ngss, Twitter, 4/19/2022 4:16:25 PM, 275083


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ngss_2022-04-18_23-15-12.xlsx
ngss_2022-04-18_23-15-12.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 19, 2022
Short Description:
ngss via NodeXL https://bit.ly/3vwJT1x
@ngss_tweeps
@this0499154500
@freeler_ngss
@openscied
@novaeducation
@ngssphenomena
@officialngss
@nsta
@krsciencelady
@stem_ai

Top hashtags:
#ngss
#ngsschat
#stem
#science
#scied
#れいわ新選組
#山本太郎
#pso2ngs
#nsta
#nsta22

Description:
Description
The graph represents a network of 3,920 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, 19 April 2022 at 06:25 UTC.

The requested start date was Tuesday, 19 April 2022 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 66-day, 13-hour, 26-minute period from Friday, 11 February 2022 at 10:21 UTC to Monday, 18 April 2022 at 23:48 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 : 3920
Unique Edges : 3893
Edges With Duplicates : 13103
Total Edges : 16996
Number of Edge Types : 5
Mentions : 3054
Retweet : 4177
MentionsInRetweet : 5385
Tweet : 3000
Replies to : 1380
Self-Loops : 3030
Reciprocated Vertex Pair Ratio : 0.0925925925925926
Reciprocated Edge Ratio : 0.169491525423729
Connected Components : 521
Single-Vertex Connected Components : 230
Maximum Vertices in a Connected Component : 2316
Maximum Edges in a Connected Component : 13796
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.297981
Graph Density : 0.000414776780832261
Modularity : 0.319472
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 3,920 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, 19 April 2022 at 06:25 UTC.

The requested start date was Tuesday, 19 April 2022 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 66-day, 13-hour, 26-minute period from Friday, 11 February 2022 at 10:21 UTC to Monday, 18 April 2022 at 23:48 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:
[33] https://peing.net/ja/masamasa_ngss?p=auto&utm_source=twitter&utm_medium=timeline&utm_campaign=auto_recruitment
[18] https://www.youtube.com/watch?v=1tpNUbvTHjM&feature=youtu.be

[16] https://myventure.us/venture
[14] https://vosaka.net
[14] https://stemteachingtools.org/pd/playlist-talk
[11] https://news.yahoo.co.jp/articles/7be8a9ee729122a53844a27f65fe8f5e39c63fd6
[8] https://www.shugiintv.go.jp/jp/
[8] https://myemail.constantcontact.com/subject.html?soid=1126116988583&aid=fznbyWZf9kg
[7] https://vosaka.net/
[7] https://www.petitions.net/improving_ca_science_education_ab_2565_amendment?utm_source=Petitions.net&utm_campaign=AB+2565

Top URLs in Tweet in G1:
[11] https://stemteachingtools.org/pd/playlist-talk
[8] https://myemail.constantcontact.com/subject.html?soid=1126116988583&aid=fznbyWZf9kg
[5] https://docs.google.com/forms/d/e/1FAIpQLSe099M7eWkaqyYrMXwCEZ_PQXXfP-HuZr1FIoQxuWYnKrkdMA/viewform?usp=send_form
[3] https://www.jessicafriesgaither.com/single-post/new-book-science-notebooks-in-student-centered-classrooms
[3] https://www.jessicafriesgaither.com/single-post/join-me-for-a-book-study
[3] http://www.pdkmembers.org/members_online/publications/archive/pdf/PDK_100_3/38pdk_100_3.pdf
[3] https://twitter.com/abeslo/status/1502494288315310082
[3] https://twitter.com/i/events/1276314537248149505
[2] https://www.drkohn.org/biology-spring.html
[2] https://www.sciencenewsforstudents.org/collections/cool-jobs

Top URLs in Tweet in G2:
[18] https://www.youtube.com/watch?v=1tpNUbvTHjM&feature=youtu.be

[14] https://vosaka.net
[11] https://news.yahoo.co.jp/articles/7be8a9ee729122a53844a27f65fe8f5e39c63fd6
[8] https://www.shugiintv.go.jp/jp/
[7] https://www.youtube.com/watch?v=ffPUCEjp7d0&feature=youtu.be

[7] https://vosaka.net/
[6] https://www.youtube.com/watch?v=7Q2rX5dpVfc&feature=youtu.be

[6] https://www.youtube.com/c/oishiakiko?app=desktop
[6] https://news.yahoo.co.jp/articles/4e9fc2c61b311d7d594726e5c65005172d524613
[5] https://www.sankei.com/article/20220221-FQTE3CVRZFNKNM3QU27X3CJNNM/

Top URLs in Tweet in G3:
[7] https://www.petitions.net/improving_ca_science_education_ab_2565_amendment?utm_source=Petitions.net&utm_campaign=AB+2565
[4] https://www.learner.org/series/chemistry-challenges-and-solutions/the-chemistry-of-running/
[3] https://www.nextgenscience.org/
[3] http://oceantracks.org/
[3] https://www.lab-aids.com/tinkering-labs
[2] https://docs.google.com/presentation/d/1504_0RCCtU1tbxEjQpfrn_F-UrZNDWlBE6iweIoJVzo/edit?usp=sharing
[2] https://classroomscience.org/articles/fyi/bright-moments
[1] https://twitter.com/i/web/status/1494108723802824708
[1] https://twitter.com/i/web/status/1506132911518494721
[1] https://twitter.com/i/web/status/1509023585301524481

Top URLs in Tweet in G4:
[33] https://peing.net/ja/masamasa_ngss?p=auto&utm_source=twitter&utm_medium=timeline&utm_campaign=auto_recruitment
[4] https://fordhaminstitute.org/ohio/commentary/assessing-standards-aligned-physical-science-curriculum
[3] https://www.creosityspace.com/store/c1/Featured_Products.html
[2] https://newmeridiancorp.org/the-power-of-ngss-aligned-science-assessment/
[1] https://www.instagram.com/accounts/login/?next=/p/CZ1f2Jmu9gj/
[1] https://www.youtube.com/watch?v=gBy2P_-NGSs&feature=youtu.be

[1] https://twitter.com/i/web/status/1493472587262873604
[1] https://twitter.com/DefinedLearning/status/1445397107632902178
[1] https://twitter.com/BTS_twt/status/656054360074424320
[1] https://twitter.com/i/web/status/1493657107475881990

Top URLs in Tweet in G5:
[16] https://myventure.us/venture
[6] https://kqed.zoom.us/meeting/register/tZAsc-6vrDsrGdXggJUulCjwSZt8OHP4uN32
[6] https://www.pbs.org/wgbh/nova/article/hunga-tonga-volcano-eruption-education/
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=274156
[5] https://www.pbs.org/wgbh/nova/article/shark-week-marine-science-diversity/
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=274845
[3] https://www.definedlearning.com/webinar-empowering-educators-and-students-to-meet-the-new-science-standards/?utm_content=201350833&utm_medium=social&utm_source=twitter&hss_channel=tw-59541361
[2] https://www.definedlearning.com/webinar-empowering-educators-and-students-to-meet-the-new-science-standards/?utm_content=204198217&utm_medium=social&utm_source=twitter&hss_channel=tw-59541361
[2] https://www.inqits.com/
[2] https://www.definedlearning.com/webinar-empowering-educators-and-students-to-meet-the-new-science-standards/?utm_content=196349999&utm_medium=social&utm_source=twitter&hss_channel=tw-59541361

Top URLs in Tweet in G6:
[2] https://distrokid.com/hyperfollow/allla/joli-cur
[2] https://distrokid.com/hyperfollow/klefman/faune
[2] https://distrokid.com/hyperfollow/klefman/discover
[1] https://twitter.com/jojo_wiki/status/1507641441128001536
[1] https://twitter.com/cowboysharkboy/status/1510713335347658766
[1] https://twitter.com/iivmbby/status/1511394171181047813
[1] http://pouilleux.se
[1] https://twitter.com/coukheyju/status/1495505353743769601
[1] https://twitter.com/la_timpe/status/1503361556528119808
[1] https://twitter.com/cerfiafr/status/1503014013914939392

Top URLs in Tweet in G7:
[4] https://www.youtube.com/watch?v=lYBH08CrMys&feature=youtu.be

[3] https://t.me/Humanitiesbooks
[1] https://stemteachingtools.org/assets/landscapes/STEM-Teaching-Tool-30-Task-Formats-for-3D-Assessment-Design-v2.pdf
[1] https://twitter.com/balkalidiy/status/1507533182668881934?t=qgO3DESbHPn5XQ0CQOc6eQ&s=19
[1] https://t.me/skils21microsoft
[1] https://www.youtube.com/channel/UCxU6lID1U0se0LmDfy82SBg
[1] https://twitter.com/3bdullhEng/status/1514040418677280775?t=3Y15j9MU9SSnbb8AbflcgA&s=09
[1] https://twitter.com/6thmoon/status/1509889406018105350
[1] https://twitter.com/i/web/status/1506335651884507139
[1] https://twitter.com/i/web/status/1494694246158319620

Top URLs in Tweet in G8:
[1] https://twitter.com/rtfktstudios/status/1479587087280181249

Top URLs in Tweet in G10:
[3] https://elizabethshreeve.com/
[1] https://twitter.com/belmontday1927/status/1494024032173318149
[1] https://www.us-satellite.net/endeavor/orientation/register.cfm
[1] https://cires.colorado.edu/outreach/resources/unit/arctic-feedbacks-not-all-warming-equal/
[1] https://www.nsta.org/science-teacher/science-teacher-marchapril-2022/arctic-feedbacks-not-all-warming-equal
[1] http://cleanet.org/dev/clean/community/cln/telecon_schedule.html
[1] https://twitter.com/i/web/status/1508995113929908224
[1] https://twitter.com/i/web/status/1501631926825897994
[1] https://twitter.com/mr_amidon/status/1499170607568670721

Top Domains
Top Domains in Tweet in Entire Graph:
[753] twitter.com
[175] co.jp
[167] youtube.com
[60] google.com
[52] vosaka.net
[33] peing.net
[28] stemteachingtools.org
[27] or.jp
[27] nsta.org
[26] mys.ci

Top Domains in Tweet in G1:
[128] twitter.com
[42] google.com
[23] stemteachingtools.org
[13] youtube.com
[12] nsta.org
[8] openscied.org
[8] constantcontact.com
[8] jessicafriesgaither.com
[4] drkohn.org
[4] oercommons.org

Top Domains in Tweet in G2:
[322] twitter.com
[175] co.jp
[135] youtube.com
[52] vosaka.net
[27] or.jp
[21] mainichi.jp
[21] asahi.com
[14] reiwa-shinsengumi.com
[11] go.jp
[10] lite-ra.com

Top Domains in Tweet in G3:
[44] twitter.com
[10] nextgenscience.org
[8] lab-aids.com
[7] petitions.net
[4] google.com
[4] learner.org
[3] oceantracks.org
[2] mailchi.mp
[2] wested.org
[2] stemteachingtools.org

Top Domains in Tweet in G4:
[73] twitter.com
[33] peing.net
[16] yuki-portal.com
[4] youtube.com
[4] teacherspayteachers.com
[4] fordhaminstitute.org
[3] instagram.com
[3] creosityspace.com
[2] hieps.net
[2] newmeridiancorp.org

Top Domains in Tweet in G5:
[17] myventure.us
[15] pbs.org
[12] nodexlgraphgallery.org
[11] definedlearning.com
[8] pbslearningmedia.org
[7] twitter.com
[6] zoom.us
[4] activatelearning.com
[3] sciencefriday.com
[3] sciencenewsforstudents.org

Top Domains in Tweet in G6:
[7] twitter.com
[6] distrokid.com
[1] pouilleux.se

Top Domains in Tweet in G7:
[7] twitter.com
[5] youtube.com
[4] t.me
[2] explorelearning.com
[1] stemteachingtools.org

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

Top Domains in Tweet in G10:
[4] twitter.com
[3] elizabethshreeve.com
[1] us-satellite.net
[1] colorado.edu
[1] nsta.org
[1] cleanet.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1181] ngss
[315] ngsschat
[223] stem
[180] science
[171] scied
[104] れいわ新選組
[76] 山本太郎
[73] pso2ngs
[71] nsta
[66] nsta22



Top Hashtags in Tweet in G1:
[326] ngss
[213] ngsschat
[101] scied
[41] nsta
[34] stem
[30] brillianceandstrengths
[24] scienceed
[23] prideandexcellence
[23] phearce
[17] sensemaking

Top Hashtags in Tweet in G2:
[103] れいわ新選組
[76] 山本太郎
[65] 大石あきこ
[43] yahooニュース
[38] カジノの是非は府民が決める
[34] やはた愛
[32] 西宮市長選挙
[30] 西宮市長選
[27] 吉村洋文
[25] れいわの国会質問

Top Hashtags in Tweet in G3:
[140] ngss
[65] ngsschat
[27] iteachchem
[13] nsta
[10] cangss
[9] mtedchat
[8] nsta22
[8] ab2564
[8] earthscience
[8] elementarystem

Top Hashtags in Tweet in G4:
[68] ngss
[27] 質問箱
[27] 匿名質問募集中
[15] ハニセレ2
[15] ハニーセレクト2
[14] science
[8] stem
[8] aerosole
[8] luftfilter
[8] openairstattausgangssperre

Top Hashtags in Tweet in G5:
[165] ngss
[53] stem
[47] science
[44] scied
[35] earthscience
[17] nsta22
[14] video
[11] teachers
[10] scienceteacher
[10] msta

Top Hashtags in Tweet in G6:
[2] roytybw
[2] elden_ring
[2] newprofilepic
[2] pixelwar

Top Hashtags in Tweet in G7:
[28] ngss
[6] pbl
[6] science
[5] stem
[5] womeninstem
[4] مناقشة_الرسالة
[4] الباحثين
[4] منهج_البحث_المختلط
[3] steam
[3] زكاة_العلم

Top Hashtags in Tweet in G10:
[11] ngss
[5] evolution
[4] thankyou
[3] ela
[3] edchat
[2] stem
[1] pltwlaunch
[1] weather
[1] activity1
[1] thinklikeascientist

Top Words
Top Words in Tweet in Entire Graph:
[1519] æ
[1181] #ngss
[1129] ãƒ
[1081] ngss
[1028] science
[886] ngss_tweeps
[835] ç
[801] students
[564] ϋ
[543] ªã

Top Words in Tweet in G1:
[645] ngss_tweeps
[413] science
[363] students
[345] openscied
[326] #ngss
[213] #ngsschat
[203] ngss
[195] learning
[156] nsta
[154] teachers

Top Words in Tweet in G2:
[1396] æ
[777] ãƒ
[776] ç
[494] ϋ
[436] ªã
[395] šã
[386] ÿã
[179] ˆã
[164] äº
[145] æœ

Top Words in Tweet in G3:
[182] ngssphenomena
[150] science
[140] #ngss
[117] ngss_tweeps
[96] ngss
[69] one
[65] #ngsschat
[64] students
[56] katydornbos
[48] today

Top Words in Tweet in G4:
[130] ngss
[68] #ngss
[64] science
[40] ãƒ
[27] みんなからの匿名質問を募集中
[27] こんな質問に答えてるよ
[27] どんな人がタイプですか
[27] プロフの
[27] ってなんですか
[27] #質問箱

Top Words in Tweet in G5:
[165] #ngss
[143] students
[125] novaeducation
[109] week
[96] women
[95] critical
[93] play
[92] role
[92] shark
[92] led

Top Words in Tweet in G6:
[12] ça
[12] ce
[10] mais
[10] ai
[10] thread
[9] ans
[9] jp_ngss
[8] plus
[8] bleach
[8] anime

Top Words in Tweet in G7:
[28] #ngss
[18] brainpopscience
[15] ngss_tweeps
[12] jenbreslergps
[11] science
[11] students
[11] explorelearning
[11] ms
[8] karistubbs
[7] playcraftlearn

Top Words in Tweet in G8:
[70] ngss
[67] feyi_x
[49] stable
[48] skelet
[48] guys
[48] free
[48] 123eth
[48] loser
[48] club
[48] 12

Top Words in Tweet in G9:
[67] ngss
[56] steam
[50] projesi
[48] kapsamında
[48] erasmus
[43] girit
[43] nde
[40] plus
[39] bahcesehir_k12
[38] koleji

Top Words in Tweet in G10:
[19] arctic
[11] #ngss
[10] cireseo
[9] phenomenon
[8] ngss
[8] grade
[8] warming
[8] 2x
[8] fast
[8] global

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[559] ãƒ,ãƒ
[223] æ,æ
[152] ç,æ
[117] ø,ù
[111] æ,ç
[109] æ,ªã
[105] #ngss,#ngsschat
[105] ù,ø
[101] students,critical
[98] women,led

Top Word Pairs in Tweet in G1:
[61] please,share
[56] 8th,grade
[48] openscied,units
[48] ngss_tweeps,openscied
[46] units,8th
[46] grade,complete
[46] complete,available
[46] available,download
[46] download,website
[46] website,big

Top Word Pairs in Tweet in G2:
[364] ãƒ,ãƒ
[212] æ,æ
[151] ç,æ
[109] æ,ç
[90] ç,ç
[79] æ,œã
[70] šã,æ
[69] œã,æ
[54] ç,šã
[54] ªã,ÿã

Top Word Pairs in Tweet in G3:
[51] #ngss,#ngsschat
[21] phases,moon
[21] over,28
[21] 28,days
[21] 1960,david
[21] david,latimer
[21] latimer,planted
[21] planted,tiny
[21] tiny,garden
[21] garden,inside

Top Word Pairs in Tweet in G4:
[27] みんなからの匿名質問を募集中,こんな質問に答えてるよ
[27] こんな質問に答えてるよ,どんな人がタイプですか
[27] どんな人がタイプですか,プロフの
[27] プロフの,ってなんですか
[27] ってなんですか,#質問箱
[27] #質問箱,#匿名質問募集中
[23] 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
[12] ªå,ÿé

Top Word Pairs in Tweet in G5:
[95] students,critical
[92] women,led
[92] led,groups
[92] thousands,students
[90] critical,role
[90] role,sharks
[90] sharks,play
[89] moving,beyond
[89] beyond,shark
[89] shark,week

Top Word Pairs in Tweet in G6:
[5] elden,ring
[5] 10,ans
[4] chainsaw,man
[4] trop,content
[3] ma,vie
[3] recommence,bleach
[3] ans,ce
[3] ce,soir
[3] soir,soyez
[3] dont,ils

Top Word Pairs in Tweet in G7:
[7] rex,beaber
[6] #ngss,#pbl
[6] proud,microsoftedu
[6] microsoftedu,'s
[6] 's,immersive
[6] immersive,reader
[6] reader,inside
[6] inside,brainpopscience
[6] brainpopscience,solution
[6] solution,here's

Top Word Pairs in Tweet in G8:
[48] skelet,guys
[48] guys,free
[48] free,123eth
[48] 123eth,loser
[48] loser,club
[48] club,12
[48] 12,69eth
[48] 69eth,cyber
[48] cyber,brokers
[48] brokers,85

Top Word Pairs in Tweet in G9:
[55] ngss,steam
[43] steam,erasmus
[42] projesi,kapsamında
[40] erasmus,plus
[38] koleji,olarak
[38] plus,projesi
[35] bahçeşehir,koleji
[35] olarak,paydaşı
[35] paydaşı,olduğumuz
[35] olduğumuz,ngss

Top Word Pairs in Tweet in G10:
[8] arctic,warming
[8] warming,2x
[8] 2x,fast
[8] fast,global
[8] global,average
[8] average,puzzling
[8] puzzling,engaging
[8] engaging,phenomenon
[8] phenomenon,upon
[8] upon,arctic

Top Replied-To
Top Replied-To in Entire Graph:
@ngss_tweeps
@akise_ngss
@trhk_ngss
@jessicafgwrites
@katydornbos
@bmsscienceteach
@ngss_official
@krsciencelady
@hiyoriot
@ngss_0526

Top Replied-To in G1:
@ngss_tweeps
@jessicafgwrites
@bmsscienceteach
@krsciencelady
@richbacolor
@gosciencego
@bethpesnell
@openscied
@anjanaiyer
@sbottasullivan

Top Replied-To in G2:
@ilprqslxbrk3qsw
@nabeteru1q78
@kakopontan
@decultureepcmd
@yamaken_hirap
@freeler_ngss
@aiainstein
@hiroyoshimura
@satoken24767
@shoji_kaoru

Top Replied-To in G3:
@ngss_tweeps
@katydornbos
@talilerner
@sciedhenry
@bmsscienceteach
@johannabrown
@puttichem
@ashley_green2
@apchemisme
@thenasem

Top Replied-To in G4:

Top Replied-To in G5:
@heidifessenden
@mstamich
@wiscienceteach

Top Replied-To in G6:
@jp_ngss
@souley_cmr
@medhillusion
@irisxsama
@diodionychopper
@itachiofwgkta
@winryirl
@totorugroku
@iichlban
@malikaryujin

Top Replied-To in G7:
@ngss_tweeps
@jackczajkowski
@explorelearning
@mtholfsen

Top Replied-To in G10:
@ngss_tweeps
@skreamaz
@ncse
@zoecology

Top Mentioned
Top Mentioned in Entire Graph:
@ngss_tweeps
@openscied
@ngssphenomena
@novaeducation
@ilprqslxbrk3qsw
@oishiakiko
@nsta
@philiplbell
@stemteachtools
@officialngss

Top Mentioned in G1:
@ngss_tweeps
@openscied
@philiplbell
@nsta
@stemteachtools
@ngssphenomena
@bpenuel
@drkelleyle
@inquiry_hub
@bscsorg

Top Mentioned in G2:
@oishiakiko
@ilprqslxbrk3qsw
@kakopontan
@ushimituiiniku
@ryuichiyoneyama
@pretty_occho
@aiainstein
@decultureepcmd
@reiwawakamono
@katakorinaoshi1

Top Mentioned in G3:
@ngssphenomena
@ngss_tweeps
@officialngss
@katydornbos
@labaids
@nhs_titans
@stemteachtools
@openscied
@johannabrown
@nats_science

Top Mentioned in G4:
@creosityspace
@mdrechsler
@casitamagnet
@kidsread09

Top Mentioned in G5:
@novaeducation
@venturengss
@novasciencestu
@kqededspace
@this0499154500
@vmcc_scienceed
@nassimretiere
@whereskarajamie
@scifri
@juliettescience

Top Mentioned in G6:
@iobbbu
@diodionychopper
@klefman_
@irisxsama
@itachiofwgkta
@jp_ngss
@fayelanuit
@klefman
@walidbenahmed
@koumobur

Top Mentioned in G7:
@brainpopscience
@jenbreslergps
@explorelearning
@karistubbs
@marymkairy
@playcraftlearn
@microsoftedu
@greenwichpssci
@phetsims
@wichitausd259

Top Mentioned in G8:
@feyi_x

Top Mentioned in G9:
@bahcesehir_k12
@dagozlem
@erkencocukluk
@baharnoyan1
@zuhalyd
@uskudarmem
@ngssnext
@sinan_umem
@pelingereker1
@barbarayurtseve

Top Mentioned in G10:
@cireseo
@ngss
@climatelit
@farmhillmps
@casey_cubs
@mr_amidon
@shreevebooks
@humanorigins
@nsta
@candlewick

Top Tweeters
Top Tweeters in Entire Graph:
@flipkartsupport
@tweeterofbabel
@collegemenfess
@lizditz
@saragomezaranci
@allchanges
@paytmcare
@sbyfess
@fabriciosx
@mcdonalds

Top Tweeters in G1:
@lizditz
@nytimes
@jane__eden
@cosmopolitan
@myminimine
@philshapiro
@irasocol
@codeforpdx
@paleophile
@matmuratore

Top Tweeters in G2:
@ronaldclarke
@pretty_occho
@jijicom
@kiq
@yuz_uki1
@terako_123
@adjacencypair
@h_iro_123
@hrskksrh
@oosakahaoosaka

Top Tweeters in G3:
@fabriciosx
@macchica26
@bewickwren
@mssackstein
@tbdnonymous
@wildlandfirefig
@joe4rialtousd
@tonysinanis
@vxjoe
@fnoschese

Top Tweeters in G4:
@tweeterofbabel
@newsfrombw
@brave0nft
@mdrechsler
@chriskarlknecht
@claesclasse
@binberlinerin
@_sg93__
@rroberthon
@fairwaltung

Top Tweeters in G5:
@allchanges
@artallks
@genghisgalahad2
@botfemale
@designthinkbot
@whysharksmatter
@nanab_2010
@craykain
@currying_favor
@thirupathiinc

Top Tweeters in G6:
@alshymi
@itachiofwgkta
@marodelaspada
@nosmiccigga
@juishevko
@tatianadevoe
@syylllia
@encoreunz
@yannoujr10
@sarahlugor

Top Tweeters in G7:
@iamdrwill
@explorelearning
@msonenote
@microsoftedu
@mtholfsen
@peardeck
@microsoftteams
@newsela
@mseducentral
@canvaslms

Top Tweeters in G8:
@lifematician
@itz__demola
@gbk__
@dahtween
@lordmizzy123
@yungblood_timz
@the_ayo_ifedapo
@timoofficial_
@kingubermenschh
@elkayy00

Top Tweeters in G9:
@aydinnefise
@dagozlem
@euerasmusplus
@istanbulilmem
@erkencocukluk
@ulusalajans
@nukteteber
@tubakevserarda
@ozgeeasln
@bahcesehir_k12

Top Tweeters in G10:
@coyotegulch
@bear_risa
@aftct
@mindfuldesserts
@jayaisales
@unionmatt
@nbpts
@candlewick
@ncse
@natgeoeducation


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