distancelearning, Twitter, 1/16/2021 5:18:00 PM, 245756


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distancelearning_2021-01-15_21-30-18.xlsx
distancelearning_2021-01-15_21-30-18.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 16, 2021
Short Description:
distancelearning via NodeXL https://bit.ly/3bMFO18
@distancelrnbot
@googleforedu
@e_sheninger
@pdst_techined
@seesaw
@calacademy
@stephaniespeech
@sgraham30
@dfishersdsu
@openuniversity

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

Description:
Description
The graph represents a network of 10,087 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 Saturday, 16 January 2021 at 05:59 UTC.

The requested start date was Saturday, 16 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 26-day, 9-hour, 20-minute period from Sunday, 20 December 2020 at 08:24 UTC to Friday, 15 January 2021 at 17:44 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 : 10087
Unique Edges : 6626
Edges With Duplicates : 27640
Total Edges : 34266
Number of Edge Types : 5
Tweet : 5169
Replies to : 460
Retweet : 10708
MentionsInRetweet : 13824
Mentions : 4105
Self-Loops : 5490
Reciprocated Vertex Pair Ratio : 0.0354355291913831
Reciprocated Edge Ratio : 0.0684456505352028
Connected Components : 1215
Single-Vertex Connected Components : 725
Maximum Vertices in a Connected Component : 7790
Maximum Edges in a Connected Component : 31003
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 3.813104
Graph Density : 0.000130394420416263
Modularity : 0.360134
NodeXL Version : 1.0.1.442
Data Import : The graph represents a network of 10,087 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 Saturday, 16 January 2021 at 05:59 UTC.

The requested start date was Saturday, 16 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 26-day, 9-hour, 20-minute period from Sunday, 20 December 2020 at 08:24 UTC to Friday, 15 January 2021 at 17:44 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
[123] https://www.pinterest.com/esheninger/remote-and-hybrid-learning/?invite_code=e572cef224e247ccbfb68ce6384e7829&sender=205476939157212086
[116] https://www.rdene915.com/
[89] 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
[86] 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
[70] https://www.canva.com/search/templates?q=seesaw
[64] 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
[54] https://www.eventsquid.com/mobileapp.cfm?event_id=11497

Top URLs in Tweet in G1:
[35] https://www.instagram.com/accounts/login/
[22] 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
[16] https://www.richfield.ac.za/quick-application/
[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] https://payhip.com/b/oxeb
[11] http://paper.li/e-1546484200
[11] https://queenbeeboutique.scentsy.us/shop/c/4461/view-all-kids

Top URLs in Tweet in G2:
[92] https://www.rdene915.com/
[84] 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
[70] 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
[46] https://anchor.fm/rdene915
[44] https://www.eventsquid.com/mobileapp.cfm?event_id=11497
[39] https://podcasts.apple.com/us/podcast/thriveinedu-by-rachelle-dene-poth/id1534150166
[31] https://www.youtube.com/playlist?list=PL3y85TmZlOLfNZFUQaFOpCPMmEd5jI_jQ

[30] https://mylearnie.com/
[20] https://www.amazon.com/s?k=kidz+rock+university+homeschool&i=stripbooks&ref=nb_sb_noss_1
[16] https://www.wonderexplorelearn.com/in-the-midst-of-learning-loss-what-has-been-gained/

Top URLs in Tweet in G3:
[19] https://www.instagram.com/accounts/login/
[7] 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
[6] https://wcg.ac.uk/distancelearning
[5] https://www.stringquest.com/educators/
[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://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/
[16] https://www.pdst.ie/PrimarySTEM
[16] https://pdst.ie/DistanceLearning/Platforms/microsoft
[5] https://www.youtube.com/watch?v=xr71Pq5RxDI&feature=youtu.be

[4] https://www.loom.com/share/3550e94a68744dff825d6e237ad3352d?platform=hootsuite&utm_source=Twitter
[3] https://blog.tcea.org/our-top-20-ed-tech-blogs-of-2020/
[3] https://pdst.ie/distancelearning
[2] https://tcea.org/event/ready-for-anything-why-virtual-robotics-and-coding-really-works-robo-sig-webinar-with-coderz/
[2] https://convention.tcea.org/
[2] https://pdst.ie/blendedlearning

Top URLs in Tweet in G5:
[140] 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
[5] https://www.donorschoose.org/project/english-language-learners-need-engaging/5219794/?challengeid=21606976
[4] https://www.instagram.com/accounts/login/
[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
[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.teacherspayteachers.com/Product/Social-Skills-Printables-for-Students-with-Autism-SAMPLER-2387386
[3] https://www.amazon.com/hz/wishlist/ls/2USY3CIT6C1VU?ref_=wl_share
[3] https://www.donorschoose.org/classroom/sheroldslp
[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
[3] https://www.donorschoose.org/project/communication-convention/5321355/?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-878450490110235249

Top URLs in Tweet in G6:
[13] https://payhip.com/b/oxeb
[5] https://mailchi.mp/peacheypublications/monthly-subs
[4] https://www.techtips411.com/sos.html
[3] https://forms.gle/1xtQczWdonxCNTpH9
[3] http://techtips411.com/weekly-tips/tech-tips-411-vol-7-issue-20
[3] https://nikpeachey.blogspot.com/2015/09/20-things-you-can-do-with-qr-codes-in.html
[2] https://www.youtube.com/techtips411?sub_confirmation=1.
[2] http://techtips411.com/weekly-tips/tech-tips-411-vol-6-issue-30
[2] https://macul.org
[2] https://www.youtube.com/watch?v=qH0Pf23-g3I&feature=youtu.be


Top URLs in Tweet in G7:
[69] https://www.canva.com/search/templates?q=seesaw
[21] https://teacherrebootcamp.com/2020/12/stemadvent22/
[10] https://teacherrebootcamp.com/2020/12/stemadvent24/
[6] https://teacherrebootcamp.com/2020/12/stemadvent23/
[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/stemadvent17/
[3] https://view.genial.ly/5fc72db21aac220d35392ea2/interactive-image-digital-stem-resources-calendar-2020
[2] https://unesdoc.unesco.org/ark:/48223/pf0000375116
[2] https://teacherrebootcamp.com/2020/12/stemadvent8/
[2] https://teacherrebootcamp.com/2020/12/stemadvent9/

Top URLs in Tweet in G8:
[108] 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
[19] https://www.pinterest.com/esheninger/remote-and-hybrid-learning/?invite_code=fe3271d578254592912861b1144987a6&sender=205476939157212086
[11] http://esheninger.blogspot.com/2020/12/challenges-create-opportunities.html
[11] https://esheninger.blogspot.com/2021/01/making-headway-with-remote-and-hybrid.html
[3] http://esheninger.blogspot.com/2020/12/finding-balance-in-todays-classroom.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
[2] https://www.youtube.com/playlist?list=PLy-XFhXltk8iaq1IslAumsG9sWE3eyytt

[2] https://theeduflaneuse.com/2020/08/24/distance-learning-3/
[1] https://twitter.com/i/web/status/1340015403947454466

Top URLs in Tweet in G9:
[4] https://us.corwin.com/en-us/nam/what%E2%80%99s-ahead-in-us-education
[2] https://alicekeeler.com/2020/12/30/station-rotation-virtually-with-msbduncan/
[2] https://avidopenaccess.org
[2] https://youtu.be/E0c1tmzD0jw
[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
[1] https://twitter.com/moyamilli/status/1333546929997877249

Top URLs in Tweet in G10:
[1] https://www.open.edu/openlearn/education-development/learning/how-can-you-take-your-teaching-online
[1] https://twitter.com/TimJBlackman/status/1346796695259127808
[1] https://www.pinterest.com/esheninger/remote-and-hybrid-learning/?invite_code=fe3271d578254592912861b1144987a6&sender=205476939157212086

Top Domains
Top Domains in Tweet in Entire Graph:
[2907] twitter.com
[318] youtube.com
[275] donorschoose.org
[206] pinterest.com
[197] google.com
[144] amazon.com
[116] rdene915.com
[89] routledge.com
[88] paper.li
[84] apple.com

Top Domains in Tweet in G1:
[815] twitter.com
[110] youtube.com
[47] instagram.com
[40] google.com
[38] ucsd.edu
[34] teacherspayteachers.com
[32] stemprintables.com
[28] apple.com
[27] edutopia.org
[27] blogspot.com

Top Domains in Tweet in G2:
[556] twitter.com
[121] amazon.com
[92] rdene915.com
[70] routledge.com
[58] eventsquid.com
[56] youtube.com
[54] apple.com
[46] anchor.fm
[35] google.com
[35] wonderexplorelearn.com

Top Domains in Tweet in G3:
[253] twitter.com
[21] stringquest.com
[20] instagram.com
[18] youtube.com
[18] paper.li
[18] google.com
[10] ac.uk
[9] teacherspayteachers.com
[7] learningally.org
[6] edutopia.org

Top Domains in Tweet in G4:
[54] twitter.com
[47] pdst.ie
[47] pdsttechnologyineducation.ie
[28] youtube.com
[12] google.com
[8] tcea.org
[4] loom.com
[4] nodexlgraphgallery.org
[2] co.uk
[2] edutopia.org

Top Domains in Tweet in G5:
[308] twitter.com
[252] donorschoose.org
[27] woobox.com
[12] amazon.com
[9] facebook.com
[6] teacherspayteachers.com
[6] cmun.it
[4] instagram.com
[2] linkedin.com
[2] thelearningcounsel.com

Top Domains in Tweet in G6:
[34] twitter.com
[14] payhip.com
[11] google.com
[11] techtips411.com
[9] youtube.com
[5] teacherspayteachers.com
[5] mailchi.mp
[3] forms.gle
[3] canva.com
[3] edtechmagazine.com

Top Domains in Tweet in G7:
[69] canva.com
[47] twitter.com
[47] teacherrebootcamp.com
[21] seesaw.me
[11] radian6.com
[5] genial.ly
[4] unesco.org
[4] comsen.se
[3] google.com
[2] paper.li

Top Domains in Tweet in G8:
[185] pinterest.com
[26] blogspot.com
[8] twitter.com
[3] theeduflaneuse.com
[2] routledge.com
[2] youtube.com
[1] teacherspayteachers.com
[1] edutopia.org
[1] weareteachers.com
[1] mackin.com

Top Domains in Tweet in G9:
[30] twitter.com
[7] corwin.com
[2] corwin-connect.com
[2] teachingchannel.com
[2] alicekeeler.com
[2] avidopenaccess.org
[2] youtu.be
[1] viglink.com
[1] youtube.com
[1] techtips411.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[8252] distancelearning
[1271] edtech
[1241] education
[1106] remotelearning
[859] edchat
[725] onlinelearning
[517] elearning
[441] learning
[407] hybridlearning
[362] sel



Top Hashtags in Tweet in G1:
[2721] distancelearning
[360] education
[278] remotelearning
[268] edtech
[255] onlinelearning
[170] learning
[157] elearning
[130] virtuallearning
[111] edchat
[109] school

Top Hashtags in Tweet in G2:
[1302] distancelearning
[654] edtech
[618] education
[332] edchat
[271] hybridlearning
[234] sel
[214] onlinelearning
[211] remotelearning
[207] k12
[196] learning

Top Hashtags in Tweet in G3:
[618] distancelearning
[55] remotelearning
[52] education
[40] onlinelearning
[39] edtech
[29] covid19
[24] elearning
[21] teaching
[20] homeschooling
[17] virtuallearning

Top Hashtags in Tweet in G4:
[154] distancelearning
[56] remotelearning
[21] edshareie
[17] edchatie
[15] ideacon
[14] mfl
[14] edtech
[14] tcea
[14] onlinelearning
[13] etbi

Top Hashtags in Tweet in G5:
[335] distancelearning
[83] donorschoose
[34] covid19
[33] stem
[32] teachertwitter
[30] stamps
[29] education
[27] clearthelists
[27] teachers
[25] edutwitter

Top Hashtags in Tweet in G6:
[235] distancelearning
[71] edtech
[49] googleslides
[27] techtips411
[20] remotelearning
[20] esl
[19] rcs
[16] apsitinspires
[15] remoteteaching
[13] stayhome

Top Hashtags in Tweet in G7:
[188] distancelearning
[73] edtech
[50] photocompetition
[45] elearning
[35] stem
[32] leodistancelearning
[31] steam
[22] edchat
[18] remotelearning
[16] teachers

Top Hashtags in Tweet in G8:
[215] edchat
[160] remotelearning
[128] suptchat
[108] cpchat
[90] edutwitter
[46] distancelearning
[19] remoteteaching
[17] hybridlearning
[10] specialeducation
[5] edtech

Top Hashtags in Tweet in G9:
[151] distancelearning
[19] teachers
[11] students
[11] education
[8] children
[7] thailand
[7] assessment
[6] sel
[6] teaching
[6] teacher

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

Top Words
Top Words in Tweet in Entire Graph:
[8196] #distancelearning
[3407] learning
[2666] students
[1263] #edtech
[1239] distance
[1230] #education
[1207] online
[1166] free
[1108] resources
[1103] #remotelearning

Top Words in Tweet in G1:
[2710] #distancelearning
[861] learning
[602] students
[405] distance
[359] #education
[336] more
[320] year
[286] school
[280] today
[278] #remotelearning

Top Words in Tweet in G2:
[1296] #distancelearning
[649] #edtech
[616] #education
[476] learning
[331] #edchat
[322] students
[284] rdene915
[277] book
[268] #hybridlearning
[234] #sel

Top Words in Tweet in G3:
[618] #distancelearning
[206] learning
[107] distance
[105] students
[104] ø
[83] online
[73] school
[71] more
[68] ù
[67] learn

Top Words in Tweet in G4:
[394] learning
[335] online
[239] school
[233] pdst_techined
[187] students
[177] distance
[160] support
[153] #distancelearning
[140] parents
[139] using

Top Words in Tweet in G5:
[334] #distancelearning
[308] students
[279] donorschoose
[250] help
[224] check
[221] classroom
[204] project
[199] please
[141] learn
[139] support

Top Words in Tweet in G6:
[307] googleforedu
[278] students
[235] #distancelearning
[164] educators
[141] find
[127] schools
[120] support
[114] remotely
[103] resources
[98] strategies

Top Words in Tweet in G7:
[222] seesaw
[188] #distancelearning
[107] learning
[103] free
[94] templates
[88] educators
[83] using
[73] #edtech
[71] creative
[71] access

Top Words in Tweet in G8:
[215] #edchat
[208] e_sheninger
[204] learning
[198] remote
[197] hybrid
[192] resources
[159] #remotelearning
[128] #suptchat
[127] updated
[127] weekly

Top Words in Tweet in G9:
[151] #distancelearning
[100] learning
[75] dfishersdsu
[48] ok
[46] part
[44] mistakes
[44] fact
[44] critical
[44] process
[42] #distancelearningplayboo

Top Words in Tweet in G10:
[166] 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:
[988] distance,learning
[288] remote,learning
[287] #remotelearning,#distancelearning
[235] online,learning
[231] #distancelearning,#hybridlearning
[230] learning,resources
[227] check,classroom
[224] classroom,donorschoose
[206] during,#distancelearning
[198] support,students

Top Word Pairs in Tweet in G1:
[314] distance,learning
[95] #remotelearning,#distancelearning
[73] well,done
[70] #distancelearning,#remotelearning
[70] #virtuallearning,#distancelearning
[68] #education,#onlinelearning
[59] #elearning,#education
[59] ù,ø
[56] home,learning
[56] ø,ù

Top Word Pairs in Tweet in G2:
[173] #distancelearning,#hybridlearning
[114] #education,#onlinelearning
[108] #edtech,#distancelearning
[106] #elearning,#education
[92] always,learning
[92] learning,go
[92] go,thoughts
[92] thoughts,things
[92] things,#education
[92] #education,tech

Top Word Pairs in Tweet in G3:
[92] distance,learning
[43] ø,ù
[41] ø,ø
[32] ù,ø
[30] learn,more
[20] remote,learning
[18] #remotelearning,#distancelearning
[16] ù,ù
[12] #distancelearning,#remotelearning
[12] #edtech,#distancelearning

Top Word Pairs in Tweet in G4:
[172] distance,learning
[143] online,learning
[122] students,parents
[111] next,week
[106] schools,going
[106] going,online
[106] learning,next
[106] week,students
[106] parents,free
[106] free,online

Top Word Pairs in Tweet in G5:
[216] check,classroom
[213] classroom,donorschoose
[135] donorschoose,please
[129] please,support
[119] support,students
[92] enter,win
[92] win,dash
[92] dash,dot
[92] dot,robots
[92] robots,accessories

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

Top Word Pairs in Tweet in G7:
[70] canva,designed
[70] designed,21
[70] 21,creative
[70] creative,templates
[70] templates,educators
[70] educators,using
[70] using,seesaw
[70] seesaw,access
[70] access,free
[68] seesaw,canva

Top Word Pairs in Tweet in G8:
[185] learning,resources
[127] resources,updated
[127] updated,weekly
[127] weekly,#edchat
[108] hybrid,remote
[108] remote,learning
[108] #edchat,#suptchat
[108] #suptchat,#cpchat
[108] #cpchat,#remotelearning
[107] e_sheninger,hybrid

Top Word Pairs in Tweet in G9:
[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
[23] distance,learning

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
@elonmusk
@karliekloss
@authorjwiller
@gop
@wkamaubell
@flipgrid
@fresnounified
@wef

Top Replied-To in G1:
@googleworkspace
@aledaklassen
@catlin_tucker
@edweek
@pascoda
@elgato
@streamyardapp
@sports_mrowen
@braca_m

Top Replied-To in G2:
@flipgrid
@fresnounified
@kirtidakale
@samsansevere
@kmildenhalluk
@sltchat
@tutorcambodia
@pavwander
@mrandrewlindsay
@groupboard

Top Replied-To in G3:

Top Replied-To in G4:
@missmclachlan
@lucyskibb
@scorpionovasix
@floodaideen
@colnoc77
@screencasto
@mrwithersaht
@all_in_mfl_eal

Top Replied-To in G5:
@karliekloss
@authorjwiller
@wkamaubell
@elonmusk
@nplace1
@kimkardashian
@donorschoose
@lin_manuel
@mindykaling
@jimmyfallon

Top Replied-To in G6:
@rcs_digitalf
@reddencourt
@classroomscreen
@elenaspathis

Top Replied-To in G7:
@openmiddle
@youcubed
@seesaw
@cheamparkfarm
@brookfieldsm3

Top Replied-To in G8:
@misskpennington
@shakinthatchalk

Top Replied-To in G9:
@educaptamerica
@corwinpress
@flipgrid
@carrieswidecki
@calcharters

Top Replied-To in G10:
@openuniversity

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

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

Top Mentioned in G2:
@rdene915
@kat_goyette
@ericcurts
@erik_youngman
@thriveinedu
@nearpod
@flipgrid
@brentcoley
@andersonedtech
@buncee

Top Mentioned in G3:
@quest_maestro
@veativeusa
@carrberrycreate
@3rteachertrain
@starenrichment
@unlockmath
@31moment
@cyrillewrites
@dj3rdg3org3

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

Top Mentioned in G5:
@donorschoose
@wonderworkshop
@itsmrsespinoza
@crafty_teacher2
@kasmom24
@wkamaubell
@stephaniespeech
@nplace1
@support_a_teach
@mrsmccluresroom

Top Mentioned in G6:
@googleforedu
@apsitjen
@reddencourt
@discoveryed
@apsinstructtech
@apsupdate
@nikpeachey
@academydanielle
@eduprotocols
@usdlearns

Top Mentioned in G7:
@seesaw
@canva
@shellterrell
@leocomputing
@commonsenseed
@ccjacademy
@tesol_assn
@cheamparkfarm
@manorparkschsm1
@cciacademy

Top Mentioned in G8:
@e_sheninger
@gevschool
@erik_youngman
@mrsbwigfield
@apsmustangs
@misspfarnham
@googleforedu
@gecdsbpro
@evs_yrdsb
@mrskimgr4

Top Mentioned in G9:
@dfishersdsu
@tankhuynh
@corwinpress
@nancyfrey
@occue
@avidopenaccess
@valentinaesl
@toppel_eld
@cueinc
@ed100_

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

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

Top Tweeters in G1:
@bizitalk
@jaquearnoux
@laurenh14394197
@abc
@techjunkiejh
@hotpage_news
@nbcnews
@rstatstweet
@kron4news
@demcastmn

Top Tweeters in G2:
@sectest9
@cybersec_feeds
@femtech_
@cybersecurityn8
@diymikes
@llnuxbot
@calcaware
@ssxman2
@nytimes
@abc13houston

Top Tweeters in G3:
@pamgriffa
@soapdemon34
@abantenews
@curlydreads
@elinsilveous
@mo_americanoid
@urbie
@_karen
@galvanoproject
@sweet_tooth19

Top Tweeters in G4:
@fmfrancoise
@1abuazzam
@joedale
@mguhlin
@gannotti
@corbetteva
@ruthlett
@cloudscholar
@runeducator
@jatinam

Top Tweeters in G5:
@mkjmc
@tmobile
@andrewmorrisuk
@nikestore
@fox5dc
@grhluna24
@daniellegembala
@starbucks
@s8r8l33
@nplace1

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

Top Tweeters in G7:
@marylschmidt
@wagjuer
@helenitaaguila1
@authormichael57
@stressfreekids
@algierslady
@reartistron
@shellterrell
@canva
@google

Top Tweeters in G8:
@marcelamomberg
@iamdrwill
@aapremlall
@_acat_
@jccordero28
@ahaydemir
@smorales_hdhes
@e_sheninger
@lucian2drei
@gecdsbpro

Top Tweeters in G9:
@alicekeeler
@larryferlazzo
@mrsjjee
@mssalvac
@lewis1jj
@carrieswidecki
@studysync
@christinamluce
@annadelconte
@leearaoz

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


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