ngss, Twitter, 8/3/2021 2:41:01 PM, 259485


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ngss_2021-08-02_23-09-45.xlsx
ngss_2021-08-02_23-09-45.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 03, 2021
Short Description:
ngss via NodeXL https://bit.ly/3CdJu71
@ngssphenomena
@officialngss
@stemteachtools
@ngss_tweeps
@bahcesehir_k12
@xeno_lith
@philiplbell
@rvccngss
@openscied
@nsta

Top hashtags:
#ngss
#ngsschat
#stem
#scied
#science
#nsta
#stemeducation
#edtech
#openscied

Description:
Description
The graph represents a network of 4,883 Twitter users whose tweets in the requested range contained "ngss", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 03 August 2021 at 06:22 UTC.

The requested start date was Tuesday, 03 August 2021 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 77-day, 0-hour, 52-minute period from Monday, 17 May 2021 at 22:39 UTC to Monday, 02 August 2021 at 23:31 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 : 4883
Unique Edges : 3212
Edges With Duplicates : 11636
Total Edges : 14848
Number of Edge Types : 5
Retweet : 4338
MentionsInRetweet : 5440
Replies to : 921
Mentions : 1959
Tweet : 2190
Self-Loops : 2225
Reciprocated Vertex Pair Ratio : 0.0488910474340295
Reciprocated Edge Ratio : 0.0932242630035499
Connected Components : 708
Single-Vertex Connected Components : 333
Maximum Vertices in a Connected Component : 2470
Maximum Edges in a Connected Component : 9518
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.224217
Graph Density : 0.000271783746216149
Modularity : 0.399271
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 4,883 Twitter users whose tweets in the requested range contained "ngss", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 03 August 2021 at 06:22 UTC.

The requested start date was Tuesday, 03 August 2021 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 77-day, 0-hour, 52-minute period from Monday, 17 May 2021 at 22:39 UTC to Monday, 02 August 2021 at 23:31 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 : GraphServerTwitterSearch
Graph Term : ngss
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:
[38] https://peing.net/ja/masamasa_ngss?p=auto&utm_source=twitter&utm_medium=timeline&utm_campaign=auto_recruitment
[25] http://stemteachingtools.org/brief/58
[23] https://twitter.com/matthiasmeisner/status/1409075188097036294
[16] https://www.inqits.com/
[15] https://www.bluestudios.io/links
[13] https://docs.google.com/drawings/d/1d2JLcGO216KOEyK10Rp_mXcR2zhCgnp9LYTm8DoeZh8/preview
[10] http://stellapollard.com/presentations
[9] https://www.ngsnavigators.com/podcast
[8] http://stemteachingtools.org/brief/32
[8] https://nextgenstemconference.org/

Top URLs in Tweet in G1:
[24] http://stemteachingtools.org/brief/58
[9] https://www.ngsnavigators.com/podcast
[8] http://stemteachingtools.org/brief/32
[6] https://www.ngsnavigators.com/blog/070
[6] https://patbrownedu.com/the-benefits-of-explore-before-explain-teaching/
[6] https://forms.gle/5S3ERDsWN5xzPuZ69
[5] https://edreports.org/resources/article/critical-features-of-instructional-materials-design-for-todays-science-standards?utm_medium=organic&utm_source=twitter&utm_campaign=nextgenscience-resource-july-2021
[5] https://www.nextgenscience.org/resources/examples-quality-ngss-design
[5] https://drive.google.com/file/d/1mTxg3K9SBlTRlRhXM9PU42pYRskXmcQG/view?usp=sharing
[5] https://www.colorado.edu/program/inquiryhub/curricula/inquiryhub-chemistry

Top URLs in Tweet in G2:
[3] https://river-runner.samlearner.com/
[2] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41558-021-01077-8.epdf%3Fsharing_token%3DehCcODVDENhTTukglLZvrdRgN0jAjWel9jnR3ZoTv0MHbPaTLquRPXfAdXV2azSs0ynMBybp4vZoXVcyaozcC0GYfe-V9r65BONuNASRFNmeFVL8xRkWaYd_58mW8XqBP8B5RNAopMSgatqD8Ga_zVRhA1x8zFyQ7armKRSb1pFHv9QLqIEpE1_tdI6SaoXDY4ElsXHU-hD5sQad5bh2yA
[1] https://www.ngssphenomena.com/ourvoice/2020/3/20/sciencenotebooking
[1] https://www.sciencealert.com/how-much-does-all-the-sars-cov-2-in-the-world-weigh
[1] https://twitter.com/cbsnews/status/1405970217344409607
[1] https://twitter.com/usatoday/status/1414248477123612680
[1] https://twitter.com/nytimes/status/1415106286140731392
[1] https://twitter.com/i/web/status/1410714241267494914
[1] https://static.nsta.org/ngss/resources/MatrixForK-12ProgressionOfScienceAndEngineeringPracticesInNGSS.8.14.14.pdf
[1] https://twitter.com/rainmaker1973/status/1406316945566208005

Top URLs in Tweet in G3:
[8] https://nextgenstemconference.org/
[3] https://www.instagram.com/accounts/login/
[3] http://ifttt.com/images/no_image_card.png
[2] https://highschool.southwindsorschools.org/news/what_s_new/messages_from_the_principal
[2] https://tems.southwindsorschools.org/parents_and_students/news_and_announcements/what_s_new/s_b_a_c
[2] https://www.newswire.com/news/research-shows-teachers-and-students-transform-attitudes-about-21406285
[2] https://t.tiktok.com/i18n/share/video/6973628770884537601/?_d=secCgYIASAHKAESMgowE%2BPg1f%2BmMwBKjuYTN%2Fa2thiypXtKdIgWB0UKtKQyd62I6ktlcUhDhdBcIm%2FNgsS%2FGgA%3D&language=ja&mid=6973628682590112513&preview_pb=0®ion=JP&share_app_id=1180&share_item_id=6973628770884537601&share_link_id=03FF9979-191E-42E6-95B9-B2CC4E1E36EF&source=h5_t×tamp=1623676447&tt_from=twitter&u_code=dg1mg7ghf6dlm9&utm_campaign=client_share&utm_medium=ios&utm_source=twitter
[2] https://www.newswire.com/news/review-finds-big-impact-on-teaching-learning-with-knowatom-for-ngss-21410289
[2] https://stemfuse.com:443/request-demo?cid=138
[2] http://xn--millieitim-fpb.com/

Top URLs in Tweet in G4:
[1] https://twitter.com/i/web/status/1409269648160346114
[1] https://twitter.com/i/web/status/1409797705396895745
[1] https://twitter.com/i/web/status/1409233540563226635
[1] https://twitter.com/i/web/status/1409120454544171010
[1] https://twitter.com/i/web/status/1409094957659533315
[1] https://twitter.com/i/web/status/1409209209988788230
[1] https://twitter.com/i/web/status/1409086297407434753
[1] https://twitter.com/i/web/status/1409110609908617218

Top URLs in Tweet in G5:
[3] https://ngss.erasmus.site/
[1] https://twitter.com/i/web/status/1398338883335688192
[1] https://twitter.com/ngssnext/status/1407290364600492035
[1] https://twitter.com/i/web/status/1410691028105977856
[1] https://twitter.com/i/web/status/1410856559165444096
[1] https://twitter.com/i/web/status/1410918015143665664
[1] https://twitter.com/i/web/status/1410856324611649538
[1] https://twitter.com/i/web/status/1410858100953948167

Top URLs in Tweet in G6:
[5] https://www.mag2.com/p/news/499168
[5] https://news.yahoo.co.jp/articles/e17e8419469b59f5902461447fd1a5f8d18f60a2
[3] https://news.yahoo.co.jp/articles/13ffde14952c408de877537571a4260315ba5458
[3] https://news.yahoo.co.jp/articles/2013e7fdae579fa0897f7ca5e0da3d7cd12c0fe1
[2] https://www.youtube.com/watch?v=Uhk7uDYavZ4&feature=youtu.be

[2] https://www.youtube.com/watch?v=PnUsgvNIBrs&feature=youtu.be

[2] https://suzuri.jp/hoshinonozomi?filter_type=on_sale&filter_value=true
[2] https://nordot.app/771370878547771392?c=734312860568666112
[2] https://news.yahoo.co.jp/byline/koudaizumi/20210626-00244834/
[2] https://www.asahi.com/articles/ASP5N6KWMP5NPTIL00R.html

Top URLs in Tweet in G7:
[8] https://twitter.com/matthiasmeisner/status/1409075188097036294
[1] https://twitter.com/i/web/status/1409501206326697986
[1] https://twitter.com/i/web/status/1409457702829445126
[1] https://twitter.com/i/web/status/1409110794625863681

Top URLs in Tweet in G8:
[10] https://twitter.com/matthiasmeisner/status/1409075188097036294
[2] https://twitter.com/MatthiasMeisner/status/1409075188097036294
[1] https://twitter.com/i/web/status/1409140307371962369
[1] https://twitter.com/i/web/status/1409165195159670786
[1] https://twitter.com/i/web/status/1409226604547543040
[1] https://twitter.com/i/web/status/1409144556994678788

Top URLs in Tweet in G9:
[2] https://www.youtube.com/watch?v=m5a3RBPs6xs&feature=youtu.be

[1] https://twitter.com/ludjixboyz/status/1406709445900570630
[1] https://twitter.com/emmanuelmacron/status/1418607786691158016
[1] https://twitter.com/myunclesmemes/status/1419877590983225345
[1] https://twitter.com/northstardoll/status/1414808454569545728
[1] https://twitter.com/raymni_/status/1412463768022536207
[1] https://twitter.com/IOBBBU/status/1359482645982371842
[1] https://twitter.com/nataliecastetz/status/1409218282742292480
[1] https://twitter.com/leparisien_91/status/1398569866030993409
[1] https://twitter.com/rapalert3/status/1399071399373848578

Top Domains
Top Domains in Tweet in Entire Graph:
[684] twitter.com
[79] stemteachingtools.org
[63] google.com
[49] youtube.com
[46] co.jp
[46] bluestudios.io
[38] peing.net
[34] nextgenscience.org
[28] inqits.com
[27] squidbooks.com

Top Domains in Tweet in G1:
[200] twitter.com
[77] stemteachingtools.org
[28] nextgenscience.org
[24] ngsnavigators.com
[18] google.com
[17] edreports.org
[17] nsta.org
[11] wested.org
[8] colorado.edu
[7] youtube.com

Top Domains in Tweet in G2:
[7] twitter.com
[3] samlearner.com
[2] nature.com
[1] ngssphenomena.com
[1] sciencealert.com
[1] nsta.org

Top Domains in Tweet in G3:
[106] twitter.com
[17] yuki-portal.com
[8] nextgenstemconference.org
[6] newswire.com
[5] linkedin.com
[4] southwindsorschools.org
[4] youtube.com
[4] xn--millieitim-fpb.com
[3] instagram.com
[3] sjsu.edu

Top Domains in Tweet in G4:
[8] twitter.com

Top Domains in Tweet in G5:
[7] twitter.com
[3] erasmus.site

Top Domains in Tweet in G6:
[75] twitter.com
[44] co.jp
[21] youtube.com
[7] mainichi.jp
[5] mag2.com
[4] asahi.com
[3] nifty.com
[3] or.jp
[3] youtu.be
[3] 110107.com

Top Domains in Tweet in G7:
[11] twitter.com

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

Top Domains in Tweet in G9:
[9] twitter.com
[2] youtube.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1501] ngss
[310] ngsschat
[286] stem
[219] scied
[206] science
[90] nsta
[74] stemeducation
[62] edtech
[55] openscied
[55] nsela_sli_21



Top Hashtags in Tweet in G1:
[717] ngss
[222] ngsschat
[180] scied
[78] nsta
[63] stem
[55] nsela_sli_21
[54] openscied
[29] science
[28] cangss
[22] teaching

Top Hashtags in Tweet in G2:
[30] ngss
[27] ngsschat
[3] math
[2] nsta
[2] x776ngss
[2] phenomenon
[1] virtualscied
[1] virgingalatic
[1] space
[1] scied

Top Hashtags in Tweet in G3:
[59] ngss
[22] stem
[16] ハニーセレクト2
[14] science
[14] ハニセレ2
[11] sciencetwitter
[11] aerosole
[11] luftfilter
[10] edutwitter
[9] teachertwitter

Top Hashtags in Tweet in G4:
[9] roewer
[3] verfassungsschutz
[3] thüringen
[3] maassen
[1] ausgangssperrelight
[1] selbstverantwortung

Top Hashtags in Tweet in G5:
[3] bahçeşehirkoleji

Top Hashtags in Tweet in G6:
[43] 木川南小学校長を支持します
[13] yahooニュース
[12] 兵庫県知事選
[7] 八神純子
[6] 大阪のコロナは維新の人災
[5] かなざわ和夫
[4] 兵庫眜に維新はいらない
[4] 久保校長を支持します
[4] 八神純子
[4] 兵庫県知事選挙

Top Hashtags in Tweet in G7:
[2] nsu
[1] maassen

Top Hashtags in Tweet in G8:
[28] verfassungsschutz
[28] thüringen
[28] nsu
[7] roewer
[7] maaßen

Top Hashtags in Tweet in G9:
[2] tokyo2020
[2] brasco
[2] cergy

Top Words
Top Words in Tweet in Entire Graph:
[1488] #ngss
[1486] ngss
[1398] science
[833] ngssphenomena
[777] create
[768] creative
[758] #n
[747] frog
[746] lifecycle
[745] strawberry

Top Words in Tweet in G1:
[706] #ngss
[705] science
[403] students
[368] ngss
[341] stemteachtools
[277] teachers
[257] learning
[222] #ngsschat
[199] ngsnavigators
[183] #scied

Top Words in Tweet in G2:
[775] ngssphenomena
[722] lifecycle
[722] create
[721] strawberry
[721] creative
[721] lifecycles
[721] butterfly
[721] frog
[720] #n
[719] aren

Top Words in Tweet in G3:
[172] ngss
[69] science
[59] #ngss
[54] ãƒ
[27] teachers
[25] based
[25] next
[23] standards
[23] verfassungsschutz
[23] die

Top Words in Tweet in G4:
[121] buch
[121] roewer
[118] helmut
[86] thüringen
[83] thüringer
[80] matthiasmeisner
[75] chef
[70] ehemaliger
[70] verfassungsschutzes
[69] sixtus

Top Words in Tweet in G5:
[166] ngss
[145] stem
[114] olarak
[111] koleji
[106] deki
[104] bahçeşehir
[100] eğitiminin
[100] türkiye
[100] öncüsü
[100] ülkenin

Top Words in Tweet in G6:
[548] æ
[362] ç
[338] ãƒ
[218] ϋ
[204] ÿã
[192] ªã
[151] šã
[117] ˆã
[60] æœ
[59] 憧

Top Words in Tweet in G7:
[87] die
[86] geschichte
[86] deutschen
[86] verfassungsschutzämter
[86] versagen
[86] beobachtung
[86] rechtsradikaler
[86] strukturen
[85] rav_gs
[20] thüringen

Top Words in Tweet in G8:
[47] gedankenwelt
[47] verfassungsschutzchefs
[47] nichts
[47] schwache
[47] nerven
[46] stephanpalagan
[29] präsident
[28] ehemalige
[28] landesamtes
[28] #verfassungsschutz

Top Words in Tweet in G9:
[20] mais
[19] jp_ngss
[15] ce
[11] diodionychopper
[10] ça
[9] cette
[9] diobrandnewcar
[8] jamais
[8] âœ
[8] faire

Top Words in Tweet in G10:
[74] serius
[74] ini
[74] lucu
[74] bnget
[74] jg
[74] ngss
[74] nya
[73] jk_mytimeee

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[745] lifecycle,strawberry
[745] strawberry,creative
[745] creative,lifecycles
[745] lifecycles,create
[745] butterfly,frog
[744] ngssphenomena,lifecycle
[742] create,aren
[742] aren,butterfly
[742] frog,#n
[314] ãƒ,ãƒ

Top Word Pairs in Tweet in G1:
[115] pls,share
[82] #ngsschat,#ngss
[80] elementary,science
[79] summer,learning
[78] share,incredible
[78] incredible,series
[78] series,elementary
[78] science,summer
[78] learning,conversations
[78] conversations,thanks

Top Word Pairs in Tweet in G2:
[721] lifecycle,strawberry
[721] strawberry,creative
[721] creative,lifecycles
[721] lifecycles,create
[721] butterfly,frog
[720] ngssphenomena,lifecycle
[719] create,aren
[719] aren,butterfly
[719] frog,#n
[23] #ngss,#ngsschat

Top Word Pairs in Tweet in G3:
[34] ãƒ,ãƒ
[16] next,generation
[14] ハニセレ2勝手にアップローダー更新情報,#ハニセレ2
[14] #ハニセレ2,#ハニーセレクト2
[12] generation,science
[11] #aerosole,#luftfilter
[8] ngss,based
[8] #stem,#stemed
[8] #stemed,#teachertwitter
[8] #teachertwitter,#ngss

Top Word Pairs in Tweet in G4:
[118] helmut,roewer
[77] buch,helmut
[70] matthiasmeisner,buch
[70] roewer,ehemaliger
[70] ehemaliger,chef
[70] chef,thüringer
[70] thüringer,verfassungsschutzes
[69] sixtus,matthiasmeisner
[69] verfassungsschutzes,verschwörungsprop
[44] thread,buch

Top Word Pairs in Tweet in G5:
[111] koleji,olarak
[104] bahçeşehir,koleji
[100] stem,eğitiminin
[100] eğitiminin,türkiye
[100] türkiye,deki
[100] deki,öncüsü
[100] öncüsü,bahçeşehir
[100] olarak,ülkenin
[100] ülkenin,katıldığı
[100] katıldığı,ngss

Top Word Pairs in Tweet in G6:
[171] ãƒ,ãƒ
[87] ç,æ
[79] æ,æ
[47] æ,ç
[43] æ,ÿã
[40] æ,œã
[35] œã,æ
[34] ÿã,æ
[32] ç,ç
[29] ؋,ϋ

Top Word Pairs in Tweet in G7:
[86] die,geschichte
[86] geschichte,deutschen
[86] deutschen,verfassungsschutzämter
[86] verfassungsschutzämter,versagen
[86] versagen,beobachtung
[86] beobachtung,rechtsradikaler
[86] rechtsradikaler,strukturen
[85] rav_gs,die
[16] verfassungsschutzchef,thüringen
[15] autor,war

Top Word Pairs in Tweet in G8:
[47] gedankenwelt,verfassungsschutzchefs
[47] verfassungsschutzchefs,nichts
[47] nichts,schwache
[47] schwache,nerven
[46] stephanpalagan,gedankenwelt
[28] ehemalige,präsident
[28] präsident,landesamtes
[28] landesamtes,#verfassungsschutz
[28] #verfassungsschutz,#thüringen
[28] #thüringen,#nsu

Top Word Pairs in Tweet in G9:
[6] ils,ont
[4] ont,peur
[3] mais,câ
[3] câ,cette
[3] mais,ça
[3] homme,noir
[3] iobbbu,jp_ngss
[2] love,much
[2] salut,bg
[2] bg,concours

Top Word Pairs in Tweet in G10:
[74] serius,ini
[74] ini,lucu
[74] lucu,bnget
[74] bnget,jg
[74] jg,ngss
[74] ngss,nya
[73] jk_mytimeee,serius

Top Replied-To
Top Replied-To in Entire Graph:
@ngss_diet
@masamasa_ngss
@ngss_tweeps
@ngss_rk
@pgirjoqzubtauy1
@ngss_official
@trhk_ngss
@jp_ngss
@gdgdgyo
@msmagaryphysics

Top Replied-To in G1:
@ngss_tweeps
@kimmomteacher
@sbottasullivan
@wandabryant
@drloriandersen
@thinksci
@grapinscott
@msmagaryphysics
@xeno_lith
@jrstpub

Top Replied-To in G2:
@marni_landry
@ngssphenomena
@ngss_tweeps
@alyscarnesi
@azprojectwet
@_m_lewis_

Top Replied-To in G3:

Top Replied-To in G5:
@uskudarmem
@barbarayurtseve

Top Replied-To in G6:
@decultureepcmd
@hashimoto_lo
@nofkozrktkuvite
@l7jjstk1mlfjgph
@freeler_ngss
@hiroyoshimura
@katakorinaoshi1
@tommybolinfans
@freeze209021
@motohikosaitoh

Top Replied-To in G9:
@jp_ngss
@diobrandnewcar
@itachiofwgkta
@diodionychopper
@dixtopia_
@eugenieatinault
@iobbbu
@jpetemabiere
@oaristisev

Top Mentioned
Top Mentioned in Entire Graph:
@ngssphenomena
@stemteachtools
@officialngss
@ngss_tweeps
@ngsnavigators
@philiplbell
@tjscience
@ctskeeley
@nextgenscience
@rav_gs

Top Mentioned in G1:
@stemteachtools
@officialngss
@ngsnavigators
@philiplbell
@ngss_tweeps
@tjscience
@ctskeeley
@nextgenscience
@nsta
@starrscience

Top Mentioned in G2:
@ngssphenomena
@ngss_tweeps
@sam_learner
@jamestanton
@aatm_az
@nctm
@marni_landry
@azprojectwet
@ngsschat

Top Mentioned in G3:
@kimlepre
@ankerjespersen
@cessas_edu
@lft8nysadbwctuz
@tirtsaskram
@maibachrenee

Top Mentioned in G4:
@matthiasmeisner
@sixtus
@anked
@akm0803
@johanneskiess
@derrechterand
@dok_wu
@343max
@friedenswatch
@f22124509

Top Mentioned in G5:
@bahcesehir_k12
@erkencocukluk
@uskudarmem
@neslihansezgins
@sbhtzgl
@sinan_umem
@zuhalyd
@barbarayurtseve
@pelingereker1
@euerasmusplus

Top Mentioned in G6:
@decultureepcmd
@oishiakiko
@kakopontan
@katakorinaoshi1
@nofkozrktkuvite
@hiramatsu_osaka
@yaiko_official
@akisumitomo
@oosakahaoosaka

Top Mentioned in G7:
@rav_gs
@lenarogl
@tweetbarth
@anked
@andreas35736198
@fuerdieteilung
@akm0803
@johanneskiess

Top Mentioned in G8:
@stephanpalagan
@jkasek
@alimete82
@riftgood
@drpeternagel
@piratenmainz
@rav_gs
@mathieuvonrohr
@alexschestag
@akm0803

Top Mentioned in G9:
@diodionychopper
@jp_ngss
@amin7real
@francetele
@pepone_2
@iobbbu
@eugenieatinault
@diobrandnewcar
@itachiofwgkta
@lilydont

Top Mentioned in G10:
@jk_mytimeee

Top Tweeters
Top Tweeters in Entire Graph:
@jurylady5
@cybersec_feeds
@chidambara09
@femtech_
@roblwilson
@andreasandy3131
@chrisbrey1
@bexxmodd
@ayhanaydinli
@princessbibirf_

Top Tweeters in G1:
@xaipe3
@ht4ecosocialism
@hlthiskrieger
@blkhwk0ps
@pantherwild
@dandc
@kraus_read
@particle_p
@pj_sonnyny
@michaelemann

Top Tweeters in G2:
@sallyrmelb
@blubdha
@augusteve2012
@nuclear94
@nytimes
@johnjonny1
@blueravefinn
@monkeyface__
@alicekeeler
@begoniaarizona

Top Tweeters in G3:
@sbyfess
@schmidtlepp
@penyukabaru
@k4ii_
@shin7k
@plumcat
@icke2aida
@txtmenfesss
@dietsq
@chriskarlknecht

Top Tweeters in G4:
@chrisbrey1
@countup
@darthmamashark
@andreas__nagel
@catinchief
@medientantemt
@__redcat
@dafloh
@kaffeebeimir
@danielluecking

Top Tweeters in G5:
@si
@burgencay
@euerasmusplus
@vuslatakdogan
@seymatanriover
@erkencocukluk
@ulusalajans
@istanbulilmem
@nukteteber
@mduranoznacar

Top Tweeters in G6:
@adjacencypair
@nesipink
@smoketree1
@oosakahaoosaka
@yeuxqui
@abenotti_gold
@drops2012
@decultureepcmd
@paopao9513
@84oca

Top Tweeters in G7:
@mokomokai
@michael_kunz
@a_hungry_fool
@donaupiratin
@echeloni2p
@nikkiflausch
@pdr2002
@ruckzenknupp
@avbelow
@holgertma

Top Tweeters in G8:
@ayhanaydinli
@yoga_and_more
@tumalwas
@cptleto
@cocktailrent
@rainerrogge
@volxfahradler
@nick_lange_
@yonny_s
@masaomoritr

Top Tweeters in G9:
@ylli95
@myunclesmemes
@cyreskenneth
@f8the
@__roslei
@roi237
@itachiofwgkta
@os_et_ane
@tierrawhack
@sucres__

Top Tweeters in G10:
@m00nxxksj
@jk_mytimeee
@seokjiniphile
@xozynuu
@flawlesseoks
@urphoriakook
@bellgoogie
@jungkookieyaaa_
@erlpeachjm
@amaliyahhz


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