | 3 | backhand_index_pointing_up |
| 🦠 | 2 | microbe |
| 🚨 | 2 | police_car_light |
| 🇺🇾 | 2 | Uruguay |
| 🇦🇷 | 2 | Argentina |
| 🩺 | 1 | stethoscope |
| 💉 | 1 | syringe |
Emoji Groups
| Emoji Group | Count |
|---|---|
| People & Body | 12 |
| Animals & Nature | 5 |
| Smileys & Emotion | 4 |
| Flags | 4 |
| Objects | 3 |
| Activities | 3 |
| Travel & Places | 2 |
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