distancelearning, Twitter, 5/19/2022 9:22:43 AM, 276606


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distancelearning_2022-05-19_01-15-45.xlsx
distancelearning_2022-05-19_01-15-45.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 19, 2022
Short Description:
distancelearning via NodeXL https://bit.ly/3yGFGvE
@distancelrnbot
@sharemylesson
@jurijkovalenok1
@jurczyk
@lovegaelic
@officialaiou
@imohq
@stottern
@natasianart
@smithsonianedu

Top hashtags:
#distancelearning
#education
#onlinelearning
#lovegaelic
#gàidhlig

Description:
Description
The graph represents a network of 4,040 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, 19 May 2022 at 08:40 UTC.

The requested start date was Thursday, 19 May 2022 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 98-day, 22-hour, 27-minute period from Tuesday, 08 February 2022 at 17:02 UTC to Wednesday, 18 May 2022 at 15:29 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 : 4040
Unique Edges : 2748
Edges With Duplicates : 30210
Total Edges : 32958
Number of Edge Types : 5
Retweet : 11359
MentionsInRetweet : 13277
Tweet : 5305
Mentions : 2928
Replies to : 89
Self-Loops : 5415
Reciprocated Vertex Pair Ratio : 0.0337137840210711
Reciprocated Edge Ratio : 0.0652284695090878
Connected Components : 217
Single-Vertex Connected Components : 83
Maximum Vertices in a Connected Component : 3522
Maximum Edges in a Connected Component : 32198
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.269711
Graph Density : 0.000360776978911063
Modularity : 0.160204
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 4,040 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, 19 May 2022 at 08:40 UTC.

The requested start date was Thursday, 19 May 2022 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 98-day, 22-hour, 27-minute period from Tuesday, 08 February 2022 at 17:02 UTC to Wednesday, 18 May 2022 at 15:29 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:
[379] 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
[89] https://www.drbruceajohnson.com/blog/2021/12/transformational-educator-dr-j-now-available
[81] https://outschool.com/teachers/Elle-O-Keeffe
[62] https://www.openstudycollege.com/special-offers?utm_source=twitter&utm_medium=organic&utm_campaign=springsale
[55] https://cruiseradio.net/7-cruise-ship-trends-2022/
[55] https://www.linkedin.com/slink?code=d8VVCVt
[53] https://tlpa.aero/
[45] https://www.dibms.org/
[41] https://www.imo.org/en/MediaCentre/Pages/WhatsNew-1706.aspx
[40] https://www.imtcdl.ac.in/

Top URLs in Tweet in G1:
[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
[55] https://www.linkedin.com/slink?code=d8VVCVt
[53] https://tlpa.aero/
[31] https://trustteach.com/
[27] https://cruiseradio.net/7-cruise-ship-trends-2022/
[27] https://www.trustteach.com/
[25] https://www.drbruceajohnson.com/blog/2021/12/transformational-educator-dr-j-now-available
[18] https://www.dibms.org/
[14] https://www.drbruceajohnson.com/blog/2021/03/discover-how-transform-online-teaching
[14] https://sbusinesslondon.ac.uk/

Top URLs in Tweet in G2:
[59] 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://sharemylesson.com/blog/reading-tips-for-parents
[21] https://sharemylesson.com/webinars/5-adult-sel-muscles
[19] https://sharemylesson.com/blog/black-history-month-28-books-28-days
[11] https://sharemylesson.com/webinars/optimizing-your-well-being
[10] https://sharemylesson.com/collections/presidents-day
[10] https://sharemylesson.com/teaching-resource/guided-relaxation--deep-rest-workshop-400282
[9] https://sharemylesson.com/partner/high-5-adventure-learning-center
[8] https://sharemylesson.com/teaching-resource/literacy-content-areas-400427
[8] https://www.myscprep.org/enrollment-faqs

Top URLs in Tweet in G3:
[32] https://www.sgoilghaidhliginnsegall.com/
[30] https://t.me/YuriKovalenok
[27] https://www.lovegaelic.com/c%C3%B9rsaro%C3%ACre
[15] https://www.lovegaelic.com/gaelicbooks
[14] https://www.lovegaelic.com/
[14] https://www.youtube.com/watch?v=jdSrxa704NI&feature=youtu.be

[13] https://www.lovegaelic.com/feuche
[11] https://www.youtube.com/watch?v=SgLjO-7xNCw&feature=youtu.be

[10] https://www.lulu.com/spotlight/anndesseyn
[10] https://www.sgoilghaidhliginnsegall.com/gaelicrevisionquizzes

Top URLs in Tweet in G4:
[61] https://www.drbruceajohnson.com/blog/2021/12/transformational-educator-dr-j-now-available
[55] 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.drbruceajohnson.com/resources/educator-bundle-2-take-distance-out-distance-learning-plus-bonus
[21] https://www.drbruceajohnson.com/blog/2021/03/discover-how-transform-online-teaching
[11] https://blog.tcea.org/new-digital-tools-ive-discovered-lately/?utm_source=TCEA+Emails&utm_campaign=02f6a98d73-RSS_EMAIL_CAMPAIGN&utm_medium=email&utm_term=0_f3a5bb651e-02f6a98d73-41003367&ct=t(RSS_EMAIL_CAMPAIGN)&mc_cid=02f6a98d73&mc_eid=e8e558704e
[10] https://blog.tcea.org/eight-chrome-extensions-and-sites-you-may-not-know-march-2022/?utm_source=TCEA+Emails&utm_campaign=e4ce470479-RSS_EMAIL_CAMPAIGN&utm_medium=email&utm_term=0_f3a5bb651e-e4ce470479-41003367&ct=t(RSS_EMAIL_CAMPAIGN)&mc_cid=e4ce470479&mc_eid=e8e558704e#utm_source=rss&utm_medium=rss&utm_campaign=eight-chrome-extensions-and-sites-you-may-not-know-march-2022
[9] https://360pd.com/all-access-360pd-teacher-plan/
[8] https://www.facebook.com/login/?next=https%3A%2F%2Fwww.facebook.com%2Fgroups%2FSupportforOnlineLearning
[7] https://blog.tcea.org/tcea-free-membership-2022/?utm_source=TCEA+Emails&utm_campaign=e960f559e0-RSS_EMAIL_CAMPAIGN&utm_medium=email&utm_term=0_f3a5bb651e-e960f559e0-41003367&ct=t(RSS_EMAIL_CAMPAIGN)&mc_cid=e960f559e0&mc_eid=e8e558704e#utm_source=rss&utm_medium=rss&utm_campaign=tcea-free-membership-2022
[6] https://www.edutopia.org/article/5-ways-help-neurodiverse-students-improve-executive-function-skills

Top URLs in Tweet in G5:
[162] 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
[80] https://outschool.com/teachers/Elle-O-Keeffe
[34] https://www.imtcdl.ac.in/
[28] https://cruiseradio.net/7-cruise-ship-trends-2022/
[27] https://www.dibms.org/
[26] https://ramc-india.org.in/
[17] https://www.crbtech.in/
[16] https://viewauthor.at/AEPressfield
[16] https://edition.cnn.com/travel/article/airline-route-maps/index.html
[15] https://www.westminsteropencollege.co.uk/courses/A-Levels-c72293335

Top URLs in Tweet in G6:
[40] https://www.imo.org/en/MediaCentre/Pages/WhatsNew-1706.aspx
[6] https://www.freeconference.com/blog/conduct-a-dynamic-virtual-training-session/
[5] https://www.superyachtcontent.com/the-crew-mess/career-training/why-superyacht-engineers-should-aim-to-lead-the-drive-for-sustainability/
[4] https://www.freeconference.com/blog/how-to-organize-a-study-session/
[2] https://www.wmu.se/programmes/maritime-energy?utm_source=twitter&utm_medium=organic&utm_campaign=13+May&utm_id=Maritime+Energy
[2] https://www.freeconference.com/blog/page/3/
[1] https://shipdiary.com/imo-e-learning-platform-has-been-launched/
[1] https://twitter.com/i/web/status/1513450936710086656
[1] https://www.wmu.se/distance-learning?utm_source=twitter&utm_medium=organic&utm_campaign=16+May&utm_id=Distance+Learning
[1] https://mailchi.mp/wmu/wmu-educational-offerings-596981

Top URLs in Tweet in G7:
[8] https://sites.google.com/puhsd.org/distancelearning/home/mental-health-resources
[3] https://fiitjeenonclassroomprograms.com/AITS-OneYear2023.aspx
[3] https://fiitjeenonclassroomprograms.com/AITS-TwoYear2023.aspx
[2] https://www.distancelearning.txstate.edu/faculty/Award-for-Excellence-in-Online-Teaching/2021-winners.html
[2] https://www.esolcourses.com/content/topics/songs/various-artists/love-is-in-the-air.html
[2] https://www.esolcourses.com/content/topics/valentinesday/listening/history-of-valentines-day.html
[2] https://www.lincoln.ac.uk/home/lbs/distancelearning/wbdl-info/wbdl-info-event/
[2] https://www.goheriqbalpunn.com/google-podcast-creator-program/
[1] https://www.distancelearning.txstate.edu/faculty/Award-for-Excellence-in-Online-Teaching.html
[1] https://twitter.com/i/web/status/1493889787421290496

Top URLs in Tweet in G8:
[11] https://fmbp.aiou.edu.pk/application/index.php
[3] https://www.facebook.com/AIOU.OfficialAccount/videos/571109134434523
[3] https://aiou.edu.pk/
[2] http://I.Com
[2] https://aiou.edu.pk/Fac_Estab.asp?FacID=1
[2] https://aiou.edu.pk/Onlineadmissionform.asp
[1] https://twitter.com/i/web/status/1494564245010370579
[1] https://twitter.com/i/web/status/1513092189529722882
[1] https://twitter.com/i/web/status/1518100304931270657
[1] https://tutor.aiou.edu.pk/

Top URLs in Tweet in G9:
[2] https://247learn.com/?share_id=c78bc780-d0b4-11ec-8be8-fa163eed9ef2
[2] https://247learn.com/?share_id=a415b920-b0e1-11ec-9b52-fa163eed9ef2
[2] https://247learn.com/?share_id=6507d0d0-b986-11ec-9b52-fa163eed9ef2
[2] https://247learn.com/?share_id=9d149a00-cfeb-11ec-8be8-fa163eed9ef2
[1] https://247learn.com/?share_id=f068b480-d634-11ec-8be8-fa163eed9ef2
[1] https://247learn.com/?share_id=e83a5300-9696-11ec-a254-fa163eed9ef2
[1] https://247learn.com/?share_id=2c46c390-8bfb-11ec-a254-fa163eed9ef2
[1] https://247learn.com/?share_id=c0c5e820-8c5f-11ec-a254-fa163eed9ef2
[1] https://247learn.com/?share_id=eb2a29e0-8d28-11ec-a254-fa163eed9ef2
[1] https://247learn.com/?share_id=ab895ac0-8e56-11ec-a254-fa163eed9ef2

Top URLs in Tweet in G10:
[4] https://www.nc-sara.org/news-events/new-sara-quick-start-guides-added
[3] https://www.drbruceajohnson.com/blog/2021/12/transformational-educator-dr-j-now-available
[2] https://wcet.wiche.edu/frontiers/2022/02/22/federal-policy-surprises-updates-and-a-call-to-action/
[2] https://intc.memberclicks.net/distance-education-leadership-academy
[2] https://wcet.wiche.edu/events/wcet-34th-annual-meeting
[1] https://twitter.com/topcastnow/status/1516054474137214980
[1] https://amendments-rules.house.gov/amendments/JTPELLAmd_001_xml_revised3220201163824357.pdf
[1] https://onlinelibrary.wiley.com/doi/10.1002/pits.22685?cookieSet=1
[1] https://twitter.com/i/web/status/1518577566319353857
[1] https://www.insidehighered.com/news/2022/05/17/full-time-online-mba-enrollment-surpasses-person-programs#.YoOuHsOtO0o.twitter

Top Domains
Top Domains in Tweet in Entire Graph:
[902] twitter.com
[608] youtube.com
[437] sharemylesson.com
[399] amazon.com
[304] t.me
[291] blogspot.com
[252] 247learn.com
[221] drbruceajohnson.com
[163] openstudycollege.com
[151] outschool.com

Top Domains in Tweet in G1:
[279] twitter.com
[239] youtube.com
[107] blogspot.com
[104] 247learn.com
[99] amazon.com
[80] linkedin.com
[72] t.me
[71] drbruceajohnson.com
[68] trustteach.com
[55] tlpa.aero

Top Domains in Tweet in G2:
[425] sharemylesson.com
[59] amazon.com
[39] twitter.com
[13] myscprep.org
[8] aft.org
[6] pkdofe.com
[4] youtube.com
[2] meticulousresearch.com
[2] ac.uk
[2] echoesandreflections.org

Top Domains in Tweet in G3:
[200] youtube.com
[183] t.me
[130] lovegaelic.com
[59] twitter.com
[43] sgoilghaidhliginnsegall.com
[38] creator-spring.com
[25] lulu.com
[23] tryinteract.com
[14] nodexlgraphgallery.org
[10] co.uk

Top Domains in Tweet in G4:
[146] drbruceajohnson.com
[81] twitter.com
[65] tcea.org
[55] amazon.com
[19] facebook.com
[13] linkedin.com
[10] 360pd.com
[9] youtube.com
[8] trafera.com
[7] edutechtalks.com

Top Domains in Tweet in G5:
[225] twitter.com
[173] blogspot.com
[172] amazon.com
[136] co.nz
[122] outschool.com
[113] youtube.com
[89] getbook.at
[60] itconlinetraining.com
[53] co.uk
[45] t.me

Top Domains in Tweet in G6:
[40] imo.org
[12] freeconference.com
[5] superyachtcontent.com
[4] wmu.se
[3] twitter.com
[1] shipdiary.com
[1] mailchi.mp
[1] blogspot.com

Top Domains in Tweet in G7:
[18] twitter.com
[9] google.com
[6] ac.uk
[6] fiitjeenonclassroomprograms.com
[4] esolcourses.com
[3] txstate.edu
[3] 3rteachertraining.com
[2] co.uk
[2] absorbonlinelearning.com
[2] goheriqbalpunn.com

Top Domains in Tweet in G8:
[20] edu.pk
[8] twitter.com
[5] facebook.com
[2] i.com

Top Domains in Tweet in G9:
[124] 247learn.com
[14] twitter.com

Top Domains in Tweet in G10:
[6] twitter.com
[6] wiche.edu
[4] nc-sara.org
[3] insidehighered.com
[3] drbruceajohnson.com
[3] memberclicks.net
[1] house.gov
[1] wiley.com
[1] gao.gov
[1] ed.gov

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[8581] distancelearning
[2497] education
[1409] onlinelearning
[1116] lovegaelic
[1055] gàidhlig
[1046] lovegàidhlig
[929] elearning
[928] learngaelic
[839] physics
[815] gaelic



Top Hashtags in Tweet in G1:
[2866] distancelearning
[661] education
[383] onlinelearning
[357] elearning
[268] learning
[214] lovegaelic
[212] covid19
[193] victory
[192] lovegàidhlig
[191] gàidhlig

Top Hashtags in Tweet in G2:
[444] distancelearning
[265] sel
[194] ss
[194] edchat
[188] blackhistorymonth
[160] k12
[146] covid19
[135] readingopenstheworld
[92] prek12
[84] pd

Top Hashtags in Tweet in G3:
[1126] distancelearning
[901] lovegaelic
[862] gàidhlig
[853] lovegàidhlig
[768] learngaelic
[691] gaelic
[644] physics
[589] education
[348] outerhebrides
[246] elonmusk

Top Hashtags in Tweet in G4:
[482] distancelearning
[265] edtech
[263] onlinelearning
[231] education
[159] educators
[154] onlineteaching
[100] elearning
[94] highered
[81] adjuncts
[80] adultedu

Top Hashtags in Tweet in G5:
[1617] distancelearning
[763] education
[369] onlinelearning
[257] learning
[247] school
[209] elearning
[207] onlineclasses
[174] homeschool
[174] students
[168] educators

Top Hashtags in Tweet in G6:
[76] distancelearning
[60] imocourse
[50] elearning
[24] maritime
[17] energy
[15] onlinelearning
[13] education
[10] learning
[7] online
[7] covid

Top Hashtags in Tweet in G7:
[70] distancelearning
[21] education
[20] onlinelearning
[14] remotelearning
[12] edtech
[10] elearning
[10] edchat
[10] digitallearning
[10] virtuallearning
[8] technology

Top Hashtags in Tweet in G8:
[92] aiou
[70] educationforall
[65] aiouactivities
[65] distancelearning
[39] dpr
[39] aiounews
[31] aioustudents
[23] aiou_updates
[17] lifeataiou
[15] careerguide

Top Hashtags in Tweet in G9:
[125] elearning
[112] distancelearning
[108] onlinelearning
[106] school
[106] virtuallearning
[106] cbt
[106] wbt
[106] college
[106] university
[106] onlinedegree

Top Hashtags in Tweet in G10:
[36] highered
[29] opm
[27] distancelearning
[22] onlinelearning
[6] edpolicy
[6] digitalearning
[6] leadership
[6] wcet2022
[5] stateauthorization
[5] edtech

Top Words
Top Words in Tweet in Entire Graph:
[8579] #distancelearning
[2493] #education
[2151] learning
[1737] online
[1409] #onlinelearning
[1375] course
[1354] more
[1254] lovegaelic
[1230] students
[1170] learn

Top Words in Tweet in G1:
[2865] #distancelearning
[957] learning
[741] online
[663] #education
[545] more
[483] courses
[481] distance
[479] course
[451] learn
[445] students

Top Words in Tweet in G2:
[701] sharemylesson
[463] aftteach
[444] #distancelearning
[435] aftunion
[320] free
[265] #sel
[233] register
[231] lesson
[198] 28
[194] #edchat

Top Words in Tweet in G3:
[1126] #distancelearning
[901] #lovegaelic
[877] lovegaelic
[862] #gàidhlig
[853] #lovegàidhlig
[768] #learngaelic
[691] #gaelic
[671] jurijkovalenok1
[644] #physics
[584] #education

Top Words in Tweet in G4:
[482] #distancelearning
[265] #edtech
[263] #onlinelearning
[231] #education
[214] learning
[211] parents4support
[159] #educators
[158] stottern
[154] #onlineteaching
[150] more

Top Words in Tweet in G5:
[1616] #distancelearning
[762] #education
[390] course
[369] #onlinelearning
[265] world
[257] #learning
[247] #school
[235] skills
[226] more
[222] learning

Top Words in Tweet in G6:
[76] #distancelearning
[65] imohq
[64] learning
[61] imo
[60] launches
[50] #elearning
[47] #imocourse
[41] platform
[26] access
[24] wmuhq

Top Words in Tweet in G7:
[70] #distancelearning
[30] more
[28] health
[26] learning
[26] mental
[24] 3rteachertrain
[23] learn
[22] online
[21] #education
[21] students

Top Words in Tweet in G8:
[92] #aiou
[84] officialaiou
[70] #educationforall
[65] #aiouactivities
[65] #distancelearning
[50] aiou
[39] #dpr
[39] #aiounews
[31] #aioustudents
[30] ø

Top Words in Tweet in G9:
[126] learning
[125] #elearning
[124] check
[124] latest
[124] news
[124] resources
[124] updated
[124] daily
[112] #distancelearning
[108] #onlinelearning

Top Words in Tweet in G10:
[39] russpoulin
[36] #highered
[30] report
[29] #opm
[27] #distancelearning
[25] long
[25] institutions
[23] government
[23] accounting
[23] office

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[902] #lovegaelic,#lovegàidhlig
[812] #lovegàidhlig,#learngaelic
[732] #learngaelic,#gàidhlig
[638] #gaelic,#distancelearning
[617] #gàidhlig,#gaelic
[608] distance,learning
[571] #physics,#education
[480] #education,#distancelearning
[381] teaching,essential
[379] chart,course

Top Word Pairs in Tweet in G1:
[287] distance,learning
[202] î,î
[193] celebrate,#victory
[193] #victory,over
[193] over,#covid19
[193] #covid19,children
[193] children,celebrate
[193] celebrate,independence
[184] independence,#distancelearning
[171] #distancelearning,#crt

Top Word Pairs in Tweet in G2:
[367] aftunion,aftteach
[185] lesson,plan
[150] #sel,aftunion
[137] #distancelearning,#covid19
[99] #blackhistorymonth,28
[99] 28,books
[99] books,28
[99] 28,days
[99] days,today's
[99] today's,book

Top Word Pairs in Tweet in G3:
[738] #lovegaelic,#lovegàidhlig
[672] #lovegàidhlig,#learngaelic
[608] #learngaelic,#gàidhlig
[552] #gaelic,#distancelearning
[520] #gàidhlig,#gaelic
[442] #physics,#education
[318] #distancelearning,#outerhebrides
[280] #education,#distancelearning
[184] sincerely,yuri
[183] #distancelearning,#gaelicgrammar

Top Word Pairs in Tweet in G4:
[96] learn,more
[92] #onlinelearning,#distancelearning
[81] #distancelearning,#adjuncts
[80] #adjuncts,#educators
[73] #elearning,#edtech
[72] #edtech,#onlinelearning
[72] #onlinelearning,#highered
[69] parent,exchange
[69] #educators,#adultedu
[69] #adultedu,#elearning

Top Word Pairs in Tweet in G5:
[162] chart,course
[162] course,teaching
[162] teaching,essential
[162] essential,skills
[162] skills,tomorrow's
[162] tomorrow's,world
[162] world,#educators
[153] #educators,#librarians
[128] #studyfromhome,#distancelearning
[120] study,home

Top Word Pairs in Tweet in G6:
[60] imo,launches
[58] imohq,imo
[47] #distancelearning,#imocourse
[41] learning,platform
[40] launches,learning
[40] platform,#distancelearning
[40] #imocourse,#elearning
[20] launches,first
[20] first,free
[20] free,access

Top Word Pairs in Tweet in G7:
[26] mental,health
[19] learn,more
[10] tired,firehouse
[10] firehouse,technology
[10] technology,drink
[10] drink,learning
[10] learning,need
[10] need,pace
[9] 3rteachertrain,tired
[9] struggling,remote

Top Word Pairs in Tweet in G8:
[50] #educationforall,#distancelearning
[27] #distancelearning,#dpr
[26] #dpr,#aiou
[25] #aiou,#aiounews
[24] #aiouactivities,#aioustudents
[24] #aiounews,#aiouactivities
[24] university,turkey
[23] #aioustudents,#aiou_updates
[23] #aiou_updates,#educationforall
[22] officialaiou,#aiouactivities

Top Word Pairs in Tweet in G9:
[124] check,latest
[124] latest,learning
[124] learning,news
[124] news,resources
[124] resources,updated
[124] updated,daily
[124] daily,#elearning
[110] #elearning,#distancelearning
[106] #distancelearning,#onlinelearning
[106] #onlinelearning,#school

Top Word Pairs in Tweet in G10:
[28] report,#opm
[23] government,accounting
[23] accounting,office
[23] office,releases
[23] releases,long
[23] long,awaited
[23] awaited,report
[23] #opm,companies
[23] companies,#highered
[23] #highered,institutions

Top Replied-To
Top Replied-To in Entire Graph:
@absorb_online
@drericding
@openstudycoll
@360propd
@wingsindia2022
@iwonalaub
@sushantnmehta
@sophiamav
@chasingcoral
@lewismstephen

Top Replied-To in G1:
@sophiamav
@chasingcoral
@ugc_india
@ossiostborn1

Top Replied-To in G2:
@msamberchandler
@vicpasquantonio

Top Replied-To in G3:
@marcel_hopp
@nordseewind2000
@viethentus
@lefmr1
@larsweisbrod
@laralurch

Top Replied-To in G4:
@360propd
@khitch87
@katieshepley22

Top Replied-To in G7:
@absorb_online

Top Replied-To in G10:
@usedgov

Top Mentioned
Top Mentioned in Entire Graph:
@lovegaelic
@sharemylesson
@jurijkovalenok1
@aftteach
@aftunion
@openstudycoll
@parents4support
@rdene915
@studyfromhomenz
@stottern

Top Mentioned in G1:
@sharemylesson
@lovegaelic
@jurijkovalenok1
@openstudycoll
@studyfromhomenz
@trainingitc
@jurczyk
@rdene915
@ronronkmfa
@drbruceajohnson

Top Mentioned in G2:
@sharemylesson
@aftteach
@aftunion
@teachersunify
@rdene915
@msamberchandler
@newshourextra
@firstbook
@reimaginemigrat
@journeysinfilm

Top Mentioned in G3:
@lovegaelic
@jurijkovalenok1
@elonmusk
@pickover
@romantikkiez
@edu5_educator
@yousuck2020
@distancelrnbot
@sharemylesson
@techamazing

Top Mentioned in G4:
@parents4support
@stottern
@tcea
@drbruceajohnson
@rdene915
@mguhlin
@tillieelvrum
@k6theriver
@preimer
@googleforedu

Top Mentioned in G5:
@youtube
@iste
@rdene915
@mrs
@jurijkovalenok1
@a2p_press
@green_nerds
@imtcdl
@jurczyk
@spreaker

Top Mentioned in G6:
@imohq
@wmuhq
@freeconference
@mla_college
@basakakdemir
@asesdelmar
@shipdiari
@sy_content
@intschooling

Top Mentioned in G7:
@3rteachertrain
@carrberrycreate
@english247
@stephen50748183
@serv_students
@lyndsaybaines1

Top Mentioned in G8:
@officialaiou
@zshan_ali5
@aioukasur
@aiou_drs
@malik_tauqir
@zhnaqavi
@facebookwatch
@aiourcgilgit
@aiou_help

Top Mentioned in G9:
@jurczyk
@frontpsychol
@aglowstocknews
@stigmabasen
@fronteducation
@africansba
@wbg_education
@getiftech
@olicotm

Top Mentioned in G10:
@russpoulin
@usedgov
@wcet_info
@andrewdkaufman
@lakenbrooks222
@insidehighered
@philonedtech
@drbruceajohnson
@wce
@itcelearning

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@paoloigna1
@alhanda
@andyvermaut
@judehaste_write
@cybersecurityn8
@animatorspal
@viralvideovlogs
@morolswediu
@coder_487

Top Tweeters in G1:
@techedvocate
@eraser
@ml_tweet_bot
@form_bot
@nytimes
@ucloudify
@dinamanidaily
@livesmart
@vrretweeter
@pequeninwarrior

Top Tweeters in G2:
@viralvideovlogs
@belladonamodels
@artallks
@odoylecharlotte
@mijomojo1
@mentalhealthbo5
@vaw511
@sammysettanni
@jazzaoxon
@starcolombo

Top Tweeters in G3:
@jhamby
@fiona_fionnagal
@cathymcrorie
@rahul05ranjan
@gdautoart
@tagesspiegel
@gador_el_ven
@deuce1042
@techcrunch
@chihuu

Top Tweeters in G4:
@sectest9
@cybersecurityn8
@fabriciosx
@codewithtwitchi
@the404code
@getiftech
@indieangles
@flipgrid
@superteamup
@scalarhumanity

Top Tweeters in G5:
@andrewmorrisuk
@education_24x7
@regamertron
@reartistron
@botfemale
@designthinkbot
@lewieb99test
@imagine_garden
@blkhwk0ps
@imbotss

Top Tweeters in G6:
@dhinakaranrajan
@o_g_log
@kalkua1
@libelula_group
@adam_funama
@lowsulfurbunker
@anaali2000
@donatellaluisa
@kwakuahenkorah3
@nellisterc

Top Tweeters in G7:
@gulf_news
@edhacked
@jean_muadib
@ga
@rachelveres
@rabbitthoughts
@honieebean
@umassglobal1
@english247
@bmetc

Top Tweeters in G8:
@shakeelahmad644
@ch_abdl3
@i_aftabahmad
@engrmansoor78
@mramzanzaffar
@moazhaider5
@facebookwatch
@umar78384718
@academiamag
@sairayasmeen122

Top Tweeters in G9:
@paoloigna1
@andyvermaut
@stigmabasen
@seekingalpha
@lucas_wyrsch
@abc13houston
@news_ghana
@stocknewsdotcom
@spacedaduni
@johnlothian

Top Tweeters in G10:
@tjoosten
@indiebookpromos
@rompromocentral
@insidehighered
@rkelchen
@etkeld
@womenpromo
@bookhelpforyou
@eotaxprof
@kclarkcollege