distancelearning, Twitter, 6/19/2021 6:37:19 AM, 257245


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distancelearning_2021-06-18_21-36-00.xlsx
distancelearning_2021-06-18_21-36-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 19, 2021
Short Description:
distancelearning via NodeXL https://bit.ly/3zBLIM0
@distancelrnbot
@wonderworkshop
@sharemylesson
@loindividualize
@albertoemachado
@aftteach
@jurijkovalenok1
@educatoralex
@rdene915
@calacademy

Top hashtags:
#distancelearning
#education
#onlinelearning
#edtech

Description:
Description
The graph represents a network of 6,882 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, 19 June 2021 at 05:13 UTC.

The requested start date was Saturday, 19 June 2021 at 00:01 UTC and the maximum number of tweets (going backward in time) was 18,000.

The tweets in the network were tweeted over the 57-day, 23-hour, 39-minute period from Wednesday, 21 April 2021 at 16:23 UTC to Friday, 18 June 2021 at 16:03 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 : 6882
Unique Edges : 4859
Edges With Duplicates : 28184
Total Edges : 33043
Number of Edge Types : 5
Retweet : 10402
MentionsInRetweet : 12908
Mentions : 4191
Tweet : 5400
Replies to : 142
Self-Loops : 5693
Reciprocated Vertex Pair Ratio : 0.0323925593329057
Reciprocated Edge Ratio : 0.0627524075799938
Connected Components : 486
Single-Vertex Connected Components : 256
Maximum Vertices in a Connected Component : 5859
Maximum Edges in a Connected Component : 31532
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.291303
Graph Density : 0.000203927598670486
Modularity : 0.256623
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 6,882 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, 19 June 2021 at 05:13 UTC.

The requested start date was Saturday, 19 June 2021 at 00:01 UTC and the maximum number of tweets (going backward in time) was 18,000.

The tweets in the network were tweeted over the 57-day, 23-hour, 39-minute period from Wednesday, 21 April 2021 at 16:23 UTC to Friday, 18 June 2021 at 16:03 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:
[167] https://podcasts.apple.com/us/podcast/thriveinedu-by-rachelle-dene-poth/id1534150166
[116] 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
[107] https://www.amazon.com/kindle-dbs/entity/author/B01N1WWDQA?_encoding=UTF8&node=283155&offset=0&pageSize=12&searchAlias=stripbooks&sort=author-sidecar-rank&page=1&langFilter=default#formatSelectorHeader
[87] http://paper.li/e-1546484200
[87] https://www.youtube.com/user/anbukumar73
[73] https://www.rdene915.com/
[68] https://anchor.fm/rdene915
[65] https://www.eteachers.co/e-teachers-education/
[51] https://www.amazon.com/Complete-EdTech-Coach-Approach-Supporting/dp/1951600568
[48] https://mylearnie.com/

Top URLs in Tweet in G1:
[53] https://podcasts.apple.com/us/podcast/thriveinedu-by-rachelle-dene-poth/id1534150166
[37] http://paper.li/e-1546484200
[35] https://www.instagram.com/accounts/login/
[32] https://www.amazon.com/kindle-dbs/entity/author/B01N1WWDQA?_encoding=UTF8&node=283155&offset=0&pageSize=12&searchAlias=stripbooks&sort=author-sidecar-rank&page=1&langFilter=default#formatSelectorHeader
[27] https://www.rdene915.com/
[24] https://www.eteachers.co/e-teachers-education/
[22] https://www.shantiasiaticjaipur.com/#enquirymodel
[20] https://queenbeeboutique.scentsy.us/shop/c/27600/scentsy-gifts-for-kids
[19] https://anchor.fm/rdene915
[18] https://www.globalshiksha.net/

Top URLs in Tweet in G2:
[110] https://podcasts.apple.com/us/podcast/thriveinedu-by-rachelle-dene-poth/id1534150166
[106] 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
[74] https://www.amazon.com/kindle-dbs/entity/author/B01N1WWDQA?_encoding=UTF8&node=283155&offset=0&pageSize=12&searchAlias=stripbooks&sort=author-sidecar-rank&page=1&langFilter=default#formatSelectorHeader
[73] https://www.youtube.com/user/anbukumar73
[49] https://anchor.fm/rdene915
[41] https://www.rdene915.com/
[41] https://www.eteachers.co/e-teachers-education/
[40] https://www.amazon.com/Complete-EdTech-Coach-Approach-Supporting/dp/1951600568
[34] https://mylearnie.com/
[23] https://savedbythebeldin.net/2020/10/17/top-60-edtech-tools-for-remote-learning/?utm_content=bufferddaee&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G3:
[6] https://www.donorschoose.org/project/listen-up/5524454/?utm_source=dc&utm_medium=twitter&utm_campaign=teacherhub&utm_term=teacher_2970241&rf=twitter-dc-2021-04-teacherhub-teacher_2970241&challengeid=20599141
[4] https://www.donorschoose.org/project/save-it-or-spend-it/5494386/?utm_source=dc&utm_medium=twitter&utm_campaign=project&utm_term=unknown&rf=twitter-dc-2021-04-project-unknown&%24web_only=true&_branch_match_id=link-915279448559142711
[4] https://woobox.com/we297n/npcqlk
[3] https://woobox.com/krdg7k/nrinpb
[3] https://www.donorschoose.org/project/learning-to-teach-with-toons-and-diverse/5600240/?utm_source=dc&utm_medium=twitter&utm_campaign=project&utm_term=teacher_3847349&rf=twitter-dc-2021-06-project-teacher_3847349&challengeid=21528855&%24web_only=true&_branch_match_id=link-930480412541740296
[3] https://woobox.com/we297n
[3] https://www.donorschoose.org/project/printing-with-color-is-more-fun/5555813/?challengeid=21735838
[3] https://woobox.com/krdg7k/nrin2z
[2] https://woobox.com/krdg7k/nrimhk
[2] https://woobox.com/krdg7k/nrihkz

Top URLs in Tweet in G4:
[29] https://www.aft.org/education/aft-teach
[11] https://sharemylesson.com/blog/project-based-learning
[9] https://sharemylesson.com/community/328056/resources?f[0]=featured_topic:328056:5:295289#main-content
[9] https://sharemylesson.com/teaching-resource/virtual-zumba-exercise-party-your-body-part-2-330666
[6] https://sharemylesson.com/collections/memorial-day-lesson-plans-resources
[6] https://sharemylesson.com/teaching-resource/building-trusted-spaces-and-sel-muscles-how-adults-and-students-can-heal-and
[6] https://aftelearning.org/sea2021
[6] https://aft.zoom.us/meeting/register/tJcrcOmorDkiE9FRcmXhc-2FsJVuYoJkhGeK
[5] https://sharemylesson.com/teaching-resource/judaism-and-jewish-history-teacher-guides-and-lesson-materials-266559
[5] https://sharemylesson.com/collections/mental-health-awareness

Top URLs in Tweet in G5:
[8] https://web.tusculum.edu/collegeofeducation/our-programs/undergraduate-teacher-licensure/teacher-licensure-special-education/?utm_sq=gotb3gu9aa
[6] https://wcg.ac.uk/distancelearning
[2] 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
[2] https://www.instagram.com/accounts/login/
[2] http://www.elementarymatters.com/2017/08/have-you-heard-about-boom-digital-task.html
[2] http://www.opfutsal.com/distancelearning
[2] https://www.youtube.com/watch?v=mR16KpsBrRs&feature=youtu.be

[2] https://www.youtube.com/watch?v=Nuz-aXpBKXU&feature=youtu.be

[2] https://htopskills.com/blog/how-to-disable-chat-in-microsoft-teams/
[2] https://www.distancelearning.txstate.edu/faculty/Summer-Institute0.html

Top URLs in Tweet in G6:
[3] https://docs.google.com/presentation/d/e/2PACX-1vRpNV_ZDXqP6tOf9LshDv2GgzJvpXBHfBuAiQ4JNmQAx4U8w-ivGHwJuJsWfqZiceJGEobj7sQNuGD0/pub?start=false&loop=false&delayms=3000
[3] https://www.canva.com/design/DAEQrng6FjQ/dNV3E1HzGckChNKPOTSzxg/view?utm_content=DAEQrng6FjQ&utm_campaign=designshare&utm_medium=link&utm_source=sharebutton
[2] https://www.flocabulary.com/topics/week-in-rap/?utm_source=social&utm_medium=twitter&utm_campaign=week-in-rap
[2] https://www.flocabulary.com/topics/week-in-rap-junior/?utm_source=social&utm_medium=twitter&utm_campaign=week-in-rap-jr
[1] https://www.youtube.com/watch?v=tnWcLlEMWwo&feature=youtu.be

[1] https://docs.google.com/presentation/d/1j3koN5yq5CY8LBaEzGwBzoM4x-ZeYLEtT43OBfNBNJ4/copy
[1] https://www.instagram.com/p/COAtRw8gVmM/
[1] https://m.youtube.com/watch?v=iotAAAyjwDQ&feature=youtu.be&utm_content=buffer6113e&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

[1] https://m.youtube.com/watch?v=iotAAAyjwDQ&feature=youtu.be&utm_content=bufferaab1a&utm_medium=social&utm_source=bufferapp.com&utm_campaign=buffer

[1] https://www.instagram.com/p/CODLLluA0BW/

Top URLs in Tweet in G7:
[6] https://www.centralbeds.ac.uk/online-courses
[5] https://www.youtube.com/watch?v=jiEm5-S8mOc&feature=youtu.be

[4] https://blog.mindresearch.org/blog/healthy-screen-time-habits
[3] https://anchor.fm/nishtha-jain2
[3] https://anchor.fm/s/5d28c780/podcast/rss
[3] https://annielynn.net/
[3] https://www.youtube.com/watch?v=bLfck-efx6U&feature=youtu.be

[3] https://www.youtube.com/watch?v=YLzZdJGSb5I&feature=youtu.be

[3] https://www.youtube.com/watch?v=kYAjz6VJklY&feature=youtu.be

[3] https://docs.google.com/forms/d/e/1FAIpQLSdpMypERkx-GpRaireNo8eCrV785-NveQhim61CiaPyyLQmrg/viewform

Top URLs in Tweet in G8:
[50] http://paper.li/e-1546484200
[23] https://www.shantiasiaticjaipur.com/#enquirymodel
[17] https://teach-smarter-not-harder.teachable.com/p/teach-smarter-not-harder1
[10] http://teachsmarternotharder.com/
[7] https://jurij0001.creator-spring.com/digital
[6] https://jurij0001.creator-spring.com/
[5] https://www.udemy.com/course/what-to-do-before-during-after-your-online-course-begins/
[4] https://www.udemy.com/course/managing-virtual-teams-facing-a-new-normal/
[4] https://www.udemy.com/user/jm24/
[3] https://jurij0001.creator-spring.com/listing/get-mars-rover?page=1&product=2&tsmac=store&tsmic=jurij0001&variation=2122

Top URLs in Tweet in G9:
[5] http://www.educreativecoaching.com.mx/learnfest21.html
[5] https://www.eventbrite.com.mx/e/learn-fest-educreativo-summer-21-registration-150775933877
[4] https://telecomkh.info/?p=1727
[2] https://www.surveymonkey.com/r/PSOL?fbclid=IwAR3hvhz0vQW_66kyfwFJ-Jun7dmRtBidwIgcvsOiurV_v4kSpHfIkQh8OkY
[2] https://www.surveymonkey.com/r/PSOL
[2] https://www.augusta.edu/pamplin/maiss/socialinfluence.php
[2] https://thejournal.com/whitepapers/2021/04/malwarebytes-lessons-learned-in-cybersecurity-041921.aspx?tc=page0
[1] https://tcea.org/2021/04/08/club-ep-79/
[1] https://twitter.com/i/web/status/1385706083277180930
[1] https://twitter.com/i/web/status/1387795497809711108

Top URLs in Tweet in G10:
[3] https://www.educatorstechnology.com/2021/05/12-good-edtech-tools-to-use-in-your.html
[1] https://www.learningovations.com/post/virtual-end-of-the-year-resources
[1] https://conference.iste.org/2021/program/search/detail_presenter.php?id=113785725
[1] https://us02web.zoom.us/meeting/register/tZIqfuuqqz8rH9Y8V1329L5peFXxGb87Ju80
[1] https://podcasts.apple.com/us/podcast/thriveinedu-by-rachelle-dene-poth/id1534150166
[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://twitter.com/edweekteacher/status/1387382343028154368

Top Domains
Top Domains in Tweet in Entire Graph:
[1721] twitter.com
[521] youtube.com
[313] amazon.com
[260] sharemylesson.com
[250] eteachers.co
[213] woobox.com
[187] google.com
[170] apple.com
[154] donorschoose.org
[133] robotlab.com

Top Domains in Tweet in G1:
[525] twitter.com
[194] youtube.com
[79] eteachers.co
[62] amazon.com
[59] co.uk
[57] google.com
[57] donorschoose.org
[55] apple.com
[54] co.za
[47] drbruceajohnson.com

Top Domains in Tweet in G2:
[355] twitter.com
[243] amazon.com
[171] eteachers.co
[132] youtube.com
[111] apple.com
[95] robotlab.com
[61] zoom.us
[56] wonderexplorelearn.com
[49] anchor.fm
[44] youtu.be

Top Domains in Tweet in G3:
[206] woobox.com
[92] donorschoose.org
[64] twitter.com
[1] amazon.com
[1] robotlab.com

Top Domains in Tweet in G4:
[255] sharemylesson.com
[57] twitter.com
[29] aft.org
[11] nodexlgraphgallery.org
[6] aftelearning.org
[6] zoom.us
[4] teacherspayteachers.com
[4] youtube.com
[3] topsthemonkey.com
[3] passionatelycuriouseducators.com

Top Domains in Tweet in G5:
[75] twitter.com
[8] youtube.com
[8] ac.uk
[8] tusculum.edu
[4] mymoduledesign.com
[3] instagram.com
[3] txstate.edu
[3] 3rteachertraining.com
[2] learningally.org
[2] elementarymatters.com

Top Domains in Tweet in G6:
[25] twitter.com
[6] google.com
[5] youtube.com
[4] flocabulary.com
[3] canva.com
[2] instagram.com
[2] cobblestonecollective.ca
[2] nearpod.com
[1] t4c.tech
[1] googleblog.com

Top Domains in Tweet in G7:
[78] youtube.com
[75] twitter.com
[22] seesaw.me
[7] bestonlinecareer.com
[6] anchor.fm
[6] ac.uk
[5] mindresearch.org
[4] constantcontact.com
[3] xyris.ca
[3] annielynn.net

Top Domains in Tweet in G8:
[50] twitter.com
[50] paper.li
[31] creator-spring.com
[29] google.com
[23] shantiasiaticjaipur.com
[17] teachable.com
[15] udemy.com
[10] teachsmarternotharder.com
[10] ow.ly
[4] indianexpress.com

Top Domains in Tweet in G9:
[28] twitter.com
[10] com.mx
[6] surveymonkey.com
[5] facebook.com
[4] telecomkh.info
[3] augusta.edu
[2] tcea.org
[2] deelac.com
[2] thejournal.com
[1] educationnext.org

Top Domains in Tweet in G10:
[3] educatorstechnology.com
[1] learningovations.com
[1] iste.org
[1] zoom.us
[1] apple.com
[1] amazon.com
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[8968] distancelearning
[2252] education
[1802] onlinelearning
[1576] edtech
[1245] elearning
[912] learning
[853] edchat
[849] remotelearning
[553] online
[534] teaching



Top Hashtags in Tweet in G1:
[3292] distancelearning
[740] education
[692] onlinelearning
[477] elearning
[432] edtech
[341] learning
[231] remotelearning
[217] school
[194] online
[177] students

Top Hashtags in Tweet in G2:
[1629] distancelearning
[1019] education
[941] edtech
[654] onlinelearning
[482] elearning
[427] learning
[402] edchat
[335] remotelearning
[270] k12
[256] teaching

Top Hashtags in Tweet in G3:
[311] distancelearning
[205] stem
[36] donorschoose
[15] readingplus
[13] teacherappreciationweek
[12] allstate
[12] sonic
[9] teachertwitter
[8] blacklivesmatter
[7] covid19

Top Hashtags in Tweet in G4:
[430] distancelearning
[277] edchat
[155] covid19
[154] educhat
[70] fdk
[60] teach21
[38] sel
[29] pdedu
[24] math
[22] aapi

Top Hashtags in Tweet in G5:
[224] distancelearning
[47] education
[42] principais
[37] edtech
[28] teachers
[25] students
[25] onlinelearning
[24] stayhome
[23] educators
[23] staysafe

Top Hashtags in Tweet in G6:
[96] distancelearning
[12] cuebold
[9] supersecondgradescientists
[8] supersecondgrade
[8] weekinrap
[8] flocabfriday
[8] remotelearning
[7] hybridlearning
[7] googleslides
[6] hcspdl

Top Hashtags in Tweet in G7:
[212] distancelearning
[30] seesawambassador
[30] seesawactivities
[23] bpslearns
[19] vegan
[18] sap
[17] elearning
[17] teachers
[17] god
[16] educators

Top Hashtags in Tweet in G8:
[231] distancelearning
[88] physics
[81] education
[79] elonmusk
[73] college
[69] onlinelearning
[66] elearning
[43] engineering
[42] remotelearning
[42] spacex

Top Hashtags in Tweet in G9:
[82] distancelearning
[66] onlinelearning
[45] education
[26] remotelearning
[19] covid19
[16] homeschooling
[15] schoolchoice
[15] parenting
[14] edtech
[13] digitallearning

Top Hashtags in Tweet in G10:
[10] distancelearning
[6] pypchat
[3] edtech
[3] gegkenya
[2] googleei
[2] geg
[2] globalgeg
[2] inquirymindset
[2] inquiry
[2] create

Top Words
Top Words in Tweet in Entire Graph:
[8968] #distancelearning
[2785] learning
[2253] #education
[1841] students
[1801] #onlinelearning
[1570] #edtech
[1532] learn
[1414] online
[1242] #elearning
[1121] distance

Top Words in Tweet in G1:
[3292] #distancelearning
[1163] learning
[742] students
[741] #education
[692] #onlinelearning
[688] online
[575] learn
[520] distance
[490] year
[477] #elearning

Top Words in Tweet in G2:
[1629] #distancelearning
[1019] #education
[937] #edtech
[654] #onlinelearning
[480] #elearning
[427] #learning
[401] #edchat
[394] learning
[335] #remotelearning
[270] #k12

Top Words in Tweet in G3:
[311] #distancelearning
[286] provide
[281] hours
[278] enter
[277] win
[277] dash
[277] wonderworkshop
[277] learn
[276] code
[275] dot

Top Words in Tweet in G4:
[430] #distancelearning
[339] aftteach
[334] aftunion
[277] #edchat
[254] sharemylesson
[173] free
[155] #covid19
[154] #educhat
[147] lesson
[129] students

Top Words in Tweet in G5:
[224] #distancelearning
[69] learning
[53] online
[48] more
[47] #education
[43] students
[42] #principais
[37] learn
[37] #edtech
[32] distance

Top Words in Tweet in G6:
[96] #distancelearning
[49] nearpod
[39] students
[37] learning
[23] summer
[21] thanks
[21] excited
[20] using
[19] lessons
[17] flipgrid

Top Words in Tweet in G7:
[212] #distancelearning
[65] learning
[62] youtube
[60] seesaw
[40] students
[37] today
[37] person
[36] distance
[32] join
[31] kinders

Top Words in Tweet in G8:
[231] #distancelearning
[110] friends
[97] notes
[95] link
[94] jurijkovalenok1
[88] #physics
[81] #education
[79] #elonmusk
[73] #college
[69] #onlinelearning

Top Words in Tweet in G9:
[83] parents4support
[82] #distancelearning
[76] learning
[66] #onlinelearning
[60] students
[52] online
[45] #education
[32] during
[31] school
[29] pm

Top Words in Tweet in G10:
[78] tools
[74] virtual
[74] make
[73] end
[73] year
[73] resources
[73] hey
[73] teachers
[73] we've
[73] gathered

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[794] distance,learning
[472] enter,win
[465] learn,code
[459] wonderworkshop,app
[459] app,learn
[458] win,dash
[458] dash,dot
[458] dot,robots
[458] robots,accessories
[458] accessories,wonderworkshop

Top Word Pairs in Tweet in G1:
[356] distance,learning
[154] learn,code
[152] enter,win
[149] wonderworkshop,app
[149] app,learn
[149] code,challenges
[148] win,dash
[148] dash,dot
[148] dot,robots
[148] robots,accessories

Top Word Pairs in Tweet in G2:
[198] #onlinelearning,#education
[177] #learning,#distancelearning
[163] #edtech,#distancelearning
[163] #education,#elearning
[155] #distancelearning,#onlineclasses
[144] #elearning,#learning
[136] #onlineclasses,#covid
[132] #covid,#virtuallearning
[131] #virtuallearning,#online
[129] #online,#onlinecourses

Top Word Pairs in Tweet in G3:
[277] enter,win
[275] win,dash
[275] dash,dot
[275] dot,robots
[275] robots,accessories
[275] accessories,wonderworkshop
[275] wonderworkshop,app
[275] app,learn
[275] learn,code
[274] code,challenges

Top Word Pairs in Tweet in G4:
[221] aftunion,aftteach
[198] #distancelearning,aftunion
[152] #edchat,#educhat
[123] #covid19,#distancelearning
[110] #educhat,#covid19
[92] lesson,plan
[74] #edchat,#distancelearning
[68] #fdk,#distancelearning
[60] virtual,conference
[60] aftunion,#teach21

Top Word Pairs in Tweet in G5:
[25] distance,learning
[22] learn,more
[22] #edtech,#teachers
[22] #education,#edtech
[21] #students,#principais
[21] #principais,#educators
[21] #educators,#education
[21] #teachers,#principais
[21] #principais,#quarantinelife
[21] #quarantinelife,#stayhome

Top Word Pairs in Tweet in G6:
[14] distance,learning
[11] eliminate,summer
[11] summer,slide
[8] slide,prepare
[8] prepare,students
[8] students,fall
[8] fall,adding
[8] adding,lessons
[8] lessons,summer
[8] summer,learning

Top Word Pairs in Tweet in G7:
[31] person,#distancelearning
[30] abc,countdown
[28] kinders,santiago_steam
[28] letter,person
[27] countdown,seesaw
[27] seesaw,letter
[26] distance,learning
[24] join,distance
[24] #distancelearning,#seesawambassador
[24] #seesawambassador,#seesawactivities

Top Word Pairs in Tweet in G8:
[50] check,latest
[50] latest,learning
[50] learning,news
[50] news,resources
[50] resources,updated
[50] updated,daily
[50] daily,#elearning
[47] sincerely,yuri
[41] #distancelearning,#remotelearning
[40] #elearning,#distancelearning

Top Word Pairs in Tweet in G9:
[25] #onlinelearning,#distancelearning
[19] online,learning
[17] parent,exchange
[16] learning,during
[15] 30,pm
[15] pm,cst
[14] during,#covid19
[13] digital,learning
[13] share,thoughts
[12] students,#onlinelearning

Top Word Pairs in Tweet in G10:
[73] end,year
[73] year,virtual
[73] virtual,resources
[73] resources,hey
[73] hey,teachers
[73] teachers,we've
[73] we've,gathered
[73] gathered,collection
[73] collection,templates
[73] templates,tools

Top Replied-To
Top Replied-To in Entire Graph:
@centralbeds
@moyrons
@amani_mart
@florianklenk
@seesaw
@simonefeichtner
@levi_allison42
@ugc_india
@craignewmark
@alaneadamsbooks

Top Replied-To in G1:
@buitengebieden_
@gather_town
@myismagic
@magsflood
@the_dailyapple
@perrisel_pesd
@bgacademy
@alilauer1

Top Replied-To in G2:
@learnpromethean
@symphonymath
@edutopia

Top Replied-To in G3:
@moyrons
@alaneadamsbooks
@melissadarrow
@craignewmark

Top Replied-To in G4:
@whro
@edenbrookhill

Top Replied-To in G5:
@shadescreative
@usatcorp

Top Replied-To in G6:
@avocadogators
@jemarbleteacher

Top Replied-To in G7:
@centralbeds
@seesaw
@mayyoulee
@keyandpeele

Top Replied-To in G8:
@elonmusk

Top Replied-To in G9:
@ncsara_news
@parents4support

Top Replied-To in G10:
@levi_allison42
@shaza33

Top Mentioned
Top Mentioned in Entire Graph:
@wonderworkshop
@sharemylesson
@aftteach
@rdene915
@aftunion
@educatoralex
@kat_goyette
@jurijkovalenok1
@donorschoose
@aquilaeducation

Top Mentioned in G1:
@rdene915
@wonderworkshop
@sharemylesson
@educatoralex
@aquilaeducation
@jurijkovalenok1
@kat_goyette
@mrs_orchard
@drbruceajohnson
@eteachersinter1

Top Mentioned in G2:
@rdene915
@educatoralex
@kat_goyette
@iste
@thriveinedu
@laslockymeghan
@mic
@tcea
@ekavach
@robotlabinc

Top Mentioned in G3:
@wonderworkshop
@donorschoose
@juliedupuisgme
@itsmrsespinoza
@moyrons
@maestraferna1
@edubooklover
@mrsmccluresroom
@craig
@melissadarrow

Top Mentioned in G4:
@aftteach
@aftunion
@sharemylesson
@leeandlow
@newshourextra
@mrs_orchard
@60secondcivics
@distancelrnbot
@albertoemachado
@adl_education

Top Mentioned in G5:
@3rteachertrain
@tusculum_univ
@tulawoof
@skydomain242
@thebossofstress
@elemntrymatters
@fujavac
@ktownstriders
@estoniaedu

Top Mentioned in G6:
@nearpod
@flipgrid
@d220mshamilton
@sunnyhill220
@cajonvalleyusd
@fossscience
@katshaw0612
@flocabulary
@classroomscreen
@ranchowallc

Top Mentioned in G7:
@youtube
@seesaw
@santiago_steam
@bpstis
@googleforedu
@bestonlinecarer
@annielynn215
@infinitepath
@tammycayuela
@zoom

Top Mentioned in G8:
@jurijkovalenok1
@elonmusk
@piousgeek
@jurczyk
@elearnindustry
@ieeducation_job
@youtube
@apsphysics
@msduygu2
@rdene915

Top Mentioned in G9:
@parents4support
@tillieelvrum
@sparkmindset
@thedlac
@futureof_school
@aug_maiss
@russpoulin
@michaelbhorn
@educationnext
@thebridgeschool

Top Mentioned in G10:
@loindividualize
@educatoralex
@rdene915
@inquiryfive
@chojnacka_aga
@gegkenya
@sharemylesson
@robkellytweets
@mraspinall
@cukalu

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@atthelp
@cybersec_feeds
@chidambara09
@atsocialmediauk
@femtech_
@xaelbot
@evankirstel
@codedailybot
@coopmike48

Top Tweeters in G1:
@bizitalk
@lynch39083
@hubofml
@femalebloggerrt
@nancyrubin
@wernerkeil
@washingtonpost
@livesmart
@alcinx
@abantenews

Top Tweeters in G2:
@sectest9
@femtech_
@codedailybot
@codernotesbot
@cybersecurityn8
@trendsinai
@friday_js_bot
@ssxman2
@calcaware
@ml_tweet_bot

Top Tweeters in G3:
@sweetmatcha
@odedonrealitytv
@nicoleschoice1
@ksceviour
@kimberlilarae
@nplace1
@isandrachesney
@landonsmum
@thepittsmn
@craignewmark

Top Tweeters in G4:
@coopmike48
@viralvideovlogs
@lseefeldt3
@leftboomer
@stump_bot
@nwsharingzone
@rweingarten
@squeakilyjr
@teacher2teacher
@aftunion

Top Tweeters in G5:
@csa_dvillamizar
@nycnavid
@ihirejobalerts
@cboomervazquez
@khmertimes
@feierabendblogr
@ktownstriders
@tracy19671
@leearaoz
@expdomesticity

Top Tweeters in G6:
@slackhq
@circlereader
@flipgrid
@buncee
@cajonvalleyusd
@lspenceredd
@nearpod
@getkahoot
@wakelet
@nsta

Top Tweeters in G7:
@researchmrx
@jfsebastian146
@sdreyse
@powercutmusic
@ksev4
@susiekonkle
@annielynn215
@athletics
@seesaw
@hwingo

Top Tweeters in G8:
@bexxmodd
@indianexpress
@godfrey_g_
@reartistron
@hart_engel
@freshprincegiwa
@alfaruqstories
@chihuu
@juliogambito
@l_teefah

Top Tweeters in G9:
@cybersec_feeds
@botcybersec
@slicinhammer
@backstreetlamb
@skh245
@lewis1jj
@joshbjono2
@1in5advocacy
@laurenhug
@moms4fape

Top Tweeters in G10:
@mraspinall
@cherie59789095
@sowmyaraodn
@pneerja
@7gengames
@_ivanthebelly
@aysinalp1
@llummiss
@fsagwe
@vunromerde


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