distancelearning, Twitter, 1/14/2021 2:12:20 PM, 245593


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distancelearning_2021-01-14_01-42-49.xlsx
distancelearning_2021-01-14_01-42-49.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 14, 2021
Short Description:
distancelearning via NodeXL https://bit.ly/39wDskf
@distancelrnbot
@googleforedu
@e_sheninger
@pdst_techined
@seesaw
@stephaniespeech
@calacademy
@sgraham30
@dfishersdsu
@sahmreviews

Top hashtags:
#distancelearning
#edtech
#education
#remotelearning
#edchat

Description:
Description
The graph represents a network of 10,142 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, 14 January 2021 at 10:18 UTC.

The requested start date was Thursday, 14 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 27-day, 2-hour, 42-minute period from Thursday, 17 December 2020 at 15:00 UTC to Wednesday, 13 January 2021 at 17:43 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 : 10142
Unique Edges : 6770
Edges With Duplicates : 27428
Total Edges : 34198
Number of Edge Types : 5
Retweet : 10715
MentionsInRetweet : 13833
Mentions : 3935
Tweet : 5239
Replies to : 476
Self-Loops : 5546
Reciprocated Vertex Pair Ratio : 0.0346114956832854
Reciprocated Edge Ratio : 0.0669072319951887
Connected Components : 1273
Single-Vertex Connected Components : 758
Maximum Vertices in a Connected Component : 7736
Maximum Edges in a Connected Component : 30782
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.779393
Graph Density : 0.000129333953861478
Modularity : 0.361044
NodeXL Version : 1.0.1.442
Data Import : The graph represents a network of 10,142 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, 14 January 2021 at 10:18 UTC.

The requested start date was Thursday, 14 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 27-day, 2-hour, 42-minute period from Thursday, 17 December 2020 at 15:00 UTC to Wednesday, 13 January 2021 at 17:43 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:
[142] https://www.donorschoose.org/classroom/sheroldslp?utm_source=dc&utm_medium=twitter&utm_campaign=teacher_profile&utm_term=teacher_6721607&rf=twitter-dc-2020-12-teacher_profile-teacher_6721607&challengeid=21463650&_branch_match_id=link-870386268575589951
[121] https://www.pinterest.com/esheninger/remote-and-hybrid-learning/?invite_code=e572cef224e247ccbfb68ce6384e7829&sender=205476939157212086
[118] https://www.rdene915.com/
[88] 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
[87] 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
[75] https://www.canva.com/search/templates?q=seesaw
[63] https://www.instagram.com/accounts/login/
[62] https://anchor.fm/rdene915
[60] https://www.pinterest.com/esheninger/remote-and-hybrid-learning/?invite_code=b814918b94494f5c94f45fb1b7901c16&sender=205476939157212086
[56] https://podcasts.apple.com/us/podcast/thriveinedu-by-rachelle-dene-poth/id1534150166

Top URLs in Tweet in G1:
[37] https://www.instagram.com/accounts/login/
[24] https://www.rdene915.com/
[18] http://www.stemprintables.com/stem-education/what-is-stem-education-a-guide-for-teachers-and-parents/
[16] https://anchor.fm/rdene915
[14] 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
[14] https://podcasts.apple.com/us/podcast/thriveinedu-by-rachelle-dene-poth/id1534150166
[13] http://paper.li/e-1546484200
[13] https://www.richfield.ac.za/quick-application/
[12] https://payhip.com/b/oxeb
[11] https://mylearnie.com/

Top URLs in Tweet in G2:
[16] https://www.instagram.com/accounts/login/
[6] https://wcg.ac.uk/distancelearning
[5] https://www.stringquest.com/educators/
[5] 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
[4] https://www.stringquest.com/music-lovers/
[4] https://www.stringquest.com/
[4] https://www.stringquest.com/up-and-back-up-metronome/
[3] https://learn.veative.com:443/
[3] https://www.bsdc.ac.uk/explore/distancelearning
[3] https://AFE.clubexpress.com

Top URLs in Tweet in G3:
[47] https://www.pdsttechnologyineducation.ie/en/PUBLICATIONS/Articles/10-Tips-for-Teaching-Online/
[28] https://mylearnie.com/
[12] https://pdst.ie/DistanceLearning/Platforms/microsoft
[11] https://www.rdene915.com/
[8] https://www.youtube.com/playlist?list=PL3y85TmZlOLfNZFUQaFOpCPMmEd5jI_jQ

[5] https://www.youtube.com/watch?v=Iresd2zo1xI&feature=youtu.be

[5] 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
[4] https://www.lntechinfo.in/
[3] https://podcasts.apple.com/us/podcast/thriveinedu-by-rachelle-dene-poth/id1534150166
[3] https://mylearnie.com/the-rise-of-community-learning/

Top URLs in Tweet in G4:
[87] 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
[78] https://www.rdene915.com/
[43] https://anchor.fm/rdene915
[42] https://www.eventsquid.com/mobileapp.cfm?event_id=11497
[32] https://podcasts.apple.com/us/podcast/thriveinedu-by-rachelle-dene-poth/id1534150166
[28] https://www.youtube.com/playlist?list=PL3y85TmZlOLfNZFUQaFOpCPMmEd5jI_jQ

[24] https://teacherrebootcamp.com/2020/12/stemadvent22/
[15] https://www.wonderexplorelearn.com/in-the-midst-of-learning-loss-what-has-been-gained/
[14] https://www.wonderexplorelearn.com/taking-a-break-can-prove-productive/
[13] https://forms.gle/SkfipDjXfs8QPkedA

Top URLs in Tweet in G5:
[55] 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
[18] https://www.amazon.com/s?k=kidz+rock+university+homeschool&i=stripbooks&ref=nb_sb_noss_1
[11] https://dmcfsacademy.com/apply-now.php?utm_source=twitter&utm_medium=Post&utm_campaign=leads
[11] https://grantwriters.net/search-for-grants/grant-7063/
[10] http://www.drbruceajohnson.com/blog/2020/12/professional-development-sale
[9] https://www.jadirectives.com/coursera-deep-learning-specialization-review/
[8] https://www.seagrant.wisc.edu/our-work/focus-areas/education/great-lakes-and-marine-education-resources/deep-dive-into-shipwrecks-stories/
[6] https://www.edsurge.com/news/2020-12-16-the-case-for-edtech-minimalism-in-an-age-of-distance-learning?utm_campaign=EdSurgeSproutSocial&utm_medium=social&utm_source=twitter.com
[6] https://podcasts.apple.com/us/podcast/thriveinedu-by-rachelle-dene-poth/id1534150166
[6] https://interestingengineering.com/11-best-science-websites-for-interactive-learning

Top URLs in Tweet in G6:
[13] https://payhip.com/b/oxeb
[8] https://andtheniwaslike.co/
[5] https://mailchi.mp/peacheypublications/monthly-subs
[4] http://techtips411.com/weekly-tips/tech-tips-411-vol-7-issue-20
[3] https://www.youtube.com/watch?v=OwW7NpOnM5Y&feature=youtu.be

[3] https://nikpeachey.blogspot.com/2015/09/20-things-you-can-do-with-qr-codes-in.html
[3] https://www.freetech4teachers.com/2020/12/five-ideas-for-online-breakout-room.html
[2] https://forms.gle/1xtQczWdonxCNTpH9
[2] http://techtips411.com/weekly-tips/tech-tips-411-vol-6-issue-30
[2] https://macul.org

Top URLs in Tweet in G7:
[5] https://www.donorschoose.org/project/english-language-learners-need-engaging/5219794/?challengeid=21606976
[4] https://www.instagram.com/accounts/login/
[4] https://www.teacherspayteachers.com/Product/Social-Skills-Printables-for-Students-with-Autism-SAMPLER-2387386
[4] https://ul.ink/VBNP-90AHSC
[3] https://www.amazon.com/hz/wishlist/ls/2USY3CIT6C1VU?ref_=wl_share
[3] https://www.ecampusnews.com/2020/12/30/3-ways-remote-learning-changed/
[3] https://mailchi.mp/618237efc7d2/0lw3pwivrd-9447289
[3] https://www.donorschoose.org/classroom/sheroldslp?utm_source=dc&utm_medium=twitter&utm_campaign=teacher_profile&utm_term=teacher_6721607&rf=twitter-dc-2020-12-teacher_profile-teacher_6721607&challengeid=21463650&_branch_match_id=link-870386268575589951
[3] https://www.donorschoose.org/project/the-second-screen-for-learning-please/5338295/?rf=email-system-2020-12-proposal_eligible_for_auto_donation_match-teacher_385888&challengeid=73148&utm_swu=8005&utm_source=dc&utm_medium=page&utm_campaign=project&utm_term=teacher_385888
[2] https://www.amazon.com/hz/wishlist/ls/2USY3CIT6C1VU?ref=cm_sw_em_r_wl_dp_ETjygCvCkFmHP

Top URLs in Tweet in G8:
[74] https://www.canva.com/search/templates?q=seesaw
[4] https://app.seesaw.me/pages/shared_activity?share_token=yE_FOyylRuCME9SaxZIPzw&prompt_id=prompt.9a275d87-a69d-49db-b99b-9b2b94573ded
[3] https://teacherrebootcamp.com/2020/12/stemadvent24/
[3] https://Classroom-Games.com
[2] http://abcnews.go.com/Technology/wireStory/google-glitch-snowstorm-bring-virtual-learning-frustrations-74763576
[2] http://r.socialstudio.radian6.com/d247898a-007b-4436-9257-972ebd6b919b
[2] https://educatoral.wordpress.com/2021/01/10/sharing-diigo-links-and-resources-weekly-149/
[2] https://plpnetwork.com/2020/12/18/google-apps-for-education-8-top-tips/
[2] https://www.pinterest.com/esheninger/remote-and-hybrid-learning/?invite_code=fe3271d578254592912861b1144987a6&sender=205476939157212086
[2] https://educatoral.wordpress.com/2020/12/21/sharing-diigo-links-and-resources-weekly-146/

Top URLs in Tweet in G9:
[110] 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
[39] https://www.pinterest.com/esheninger/remote-and-hybrid-learning/?invite_code=fe3271d578254592912861b1144987a6&sender=205476939157212086
[13] http://esheninger.blogspot.com/2020/09/high-agency-in-remote-and-hybrid.html
[11] http://esheninger.blogspot.com/2020/12/challenges-create-opportunities.html
[10] https://esheninger.blogspot.com/2021/01/making-headway-with-remote-and-hybrid.html
[9] http://esheninger.blogspot.com/2020/12/finding-balance-in-todays-classroom.html
[2] http://esheninger.blogspot.com/2020/12/feedback-is-needed-more-than-ever.html
[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
[1] https://twitter.com/i/web/status/1339716681095143426

Top URLs in Tweet in G10:
[4] https://us.corwin.com/en-us/nam/what%E2%80%99s-ahead-in-us-education
[2] https://twitter.com/SavvasLearning/status/1327997370659958784
[1] https://azednews.com/bringing-the-newest-distance-learning-support-to-you/
[1] https://twitter.com/i/web/status/1341779390418567169
[1] https://twitter.com/i/web/status/1340007684205125638
[1] https://redirect.viglink.com?key=a7e37b5f6ff1de9cb410158b1013e54a&u=https%3A%2F%2Fpodcasts.apple.com%2Fus%2Fpodcast%2Fep-45c-dr-katie-toppel-distance-earning-for-lower-elementary%2Fid1505803456%3Fi%3D1000504765387&prodOvrd=RAC
[1] https://www.youtube.com/watch?v=Kw9gvRQpvj4&feature=youtu.be

[1] https://twitter.com/valentinaesl/status/1347373642448072709
[1] http://techtips411.com/weekly-tips/tech-tips-411-vol-7-issue-20
[1] https://twitter.com/TanKHuynh/status/1346068359155093510

Top Domains
Top Domains in Tweet in Entire Graph:
[3238] twitter.com
[381] youtube.com
[256] donorschoose.org
[232] pinterest.com
[142] amazon.com
[125] rdene915.com
[109] google.com
[98] paper.li
[95] blogspot.com
[87] routledge.com

Top Domains in Tweet in G1:
[965] twitter.com
[127] youtube.com
[54] instagram.com
[44] ucsd.edu
[36] teacherspayteachers.com
[32] stemprintables.com
[27] blogspot.com
[27] apple.com
[25] rdene915.com
[23] robotlab.com

Top Domains in Tweet in G2:
[319] twitter.com
[21] stringquest.com
[19] youtube.com
[19] paper.li
[16] instagram.com
[16] ac.uk
[11] teacherspayteachers.com
[10] google.com
[7] edutopia.org
[6] clubexpress.com

Top Domains in Tweet in G3:
[97] twitter.com
[47] pdsttechnologyineducation.ie
[31] mylearnie.com
[24] pdst.ie
[20] youtube.com
[12] rdene915.com
[9] teacherspayteachers.com
[5] gettingsmart.com
[5] routledge.com
[4] lntechinfo.in

Top Domains in Tweet in G4:
[357] twitter.com
[102] amazon.com
[83] rdene915.com
[56] teacherrebootcamp.com
[54] eventsquid.com
[45] apple.com
[43] anchor.fm
[37] youtube.com
[35] wonderexplorelearn.com
[17] teachheath.com

Top Domains in Tweet in G5:
[238] twitter.com
[55] routledge.com
[24] edsurge.com
[19] parentology.com
[18] youtube.com
[18] amazon.com
[15] edutopia.org
[15] ac.uk
[14] dmcfsacademy.com
[13] mathnasium.com

Top Domains in Tweet in G6:
[31] twitter.com
[15] payhip.com
[13] youtube.com
[10] google.com
[9] techtips411.com
[8] andtheniwaslike.co
[5] mailchi.mp
[3] blog.google
[3] soundtrap.com
[3] blogspot.com

Top Domains in Tweet in G7:
[173] twitter.com
[60] donorschoose.org
[18] woobox.com
[12] amazon.com
[8] facebook.com
[7] teacherspayteachers.com
[6] cmun.it
[4] instagram.com
[4] ul.ink
[3] teacherrebootcamp.com

Top Domains in Tweet in G8:
[74] canva.com
[47] twitter.com
[23] seesaw.me
[10] radian6.com
[7] wordpress.com
[4] comsen.se
[4] cospaces.io
[3] go.com
[3] google.com
[3] teacherrebootcamp.com

Top Domains in Tweet in G9:
[207] pinterest.com
[46] blogspot.com
[11] twitter.com
[2] routledge.com
[2] paper.li
[1] edutopia.org
[1] weareteachers.com
[1] mackin.com
[1] t.co
[1] pivotlearning.org

Top Domains in Tweet in G10:
[25] twitter.com
[7] corwin.com
[4] savvas.com
[2] corwin-connect.com
[2] edelements.com
[1] azednews.com
[1] viglink.com
[1] youtube.com
[1] techtips411.com
[1] google.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[7945] distancelearning
[1233] edtech
[1209] education
[1107] remotelearning
[889] edchat
[690] onlinelearning
[507] elearning
[432] hybridlearning
[383] learning
[358] sel



Top Hashtags in Tweet in G1:
[2645] distancelearning
[358] education
[277] edtech
[249] remotelearning
[245] onlinelearning
[146] learning
[138] elearning
[136] virtuallearning
[118] edchat
[105] homeschooling

Top Hashtags in Tweet in G2:
[607] distancelearning
[56] remotelearning
[53] education
[39] onlinelearning
[36] edtech
[31] covid19
[26] elearning
[19] teaching
[18] virtuallearning
[18] homeschooling

Top Hashtags in Tweet in G3:
[259] distancelearning
[116] remotelearning
[104] edtech
[82] education
[43] microsoftedu
[38] edchat
[33] learning
[26] onlinelearning
[19] learningplatform
[17] sel

Top Hashtags in Tweet in G4:
[705] distancelearning
[378] edtech
[335] education
[229] hybridlearning
[226] edchat
[176] k12
[169] sel
[128] remotelearning
[101] thriveinedu
[98] techrodeo

Top Hashtags in Tweet in G5:
[495] distancelearning
[229] education
[161] edtech
[113] onlinelearning
[92] elearning
[82] learning
[80] edchat
[61] remotelearning
[46] hybridlearning
[46] teaching

Top Hashtags in Tweet in G6:
[217] distancelearning
[79] edtech
[51] googleslides
[27] techtips411
[25] remotelearning
[22] esl
[16] remoteteaching
[13] ell
[13] apsitinspires
[12] efl

Top Hashtags in Tweet in G7:
[363] distancelearning
[64] donorschoose
[42] stem
[36] technology
[36] onlinelearning
[30] stamps
[26] clearthelists
[26] edtech
[26] education
[25] elearning

Top Hashtags in Tweet in G8:
[193] distancelearning
[42] photocompetition
[27] edtech
[21] remotelearning
[21] leodistancelearning
[17] googleedu
[11] cusdrockstar
[11] wearecue
[11] edchat
[10] mtbos

Top Hashtags in Tweet in G9:
[258] edchat
[191] remotelearning
[152] suptchat
[124] edutwitter
[110] cpchat
[58] distancelearning
[32] hybridlearning
[22] remoteteaching
[5] edtech
[3] blendedlearning

Top Hashtags in Tweet in G10:
[164] distancelearning
[16] teachers
[13] students
[11] edchat
[10] education
[9] assessment
[7] thailand
[7] virtuallearning
[6] sel
[6] teacher

Top Words
Top Words in Tweet in Entire Graph:
[7889] #distancelearning
[3330] learning
[2629] students
[1225] #edtech
[1214] online
[1198] #education
[1191] distance
[1136] free
[1104] #remotelearning
[1103] resources

Top Words in Tweet in G1:
[2634] #distancelearning
[838] learning
[603] students
[402] distance
[357] #education
[344] year
[334] more
[310] school
[284] check
[274] #edtech

Top Words in Tweet in G2:
[607] #distancelearning
[204] learning
[135] ø
[111] students
[105] distance
[89] ù
[85] online
[71] school
[69] more
[66] learn

Top Words in Tweet in G3:
[405] learning
[333] online
[260] school
[257] #distancelearning
[240] students
[221] pdst_techined
[205] using
[182] distance
[166] parents
[158] support

Top Words in Tweet in G4:
[704] #distancelearning
[373] #edtech
[335] #education
[302] learning
[269] book
[239] rdene915
[229] #hybridlearning
[226] #edchat
[181] ideas
[176] #k12

Top Words in Tweet in G5:
[488] #distancelearning
[226] #education
[198] learning
[161] #edtech
[113] students
[113] #onlinelearning
[102] online
[91] #elearning
[82] #learning
[80] #edchat

Top Words in Tweet in G6:
[308] googleforedu
[267] students
[217] #distancelearning
[170] educators
[140] find
[127] schools
[121] support
[116] remotely
[107] resources
[99] strategies

Top Words in Tweet in G7:
[362] #distancelearning
[186] help
[169] students
[166] project
[146] learn
[112] challenges
[110] win
[106] during
[105] provide
[102] code

Top Words in Tweet in G8:
[236] seesaw
[193] #distancelearning
[106] free
[94] toy
[94] theater
[83] using
[81] use
[79] educators
[77] creative
[76] templates

Top Words in Tweet in G9:
[258] #edchat
[247] e_sheninger
[233] remote
[232] hybrid
[224] learning
[216] resources
[190] #remotelearning
[152] #suptchat
[149] updated
[149] weekly

Top Words in Tweet in G10:
[164] #distancelearning
[90] learning
[87] dfishersdsu
[48] ok
[46] part
[44] mistakes
[44] fact
[44] critical
[44] process
[42] #distancelearningplayboo

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[936] distance,learning
[301] remote,learning
[282] #remotelearning,#distancelearning
[258] learning,resources
[230] online,learning
[224] #distancelearning,#hybridlearning
[217] resources,updated
[205] during,#distancelearning
[204] check,classroom
[201] support,students

Top Word Pairs in Tweet in G1:
[311] distance,learning
[80] #remotelearning,#distancelearning
[73] #virtuallearning,#distancelearning
[72] well,done
[68] winter,break
[62] #education,#onlinelearning
[60] #bluelightglasses,#ecommerce
[56] #education,#distancelearning
[56] #distancelearning,one
[56] let's,master

Top Word Pairs in Tweet in G2:
[88] distance,learning
[58] ø,ù
[48] ø,ø
[47] ù,ø
[28] learn,more
[22] #remotelearning,#distancelearning
[20] remote,learning
[20] ù,ù
[14] #distancelearning,#remotelearning
[13] #onlinelearning,#distancelearning

Top Word Pairs in Tweet in G3:
[176] distance,learning
[142] online,learning
[117] students,parents
[107] next,week
[105] schools,going
[105] going,online
[105] learning,next
[105] week,students
[105] parents,free
[105] free,online

Top Word Pairs in Tweet in G4:
[161] #distancelearning,#hybridlearning
[78] learning,go
[78] go,thoughts
[78] thoughts,things
[76] pd,experiences
[75] always,learning
[75] things,#education
[75] #education,tech
[75] tech,pd
[75] experiences,#ai

Top Word Pairs in Tweet in G5:
[51] #education,#onlinelearning
[50] #elearning,#education
[40] #onlinelearning,#learning
[36] distance,learning
[34] #remotelearning,#distancelearning
[34] #edtech,#online
[33] #education,#homeschool
[32] 220,volumes
[32] volumes,available
[32] available,amazon

Top Word Pairs in Tweet in G6:
[89] find,free
[89] free,resources
[89] resources,strategies
[89] strategies,engaging
[89] engaging,students
[89] students,schools
[89] schools,closed
[89] closed,#distancelearning
[89] #distancelearning,hub
[88] googleforedu,find

Top Word Pairs in Tweet in G7:
[94] enter,win
[94] win,dash
[94] dash,dot
[94] dot,robots
[94] robots,accessories
[94] accessories,wonderworkshop
[94] wonderworkshop,app
[94] app,learn
[94] learn,code
[94] code,challenges

Top Word Pairs in Tweet in G8:
[94] toy,theater
[75] canva,designed
[75] designed,21
[75] 21,creative
[75] creative,templates
[75] templates,educators
[75] educators,using
[75] using,seesaw
[75] seesaw,access
[75] access,free

Top Word Pairs in Tweet in G9:
[207] learning,resources
[149] resources,updated
[149] updated,weekly
[149] weekly,#edchat
[122] #edchat,#edutwitter
[121] remote,hybrid
[112] #edchat,#suptchat
[111] remote,learning
[110] hybrid,remote
[110] #suptchat,#cpchat

Top Word Pairs in Tweet in G10:
[44] mistakes,ok
[44] ok,fact
[44] fact,critical
[44] critical,part
[44] part,learning
[44] learning,process
[44] process,#distancelearning
[43] dfishersdsu,mistakes
[42] #distancelearning,#distancelearningplayboo
[17] distance,learning

Top Replied-To
Top Replied-To in Entire Graph:
@openmiddle
@govrondesantis
@welingkardlp
@nearpod
@karliekloss
@elonmusk
@authorjwiller
@gop
@wkamaubell
@flipgrid

Top Replied-To in G1:
@googleworkspace
@edweek
@elgato
@aundwmagazin
@der_gregor
@bbcbitesize
@connectionsacad
@bowesyscience
@sfpsdistrict

Top Replied-To in G2:

Top Replied-To in G3:
@nearpod
@missmclachlan
@screencasto
@flipgrid
@clever
@colnoc77
@stevewyborney
@mrwithersaht

Top Replied-To in G4:
@kirtidakale
@biscottinicole
@mrandrewlindsay
@streamyardapp
@jhlm2004
@kmildenhalluk
@sltchat
@groupboard
@samsansevere
@hanstullmann

Top Replied-To in G5:
@fresnounified
@flipgrid
@krystiblocker
@edsurge
@catlin_tucker
@aledaklassen
@tutorcambodia
@madisonpayton2
@mr_alsheimer
@kavitatanna

Top Replied-To in G6:
@classroomscreen
@elenaspathis

Top Replied-To in G7:
@wkamaubell
@authorjwiller
@nplace1
@wishlnet
@support_a_teach
@megangparker
@daniel_bats99
@steviestacks84
@teampulte
@cfpextrayard

Top Replied-To in G8:
@openmiddle
@youcubed
@cheamparkfarm
@kszajner

Top Replied-To in G10:
@corwinpress
@dfishersdsu
@educaptamerica

Top Mentioned
Top Mentioned in Entire Graph:
@rdene915
@googleforedu
@e_sheninger
@donorschoose
@kat_goyette
@pdst_techined
@seesaw
@openuniversity
@oufreelearning
@erik_youngman

Top Mentioned in G1:
@rdene915
@kat_goyette
@skillshare
@ucsdextensionti
@aquilaeducation
@letsmasterlearn
@erik_youngman
@janeeceent
@absorb_online
@wonderworkshop

Top Mentioned in G2:
@quest_maestro
@veativeusa
@carrberrycreate
@3rteachertrain
@gailwadsworth
@absonouraldeenq
@31moment
@cyrillewrites

Top Mentioned in G3:
@pdst_techined
@sgraham30
@flipgrid
@microsoftteams
@niallstatham
@siobhanedu
@nearpod
@mtholfsen
@rdene915
@eoduibheannaigh

Top Mentioned in G4:
@rdene915
@kat_goyette
@ericcurts
@thriveinedu
@shellterrell
@brentcoley
@andersonedtech
@tonyvincent
@edumatchbooks
@teachheath

Top Mentioned in G5:
@erik_youngman
@teacher2teacher
@ascd
@edutopia
@rdene915
@edsurge
@catlin_tucker
@peelschools
@getparentology
@grantgeek

Top Mentioned in G6:
@googleforedu
@apsitjen
@slidesmaniasm
@discoveryed
@mrsparkshine
@apsinstructtech
@nikpeachey
@apsupdate
@aoifebradley2
@qui

Top Mentioned in G7:
@wonderworkshop
@donorschoose
@itsmrsespinoza
@crafty_teacher2
@kasmom24
@wkamaubell
@techsavvy_teach
@nplace1
@support_a_teach
@tmlusby

Top Mentioned in G8:
@seesaw
@canva
@kszajner
@commonsenseed
@leocomputing
@ccjacademy
@cheamparkfarm
@manorparkschsm1
@campbellusd
@cueinc

Top Mentioned in G9:
@e_sheninger
@edtrust
@erik_youngman
@googleforedu
@apsmustangs
@misspfarnham
@evs_yrdsb
@gecdsbpro
@kat_goyette
@esuffolksls

Top Mentioned in G10:
@dfishersdsu
@tankhuynh
@corwinpress
@educationweek
@savvaslearning
@larryferlazzo
@nancyfrey
@valentinaesl
@mabe_mi
@toppel_eld

Top Tweeters
Top Tweeters in Entire Graph:
@virginmedia
@sectest9
@ee
@chidambara09
@cybersec_feeds
@raymond_norman
@5fec93919a544d3
@femtech_
@evankirstel
@marylschmidt

Top Tweeters in G1:
@bizitalk
@jaquearnoux
@laurenh14394197
@techjunkiejh
@hotpage_news
@rstatstweet
@kron4news
@walesonline
@kimmerville
@artificialbra1n

Top Tweeters in G2:
@pamgriffa
@soapdemon34
@abantenews
@elinsilveous
@mo_americanoid
@_karen
@galvanoproject
@sweet_tooth19
@cnharder
@wowmanofwonder

Top Tweeters in G3:
@learnteachwin
@flipgrid
@fmfrancoise
@scalarhumanity
@1abuazzam
@joedale
@buncee
@tstarkey1212
@scholastic
@tarafarah7

Top Tweeters in G4:
@diymikes
@llnuxbot
@calcaware
@ssxman2
@wagjuer
@bar_zie
@helenitaaguila1
@nshrubs
@alicekeeler
@trendsinai

Top Tweeters in G5:
@sectest9
@cybersec_feeds
@raymond_norman
@cybersecurityn8
@bexxmodd
@thedeveloperbot
@nytimes
@washingtonpost
@hubofml
@friday_js_bot

Top Tweeters in G6:
@ansisegle
@ricardo_ik_ahau
@s4th__
@djriveraros
@ossie0022
@tirukuralkaram
@abusulayman
@jcorippo
@downsynadvocacy
@joykirr

Top Tweeters in G7:
@mkjmc
@tmobile
@andrewmorrisuk
@abc13houston
@kpheaney
@grhluna24
@daniellegembala
@fabriciosx
@s8r8l33
@nplace1

Top Tweeters in G8:
@marylschmidt
@abc
@authormichael57
@stressfreekids
@algierslady
@reartistron
@canva
@ocregister
@ksev4
@rubygonzales2

Top Tweeters in G9:
@janiecestaton
@juandoming
@marcelamomberg
@aapremlall
@_acat_
@jccordero28
@auroracarrillog
@ahaydemir
@smorales_hdhes
@ritawirtz

Top Tweeters in G10:
@larryferlazzo
@mrsjjee
@educationweek
@minilauren
@mssalvac
@studysync
@christinamluce
@albertoemachado
@ilatoday
@annadelconte