ngss, Twitter, 8/19/2021 4:22:24 AM, 260486


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ngss_2021-08-17_23-12-01.xlsx
ngss_2021-08-17_23-12-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 19, 2021
Short Description:
ngss via NodeXL https://bit.ly/2W6d7Xy
@officialngss
@stemteachtools
@bahcesehir_k12
@ngss_tweeps
@openscied
@philiplbell
@jaymctighe
@wandabryant
@edreports
@ngssphenomena

Top hashtags:
#ngss
#ngsschat
#stem
#scied
#science
#nsta
#edtech
#phenomena
#nsela_sli_21

Description:
Description
The graph represents a network of 3,846 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 Wednesday, 18 August 2021 at 06:19 UTC.

The requested start date was Tuesday, 17 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 76-day, 22-hour, 38-minute period from Tuesday, 01 June 2021 at 01:06 UTC to Monday, 16 August 2021 at 23:45 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 : 3846
Unique Edges : 2825
Edges With Duplicates : 8934
Total Edges : 11759
Number of Edge Types : 5
Retweet : 3146
MentionsInRetweet : 3998
Mentions : 1791
Replies to : 900
Tweet : 1924
Self-Loops : 1957
Reciprocated Vertex Pair Ratio : 0.0567405259888176
Reciprocated Edge Ratio : 0.107387811091515
Connected Components : 626
Single-Vertex Connected Components : 269
Maximum Vertices in a Connected Component : 1505
Maximum Edges in a Connected Component : 6551
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.429794
Graph Density : 0.000345080123100893
Modularity : 0.396894
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 3,846 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 Wednesday, 18 August 2021 at 06:19 UTC.

The requested start date was Tuesday, 17 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 76-day, 22-hour, 38-minute period from Tuesday, 01 June 2021 at 01:06 UTC to Monday, 16 August 2021 at 23:45 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
[20] https://www.inqits.com/
[15] https://www.bluestudios.io/links
[13] https://docs.google.com/drawings/d/1d2JLcGO216KOEyK10Rp_mXcR2zhCgnp9LYTm8DoeZh8/preview
[10] http://stemteachingtools.org/brief/11
[10] http://stellapollard.com/presentations
[8] http://stemteachingtools.org/brief/14
[8] https://www.ngsnavigators.com/podcast

Top URLs in Tweet in G1:
[24] http://stemteachingtools.org/brief/58
[9] http://stemteachingtools.org/brief/11
[7] http://stemteachingtools.org/brief/14
[7] https://www.ngsnavigators.com/podcast
[6] https://forms.gle/5S3ERDsWN5xzPuZ69
[6] https://patbrownedu.com/the-benefits-of-explore-before-explain-teaching/
[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
[4] http://ngs.wested.org/wp-content/uploads/2021/06/How-Do-We-Know-If-Units-Are-Designed-for-the-NGSS.pdf
[4] https://www.ngsnavigators.com/blog/071
[4] https://www.democratandchronicle.com/story/news/education/2021/07/19/rochester-ny-science-teachers-covid-through-social-justice-lens-ur-national-science-foundation-grant/7980287002/

Top URLs in Tweet in G2:
[4] https://nextgenstemconference.org/
[3] https://www.newswire.com/news/research-shows-teachers-and-students-transform-attitudes-about-21406285
[3] https://www.newswire.com/news/review-finds-big-impact-on-teaching-learning-with-knowatom-for-ngss-21410289
[3] http://ifttt.com/images/no_image_card.png
[2] https://www.instagram.com/accounts/login/
[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://stemfuse.com:443/request-demo?cid=138
[2] http://xn--millieitim-fpb.com/
[2] https://www.prnewswire.com/news-releases/next-generation-science-standards-ngss-based-curriculum-helps-improve-math-and-writing-skills-too-301325369.html
[2] https://www.newswire.com/news/research-shows-teachers-implemented-more-hands-on-learning-activities-21425327

Top URLs in Tweet in G3:
[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 G4:
[3] https://ngss.erasmus.site/
[1] https://twitter.com/ngssnext/status/1407290364600492035
[1] https://twitter.com/i/web/status/1410691028105977856
[1] https://twitter.com/i/web/status/1410918015143665664
[1] https://twitter.com/i/web/status/1410856559165444096
[1] https://twitter.com/i/web/status/1410856324611649538
[1] https://twitter.com/i/web/status/1410858100953948167

Top URLs in Tweet in G5:
[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 G6:
[5] https://www.mag2.com/p/news/499168
[3] http://news.tbs.co.jp/newseye/tbs_newseye4337950.html
[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://linkco.re/HG93ty8T
[2] https://news.yahoo.co.jp/byline/koudaizumi/20210626-00244834/
[2] https://twitter.com/junchann0202/status/1400768914649272321?s=19

Top URLs in Tweet in G8:
[13] https://docs.google.com/drawings/d/1d2JLcGO216KOEyK10Rp_mXcR2zhCgnp9LYTm8DoeZh8/preview
[10] http://stellapollard.com/presentations
[2] https://twitter.com/NatGeoEducation/status/1399712342838026249
[1] https://twitter.com/RightQuestion/status/1407861530079735810
[1] https://docs.google.com/document/d/1xMG1D9U9JqstOXYl89c8FkL7ux12dH8678az_T3Oi7M/template/preview
[1] https://www.magnetmail.net/Actions/email_web_version.cfm?publish=newsletter&user_id=NSTA&message_id=5275332
[1] https://twitter.com/CerealCitySci/status/1407409288918753280
[1] https://youtu.be/I-vZnAGsx9s
[1] https://activatelearning.com/openscied/
[1] https://www.edreports.org/reports/overview/stemscopes-ngss-3d-6-8-2019

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/baswa_/status/1423045789035675652
[1] https://twitter.com/wsj_manga/status/1423641627579518977
[1] https://twitter.com/northstardoll/status/1414808454569545728
[1] https://twitter.com/joejonas/status/1422265913559060480
[1] https://twitter.com/myunclesmemes/status/1419877590983225345
[1] https://twitter.com/raymni_/status/1412463768022536207
[1] https://twitter.com/IOBBBU/status/1359482645982371842

Top URLs in Tweet in G10:
[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
[2] https://twitter.com/physicsj/status/1414233142861262855
[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/BedtimeMath/status/1402299403411599367
[1] https://twitter.com/howie_hua/status/1403162294108917762
[1] https://twitter.com/i/web/status/1410714241267494914
[1] https://static.nsta.org/ngss/resources/MatrixForK-12ProgressionOfScienceAndEngineeringPracticesInNGSS.8.14.14.pdf

Top Domains
Top Domains in Tweet in Entire Graph:
[531] twitter.com
[83] stemteachingtools.org
[47] bluestudios.io
[44] youtube.com
[41] google.com
[38] peing.net
[34] inqits.com
[30] co.jp
[27] nextgenscience.org
[25] definedlearning.com

Top Domains in Tweet in G1:
[141] twitter.com
[80] stemteachingtools.org
[21] nextgenscience.org
[20] ngsnavigators.com
[16] edreports.org
[10] wested.org
[9] nsta.org
[8] youtube.com
[7] google.com
[6] forms.gle

Top Domains in Tweet in G2:
[79] twitter.com
[18] yuki-portal.com
[14] knowatom.com
[10] newswire.com
[5] youtube.com
[4] nextgenstemconference.org
[4] xn--millieitim-fpb.com
[3] google.com
[3] linkedin.com
[3] sjsu.edu

Top Domains in Tweet in G3:
[8] twitter.com

Top Domains in Tweet in G4:
[6] twitter.com
[3] erasmus.site

Top Domains in Tweet in G5:
[11] twitter.com

Top Domains in Tweet in G6:
[49] twitter.com
[30] co.jp
[16] youtube.com
[6] mainichi.jp
[5] mag2.com
[4] or.jp
[3] nifty.com
[3] google.com
[3] 110107.com
[2] suzuri.jp

Top Domains in Tweet in G8:
[15] google.com
[10] stellapollard.com
[5] twitter.com
[1] magnetmail.net
[1] youtu.be
[1] activatelearning.com
[1] edreports.org
[1] squarespace.com
[1] flipsnack.com

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

Top Domains in Tweet in G10:
[16] twitter.com
[2] nature.com
[1] sciencealert.com
[1] nsta.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1319] ngss
[267] ngsschat
[265] stem
[213] scied
[169] science
[81] nsta
[74] edtech
[62] phenomena
[57] nsela_sli_21
[54] verfassungsschutz



Top Hashtags in Tweet in G1:
[616] ngss
[184] ngsschat
[175] scied
[70] nsta
[56] nsela_sli_21
[53] stem
[42] phenomena
[28] cangss
[28] science
[23] openscied

Top Hashtags in Tweet in G2:
[55] ngss
[17] ハニーセレクト2
[16] science
[15] stem
[15] ハニセレ2
[11] aerosole
[11] luftfilter
[9] sciencetwitter
[7] k12
[7] openairstattausgangssperre

Top Hashtags in Tweet in G3:
[9] roewer
[3] verfassungsschutz
[3] thüringen
[3] maassen

Top Hashtags in Tweet in G4:
[3] bahçeşehirkoleji

Top Hashtags in Tweet in G5:
[2] nsu
[1] maassen

Top Hashtags in Tweet in G6:
[12] 兵庫県知事選
[11] yahooニュース
[6] 大阪のコロナは維新の人災
[6] 矢井田瞳
[6] 八神純子
[5] かなざわ和夫
[4] 八神純子
[4] 大江千里
[4] 18日はかなざわ和夫に入れます
[3] 兵庫眜çÿ¥äº‹é¸

Top Hashtags in Tweet in G8:
[22] scitlap
[21] ngss
[13] ditchbook
[12] tlap
[12] learnlap
[12] xplap
[11] sstlap
[5] climatechange
[4] science
[3] stem

Top Hashtags in Tweet in G9:
[2] info
[1] freebritney

Top Hashtags in Tweet in G10:
[29] ngss
[20] ngsschat
[5] phenomena
[3] math
[2] phenomenon
[2] x776ngss
[2] dataviz
[2] planets
[1] virgingalatic
[1] space

Top Words
Top Words in Tweet in Entire Graph:
[1399] ngss
[1307] #ngss
[1219] science
[648] students
[495] teachers
[472] ãƒ
[369] stemteachtools
[364] learning
[352] æ
[289] ç

Top Words in Tweet in G1:
[605] #ngss
[586] science
[375] students
[345] stemteachtools
[340] ngss
[243] teachers
[199] learning
[184] #ngsschat
[181] ngsnavigators
[178] #scied

Top Words in Tweet in G2:
[166] ngss
[67] science
[58] ãƒ
[55] #ngss
[31] teachers
[31] based
[27] students
[26] standards
[26] learning
[26] curriculum

Top Words in Tweet in G3:
[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 G4:
[159] ngss
[145] stem
[109] olarak
[106] deki
[106] koleji
[100] eğitiminin
[100] türkiye
[100] öncüsü
[100] bahçeşehir
[100] ülkenin

Top Words in Tweet in G5:
[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 G6:
[282] æ
[193] ãƒ
[182] ç
[127] ϋ
[97] ªã
[92] ÿã
[78] šã
[64] ˆã
[35] ό
[32] 憧

Top Words in Tweet in G7:
[74] serius
[74] ini
[74] lucu
[74] bnget
[74] jg
[74] ngss
[74] nya
[73] jk_mytimeee

Top Words in Tweet in G8:
[29] science
[28] 30
[25] ngss
[22] daleyscience
[22] #scitlap
[21] #ngss
[18] wednesday
[17] teachers
[16] chat
[16] grade

Top Words in Tweet in G9:
[16] mais
[16] jp_ngss
[10] diodionychopper
[9] câ
[9] cette
[9] ce
[9] ça
[8] faire
[8] ai
[6] jamais

Top Words in Tweet in G10:
[49] ngssphenomena
[29] #ngss
[24] evolved
[20] #ngsschat
[13] make
[12] thought
[12] adhesive
[12] toe
[12] pads
[12] once

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[264] ãƒ,ãƒ
[166] next,generation
[157] generation,science
[157] helmut,roewer
[114] koleji,olarak
[111] ngss,next
[109] ülkenin,katıldığı
[109] katıldığı,ngss
[108] science,teachers
[108] stem,eğitiminin

Top Word Pairs in Tweet in G1:
[61] science,education
[56] ngsnavigators,podcast
[53] help,students
[47] #ngsschat,#ngss
[46] stemteachtools,teachers
[42] #ngss,#ngsschat
[42] #ngss,#nsta
[38] #nsela_sli_21,#ngss
[37] students,understand
[37] episode,ngsnavigators

Top Word Pairs in Tweet in G2:
[38] ãƒ,ãƒ
[15] ハニセレ2勝手にアップローダー更新情報,#ハニセレ2
[15] #ハニセレ2,#ハニーセレクト2
[14] next,generation
[14] ngss,based
[11] generation,science
[11] #aerosole,#luftfilter
[9] science,standards
[9] based,curriculum
[8] standards,ngss

Top Word Pairs in Tweet in G3:
[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 G4:
[106] koleji,olarak
[100] stem,eğitiminin
[100] eğitiminin,türkiye
[100] türkiye,deki
[100] deki,öncüsü
[100] öncüsü,bahçeşehir
[100] bahçeşehir,koleji
[100] olarak,ülkenin
[100] ülkenin,katıldığı
[100] katıldığı,ngss

Top Word Pairs in Tweet in G5:
[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 G6:
[104] ãƒ,ãƒ
[51] ç,æ
[42] æ,æ
[26] æ,œã
[20] ϋ,؋
[19] æ,ç
[18] œã,æ
[18] æ,ÿã
[18] µåº,眜ã
[17] šã,œã

Top Word Pairs in Tweet in G7:
[74] serius,ini
[74] ini,lucu
[74] lucu,bnget
[74] bnget,jg
[74] jg,ngss
[74] ngss,nya
[73] jk_mytimeee,serius

Top Word Pairs in Tweet in G8:
[14] 30,pst
[14] pst,30
[14] 30,chat
[14] chat,routines
[14] routines,science
[14] science,class
[14] class,subjects
[14] subjects,grade
[14] grade,levels
[12] #learnlap,#xplap

Top Word Pairs in Tweet in G9:
[4] ils,ont
[4] ont,peur
[3] mais,câ
[3] câ,cette
[3] homme,noir
[3] rico,nasty
[3] nasty,done
[3] done,again
[3] iobbbu,jp_ngss
[2] omg,lego

Top Word Pairs in Tweet in G10:
[16] #ngss,#ngsschat
[12] thought,adhesive
[12] adhesive,toe
[12] toe,pads
[12] pads,evolved
[12] evolved,once
[12] once,within
[12] within,geckos
[12] geckos,recent
[12] recent,study

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

Top Replied-To in G1:
@ngss_tweeps
@kimmomteacher
@bmsscienceteach
@sbottasullivan
@scijeanne
@thinksci
@msmagaryphysics
@grapinscott
@drloriandersen
@leadinsci

Top Replied-To in G2:

Top Replied-To in G4:
@uskudarmem
@barbarayurtseve

Top Replied-To in G6:
@decultureepcmd
@hashimoto_lo
@l7jjstk1mlfjgph
@hiroyoshimura
@katakorinaoshi1
@tommybolinfans

Top Replied-To in G8:
@jamesfalletti
@science_serwin
@hedreich
@marybeth_vance
@kristensevinsky

Top Replied-To in G9:
@jp_ngss
@diodionychopper
@diobrandnewcar
@itachiofwgkta
@eugenieatinault
@iobbbu
@timeless_prod1
@ajinj7
@totorugroku

Top Replied-To in G10:
@marni_landry
@_m_lewis_
@alyscarnesi
@ngss_tweeps

Top Mentioned
Top Mentioned in Entire Graph:
@stemteachtools
@officialngss
@ngss_tweeps
@ngsnavigators
@ctskeeley
@nextgenscience
@rav_gs
@bahcesehir_k12
@ngssphenomena
@matthiasmeisner

Top Mentioned in G1:
@stemteachtools
@officialngss
@ngsnavigators
@ngss_tweeps
@ctskeeley
@nextgenscience
@philiplbell
@openscied
@edreports
@nsta

Top Mentioned in G2:
@kimlepre
@cessas_edu
@lft8nysadbwctuz
@tirtsaskram
@maibachrenee

Top Mentioned in G3:
@matthiasmeisner
@sixtus
@anked
@akm0803
@johanneskiess
@derrechterand
@dok_wu
@343max
@friedenswatch
@f22124509

Top Mentioned in G4:
@bahcesehir_k12
@erkencocukluk
@uskudarmem
@neslihansezgins
@sinan_umem
@sbhtzgl
@zuhalyd
@barbarayurtseve
@pelingereker1
@memleventyazici

Top Mentioned in G5:
@rav_gs
@lenarogl
@tweetbarth
@anked
@andreas35736198
@fuerdieteilung
@akm0803
@johanneskiess

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

Top Mentioned in G7:
@jk_mytimeee

Top Mentioned in G8:
@daleyscience
@stella_pollard
@techybeckyyoung
@natgeoeducation
@nsta
@ngss_tweeps
@mstamich
@rangergabe
@britlc3
@smelsokkary

Top Mentioned in G9:
@diodionychopper
@jp_ngss
@eugenieatinault
@iobbbu
@itachiofwgkta
@influencedbyvon
@kinokorp
@pepone_2
@clementespg

Top Mentioned in G10:
@ngssphenomena
@ngss_tweeps
@jamestanton
@aatm_az
@nctm
@stemteachtools
@azprojectwet
@sam_learner
@ngsschat
@marni_landry

Top Tweeters
Top Tweeters in Entire Graph:
@jurylady5
@femtech_
@roblwilson
@andreasandy3131
@chrisbrey1
@bexxmodd
@lizditz
@ayhanaydinli
@princessbibirf_
@hubofml

Top Tweeters in G1:
@xaipe3
@ht4ecosocialism
@hlthiskrieger
@education_24x7
@pantherwild
@dandc
@kraus_read
@pj_sonnyny
@michaelemann
@matmuratore

Top Tweeters in G2:
@sbyfess
@homegardenlist
@penyukabaru
@k4ii_
@shin7k
@unsfess_
@plumcat
@icke2aida
@chriskarlknecht
@dietsq

Top Tweeters in G3:
@chrisbrey1
@countup
@darthmamashark
@andreas__nagel
@catinchief
@medientantemt
@__redcat
@dafloh
@kaffeebeimir
@danielluecking

Top Tweeters in G4:
@si
@burgencay
@euerasmusplus
@vuslatakdogan
@seymatanriover
@erkencocukluk
@ulusalajans
@istanbulilmem
@nukteteber
@mduranoznacar

Top Tweeters in G5:
@mokomokai
@michael_kunz
@a_hungry_fool
@donaupiratin
@echeloni2p
@nikkiflausch
@pdr2002
@ruckzenknupp
@avbelow
@holgertma

Top Tweeters in G6:
@oosakahaoosaka
@tbs_news
@yeuxqui
@abenotti_gold
@rockinon_com
@decultureepcmd
@paopao9513
@84oca
@barks_news
@kakopontan

Top Tweeters in G7:
@m00nxxksj
@jk_mytimeee
@seokjiniphile
@xozynuu
@flawlesseoks
@urphoriakook
@bellgoogie
@jungkookieyaaa_
@erlpeachjm
@amaliyahhz

Top Tweeters in G8:
@gdorn1
@burgessdave
@tweetinchar
@paulsolarz
@coachgoodman
@rlfreedm
@christinebemis2
@vipulasharma1
@stella_pollard
@jcbjr

Top Tweeters in G9:
@cyreskenneth
@f8the
@__roslei
@itachiofwgkta
@os_et_ane
@tierrawhack
@sucres__
@so_mkb
@kimyuuuuumi
@reaper_szn

Top Tweeters in G10:
@deniseoberson
@scifryer2
@moominthebrave
@alyscarnesi
@inessrinen
@ediemullen
@n
@jamestanton
@nctm
@boringamateur


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