distancelearning, Twitter, 10/28/2021 2:32:18 PM, 264975


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distancelearning_2021-10-28_01-42-49.xlsx
distancelearning_2021-10-28_01-42-49.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 28, 2021
Short Description:
distancelearning via NodeXL https://bit.ly/3EqrbM1
@distancelrnbot
@googleforedu
@sharemylesson
@jurczyk
@cultofpedagogy
@bot_twlehrerz
@educatoralex
@wonderworkshop
@aftteach
@romantikkiez

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

Description:
Description
The graph represents a network of 5,965 Twitter users whose tweets in the requested range contained "distancelearning", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 28 October 2021 at 09:09 UTC.

The requested start date was Thursday, 28 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 84-day, 19-hour, 47-minute period from Tuesday, 03 August 2021 at 20:15 UTC to Wednesday, 27 October 2021 at 16:02 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 : 5965
Unique Edges : 3811
Edges With Duplicates : 28922
Total Edges : 32733
Number of Edge Types : 5
MentionsInRetweet : 13015
Mentions : 3431
Retweet : 10839
Replies to : 190
Tweet : 5258
Self-Loops : 5446
Reciprocated Vertex Pair Ratio : 0.0278819704926232
Reciprocated Edge Ratio : 0.0542513076268094
Connected Components : 332
Single-Vertex Connected Components : 165
Maximum Vertices in a Connected Component : 5211
Maximum Edges in a Connected Component : 31528
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 3.288081
Graph Density : 0.000231087559163306
Modularity : 0.226534
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 5,965 Twitter users whose tweets in the requested range contained "distancelearning", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 28 October 2021 at 09:09 UTC.

The requested start date was Thursday, 28 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 84-day, 19-hour, 47-minute period from Tuesday, 03 August 2021 at 20:15 UTC to Wednesday, 27 October 2021 at 16:02 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:
[238] 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
[188] https://podcasts.apple.com/us/podcast/thriveinedu-by-rachelle-dene-poth/id1534150166
[147] https://www.eteachers.co/about-special-online-school/
[127] http://paper.li/e-1546484200
[72] https://t.me/jurij0001_physics_art
[57] https://www.linkedin.com/slink?code=dyF5VMe
[57] https://www.linkedin.com/slink?code=dvCswsg
[53] https://outschool.com/teachers/Elle-O-Keeffe
[46] https://www.safaritechhi.com
[40] https://www.teacherspayteachers.com/Product/Algorithms-set-of-instructions-solutions-solve-problems-distance-learning-5013249

Top URLs in Tweet in G1:
[64] 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
[63] https://www.eteachers.co/about-special-online-school/
[61] https://podcasts.apple.com/us/podcast/thriveinedu-by-rachelle-dene-poth/id1534150166
[57] https://www.linkedin.com/slink?code=dyF5VMe
[57] https://www.linkedin.com/slink?code=dvCswsg
[52] http://paper.li/e-1546484200
[40] 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/
[24] https://dongliparis.com

Top URLs in Tweet in G2:
[40] http://www.bcot.ac.uk/employers/distance-learning/
[33] 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
[22] https://sharemylesson.com/teaching-resource/covid-19-vaccine-myth-busting
[21] https://podcasts.apple.com/us/podcast/thriveinedu-by-rachelle-dene-poth/id1534150166
[11] https://sharemylesson.com/back-to-school-activities#new-teachers-classroom-management-and-family-engagement
[11] https://www.aft.org/about/innovation-fund
[8] https://sharemylesson.com/blog/surviving-sepsis-education
[7] https://sharemylesson.com/collections/hispanic-heritage-month-activities
[7] https://sharemylesson.com/blog/give-share-my-lesson-feedback-win-t-shirt
[7] https://sharemylesson.com/teaching-resource/stress-and-mindfulness-fact-sheet-326207

Top URLs in Tweet in G3:
[99] 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
[81] https://podcasts.apple.com/us/podcast/thriveinedu-by-rachelle-dene-poth/id1534150166
[22] https://www.youtube.com/watch?v=ZH2xvztbD98&feature=youtu.be

[19] https://us02web.zoom.us/meeting/register/tZMof-6gqzMvEtekBUlNlWAvmoGPKMRmpXyl
[19] https://www.amazon.com/Complete-EdTech-Coach-Approach-Supporting/dp/1951600568
[12] https://youtu.be/FZCQEIaW60Q
[9] https://us02web.zoom.us/meeting/register/tZApdu2oqz0sH9BDweLdAeuCQhfeKtncqFmE
[9] https://www.hollyclark.org/2020/03/26/digital-citizenship-for-distancelearning/
[8] https://us02web.zoom.us/meeting/register/tZUscuqqrjgqG90UxK1tKS8ALJ74AEcKsPYg
[7] https://www.flocabulary.com/topics/week-in-rap/?utm_source=social&utm_medium=twitter&utm_campaign=week-in-rap

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://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://twitter.com/GoogleForEdu/status/1435652199321849860
[1] https://shakeuplearning.com/blog/google-meet-host-controls-how-to-block-access-chat-and-more/

Top URLs in Tweet in G5:
[17] https://www.facebook.com/login/?next=https%3A%2F%2Fwww.facebook.com%2Fgroups%2FSupportforOnlineLearning
[13] http://www.drbruceajohnson.com/blog/2021/03/discover-how-transform-online-teaching
[12] http://www.drbruceajohnson.com/resources/educator-bundle-2-take-distance-out-distance-learning-plus-bonus
[10] https://blog.tcea.org/sel-practices-remote-classroom/
[9] https://blog.tcea.org/norms-for-remote-learning/
[8] https://warriorplus.com/o2/a/r3ncq0/0
[8] 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
[6] https://elearninginfographics.com/power-visuals-online-learning/
[5] https://www.weareteachers.com/math-card-games/
[5] https://childmind.org/article/what-to-do-and-not-do-when-children-are-anxious/

Top URLs in Tweet in G6:
[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.eatrightpro.org/practice/professional-development/distance-learning
[2] https://www.craniumslearningcenter.com/
[1] https://www.blog.google/outreach-initiatives/education/distancelearning-covid19/

Top URLs in Tweet in G7:
[28] 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
[18] https://lakewood.edu/
[18] https://podcasts.apple.com/us/podcast/thriveinedu-by-rachelle-dene-poth/id1534150166
[10] https://www.matric.co.za
[9] https://www.facebook.com/pg/SkillsAcademySA/reviews/
[9] https://www.skillsacademy.co.za/testimonials/
[6] https://www.teacherspayteachers.com/Store/Kidz-Rock-University
[6] https://anetaed.com/
[5] https://www.lovegaelic.com/

Top URLs in Tweet in G8:
[81] https://www.eteachers.co/about-special-online-school/
[75] http://paper.li/e-1546484200
[27] https://fieldglassonlinetraining.com/
[13] https://www.westminsteropencollege.co.uk/courses/A-Levels-c72293335
[9] https://www.westminsteropencollege.co.uk/fast-pace-your-a-levels
[7] https://www.westminsteropencollege.co.uk/benefits-of-university-A-Level-Bundle
[6] https://www.westminsteropencollege.co.uk/choosing-your-a-levels
[6] 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
[3] https://docs.google.com/forms/d/e/1FAIpQLSeaLmyyB-zR5-QJn6QhBFTIFWR_mdJrsfRPOjiPvbE3AEkNzQ/viewform

Top URLs in Tweet in G9:
[17] https://www.connectbud.com:443/
[6] 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/
[5] https://www.unic.ac.cy/hospitality-management-bba-4-years-distance-learning/
[5] https://www.unic.ac.cy/english-language-and-literature-ba-4-years-distance-learning/
[5] https://vegaawards.com/winner-info.php?id=3647
[5] https://mylearnie.com/
[4] https://www.unic.ac.cy/el/law-llm-1-5-years-or-3-semesters-distance-learning-in-greek/
[4] https://www.unic.ac.cy/law-llm-1-5-years-or-3-semesters-distance-learning-in-english/
[3] https://www.unic.ac.cy/el/theology-ma-3-semesters-distance-learning/

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

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

[3] https://www.youtube.com/watch?v=NAj9VIrowrM&feature=youtu.be

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

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

Top Domains
Top Domains in Tweet in Entire Graph:
[1248] twitter.com
[373] sharemylesson.com
[322] youtube.com
[285] amazon.com
[229] co.uk
[204] woobox.com
[198] apple.com
[175] linkedin.com
[158] eteachers.co
[139] ac.uk

Top Domains in Tweet in G1:
[469] twitter.com
[193] woobox.com
[141] youtube.com
[135] linkedin.com
[71] eteachers.co
[68] teacherspayteachers.com
[66] apple.com
[65] amazon.com
[60] co.uk
[52] paper.li

Top Domains in Tweet in G2:
[361] sharemylesson.com
[55] ac.uk
[51] twitter.com
[41] co.uk
[33] amazon.com
[26] aft.org
[21] apple.com
[7] springer.com
[5] google.com
[4] absolute.com

Top Domains in Tweet in G3:
[118] amazon.com
[81] apple.com
[62] twitter.com
[47] zoom.us
[42] youtube.com
[41] youtu.be
[12] google.com
[11] flocabulary.com
[9] hollyclark.org
[8] rbvk.org

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:
[89] twitter.com
[51] drbruceajohnson.com
[42] youtube.com
[30] facebook.com
[23] tcea.org
[8] warriorplus.com
[8] amazon.com
[7] co.uk
[6] edutopia.org
[6] elearninginfographics.com

Top Domains in Tweet in G6:
[58] twitter.com
[10] ac.uk
[8] google.com
[5] tusculum.edu
[3] youtube.com
[3] 3rteachertraining.com
[2] com.ua
[2] blogspot.com
[2] studyorigin.in
[2] teacherspayteachers.com

Top Domains in Tweet in G7:
[65] twitter.com
[49] amazon.com
[35] co.za
[22] lovegaelic.com
[21] lakewood.edu
[21] apple.com
[14] youtube.com
[14] getbook.at
[13] teacherspayteachers.com
[13] edutopia.org

Top Domains in Tweet in G8:
[81] eteachers.co
[75] paper.li
[63] twitter.com
[44] co.uk
[27] fieldglassonlinetraining.com
[26] gosignmeup.com
[20] learningstream.com
[14] zendesk.com
[13] donorschoose.org
[9] shopchristianliberty.com

Top Domains in Tweet in G9:
[46] ac.cy
[33] donorschoose.org
[20] theaconitedigital.com
[17] connectbud.com
[15] twitter.com
[7] mylearnie.com
[5] vegaawards.com
[3] google.com
[3] linkedin.com
[3] eventbrite.com

Top Domains in Tweet in G10:
[25] youtube.com
[13] twitter.com
[1] emdas-to.it

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[8670] distancelearning
[2085] education
[1692] onlinelearning
[1103] elearning
[921] edtech
[885] learning
[717] school
[651] covid19
[603] remotelearning
[570] k12



Top Hashtags in Tweet in G1:
[3383] distancelearning
[836] education
[666] onlinelearning
[477] elearning
[434] learning
[379] school
[282] edtech
[259] covid19
[256] online
[252] backtoschool

Top Hashtags in Tweet in G2:
[527] distancelearning
[352] edchat
[264] covid19
[232] educhat
[227] k12
[171] sel
[169] teachers
[167] backtoschool
[57] hispanicheritagemonth
[49] prek12

Top Hashtags in Tweet in G3:
[391] distancelearning
[243] education
[230] edtech
[143] k12
[127] pbl
[125] iste
[115] sel
[97] educators
[87] thriveinedu
[86] librarians

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

Top Hashtags in Tweet in G5:
[417] distancelearning
[289] onlinelearning
[199] education
[162] remotelearning
[161] edtech
[152] elearning
[108] learning
[102] teaching
[94] online
[88] students

Top Hashtags in Tweet in G6:
[136] distancelearning
[42] education
[32] onlinelearning
[20] elearning
[19] learning
[19] school
[17] backtoschool
[16] homeschool
[16] virtuallearning
[16] edtech

Top Hashtags in Tweet in G7:
[442] distancelearning
[286] education
[126] onlinelearning
[94] lovegaelic
[89] learning
[88] lovegàidhlig
[85] gàidhlig
[85] elearning
[84] learngaelic
[75] homeschool

Top Hashtags in Tweet in G8:
[343] distancelearning
[231] elearning
[213] onlinelearning
[129] virtuallearning
[123] education
[105] onlineclasses
[87] learning
[85] online
[84] covid
[83] school

Top Hashtags in Tweet in G9:
[165] distancelearning
[51] fall2021
[46] unic
[38] opensource
[28] digitaltransformation
[28] essay
[27] coding
[25] digital
[25] sociology
[25] exams

Top Hashtags in Tweet in G10:
[52] distancelearning
[28] mathe4future
[28] flippedclassroom
[28] mathe
[28] flippedmathe
[28] mathelehrer
[28] study
[28] realschulebayern
[21] twlz
[13] homeschooling

Top Words
Top Words in Tweet in Entire Graph:
[8665] #distancelearning
[2859] learning
[2085] #education
[1839] online
[1691] #onlinelearning
[1665] students
[1638] learn
[1374] school
[1354] distance
[1318] more

Top Words in Tweet in G1:
[3380] #distancelearning
[1422] learning
[998] learn
[872] online
[837] #education
[665] #onlinelearning
[655] students
[624] distance
[574] school
[569] provide

Top Words in Tweet in G2:
[527] #distancelearning
[479] sharemylesson
[447] aftteach
[426] aftunion
[352] #edchat
[337] free
[316] lesson
[264] #covid19
[247] students
[233] resources

Top Words in Tweet in G3:
[391] #distancelearning
[243] #education
[230] #edtech
[143] #k12
[127] #pbl
[125] #iste
[119] learning
[115] #sel
[111] check
[111] course

Top Words in Tweet in G4:
[255] #distancelearning
[248] googleforedu
[230] educators
[228] year
[226] learned
[226] anything
[226] power
[226] adaptability
[226] reimagining
[220] tradi

Top Words in Tweet in G5:
[417] #distancelearning
[289] #onlinelearning
[199] #education
[192] parents4support
[176] learning
[162] #remotelearning
[161] #edtech
[152] #elearning
[124] students
[108] #learning

Top Words in Tweet in G6:
[135] #distancelearning
[63] learning
[57] more
[42] #education
[41] online
[36] learn
[32] #onlinelearning
[26] distance
[25] courses
[25] students

Top Words in Tweet in G7:
[442] #distancelearning
[286] #education
[126] #onlinelearning
[97] learning
[94] #lovegaelic
[89] #learning
[88] #lovegàidhlig
[85] #gàidhlig
[85] #elearning
[84] #learngaelic

Top Words in Tweet in G8:
[343] #distancelearning
[231] #elearning
[213] #onlinelearning
[129] #virtuallearning
[123] #education
[117] check
[116] learning
[112] vocabulary
[105] #onlineclasses
[87] #learning

Top Words in Tweet in G9:
[165] #distancelearning
[94] ज
[79] ड
[79] टल
[73] म
[61] क
[53] online
[51] #fall2021
[50] due
[48] study

Top Words in Tweet in G10:
[52] #distancelearning
[28] #mathe4future
[28] #flippedclassroom
[28] #mathe
[28] #flippedmathe
[28] #mathelehrer
[28] #study
[28] #realschulebayern
[27] pankowerpflanze
[27] bea_pankow

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1045] distance,learning
[531] dash,dot
[530] dot,robots
[530] robots,accessories
[530] accessories,wonderworkshop
[528] wonderworkshop,app
[528] app,learn
[528] learn,code
[526] win,dash
[526] code,challenges

Top Word Pairs in Tweet in G1:
[519] dash,dot
[518] dot,robots
[518] robots,accessories
[518] accessories,wonderworkshop
[516] wonderworkshop,app
[516] app,learn
[516] learn,code
[514] win,dash
[514] code,challenges
[513] challenges,provide

Top Word Pairs in Tweet in G2:
[293] aftunion,aftteach
[232] #edchat,#educhat
[227] #educhat,#distancelearning
[199] lesson,plan
[126] #teachers,#covid19
[125] #k12,#sel
[122] #covid19,#k12
[121] #sel,aftunion
[108] curated,collection
[107] free,resources

Top Word Pairs in Tweet in G3:
[116] #edtech,#distancelearning
[99] chart,course
[99] course,teaching
[99] teaching,essential
[99] essential,skills
[99] skills,tomorrow's
[99] tomorrow's,world
[97] world,#educators
[86] #educators,#librarians
[82] check,latest

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

Top Word Pairs in Tweet in G5:
[93] #onlinelearning,#distancelearning
[85] #elearning,#education
[82] #education,#onlinelearning
[80] #onlinelearning,#learning
[73] #teaching,#students
[72] #online,#distancelearning
[71] #distancelearning,#school
[71] #school,#teaching
[67] parent,exchange
[61] #remotelearning,#virtuallearning

Top Word Pairs in Tweet in G6:
[20] distance,learning
[20] learn,more
[13] more,visit
[9] #distancelearning,#homeschool
[9] #education,#onlinelearning
[9] help,woith
[9] woith,technology
[9] technology,newest
[9] newest,biggest
[9] biggest,request

Top Word Pairs in Tweet in G7:
[87] #lovegaelic,#lovegàidhlig
[84] #lovegàidhlig,#learngaelic
[80] #learngaelic,#gàidhlig
[78] #gàidhlig,#distancelearning
[60] distance,learning
[47] #education,#distancelearning
[44] #distancelearning,#education
[41] #elearning,#onlinelearning
[33] dèan,seantans
[33] seantans,leis

Top Word Pairs in Tweet in G8:
[89] #elearning,#distancelearning
[80] enroll,#onlinelearning
[79] #onlinelearning,#education
[78] #education,#elearning
[77] #elearning,#learning
[75] check,latest
[75] latest,learning
[75] learning,news
[75] news,resources
[75] resources,updated

Top Word Pairs in Tweet in G9:
[79] ड,ज
[79] ज,टल
[48] study,online
[46] ह,द
[45] #distancelearning,#unic
[40] #fall2021,#distancelearning
[40] श,क
[40] क,ष
[39] टल,श
[37] द,म

Top Word Pairs in Tweet in G10:
[28] #mathe4future,#flippedclassroom
[28] #flippedclassroom,#mathe
[28] #mathe,#flippedmathe
[28] #flippedmathe,#mathelehrer
[28] #mathelehrer,#study
[28] #study,#realschulebayern
[27] pankowerpflanze,bea_pankow
[27] bea_pankow,soerenbenn
[27] soerenbenn,regina_kittler
[27] regina_kittler,lasicmaja

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

Top Replied-To in G1:
@teachthought
@govmurphy
@councilofdc
@guerrer0_j0s3
@ocregister
@kenjeong
@fcpsnews

Top Replied-To in G2:
@cnn
@thehill
@govmikedewine
@pontifex
@newsweek
@cpdagosta
@gish
@hickersonjulie
@boatfaceboatymc
@ohdeptofhealth

Top Replied-To in G3:
@buncee
@historysandoval

Top Replied-To in G4:
@googleforedu

Top Replied-To in G5:
@drstephentracy
@njchoice
@co_cyberfams
@ut_uths
@utexascoe

Top Replied-To in G7:
@ou_wels
@barrysheerman

Top Replied-To in G9:
@robertkaplinsky
@kidsinneed
@unesco

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
@parents4support
@googleforedu
@educatoralex
@brisklearningin
@jurijkovalenok1

Top Mentioned in G1:
@wonderworkshop
@sharemylesson
@brisklearningin
@studyfromhomenz
@rdene915
@ronronkmfa
@nec_education
@bitmeduversity
@jurijkovalenok1
@parents4support

Top Mentioned in G2:
@sharemylesson
@aftunion
@aftteach
@rdene915
@newshourextra
@rweingarten
@eventbriteuk
@msamberchandler
@schandrashah
@makematic

Top Mentioned in G3:
@educatoralex
@cultofpedagogy
@iste
@rdene915
@kat_goyette
@gegsouthla
@flocabulary
@nearpod
@buncee
@citicoach

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

Top Mentioned in G5:
@parents4support
@tillieelvrum
@youtube
@tcea
@drbruceajohnson
@diben
@gogood4u
@rdene915
@fun_oflearning
@smithedtech

Top Mentioned in G6:
@3rteachertrain
@tusculum_univ
@carrberrycreate
@drescotet
@pvusdvirtual
@almayhan
@ern_lis
@k_m_anderson
@assignmenthelp1

Top Mentioned in G7:
@lovegaelic
@rdene915
@openuniversity
@teach_logic
@britonlinesch
@ou_wels
@johnmdarcy
@country_reports
@educatoralex
@islamchannel

Top Mentioned in G8:
@ekavach
@cybersafetyuae
@fieldglasst
@angliaruskindl
@jurczyk
@learning5tream
@westminsteropen
@ariyaltd
@eteachersinter1
@classhomeschool

Top Mentioned in G9:
@aconitedigital
@donorschoose
@connectbud
@rvsed
@theresawills
@writercharity24
@academicdons
@tammyneid
@dlsocialm
@quality004

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

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

Top Tweeters in G1:
@yarosisnancy
@rapplerdotcom
@bbcr1musicbot
@kaflickinger74
@momsfocus
@bostonglobe
@minecraft_ssyt
@jrehnj
@livemint
@nicoleschoice1

Top Tweeters in G2:
@coopmike48
@viralvideovlogs
@thehill
@sustaintrends
@ajgma
@toniragusa
@foxnews
@jfjabbo
@cnn
@lseefeldt3

Top Tweeters in G3:
@helperstream
@alicekeeler
@jonesls
@stressfreekids
@vrretweeter
@blkhwk0ps
@iamdrwill
@nplace1
@mssackstein
@scalarhumanity

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

Top Tweeters in G5:
@chidambara09
@birdwriter7
@forbes
@the404code
@getiftech
@yanetro50139443
@shaikhumairbub1
@juliemilneresq
@donaldhussle
@markj_ohnson

Top Tweeters in G6:
@surfspup
@drescotet
@stina2312
@hollandcooke
@ohiolinkstatus
@ete_uwu
@ex101jc
@fadmean
@guidecalculator
@internetsociety

Top Tweeters in G7:
@jamesroy
@fiona_fionnagal
@products_hot
@education_24x7
@wthrcom
@ennomnom
@kabigon89
@vcam1963
@barrysheerman
@shawndrarara

Top Tweeters in G8:
@sectest9
@cybersecurityn8
@melonifulvio
@advocatefored
@fabriciosx
@mortgageconsult
@daily_record
@guardiannigeria
@pyscalellc
@saysdana

Top Tweeters in G9:
@xaelbot
@codedailybot
@thedeveloperbot
@discovertech3
@morolswediu
@jfsebastian146
@coderretweet
@womencodersbot
@100daysof2020
@thesecretjunio1

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