crimsonhexagon, Twitter, 3/15/2023 4:36:31 AM, 291218


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crimsonhexagon_2023-03-14_21-22-40.xlsx
crimsonhexagon_2023-03-14_21-22-40.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 15, 2023
Short Description:
crimsonhexagon via NodeXL https://bit.ly/40cqd0V
@nowyouknowconf
@mysolalisa0327
@brandwatch
@blinksgraphics
@intelblackpink
@reportconsult
@codernotesbot
@zsinein
@blackpinkbrasil
@fentystats

Top hashtags:
#blackpink
#coachella
#childishgambino
#billieeilish

Description:
Description
The graph represents a network of 4,552 Twitter users whose recent tweets contained "crimsonhexagon", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/14/2023 5:00:36 PM. The network was obtained from Twitter on Wednesday, 15 March 2023 at 04:25 UTC.

The tweets in the network were tweeted over the 2434-day, 5-hour, 23-minute period from Thursday, 28 April 2016 at 16:10 UTC to Tuesday, 27 December 2022 at 21:33 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

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 : 4552
Unique Edges : 4423
Edges With Duplicates : 2788
Total Edges : 7211
Number of Edge Types : 9
Retweet : 4227
MentionsInRetweet : 1095
Mentions : 662
Replies to : 243
MentionsInReplyTo : 448
Quote : 198
Tweet : 262
MentionsInQuoteReply : 26
MentionsInQuote : 50
Self-Loops : 346
Reciprocated Vertex Pair Ratio : 0.0119070119070119
Reciprocated Edge Ratio : 0.0235338064998132
Connected Components : 82
Single-Vertex Connected Components : 32
Maximum Vertices in a Connected Component : 4242
Maximum Edges in a Connected Component : 6280
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 2.814762
Graph Density : 0.000258445680452625
Modularity : 0.483703
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 4,552 Twitter users whose recent tweets contained "crimsonhexagon", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/14/2023 5:00:36 PM. The network was obtained from Twitter on Wednesday, 15 March 2023 at 04:25 UTC.

The tweets in the network were tweeted over the 2434-day, 5-hour, 23-minute period from Thursday, 28 April 2016 at 16:10 UTC to Tuesday, 27 December 2022 at 21:33 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
Graph Term : crimsonhexagon
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:
[175] https://twitter.com/NowYouKnowConf/status/1117901522409365504
[46] https://twitter.com/NowYouKnowConf/status/1125429019552440320
[24] https://www.brandwatch.com/blog/#from-ch
[22] https://web.archive.org/web/20190423104917/https://www.crimsonhexagon.com/the-crimson-post/
[14] https://www.forbes.com/sites/kimberlywhitler/2018/12/01/annual-predictions-for-marketers-from-ai-to-politics-to-augmented-intelligence-to-orchestration/#329b61de5dd2
[12] https://www.crimsonhexagon.com/the-crimson-post/k-pop-girl-group-blackpink-steals-spotlight-coachella/
[12] https://twitter.com/CrimsonHexagon/status/1117901522409365504?s=19
[11] https://twitter.com/vidsoflisa/status/1116914507966746624/video/1
[8] https://twitter.com/nxdiiaa/status/1117905578372816902/photo/1
[8] https://www.talkwalker.com/

Top URLs in Tweet in G1:
[100] https://twitter.com/NowYouKnowConf/status/1117901522409365504
[11] https://twitter.com/NowYouKnowConf/status/1125429019552440320
[8] https://www.crimsonhexagon.com/blog/what-is-emoji-analysis/
[8] https://www.crimsonhexagon.com/blog/using-affinities-influencer-identification/
[7] https://www.crimsonhexagon.com/blog/soda-fountain-of-youth/
[7] https://www.crimsonhexagon.com/blog/data-behind-viral-marketing-events/
[6] https://www.crimsonhexagon.com/blog/the-modernization-of-makeup-advertising/
[6] https://www.crimsonhexagon.com/blog/what-is-sentiment-analysis/
[6] https://www.crimsonhexagon.com/blog/always-on-the-move/
[6] https://www.crimsonhexagon.com/blog/three-types-of-brand-crisis/

Top URLs in Tweet in G2:
[2] https://twitter.com/BTSJung20837660/status/1118050079418380288/photo/1
[2] https://twitter.com/vidsoflisa/status/1116914507966746624/video/1
[1] https://www.brandwatch.com/#from-ch
[1] https://www.brandwatch.com/blog/#from-ch

Top URLs in Tweet in G3:
[63] https://twitter.com/NowYouKnowConf/status/1117901522409365504
[9] https://twitter.com/vidsoflisa/status/1116914507966746624/video/1
[8] https://twitter.com/nxdiiaa/status/1117905578372816902/photo/1
[5] https://www.brandwatch.com/blog/#from-ch
[5] https://twitter.com/CrimsonHexagon/status/1117901522409365504?s=19
[4] https://twitter.com/VegaYuliiana/status/1117904821242122240/photo/1
[4] https://www.crimsonhexagon.com/the-crimson-post/k-pop-girl-group-blackpink-steals-spotlight-coachella/
[4] https://twitter.com/t33nag3riOt/status/1117927776718180352/photo/1
[3] https://twitter.com/EncodePink/status/1117906801322651649/photo/1
[3] https://twitter.com/M_Lp98/status/1117905533325934593/photo/1

Top URLs in Tweet in G4:
[2] https://twitter.com/CrimsonHexagon/status/1133390161813868544/photo/1
[2] https://www.youtube.com/watch?v=3TrlPJOSmnM&feature=youtu.be

[2] https://twitter.com/KelvinJonck/status/1240249066770096128/photo/1
[2] https://twitter.com/jonnycp/status/1141434487894659073/photo/1
[2] https://youknow.co.za/2019/06/11/running-out-of-ideas-and-time-for-fathers-day/
[1] https://twitter.com/candicegoodman/status/1176760907256475648/photo/1
[1] https://brnw.ch/2O5EVGS
[1] https://twitter.com/Brandwatch/status/1172091774304772096/photo/1
[1] https://brnw.ch/2IYTC8A
[1] https://twitter.com/CrimsonHexagon/status/1149320972417359872/photo/1

Top URLs in Tweet in G5:
[2] https://web.archive.org/web/20190423104917/https://www.crimsonhexagon.com/the-crimson-post/
[1] https://web.archive.org/web/20190423104748/https://www.crimsonhexagon.com/the-crimson-post/k-pop-girl-group-blackpink-steals-spotlight-coachella/
[1] https://twitter.com/jeonDM__/status/1516834648781094912

Top URLs in Tweet in G6:
[1] https://www.brandwatch.com/blog/#from-ch

Top URLs in Tweet in G7:
[1] https://venturefizz.com/career-forward-hottest-jobs-boston-tech?utm_content=buffer7972a&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://venturefizz.com/career-forward-hottest-jobs-boston-tech?utm_content=buffer0ac5a&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://venturefizz.com/career-forward-hottest-jobs-boston-tech?utm_content=buffer950e6&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://venturefizz.com/career-forward-hottest-jobs-boston-tech?utm_content=bufferee013&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://venturefizz.com/career-forward-hottest-jobs-boston-tech?utm_content=buffer97d96&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://venturefizz.com/career-forward-hottest-jobs-boston-tech?utm_content=buffer0e59b&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://venturefizz.com/career-forward-hottest-jobs-boston-tech?utm_content=buffere1c39&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://venturefizz.com/career-forward-hottest-jobs-boston-tech?utm_content=bufferd8b9b&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://venturefizz.com/career-forward-hottest-jobs-boston-tech?utm_content=buffer2fdbc&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://venturefizz.com/career-forward-hottest-jobs-boston-tech?utm_content=bufferd13df&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G8:
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=231889
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230353
[4] https://twitter.com/biconnections/status/1157716811359670273/photo/1
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=233549
[2] https://medium.com/bitbns/nrg-contest-on-bitbns-5c1dbec9cee1
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=231319
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230962
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230668
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=232962
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=236432

Top URLs in Tweet in G9:
[35] https://twitter.com/NowYouKnowConf/status/1125429019552440320

Top URLs in Tweet in G10:
[4] https://www.brandwatch.com/blog/#from-ch
[3] https://www.crimsonhexagon.com/the-crimson-post/k-pop-girl-group-blackpink-steals-spotlight-coachella/
[2] https://www.crimsonhexagon.com/blog/audience/when-a-brand-crisis-hits-the-headlines-how-deep-is-its-impact/
[2] https://app.ens.domains/
[2] https://twitter.com/IntelBLACKPINK/status/1117929273531064320/photo/1
[2] https://twitter.com/KelvinJonck/status/1240249066770096128/photo/1
[1] https://www.brandwatch.com/p/crimson-hexagon-help-resources/?/hc/en-us/articles/360041879691-Key-Differences-BCR-for-ForSight-users
[1] https://twitter.com/ErikaKlotz/status/1126203921016524801/photo/1
[1] https://www.linkedin.com/feed/update/urn:li:share:6728314742387032064
[1] https://www.brandwatch.com/p/sentiment-analysis/?utm_source=google&utm_medium=cpc&utm_campaign=sentiment-analysis&_bt=346091174100&_bk=%2Bsocial%20%2Bsentiment%20%2Banalysis&_bm=b&_bn=g&_bg=66619166582&gclid=Cj0KCQjwlvT8BRDeARIsAACRFiUozKuwKzM9IY0-U7iZm1QqURdIczZUCllcuvOC7iY9kuLuiVIc2DcaAnmGEALw_wcB

Top Domains
Top Domains in Tweet in Entire Graph:
[598] twitter.com
[144] crimsonhexagon.com
[75] brandwatch.com
[35] nodexlgraphgallery.org
[30] paper.li
[29] archive.org
[22] venturefizz.com
[16] forbes.com
[8] talkwalker.com
[8] sproutsocial.com

Top Domains in Tweet in G1:
[264] twitter.com
[130] crimsonhexagon.com
[38] brandwatch.com
[2] skift.com
[2] marketingdive.com
[1] t.co
[1] buffer.com
[1] adage.com
[1] cnbc.com
[1] businessinsider.com

Top Domains in Tweet in G2:
[4] twitter.com
[2] brandwatch.com

Top Domains in Tweet in G3:
[128] twitter.com
[5] brandwatch.com
[4] crimsonhexagon.com

Top Domains in Tweet in G4:
[56] twitter.com
[10] brandwatch.com
[3] brnw.ch
[2] youtube.com
[2] co.za
[2] reportconsultant.com
[1] archive.org
[1] linkedin.com
[1] marketexpert24.com
[1] qurateresearch.com

Top Domains in Tweet in G5:
[3] archive.org
[1] twitter.com

Top Domains in Tweet in G6:
[1] brandwatch.com

Top Domains in Tweet in G7:
[22] venturefizz.com

Top Domains in Tweet in G8:
[35] nodexlgraphgallery.org
[8] twitter.com
[2] medium.com
[1] co.uk

Top Domains in Tweet in G9:
[35] twitter.com

Top Domains in Tweet in G10:
[9] twitter.com
[6] crimsonhexagon.com
[6] brandwatch.com
[2] linkedin.com
[2] ens.domains
[1] instagram.com
[1] lefigaro.fr

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3072] blackpink
[3012] coachella
[2964] childishgambino
[2964] billieeilish
[75] metgala
[56] bostontech
[42] ai
[42] bts
[40] harrystyles
[40] rihanna



Top Hashtags in Tweet in G1:
[2725] blackpink
[2715] coachella
[2708] childishgambino
[2708] billieeilish
[41] bts
[36] metgala
[36] harrystyles
[36] rihanna
[35] zendaya
[35] aoc

Top Hashtags in Tweet in G2:
[101] blackpink
[100] coachella
[100] childishgambino
[100] billieeilish
[1] blackpinkincoachella
[1] lisa

Top Hashtags in Tweet in G3:
[167] blackpink
[131] coachella
[122] childishgambino
[122] billieeilish
[10] lisa
[10] jisoo
[10] jennie
[6] rosé
[6] blackpinkxcoachella_d1
[4] lalisa

Top Hashtags in Tweet in G4:
[20] nykconf
[12] covid19
[10] crimsonhexagon
[6] sociallistening
[5] adweekchat
[5] socialmedia
[4] brandwatchsquad
[4] nunafamily
[3] boolean
[3] data

Top Hashtags in Tweet in G5:
[6] blackpink
[5] coachella
[5] childishgambino
[5] billieeilish

Top Hashtags in Tweet in G6:
[15] blackpink
[14] coachella
[14] childishgambino
[14] billieeilish

Top Hashtags in Tweet in G7:
[56] bostontech
[15] careerforward
[12] job

Top Hashtags in Tweet in G8:
[22] coding
[22] datascience
[22] ai
[22] machinelearning
[14] cesblackout
[14] ces2018
[8] 100daysofmlcode
[2] abharkoijeetage
[2] everyonewillwinnow
[2] blockchain

Top Hashtags in Tweet in G9:
[38] metgala
[4] harrystyles
[4] rihanna
[4] zendaya

Top Hashtags in Tweet in G10:
[8] crimsonhexagon
[4] brandwatch
[3] blackpink
[3] ai
[2] socialmedia
[1] coachella
[1] childishgambino
[1] billieeilish
[1] nykconf
[1] nyk2019

Top Words
Top Words in Tweet in Entire Graph:
[3668] crimsonhexagon
[3110] artists
[3072] #blackpink
[3012] #coachella
[2977] weekend
[2973] first
[2970] th
[2964] #billieeilish
[2964] #childishgambino
[2964] recap

Top Words in Tweet in G1:
[2877] crimsonhexagon
[2725] #blackpink
[2715] #coachella
[2711] weekend
[2709] first
[2709] artists
[2708] #billieeilish
[2708] #childishgambino
[2708] recap
[2708] receiving

Top Words in Tweet in G2:
[660] ส
[344] blackpink
[337] coachella
[332] ว
[332] า
[330] 77
[330] ระบ
[330] ปดาห
[330] crimson
[330] ลจาก

Top Words in Tweet in G3:
[350] blackpink
[222] crimsonhexagon
[167] #blackpink
[161] fanbase
[161] strong
[161] already
[161] cheered
[142] coachella
[131] #coachella
[127] first

Top Words in Tweet in G4:
[181] crimsonhexagon
[114] brandwatch
[49] social
[39] data
[24] britopian
[23] media
[21] analytics
[20] #nykconf
[19] more
[19] intelligence

Top Words in Tweet in G5:
[141] artists
[137] crimson
[137] hexagon
[136] 2019
[136] measured
[136] online
[136] known
[136] brandwatch
[136] check
[136] fact

Top Words in Tweet in G6:
[57] buzz
[57] final
[57] crimsonhexagon
[57] primeiro
[57] mais
[43] blackpinkbrasil
[42] receberam
[42] foram
[42] acordo
[42] artistas

Top Words in Tweet in G7:
[56] #bostontech
[45] top
[38] jobs
[38] featured
[38] cc
[34] venturefizz
[33] forward
[33] career
[26] attivio
[26] workbar

Top Words in Tweet in G8:
[50] docassar
[47] crimsonhexagon
[35] nodexl
[34] 100daysofmlcode
[33] tiiso_j
[29] datazifu
[22] #datascience
[22] #coding
[22] #machinelearning
[22] #ai

Top Words in Tweet in G9:
[38] #metgala
[35] rihanna
[34] discussed
[34] already
[34] despite
[34] being
[34] female
[34] attend
[34] confirmed
[34] artist

Top Words in Tweet in G10:
[8] #crimsonhexagon
[5] social
[5] crimsonhexagon
[4] #brandwatch
[3] #blackpink
[3] hits
[3] brandwatch
[3] brand
[3] interesting
[3] #ai

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2965] first,weekend
[2965] weekend,#coachella
[2964] #billieeilish,artists
[2964] #coachella,#blackpink
[2964] artists,receiving
[2964] #blackpink,#childishgambino
[2964] #childishgambino,#billieeilish
[2964] recap,first
[2963] crimsonhexagon,recap
[2962] receiving,th

Top Word Pairs in Tweet in G1:
[2709] first,weekend
[2709] weekend,#coachella
[2708] #childishgambino,#billieeilish
[2708] artists,receiving
[2708] recap,first
[2708] #blackpink,#childishgambino
[2708] #billieeilish,artists
[2708] #coachella,#blackpink
[2707] receiving,th
[2707] crimsonhexagon,recap

Top Word Pairs in Tweet in G2:
[330] แรกระหว,างว
[330] มากท,ส
[330] ลจาก,crimson
[330] ส,ปดาห
[330] ข,อม
[330] ปดาห,แรกระหว
[330] blackpink,ได
[330] ขโมยความสนใจได,ถ
[330] hexagon,ระบ
[330] ส,ดในงาน

Top Word Pairs in Tweet in G3:
[161] strong,fanbase
[161] fanbase,cheered
[161] already,strong
[161] cheered,blackpink
[125] steals,spotlight
[125] spotlight,coachella
[123] blackpink,steals
[123] info,190416
[123] 190416,blackpink
[123] coachella,already

Top Word Pairs in Tweet in G4:
[52] brandwatch,crimsonhexagon
[17] crimsonhexagon,brandwatch
[15] social,media
[13] vp,analytics
[13] power,user
[13] crimsonhexagon,power
[12] data,regarding
[12] #covid19,hashtags
[12] hashtags,topics
[12] social,way

Top Word Pairs in Tweet in G5:
[137] crimson,hexagon
[136] brandwatch,measured
[136] fact,check
[136] known,brandwatch
[136] check,2019
[136] 2019,crimson
[136] measured,artists
[136] artists,talked
[136] talked,online
[136] hexagon,known

Top Word Pairs in Tweet in G6:
[57] primeiro,final
[42] crimsonhexagon,meninas
[42] blackpinkbrasil,acordo
[42] artistas,mais
[42] receberam,buzz
[42] meninas,foram
[42] acordo,crimsonhexagon
[42] mais,receberam
[42] buzz,primeiro
[42] foram,artistas

Top Word Pairs in Tweet in G7:
[33] career,forward
[26] workbar,attivio
[23] 2019,featured
[23] latest,career
[23] jobs,august
[23] top,#bostontech
[23] #bostontech,jobs
[23] featured,latest
[23] august,2019
[23] attivio,imprivata

Top Word Pairs in Tweet in G8:
[35] crimsonhexagon,nodexl
[30] nodexl,docassar
[22] docassar,crimsonhexagon
[22] #datascience,#ai
[22] #ai,#machinelearning
[16] docassar,datazifu
[15] top,hashtags
[15] #coding,#datascience
[14] hashtags,#cesblackout
[14] #cesblackout,#ces2018

Top Word Pairs in Tweet in G9:
[34] attend,rihanna
[34] despite,being
[34] artist,already
[34] confirmed,attend
[34] discussed,female
[34] rihanna,discussed
[34] being,confirmed
[34] female,artist
[34] already,#metgala
[33] fentystats,despite

Top Word Pairs in Tweet in G10:
[4] #brandwatch,#crimsonhexagon
[2] 2013,brand
[2] brand,crisis
[2] hits,headlines
[2] 05,13
[2] deep,impact
[2] tennis,audience
[2] crisis,hits
[2] 13,2013
[2] crimsonhexagon,eth

Top Replied-To
Top Replied-To in Entire Graph:
@joelvillarini
@adbaint
@rkiveast
@brandwatch
@kudzayikanyama
@manobanbitchess
@ygofficialblink

Top Replied-To in G1:
@abgoldberg
@charliesaidthat
@content_matthew
@alrightavenue
@jisoosbloodline
@dropletdew1

Top Replied-To in G3:
@ygofficialblink
@bpbillboard
@lecho0o
@thotbottt
@ileanisb
@loveforpinks
@uf0s8mycat

Top Replied-To in G4:
@kudzayikanyama
@brandwatch
@britopian
@jimmyrey
@mrmattanderson
@art2gee
@chbarli
@jen_boyles

Top Replied-To in G5:

Top Replied-To in G6:

Top Replied-To in G8:
@ismailfahmi
@dennyja_world

Top Replied-To in G9:

Top Mentioned
Top Mentioned in Entire Graph:
@blinksgraphics
@intelblackpink
@brandwatch
@ygofficialblink
@blackpinkbrasil
@with_jennie
@venturefizz
@docassar

Top Mentioned in G1:
@brandwatch
@postmates
@camila_cabello
@dmexco
@c_kahler
@britopian
@uswnt
@gameofthrones
@hallandpartners

Top Mentioned in G2:
@intelblackpink
@lalifoxy27
@afteriknowyou

Top Mentioned in G3:
@intelblackpink
@ygofficialblink
@with_jennie
@ultlalisasm
@chartsblackpink
@blackpinkfroff
@lalifoxy27
@nxdiiaa
@lilogurl88

Top Mentioned in G4:
@brandwatch
@britopian
@googletrends
@kelvinjonck
@joodoo9
@stitchfix
@hootsuite
@audienseco
@jonnycp

Top Mentioned in G5:
@blinksgraphics
@lisamylovee_

Top Mentioned in G6:
@blackpinkbrasil
@portalblackpink
@ygofficialblink
@intelblackpink

Top Mentioned in G7:
@venturefizz
@workbar
@attivio
@imprivata
@cybereason
@snyksec
@thrivehive
@getcozykin

Top Mentioned in G8:
@docassar
@100daysofmlcode
@datazifu
@dataz
@biconnections
@deniscasther
@datasci
@codernotesbot

Top Mentioned in G9:
@fentystats

Top Mentioned in G10:
@c_coolidge

Top Tweeters
Top Tweeters in Entire Graph:
@soslalisa
@zsinein
@evankirstel
@mybooabilnk
@lyrmc
@barrow_hatolili
@rvp
@ensbot
@codernotesbot
@gabbariele

Top Tweeters in G1:
@lyrmc
@barrow_hatolili
@fleorvm
@unamenotvalid
@gyeomn97
@keropbi
@melaaans
@year2n
@_viphii
@d_wang36

Top Tweeters in G2:
@bpjjrllove
@lalamisawadee
@ininmbx2
@gnatjsxjn
@forgetmenot_327
@lili_engeng
@jljr_bp
@tqqbpxxt
@illiiiisaililii
@jssxxx

Top Tweeters in G3:
@mybooabilnk
@maria01240860
@beelisamnb
@jensetter00
@matzee_aim
@potszypot
@nobodynocrm
@tjnis
@jlv9597
@beulpinglove

Top Tweeters in G4:
@taieb_bot
@hootsuite_help
@2bftawfik
@mtv
@luisb
@lllloyd1
@google
@earriagada
@__nca
@thatchristinag

Top Tweeters in G5:
@zsinein
@etherealpinkse
@snowwolf1_
@rio07037086
@hottiejnk
@stefanninarra2
@blackpinkgg2567
@mynspeedup
@saball_lourdes
@capybarapinks

Top Tweeters in G6:
@soslalisa
@filterjimix
@tayiwor
@lisoocr
@blinkbpboy
@wgonastar
@c_fairy03
@withoutcologne
@iamok098
@dhiegoallvez

Top Tweeters in G7:
@mattliptak
@venturefizz
@moo
@oreillymedia
@drizly
@loseit
@ifraserellis
@irobot
@workbar
@drift

Top Tweeters in G8:
@rvp
@codernotesbot
@rstatstweet
@biconnections
@west_africaine
@datasciencebot_
@machine_ml
@rstats4ds
@hnshah
@fadlizon

Top Tweeters in G9:
@xeauxeau
@adrianalrb
@pleasebbmine
@xomysticxo
@messylola21
@thebadgaldj
@deerun88
@yupuknothiss
@rihdekum
@boynhevi

Top Tweeters in G10:
@ensbot
@gabbariele
@c_coolidge
@sramana
@1mby1m
@zuzudotai
@outrojean
@theuseven
@sbhtndvcgl
@bethchiasson


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