#VaxLive, Twitter, 5/3/2021 3:20:08 PM, 254040


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#VaxLive_2021-05-03_07-43-55.xlsx
#VaxLive_2021-05-03_07-43-55.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
May 03, 2021
Short Description:
#VaxLive via NodeXL https://bit.ly/2RlLZAW
@chrissgardner
@glblctzn
@popmafias
@gomezsource
@nazirafzal
@selenagomez
@popbase
@midiaspsbr
@jlo
@portalselenabr

Top hashtags:
#vaxlive
#princeharry
#serviceisuniversal
#globalcitizen
#dukeofsussex
#meghanmarkle

Description:
Description
The graph represents a network of 6,236 Twitter users whose recent tweets contained "#VaxLive", 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 Monday, 03 May 2021 at 15:10 UTC.

The tweets in the network were tweeted over the 9-hour, 6-minute period from Monday, 03 May 2021 at 05:36 UTC to Monday, 03 May 2021 at 14:43 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 : 6236
Unique Edges : 14993
Edges With Duplicates : 8840
Total Edges : 23833
Number of Edge Types : 5
Retweet : 16699
MentionsInRetweet : 4305
Tweet : 1389
Replies to : 258
Mentions : 1182
Self-Loops : 1436
Reciprocated Vertex Pair Ratio : 0.000937701459297896
Reciprocated Edge Ratio : 0.00187364599800925
Connected Components : 217
Single-Vertex Connected Components : 165
Maximum Vertices in a Connected Component : 5893
Maximum Edges in a Connected Component : 23424
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.656189
Graph Density : 0.000439258196580067
Modularity : 0.441776
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 6,236 Twitter users whose recent tweets contained "#VaxLive", 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 Monday, 03 May 2021 at 15:10 UTC.

The tweets in the network were tweeted over the 9-hour, 6-minute period from Monday, 03 May 2021 at 05:36 UTC to Monday, 03 May 2021 at 14:43 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 : #VaxLive
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:
[247] http://trib.al/Upg0e2s
[235] https://www.gettyimages.com/search/2/image?agreements=ea:109108,pa:60009&events=775641976&family=editorial&sort=best#license
[183] https://www.globalcitizen.org/en/content/vax-live-impact-10-million-vaccine-doses/?utm_source=twitter&utm_medium=social&utm_campaign=share&%24web_only=true&_branch_match_id=link-917643943734554328
[106] https://twitter.com/chrissgardner/status/1389101674162053120
[101] https://twitter.com/nazirafzal/status/1389066121819590658
[97] https://www.instagram.com/accounts/login/
[97] https://twitter.com/thegregorye/status/1389053399291727873
[85] https://www.globalcitizen.org/media/vaxlive/?utm_source=social_instagram&utm_medium=instagram&utm_campaign=global_vaxlive_audience&utm_content=ctalearn_link
[84] https://twitter.com/TheGregoryE/status/1389053399291727873
[82] https://etcanada.com/photos/775830/celebs-arrive-to-vax-live-the-concert-to-reunite-the-world/

Top URLs in Tweet in G1:
[69] https://www.gettyimages.com/search/2/image?agreements=ea:109108,pa:60009&events=775641976&family=editorial&sort=best#license
[68] https://www.globalcitizen.org/media/vaxlive/?utm_source=social_instagram&utm_medium=instagram&utm_campaign=global_vaxlive_audience&utm_content=ctalearn_link
[42] http://www.justjaredjr.com/2021/05/02/selena-gomez-rocks-red-hot-dress-for-global-citizens-vax-live-concert-event/
[25] https://www.instagram.com/accounts/login/
[11] https://www.globalcitizen.org/en/content/vax-live-impact-10-million-vaccine-doses/?utm_source=twitter&utm_medium=social&utm_campaign=share&%24web_only=true&_branch_match_id=link-917643943734554328
[11] https://etcanada.com/photos/775830/celebs-arrive-to-vax-live-the-concert-to-reunite-the-world/
[11] http://www.justjared.com/2021/05/02/selena-gomez-kicks-off-arrivals-at-global-citizens-vax-live-concert/
[10] https://www.globalcitizen.org/media/vaxlive/?utm_source=referral_partner&utm_medium=partner_unspecified_generaltoolkit&utm_campaign=global_vaxlive_audience&utm_content=ctalearn_link
[7] https://twitter.com/heartselenasz/status/1389034132827672577
[6] https://twitter.com/popmafias/status/1389028473054785536

Top URLs in Tweet in G2:
[142] https://www.gettyimages.com/search/2/image?agreements=ea:109108,pa:60009&events=775641976&family=editorial&sort=best#license
[117] https://www.globalcitizen.org/en/content/vax-live-impact-10-million-vaccine-doses/?utm_source=twitter&utm_medium=social&utm_campaign=share&%24web_only=true&_branch_match_id=link-917643943734554328
[95] https://twitter.com/thegregorye/status/1389053399291727873
[92] https://twitter.com/chrissgardner/status/1389101674162053120
[85] https://twitter.com/nazirafzal/status/1389066121819590658
[81] https://twitter.com/TheGregoryE/status/1389053399291727873
[70] http://www.justjared.com/2021/05/03/prince-harry-encourages-people-to-work-together-while-speaking-at-vax-live-concert/
[63] https://etcanada.com/photos/775830/celebs-arrive-to-vax-live-the-concert-to-reunite-the-world/
[63] http://trib.al/Upg0e2s
[61] https://www.instagram.com/accounts/login/

Top URLs in Tweet in G3:
[182] http://trib.al/Upg0e2s
[8] https://www.gettyimages.com/search/2/image?agreements=ea:109108,pa:60009&events=775641976&family=editorial&sort=best#license
[8] https://www.globalcitizen.org/en/content/vax-live-impact-10-million-vaccine-doses/?utm_source=twitter&utm_medium=social&utm_campaign=share&%24web_only=true&_branch_match_id=link-917643943734554328
[5] http://u.afp.com/U
[4] https://www.usatoday.com/story/entertainment/celebrities/2021/05/03/prince-harry-urges-effort-defeat-covid-19-pandemic-california-concert/4917077001/
[4] https://www.instagram.com/accounts/login/
[4] https://linktr.ee/SussexEvent
[3] https://twitter.com/nazirafzal/status/1389066121819590658
[3] https://www.globalcitizen.org/en/content/vax-live-impact-10-million-vaccine-doses/?utm_source=twitter&utm_medium=social&utm_campaign=share&%24web_only=true&_branch_match_id=link-917744927714821197
[3] https://etcanada.com/photos/775830/celebs-arrive-to-vax-live-the-concert-to-reunite-the-world/

Top URLs in Tweet in G4:
[45] https://www.globalcitizen.org/en/content/vax-live-impact-10-million-vaccine-doses/?utm_source=twitter&utm_medium=social&utm_campaign=share&%24web_only=true&_branch_match_id=link-917643943734554328
[13] https://www.globalcitizen.org/en/media/vaxlive/
[11] http://u.afp.com/U
[8] https://www.globalcitizen.org/media/vaxlive/?utm_source=social_instagram&utm_medium=instagram&utm_campaign=global_vaxlive_audience&utm_content=ctalearn_link
[7] https://www.globalcitizen.org/en/content/vax-live-impact-10-million-vaccine-doses/
[6] https://www.gettyimages.com/search/2/image?agreements=ea:109108,pa:60009&events=775641976&family=editorial&sort=best#license
[4] https://etcanada.com/photos/775830/celebs-arrive-to-vax-live-the-concert-to-reunite-the-world/
[4] https://www.globalcitizen.org/media/vaxlive/?utm_source=referral_partner&utm_medium=partner_unspecified_policytoolkit&utm_campaign=global_vaxlive_audience&utm_content=ctalearn_link
[4] https://www.globalcitizen.org/en/action/global-covid19-vaccine-access/
[3] https://r.socialstudio.radian6.com/46a8ada6-26ad-4930-89bf-7e2826397472

Top URLs in Tweet in G5:
[5] https://www.gettyimages.com/search/2/image?agreements=ea:109108,pa:60009&events=775641976&family=editorial&sort=best#license
[3] https://www.lci.fr/international/vaxlive-covid-19-coronavirus-pandemie-interpelle-par-selena-gomez-sur-twitter-emmanuel-macron-promet-l-envoi-de-vaccins-en-afrique-2184422.html?utm_medium=Social&utm_source=Twitter#Echobox=1619421217
[2] https://www.instagram.com/accounts/login/
[1] https://www.globalcitizen.org/en/content/vax-live-impact-10-million-vaccine-doses/?utm_source=twitter&utm_medium=social&utm_campaign=share&%24web_only=true&_branch_match_id=link-917643943734554328
[1] https://twitter.com/_SelenaGITALY/status/1389158122871263234

Top URLs in Tweet in G6:
[13] https://www.fiverr.com/archteriorbd/do-3d-house-modeling-exterior-design-and-rendering
[13] https://www.fiverr.com/archteriorbd/design-model-render-kitchen-cabinetry-residential-house-interior
[11] https://twitter.com/chrissgardner/status/1389101674162053120
[10] https://www.youtube.com/watch?app=desktop&v=bpmVVh6oIpY&feature=youtu.be
[8] https://twitter.com/nazirafzal/status/1389066121819590658
[6] http://www.djdangerous.com/
[5] https://chat.whatsapp.com/Lax2ap4BWmA2miTMlLjn6n
[5] https://t.me/dennymarty
[2] http://trib.al/Upg0e2s
[2] https://twitter.com/TheGregoryE/status/1389053399291727873

Top URLs in Tweet in G7:
[2] https://twitter.com/haileybwinslow/status/1389054061140332546
[2] https://twitter.com/HaileyBWinslow/status/1389054061140332546
[1] https://www.instagram.com/accounts/login/
[1] https://www.youtube.com/watch?v=fVsPp0mNNYw&feature=youtu.be

[1] https://twitter.com/icklenoni/status/1389154510287802372
[1] https://twitter.com/MadAboutMeghan/status/1389084095922249728
[1] https://twitter.com/taryder/status/1389055515162857476
[1] https://twitter.com/ArchieMegHaz/status/1389056429739454470
[1] https://twitter.com/ledbettercarly/status/1389055443293585410
[1] https://twitter.com/GlblCtznImpact/status/1389097462858723328

Top URLs in Tweet in G8:
[15] https://selena-gomez.pl/gallery/thumbnails.php?album=7733
[13] https://selena-gomez.pl/gallery/thumbnails.php?album=7732
[5] https://selena-gomez.pl/gallery/thumbnails.php?album=7731
[1] https://www.gettyimages.com/search/2/image?agreements=ea:109108,pa:60009&events=775641976&family=editorial&sort=best#license

Top URLs in Tweet in G9:
[3] https://twitter.com/noddynoo/status/1389151907718049792
[2] https://twitter.com/politicalcomic/status/1389146336499490817
[2] https://twitter.com/politicalcomic/status/1388924606824820737
[2] https://twitter.com/politicalcomic/status/1389145830083416064
[2] https://twitter.com/politicalcomic/status/1389153758446292992
[2] https://twitter.com/politicalcomic/status/1389177797042741248
[2] https://twitter.com/taryder/status/1389055515162857476
[1] https://twitter.com/politicalcomic/status/1389192551941517312
[1] https://www.globalcitizen.org/media/vaxlive/?utm_source=social_instagram&utm_medium=instagram&utm_campaign=global_vaxlive_audience&utm_content=ctalearn_link
[1] https://www.pinkvilla.com/entertainment/hollywood/prince-harry-vax-live-concert-we-stand-solidarity-india-battling-devastating-covid-19-second-wave-722817

Top Domains
Top Domains in Tweet in Entire Graph:
[1147] twitter.com
[462] globalcitizen.org
[250] trib.al
[235] gettyimages.com
[98] instagram.com
[98] etcanada.com
[92] justjared.com
[71] afp.com
[63] linktr.ee
[49] pinkvilla.com

Top Domains in Tweet in G1:
[96] globalcitizen.org
[69] gettyimages.com
[44] twitter.com
[42] justjaredjr.com
[25] instagram.com
[14] justjared.com
[13] etcanada.com
[7] selena-gomez.pl
[6] radian6.com
[4] vaxlive.org

Top Domains in Tweet in G2:
[947] twitter.com
[261] globalcitizen.org
[142] gettyimages.com
[77] justjared.com
[77] etcanada.com
[63] trib.al
[61] instagram.com
[59] linktr.ee
[55] afp.com
[46] pinkvilla.com

Top Domains in Tweet in G3:
[182] trib.al
[18] twitter.com
[16] globalcitizen.org
[8] gettyimages.com
[5] afp.com
[4] usatoday.com
[4] instagram.com
[4] linktr.ee
[3] etcanada.com
[1] harpersbazaar.com

Top Domains in Tweet in G4:
[85] globalcitizen.org
[36] twitter.com
[11] afp.com
[9] radian6.com
[6] gettyimages.com
[4] co.uk
[4] etcanada.com
[3] hellomagazine.com
[3] vaxlive.org
[3] instagram.com

Top Domains in Tweet in G5:
[5] gettyimages.com
[3] lci.fr
[2] instagram.com
[1] globalcitizen.org
[1] twitter.com

Top Domains in Tweet in G6:
[47] twitter.com
[30] fiverr.com
[13] youtube.com
[9] amazon.com
[6] djdangerous.com
[5] whatsapp.com
[5] t.me
[2] instagram.com
[2] co.uk
[2] trib.al

Top Domains in Tweet in G7:
[11] twitter.com
[2] globalcitizen.org
[1] instagram.com
[1] youtube.com
[1] etcanada.com

Top Domains in Tweet in G8:
[33] selena-gomez.pl
[1] gettyimages.com

Top Domains in Tweet in G9:
[18] twitter.com
[1] globalcitizen.org
[1] pinkvilla.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[18706] vaxlive
[3141] princeharry
[557] serviceisuniversal
[496] globalcitizen
[298] dukeofsussex
[288] meghanmarkle
[282] harryandmeghan
[282] jlobeauty
[280] glamfam
[204] selenagomez



Top Hashtags in Tweet in G1:
[7865] vaxlive
[116] selenagomez
[78] globalcitizen
[52] jlobeauty
[50] glamfam
[35] princeharry
[32] photos
[23] gomezupdate
[19] 9today
[19] jlo

Top Hashtags in Tweet in G2:
[6874] vaxlive
[2858] princeharry
[514] serviceisuniversal
[335] globalcitizen
[274] dukeofsussex
[260] harryandmeghan
[257] meghanmarkle
[170] archies2ndbirthday
[72] princessdiana
[66] archewell

Top Hashtags in Tweet in G3:
[1659] vaxlive
[88] princeharry
[16] serviceisuniversal
[16] globalcitizen
[11] dukeofsussex
[8] harryandmeghan
[7] archies2ndbirthday
[6] meghanmarkle
[3] globalcitizens
[3] 9today

Top Hashtags in Tweet in G4:
[953] vaxlive
[220] glamfam
[220] jlobeauty
[97] covax
[92] covid
[71] princeharry
[53] covid19
[47] euco
[41] globalcitizen
[21] sdrs

Top Hashtags in Tweet in G5:
[443] vaxlive
[7] selenagomez
[5] globalcitizen
[3] emmanuelmacron
[1] gomezupdate
[1] princeharry
[1] serviceisuniversal

Top Hashtags in Tweet in G6:
[223] vaxlive
[28] princeharry
[27] mareofeasttown
[19] mondaythoughts
[16] dreampissedhimself
[13] exteriordesign
[13] exteriordesigner
[13] exteriordesignideas
[13] exteriordesignluxuryiredn
[13] exteriordesignandbuild

Top Hashtags in Tweet in G7:
[99] vaxlive
[49] eddievedder
[36] joshklinghoffer
[29] pluralone
[12] jlo
[10] foofighters
[9] sofistadium
[9] princeharry
[7] covid19
[7] concert

Top Hashtags in Tweet in G8:
[116] vaxlive
[6] selenagomez
[5] selena
[5] selenators
[1] gomezupdate
[1] weloveyouselena
[1] globalcitizen

Top Hashtags in Tweet in G9:
[41] vaxlive
[12] nuremberg2
[7] helinskideclaration
[6] covid19
[4] mondaymotivation
[4] nuremburg2
[2] dayone
[2] princewithoutborders
[2] serviceisuniversal
[2] princeharry

Top Hashtags in Tweet in G10:
[29] vaxlive

Top Words
Top Words in Tweet in Entire Graph:
[18704] #vaxlive
[7272] selena
[5826] gomez
[4809] harry
[4389] prince
[3193] concert
[3141] #princeharry
[1884] global
[1758] tonight
[1547] glblctzn

Top Words in Tweet in G1:
[7865] #vaxlive
[6177] selena
[4831] gomez
[878] concert
[693] selenagomez
[636] stage
[605] sofi
[598] stadium
[593] hosting
[566] jennifer

Top Words in Tweet in G2:
[6867] #vaxlive
[3130] harry
[2858] #princeharry
[2753] prince
[1170] concert
[961] global
[659] tonight
[598] standing
[542] meghan
[537] vaccine

Top Words in Tweet in G3:
[1659] #vaxlive
[1433] harry
[1423] prince
[440] standing
[433] angeles
[430] reception
[423] california
[420] tonight
[418] well
[416] ovation

Top Words in Tweet in G4:
[953] #vaxlive
[542] glblctzn
[499] concert
[260] saturday
[234] miss
[224] don
[220] #glamfam
[220] edition
[220] jlobeauty
[220] #jlobeauty

Top Words in Tweet in G5:
[443] #vaxlive
[432] selena
[402] gomez
[259] looks
[245] tonight
[243] hosting
[242] stunning
[48] concert
[44] jennifer
[44] lopez

Top Words in Tweet in G6:
[224] #vaxlive
[36] selena
[30] harry
[29] design
[28] #princeharry
[28] contact
[27] #mareofeasttown
[24] #mondaythoughts
[23] prince
[22] concert

Top Words in Tweet in G7:
[99] #vaxlive
[49] #eddievedder
[45] pluralone1
[42] glblctzn
[38] eddie
[36] #joshklinghoffer
[36] orgmusiclabel
[33] pearljam
[29] vedder
[29] #pluralone

Top Words in Tweet in G8:
[134] selena
[121] gomez
[116] #vaxlive
[43] wydarzenia
[33] charytatywnego
[33] maja
[24] razem
[24] podczas
[23] pozując
[20] jennifer

Top Words in Tweet in G9:
[41] #vaxlive
[18] concert
[14] start
[12] #nuremberg2
[9] latimes
[8] first
[8] angeles
[7] 20
[7] 000
[7] people

Top Words in Tweet in G10:
[58] เป
[58] ะ
[58] ร
[29] ภาพล
[29] าส
[29] ดของ
[29] selena
[29] gomez
[29] ในงาน
[29] #vaxlive

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[5823] selena,gomez
[4296] prince,harry
[1546] #vaxlive,concert
[1293] gomez,#vaxlive
[1125] #princeharry,#vaxlive
[1082] jennifer,lopez
[1048] harry,#vaxlive
[1003] global,citizen
[937] standing,ovation
[916] sofi,stadium

Top Word Pairs in Tweet in G1:
[4830] selena,gomez
[1205] gomez,#vaxlive
[618] stage,#vaxlive
[570] sofi,stadium
[554] gomez,stage
[547] jennifer,lopez
[507] #vaxlive,concert
[475] concierto,#vaxlive
[475] hosting,#vaxlive
[425] #vaxlive,sofi

Top Word Pairs in Tweet in G2:
[2675] prince,harry
[1024] #princeharry,#vaxlive
[731] harry,#vaxlive
[509] #vaxlive,#princeharry
[495] global,citizen
[485] standing,ovation
[436] #vaxlive,concert
[420] royal,family
[416] vax,live
[372] live,concert

Top Word Pairs in Tweet in G3:
[1416] prince,harry
[416] standing,ovation
[414] reaction,prince
[414] harry,california
[414] california,#vaxlive
[414] #vaxlive,really
[414] really,something
[414] something,somehow
[414] somehow,doubt
[414] doubt,anyone

Top Word Pairs in Tweet in G4:
[436] #vaxlive,concert
[228] glblctzn,#vaxlive
[223] don,miss
[222] miss,#vaxlive
[220] #glamfam,glblctzn
[220] glblctzn,edition
[220] edition,don
[220] concert,saturday
[220] saturday,jlobeauty
[220] jlobeauty,#jlobeauty

Top Word Pairs in Tweet in G5:
[402] selena,gomez
[258] gomez,looks
[243] hosting,#vaxlive
[243] #vaxlive,tonight
[242] looks,stunning
[242] stunning,hosting
[44] jennifer,lopez
[37] gomez,#vaxlive
[35] glblctzn,#vaxlive
[34] lopez,selena

Top Word Pairs in Tweet in G6:
[26] #vaxlive,#mareofeasttown
[18] selena,gomez
[18] prince,harry
[13] #mondaythoughts,#mondaymotivaton
[13] tired,finding
[13] finding,glamorous
[13] glamorous,exterior
[13] exterior,design
[13] design,contact
[13] contact,#exteriordesign

Top Word Pairs in Tweet in G7:
[29] eddie,vedder
[23] glblctzn,#vaxlive
[19] global,citizen
[18] #joshklinghoffer,#pluralone
[16] pluralone1,pearljam
[16] josh,klinghoffer
[15] jk,pluralone1
[15] #eddievedder,orgmusiclabel
[13] pluralone1,eddie
[13] #joshklinghoffer,#eddievedder

Top Word Pairs in Tweet in G8:
[121] selena,gomez
[43] wydarzenia,#vaxlive
[33] charytatywnego,wydarzenia
[33] #vaxlive,maja
[26] gomez,#vaxlive
[19] jennifer,lopez
[16] gomez,jennifer
[15] lopez,pozując
[15] pozując,razem
[15] razem,za

Top Word Pairs in Tweet in G9:
[14] concert,start
[7] 20,000
[7] 000,people
[7] people,sofi
[7] sofi,stadium
[7] stadium,first
[7] first,large
[7] large,scale
[7] scale,concert
[7] start,pandemic

Top Word Pairs in Tweet in G10:
[29] ภาพล,าส
[29] าส,ดของ
[29] ดของ,selena
[29] selena,gomez
[29] gomez,ในงาน
[29] ในงาน,#vaxlive
[29] #vaxlive,เป
[29] เป,นงานท
[29] นงานท,จ
[29] จ,ดเพ

Top Replied-To
Top Replied-To in Entire Graph:
@selenagomez
@nomzamombatha
@chrissgardner
@glblctznimpact
@mattdonnelly
@chrisshipitv
@foofighters
@royal_suitor
@nottslive
@jlo

Top Replied-To in G1:
@selenagomez
@foofighters
@jlo
@glblctzn
@jbalvin
@moderna_tx
@popmafias
@banana0012345
@chrissyteigen

Top Replied-To in G2:
@nomzamombatha
@chrissgardner
@glblctznimpact
@mattdonnelly
@royal_suitor
@chrisshipitv
@nottslive
@people
@emilyvaldezknx
@ddarveyy

Top Replied-To in G3:
@chrissgardner
@regina74
@billinbrighouse
@etcanada
@gomezshoax

Top Replied-To in G4:
@selenagomez
@things_royal
@sanchezcastejon
@sichovin
@g20
@nobleman000
@hellomarnal
@jackiejfrancois
@linda_hazlett
@g20org

Top Replied-To in G9:
@glblctzn
@abc
@chrisshipitv
@bbcnorthamerica

Top Mentioned
Top Mentioned in Entire Graph:
@glblctzn
@selenagomez
@jlo
@jlobeauty
@cbsla
@jbalvin
@potus
@foofighters
@pearljam
@sgbrasil

Top Mentioned in G1:
@selenagomez
@glblctzn
@jlo
@jbalvin
@foofighters
@sgbrasil
@hermusicx
@pearljam
@jlobeauty
@etnow

Top Mentioned in G2:
@glblctzn
@cbsla
@sofistadium
@srbachchan
@selenagomez
@jlo
@knx1070
@etnow
@foofighters
@joebiden

Top Mentioned in G3:
@jbalvin
@glblctzn
@cbsla
@potus
@selenagomez
@sofistadium
@ktla
@chrissgardner
@moderna_tx
@who

Top Mentioned in G4:
@glblctzn
@jlobeauty
@potus
@borisjohnson
@secblinken
@regsprecher
@palazzo_chigi
@moderna_tx
@eucouncil
@g20org

Top Mentioned in G5:
@glblctzn
@hungvanngo
@jbalvin
@selenagomez

Top Mentioned in G7:
@pluralone1
@glblctzn
@orgmusiclabel
@pearljam
@knx1070
@xopublicity
@emilyvaldezknx
@foofighters
@haileybwinslow
@jlo

Top Mentioned in G8:
@selenafanclub
@selenagomez
@glblctzn

Top Mentioned in G9:
@latimes
@thetimes
@selenagomez
@potus
@vp
@speakerpelosi
@senschumer
@deadlinewh
@arimelber
@msnbc

Top Tweeters
Top Tweeters in Entire Graph:
@oldlady12345
@filafresh
@rashidaldosari
@s9tmt
@mroopchand143
@smilingbluedog
@7b73f39b85e1415
@joleonbusby
@sddphoto
@ligayaloyola

Top Tweeters in G1:
@oldlady12345
@mroopchand143
@chilhon2016lap
@selsrechebay
@steinfeldpride
@angels_xr
@selenexol
@sshibon
@elizabethtoni
@carito_rbd

Top Tweeters in G2:
@s9tmt
@ligayaloyola
@chuddles11
@lizditz
@marthalynneowe1
@gracemurphy2
@wildwalkerwoman
@sallyrmelb
@guardian
@demetsbuttrfly

Top Tweeters in G3:
@rashidaldosari
@7b73f39b85e1415
@joleonbusby
@sddphoto
@itseffinjas
@allchanges
@sandradunn1955
@politicalbee
@frecklesxx20
@brontyman

Top Tweeters in G4:
@filafresh
@dailystar
@viralvideovlogs
@lisaisaflop
@alaskarebel
@realmotel
@beatbymariahb
@radfinch
@muayvipz
@gual89

Top Tweeters in G5:
@gleekamber
@itswisnu
@ashieyysuxx
@ari_ashely2
@marymix1999
@morbeen4444
@pleasebbmine
@flickerniall93
@hyunmoon_
@hadidsxskriver

Top Tweeters in G6:
@flashbloglive
@iutruthtellers
@brownsugar7878
@angie_rejoineu
@digitaljournal
@qsteph
@arynewsofficial
@aleebabee
@krisbiangomez
@simplytasha08

Top Tweeters in G7:
@ideate_vision
@mellowslinkyb
@drivingrl
@zepper20
@patrizesyra
@mominleftfield
@radiochio
@grungyglamorous
@ersi_angelidou
@flowstate_photo

Top Tweeters in G8:
@vulnerablexgirl
@darkskybizzle
@unicooornx1
@selinarkax
@xxwdbhgx
@syllwiapl
@selgomeznewspl
@bieberyour_life
@xmadparker
@dixieslash

Top Tweeters in G9:
@le_parisien
@nytimes
@foxnews
@washingtonpost
@latimes
@abc
@nbcnews
@cbsnews
@detroitnews
@miamiherald

Top Tweeters in G10:
@butter2610
@_jjeanjeen
@dmeishappy_
@myyouth_p
@forever_wu
@fahsps__
@aordora_kr
@jisungbauxitex
@dd_dle
@ggganyarat