distancelearning, Twitter, 10/9/2021 5:50:29 AM, 264130


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distancelearning_2021-10-08_21-36-00.xlsx
distancelearning_2021-10-08_21-36-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 09, 2021
Short Description:
distancelearning via NodeXL https://bit.ly/3uW2Z0n
@distancelrnbot
@googleforedu
@sharemylesson
@cultofpedagogy
@bot_twlehrerz
@jurczyk
@wonderworkshop
@educatoralex
@romantikkiez
@aftteach

Top hashtags:
#distancelearning
#education
#onlinelearning
#elearning
#edtech

Description:
Description
The graph represents a network of 5,397 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, 09 October 2021 at 05:06 UTC.

The requested start date was Saturday, 09 October 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 68-day, 23-hour, 25-minute period from Sunday, 01 August 2021 at 00:00 UTC to Friday, 08 October 2021 at 23:25 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 : 5397
Unique Edges : 3457
Edges With Duplicates : 24761
Total Edges : 28218
Number of Edge Types : 5
Mentions : 3028
MentionsInRetweet : 11227
Retweet : 9310
Tweet : 4477
Replies to : 176
Self-Loops : 4634
Reciprocated Vertex Pair Ratio : 0.0259776150338538
Reciprocated Edge Ratio : 0.0506397306397306
Connected Components : 303
Single-Vertex Connected Components : 156
Maximum Vertices in a Connected Component : 4755
Maximum Edges in a Connected Component : 27256
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.292228
Graph Density : 0.000254960028448388
Modularity : 0.23723
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 5,397 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, 09 October 2021 at 05:06 UTC.

The requested start date was Saturday, 09 October 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 68-day, 23-hour, 25-minute period from Sunday, 01 August 2021 at 00:00 UTC to Friday, 08 October 2021 at 23:25 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:
[251] 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
[197] https://podcasts.apple.com/us/podcast/thriveinedu-by-rachelle-dene-poth/id1534150166
[155] https://www.eteachers.co/about-special-online-school/
[101] http://paper.li/e-1546484200
[69] https://t.me/jurij0001_physics_art
[53] https://www.linkedin.com/slink?code=dyF5VMe
[53] https://www.linkedin.com/slink?code=dvCswsg
[32] https://www.teacherspayteachers.com/Product/Algorithms-set-of-instructions-solutions-solve-problems-distance-learning-5013249
[30] https://fieldglassonlinetraining.com/
[30] http://www.bcot.ac.uk/employers/distance-learning/

Top URLs in Tweet in G1:
[67] 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
[66] https://www.eteachers.co/about-special-online-school/
[64] https://podcasts.apple.com/us/podcast/thriveinedu-by-rachelle-dene-poth/id1534150166
[53] https://www.linkedin.com/slink?code=dyF5VMe
[53] https://www.linkedin.com/slink?code=dvCswsg
[40] http://paper.li/e-1546484200
[32] https://www.teacherspayteachers.com/Product/Algorithms-set-of-instructions-solutions-solve-problems-distance-learning-5013249
[27] https://www.infobase.com/blog/featured/8-key-advantages-of-online-learning/
[26] https://www.thebibleseminary.edu/
[23] https://kesmonds-edu.ac/

Top URLs in Tweet in G2:
[102] 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
[85] https://podcasts.apple.com/us/podcast/thriveinedu-by-rachelle-dene-poth/id1534150166
[24] https://outschool.com/teachers/Elle-O-Keeffe
[22] https://www.youtube.com/watch?v=ZH2xvztbD98&feature=youtu.be

[20] https://www.amazon.com/Complete-EdTech-Coach-Approach-Supporting/dp/1951600568
[19] https://us02web.zoom.us/meeting/register/tZMof-6gqzMvEtekBUlNlWAvmoGPKMRmpXyl
[10] https://blog.tcea.org/sel-practices-remote-classroom/
[10] https://www.hollyclark.org/2020/03/26/digital-citizenship-for-distancelearning/
[9] https://us02web.zoom.us/meeting/register/tZApdu2oqz0sH9BDweLdAeuCQhfeKtncqFmE
[9] https://blog.tcea.org/norms-for-remote-learning/

Top URLs in Tweet in G3:
[36] 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://sharemylesson.com/collections/back-school-activities-and-resources
[22] https://sharemylesson.com/teaching-resource/covid-19-vaccine-myth-busting
[22] https://podcasts.apple.com/us/podcast/thriveinedu-by-rachelle-dene-poth/id1534150166
[8] https://sharemylesson.com/blog/surviving-sepsis-free-resources-prevention
[8] https://sharemylesson.com/blog/give-share-my-lesson-feedback-win-t-shirt
[7] https://aft.org/innovate
[6] https://sharemylesson.com/collections/hispanic-heritage-month-activities-and-resources
[6] https://sharemylesson.com/collections/shark-science-and-healthy-oceans-lessons-and-resources
[6] https://sharemylesson.com/teaching-resource/stress-and-mindfulness-fact-sheet-326207

Top URLs in Tweet in G4:
[3] https://chromeenterprise.google/leaptakers/achievement-first/
[2] https://edu.google.com/products/vr-ar/expeditions/?modal_active=none
[2] https://drive.google.com/file/d/1_fTxs6YFv0CwN96iThXLJxLWNKrHNHE5/view?usp=sharing
[1] https://twitter.com/GoogleForEdu/status/1435652199321849860
[1] https://artsandculture.google.com/
[1] https://www.google.com/earth/education/explore-earth/
[1] https://earthengine.google.com/timelapse/
[1] https://www.blog.google/outreach-initiatives/education/certified-coach/
[1] https://twitter.com/i/web/status/1376648224744816640
[1] https://shakeuplearning.com/blog/google-meet-host-controls-how-to-block-access-chat-and-more/

Top URLs in Tweet in G5:
[6] https://wcg.ac.uk/distancelearning
[5] https://web.tusculum.edu/collegeofeducation/our-programs/undergraduate-teacher-licensure/teacher-licensure-special-education/?utm_sq=gotb3gu9aa
[5] https://sites.google.com/clywedog.org/distancelearning/open-evening
[3] https://www.ncclondon.ac.uk/distance-learning
[2] http://bobthedog3.blogspot.com/search/label/distance%20learning
[2] https://studyorigin.in/
[2] https://www.teacherspayteachers.com/Product/Colorful-Primary-Teacher-Planner-6974368
[2] https://www.craniumslearningcenter.com/
[1] http://www.tezu.ernet.in/tu_codl/
[1] https://www.blog.google/outreach-initiatives/education/distancelearning-covid19/

Top URLs in Tweet in G6:
[13] https://www.facebook.com/login/?next=https%3A%2F%2Fwww.facebook.com%2Fgroups%2FSupportforOnlineLearning
[11] 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
[5] https://www.weareteachers.com/math-card-games/
[5] https://childmind.org/article/what-to-do-and-not-do-when-children-are-anxious/
[5] https://podcasts.apple.com/us/podcast/thriveinedu-by-rachelle-dene-poth/id1534150166
[4] https://www.youtube.com/watch?v=9vD0BYBh5c4&feature=youtu.be

[4] https://artsandculture.google.com/project/get-smart-with-art
[3] https://www.dictionary.com/e/disney-physical-activity-challenge/
[3] https://hippocampus.org/
[3] https://www.kqed.org/mindshift/58053/42-ways-to-boost-learning-by-applying-our-bodies-surroundings-and-relationships

Top URLs in Tweet in G7:
[29] 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
[21] https://www.amazon.com/s?k=kidz+rock+university+homeschool&i=stripbooks&ref=nb_sb_noss_1
[19] https://podcasts.apple.com/us/podcast/thriveinedu-by-rachelle-dene-poth/id1534150166
[5] https://anetaed.com/
[5] https://www.lovegaelic.com/
[5] https://labrightlearning.com/#chemistry
[5] https://mytutorhub.com/
[4] https://www.lovegaelic.com/event-details/learn-gaelic-using-the-ulpan-method-taster
[4] https://sunshinesmasks.com/
[4] http://M.Com

Top URLs in Tweet in G8:
[17] https://www.connectbud.com:443/
[6] https://educatoral.wordpress.com/2021/08/01/sharing-diigo-links-and-resources-weekly-178/
[5] https://www.unic.ac.cy/greek-civilization-ma-1-5-years-or-3-semesters-distance-learning/
[5] https://www.unic.ac.cy/el/social-work-msc-3-semesters-distance-learning/
[4] https://educatoral.wordpress.com/2021/08/08/sharing-diigo-links-and-resources-weekly-179/
[3] https://www.unic.ac.cy/business-administration-mba-3-semesters-distance-learning-in-english/
[3] https://www.unic.ac.cy/hospitality-management-bba-4-years-distance-learning/
[3] https://www.unic.ac.cy/law-llm-1-5-years-or-3-semesters-distance-learning-in-english/
[3] https://www.unic.ac.cy/english-language-and-literature-ba-4-years-distance-learning/
[3] https://www.donorschoose.org/project/personalized-reading-for-diverse-learner/5641839/?utm_source=dc&utm_medium=twitter&utm_campaign=project&utm_term=teacher_3847349&rf=twitter-dc-2021-08-project-teacher_3847349&challengeid=21528855&%24web_only=true&_branch_match_id=link-956825835348478424

Top URLs in Tweet in G9:
[85] https://www.eteachers.co/about-special-online-school/
[61] http://paper.li/e-1546484200
[23] https://fieldglassonlinetraining.com/
[13] https://www.westminsteropencollege.co.uk/courses/A-Levels-c72293335
[7] https://www.westminsteropencollege.co.uk/benefits-of-university-A-Level-Bundle
[7] https://www.westminsteropencollege.co.uk/fast-pace-your-a-levels
[5] https://www.westminsteropencollege.co.uk/courses/GCSEs-c72293349
[4] http://7088586.hs-sites.com/introducing-json?ecid=ACsprvvKo1qGrEvCIurYIJoorTo1NgydSX1cO5JXyCX8C_Bv52lQSTeH0khXdmWVMLrbCcM7_N0c&utm_medium=email&_hsmi=152853961&_hsenc=p2ANqtz-_pDYn1APkrMkHuh53tGEo9nBxpiIy0M9AJqCiWD-LyorxtzGxxpKit1HHtXecuHLYnls7VreOW5AUeoIYAP8Y-fV6O4w&utm_content=152393243&utm_source=hs_email
[4] https://www.westminsteropencollege.co.uk/choosing-your-a-levels
[3] https://www.shopchristianliberty.com/american-pioneers-and-patriots-2nd-edition/

Top URLs in Tweet in G10:
[4] https://www.youtube.com/watch?v=Tvt7unHPMHs&feature=youtu.be

[3] https://www.youtube.com/watch?v=Wptia2fzmWg&feature=youtu.be

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

[3] https://www.youtube.com/watch?v=cspjYcbM6r8&feature=youtu.be

[3] https://www.youtube.com/watch?v=0DCEbHq2GCs&feature=youtu.be

[3] https://www.youtube.com/watch?v=fFKUvOwy3Ng&feature=youtu.be

[1] https://emdas-to.it/en/
[1] https://twitter.com/i/web/status/1437672901260546050
[1] https://twitter.com/i/web/status/1437853603272798209
[1] https://twitter.com/i/web/status/1433851737375485962

Top Domains
Top Domains in Tweet in Entire Graph:
[1105] twitter.com
[303] sharemylesson.com
[302] youtube.com
[300] amazon.com
[209] apple.com
[182] co.uk
[181] woobox.com
[172] eteachers.co
[156] linkedin.com
[114] ac.uk

Top Domains in Tweet in G1:
[402] twitter.com
[171] woobox.com
[135] youtube.com
[131] linkedin.com
[79] eteachers.co
[71] apple.com
[68] amazon.com
[55] teacherspayteachers.com
[52] co.uk
[46] whatsapp.com

Top Domains in Tweet in G2:
[122] amazon.com
[85] twitter.com
[85] apple.com
[53] outschool.com
[42] youtube.com
[40] zoom.us
[33] tcea.org
[20] youtu.be
[13] theartyteacher.com
[10] hollyclark.org

Top Domains in Tweet in G3:
[294] sharemylesson.com
[44] twitter.com
[36] amazon.com
[22] apple.com
[19] aft.org
[19] esolcourses.com
[6] youtube.com
[4] absolute.com
[4] cms-ca.org
[3] attendify.co

Top Domains in Tweet in G4:
[7] google.com
[4] twitter.com
[3] chromeenterprise.google
[3] tweetedtimes.com
[2] shakeuplearning.com
[1] blog.google

Top Domains in Tweet in G5:
[55] twitter.com
[10] ac.uk
[8] google.com
[5] tusculum.edu
[3] youtube.com
[3] 3rteachertraining.com
[2] tumblr.com
[2] com.ua
[2] blogspot.com
[2] studyorigin.in

Top Domains in Tweet in G6:
[52] twitter.com
[34] youtube.com
[26] facebook.com
[11] amazon.com
[6] google.com
[5] weareteachers.com
[5] childmind.org
[5] utexas.edu
[5] apple.com
[4] hippocampus.org

Top Domains in Tweet in G7:
[50] amazon.com
[41] twitter.com
[22] apple.com
[21] lovegaelic.com
[13] van-griner.com
[12] blogspot.com
[11] youtube.com
[11] labrightlearning.com
[10] teacherspayteachers.com
[7] sunshinesmasks.com

Top Domains in Tweet in G8:
[36] ac.cy
[34] donorschoose.org
[23] theaconitedigital.com
[17] twitter.com
[17] connectbud.com
[10] co.uk
[10] wordpress.com
[9] cospaces.io
[6] google.com
[5] nobleprog.ae

Top Domains in Tweet in G9:
[86] eteachers.co
[61] paper.li
[53] twitter.com
[39] co.uk
[23] fieldglassonlinetraining.com
[20] gosignmeup.com
[18] learningstream.com
[12] zendesk.com
[11] donorschoose.org
[9] shopchristianliberty.com

Top Domains in Tweet in G10:
[19] youtube.com
[13] twitter.com
[1] emdas-to.it
[1] history-voices.de

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[7499] distancelearning
[1853] education
[1524] onlinelearning
[972] elearning
[825] edtech
[779] learning
[632] school
[571] covid19
[540] remotelearning
[526] backtoschool



Top Hashtags in Tweet in G1:
[2919] distancelearning
[816] education
[624] onlinelearning
[446] elearning
[402] learning
[348] school
[248] edtech
[246] backtoschool
[232] online
[225] covid19

Top Hashtags in Tweet in G2:
[542] distancelearning
[298] education
[273] edtech
[156] k12
[132] pbl
[130] sel
[111] iste
[109] learning
[108] teaching
[105] remotelearning

Top Hashtags in Tweet in G3:
[406] distancelearning
[283] edchat
[223] covid19
[195] educhat
[191] k12
[168] backtoschool
[140] sel
[128] teachers
[48] hispanicheritagemonth
[45] constitution

Top Hashtags in Tweet in G4:
[255] distancelearning
[5] googleeduchat
[4] edtechchat
[3] edtech
[3] googleedu
[3] backtoschool
[3] teaching
[2] googleexpeditions
[2] googlemeet
[2] edchat

Top Hashtags in Tweet in G5:
[123] distancelearning
[41] education
[30] onlinelearning
[21] learning
[20] elearning
[19] school
[17] edtech
[16] backtoschool
[15] onlinecourses
[15] virtuallearning

Top Hashtags in Tweet in G6:
[179] distancelearning
[125] onlinelearning
[71] education
[55] remotelearning
[42] homeschooling
[42] edtech
[39] parenting
[31] covid19
[16] teaching
[15] elearning

Top Hashtags in Tweet in G7:
[301] distancelearning
[193] education
[90] lovegaelic
[84] lovegàidhlig
[83] onlinelearning
[81] gàidhlig
[80] learngaelic
[65] elearning
[58] homeschool
[51] school

Top Hashtags in Tweet in G8:
[206] distancelearning
[45] opensource
[41] fall2021
[36] unic
[31] edtech
[29] digital
[28] digitaltransformation
[28] essay
[27] coding
[27] math

Top Hashtags in Tweet in G9:
[307] distancelearning
[205] elearning
[205] onlinelearning
[123] virtuallearning
[114] education
[109] onlineclasses
[92] learning
[90] online
[89] covid
[86] onlinecourses

Top Hashtags in Tweet in G10:
[42] distancelearning
[22] mathe4future
[22] flippedclassroom
[22] mathe
[22] flippedmathe
[22] mathelehrer
[22] study
[22] realschulebayern
[15] twlz
[11] homeschooling

Top Words
Top Words in Tweet in Entire Graph:
[7492] #distancelearning
[2400] learning
[1854] #education
[1603] online
[1523] #onlinelearning
[1445] students
[1367] learn
[1272] school
[1128] distance
[1124] more

Top Words in Tweet in G1:
[2914] #distancelearning
[1219] learning
[874] learn
[817] #education
[760] online
[623] #onlinelearning
[557] students
[536] distance
[525] school
[511] provide

Top Words in Tweet in G2:
[542] #distancelearning
[298] #education
[273] #edtech
[156] #k12
[135] learning
[132] #pbl
[130] #sel
[124] teaching
[120] check
[117] course

Top Words in Tweet in G3:
[406] #distancelearning
[361] sharemylesson
[347] aftteach
[332] aftunion
[283] #edchat
[283] lesson
[223] #covid19
[218] resources
[212] free
[196] plan

Top Words in Tweet in G4:
[255] #distancelearning
[248] googleforedu
[230] educators
[227] year
[225] learned
[225] anything
[225] power
[225] adaptability
[225] reimagining
[219] tradi

Top Words in Tweet in G5:
[122] #distancelearning
[54] learning
[49] more
[41] #education
[37] online
[30] #onlinelearning
[29] learn
[25] courses
[23] distance
[22] students

Top Words in Tweet in G6:
[179] #distancelearning
[161] parents4support
[125] #onlinelearning
[117] learning
[91] students
[82] parent
[71] #education
[64] school
[62] online
[61] exchange

Top Words in Tweet in G7:
[301] #distancelearning
[193] #education
[90] #lovegaelic
[84] #lovegàidhlig
[83] #onlinelearning
[81] #gàidhlig
[80] #learngaelic
[72] lovegaelic
[65] #elearning
[58] #homeschool

Top Words in Tweet in G8:
[206] #distancelearning
[98] ज
[83] ड
[83] टल
[75] म
[63] क
[51] online
[50] ह
[50] due
[48] द

Top Words in Tweet in G9:
[307] #distancelearning
[205] #elearning
[205] #onlinelearning
[123] #virtuallearning
[116] vocabulary
[114] #education
[109] #onlineclasses
[96] check
[92] #learning
[90] #online

Top Words in Tweet in G10:
[42] #distancelearning
[27] pankowerpflanze
[27] bea_pankow
[27] soerenbenn
[27] regina_kittler
[27] lasicmaja
[27] dirkstettner
[27] linkebvvp
[26] christinagavric
[24] die

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[857] distance,learning
[480] dash,dot
[479] dot,robots
[479] robots,accessories
[479] accessories,wonderworkshop
[477] wonderworkshop,app
[477] app,learn
[475] win,dash
[475] learn,code
[475] code,challenges

Top Word Pairs in Tweet in G1:
[469] dash,dot
[468] dot,robots
[468] robots,accessories
[468] accessories,wonderworkshop
[466] wonderworkshop,app
[466] app,learn
[464] win,dash
[464] learn,code
[464] code,challenges
[463] challenges,provide

Top Word Pairs in Tweet in G2:
[127] #edtech,#distancelearning
[102] chart,course
[102] course,teaching
[102] teaching,essential
[102] essential,skills
[102] skills,tomorrow's
[102] tomorrow's,world
[100] world,#educators
[90] #educators,#librarians
[86] check,latest

Top Word Pairs in Tweet in G3:
[237] aftunion,aftteach
[195] #edchat,#educhat
[190] #educhat,#distancelearning
[180] lesson,plan
[101] #teachers,#covid19
[97] #k12,#sel
[96] #sel,aftunion
[94] #covid19,#k12
[94] curated,collection
[93] #distancelearning,#backtoschool

Top Word Pairs in Tweet in G4:
[225] learned,anything
[225] anything,#distancelearning
[225] #distancelearning,power
[225] power,adaptability
[225] adaptability,year
[225] year,educators
[225] educators,reimagining
[220] googleforedu,learned
[219] reimagining,tradi
[12] once,back

Top Word Pairs in Tweet in G5:
[18] distance,learning
[16] learn,more
[11] more,visit
[10] #education,#onlinelearning
[8] #backtoschool,#school
[8] #kids,#education
[8] #distancelearning,#homeschool
[8] #elearning,#education
[8] #onlinelearning,#learning
[7] #school,#kids

Top Word Pairs in Tweet in G6:
[61] #onlinelearning,#distancelearning
[61] parent,exchange
[33] remote,learning
[24] parents4support,parent
[23] online,learning
[21] #distancelearning,#remotelearning
[21] #onlinelearning,#remotelearning
[21] learn,more
[19] equity,inclusion
[18] school,year

Top Word Pairs in Tweet in G7:
[83] #lovegaelic,#lovegàidhlig
[80] #lovegàidhlig,#learngaelic
[76] #learngaelic,#gàidhlig
[74] #gàidhlig,#distancelearning
[33] dèan,seantans
[33] seantans,leis
[33] leis,a'
[33] a',ghnìomhair
[33] ghnìomhair,seo
[33] seo,#lovegaelic

Top Word Pairs in Tweet in G8:
[83] ड,ज
[83] ज,टल
[48] ह,द
[42] श,क
[42] क,ष
[41] टल,श
[39] द,म
[38] study,online
[35] #distancelearning,#unic
[35] भ,रत

Top Word Pairs in Tweet in G9:
[84] enroll,#onlinelearning
[84] #onlinelearning,#education
[83] #education,#elearning
[82] #elearning,#learning
[80] #learning,#distancelearning
[80] #distancelearning,#onlineclasses
[79] #onlineclasses,#covid
[78] #covid,#virtuallearning
[78] #virtuallearning,#online
[76] #online,#onlinecourses

Top Word Pairs in Tweet in G10:
[27] pankowerpflanze,bea_pankow
[27] bea_pankow,soerenbenn
[27] soerenbenn,regina_kittler
[27] regina_kittler,lasicmaja
[27] lasicmaja,dirkstettner
[27] dirkstettner,linkebvvp
[24] christinagavric,pankowerpflanze
[22] #mathe4future,#flippedclassroom
[22] #flippedclassroom,#mathe
[22] #mathe,#flippedmathe

Top Replied-To
Top Replied-To in Entire Graph:
@christinagavric
@teacher2teacher
@cnn
@genesblog
@amerix
@govmikedewine
@florianklenk
@snhs
@romantikkiez
@thehill

Top Replied-To in G1:
@govmurphy
@councilofdc
@ocregister
@kenjeong
@fcpsnews

Top Replied-To in G2:
@buncee
@historysandoval
@kyotointlschool

Top Replied-To in G3:
@cnn
@thehill
@govmikedewine
@pontifex
@newsweek
@cpdagosta
@gish
@hickersonjulie
@boatfaceboatymc
@ohdeptofhealth

Top Replied-To in G4:
@googleforedu

Top Replied-To in G6:
@njchoice
@utexascoe
@ut_uths
@mattrhoads1990

Top Replied-To in G7:
@ou_wels
@barrysheerman

Top Replied-To in G8:
@kidsinneed
@robertkaplinsky
@unesco
@madelynross

Top Replied-To in G10:
@christinagavric
@romantikkiez
@schreibberatung
@mertinsk
@no_muell
@goldmar81983101
@schendelandreas
@edda314
@schule_anders
@mirdochegahl

Top Mentioned
Top Mentioned in Entire Graph:
@sharemylesson
@wonderworkshop
@aftteach
@aftunion
@rdene915
@googleforedu
@parents4support
@brisklearningin
@jurijkovalenok1
@educatoralex

Top Mentioned in G1:
@wonderworkshop
@sharemylesson
@rdene915
@brisklearningin
@studyfromhomenz
@nec_education
@ronronkmfa
@bitmeduversity
@eteachersinter1
@aquilaeducation

Top Mentioned in G2:
@educatoralex
@cultofpedagogy
@iste
@rdene915
@tcea
@diben
@lgracey
@stottern
@outschool
@kat_goyette

Top Mentioned in G3:
@sharemylesson
@aftteach
@aftunion
@rdene915
@newshourextra
@usnatarchives
@docsteach
@msamberchandler
@sept11memorial
@seccardona

Top Mentioned in G4:
@googleforedu
@educatoralex
@cultofpedagogy
@imperous
@googlearts
@googleearth
@g
@biopolimer
@msvandevanter
@terrienoland

Top Mentioned in G5:
@3rteachertrain
@tusculum_univ
@carrberrycreate
@drescotet
@pvusdvirtual
@ern_lis
@assignmenthelp1
@karen0968
@melb93b98

Top Mentioned in G6:
@parents4support
@tillieelvrum
@youtube
@gogood4u
@rdene915
@kat_goyette
@fun_oflearning
@smithedtech
@therealtimvegas
@inclusionmd

Top Mentioned in G7:
@lovegaelic
@rdene915
@openuniversity
@britonlinesch
@ou_wels
@johnmdarcy
@country_reports
@educatoralex
@asus
@wetinstitute

Top Mentioned in G8:
@aconitedigital
@donorschoose
@connectbud
@cospaces_edu
@theresawills
@dlsocialm
@writercharity24
@academicdons
@rvsed
@quality004

Top Mentioned in G9:
@ekavach
@cybersafetyuae
@fieldglasst
@jurczyk
@angliaruskindl
@learning5tream
@westminsteropen
@classhomeschool
@eteachersinter1
@ariyaltd

Top Mentioned in G10:
@pankowerpflanze
@bea_pankow
@soerenbenn
@regina_kittler
@lasicmaja
@dirkstettner
@linkebvvp
@romantikkiez
@mertinsk
@mathe4f

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@cybersec_feeds
@chidambara09
@xaelbot
@jamesroy
@femtech_
@codedailybot
@yarosisnancy
@evankirstel
@coopmike48

Top Tweeters in G1:
@yarosisnancy
@rapplerdotcom
@slimchick1900
@bbcr1musicbot
@kaflickinger74
@momsfocus
@bostonglobe
@jrehnj
@livemint
@minecraft_ssyt

Top Tweeters in G2:
@abscbnnews
@alicekeeler
@jonesls
@stressfreekids
@vrretweeter
@blkhwk0ps
@iamdrwill
@nplace1
@mssackstein
@scalarhumanity

Top Tweeters in G3:
@coopmike48
@thehill
@viralvideovlogs
@sustaintrends
@toniragusa
@foxnews
@jfjabbo
@cnn
@lseefeldt3
@imagine_garden

Top Tweeters in G4:
@eddygarciavega
@shakeuplearning
@geofex
@cristama
@shaza_hs
@jennifernking
@richardklee1
@shivendave
@khnisawhyn
@teresaflutemath

Top Tweeters in G5:
@surfspup
@drescotet
@stina2312
@hollandcooke
@ohiolinkstatus
@ete_uwu
@ex101jc
@fadmean
@thisisnigel
@guidecalculator

Top Tweeters in G6:
@chidambara09
@birdwriter7
@getiftech
@yanetro50139443
@shaikhumairbub1
@juliemilneresq
@donaldhussle
@markj_ohnson
@skh245
@citizenstewart

Top Tweeters in G7:
@jamesroy
@fiona_fionnagal
@products_hot
@wthrcom
@education_24x7
@the404code
@ennomnom
@in_stemm
@kabigon89
@vcam1963

Top Tweeters in G8:
@cybersec_feeds
@xaelbot
@codedailybot
@discovertech3
@morolswediu
@jfsebastian146
@devvibesbot
@coderretweet
@womencodersbot
@100daysof2020

Top Tweeters in G9:
@sectest9
@cybersecurityn8
@melonifulvio
@advocatefored
@fabriciosx
@mortgageconsult
@daily_record
@guardiannigeria
@pyscalellc
@saysdana

Top Tweeters in G10:
@jaquearnoux
@bot_twlehrerz
@bzberlin
@immer_bereit
@mertinsk
@piratenpartei
@afelia
@1worldvs1virus
@kleinmogli
@blumenfueralle


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