edchat, Twitter, 9/29/2020 5:29:38 PM, 236267


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edchat_2020-09-29_02-45-31.xlsx
edchat_2020-09-29_02-45-31.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 29, 2020
Short Description:
edchat via NodeXL https://bit.ly/2HGzD1I
@drmarciatate
@jc_james_clark
@markj_ohnson
@catlin_tucker
@rdene915
@e_sheninger
@edsurge
@tcea
@nowakro
@kyleniemis

Top hashtags:
#edchat
#edtech
#education
#k12
#remotelearning
#edutwitter
#distancelearning
#teachers
#sel

Description:
Description
The graph represents a network of 5,692 Twitter users whose tweets in the requested range contained "edchat", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 29 September 2020 at 09:57 UTC.

The requested start date was Monday, 28 September 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 5-day, 3-hour, 59-minute period from Tuesday, 22 September 2020 at 20:01 UTC to Monday, 28 September 2020 at 00:01 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 : 5692
Unique Edges : 3420
Edges With Duplicates : 11682
Total Edges : 15102
Number of Edge Types : 5
Mentions : 2554
MentionsInRetweet : 5755
Retweet : 4445
Replies to : 175
Tweet : 2173
Self-Loops : 2292
Reciprocated Vertex Pair Ratio : 0.0499849894926448
Reciprocated Edge Ratio : 0.0952108649035025
Connected Components : 737
Single-Vertex Connected Components : 340
Maximum Vertices in a Connected Component : 3693
Maximum Edges in a Connected Component : 11288
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5.991127
Graph Density : 0.000215940569203905
Modularity : 0.439866
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 5,692 Twitter users whose tweets in the requested range contained "edchat", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 29 September 2020 at 09:57 UTC.

The requested start date was Monday, 28 September 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 5-day, 3-hour, 59-minute period from Tuesday, 22 September 2020 at 20:01 UTC to Monday, 28 September 2020 at 00:01 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 : edchat
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:
[85] https://catlintucker.com/2020/09/online-learning-thinking-routines/
[68] http://esheninger.blogspot.com/2020/09/high-agency-in-remote-and-hybrid.html
[39] https://www.routledge.com/12-Characteristics-of-Deliberate-Homework/Youngman/p/book/9781003002413?utm_source=individuals&utm_medium=shared_link&utm_campaign=B003023_lr1_1au_7pp_d670_2020projectauthorsasselfpromoters
[38] https://www.rdene915.com/
[35] https://www.amazon.com/kindle-dbs/entity/author/B01N1WWDQA?_encoding=UTF8&node=2656022011&offset=0&pageSize=12&searchAlias=stripbooks&sort=author-pages-popularity-rank&page=1&langFilter=default#formatSelectorHeader
[31] https://www.cultofpedagogy.com/accurate-grades/
[28] https://web.cvent.com/event/6ef5671f-dff5-4263-a774-3da15dab58c8/websitePage:d96aee74-d6aa-4c93-8bcb-048abaf2c09e
[28] http://esheninger.blogspot.com/2020/08/keeping-kids-engaged-in-remote-learning.html
[25] http://brenhamtechdaily.blogspot.com/2020/09/wow-wednesday-split-chromebook-screen.html
[19] https://blog.tcea.org/teaching-in-a-hybrid-classroom/?utm_source=rss&utm_medium=rss&utm_campaign=teaching-in-a-hybrid-classroom#utm_source=rss&utm_medium=rss&utm_campaign=teaching-in-a-hybrid-classroom

Top URLs in Tweet in G1:
[32] https://www.routledge.com/12-Characteristics-of-Deliberate-Homework/Youngman/p/book/9781003002413?utm_source=individuals&utm_medium=shared_link&utm_campaign=B003023_lr1_1au_7pp_d670_2020projectauthorsasselfpromoters
[22] http://brenhamtechdaily.blogspot.com/2020/09/wow-wednesday-split-chromebook-screen.html
[17] https://www.ideaillinois.org/blog/9257814
[13] https://convention.tcea.org/
[12] https://tcea.org/news/tcea-and-idea-2021/
[11] https://www.plectica.com/
[9] https://www.peardeck.com/pear-deck-blog/2020/9/22/school-counselor-templates
[8] https://docs.google.com/document/d/1NRTo6Bdr41Uw08gEOKjfXB8NmGmoHSvlofRYHoSyalo/edit?usp=sharing
[6] https://mailchi.mp/tcea/21convopen
[5] https://shakeuplearning.com/blog/shake-up-learning-with-shapegrams-google-drawings/

Top URLs in Tweet in G2:
[18] https://www.mrrobertsonscorner.com/
[5] http://itunes.apple.com/us/app/geometry-area-calculator/id492594326?mt=8
[4] https://tweetedtimes.com/search/iKrips/en?s=rgp
[4] https://tweetedtimes.com/JodiMos?s=rgp
[4] http://paper.li/AriesCobb/1397995931
[4] http://itunes.apple.com/us/app/pythagorean-calculator/id495387401?mt=8&ls=1
[4] http://itunes.apple.com/us/app/quadratic-roots-calculator/id495423577?mt=8&ls=1
[4] http://tinyurl.com/6n3bxrw
[3] https://www.edutopia.org/article/your-checklist-virtual-project-based-learning
[3] https://teacheridea.com/digest/ideas_3001_to_3500/teacheridea_3378_google_slides_interactive_notebooks._20_activities_fill_them.htm

Top URLs in Tweet in G3:
[35] https://www.rdene915.com/
[34] https://www.amazon.com/kindle-dbs/entity/author/B01N1WWDQA?_encoding=UTF8&node=2656022011&offset=0&pageSize=12&searchAlias=stripbooks&sort=author-pages-popularity-rank&page=1&langFilter=default#formatSelectorHeader
[11] https://www.youtube.com/playlist?list=PL3y85TmZlOLfNZFUQaFOpCPMmEd5jI_jQ

[10] https://www.edsurge.com/news/2020-05-21-how-to-foster-a-positive-school-climate-in-a-virtual-world?utm_content=buffer2552c&utm_medium=social&utm_source=twitter.com&utm_campaign=EdSurgeBuffer
[8] http://www.curationiq.com/
[7] https://www.edutopia.org/article/how-using-little-sign-language-can-improve-online-classes
[7] https://www.facebook.com/groups/THRIVEinEDU
[7] http://www.learningrevolution.com/
[7] http://engagucate.com/blog/classroom-management-strategies-for-digital-learning/?utm_source=ReviveOldPost&utm_medium=social&utm_campaign=ReviveOldPost
[7] https://www.youtube.com/watch?v=UnRoEz6EAyo&feature=youtu.be


Top URLs in Tweet in G4:
[3] https://www.facebook.com/primetoSHINE
[2] http://www.davidsongifted.org/Search-Database/entry/A10255?utm_campaign=coschedule&utm_source=twitter&utm_medium=belinblank
[2] https://www.psychologytoday.com/blog/how-do-life/201801/ten-tips-parents-smart-child?utm_campaign=coschedule&utm_source=twitter&utm_medium=belinblank
[1] http://www.rootsofaction.com/role-models-youth-strategies-success/
[1] http://ow.ly/Jt30307D4Ji
[1] https://belinblank.wordpress.com/2019/01/16/subject-acceleration-a-how-to-list/?utm_campaign=coschedule&utm_source=twitter&utm_medium=belinblank
[1] http://ow.ly/VKyQ30pCPid
[1] https://americanindian.si.edu/nk360/student-programs/distance-learning
[1] https://twitter.com/PGCTV/status/1308578461964009475
[1] https://youtu.be/P0LlKkWtPvU

Top URLs in Tweet in G5:
[73] https://catlintucker.com/2020/09/online-learning-thinking-routines/
[4] https://catlintucker.com/2020/01/growth-over-time/
[3] https://catlintucker.com/2020/08/asynchronous-vs-synchronous/
[3] https://www.nytimes.com/2020/09/24/nyregion/regis-catholic-school-racism.html
[3] https://www.tolerance.org/magazine/fall-2020/the-weaponization-of-whiteness-in-schools
[2] https://catlintucker.com/2020/07/flipped-learning-flow-for-blended-or-online/
[2] https://catlintucker.com/2020/06/racial-injustice-teaching-resources/
[2] https://catlintucker.com/2020/09/udl-blended-learning-action-expression/
[2] https://www.edutopia.org/article/how-choose-words-motivate-students-during-online-learning
[1] https://catlintucker.com/2020/09/udl-blended-learning-representation/

Top URLs in Tweet in G6:
[11] https://us02web.zoom.us/webinar/register/WN_pLH37Y0QQq2Gh9DHAa3rtA
[8] https://figuremath.com/microgrant2020/
[3] https://twitter.com/JustinAion/status/1308158225846591492
[3] https://twitter.com/QasimRashid/status/1308555682497597440
[3] https://twitter.com/blackgirlinmain/status/1308927404296019969
[3] https://twitter.com/ProfHsieh/status/1309962910878162944
[3] https://makemathmoments.com/episode87/
[3] https://www.gse.harvard.edu/news/uk/19/12/safeguarding-mental-health-teachers
[2] https://www.teacherspayteachers.com/Product/Interactive-Telling-Time-for-Google-Jamboard-and-Distance-Learning-Blended-5990027
[2] https://mrtechnologyontpt.blogspot.com/2020/09/google-jamboard-math-5-pack-for-google.html?spref=tw

Top URLs in Tweet in G7:
[58] http://esheninger.blogspot.com/2020/09/high-agency-in-remote-and-hybrid.html
[23] http://esheninger.blogspot.com/2020/08/keeping-kids-engaged-in-remote-learning.html
[16] https://blog.tcea.org/teaching-in-a-hybrid-classroom/?utm_source=rss&utm_medium=rss&utm_campaign=teaching-in-a-hybrid-classroom#utm_source=rss&utm_medium=rss&utm_campaign=teaching-in-a-hybrid-classroom
[15] http://esheninger.blogspot.com/2020/08/strategies-to-foster-discourse-and.html
[6] http://esheninger.blogspot.com/2020/09/developing-sel-competencies-through.html
[4] https://catlintucker.com/2020/09/online-learning-thinking-routines/
[3] https://educatoral.wordpress.com/2020/09/27/sharing-diigo-links-and-resources-weekly-134/
[3] http://esheninger.blogspot.com/2020/09/a-pedagogical-framework-for-managing.html
[2] https://ditchthattextbook.com/top-10-videos/
[2] https://www.freetech4teachers.com/2020/09/jamboard-is-now-integrated-into-google.html

Top URLs in Tweet in G8:
[10] http://www.ascd.org/publications/educational_leadership/sept20/vol78/num01/Time_for_Competency-Based_Grading%C2%A2.aspx
[3] https://www.youtube.com/watch?v=d8F1SnWaIfE&feature=youtu.be

[2] http://www.ascd.org/publications/educational-leadership/sept20/vol78/num01/Instructional-Shifts-to-Support-Deep-Learning.aspx
[2] https://www.youtube.com/watch?v=MHK-lqDqRdE&feature=youtu.be

[2] https://www.tes.com/teaching-resource/aqa-gcse-biology-science-ecology-communities-lesson-11987047
[2] https://www.tes.com/teaching-resource/aqa-ks4-gcse-biology-science-anaerobic-respiration-lesson-11727747
[2] http://esheninger.blogspot.com/2020/09/high-agency-in-remote-and-hybrid.html
[2] https://www.breaker.audio/number-revoltlap-a-podcast-in-black-and-white/e/67009615
[2] https://www.youtube.com/watch?v=qCVsUcq0URM&feature=youtu.be

[1] http://www.ascd.org/publications/educational-leadership/oct15/vol73/num02/The-Seven-Habits-of-Highly-Affective-Teachers.aspx

Top URLs in Tweet in G9:
[3] https://www.coolcatteacher.com/how-to-empower-teachers/?utm_campaign=coschedule&utm_source=twitter&utm_medium=coolcatteacher&utm_content=How
[3] to
[3] Empower
[3] Teachers
[2] http://gonzalezteachingtidbits.blogspot.com/2020/09/communication-is-possible-despite.html
[1] https://catlintucker.com/2020/09/online-learning-thinking-routines/
[1] https://www.amazon.com/kindle-dbs/entity/author/B01N1WWDQA?_encoding=UTF8&node=2656022011&offset=0&pageSize=12&searchAlias=stripbooks&sort=author-pages-popularity-rank&page=1&langFilter=default#formatSelectorHeader
[1] https://www.edutopia.org/article/how-make-teaching-online-feel-less-isolating
[1] https://twitter.com/dmvelliaris/status/1304579010689597445
[1] https://twitter.com/dmvelliaris/status/1305147207587262465

Top URLs in Tweet in G10:
[7] http://blogs.edweek.org/edweek/finding_common_ground/2020/09/educators_get_prepared_for_a_w-shaped_recovery_emotional_not_economic.html
[3] https://www.vox.com/first-person/21450739/coronavirus-covid-19-school-remote-online-learning?campaign_id=174&emc=edit_csb_20200925&instance_id=22534&nl=coronavirus-schools-briefing®i_id=67466604&segment_id=39060&te=1&user_id=afcb076c2f802c498ee00d329336ffce
[2] http://blogs.edweek.org/edweek/finding_common_ground/2020/09/what_is_truly_the_meaning_behind_words_like_disadvantaged_and_disengaged.html
[2] https://www.twoscreensforteachers.org/
[2] https://www.edutopia.org/article/how-choose-words-motivate-students-during-online-learning
[2] https://www.educationdive.com/news/study-schools-still-struggle-with-distance-learning-but-key-solutions-are/585720/
[2] https://www.amazon.com/s/ref=as_li_ss_tl?k=bananagrams&ref=nb_sb_noss_2&linkCode=sl2&tag=tomtolkien-20&linkId=4962ad6077fb9474ba1f6470869ab560
[2] https://www.congressionalappchallenge.us/
[2] https://www.vox.com/first-person/21450739/coronavirus-covid-19-school-remote-online-learning?utm_campaign=vox&utm_content=entry&utm_medium=social&utm_source=twitter
[2] https://educationaltechnologyguy.blogspot.com/2020/08/resources-for-reopening-schools-whether.html?spref=tw

Top Domains
Top Domains in Tweet in Entire Graph:
[364] twitter.com
[255] blogspot.com
[103] thepaperlesstrail.com
[101] catlintucker.com
[93] google.com
[91] youtube.com
[74] edsurge.com
[63] amazon.com
[63] tcea.org
[61] edutopia.org

Top Domains in Tweet in G1:
[42] tcea.org
[33] blogspot.com
[32] routledge.com
[25] twitter.com
[20] weareteachers.com
[18] google.com
[17] ideaillinois.org
[11] plectica.com
[9] peardeck.com
[9] mzteachuh.org

Top Domains in Tweet in G2:
[59] twitter.com
[18] mrrobertsonscorner.com
[17] apple.com
[16] careerarc.com
[14] co.uk
[14] teacheridea.com
[13] edutopia.org
[10] google.com
[10] iconohash.com
[8] youtube.com

Top Domains in Tweet in G3:
[51] edsurge.com
[47] rdene915.com
[41] amazon.com
[24] edutopia.org
[22] youtube.com
[19] k12prospects.com
[18] twitter.com
[17] edhacked.com
[14] 2peasandadog.com
[11] facebook.com

Top Domains in Tweet in G4:
[3] psychologytoday.com
[3] facebook.com
[2] ow.ly
[2] davidsongifted.org
[1] rootsofaction.com
[1] wordpress.com
[1] si.edu
[1] twitter.com
[1] youtu.be

Top Domains in Tweet in G5:
[87] catlintucker.com
[3] nytimes.com
[3] tolerance.org
[2] podbean.com
[2] twitter.com
[2] edutopia.org
[1] amazon.com
[1] edsurge.com
[1] apple.com
[1] studysync.com

Top Domains in Tweet in G6:
[46] twitter.com
[14] zoom.us
[11] teacherspayteachers.com
[8] figuremath.com
[8] makemathmoments.com
[3] blogspot.com
[3] edweek.org
[3] youtube.com
[3] harvard.edu
[2] tiktok.com

Top Domains in Tweet in G7:
[106] blogspot.com
[16] tcea.org
[6] freetech4teachers.com
[4] catlintucker.com
[3] wordpress.com
[3] google.com
[2] ditchthattextbook.com
[2] kqed.org
[2] edublogs.org
[2] pinterest.com

Top Domains in Tweet in G8:
[21] youtube.com
[15] ascd.org
[14] tes.com
[5] blogspot.com
[5] cybraryman.com
[2] breaker.audio
[1] bit.ly
[1] catlintucker.com
[1] twitter.com
[1] wenmoth.net

Top Domains in Tweet in G9:
[6] twitter.com
[3] blogspot.com
[3] coolcatteacher.com
[2] apple.co
[2] byronernest.blog
[2] edsurge.com
[1] catlintucker.com
[1] amazon.com
[1] edutopia.org
[1] bit.ly

Top Domains in Tweet in G10:
[11] edweek.org
[9] twitter.com
[8] educationdive.com
[7] amazon.com
[6] nytimes.com
[5] vox.com
[5] wonderopolis.org
[4] the74million.org
[2] twoscreensforteachers.org
[2] ascd.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[4490] edchat
[1120] edtech
[861] education
[444] k12
[315] remotelearning
[307] edutwitter
[243] distancelearning
[208] teachers
[204] sel
[190] teaching



Top Hashtags in Tweet in G1:
[301] edchat
[227] edtech
[72] remotelearning
[50] tcea21
[49] txed
[46] education
[46] tcea
[46] ideacon
[31] edutwitter
[28] etcoaches

Top Hashtags in Tweet in G2:
[544] edchat
[106] edtech
[74] education
[45] teachers
[38] teaching
[35] remotelearning
[32] students
[28] learning
[24] edutwitter
[22] ukedchat

Top Hashtags in Tweet in G3:
[492] edchat
[276] education
[200] k12
[135] edtech
[123] distancelearning
[77] sel
[48] thriveinedu
[47] suptchat
[47] elearning
[44] educhat

Top Hashtags in Tweet in G4:
[56] edchat
[9] youthinaction
[6] kindnessmatters
[6] leadership
[6] sundaythoughts
[6] thinkbigsundaywithmarsha
[6] primetoshine
[5] gtchat
[4] parenting
[4] education

Top Hashtags in Tweet in G5:
[51] edchat
[9] blendedlearning
[8] education
[7] onlinelearning
[5] edtwt
[4] learning
[4] antiracist
[3] teachers
[3] udl
[3] adminchat

Top Hashtags in Tweet in G6:
[304] edchat
[48] iteachmath
[32] mtbos
[22] education
[20] edtech
[20] math
[15] mathchat
[14] distancelearning
[14] remotelearning
[11] googleclassroom

Top Hashtags in Tweet in G7:
[123] edchat
[62] hybridlearning
[58] edutwitter
[51] suptchat
[50] cpchat
[42] remotelearning
[23] remoteteaching
[16] edtech
[11] distancelearning
[8] gamificación

Top Hashtags in Tweet in G8:
[95] edchat
[60] ukedchat
[52] science
[51] nqtchat
[49] aussieed
[44] ittchat
[14] revision
[13] aqascience
[10] grading
[9] alevelbiology

Top Hashtags in Tweet in G9:
[52] edchat
[19] buildhopeedu
[13] tlap
[12] leadlap
[10] bekindedu
[9] education
[8] edtechchat
[7] remotelearning
[6] hacklearning
[5] teachertwitter

Top Hashtags in Tweet in G10:
[103] edchat
[24] edtech
[13] edu
[13] lead
[13] learn
[10] remotelearning
[9] k12
[8] edpolicy
[8] learning
[8] sic

Top Words
Top Words in Tweet in Entire Graph:
[4492] #edchat
[1253] students
[1122] #edtech
[1010] learning
[864] #education
[606] school
[574] join
[525] know
[524] more
[444] #k12

Top Words in Tweet in G1:
[304] #edchat
[228] #edtech
[105] tcea
[97] looking
[85] students
[72] #remotelearning
[70] learning
[69] resources
[68] here's
[68] created

Top Words in Tweet in G2:
[544] #edchat
[106] #edtech
[95] students
[76] learning
[74] #education
[50] check
[46] teachers
[45] #teachers
[38] #teaching
[37] help

Top Words in Tweet in G3:
[492] #edchat
[276] #education
[200] #k12
[187] rdene915
[135] #edtech
[123] #distancelearning
[114] join
[107] learning
[92] school
[91] students

Top Words in Tweet in G4:
[286] students
[284] know
[283] care
[282] much
[233] drmarciatate
[156] don
[147] wor
[141] until
[141] building
[141] relationships

Top Words in Tweet in G5:
[181] catlin_tucker
[171] learning
[146] thinking
[146] routines
[91] work
[88] design
[86] approach
[86] expression
[86] student
[85] doesn

Top Words in Tweet in G6:
[304] #edchat
[61] students
[48] #iteachmath
[46] curriculum
[43] history
[42] education
[40] tomwhitby
[40] sgthomas1973
[38] one
[36] mssackstein

Top Words in Tweet in G7:
[150] e_sheninger
[123] #edchat
[106] remote
[95] hybrid
[74] classroom
[62] #hybridlearning
[58] high
[58] agency
[58] #edutwitter
[51] #suptchat

Top Words in Tweet in G8:
[95] #edchat
[66] elmagazine
[60] #ukedchat
[56] learning
[52] #science
[51] #nqtchat
[49] #aussieed
[44] #ittchat
[41] students
[37] biology

Top Words in Tweet in G9:
[93] nowakro
[66] reading
[52] #edchat
[52] make
[51] difference
[36] need
[35] right
[31] don
[30] love
[28] whatever

Top Words in Tweet in G10:
[103] #edchat
[24] #edtech
[22] students
[13] #edu
[13] #lead
[13] #learn
[12] school
[10] economic
[10] #remotelearning
[10] great

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[365] #edtech,#edchat
[285] #education,#edchat
[256] #edchat,#edtech
[174] thinking,routines
[162] building,relationships
[157] relationships,students
[155] students,don
[155] don,care
[155] care,much
[155] much,know

Top Word Pairs in Tweet in G1:
[67] hey,y'all
[67] y'all,looking
[67] looking,writing
[67] writing,resources
[67] resources,here's
[67] here's,site
[67] site,created
[67] created,graphic
[67] graphic,organizers
[67] organizers,designed

Top Word Pairs in Tweet in G2:
[59] #edtech,#edchat
[30] #education,#edchat
[23] check,blog
[22] #edchat,#edtech
[20] #math,#techtalk
[20] #techtalk,#iphone
[20] #algebra,#edtech
[19] #teaching,#learning
[18] thanks,follow
[18] follow,check

Top Word Pairs in Tweet in G3:
[125] #education,#edchat
[51] #edchat,#k12
[36] #k12,#edchat
[34] #edchat,#edtech
[28] learning,go
[28] go,thoughts
[28] thoughts,things
[28] pd,experiences
[28] #education,#k12
[27] #edchat,#distancelearning

Top Word Pairs in Tweet in G4:
[141] students,don
[141] don,care
[141] care,much
[141] much,know
[141] know,until
[141] until,know
[141] know,much
[141] much,care
[141] care,building
[141] building,relationships

Top Word Pairs in Tweet in G5:
[146] thinking,routines
[85] design,learning
[84] one,size
[84] size,fits
[84] fits,approach
[84] approach,doesn
[84] doesn,work
[84] work,expression
[84] expression,ideas
[84] ideas,design

Top Word Pairs in Tweet in G6:
[37] #iteachmath,#edchat
[23] #mtbos,#iteachmath
[14] twitter,tip
[12] critical,thinking
[12] mr,trump
[12] tomwhitby,twitter
[12] mental,health
[10] 1619,project
[10] patriotic,education
[10] tip,see

Top Word Pairs in Tweet in G7:
[79] remote,hybrid
[74] hybrid,classroom
[58] high,agency
[58] agency,remote
[56] #edchat,#edutwitter
[55] e_sheninger,high
[48] classroom,#edchat
[48] #edutwitter,#suptchat
[48] #suptchat,#cpchat
[46] #cpchat,#di

Top Word Pairs in Tweet in G8:
[48] #ukedchat,#science
[48] #science,#nqtchat
[48] #aussieed,#edchat
[43] #nqtchat,#ittchat
[42] #ittchat,#aussieed
[23] gcse,biology
[20] instructional,coaches
[20] coaches,play
[20] play,essential
[20] essential,role

Top Word Pairs in Tweet in G9:
[29] make,difference
[28] whatever,love
[28] love,don
[28] don,need
[28] need,move
[28] move,mountains
[28] mountains,make
[28] difference,unknown
[28] unknown,small
[28] small,action

Top Word Pairs in Tweet in G10:
[13] #edchat,#edu
[13] #edu,#lead
[13] #lead,#learn
[10] #edchat,#edtech
[9] #edtech,#edchat
[7] #ascdl2l,#edchat
[7] educators,ready
[7] ready,shaped
[7] shaped,recovery
[7] recovery,emotional

Top Replied-To
Top Replied-To in Entire Graph:
@sgthomas1973
@mssackstein
@djhanenfivestar
@pwharris
@madisonwolf31
@chelsea65971018
@harveyalvy1
@5liens
@jeremydbond
@key_barnes

Top Replied-To in G1:
@nearpod
@sonia_nelson
@txedmod

Top Replied-To in G3:
@deputygrocott
@ralstonk
@zoom_us

Top Replied-To in G4:
@drmarciatate

Top Replied-To in G5:
@catlin_tucker
@toddwhitaker

Top Replied-To in G6:
@sgthomas1973
@mssackstein
@chelsea65971018
@madisonwolf31
@pwharris
@harveyalvy1
@jeremydbond
@key_barnes
@jaywigmore
@dennisdill

Top Replied-To in G8:
@tesresources

Top Replied-To in G10:
@edcommission
@weareteachers
@asaecenter
@ssireview
@larryferlazzo
@lizatkin
@clemetroschools
@pattyonovak
@james3neal
@hsadenisonmid

Top Mentioned
Top Mentioned in Entire Graph:
@drmarciatate
@catlin_tucker
@rdene915
@e_sheninger
@nowakro
@kyleniemis
@tcea
@selearningedu
@mtholfsen
@mrpiercey

Top Mentioned in G1:
@tcea
@mrpiercey
@ideaillinois
@savvaslearning
@weareteachers
@mrsparkshine
@erik_youngman
@mrshowell24
@bisdwiredteam
@peardeck

Top Mentioned in G2:
@stupotwakefield
@tesolworld
@davidnautilus1
@dougdunneds
@jeffskohls
@deannamascle
@supportrealtchr
@mseideman
@acer_uk

Top Mentioned in G3:
@rdene915
@thriveinedu
@edsurge
@buncee
@edumatchbooks
@getzigazoo
@belouga_
@digcitinstitute
@k12prospects
@getting_smart

Top Mentioned in G4:
@drmarciatate
@smithsoniannmai
@s_louis10
@psychtoday
@igniteyourshine
@lavonnaroth
@davidsongifted
@belinblank
@primetoshine
@psychauthormom

Top Mentioned in G5:
@catlin_tucker
@fixingeducation
@engagereaders
@mrpiercey
@trishadifazio
@projectzerohgse
@studysync
@jeffhiseredu
@toddwhitaker
@drmarciatate

Top Mentioned in G6:
@tomwhitby
@harveyalvy1
@mssackstein
@sgthomas1973
@bobsonwong
@makemathmoments
@web20classroom
@figuremath
@chelsea65971018
@iteachmathall

Top Mentioned in G7:
@e_sheninger
@tcea
@educatoral
@catlin_tucker
@wes_kieschnick
@esportsedulab
@educato
@mrpiercey
@elmagazine
@meghan_lawson

Top Mentioned in G8:
@elmagazine
@youtube
@jaymctighe
@rickwormeli2
@harveysilver
@tesresources
@teacherchalky1
@cybraryman1
@e_sheninger
@curriculumblog

Top Mentioned in G9:
@nowakro
@erobbprincipal
@brandonbeckedu
@dyknow
@phausedu
@loudlearning
@vste
@mrpstrunk
@techymargaret
@katief

Top Mentioned in G10:
@petermdewitt
@eddivek12
@ascd
@seantslade
@cleveland_pl
@nytimes
@voxdotcom
@paodonne
@smartbrief
@the74

Top Tweeters
Top Tweeters in Entire Graph:
@missb62
@sectest9
@marshawright
@alhanda
@bella623
@chidambara09
@celebrainltd
@cybersec_feeds
@rjber15
@iartg

Top Tweeters in G1:
@manson_marina
@mvdsister
@mzteachuh
@flipgrid
@scalarhumanity
@elizawallace27
@justusnatuhwera
@mgcjusa
@taramartinedu
@srb1970rita

Top Tweeters in G2:
@stacylemelle
@halehawk
@drlynnekenney
@blocht574
@iconohash
@jackiegerstein
@jgmac1106
@deannamascle
@drjohnsonmd
@mosaicgraffiti

Top Tweeters in G3:
@lynch39083
@bar_zie
@abc
@alicekeeler
@forbes
@academicchatter
@ukedchat
@schleiderjustin
@educationweek
@rdene915

Top Tweeters in G4:
@marshawright
@debeauxos1
@iamdrwill
@kattanoru
@iamiqili
@kelans27
@popindc
@lavonnaroth
@psychtoday
@drpricemitchell

Top Tweeters in G5:
@pana
@toddwhitaker
@studysync
@teachfromhere
@nanaman25449446
@catlin_tucker
@iamchayp
@geographunk
@book_gnome
@don1lee

Top Tweeters in G6:
@moniselseward
@ssxman2
@teka21bat
@leftboomer
@samsmith_phd
@salon
@mssackstein
@nikfarmath2
@shiftparadigm
@ritapanahi

Top Tweeters in G7:
@nancyrubin
@fourcornersrock
@e_sheninger
@esportstweeter
@joe_sanfelippo
@ludigencia
@khechara
@drjcotton
@educatoral
@benjamingilpin

Top Tweeters in G8:
@cybraryman1
@drpowerskhs
@iplante
@jennifer_hogan
@curriculumblog
@mccoyderek
@tesresources
@timlriley
@ameliadgvl
@newcollegeleics

Top Tweeters in G9:
@ilovebooks786
@expertleaders
@gdorn1
@erobbprincipal
@bethhill2829
@wadestanford
@coolcatteacher
@pcalleypbvusd
@janicekobelsky
@disruptedtoday

Top Tweeters in G10:
@nytimes
@wsj
@jcorippo
@voxdotcom
@wonderopolis
@james3neal
@openculture
@pattimarathon
@spencerideas
@fredende


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