Tweets Analysis - Keyword: @GISAID
Overview
Total number of tweets analysed
9
Earliest tweet was on
2023-02-14
Latest tweet was on
2023-02-22
Tweets covering
7 days
Average age of authors' accounts
9 years
Summarization
#Collection24 is an initiative to track several lineages of SARSCoV2 via Autolin, GISAID, GenSpectrum, and other sources. Through this initiative, the prevalence of recombinable XBB variants has been observed and a few new variants have been designated in Mazatlán and Sinaloa, Mexico. There have been 76 mutations shared among 6 high-quality sequences, mainly located in ORF1ab, Nsp3, and Nsp4. Furthermore, the initiative has enabled to collect sequence data on COVID19 cases in New Zealand which is currently in a queue and waiting to be uploaded to GISAID. Lastly, the initiative has enabled to track regional trends of Omicron variantsublineages in sequences collected from January 17 to February 14.
Topic Modeling
- Data Analysis & Topic modeling Technologies
- Variants, Sequences & Mutations
- New Zealand & COVID-19
- SARSCoV-2 prevalence
- Deer & Mink Variants
Emotional Analysis
The emotions expressed in these tweets range from excitement to cautious optimism. There is enthusiasm over the new data being collected and shared via GISAID, and relief that the picture of the virus is becoming clearer. There is also a sense of anticipation as people wait for updates and data to be submitted. At the same time, there is concern over the potential spread of new variants, as well as frustration over the lack of information available.
Trend Analysis
- Variations in SARS-CoV-2 lineages
- Update of tools for current COVID-19 outbreak
- ORF1ab Mutations and structural protein in humans, deer and mink
- Open-source collection of SARS-CoV-2 sequence data
- Regional trends of Omicron variant sub-lineages
Types of Tweets
Number of Retweets
2
Percentage of total tweets
22%
Number of Original tweets
3
Percentage of total tweets
33%
Number of tweets that contain Mentions
9
Percentage of total tweets
100%
Number of tweets that were Replies
4
Percentage of total tweets
44%
Number of tweets that were Quotes
0
Percentage of total tweets
0%
Number of tweets that contain Hashtags
6
Percentage of total tweets
66%
Top 5 devices used to tweet
Source | Count |
---|---|
Twitter Web App | 6 |
Twitter for iPhone | 2 |
Twitter for iPad | 1 |
What devices were used to tweet

Top 10 accounts with highest followers count
Username | Name | Bio | Followers count |
---|---|---|---|
wanderer_jasnah | Jasnah Kholin - 8964 - ACAB - 💉💉💉💉 | HKer. RNA Virologist working on nidovirus/immune system interactions. Insomniac. Life before death. Journey before destination. 一个健康的社會不該只有一種聲音. 解散警隊. ★ she/佢 ★ | 9,298 |
siamosolocani | Federico Gueli | Taking care of #dogswhile seeking variants (thx2 @corneliusroemer) and trying to keep #Collection24 updatedThey said about me: https://t.co/rnifp40v6B… | 2,595 |
mdperry | Marc Perry @mdperry@mstdn.science | Geneticist turned Bioinformatician; Big Data Wrangler; Textbook Author; ICYMI: Views are my own RT are not endorsements | 1,216 |
bettycjung | Betty C. Jung | Betty C. Jung MPH RN MCHES® Adjunct lecturer, Public Health; PHENOM Director; Webmaster #PublicHealth #Health #Science #Technology #Culture #COVID19 | 1,143 |
RhysTWhite | Rhys White 🧬 | Scientist @ESRNewZealand, using #genomics to understand #evolution, diversity, & pathogenesis. Born in🏴 Trained in🇦🇺 Migrated to🇳🇿 Dog dad🐶 | 927 |
brunogomezgil | Bruno Gómez-Gil | Microbiólogo & bioinformático 🧫🔬🧬🖥 Consorcio Mexicano de Vigilancia Genómica 🦠Opinions are only mine, retweets are not endorsements. 🇺🇦 | 891 |
jurreysi | Jurre Y Siegers, PhD | Emerging zoonotic (respiratory) viruses in birds, bats and pigs. Surveillance, (meta)genomics, pathogenesis, virus ecology, evolution. Opinions are my own. | 477 |
notoriousFIL | notoriousFIL | 🎤one two one two🗡️ | 381 |
pashonsito | Pachón 🦁 | - | 72 |
Top 10 accounts with highest friends count
Username | Name | Bio | Followers count |
---|---|---|---|
mdperry | Marc Perry @mdperry@mstdn.science | Geneticist turned Bioinformatician; Big Data Wrangler; Textbook Author; ICYMI: Views are my own RT are not endorsements | 4,460 |
wanderer_jasnah | Jasnah Kholin - 8964 - ACAB - 💉💉💉💉 | HKer. RNA Virologist working on nidovirus/immune system interactions. Insomniac. Life before death. Journey before destination. 一个健康的社會不該只有一種聲音. 解散警隊. ★ she/佢 ★ | 1,011 |
siamosolocani | Federico Gueli | Taking care of #dogswhile seeking variants (thx2 @corneliusroemer) and trying to keep #Collection24 updatedThey said about me: https://t.co/rnifp40v6B… | 634 |
pashonsito | Pachón 🦁 | - | 591 |
brunogomezgil | Bruno Gómez-Gil | Microbiólogo & bioinformático 🧫🔬🧬🖥 Consorcio Mexicano de Vigilancia Genómica 🦠Opinions are only mine, retweets are not endorsements. 🇺🇦 | 385 |
jurreysi | Jurre Y Siegers, PhD | Emerging zoonotic (respiratory) viruses in birds, bats and pigs. Surveillance, (meta)genomics, pathogenesis, virus ecology, evolution. Opinions are my own. | 308 |
RhysTWhite | Rhys White 🧬 | Scientist @ESRNewZealand, using #genomics to understand #evolution, diversity, & pathogenesis. Born in🏴 Trained in🇦🇺 Migrated to🇳🇿 Dog dad🐶 | 248 |
bettycjung | Betty C. Jung | Betty C. Jung MPH RN MCHES® Adjunct lecturer, Public Health; PHENOM Director; Webmaster #PublicHealth #Health #Science #Technology #Culture #COVID19 | 198 |
notoriousFIL | notoriousFIL | 🎤one two one two🗡️ | 158 |
Most active users
Username | Bio | Number of tweets |
---|---|---|
RhysTWhite | Scientist @ESRNewZealand, using #genomics to understand #evolution, diversity, & pathogenesis. Born in🏴 Trained in🇦🇺 Migrated to🇳🇿 Dog dad🐶 | 1 |
bettycjung | Betty C. Jung MPH RN MCHES® Adjunct lecturer, Public Health; PHENOM Director; Webmaster #PublicHealth #Health #Science #Technology #Culture #COVID19 | 1 |
brunogomezgil | Microbiólogo & bioinformático 🧫🔬🧬🖥 Consorcio Mexicano de Vigilancia Genómica 🦠Opinions are only mine, retweets are not endorsements. 🇺🇦 | 1 |
jurreysi | Emerging zoonotic (respiratory) viruses in birds, bats and pigs. Surveillance, (meta)genomics, pathogenesis, virus ecology, evolution. Opinions are my own. | 1 |
mdperry | Geneticist turned Bioinformatician; Big Data Wrangler; Textbook Author; ICYMI: Views are my own RT are not endorsements | 1 |
notoriousFIL | 🎤one two one two🗡️ | 1 |
pashonsito | - | 1 |
siamosolocani | Taking care of #dogswhile seeking variants (thx2 @corneliusroemer) and trying to keep #Collection24 updatedThey said about me: https://t.co/rnifp40v6B… | 1 |
wanderer_jasnah | HKer. RNA Virologist working on nidovirus/immune system interactions. Insomniac. Life before death. Journey before destination. 一个健康的社會不該只有一種聲音. 解散警隊. ★ she/佢 ★ | 1 |
Tweets per day

Top 10 tweets with highest Retweet count
ID | Text | Retweet count |
---|---|---|
1627681901866815488 | Aunque pocas (10) tenemos nuevas variantes de #SARSCoV2 en #Mazatlán y como era esperado, las recombinantes XBB empiezan ya a subir en prevalencia. Aún no detectamos en MZT la XBB.1.5 pero si hay un registro en Sinaloa.Datos @GISAID secuenciados en @GenomicaMicrob @CoViGenMex https://t.co/fsqbDWyrEP | 7 |
1627649247863574528 | #collection24 is now maintained by @wolfeagle1989 Many lineages have been designated by @CorneliusRoemer and for the very first time some via Autolin (cfr: https://t.co/t7WZ2p8mOX) New data in from @GISAID via @GenSpectrum Pic is now clear (Wolrd past2m vs S:F486P) https://t.co/8mUF4F6z3r | 6 |
1626762506608988162 | @AntoBeck @AucklandUni @MasseyUni @Joepdl @Jemma_Geoghegan @hamesjadfield @TheAtavism @otago @phydyn @kiwijo1 @SzlJef Hi @AntoBeck. Thank you for your interest in staying informed about the latest updates. We have collected the latest sequence data on #COVID19 cases in New Zealand & it is currently in a queue, waiting to be submitted to @GISAID | 0 |
1626611724248817664 | @wanderer_jasnah @lnkldt @AliceCHughes @PhilippMarkolin @Ayjchan @GISAID Best of luck to you out there:"Of the 76 mutations shared among the 6 high-quality B.1.641 sequences, 51 are in ORF1ab (with 11 and 9 each in Nsp3 and Nsp4, respectively) and 9 are in the spike (S) gene." | 0 |
1626611226162745345 | @notoriousFIL @lnkldt @AliceCHughes @PhilippMarkolin @Ayjchan the fuck are you talking about that we didn't see that in humans? bro do you even @GISAID? also you don't see much in the way of orf1ab mutations in deer or mink either -- it's mainly structural & accessory proteins where you see it. | 0 |
1625661414487605248 | Regional trends of #Omicronvariantsublineages in sequences collected from 2023-01-17 to 2023-02-14 @GISAID https://t.co/NyWdFoJrOw | 0 |
1625382601321242625 | @MarionKoopmans Would be great to see if @GISAID, @nextstrain (Nextclade/Nextstrain), @CDCFlu (https://t.co/B8tnplFOEn), @WHO (H5 nomenclature / official reference strains) can update their tools developed before and during the COVID pandemic for this current 2.3.4.4b outbreak. | 0 |
Top 10 tweets with highest Like count
ID | Text | Like count |
---|---|---|
1627649247863574528 | #collection24 is now maintained by @wolfeagle1989 Many lineages have been designated by @CorneliusRoemer and for the very first time some via Autolin (cfr: https://t.co/t7WZ2p8mOX) New data in from @GISAID via @GenSpectrum Pic is now clear (Wolrd past2m vs S:F486P) https://t.co/8mUF4F6z3r | 33 |
1627681901866815488 | Aunque pocas (10) tenemos nuevas variantes de #SARSCoV2 en #Mazatlán y como era esperado, las recombinantes XBB empiezan ya a subir en prevalencia. Aún no detectamos en MZT la XBB.1.5 pero si hay un registro en Sinaloa.Datos @GISAID secuenciados en @GenomicaMicrob @CoViGenMex https://t.co/fsqbDWyrEP | 16 |
1626611724248817664 | @wanderer_jasnah @lnkldt @AliceCHughes @PhilippMarkolin @Ayjchan @GISAID Best of luck to you out there:"Of the 76 mutations shared among the 6 high-quality B.1.641 sequences, 51 are in ORF1ab (with 11 and 9 each in Nsp3 and Nsp4, respectively) and 9 are in the spike (S) gene." | 2 |
1626762506608988162 | @AntoBeck @AucklandUni @MasseyUni @Joepdl @Jemma_Geoghegan @hamesjadfield @TheAtavism @otago @phydyn @kiwijo1 @SzlJef Hi @AntoBeck. Thank you for your interest in staying informed about the latest updates. We have collected the latest sequence data on #COVID19 cases in New Zealand & it is currently in a queue, waiting to be submitted to @GISAID | 1 |
1625382601321242625 | @MarionKoopmans Would be great to see if @GISAID, @nextstrain (Nextclade/Nextstrain), @CDCFlu (https://t.co/B8tnplFOEn), @WHO (H5 nomenclature / official reference strains) can update their tools developed before and during the COVID pandemic for this current 2.3.4.4b outbreak. | 1 |
1626611226162745345 | @notoriousFIL @lnkldt @AliceCHughes @PhilippMarkolin @Ayjchan the fuck are you talking about that we didn't see that in humans? bro do you even @GISAID? also you don't see much in the way of orf1ab mutations in deer or mink either -- it's mainly structural & accessory proteins where you see it. | 0 |
1625661414487605248 | Regional trends of #Omicronvariantsublineages in sequences collected from 2023-01-17 to 2023-02-14 @GISAID https://t.co/NyWdFoJrOw | 0 |
Top 3 Languages Used In Tweets

Top 10 Hashtags used
Hashtag | Count |
---|---|
#sarscov2 | 2 |
#mazatlán | 2 |
#collection24 | 2 |
#covid19 | 1 |
#omicronvariantsublineages | 1 |
Top 10 Hashtags Used In Tweets

Top 10 mentions
Mention | Count |
---|---|
@gisaid | 9 |
@genomicamicrob | 2 |
@covigenmex | 2 |
@wolfeagle1989 | 2 |
@corneliusroemer | 2 |
@genspectrum | 2 |
@antobeck | 2 |
@lnkldt | 2 |
@alicechughes | 2 |
@philippmarkolin | 2 |
Top 10 mentions

Wordcloud of Tweets
