ASPRgov - Tweet Data Analysis
Tweets Analysis - Keyword: @ASPRgov
Published April 4, 2023
Overview
Tweets covering
8 days
Latest tweet was on
2023-03-31
Earliest tweet was on
2023-03-22
Total number of tweets analysed
77
Average age of authors' accounts
9 years
Summarization
Twitter users are advocating for the recovery and repurposing of unspent COVID-19 funds to launch Operation Warp Speed 2.0 for next-gen vaccines with broader and longer-lasting immunity, as well as improved vaccine platforms that can prepare for the next pandemic. They suggest that there are likely billions of unspent dollars that can be unobligated from incomplete contracts and re-obligated to new ones for OWS 2.0. Some users also call for attention and funding for long-term COVID-19 effects (LongCovid) and preparedness for future pandemics. ASPRgov is suggested to be the appropriate agency to manage OWS 2.0. The effectiveness of current vaccines is debated, with some suggesting that cell-mediated immune memory will likely last a lifetime, while others argue that vaccine effectiveness wanes and the virus mutates to escape immunity. Finally, there are announcements of virtual naloxone training by ASPRgov, and publications and resources from various healthcare organizations.
Topic Modeling
- Launch of Operation Warp Speed 2.0 for next generation vaccines with broader and long-lasting immunity
- Unspent COVID fund recovery and repurposing for OWS 2.0
- Long COVID and its treatment
- Future pandemic preparedness and development of next-gen vaccines, antivirals, manufacturing scale-up, etc.
- ASPRgov's role in pandemic response and national stockpile for preparedness
Emotional Analysis
The emotions expressed in these tweets are predominantly related to the COVID-19 pandemic and the need for continued efforts to combat it. There is a sense of urgency in many tweets, with several users advocating for the repurposing of unspent COVID-19 funding towards Operation Warp Speed 2.0 for next-gen vaccines and pandemic preparedness. Some users express frustration with the slow progress on addressing long-term effects of COVID-19, while others debate the effectiveness of current vaccines and the need for additional funding. There are also tweets highlighting positive news and efforts from organizations such as NCRP and ASPRgov.
Trend Analysis
- Operation Warp Speed 2.0 and repurposing unspent COVID funding
- Long-term effects of COVID, including Long COVID and immunocompromised individuals
- Criticism of government response and political issues surrounding funding
- Preparedness for future pandemics and development of next-gen vaccines and antivirals
- Coverage of events and publications from various organizations, including ASPRgov
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
21
27% of total
Number of Original tweets
9
11% of total
Number of tweets that were Quotes
11
14% of total
Number of tweets that were Replies
42
54% of total
Number of tweets that contain Hashtags
13
16% of total
Number of tweets that contain Mentions
77
100% of total
Devices Used to Tweet
Top 5 Devices
| Source | Count |
|---|---|
| Twitter for iPhone | 28 |
| Twitter Web App | 23 |
| Twitter for Android | 18 |
| IFTTT | 2 |
| Hootsuite Inc. | 2 |
Device Distribution
Top 10 Accounts by Followers
| Username | Name | Bio | Followers count |
|---|---|---|---|
| mcfrs | MontgomeryCo(MD)Fire | If you are reporting an emergency call 9-1-1. Page Policy: http://t.co/U1v0yzAsPQ | 44,519 |
| femaregion1 | FEMA Region 1 | FEMA Region 1 serves CT, ME, MA, NH, RI & VT and ten federally recognized tribal nations. For emergencies, call your local fire/EMS/police or 9-1-1. | 40,465 |
| RickABright | Rick Bright | Practical, Innovative, Hyper-focused on saving lives. Immunologist, Virologist, Pandemic Nemesis. Posts are mine. | 39,771 |
| alexmeshkin | Alex Meshkin, GED | CEO of @FlowHealthHQ Since you keep asking, yes, I am a high school dropout. *I don't proof read my tweets | 30,767 |
| dianaberrent | Diana (Berrent) Güthe | Warrior Queen. Covid Disrupter. Founder of @Survivor_Corps. 29th Greatest World Leader as per Fortune Magazine. Takes good selfies. Married to @NickGuthe. | 27,975 |
| globalcmrpt | Global Crisis Management Report | The Global Crisis Management Report shares news and resources on global crises. | 9,498 |
| Alexander_Tin | Alexander Tin | Reporting for @CBSNews in D.C. on federal responses to public health issues. Raised in sunny Nevada. Email [email protected], DM for Signal. | 8,117 |
| WillResistAdmin | Tenacious “T” #VoteBlueToEndTheViolence 🌻 | Always trying to fight for what's right...Mass Media Law & Ethics,Mom of 3 men, volunteer, & more...other page reserved for photography & design #UnitedWeStand | 6,656 |
| NickGuthe | Nick Güthe | Filmmaker, Father, #LongCovid #MentalHealth warrior. Hairless cat enthusiast. Married to @dianaberrent | 4,580 |
| FearlessFriends | Ana M. Fuentes | Renaissance Woman currently pursuing bioterrorists. Former Biotech Director, mAb program @ Goodwin Inst. for Cancer Research. Tweet/RT/Like≠endorsement. | 3,462 |
Top 10 Accounts by Friends
| Username | Name | Bio | Followers count |
|---|---|---|---|
| WillResistAdmin | Tenacious “T” #VoteBlueToEndTheViolence 🌻 | Always trying to fight for what's right...Mass Media Law & Ethics,Mom of 3 men, volunteer, & more...other page reserved for photography & design #UnitedWeStand | 7,133 |
| Alexander_Tin | Alexander Tin | Reporting for @CBSNews in D.C. on federal responses to public health issues. Raised in sunny Nevada. Email [email protected], DM for Signal. | 6,921 |
| ChuckLouisville | Charlie Parker | Angry & getting angrier Democrat | 4,458 |
| DRedecopp | Doug Redecopp | - | 4,417 |
| thartman2u | Teresa Hartman | Medical librarian, professor, sharing info. (#publichealth, #edtech, #IPE, #leadership). Tweets are my own. Follow, likes, & RT ≠ endorsement. | 4,169 |
| alexmeshkin | Alex Meshkin, GED | CEO of @FlowHealthHQ Since you keep asking, yes, I am a high school dropout. *I don't proof read my tweets | 3,936 |
| B1G_BAZ | Baz | “Those of us crazy enough to think we can change the world, are often the ones that do!” - Steve Jobs. | 3,411 |
| BradleySaull | Bradley Saull | Good gov’t advocate, previously @pscspeaks, former @dhsgov/@thejusticedept official, cyclist, @OhioState alum. Opinions are my own. | 3,239 |
| Maria_Dorfner | Maria Dorfner | Excellent Health Attempted Murder by Mandated Pfizer mRNA Bioweapon Lot#EW 0170 6/7/21 https://t.co/CNk4WbCRRh Email: [email protected] | 2,858 |
| Faisal_hashmii | Faisal Pasha | |Journalism graduate| |Social media activist for the rights of civil supremacy| |Human rights activist from EU| |$elf employed| [Rts are not endorsements] | 2,854 |
Most Active Users
| Username | Bio | Number of tweets |
|---|---|---|
| dianaberrent | Warrior Queen. Covid Disrupter. Founder of @Survivor_Corps. 29th Greatest World Leader as per Fortune Magazine. Takes good selfies. Married to @NickGuthe. | 4 |
| CraigGordon8 | - | 4 |
| TheNETEC | Improving special pathogen preparedness in the U.S. @EmoryUniversity / @unmc / @BellevueHosp. Retweets ≠ endorsement. #Ebola #Lassa #MERS #Marburg #CCHF #Nipah | 4 |
| RJ63649651 | The only way to end this 1984 dystopian ruse is by restoring the spirit of 1776's Utopian views. | 4 |
| Pisces092151 | I choose love, kindness and respect in a world full of hate and look for ways to be a force for good in everything I do. | 3 |
| NickGuthe | Filmmaker, Father, #LongCovid #MentalHealth warrior. Hairless cat enthusiast. Married to @dianaberrent | 3 |
| ZiadKazzi | Emergency Medicine and Medical Toxicologist at Emory U, AUB and Georgia Poison Center- President MENATOX and Board Member ACMT and MTF | 3 |
| RickABright | Practical, Innovative, Hyper-focused on saving lives. Immunologist, Virologist, Pandemic Nemesis. Posts are mine. | 3 |
| thartman2u | Medical librarian, professor, sharing info. (#publichealth, #edtech, #IPE, #leadership). Tweets are my own. Follow, likes, & RT ≠ endorsement. | 2 |
| selise | #COVIDisAirborne #vaxANDmaskANDtest @[email protected] swiss cheese model via https://t.co/7P1CzEZCju… | 2 |
Tweets Per Day
Top 10 Tweets by Retweets
| ID | Text | Retweet count |
|---|---|---|
| 1639704901893730305 | Before @WHCOVIDResponse is dismantled, important to recover/repurpose unspent #COVID $ to launch Operation Warp Speed 2.0: next gen vaccines w/ broader/long lasting immunity. Improved vaccine platforms prepare us for the … | 85 |
| 1639711205634842624 | @RickABright @WHCOVIDResponse @WHOSTP @ASPRgov @BARDA @HHSGov @ashishkjha We need an Operation Warp Speed 2.0 for #LongCovid. Instead we have the slow moving money pit aka NIH RECOVER. | 5 |
| 1638714742364852226 | @NCDMPH 2022 Annual Report https://t.co/qyHonH6Bgf @NACCHOalerts @ASTHO @CDCgov @CDCemergency @ASPRgov @CIDRAP @iaem @syramadad @TheNETEC @thartman2u @kellymnyc @WCraigFugate @iarccorg @IAEM_Health @NEMA_web @Neptanow @iaematfsu @HazCenter https://t.co/O7MUKTgEjq | 3 |
| 1639712272812584960 | @RickABright @WHCOVIDResponse @WHOSTP @ASPRgov @BARDA @HHSGov @ashishkjha I worked closely w/ OWS at the start of the pandemic when I helped launch the movement to collect convalescent plasma. We got … | 3 |
| 1638948251771478022 | I always enjoy discussing the importance of preparedness and @ASPRgov’s public health priorities! With our recent reorg, PAHPA reauthorization, and @POTUS’ FY24 budget, we are doing all we can to … | 3 |
| 1639708803410059265 | @alexmeshkin @WHCOVIDResponse @WHOSTP @ASPRgov @BARDA @HHSGov @ashishkjha Don’t think congress needs to provide more funding for this yet. From my experience in @BARDA, there are likely billions of $$ unspent … | 3 |
| 1639712869062266882 | @RickABright @WHCOVIDResponse @WHOSTP @ASPRgov @BARDA @HHSGov @ashishkjha Proof that where there is urgency progress can be made at literal warp speed. Ex: the future of #LongCovid will be rooted in … | 3 |
| 1641096372572106753 | Join our Region 1 team for a virtual Naloxone training for first responders and emergency managers. Kelly Valente of @ASPRgov will cover how to know when an overdose is occurring, … | 2 |
| 1639688513313439744 | @MENATOX @eapcct @EmoryEM @SAEMonline @IPRCEmory @PoisonCenterGA @PoisonCenters @AACTinfo @asiatox @SOToxicology @ASPRgov @AUBMCED https://t.co/VYwige9mI9 | 1 |
| 1641843500097339400 | Happy Friday! This week we have lots of new publications, events, resources and more from @CSISHealth, @Livermore_Lab, @ASPRgov, @BulletinAtomic, @StimsonCenter, @s_costanzi + @gregkoblentz and many more: https://t.co/7cKCWu5l38 https://t.co/zy836WtFgN | 1 |
Top 10 Tweets by Likes
| ID | Text | Like count |
|---|---|---|
| 1639704901893730305 | Before @WHCOVIDResponse is dismantled, important to recover/repurpose unspent #COVID $ to launch Operation Warp Speed 2.0: next gen vaccines w/ broader/long lasting immunity. Improved vaccine platforms prepare us for the … | 298 |
| 1639708803410059265 | @alexmeshkin @WHCOVIDResponse @WHOSTP @ASPRgov @BARDA @HHSGov @ashishkjha Don’t think congress needs to provide more funding for this yet. From my experience in @BARDA, there are likely billions of $$ unspent … | 19 |
| 1639711205634842624 | @RickABright @WHCOVIDResponse @WHOSTP @ASPRgov @BARDA @HHSGov @ashishkjha We need an Operation Warp Speed 2.0 for #LongCovid. Instead we have the slow moving money pit aka NIH RECOVER. | 13 |
| 1639712869062266882 | @RickABright @WHCOVIDResponse @WHOSTP @ASPRgov @BARDA @HHSGov @ashishkjha Proof that where there is urgency progress can be made at literal warp speed. Ex: the future of #LongCovid will be rooted in … | 12 |
| 1639714039336144897 | @RickABright @WHCOVIDResponse @WHOSTP @ASPRgov @BARDA @HHSGov @ashishkjha No. We’re not going to achieve sterilizing immunity. Our current vaccines prevent severe disease and nearly everyone has been infected. Cell mediated immune … | 7 |
| 1639712272812584960 | @RickABright @WHCOVIDResponse @WHOSTP @ASPRgov @BARDA @HHSGov @ashishkjha I worked closely w/ OWS at the start of the pandemic when I helped launch the movement to collect convalescent plasma. We got … | 6 |
| 1639706060595380227 | @RickABright @WHCOVIDResponse @WHOSTP @ASPRgov @BARDA @HHSGov @ashishkjha Never going to happen. This was the basis for the Senate GOP objections to more funding in early 2021. If there was wide … | 6 |
| 1640461651177603074 | What an inspiring career of Dr Martha Linet presenting the Taylor Keynote @NCRP_USA #NCRP2023 @acmtmedtox @EmoryEM @iaeaorg @CDCgov @NIH @ASPRgov @MENATOX @eapcct https://t.co/QXXYWjOsSu | 5 |
| 1639725671437189120 | @RickABright @WHCOVIDResponse @WHOSTP @ASPRgov @BARDA @HHSGov @ashishkjha And also address the unspent #LongCovid money. There is no excuse for the long inaction. | 5 |
| 1639953867805978630 | @RickABright @WHCOVIDResponse @WHOSTP @ASPRgov @BARDA @HHSGov @ashishkjha I agree there are billions left over that could be spent on EID, future pandemic preparedness, development of next gen vaccines, antivirals, manufacturing … | 5 |
Top Languages Used
Top 10 Hashtags
| Hashtag | Count |
|---|---|
| #longcovid | 6 |
| #covid | 2 |
| #nationaldoctorsday | 1 |
| #ncrp2023 | 1 |
| #ichoosecovaxin | 1 |
| #incovacc | 1 |
| #ocugen | 1 |
| #bharatbiotech | 1 |
| #irefusemrna | 1 |
| #covaxin | 1 |
Top 10 Mentions
| Mention | Count |
|---|---|
| @asprgov | 79 |
| @hhsgov | 39 |
| @whcovidresponse | 38 |
| @barda | 37 |
| @whostp | 35 |
| @ashishkjha | 35 |
| @rickabright | 32 |
| @cdcgov | 9 |
| @nacchoalerts | 6 |
| @nychealthsystem | 6 |
Wordcloud of Tweets
Emoji Analysis
Average emojis per tweet:
11
Emojis Used
| Emoji | Count | Emoji Text |
|---|---|---|
| 💙 | 3 | blue_heart |
| 🙄 | 3 | face_with_rolling_eyes |
| 👏🏼 | 2 | clapping_hands_medium-light_skin_tone |
| 💯 | 1 | hundred_points |
Emoji Groups
| Emoji Group | Count |
|---|---|
| Smileys & Emotion | 7 |
| People & Body | 2 |
Need Custom Twitter Data Analysis?
Get detailed insights on any keyword, hashtag, or account with twtData.
Get Started