distancelearning, Twitter, 6/12/2021 10:59:06 PM, 256748


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distancelearning_2021-06-11_21-36-00.xlsx
distancelearning_2021-06-11_21-36-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 12, 2021
Short Description:
distancelearning via NodeXL https://bit.ly/2TqpA6A
@distancelrnbot
@sharemylesson
@wonderworkshop
@calacademy
@albertoemachado
@jurijkovalenok1
@loindividualize
@educatoralex
@tcea
@aftteach

Top hashtags:
#distancelearning
#education
#onlinelearning
#edtech

Description:
Description
The graph represents a network of 7,226 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, 12 June 2021 at 05:11 UTC.

The requested start date was Saturday, 12 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 55-day, 23-hour, 9-minute period from Friday, 16 April 2021 at 17:00 UTC to Friday, 11 June 2021 at 16:09 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 : 7226
Unique Edges : 5127
Edges With Duplicates : 28131
Total Edges : 33258
Number of Edge Types : 5
Retweet : 10470
MentionsInRetweet : 13112
Mentions : 4165
Tweet : 5357
Replies to : 154
Self-Loops : 5653
Reciprocated Vertex Pair Ratio : 0.03173311635476
Reciprocated Edge Ratio : 0.0615141955835962
Connected Components : 500
Single-Vertex Connected Components : 262
Maximum Vertices in a Connected Component : 6149
Maximum Edges in a Connected Component : 31626
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.366438
Graph Density : 0.000194300282428792
Modularity : 0.270196
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 7,226 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, 12 June 2021 at 05:11 UTC.

The requested start date was Saturday, 12 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 55-day, 23-hour, 9-minute period from Friday, 16 April 2021 at 17:00 UTC to Friday, 11 June 2021 at 16:09 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:
[150] https://podcasts.apple.com/us/podcast/thriveinedu-by-rachelle-dene-poth/id1534150166
[131] 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
[89] http://paper.li/e-1546484200
[87] https://www.youtube.com/user/anbukumar73
[84] https://www.rdene915.com/
[78] 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
[76] https://anchor.fm/rdene915
[59] https://www.eteachers.co/e-teachers-education/
[54] https://www.shantiasiaticjaipur.com/#enquirymodel
[48] https://www.amazon.com/Complete-EdTech-Coach-Approach-Supporting/dp/1951600568

Top URLs in Tweet in G1:
[50] https://podcasts.apple.com/us/podcast/thriveinedu-by-rachelle-dene-poth/id1534150166
[39] http://paper.li/e-1546484200
[32] https://www.rdene915.com/
[29] https://www.instagram.com/accounts/login/
[25] 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
[24] https://www.shantiasiaticjaipur.com/#enquirymodel
[22] https://anchor.fm/rdene915
[21] https://www.eteachers.co/e-teachers-education/
[16] https://www.globalshiksha.net/
[16] https://teach-smarter-not-harder.teachable.com/p/teach-smarter-not-harder1

Top URLs in Tweet in G2:
[120] 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
[97] https://podcasts.apple.com/us/podcast/thriveinedu-by-rachelle-dene-poth/id1534150166
[73] https://www.youtube.com/user/anbukumar73
[54] https://anchor.fm/rdene915
[52] 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
[51] https://www.rdene915.com/
[38] https://www.eteachers.co/e-teachers-education/
[38] https://www.amazon.com/Complete-EdTech-Coach-Approach-Supporting/dp/1951600568
[27] https://mylearnie.com/
[23] https://www.missraesroom.com/social-emotional-learning/15-ideas-for-social-emotional-distance-learning?utm_content=buffera9eb0&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G3:
[7] 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
[6] https://www.instagram.com/accounts/login/
[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://www.donorschoose.org/project/printing-with-color-is-more-fun/5555813/?challengeid=21735838
[3] https://amazon.com/hz/wishlist/ls
[3] https://linktr.ee/TeachJen226KCMO
[3] https://woobox.com/krdg7k/nrin2z

Top URLs in Tweet in G4:
[26] 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://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
[5] https://sharemylesson.com/teaching-resource/all-abilities-mindfulness-and-yoga-grand-love-330657

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://www.edutopia.org/video/how-foster-kindness-during-distance-learning
[2] https://www.idahoptv.org/learn/distanceLearning/classroomIdaho/
[2] https://www.ncela.ed.gov/
[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


Top URLs in Tweet in G6:
[6] http://www.ourgoodfamily.org/2020/08/learn-piano-at-home/
[5] http://classroomstream.com/virtual-adventures/space-nasa-for-littles/
[3] https://virtualacademy.pvusd.net/
[3] https://edsource.org/2021/new-data-55-of-california-public-school-students-remain-in-distance-learning/653848
[2] https://edsource.org/2021/tracking-learning-modes-of-california-students/653139?utm_content=168706169&utm_medium=social&utm_source=twitter&hss_channel=tw-715014382661402624
[2] https://gleam.io/ZsUfh-8WDlMm3ZLI?l=https%3A%2F%2Fstreamgeeks.us%2Fbuilding-an-esports-lab-webinar%2F
[1] https://twitter.com/i/web/status/1387698393577893889
[1] https://blog.google/outreach-initiatives/education/teacher-appreciation-week-2021-en/
[1] https://docs.google.com/presentation/d/e/2PACX-1vQyarmatx8PdvH0zaiOksvqD0PACxYiyM3JNcOt_EiDMe0xtkrFsiwkHJ0e0rF1B3lb2UVowCcS2QQv/pub?start=false&loop=false&delayms=3000&slide=id.gccbae2e232_4_27
[1] https://twitter.com/i/web/status/1275475966673014784

Top URLs in Tweet in G7:
[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 G8:
[4] https://blog.mindresearch.org/blog/healthy-screen-time-habits
[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://blog.mindresearch.org/blog/sel-in-the-classroom-distance-learning?ref=quuu
[3] https://docs.google.com/forms/d/e/1FAIpQLSdpMypERkx-GpRaireNo8eCrV785-NveQhim61CiaPyyLQmrg/viewform
[2] https://xyris.ca
[2] https://www.surveymonkey.com/r/GradeYourLMS_1
[2] https://www.proctortrack.com/blog/article/is-hybrid-learning-the-future-of-education-lets-find-out/

Top URLs in Tweet in G9:
[9] https://jurij0001.creator-spring.com/digital
[6] https://jurij0001.creator-spring.com/
[3] https://jurij0001.creator-spring.com/listing/get-mars-rover?page=1&product=2&tsmac=store&tsmic=jurij0001&variation=2122
[3] https://jurij0001.creator-spring.com/listing/physics-21-notes-release-2?product=960
[3] https://www.youtube.com/watch?v=Qoq2hU9XpRw

[3] https://indianexpress.com/article/education/aicte-odl-guidelines-2021-intake-capacity-to-be-at-par-with-ugc-norms-7286131/
[2] https://jurij0001.creator-spring.com
[2] https://t.me/jurij0001_physics_art
[2] https://jurij0001.creator-spring.com/listing/physics-of-the-photoeffect
[2] https://insights.nexford.org/5-ways-to-make-the-best-of-your-online-education

Top URLs in Tweet in G10:
[10] https://www.pblworks.org/blog/why-pbl-best-online-instruction
[5] https://www.innovatingplay.world/playingwithwordscenters
[3] https://www.topsthemonkey.com/
[2] https://store.pblworks.org/products/becoming-pbl-teacher_2021-july
[2] https://www.innovatingplay.world/meaningful-tech-integration-for-littles-10-blended-lesson-design-tips/
[2] https://www.kqed.org/education/535005/using-infographics-to-make-sense-of-covid-19-vaccines
[2] https://outschool.com/classes/summer-fun-gr-1-2-science-camp-art-and-experiments-bxpmT7PX?sectionUid=3af448c5-15ec-47f0-90d1-eb66056001ee&showDetails=true
[2] https://www.schoolsthatmovesouls.com/users/checkout/auth
[2] https://sites.google.com/alisal.org/ausdri/home
[1] https://twitter.com/achievethecore/status/1394447656961953795

Top Domains
Top Domains in Tweet in Entire Graph:
[1970] twitter.com
[589] youtube.com
[292] amazon.com
[254] sharemylesson.com
[213] eteachers.co
[184] woobox.com
[153] apple.com
[146] donorschoose.org
[130] robotlab.com
[118] zoom.us

Top Domains in Tweet in G1:
[637] twitter.com
[215] youtube.com
[59] eteachers.co
[57] amazon.com
[53] donorschoose.org
[52] co.uk
[52] apple.com
[50] co.za
[46] drbruceajohnson.com
[39] paper.li

Top Domains in Tweet in G2:
[410] twitter.com
[228] amazon.com
[154] eteachers.co
[151] youtube.com
[97] apple.com
[93] robotlab.com
[75] wonderexplorelearn.com
[63] zoom.us
[54] anchor.fm
[51] rdene915.com

Top Domains in Tweet in G3:
[179] woobox.com
[90] donorschoose.org
[83] twitter.com
[6] instagram.com
[5] amazon.com
[3] apple.com
[3] linktr.ee
[3] gettingsmart.com
[1] cospaces.io
[1] etsy.com

Top Domains in Tweet in G4:
[249] sharemylesson.com
[67] twitter.com
[26] aft.org
[9] nodexlgraphgallery.org
[6] zoom.us
[3] aftelearning.org
[3] passionatelycuriouseducators.com
[3] youtube.com
[2] govtech.com
[2] techlearning.com

Top Domains in Tweet in G5:
[80] twitter.com
[9] youtube.com
[8] ac.uk
[8] tusculum.edu
[4] mymoduledesign.com
[3] edutopia.org
[3] instagram.com
[3] txstate.edu
[3] 3rteachertraining.com
[2] idahoptv.org

Top Domains in Tweet in G6:
[18] twitter.com
[11] edsource.org
[6] ourgoodfamily.org
[5] classroomstream.com
[3] pvusd.net
[2] google.com
[2] stepuptutoring.org
[2] laist.com
[2] gleam.io
[1] blog.google

Top Domains in Tweet in G7:
[26] twitter.com
[7] google.com
[4] youtube.com
[4] flocabulary.com
[3] canva.com
[2] instagram.com
[2] cobblestonecollective.ca
[2] nearpod.com
[1] woobox.com
[1] wonderexplorelearn.com

Top Domains in Tweet in G8:
[64] twitter.com
[61] youtube.com
[23] seesaw.me
[9] bestonlinecareer.com
[7] mindresearch.org
[5] edsby.com
[3] xyris.ca
[3] constantcontact.com
[3] annielynn.net
[3] google.com

Top Domains in Tweet in G9:
[30] creator-spring.com
[30] twitter.com
[16] youtube.com
[4] google.com
[4] indianexpress.com
[3] elearningindustry.com
[2] t.me
[2] nexford.org
[1] robotlab.com
[1] techgig.com

Top Domains in Tweet in G10:
[25] twitter.com
[15] pblworks.org
[11] innovatingplay.world
[10] outschool.com
[4] teacherspayteachers.com
[3] topsthemonkey.com
[2] kqed.org
[2] schoolsthatmovesouls.com
[2] google.com
[1] fastcompany.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[8805] distancelearning
[2151] education
[1672] onlinelearning
[1544] edtech
[1177] elearning
[858] learning
[850] edchat
[813] remotelearning
[507] teaching
[493] online



Top Hashtags in Tweet in G1:
[3338] distancelearning
[769] education
[658] onlinelearning
[460] edtech
[455] elearning
[324] learning
[227] remotelearning
[210] students
[210] online
[200] school

Top Hashtags in Tweet in G2:
[1622] distancelearning
[972] education
[882] edtech
[599] onlinelearning
[422] elearning
[400] edchat
[389] learning
[304] remotelearning
[290] k12
[257] teaching

Top Hashtags in Tweet in G3:
[332] distancelearning
[192] stem
[36] donorschoose
[18] remotelearning
[17] teachertwitter
[14] readingplus
[13] steam
[13] teacherappreciationweek
[12] allstate
[12] sonic

Top Hashtags in Tweet in G4:
[408] distancelearning
[268] edchat
[157] covid19
[147] educhat
[69] fdk
[58] teach21
[38] sel
[27] climatechange
[25] math
[24] pdedu

Top Hashtags in Tweet in G5:
[214] distancelearning
[31] education
[28] onlinelearning
[20] learning
[17] elearning
[17] edtech
[15] remotelearning
[11] digitallearning
[10] teaching
[10] covid19

Top Hashtags in Tweet in G6:
[105] distancelearning
[20] lausd
[13] education
[13] virtuallearning
[10] homeschool
[9] pvusd
[7] digitallearning
[6] homeschooling
[5] kptogether
[5] ourglobalclassroom

Top Hashtags in Tweet in G7:
[87] distancelearning
[9] supersecondgradescientists
[9] remotelearning
[8] supersecondgrade
[8] edtech
[8] weekinrap
[8] flocabfriday
[7] googleslides
[6] hcspdl
[6] classroomcommunity

Top Hashtags in Tweet in G8:
[184] distancelearning
[31] seesawambassador
[30] seesawactivities
[23] bpslearns
[19] remotelearning
[19] sap
[15] onlinelearning
[14] edtech
[14] teachers
[14] homeschooling

Top Hashtags in Tweet in G9:
[104] distancelearning
[84] physics
[73] elonmusk
[42] art
[41] engineering
[38] spacex
[37] notes
[30] nasa
[29] tutor
[28] jurij0001

Top Hashtags in Tweet in G10:
[101] distancelearning
[19] adhd
[15] pbl
[14] onlinelearning
[14] learningloss
[13] innovatingplay
[13] elementary
[13] teacherappreciation
[12] mediamaking
[12] aspergers

Top Words
Top Words in Tweet in Entire Graph:
[8805] #distancelearning
[2740] learning
[2152] #education
[1858] students
[1671] #onlinelearning
[1538] #edtech
[1453] learn
[1342] online
[1174] #elearning
[1114] distance

Top Words in Tweet in G1:
[3337] #distancelearning
[1157] learning
[770] #education
[744] students
[658] #onlinelearning
[649] online
[558] learn
[509] distance
[458] #edtech
[455] #elearning

Top Words in Tweet in G2:
[1622] #distancelearning
[972] #education
[878] #edtech
[599] #onlinelearning
[454] learning
[420] #elearning
[399] #edchat
[389] #learning
[304] #remotelearning
[290] #k12

Top Words in Tweet in G3:
[332] #distancelearning
[290] provide
[288] win
[287] learn
[285] hours
[284] app
[282] robots
[281] dash
[281] wonderworkshop
[280] enter

Top Words in Tweet in G4:
[408] #distancelearning
[327] aftteach
[322] aftunion
[268] #edchat
[255] sharemylesson
[167] free
[157] #covid19
[147] #educhat
[141] lesson
[127] students

Top Words in Tweet in G5:
[214] #distancelearning
[76] learning
[55] students
[52] more
[52] online
[37] distance
[36] learn
[31] #education
[28] #onlinelearning
[21] school

Top Words in Tweet in G6:
[105] #distancelearning
[53] students
[28] schools
[26] school
[25] back
[25] pvusdvirtual
[22] year
[21] cigdem7610
[21] online
[21] jfenster

Top Words in Tweet in G7:
[87] #distancelearning
[47] nearpod
[34] students
[25] learning
[24] lessons
[22] summer
[21] using
[18] learn
[17] thanks
[16] flipgrid

Top Words in Tweet in G8:
[184] #distancelearning
[65] learning
[64] seesaw
[61] youtube
[40] students
[36] person
[34] kinders
[33] distance
[31] letter
[31] #seesawambassador

Top Words in Tweet in G9:
[109] friends
[104] #distancelearning
[103] notes
[96] link
[91] jurijkovalenok1
[84] #physics
[73] #elonmusk
[58] sincerely
[57] yuri
[54] bio

Top Words in Tweet in G10:
[101] #distancelearning
[36] students
[23] pblworks
[23] kqededspace
[22] summer
[22] ss
[21] project
[20] pbl
[19] #adhd
[18] learning

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[782] distance,learning
[431] enter,win
[425] learn,code
[419] wonderworkshop,app
[419] app,learn
[418] win,dash
[418] dash,dot
[418] dot,robots
[418] robots,accessories
[418] accessories,wonderworkshop

Top Word Pairs in Tweet in G1:
[352] distance,learning
[138] learn,code
[136] enter,win
[133] wonderworkshop,app
[133] app,learn
[133] code,challenges
[132] #education,#onlinelearning
[132] win,dash
[132] dash,dot
[132] dot,robots

Top Word Pairs in Tweet in G2:
[168] #onlinelearning,#education
[147] #learning,#distancelearning
[144] #edtech,#distancelearning
[137] #education,#elearning
[128] #distancelearning,#onlineclasses
[123] #internetaddiction,#social_media
[120] #elearning,#learning
[116] #education,#onlinelearning
[111] #onlineclasses,#covid
[109] #covid,#virtuallearning

Top Word Pairs in Tweet in G3:
[280] enter,win
[279] win,dash
[279] dash,dot
[279] dot,robots
[279] robots,accessories
[279] accessories,wonderworkshop
[279] wonderworkshop,app
[279] app,learn
[279] learn,code
[278] code,challenges

Top Word Pairs in Tweet in G4:
[214] aftunion,aftteach
[195] #distancelearning,aftunion
[145] #edchat,#educhat
[127] #covid19,#distancelearning
[110] #educhat,#covid19
[87] lesson,plan
[70] #edchat,#distancelearning
[67] #fdk,#distancelearning
[61] virtual,conference
[58] aftunion,#teach21

Top Word Pairs in Tweet in G5:
[30] distance,learning
[21] learn,more
[15] more,information
[15] click,link
[9] #onlinelearning,#distancelearning
[8] read,aloud
[8] offered,online
[8] online,undergraduate
[8] undergraduate,students
[8] students,click

Top Word Pairs in Tweet in G6:
[19] charter,schools
[17] finally,actual
[17] actual,numbers
[17] numbers,#distancelearning
[17] #distancelearning,back
[17] back,full
[17] full,time
[17] time,hybrid
[17] hybrid,ca's
[17] ca's,13k

Top Word Pairs in Tweet in G7:
[11] 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 G8:
[31] kinders,santiago_steam
[31] person,#distancelearning
[30] abc,countdown
[28] letter,person
[27] countdown,seesaw
[27] seesaw,letter
[25] distance,learning
[24] #distancelearning,#seesawambassador
[24] #seesawambassador,#seesawactivities
[23] #bpslearns,bpstis

Top Word Pairs in Tweet in G9:
[52] sincerely,yuri
[41] link,bio
[37] yuri,kovalenok
[35] kovalenok,#physics
[34] purchased,link
[32] #physics,#engineering
[30] bio,sincerely
[30] jurijkovalenok1,friends
[29] #nasa,#spacex
[27] notes,purchased

Top Word Pairs in Tweet in G10:
[14] during,#distancelearning
[14] instead,focusing
[14] focusing,#learningloss
[14] #learningloss,skills
[14] skills,students
[14] students,gained
[14] gained,year
[14] year,pandemic
[14] pandemic,reflect
[13] come,join

Top Replied-To
Top Replied-To in Entire Graph:
@centralbeds
@moyrons
@ccs4care
@amani_mart
@florianklenk
@seesaw
@craignewmark
@alaneadamsbooks
@levi_allison42
@melissadarrow

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

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

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

Top Replied-To in G4:
@edenbrookhill

Top Replied-To in G5:
@shadescreative
@usatcorp

Top Replied-To in G6:
@principalponzio
@mayyoulee
@edsource

Top Replied-To in G7:
@avocadogators
@jemarbleteacher

Top Replied-To in G8:
@seesaw
@keyandpeele

Top Replied-To in G9:
@elonmusk

Top Replied-To in G10:
@whro
@peelpolice
@lwmrsparker

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

Top Mentioned in G1:
@rdene915
@wonderworkshop
@sharemylesson
@educatoralex
@aquilaeducation
@kat_goyette
@jurijkovalenok1
@mrs_orchard
@bluelightkids
@robotlabinc

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

Top Mentioned in G3:
@wonderworkshop
@donorschoose
@juliedupuisgme
@reneewellssteam
@itsmrsespinoza
@moyrons
@maestraferna1
@edubooklover
@amazon
@ipevo

Top Mentioned in G4:
@aftteach
@aftunion
@sharemylesson
@mrs_orchard
@leeandlow
@newshourextra
@60secondcivics
@deann4justice
@firstbook
@supriyakelkar_

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

Top Mentioned in G6:
@cigdem7610
@jfenster
@bahcesehir_van
@ismailk08300410
@pvusdvirtual
@googleforedu
@ncla_atl
@edsource
@pajarovalleyusd
@kystokes

Top Mentioned in G7:
@nearpod
@flipgrid
@d220mshamilton
@sunnyhill220
@cajonvalleyusd
@fossscience
@mysterysci
@flocabulary
@classroomscreen
@mybea220

Top Mentioned in G8:
@seesaw
@youtube
@santiago_steam
@bpstis
@edsby
@commonsenseed
@bestonlinecarer
@zoom
@infinitepath
@tammycayuela

Top Mentioned in G9:
@jurijkovalenok1
@piousgeek
@elonmusk
@elearnindustry
@ieeducation_job
@apsphysics
@msduygu2
@organicnut68
@aicte_india
@nike

Top Mentioned in G10:
@pblworks
@kqededspace
@almayhan
@jlabar2me
@heyh
@teacher2teacher
@mrs_orchard
@workman_chang
@drzacrobbins
@mrs_shaw33

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@atthelp
@cybersec_feeds
@chidambara09
@femtech_
@xaelbot
@mithu796311
@aaolion
@evankirstel
@codedailybot

Top Tweeters in G1:
@bizitalk
@lynch39083
@femalebloggerrt
@nancyrubin
@washingtonpost
@livesmart
@alcinx
@abantenews
@humanre41270855
@wwe

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

Top Tweeters in G3:
@birdwriter7
@sweetmatcha
@odedonrealitytv
@nicoleschoice1
@ksceviour
@kimberlilarae
@nplace1
@kumar_ranjeet
@isandrachesney
@landonsmum

Top Tweeters in G4:
@coopmike48
@viralvideovlogs
@jfsebastian146
@lseefeldt3
@leftboomer
@stump_bot
@nwsharingzone
@rweingarten
@squeakilyjr
@aftunion

Top Tweeters in G5:
@csa_dvillamizar
@nycnavid
@cboomervazquez
@khmertimes
@feierabendblogr
@ktownstriders
@leearaoz
@expdomesticity
@thebossofstress
@yachiabunai

Top Tweeters in G6:
@rcrockett
@tigerbeat
@weirmb
@sdreyse
@phxflyer
@cmarinucci
@openhousetwts
@scsentinel
@ryanthewriter
@auriegood

Top Tweeters in G7:
@slackhq
@circlereader
@flipgrid
@canva
@buncee
@cajonvalleyusd
@tarafarah7
@lieberrian
@nearpod
@getkahoot

Top Tweeters in G8:
@researchmrx
@powercutmusic
@ksev4
@office365
@annielynn215
@seesaw
@hwingo
@microsoftindia
@youtube
@zoom

Top Tweeters in G9:
@bexxmodd
@indianexpress
@reartistron
@freshprincegiwa
@alfaruqstories
@chihuu
@l_teefah
@maziolayinkadan
@daniel_bilar
@gus_arifin

Top Tweeters in G10:
@artallks
@blumes15
@caronaupdates
@teacher2teacher
@jesslahey
@edtechspec
@s_locarno
@peelpolice
@jonharper70bd
@am_christensen


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