virus vaccine, Twitter, 9/23/2020 2:48:51 PM, 235807
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virus vaccine_2020-09-23_06-18-08.xlsx
virus vaccine_2020-09-23_06-18-08.xlsx
View an interactive version of this graph (experimental)
From:
Connected Action NodeXL-Reports
Uploaded on:
September 23, 2020
Short Description:
virus vaccine via NodeXL https://bit.ly/3mK0F8k
@ap
@realdonaldtrump
@profkarolsikora
@whitehouse
@ammitchellallen
@drtomfrieden
@mikko_tung
@itsmepatmarie
@devisridhar
@bangobilly

Top hashtags:
#unga
#un75
#covid19
#americafirst
#dobbs
#coronavirus
#vaccine
#covid

Description:
Description
The graph represents a network of 20,850 Twitter users whose recent tweets contained "virus vaccine", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Wednesday, 23 September 2020 at 13:56 UTC.

The tweets in the network were tweeted over the 1-day, 21-hour, 58-minute period from Monday, 21 September 2020 at 15:19 UTC to Wednesday, 23 September 2020 at 13:17 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

The graph is directed.

The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.

The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.


Author Description


Overall Graph Metrics
Vertices : 20850
Unique Edges : 24573
Edges With Duplicates : 2581
Total Edges : 27154
Number of Edge Types : 5
Retweet : 12888
MentionsInRetweet : 3314
Replies to : 4208
Tweet : 1656
Mentions : 5088
Self-Loops : 1740
Reciprocated Vertex Pair Ratio : 0.0083329861255781
Reciprocated Edge Ratio : 0.0165282426346019
Connected Components : 2398
Single-Vertex Connected Components : 950
Maximum Vertices in a Connected Component : 14276
Maximum Edges in a Connected Component : 20588
Maximum Geodesic Distance (Diameter) : 28
Average Geodesic Distance : 6.774167
Graph Density : 5.5672666528871E-05
Modularity : 0.840986
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 20,850 Twitter users whose recent tweets contained "virus vaccine", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Wednesday, 23 September 2020 at 13:56 UTC.

The tweets in the network were tweeted over the 1-day, 21-hour, 58-minute period from Monday, 21 September 2020 at 15:19 UTC to Wednesday, 23 September 2020 at 13:17 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch
Graph Term : virus vaccine
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[1405] https://apnews.com/ef4354a02d857ef70190b087eb737986?utm_medium=AP&utm_source=Twitter&utm_campaign=SocialFlow
[497] https://twitter.com/rapplerdotcom/status/1308090969649156097
[276] https://www.foxnews.com/health/us-coronavirus-death-toll-tops-200k-vaccine-timeline
[209] https://www.itv.com/news/wales/2020-09-21/health-minister-would-not-rule-out-introducing-mandatory-coronavirus-vaccine-scheme-in-wales
[186] https://bnonews.com/index.php/2020/08/covid-19-reinfection-tracker/
[185] https://twitter.com/ProfKarolSikora/status/1307972101463212032
[175] https://twitter.com/BostonJerry/status/1308061693067636736
[129] https://www.telegraph.co.uk/politics/2020/09/22/come-together-strike-blow-against-coronavirus/
[123] https://www.breitbart.com/europe/2020/09/21/boris-johnsons-sister-suggest-banning-booze-until-virus-vaccine-found/
[116] https://www.newscientist.com/article/2254387-coronavirus-family-tree-reveals-the-virus-is-hardly-mutating/?utm_term=Autofeed&utm_campaign=echobox&utm_medium=social&utm_source=Twitter#Echobox=1600706893

Top URLs in Tweet in G1:
[59] https://apnews.com/ef4354a02d857ef70190b087eb737986?utm_medium=AP&utm_source=Twitter&utm_campaign=SocialFlow
[31] https://www.foxnews.com/health/us-coronavirus-death-toll-tops-200k-vaccine-timeline
[7] https://apnews.com/c751ee2efb2b84d66c56ff4109db9751
[4] https://www.independent.co.uk/wires/us/russia-coronavirus-vaccine-un-staff-covid-sputnik-v-b536274.html
[3] https://www.cdc.gov/mmwr/volumes/69/wr/mm6937a6.htm
[2] http://virus.You
[2] https://trib.al/3zbvLlF
[2] https://www.latestly.com/agency-news/world-news-what-a-gift-russia-offers-un-staff-free-virus-vaccines-2044337.html
[2] https://www.vidrise.com/v/ih9vv/
[1] https://www.cnn.com/2020/09/22/us/kentucky-hospital-kings-daughters-covid-trnd/index.html

Top URLs in Tweet in G2:
[1249] https://apnews.com/ef4354a02d857ef70190b087eb737986?utm_medium=AP&utm_source=Twitter&utm_campaign=SocialFlow
[49] https://apnews.com/VirusOutbreak?utm_campaign=SocialFlow&utm_medium=AP&utm_source=Twitter
[23] https://www.nih.gov/news-events/news-releases/fourth-large-scale-covid-19-vaccine-trial-begins-united-states
[5] https://www.youtube.com/watch?v=5jcrfoSQfHc

[4] https://www.fox35orlando.com/news/johnson-johnson-begins-late-stage-study-of-first-single-shot-coronavirus-vaccine
[3] https://www.rochesterfirst.com/news/national-news/late-stage-study-of-first-single-shot-vaccine-begins-in-us/?utm_medium=referral&utm_campaign=socialflow&utm_source=t.co
[2] https://www.theepochtimes.com/australia-signs-global-virus-vaccine-deal_3510534.html
[2] hTtP://ApNe.wS/JwDvUnS
[2] https://www.independent.ie/irish-news/covid-restrictions-may-need-to-be-tougher-and-vaccine-in-next-year-unlikely-warns-nphet-chairman-39555211.html
[2] https://trib.al/gp0cCUo

Top URLs in Tweet in G3:
[5] https://headlinewealth.com/sweden-spared-surge-of-virus-cases-but-many-questions-remain/
[2] https://twitter.com/RamblingRingo/status/1308413298111643652
[1] https://apnews.com/ef4354a02d857ef70190b087eb737986?utm_medium=AP&utm_source=Twitter&utm_campaign=SocialFlow
[1] https://twitter.com/ProfKarolSikora/status/1308384203407536128

Top URLs in Tweet in G4:
[78] https://apnews.com/ef4354a02d857ef70190b087eb737986?utm_medium=AP&utm_source=Twitter&utm_campaign=SocialFlow
[12] https://spencerfernando.com/2020/09/21/the-national-research-council-oversaw-the-debacle-of-partnering-with-china-on-a-ccp-virus-vaccine-justin-trudeau-just-picked-their-leader-as-the-new-public-health-agency-head/
[2] https://www.nationalreview.com/videos/researchers-find-light-frequency-that-kills-covid-19-virus-without-harming-people/
[2] https://id2020.org/alliance
[2] https://news.mit.edu/2019/storing-vaccine-history-skin-1218
[2] https://www.bloomberg.com/features/2020-moderna-biontech-covid-shot/
[1] https://www.rollingstone.com/politics/politics-features/big-pharma-covid-19-profits-1041185/
[1] https://www.nih.gov/news-events/news-releases/fourth-large-scale-covid-19-vaccine-trial-begins-united-states

Top URLs in Tweet in G5:
[175] https://twitter.com/ProfKarolSikora/status/1307972101463212032
[14] https://www.spectator.co.uk/article/boris-needs-to-rethink-his-covid-strategy
[13] https://www.pscp.tv/w/cjnVbzFEWktvT014clh4S2F8MU95SkFnZXFwZURLYkCU2yXO6zv28PCu5lIoFqqSliiptFnGHg0cd72sCueb?t=2h16m17s
[7] https://www.itv.com/news/wales/2020-09-21/health-minister-would-not-rule-out-introducing-mandatory-coronavirus-vaccine-scheme-in-wales
[6] https://twitter.com/thefallenman91/status/1308092700537892869
[5] https://twitter.com/Bollocks_Dogz/status/1308400624149692417
[4] https://www.telegraph.co.uk/politics/2020/09/22/come-together-strike-blow-against-coronavirus/
[3] https://twitter.com/kayeadams/status/1308488072921837568
[3] https://twitter.com/graeme_from_it/status/1308453058742018048
[2] https://twitter.com/donewith202O/status/1308746706893373440

Top URLs in Tweet in G6:
[120] https://www.telegraph.co.uk/politics/2020/09/22/come-together-strike-blow-against-coronavirus/
[83] https://www.spectator.co.uk/article/boris-needs-to-rethink-his-covid-strategy
[29] https://pubmed.ncbi.nlm.nih.gov/31607599/
[20] https://www.gov.uk/government/news/record-numbers-offered-flu-vaccine-as-those-with-flu-and-covid-19-more-likely-to-die
[19] https://twitter.com/JHSPH_CHS/status/1308056870175768577
[12] https://childrenshealthdefense.org/news/vaccine-misinformation-flu-shots-equal-health/
[12] https://twitter.com/ljarvis75/status/1307759762780631040
[9] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3404712/
[8] https://www.itv.com/news/wales/2020-09-21/health-minister-would-not-rule-out-introducing-mandatory-coronavirus-vaccine-scheme-in-wales
[7] https://twitter.com/clim8resistance/status/1308696991610949633

Top URLs in Tweet in G7:
[12] https://spencerfernando.com/2020/09/21/the-national-research-council-oversaw-the-debacle-of-partnering-with-china-on-a-ccp-virus-vaccine-justin-trudeau-just-picked-their-leader-as-the-new-public-health-agency-head/
[4] https://www.breitbart.com/europe/2020/09/21/boris-johnsons-sister-suggest-banning-booze-until-virus-vaccine-found/?utm_source=dlvr.it&utm_medium=twitter
[4] https://www.doyourbit-nenc.co.uk/flu
[4] https://www.foxnews.com/health/us-coronavirus-death-toll-tops-200k-vaccine-timeline
[4] https://www.zerohedge.com/markets/un-forced-admit-gates-funded-vaccine-causing-polio-outbreak-africa?utm_source=feedburner&utm_medium=feed&utm_campaign=Feed:+zerohedge/feed+(zero+hedge+-+on+a+long+enough+timeline,+the+survival+rate+for+everyone+drops+to+zero
[3] https://twitter.com/ABSCBNNews/status/1308054033693773825
[3] https://www.breitbart.com/europe/2020/09/21/boris-johnsons-sister-suggest-banning-booze-until-virus-vaccine-found/
[3] https://www.bloomberg.com/news/articles/2020-09-21/global-vaccine-pact-grows-u-k-plans-new-curbs-virus-update
[3] https://www.theguardian.com/global-development/2020/sep/21/landmark-moment-156-countries-agree-to-covid-vaccine-allocation-deal
[3] https://twitter.com/MattHancock/status/1308651763441037312

Top URLs in Tweet in G8:
[495] https://twitter.com/rapplerdotcom/status/1308090969649156097
[5] https://twitter.com/abscbnnews/status/1308279106056798209

Top URLs in Tweet in G9:
[187] https://www.itv.com/news/wales/2020-09-21/health-minister-would-not-rule-out-introducing-mandatory-coronavirus-vaccine-scheme-in-wales
[48] https://web.archive.org/web/20120508130224/http://www.cdc.gov/vaccinesafety/updates/archive/polio_and_cancer_factsheet.htm
[35] https://twitter.com/profkarolsikora/status/1307972101463212032
[31] https://www.youtube.com/watch?v=ZrWAqpPGAxQ&feature=youtu.be&t=184

[16] https://pubmed.ncbi.nlm.nih.gov/9255208/
[12] https://pubmed.ncbi.nlm.nih.gov/24076325/
[11] https://www.youtube.com/watch?v=bF2upDl3mrE&feature=youtu.be&t=1037

[10] https://journals.lww.com/pidj/Fulltext/2008/09000/VACCINE_STRAIN_VARICELLA_ZOSTER_VIRUS_CAUSING.19.aspx
[9] https://heraclitusoncovid19.com/the-dengue-virus-vaccine-disaster-in-the-phillipines-as-a-cautionary-tale/
[8] https://thevaccinereaction.org/2020/05/gsk-and-sanofi-covid-19-vaccine-produced-in-insect-cells-with-squalene-adjuvant/#.XrOwlMvS0UE.twitter

Top URLs in Tweet in G10:
[237] https://www.foxnews.com/health/us-coronavirus-death-toll-tops-200k-vaccine-timeline
[7] https://apnews.com/ef4354a02d857ef70190b087eb737986?utm_medium=AP&utm_source=Twitter&utm_campaign=SocialFlow
[1] http://HOAX.YOU
[1] https://twitter.com/Blake_RESISTS/status/1308123386963521536

Top Domains
Top Domains in Tweet in Entire Graph:
[1637] twitter.com
[1468] apnews.com
[291] foxnews.com
[268] co.uk
[217] bloomberg.com
[209] itv.com
[209] newscientist.com
[186] bnonews.com
[133] breitbart.com
[117] nih.gov

Top Domains in Tweet in G1:
[67] apnews.com
[31] foxnews.com
[12] twitter.com
[4] co.uk
[3] cdc.gov
[2] virus.you
[2] trib.al
[2] latestly.com
[2] vidrise.com
[1] cnn.com

Top Domains in Tweet in G2:
[1298] apnews.com
[23] nih.gov
[5] youtube.com
[4] rochesterfirst.com
[4] fox35orlando.com
[2] theepochtimes.com
[2] apne.ws
[2] independent.ie
[2] trib.al
[1] twitter.com

Top Domains in Tweet in G3:
[5] headlinewealth.com
[3] twitter.com
[1] apnews.com

Top Domains in Tweet in G4:
[78] apnews.com
[12] spencerfernando.com
[2] nationalreview.com
[2] id2020.org
[2] mit.edu
[2] bloomberg.com
[1] rollingstone.com
[1] nih.gov

Top Domains in Tweet in G5:
[202] twitter.com
[18] co.uk
[13] pscp.tv
[7] itv.com
[2] weforum.org
[1] apnews.com
[1] gov.uk
[1] breitbart.com
[1] nih.gov

Top Domains in Tweet in G6:
[207] co.uk
[63] twitter.com
[43] nih.gov
[20] gov.uk
[12] childrenshealthdefense.org
[9] theguardian.com
[8] itv.com
[5] youtube.com
[5] mintpressnews.com
[5] bbc.com

Top Domains in Tweet in G7:
[183] twitter.com
[16] bloomberg.com
[13] spencerfernando.com
[12] msn.com
[9] nytimes.com
[9] nih.gov
[8] co.uk
[8] foxnews.com
[7] breitbart.com
[7] theepochtimes.com

Top Domains in Tweet in G8:
[500] twitter.com

Top Domains in Tweet in G9:
[187] itv.com
[48] archive.org
[46] twitter.com
[43] youtube.com
[31] nih.gov
[10] lww.com
[9] heraclitusoncovid19.com
[8] thevaccinereaction.org
[5] co.uk
[4] wakingtimes.com

Top Domains in Tweet in G10:
[237] foxnews.com
[7] apnews.com
[1] hoax.you
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1346] unga
[617] un75
[369] covid19
[360] americafirst
[360] dobbs
[305] coronavirus
[272] vaccine
[260] covid
[220] sarscov2
[107] pmqs



Top Hashtags in Tweet in G1:
[605] un75
[356] americafirst
[356] dobbs
[135] unga
[31] flu
[31] flufacts
[11] covid19
[6] coronavirus
[5] vaccine
[4] trump

Top Hashtags in Tweet in G2:
[3] covid19
[3] unga
[2] australia
[2] ccpvirus
[1] handsfacespace
[1] coronavirus

Top Hashtags in Tweet in G3:
[1] pmqs
[1] unga

Top Hashtags in Tweet in G4:
[1166] unga
[12] ccpvirus
[2] id2020
[2] communism
[2] surveillanceaintsafety
[2] endlockdown
[1] pmqs
[1] lyingtrump
[1] faketweets

Top Hashtags in Tweet in G5:
[16] pmqs
[8] covid
[1] handsfacespace
[1] coronavirus
[1] un75
[1] unga

Top Hashtags in Tweet in G6:
[81] pmqs
[22] coronavirus
[20] handsfacespace
[14] covid
[10] vaccine
[7] sarscov2
[6] covidbriefing
[6] fluvaccine
[6] ade
[6] borisout

Top Hashtags in Tweet in G7:
[59] covid19
[43] vaccine
[25] virus
[24] coronavirus
[17] covid
[12] covid_19
[10] pandemic
[9] covidbriefing
[6] polio
[6] health

Top Hashtags in Tweet in G9:
[189] covid
[60] vaccines
[51] vaccine
[48] polio
[48] cancer
[48] vaccinesafety
[38] study
[32] coronavirus
[16] varicella
[13] shedding

Top Hashtags in Tweet in G10:
[7] unga
[6] un75
[1] trumpvirus
[1] bidenharris2020
[1] 45notforlong
[1] 45lieallthetime

Top Words
Top Words in Tweet in Entire Graph:
[20784] vaccine
[18728] virus
[3951] people
[3804] covid
[3387] defeat
[3281] 19
[3173] world
[3101] coronavirus
[3099] johnson
[3045] far

Top Words in Tweet in G1:
[1877] virus
[1870] vaccine
[904] realdonaldtrump
[880] defeat
[745] distribute
[745] cooperation
[745] peace
[744] enter
[744] unprecedented
[744] prosperity

Top Words in Tweet in G2:
[2667] vaccine
[2519] johnson
[1459] virus
[1324] stage
[1308] study
[1308] single
[1305] world
[1278] one
[1267] coronavirus
[1264] covid

Top Words in Tweet in G3:
[1321] vaccine
[1318] virus
[1276] lockdown
[1276] never
[1273] more
[1273] waiting
[1272] face
[1272] another
[1272] know
[1272] far

Top Words in Tweet in G4:
[2354] defeat
[1364] vaccine
[1289] virus
[1257] covid
[1257] 19
[1255] world
[1179] pandemic
[1178] distribute
[1177] states
[1177] aggressive

Top Words in Tweet in G5:
[1409] vaccine
[1319] virus
[666] people
[649] kills
[635] 100
[628] population
[628] infected
[624] racing
[624] develop
[624] vaccinate

Top Words in Tweet in G6:
[1158] vaccine
[1077] virus
[383] until
[227] suppress
[187] people
[180] flu
[171] policy
[166] objective
[159] one
[158] risk

Top Words in Tweet in G7:
[1049] vaccine
[996] virus
[207] trump
[186] coronavirus
[172] covid
[134] people
[124] 19
[123] china
[120] corona
[115] pandemic

Top Words in Tweet in G8:
[1398] mo
[1033] vaccine
[938] ng
[891] virus
[637] until
[503] wait
[496] six
[495] rich
[495] coming
[495] president

Top Words in Tweet in G9:
[735] vaccine
[511] virus
[457] 99
[193] more
[189] #covid
[188] need
[187] killed
[187] unless
[187] course
[187] something

Top Words in Tweet in G10:
[292] vaccine
[285] virus
[246] 000
[244] coronavirus
[242] deaths
[240] effective
[239] prayers
[239] soon
[238] 200
[238] related

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3221] covid,19
[2125] coronavirus,vaccine
[2042] defeat,virus
[1999] distribute,vaccine
[1999] vaccine,defeat
[1982] enter,unprecedented
[1978] unprecedented,prosperity
[1978] prosperity,cooperation
[1978] cooperation,peace
[1619] against,virus

Top Word Pairs in Tweet in G1:
[746] vaccine,defeat
[746] defeat,virus
[744] distribute,vaccine
[744] enter,unprecedented
[744] unprecedented,prosperity
[744] prosperity,cooperation
[744] cooperation,peace
[606] president,realdonaldtrump
[606] realdonaldtrump,distribute
[606] virus,enter

Top Word Pairs in Tweet in G2:
[1301] stage,study
[1262] covid,19
[1259] johnson,johnson
[1259] johnson,beginning
[1259] beginning,huge
[1259] huge,final
[1259] study,try
[1259] try,prove
[1259] prove,single
[1259] single,dose

Top Word Pairs in Tweet in G3:
[1270] suspect,millions
[1270] millions,same
[1270] same,view
[1270] view,supported
[1270] supported,first
[1270] first,lockdown
[1270] lockdown,face
[1270] face,unknown
[1270] unknown,virus
[1270] virus,vehemently

Top Word Pairs in Tweet in G4:
[1257] covid,19
[1178] distribute,vaccine
[1178] defeat,virus
[1176] united,states
[1176] launched,aggressive
[1176] aggressive,mobilization
[1176] mobilization,second
[1176] second,world
[1176] world,war
[1176] war,defeat

Top Word Pairs in Tweet in G5:
[626] population,virus
[625] virus,kills
[624] racing,develop
[624] develop,vaccine
[624] vaccine,vaccinate
[624] vaccinate,100
[624] 100,population
[624] kills,people
[624] people,infected
[622] tell,racing

Top Word Pairs in Tweet in G6:
[276] until,vaccine
[225] suppress,virus
[189] virus,until
[129] economy,education
[129] vaccine,mass
[129] mass,testing
[128] protecting,economy
[127] act,suppress
[127] virus,protecting
[127] education,until

Top Word Pairs in Tweet in G7:
[172] virus,vaccine
[121] covid,19
[103] corona,virus
[88] 200,000
[80] death,toll
[70] donald,trump
[70] coronavirus,pandemic
[70] united,nations
[67] nations,hold
[67] hold,china

Top Word Pairs in Tweet in G8:
[495] rich,coming
[495] coming,president
[495] president,threatened
[495] threatened,slap
[495] slap,virus
[495] virus,invoked
[495] invoked,antibodies
[495] antibodies,horses
[495] horses,recommended
[495] recommended,gasoline

Top Word Pairs in Tweet in G9:
[277] vaccine,virus
[227] 99,99
[188] need,vaccine
[187] virus,killed
[187] killed,99
[187] 99,unless
[187] unless,course
[187] course,vaccine
[187] vaccine,#covid
[187] #covid,something

Top Word Pairs in Tweet in G10:
[239] effective,vaccine
[238] 200,000
[238] vaccine,available
[238] available,soon
[237] today,passed
[237] passed,very
[237] very,sad
[237] sad,milestone
[237] milestone,200
[237] 000,coronavirus

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@matthancock
@allisonpearson
@borisjohnson
@ammitchellallen
@skynews
@drericding
@joebiden
@abscbnnews
@lindseygrahamsc

Top Replied-To in G1:
@realdonaldtrump
@joebiden
@projectlincoln
@washingtonpost
@msnbc
@speakerpelosi
@independent
@thehill
@spectatorindex
@peternavarro45

Top Replied-To in G2:
@ap
@independent_ie
@pearlsstarz
@imaferry
@secazar
@ryanv250
@caliconserv1
@hughstick
@brookewagnertv
@jordan_sather_

Top Replied-To in G3:
@profkarolsikora
@jeffreyatucker
@invictaregina
@polcol8
@oncall4on
@hayden01612929
@steamedhamer
@kamy050

Top Replied-To in G4:
@whitehouse
@realdonaldtrump
@hd283271
@janmareesmith2
@kevincorke
@jaredagilmore
@mettatoons
@wuhan_cat
@cvbow
@fawnief

Top Replied-To in G5:
@ammitchellallen
@jgforsyth
@clarkemicah
@spencermorgan93
@avonandsomerrob
@jimwall84
@arthistorynews
@bbcpolitics
@ryanrallyoh
@irishtimes

Top Replied-To in G6:
@matthancock
@allisonpearson
@borisjohnson
@itvwales
@fox_claire
@sallypresto
@thomas_m_wilson
@juliahb1
@vicster82
@mrdavidfoxley

Top Replied-To in G7:

Top Replied-To in G8:
@pinoyakoblog
@arbetbernardo

Top Replied-To in G9:
@ramble_rants
@pdebdon
@cllrbsilvester
@obozolies
@stvnews
@lotusoak2
@hbadger17
@jaipo
@dickturpin02

Top Replied-To in G10:
@lindseygrahamsc
@bexorexorex
@westonjk
@breaking911
@jenifer__5
@airborne18th
@muffinsupercat
@ryanwages45

Top Mentioned
Top Mentioned in Entire Graph:
@realdonaldtrump
@potus
@vp
@borisjohnson
@ap
@revdrbarber
@joebiden
@who
@dannyfink
@fda

Top Mentioned in G1:
@realdonaldtrump
@potus
@vp
@joebiden
@fda
@gma
@speakerpelosi
@cdcdirector
@surgeon_general
@cdcgov

Top Mentioned in G2:
@ap
@us_fda
@billymartin9
@elloclark
@unhappycagirl
@simoneschnall
@saltydog_58

Top Mentioned in G3:
@profkarolsikora
@joemcgeez
@simonmatthews8
@realdonaldtrump
@borisjohnson
@ms_mariab
@davidsteadson
@itsjohannaaaa
@wicmar
@fatemperor

Top Mentioned in G4:
@whitehouse
@potus
@mtaibbi
@kay4trump
@realdonaldtrump
@ombpress
@budbaybaby
@jose4usa
@phmissionny
@usun

Top Mentioned in G5:
@dannyfink
@beverleyturner
@afneil
@jen4scot
@1984mathew
@grahamneary
@singharj
@spectator
@tnewtondunn
@clarkemicah

Top Mentioned in G6:
@borisjohnson
@juliahb1
@matthancock
@allisonpearson
@annasophiegross
@talkradio
@toadmeister
@cmo_england
@markgbblog
@billgates

Top Mentioned in G7:
@policenama1

Top Mentioned in G8:
@brujadeldemonio

Top Mentioned in G9:
@ramble_rants
@pjpaton
@lotusoak2
@the_truth_ii
@kingbobiiv
@realdonaldtrump
@novakglobal
@mikelowe916
@jessphillips
@jen4scot

Top Mentioned in G10:
@realdonaldtrump
@breaking911
@lindseygrahamsc
@ahimghey
@lizlemon5759
@chungshenlu

Top Tweeters
Top Tweeters in Entire Graph:
@tomthunkitsmind
@rashidaldosari
@marcodacostafx
@phildecarolis
@jstlangevin
@joefreedomlove
@sharneal
@miltonespinozaf
@insdatainter
@inabster

Top Tweeters in G1:
@joefreedomlove
@sharneal
@independent
@jver1
@fasting39
@yymods
@thehill
@indiatoday
@ndtv
@scribbledpages1

Top Tweeters in G2:
@rashidaldosari
@revolution_fr
@dclarediane
@mitchiepoo46
@hwholcomb
@new_narrative
@alicia45kag
@vetapologist
@bfrasier1951
@mariayells

Top Tweeters in G3:
@ladydshops
@rob_kimbell
@frisch_fish
@joan_shyam
@fotopak
@cosby_laura
@jeffgazzard
@hardistymark
@rodgervarley
@sherrinthepain

Top Tweeters in G4:
@jstlangevin
@miltonespinozaf
@insdatainter
@k1a1zzz
@tammywalt61
@organic2016
@mikedesai
@drofdem
@inittowinit007
@casey2513

Top Tweeters in G5:
@wardj15
@magicdmw
@irishtimes
@phebeohyes
@tyrelle123
@johnrealsmith
@kulganofcrydee
@jan_s_b_459
@starsparkle_uk
@princessofwails

Top Tweeters in G6:
@dailymirror
@z_chrissie
@telegraph
@boottmills228
@jorichardskent
@sarah07909750
@johnb78
@cjsienna55
@metrouk
@lauraha69544517

Top Tweeters in G7:
@israelnewslinks
@angelakorras
@drpatfarrell
@whiteganja_
@bkaysac
@caffreyej
@amerhoy
@pfanderson
@marketst0day
@streetscoop

Top Tweeters in G8:
@annacollins52
@maamsyj
@longliveswift16
@foxfoxychick
@tintirintin22
@mave_nice
@jazmasigan_2
@jannadbunny
@akocindhay
@serrano_rene

Top Tweeters in G9:
@porridgeisgood
@makedni
@heidiec5
@svagdis
@skippymanuel
@superbikeal
@tuprimonv
@pjpaton
@bruce_bwkm
@josmirek

Top Tweeters in G10:
@knassios
@catlover1943
@alanlsg
@all100senators
@kahlersabrina
@64rivergirl
@kuabt
@woodward_roxie
@smokeyvera
@lindagarriss


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