distancelearning, Twitter, 1/28/2021 1:29:56 PM, 246705


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distancelearning_2021-01-28_01-42-49.xlsx
distancelearning_2021-01-28_01-42-49.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 28, 2021
Short Description:
distancelearning via NodeXL https://bit.ly/39sIC21
@distancelrnbot
@e_sheninger
@calacademy
@googleforedu
@pdst_techined
@sharemylesson
@teacher2teacher
@sgraham30
@openuniversity
@wonderworkshop

Top hashtags:
#distancelearning
#remotelearning
#education
#edtech

Description:
Description
The graph represents a network of 10,321 Twitter users whose tweets in the requested range contained "distancelearning", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 28 January 2021 at 10:11 UTC.

The requested start date was Thursday, 28 January 2021 at 01:01 UTC and the maximum number of tweets (going backward in time) was 18,000.

The tweets in the network were tweeted over the 23-day, 15-hour, 26-minute period from Wednesday, 30 December 2020 at 21:17 UTC to Saturday, 23 January 2021 at 12:43 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 : 10321
Unique Edges : 6839
Edges With Duplicates : 27194
Total Edges : 34033
Number of Edge Types : 5
Mentions : 4313
Replies to : 360
Retweet : 10388
MentionsInRetweet : 13589
Tweet : 5383
Self-Loops : 5646
Reciprocated Vertex Pair Ratio : 0.0360164557944578
Reciprocated Edge Ratio : 0.0695287330486252
Connected Components : 1434
Single-Vertex Connected Components : 888
Maximum Vertices in a Connected Component : 7699
Maximum Edges in a Connected Component : 30362
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 3.890211
Graph Density : 0.000125308977181317
Modularity : 0.366811
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 10,321 Twitter users whose tweets in the requested range contained "distancelearning", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 28 January 2021 at 10:11 UTC.

The requested start date was Thursday, 28 January 2021 at 01:01 UTC and the maximum number of tweets (going backward in time) was 18,000.

The tweets in the network were tweeted over the 23-day, 15-hour, 26-minute period from Wednesday, 30 December 2020 at 21:17 UTC to Saturday, 23 January 2021 at 12:43 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 : distancelearning
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:
[127] https://www.pinterest.com/esheninger/remote-and-hybrid-learning/?invite_code=e572cef224e247ccbfb68ce6384e7829&sender=205476939157212086
[113] https://www.rdene915.com/
[80] 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
[63] https://www.instagram.com/accounts/login/
[62] 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
[60] https://www.pinterest.com/esheninger/remote-and-hybrid-learning/?invite_code=b814918b94494f5c94f45fb1b7901c16&sender=205476939157212086
[55] https://podcasts.apple.com/us/podcast/thriveinedu-by-rachelle-dene-poth/id1534150166
[48] https://www.pdsttechnologyineducation.ie/en/PUBLICATIONS/Articles/10-Tips-for-Teaching-Online/
[43] https://anchor.fm/rdene915
[39] https://blogs.mathworks.com/deep-learning/2020/04/07/learning-deep-learning-at-home/?s_eid=psm_dl&source=15308

Top URLs in Tweet in G1:
[27] https://www.instagram.com/accounts/login/
[20] https://www.richfield.ac.za/quick-application/
[19] https://www.rdene915.com/
[18] http://www.stemprintables.com/stem-education/what-is-stem-education-a-guide-for-teachers-and-parents/
[16] https://podcasts.apple.com/us/podcast/thriveinedu-by-rachelle-dene-poth/id1534150166
[14] https://dmcfsacademy.com/apply-now.php?utm_source=twitter&utm_medium=Post&utm_campaign=leads
[13] https://payhip.com/b/oxeb
[13] https://anchor.fm/rdene915
[10] https://myorthodonticsblogg.blogspot.com/
[10] https://queenbeeboutique.scentsy.us/shop/c/4461/view-all-kids

Top URLs in Tweet in G2:
[94] https://www.rdene915.com/
[78] 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
[49] 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
[39] https://podcasts.apple.com/us/podcast/thriveinedu-by-rachelle-dene-poth/id1534150166
[30] https://anchor.fm/rdene915
[28] https://www.eventsquid.com/mobileapp.cfm?event_id=11497
[25] https://www.amazon.com/s?k=kidz+rock+university+homeschool&i=stripbooks&ref=nb_sb_noss_1
[15] https://www.wonderexplorelearn.com/in-the-midst-of-learning-loss-what-has-been-gained/
[15] https://mylearnie.com/
[15] https://apps.apple.com/app/id481585467

Top URLs in Tweet in G3:
[19] https://www.instagram.com/accounts/login/
[12] https://wcg.ac.uk/distancelearning
[10] https://learningally.org/Solutions-for-School/Educator-Blog/addressing-equity-and-access-in-an-era-of-social-distancing?utm_source=twitter&utm_medium=social_vernacular_tweet&utm_term=&utm_content=&utm_campaign=social_media_marketing
[7] http://www.jgmckenney.com/
[4] https://sanfrancisco.cbslocal.com/?p=894658
[4] https://www.halleonard.com/distancelearning/
[3] https://learn.veative.com:443/
[3] https://www.edutopia.org/article/5-ways-take-some-distance-out-distance-learning
[3] https://teachfromanywhere.google/intl/en/
[3] https://www.facebook.com/event_invite/16SmQZBQq/

Top URLs in Tweet in G4:
[47] https://www.pdsttechnologyineducation.ie/en/PUBLICATIONS/Articles/10-Tips-for-Teaching-Online/
[18] https://www.pdst.ie/PrimarySTEM
[16] https://pdst.ie/DistanceLearning/Platforms/microsoft
[12] https://pdst.ie/PrimarySTEM
[5] https://pdst.ie/distancelearning
[3] https://pdst.ie/blendedlearning
[2] https://www.pdst.ie/DistanceLearning/VideoConferencing
[2] https://www.pdst.ie/DistanceLearning/DigTech
[2] https://www.youtube.com/watch?v=XZuNjmB_nXU&feature=youtu.be

[2] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DUjFFNY384Tk%26feature%3Dyoutu.be&q=EgS4SO-bGI2VyoAGIhkA8aeDS1m7cwqXGwXt5r-bxG5-XPx_XFY_MgFy

Top URLs in Tweet in G5:
[9] https://www.amazon.com/hz/wishlist/ls/L4POE97H25BU?ref_=wl_share
[5] https://www.donorschoose.org/project/materials-for-my-marvelous-students/5321427/?utm_source=dc&utm_medium=twitter&utm_campaign=teacherhub&utm_term=teacher_6721607&rf=twitter-dc-2021-01-teacherhub-teacher_6721607&challengeid=21463650&_branch_match_id=link-879412066334090122
[5] https://www.donorschoose.org/project/speech-therapy-home/5333372/?utm_source=dc&utm_medium=twitter&utm_campaign=teacherhub&utm_term=teacher_6721607&rf=twitter-dc-2021-01-teacherhub-teacher_6721607&challengeid=21463650&_branch_match_id=link-879412462536725777
[5] https://www.amazon.com/hz/wishlist/ls/25TAEB86OORD0?ref_=wl_share
[4] https://www.donorschoose.org/project/speech-therapy-home/5333372/?utm_source=dc&utm_medium=twitter&utm_campaign=teacherhub&utm_term=teacher_6721607&rf=twitter-dc-2021-01-teacherhub-teacher_6721607&challengeid=21463650&_branch_match_id=link-878450541466131027
[4] https://www.donorschoose.org/project/laptop-to-help-my-students/5345311/?utm_source=dc&utm_medium=twitter&utm_campaign=teacherhub&utm_term=teacher_6721607&rf=twitter-dc-2021-01-teacherhub-teacher_6721607&challengeid=21463650&_branch_match_id=link-878450591110338170
[3] https://woobox.com/m58pfs/naoy8r
[3] https://mailchi.mp/618237efc7d2/0lw3pwivrd-9447289
[3] https://www.donorschoose.org/project/building-on-spelling-and-vocabulary-duri/5372036/?utm_source=dc&utm_medium=twitter&utm_campaign=teacherhub&utm_term=teacher_3011259&rf=twitter-dc-2021-01-teacherhub-teacher_3011259&challengeid=20613164&_branch_match_id=link-879909046064720479
[3] https://www.donorschoose.org/project/speech-therapy-classroom-fun/5357227/?utm_source=dc&utm_medium=twitter&utm_campaign=teacherhub&utm_term=teacher_6721607&rf=twitter-dc-2021-01-teacherhub-teacher_6721607&challengeid=21463650&_branch_match_id=link-877724192271163583

Top URLs in Tweet in G6:
[111] https://www.pinterest.com/esheninger/remote-and-hybrid-learning/?invite_code=e572cef224e247ccbfb68ce6384e7829&sender=205476939157212086
[58] https://www.pinterest.com/esheninger/remote-and-hybrid-learning/?invite_code=b814918b94494f5c94f45fb1b7901c16&sender=205476939157212086
[24] http://esheninger.blogspot.com/2020/11/overcoming-engagement-hurdles-with.html
[15] http://esheninger.blogspot.com/2020/08/strategies-to-foster-discourse-and.html
[9] https://esheninger.blogspot.com/2021/01/making-headway-with-remote-and-hybrid.html
[2] https://www.pinterest.com/esheninger/remote-and-hybrid-learning/?invite_code=fe3271d578254592912861b1144987a6&sender=205476939157212086
[2] https://spencerauthor.com/virtual-meeting-interaction/
[2] 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
[2] https://www.youtube.com/playlist?list=PLy-XFhXltk8iaq1IslAumsG9sWE3eyytt

[1] https://twitter.com/i/web/status/1345062831838867456

Top URLs in Tweet in G7:
[6] https://sharemylesson.com/collections/after-polls-close-post-election-collection
[6] https://zoom.us/meeting/register/tJEkc-6tqDgrE9fy-63sVugKO3z24T2ciUL7
[5] https://sharemylesson.com/vc2021/savethedate
[5] https://sharemylesson.com/collections/martin-luther-king-jr-activities#elementary-school-resources
[4] https://sharemylesson.com/teaching-resource/7-ideas-teaching-about-presidential-inauguration-278720
[3] https://sharemylesson.com/coronavirus/distance-learning
[2] https://sharemylesson.com/blog/equitable-lens-education
[2] https://sharemylesson.com/todays-news-tomorrows-lesson/vaccine-distribution
[2] https://sharemylesson.com/teaching-resource/2020-presidential-election-what-can-we-learn-victory-speeches-328591
[2] https://sharemylesson.com/collections/martin-luther-king-jr-activities#middle-and-high-school-resources

Top URLs in Tweet in G8:
[2] https://www.calacademy.org/science-at-home
[1] http://www.comealong.org/?utm_source=Twitter&utm_medium=social&utm_campaign=October-announce&utm_content=visitalong
[1] https://twitter.com/i/web/status/1344647020833878016
[1] https://chanzuckerberg.com/about/annual-letter/year-2020/?timeline=2020&milestone=czi-pilots-new-technology-to-support-student-and-teacher-relationships

Top URLs in Tweet in G9:
[8] https://mathathome.mathlearningcenter.org
[6] https://www.pblworks.org/blog/why-pbl-best-online-instruction
[6] https://www.pblworks.org/blog/beyond-worksheet-packet-pbl-projects-adapt-remote-learning
[6] https://www.donorschoose.org/
[6] https://mailchi.mp/db841cdaeb56/the-missing-link-in-your-dual-language-instruction-2688396
[5] https://www.pblworks.org/blog/4-tips-remote-pbl-making-space-change-project
[4] https://www.pblworks.org/technologies-we-remote-learning
[2] https://www.pblworks.org/blog/rethinking-distance-learning-and-how-make-it-work-all-students
[2] https://districtadministration.com/5-technology-tips-for-k-12-hybrid-learning/
[2] https://www.gosignmeup.com/pivot-to-on-line-training/

Top URLs in Tweet in G10:
[1] https://twitter.com/OpenUniversity/status/1349353025010282496
[1] https://www.open.edu/openlearn/education-development/learning/how-can-you-take-your-teaching-online
[1] https://twitter.com/TimJBlackman/status/1346796695259127808

Top Domains
Top Domains in Tweet in Entire Graph:
[2987] twitter.com
[288] youtube.com
[217] google.com
[191] pinterest.com
[168] amazon.com
[126] donorschoose.org
[113] rdene915.com
[85] blogspot.com
[84] paper.li
[82] ac.uk

Top Domains in Tweet in G1:
[833] twitter.com
[81] youtube.com
[39] google.com
[37] instagram.com
[35] teacherspayteachers.com
[32] blogspot.com
[32] stemprintables.com
[29] ac.za
[26] linkedin.com
[25] co.uk

Top Domains in Tweet in G2:
[513] twitter.com
[120] amazon.com
[94] rdene915.com
[54] apple.com
[51] google.com
[49] routledge.com
[48] youtube.com
[41] eventsquid.com
[30] anchor.fm
[25] wonderexplorelearn.com

Top Domains in Tweet in G3:
[364] twitter.com
[27] youtube.com
[22] ac.uk
[20] instagram.com
[19] paper.li
[18] google.com
[10] learningally.org
[9] teacherspayteachers.com
[7] co.uk
[7] jgmckenney.com

Top Domains in Tweet in G4:
[78] twitter.com
[65] pdst.ie
[47] pdsttechnologyineducation.ie
[26] youtube.com
[10] google.com
[2] edutopia.org
[2] co.uk
[1] zoom.us
[1] practicaledtech.com
[1] kqed.org

Top Domains in Tweet in G5:
[197] twitter.com
[105] donorschoose.org
[38] woobox.com
[26] amazon.com
[14] robotlab.com
[9] facebook.com
[3] mailchi.mp
[3] schoolrubric.com
[2] linktr.ee
[2] onshape.com

Top Domains in Tweet in G6:
[171] pinterest.com
[48] blogspot.com
[7] twitter.com
[2] edutopia.org
[2] spencerauthor.com
[2] routledge.com
[2] youtube.com
[1] weareteachers.com
[1] gettingsmart.com
[1] pltw.org

Top Domains in Tweet in G7:
[64] twitter.com
[50] sharemylesson.com
[7] zoom.us
[4] google.com
[2] nytimes.com
[2] discoveryeducation.com
[2] net-ref.com
[2] makematic.com
[2] universityworldnews.com
[2] wwltv.com

Top Domains in Tweet in G8:
[2] calacademy.org
[1] comealong.org
[1] twitter.com
[1] chanzuckerberg.com

Top Domains in Tweet in G9:
[28] pblworks.org
[18] twitter.com
[12] mathlearningcenter.org
[7] gosignmeup.com
[6] donorschoose.org
[6] mailchi.mp
[3] districtadministration.com
[3] edweek.org
[2] edutopia.org
[2] pinterest.com

Top Domains in Tweet in G10:
[2] twitter.com
[1] open.edu

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[8350] distancelearning
[1163] remotelearning
[1146] education
[1094] edtech
[811] edchat
[656] onlinelearning
[432] learning
[397] elearning
[368] hybridlearning
[329] sel



Top Hashtags in Tweet in G1:
[2741] distancelearning
[335] remotelearning
[325] education
[232] onlinelearning
[220] learning
[219] edtech
[134] elearning
[130] virtuallearning
[129] homelearning
[106] edchat

Top Hashtags in Tweet in G2:
[1263] distancelearning
[577] edtech
[569] education
[286] edchat
[247] hybridlearning
[204] sel
[200] remotelearning
[196] k12
[154] onlinelearning
[150] elearning

Top Hashtags in Tweet in G3:
[757] distancelearning
[62] remotelearning
[54] education
[54] edtech
[51] onlinelearning
[34] covid19
[26] teachers
[26] edchat
[21] elearning
[21] iphone

Top Hashtags in Tweet in G4:
[185] distancelearning
[38] remotelearning
[28] edshareie
[18] edchatie
[15] homeschooling
[15] mfl
[13] etbi
[13] etb
[11] formativeassessment
[8] onlinelearning

Top Hashtags in Tweet in G5:
[315] distancelearning
[55] stem
[51] technology
[44] donorschoose
[38] covid19
[36] teachertwitter
[31] education
[26] cricut
[23] edutwitter
[22] edtech

Top Hashtags in Tweet in G6:
[208] edchat
[157] remotelearning
[113] suptchat
[111] cpchat
[85] edutwitter
[40] distancelearning
[16] remoteteaching
[11] hybridlearning
[10] specialeducation
[5] telly

Top Hashtags in Tweet in G7:
[156] distancelearning
[62] edchat
[39] presidentialinauguration
[36] mlk
[27] teachers
[26] covid19
[22] educhat
[21] middleschool
[21] elementaryschool
[20] highschool

Top Hashtags in Tweet in G8:
[5] distancelearning
[3] edutwitter
[2] homelearning
[1] newgoals
[1] edtech

Top Hashtags in Tweet in G9:
[120] distancelearning
[21] pbl
[15] remotelearning
[14] gosignmeup
[14] bridgesmath
[13] ell
[11] onlinelearning
[8] instantpd
[8] edtech
[7] onlineregistration

Top Hashtags in Tweet in G10:
[161] schools
[7] distancelearning
[3] openuniversity
[1] volunteer
[1] teaching
[1] online
[1] digitaleducation
[1] distanceducation
[1] gettingthroughlockdown
[1] ou

Top Words
Top Words in Tweet in Entire Graph:
[8296] #distancelearning
[3447] learning
[2392] students
[1299] distance
[1217] free
[1208] online
[1160] #remotelearning
[1137] #education
[1128] resources
[1086] #edtech

Top Words in Tweet in G1:
[2733] #distancelearning
[850] learning
[577] students
[391] distance
[335] #remotelearning
[324] #education
[299] home
[294] more
[290] online
[286] year

Top Words in Tweet in G2:
[1253] #distancelearning
[572] #edtech
[567] #education
[405] learning
[374] students
[285] #edchat
[256] rdene915
[243] #hybridlearning
[223] ideas
[211] great

Top Words in Tweet in G3:
[757] #distancelearning
[227] learning
[124] distance
[124] students
[104] ø
[101] more
[92] school
[88] online
[74] learn
[70] year

Top Words in Tweet in G4:
[431] learning
[362] online
[257] pdst_techined
[240] school
[204] distance
[187] students
[184] #distancelearning
[158] support
[149] primary
[142] parents

Top Words in Tweet in G5:
[315] #distancelearning
[197] learn
[195] help
[164] provide
[159] code
[153] hours
[152] win
[152] dash
[152] robots
[151] enter

Top Words in Tweet in G6:
[220] remote
[216] e_sheninger
[208] #edchat
[205] learning
[187] hybrid
[177] resources
[156] #remotelearning
[113] updated
[113] weekly
[113] #suptchat

Top Words in Tweet in G7:
[156] #distancelearning
[148] sharemylesson
[86] resources
[85] students
[64] free
[62] #edchat
[62] lesson
[62] teach
[56] aftunion
[44] aftteach

Top Words in Tweet in G8:
[248] free
[248] kids
[248] 11
[248] science
[248] home
[248] activity
[246] calacademy
[153] packs
[153] videos
[153] crafts

Top Words in Tweet in G9:
[157] math
[120] #distancelearning
[109] teacher2teacher
[89] strategies
[85] learning
[78] support
[76] skills
[55] learners
[54] grow
[54] give

Top Words in Tweet in G10:
[167] openuniversity
[162] uk
[162] students
[161] number
[161] #schools
[161] campuses
[161] closed
[161] taught
[161] remotely
[160] oufreelearning

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1041] distance,learning
[366] remote,learning
[302] #remotelearning,#distancelearning
[271] online,learning
[249] science,home
[212] learning,resources
[204] #distancelearning,#hybridlearning
[199] learn,code
[198] enter,win
[198] win,dash

Top Word Pairs in Tweet in G1:
[318] distance,learning
[109] home,learning
[102] #remotelearning,#distancelearning
[99] learning,frome_vale
[77] #distancelearning,#remotelearning
[75] well,done
[75] #learning,#year1
[72] #virtuallearning,#distancelearning
[67] #remotelearning,#learning
[66] frome_vale,#distancelearning

Top Word Pairs in Tweet in G2:
[154] #distancelearning,#hybridlearning
[94] always,learning
[94] learning,go
[94] go,thoughts
[94] thoughts,things
[94] things,#education
[94] #education,tech
[94] tech,pd
[94] pd,experiences
[94] experiences,#ai

Top Word Pairs in Tweet in G3:
[104] distance,learning
[43] ø,ù
[41] ø,ø
[34] learn,more
[32] ù,ø
[21] #remotelearning,#distancelearning
[19] remote,learning
[17] #edtech,#distancelearning
[17] #onlinelearning,#distancelearning
[16] ù,ù

Top Word Pairs in Tweet in G4:
[190] distance,learning
[150] online,learning
[125] next,week
[123] students,parents
[107] schools,going
[107] going,online
[107] learning,next
[107] week,students
[107] parents,free
[107] free,online

Top Word Pairs in Tweet in G5:
[151] enter,win
[151] win,dash
[151] dash,dot
[151] dot,robots
[151] robots,accessories
[151] accessories,wonderworkshop
[151] wonderworkshop,app
[151] app,learn
[151] learn,code
[151] code,challenges

Top Word Pairs in Tweet in G6:
[171] learning,resources
[126] remote,learning
[113] resources,updated
[113] updated,weekly
[113] weekly,#edchat
[111] hybrid,remote
[111] #edchat,#suptchat
[111] #suptchat,#cpchat
[111] #cpchat,#remotelearning
[110] e_sheninger,hybrid

Top Word Pairs in Tweet in G7:
[40] aftunion,aftteach
[39] #distancelearning,aftunion
[36] resources,teach
[34] takes,oath
[34] oath,office
[32] #edchat,#distancelearning
[28] lesson,plans
[28] lesson,plan
[27] free,resources
[21] #edchat,#educhat

Top Word Pairs in Tweet in G8:
[248] science,home
[153] videos,crafts
[152] free,kids
[152] kids,11
[152] 11,science
[152] home,activity
[152] activity,packs
[152] packs,filled
[152] filled,videos
[152] crafts,experiments

Top Word Pairs in Tweet in G9:
[55] #distancelearning,math
[54] math,strategies
[54] strategies,support
[54] support,learners
[54] learners,grow
[54] grow,math
[54] math,skills
[54] skills,give
[53] teacher2teacher,#distancelearning
[33] strategies,boost

Top Word Pairs in Tweet in G10:
[161] number,#schools
[161] #schools,campuses
[161] campuses,closed
[161] closed,uk
[161] uk,students
[161] students,taught
[161] taught,remotely
[161] remotely,openuniversity
[160] oufreelearning,number
[158] openuniversity,hasâ

Top Replied-To
Top Replied-To in Entire Graph:
@openmiddle
@govrondesantis
@kilsheelanns
@wkamaubell
@brureens
@gavinnewsom
@realdonaldtrump
@whitehouse
@sheehyrw
@nelliemaeedfdn

Top Replied-To in G1:
@googleworkspace
@lvbandroom
@mjjohnson1216
@pascoda
@elgato
@merchijuniors
@bbcbitesize
@sports_mrowen
@anya1anya
@chorherr

Top Replied-To in G2:
@openmiddle
@youcubed
@peardeck
@jhlm2004
@justmotehq
@clever
@flipgrid
@edsurge
@presssec
@jcorippo

Top Replied-To in G3:

Top Replied-To in G4:
@kilsheelanns
@brureens
@missmclachlan
@lucyskibb
@scorpionovasix
@killinans
@stdympnasns
@dunnamagginns
@goodcounselgns
@floodaideen

Top Replied-To in G5:
@wkamaubell
@nplace1
@support_a_teach
@sheehyrw
@cfpextrayard
@miss_khan868
@awvenable
@mrs_mckinder
@adriennella
@crafty_teacher2

Top Replied-To in G6:
@misskpennington

Top Replied-To in G7:
@nelliemaeedfdn
@genchuckyeager
@fcta2663
@flexibleclass
@nysut
@msamberchandler
@dalioeducation
@weareteachers
@newhavenindy
@yalepediatrics

Top Replied-To in G9:
@krystiblocker
@schmegini
@teacher2teacher

Top Replied-To in G10:
@openuniversity

Top Mentioned
Top Mentioned in Entire Graph:
@rdene915
@pdst_techined
@e_sheninger
@calacademy
@googleforedu
@wonderworkshop
@kat_goyette
@sharemylesson
@openuniversity
@oufreelearning

Top Mentioned in G1:
@frome_vale
@rdene915
@zoom_us
@wonderworkshop
@absorb_online
@fvayr1
@kat_goyette
@janeeceent
@aquilaeducation
@erik_youngman

Top Mentioned in G2:
@rdene915
@googleforedu
@kat_goyette
@ericcurts
@thriveinedu
@flipgrid
@erik_youngman
@nearpod
@seesaw
@brunosclass

Top Mentioned in G3:
@veescope
@carrberrycreate
@3rteachertrain
@veativeusa
@jgmckenney
@unlockmath
@edusityglobal
@beyonddiff
@dj3rdg3org3

Top Mentioned in G4:
@pdst_techined
@sgraham30
@microsoftteams
@pdstprimarystem
@niallstatham
@siobhanedu
@pdstie
@eoduibheannaigh
@youtube
@conpower

Top Mentioned in G5:
@wonderworkshop
@donorschoose
@itsmrsespinoza
@wkamaubell
@crafty_teacher2
@amazon
@stephaniespeech
@support_a_teach
@mrsmccluresroom
@tmlusby

Top Mentioned in G6:
@e_sheninger
@theresajhall
@gevschool
@mrsbwigfield
@erik_youngman
@apsmustangs
@mrskimgr4
@xmovement_
@scoilpol
@evs_yrdsb

Top Mentioned in G7:
@sharemylesson
@aftunion
@aftteach
@newshourextra
@msamberchandler
@middleweb
@discoveryed
@amle
@icivics
@storylineonline

Top Mentioned in G8:
@calacademy
@along_org
@chanzuckerberg

Top Mentioned in G9:
@teacher2teacher
@mlcmath
@pblworks
@4everstudious
@tlamjs
@myokapi
@vivianrpratts1
@drsmercuri
@gosignmeup
@sharemylesson

Top Mentioned in G10:
@openuniversity
@oufreelearning
@royalvolservice
@pdst_techined
@gfereshte

Top Tweeters
Top Tweeters in Entire Graph:
@virginmedia
@sectest9
@jurylady5
@ee
@edinburghwatch
@chidambara09
@cybersec_feeds
@rjber15
@femtech_
@5fec93919a544d3

Top Tweeters in G1:
@edinburghwatch
@paintingpaws29
@jaquearnoux
@cnbc
@rugbysco
@abc
@applertweet
@hugorelly
@hotpage_news
@nbcnews

Top Tweeters in G2:
@bexxmodd
@llnuxbot
@thedeveloperbot
@calcaware
@ansisegle
@abc13houston
@washingtonpost
@bar_zie
@friday_js_bot
@hubofml

Top Tweeters in G3:
@pamgriffa
@soapdemon34
@curlydreads
@beenasarwar
@elinsilveous
@spyparent
@mo_americanoid
@bayarea_bred
@urbie
@galvanoproject

Top Tweeters in G4:
@irishtimes
@independent_ie
@1abuazzam
@joedale
@gannotti
@corbetteva
@ruthlett
@cloudscholar
@runeducator
@jatinam

Top Tweeters in G5:
@mkjmc
@tmobile
@grhluna24
@daniellegembala
@wblack1125
@s8r8l33
@nplace1
@isandrachesney
@neilhimself
@burgessdave

Top Tweeters in G6:
@leftboomer
@aapremlall
@_acat_
@ahaydemir
@smorales_hdhes
@iskaraman
@e_sheninger
@spencerideas
@lucian2drei
@jennifernking

Top Tweeters in G7:
@viralvideovlogs
@uniqueloves
@ronpyke
@abc7ny
@wwltv
@asiaronn
@jaketapper
@schenhayes
@larryferlazzo
@pix11news

Top Tweeters in G8:
@jurylady5
@5fec93919a544d3
@raumunz
@adunlea
@winobs
@dawnroseturner
@ladypoop2
@lkafle
@kylektl99
@s4th__

Top Tweeters in G9:
@almasol77139453
@algierslady
@teacher2teacher
@curlyq_fries
@raptors
@wickededtech
@kloneal2
@pblworks
@teebaby4eva
@smartins3313

Top Tweeters in G10:
@rogueclassicist
@bookelf_ceri
@vjl2
@suenieland
@_hannahm96_
@scieducation1
@laughingsmurf
@marianneschro11
@mvximov
@oishinythings


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