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distancelearning_2022-06-23_01-15-45.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
June 23, 2022
Short Description:
distancelearning via NodeXL https://bit.ly/3I0EN3P
@distancelrnbot
@jurijkovalenok1
@sharemylesson
@this0499154500
@jurczyk
@lovegaelic
@imohq
@edu5_educator
@officialaiou
@kraekerc

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

Description:
Description
The graph represents a network of 3,771 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, 23 June 2022 at 08:41 UTC.

The requested start date was Thursday, 23 June 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 102-day, 22-hour, 48-minute period from Friday, 11 March 2022 at 17:11 UTC to Wednesday, 22 June 2022 at 16:00 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 : 3771
Unique Edges : 2530
Edges With Duplicates : 30213
Total Edges : 32743
Number of Edge Types : 5
Retweet : 11443
MentionsInRetweet : 13228
Mentions : 2647
Tweet : 5358
Replies to : 67
Self-Loops : 5470
Reciprocated Vertex Pair Ratio : 0.0331369661266568
Reciprocated Edge Ratio : 0.0641482537419815
Connected Components : 179
Single-Vertex Connected Components : 77
Maximum Vertices in a Connected Component : 3374
Maximum Edges in a Connected Component : 32106
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.36641
Graph Density : 0.000394747855862167
Modularity : 0.15456
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 3,771 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, 23 June 2022 at 08:41 UTC.

The requested start date was Thursday, 23 June 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 102-day, 22-hour, 48-minute period from Friday, 11 March 2022 at 17:11 UTC to Wednesday, 22 June 2022 at 16:00 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:
[428] 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
[100] https://www.dibms.org/
[96] 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://www.linkedin.com/slink?code=d8VVCVt
[54] https://tlpa.aero/
[50] https://www.drbruceajohnson.com/blog/2021/12/transformational-educator-dr-j-now-available
[48] https://cruiseradio.net/7-cruise-ship-trends-2022/
[47] https://www.youtube.com/watch?v=U6gFi2m0Z8Y

[41] https://www.imo.org/en/MediaCentre/Pages/WhatsNew-1706.aspx

Top URLs in Tweet in G1:
[103] 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
[54] https://tlpa.aero/
[39] https://www.dibms.org/
[35] https://www.trustteach.com/
[31] https://www.drbruceajohnson.com/blog/2021/12/transformational-educator-dr-j-now-available
[24] https://cruiseradio.net/7-cruise-ship-trends-2022/
[17] https://sbusinesslondon.ac.uk/
[15] https://www.milirgroupofinstitutions.com/
[14] https://headway-academy.org/course-creation/

Top URLs in Tweet in G2:
[44] https://www.youtube.com/watch?v=U6gFi2m0Z8Y

[30] https://t.me/YuriKovalenok
[26] https://www.lovegaelic.com/c%C3%B9rsaro%C3%ACre
[26] https://www.sgoilghaidhliginnsegall.com/
[16] https://www.youtube.com/shorts/e9VcB0_EIe0

[11] https://www.youtube.com/watch?v=jdSrxa704NI&feature=youtu.be

[10] https://www.youtube.com/watch?v=nwZJTfJFMww

[10] https://www.youtube.com/watch?v=EtIf3QafufI&feature=youtu.be

[10] https://www.sgoilghaidhliginnsegall.com/gaelicrevisionquizzes
[9] https://www.youtube.com/watch?v=SgLjO-7xNCw&feature=youtu.be


Top URLs in Tweet in G3:
[75] 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/webinars/5-adult-sel-muscles
[18] https://sharemylesson.com/blog/reading-tips-for-parents
[13] https://www.tutorreach.com/tutoring
[12] https://www.tutorreach.com/
[11] https://sharemylesson.com/webinars/optimizing-your-well-being
[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/collections/aanhpi-heritage
[8] https://www.myscprep.org/enrollment-faqs

Top URLs in Tweet in G4:
[56] 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
[17] https://www.drbruceajohnson.com/blog/2021/12/transformational-educator-dr-j-now-available
[17] https://www.drbruceajohnson.com/blog/2021/03/discover-how-transform-online-teaching
[12] https://www.drbruceajohnson.com/resources/educator-bundle-2-take-distance-out-distance-learning-plus-bonus
[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
[8] https://bottega.edu/
[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
[7] https://blog.tcea.org/adapting-stoic-techniques-critical-thinking-part-2/?utm_source=TCEA+Emails&utm_campaign=f6954fba0a-RSS_EMAIL_CAMPAIGN&utm_medium=email&utm_term=0_f3a5bb651e-f6954fba0a-41003367&ct=t(RSS_EMAIL_CAMPAIGN)&mc_cid=f6954fba0a&mc_eid=e8e558704e
[7] https://www.startelelogic.com/e-learning-solutions

Top URLs in Tweet in G5:
[95] https://outschool.com/teachers/Elle-O-Keeffe
[61] https://www.dibms.org/
[48] 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://cruiseradio.net/7-cruise-ship-trends-2022/
[20] https://edition.cnn.com/travel/article/how-to-become-cruise-ship-captain/index.html
[18] https://www.crbtech.in/
[18] https://edition.cnn.com/travel/article/airline-route-maps/index.html
[16] https://www.leaderseducation.org/
[15] https://www.westminsteropencollege.co.uk/courses/A-Levels-c72293335
[14] https://www.studyfromhome.co.nz/its-time-to-get-involved-in-travel-tourism/

Top URLs in Tweet in G6:
[30] 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
[28] https://www.imtcdl.ac.in/
[24] https://ramc-india.org.in/
[24] https://lakewood.edu/
[23] https://www.milirgroupofinstitutions.com/
[9] https://gsouto-digitalteacher.blogspot.com/2015/03/education-anna-atkins-botanist-and-1st.html#.YjJnBfq0bWk.twitter
[8] https://getbook.at/PopcornPanda
[7] https://www.amazon.com/s?k=kidz+rock+university+homeschool&i=stripbooks&ref=nb_sb_noss_1
[7] https://getbook.at/PixelGameNotebook
[7] https://getbook.at/MonsterTruck

Top URLs in Tweet in G7:
[39] https://www.imo.org/en/MediaCentre/Pages/WhatsNew-1706.aspx
[2] https://www.wmu.se/programmes/maritime-energy?utm_source=twitter&utm_medium=organic&utm_campaign=13+May&utm_id=Maritime+Energy
[1] https://shipdiary.com/imo-e-learning-platform-has-been-launched/
[1] https://mla.ac.uk/online-and-distance-learning-courses/master-top-ups/msc-gsd-top-up
[1] https://twitter.com/i/web/status/1537706748978552833
[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://www.wmu.se/distance-learning?utm_source=twitter&utm_campaign=16+June&utm_id=distance+learning
[1] https://mailchi.mp/wmu/wmu-educational-offerings-596981
[1] https://www.wmu.se/distance-learning?utm_source=twitter&utm_medium=organic&utm_campaign=27+April&utm_id=Distance+Learning

Top URLs in Tweet in G8:
[8] https://sites.google.com/puhsd.org/distancelearning/home/mental-health-resources
[4] https://opportunity.ng/canon-collins-university-of-london-llm-masters-by-distancelearning-scholarships-2022-for-african-students.html
[3] https://fiitjeenonclassroomprograms.com/AITS-OneYear2023.aspx
[3] https://www.amazon.com/Come-Write-Me-Workbook-Journal/dp/1734163704/
[2] https://www.goheriqbalpunn.com/google-podcast-creator-program/
[2] https://bottega.edu/
[2] http://www.elementarymatters.com/2017/08/have-you-heard-about-boom-digital-task.html
[1] https://www.careers24.com/training/course/?courseid=4155594
[1] https://www.alludolearning.com/march-wellness-2022?utm_campaign=March%20Wellness%20&utm_content=200810625&utm_medium=social&utm_source=twitter&hss_channel=tw-727581020191481856
[1] https://www.derby.ac.uk/online/studying-online/faqs/?utm_source=organic+social&utm_medium=twitter&utm_term=derbyunionline&utm_content=72fbd1ce-927d-4575-98c7-017ecd04c913&utm_campaign=

Top URLs in Tweet in G9:
[116] 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
[4] https://www.nc-sara.org/news-events/new-sara-quick-start-guides-added
[2] https://www.eschoolnews.com/2022/06/13/whats-so-great-about-online-teaching/?utm_content=buffer8011d&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://workforcenow.adp.com/mascsr/default/mdf/recruitment/recruitment.html?cid=430819b8-e7b9-4a41-bdbc-a5befa4c0c06&ccId=19000101_000001&lang=en_US&selectedMenuKey=CareerCenter
[2] https://www.events.buncee.com/?utm_source=twitter&utm_medium=social&utm_campaign=creativebeginnings
[2] https://wcet.wiche.edu/events/wcet-34th-annual-meeting
[2] https://intc.memberclicks.net/distance-education-leadership-academy
[1] https://twitter.com/i/web/status/1506065951162343437
[1] https://twitter.com/i/web/status/1508965202968121350
[1] https://twitter.com/i/web/status/1513313771414040585

Top URLs in Tweet in G10:
[11] https://fmbp.aiou.edu.pk/application/index.php
[3] https://www.facebook.com/AIOU.OfficialAccount/videos/571109134434523
[3] https://aiou.edu.pk/
[2] https://aiou.edu.pk/Fac_Estab.asp?FacID=1
[2] https://aiou.edu.pk/Onlineadmissionform.asp
[1] https://www.facebook.com/watch/?v=398336375516360&ref=sharing
[1] https://www.facebook.com/watch/?v=532333495134040&ref=sharing
[1] https://twitter.com/zshan_ali5/status/1527260910569521153
[1] https://twitter.com/i/web/status/1518100304931270657
[1] https://tutor.aiou.edu.pk/

Top Domains
Top Domains in Tweet in Entire Graph:
[1101] twitter.com
[808] youtube.com
[474] t.me
[443] amazon.com
[388] sharemylesson.com
[255] 247learn.com
[241] blogspot.com
[178] getbook.at
[174] outschool.com
[168] openstudycollege.com

Top Domains in Tweet in G1:
[288] twitter.com
[268] youtube.com
[122] t.me
[103] amazon.com
[95] 247learn.com
[92] blogspot.com
[90] linkedin.com
[77] drbruceajohnson.com
[60] getbook.at
[55] tlpa.aero

Top Domains in Tweet in G2:
[365] youtube.com
[298] t.me
[123] lovegaelic.com
[92] twitter.com
[40] sgoilghaidhliginnsegall.com
[22] creator-spring.com
[19] nodexlgraphgallery.org
[16] lulu.com
[10] tryinteract.com
[7] co.uk

Top Domains in Tweet in G3:
[370] sharemylesson.com
[75] amazon.com
[57] twitter.com
[25] tutorreach.com
[12] youtube.com
[12] myscprep.org
[5] pkdofe.com
[4] 360pd.com
[3] aft.org
[2] meticulousresearch.com

Top Domains in Tweet in G4:
[90] tcea.org
[78] drbruceajohnson.com
[56] amazon.com
[54] twitter.com
[14] linkedin.com
[8] bottega.edu
[8] fiverr.com
[7] startelelogic.com
[7] instagram.com
[6] google.com

Top Domains in Tweet in G5:
[227] twitter.com
[141] outschool.com
[140] co.nz
[92] youtube.com
[81] itconlinetraining.com
[66] dibms.org
[59] cnn.com
[48] amazon.com
[39] co.uk
[38] opencollege.ac

Top Domains in Tweet in G6:
[126] blogspot.com
[118] getbook.at
[96] twitter.com
[40] youtube.com
[37] amazon.com
[32] ac.in
[27] 247learn.com
[24] milirgroupofinstitutions.com
[24] org.in
[24] lakewood.edu

Top Domains in Tweet in G7:
[39] imo.org
[5] wmu.se
[2] twitter.com
[1] shipdiary.com
[1] ac.uk
[1] mailchi.mp
[1] blogspot.com

Top Domains in Tweet in G8:
[20] twitter.com
[9] google.com
[4] opportunity.ng
[3] fiitjeenonclassroomprograms.com
[3] amazon.com
[3] 3rteachertraining.com
[2] ac.uk
[2] goheriqbalpunn.com
[2] amzn.to
[2] bottega.edu

Top Domains in Tweet in G9:
[117] amazon.com
[27] twitter.com
[4] nc-sara.org
[4] wiche.edu
[3] insidehighered.com
[3] adp.com
[2] eschoolnews.com
[2] buncee.com
[2] memberclicks.net
[1] gao.gov

Top Domains in Tweet in G10:
[20] edu.pk
[8] twitter.com
[5] facebook.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[7971] distancelearning
[2335] education
[1447] onlinelearning
[1077] lovegaelic
[1055] learning
[1010] lovegàidhlig
[975] elearning
[958] gàidhlig
[876] learngaelic
[804] physics



Top Hashtags in Tweet in G1:
[2648] distancelearning
[599] education
[356] onlinelearning
[341] elearning
[271] learning
[208] lovegaelic
[195] school
[185] lovegàidhlig
[183] onlineclasses
[170] gàidhlig

Top Hashtags in Tweet in G2:
[985] distancelearning
[868] lovegaelic
[824] lovegàidhlig
[786] gàidhlig
[723] learngaelic
[644] physics
[618] gaelic
[610] education
[294] outerhebrides
[291] learning

Top Hashtags in Tweet in G3:
[438] distancelearning
[272] sel
[222] edchat
[217] k12
[184] ss
[114] learning
[109] readingopenstheworld
[80] prek12
[80] covid19
[75] educators

Top Hashtags in Tweet in G4:
[306] distancelearning
[198] edtech
[132] educators
[111] education
[97] elearning
[95] onlinelearning
[94] highered
[88] onlineteaching
[63] adultedu
[62] digitallearning

Top Hashtags in Tweet in G5:
[1107] distancelearning
[269] onlinelearning
[184] education
[167] itconlinetraining
[167] studyfromhome
[161] onlineclasses
[133] sfhblog
[131] onlinecourses
[116] elearning
[113] esl

Top Hashtags in Tweet in G6:
[555] distancelearning
[479] education
[222] learning
[214] onlinelearning
[191] school
[179] elearning
[140] students
[126] homeschool
[114] writing
[90] onlineeducation

Top Hashtags in Tweet in G7:
[71] distancelearning
[59] imocourse
[39] elearning
[28] maritime
[19] energy
[3] shipping
[3] capacitación
[3] online
[2] decarbonization
[2] ghg

Top Hashtags in Tweet in G8:
[73] distancelearning
[16] competencybasedlearning
[15] totallyonline
[15] realworldapplications
[14] highereducation
[14] highered
[14] scholarships
[13] education
[13] onlinelearning
[11] remotelearning

Top Hashtags in Tweet in G9:
[122] distancelearning
[117] educators
[100] librarians
[99] edtech
[88] sel
[88] education
[88] k12
[87] pbl
[86] digcit
[86] iste

Top Hashtags in Tweet in G10:
[86] aiou
[71] aiouactivities
[62] educationforall
[59] distancelearning
[39] aiounews
[38] dpr
[37] aioustudents
[31] aiou_updates
[16] lifeataiou
[14] admissions2022

Top Words
Top Words in Tweet in Entire Graph:
[7966] #distancelearning
[2338] #education
[1974] learning
[1653] online
[1446] #onlinelearning
[1435] course
[1347] students
[1309] more
[1181] lovegaelic
[1121] learn

Top Words in Tweet in G1:
[2646] #distancelearning
[897] learning
[707] online
[602] #education
[514] more
[507] courses
[491] course
[463] students
[442] learn
[426] distance

Top Words in Tweet in G2:
[984] #distancelearning
[868] #lovegaelic
[824] #lovegàidhlig
[822] lovegaelic
[786] #gàidhlig
[723] #learngaelic
[699] jurijkovalenok1
[643] #physics
[618] #gaelic
[610] #education

Top Words in Tweet in G3:
[498] sharemylesson
[438] #distancelearning
[391] aftteach
[354] aftunion
[276] free
[272] #sel
[222] #edchat
[217] #k12
[184] #ss
[176] register

Top Words in Tweet in G4:
[306] #distancelearning
[193] #edtech
[150] stottern
[144] tcea
[131] #educators
[111] #education
[101] learning
[97] #elearning
[95] #onlinelearning
[94] #highered

Top Words in Tweet in G5:
[1106] #distancelearning
[269] #onlinelearning
[229] study
[226] course
[220] travel
[219] home
[203] î
[184] #education
[173] tourism
[171] online

Top Words in Tweet in G6:
[554] #distancelearning
[479] #education
[222] #learning
[214] #onlinelearning
[191] #school
[179] #elearning
[140] #students
[126] #homeschool
[115] course
[114] learning

Top Words in Tweet in G7:
[71] #distancelearning
[65] imohq
[63] learning
[60] imo
[59] launches
[46] #imocourse
[40] platform
[39] #elearning
[28] #maritime
[26] access

Top Words in Tweet in G8:
[73] #distancelearning
[33] learning
[28] more
[28] students
[25] mental
[25] health
[24] 3rteachertrain
[20] learn
[20] online
[17] technology

Top Words in Tweet in G9:
[122] #distancelearning
[117] course
[117] #educators
[116] chart
[116] teaching
[116] essential
[116] skills
[116] tomorrow's
[116] world
[100] #librarians

Top Words in Tweet in G10:
[86] #aiou
[71] #aiouactivities
[62] #educationforall
[61] officialaiou
[59] #distancelearning
[39] #aiounews
[38] #dpr
[37] #aioustudents
[31] #aiou_updates
[30] ø

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[839] #lovegaelic,#lovegàidhlig
[787] #lovegàidhlig,#learngaelic
[686] #learngaelic,#gàidhlig
[642] #physics,#education
[572] distance,learning
[551] #gaelic,#distancelearning
[541] #gàidhlig,#gaelic
[428] chart,course
[428] course,teaching
[428] teaching,essential

Top Word Pairs in Tweet in G1:
[257] distance,learning
[154] learn,more
[150] #lovegaelic,#lovegàidhlig
[150] celebrate,#victory
[150] #victory,over
[150] over,#covid19
[150] #covid19,children
[150] children,celebrate
[150] celebrate,independence
[143] independence,#distancelearning

Top Word Pairs in Tweet in G2:
[689] #lovegaelic,#lovegàidhlig
[652] #lovegàidhlig,#learngaelic
[572] #learngaelic,#gàidhlig
[523] #physics,#education
[483] #gaelic,#distancelearning
[462] #gàidhlig,#gaelic
[259] #distancelearning,#outerhebrides
[249] sincerely,yuri
[215] yuri,kovalenok
[196] #education,#learning

Top Word Pairs in Tweet in G3:
[316] aftunion,aftteach
[170] #sel,aftunion
[104] lesson,plan
[92] #learning,#distancelearning
[80] #distancelearning,#covid19
[80] #distancelearning,#sel
[75] rdene915,chart
[75] chart,course
[75] course,teaching
[75] teaching,essential

Top Word Pairs in Tweet in G4:
[61] #onlineteaching,#distancelearning
[61] #educators,#librarians
[60] #distancelearning,#adjuncts
[59] #adjuncts,#educators
[58] #edtech,#onlinelearning
[57] #elearning,#edtech
[57] #onlinelearning,#highered
[56] rdene915,chart
[56] chart,course
[56] course,teaching

Top Word Pairs in Tweet in G5:
[151] î,î
[139] #itconlinetraining,#distancelearning
[128] #studyfromhome,#distancelearning
[128] study,home
[127] #onlineclasses,#distancelearning
[109] build,#vocabulary
[109] #vocabulary,confidence
[109] confidence,#conversation
[109] #conversation,reading
[108] classes,build

Top Word Pairs in Tweet in G6:
[106] #education,#homeschool
[96] #school,#education
[93] #elearning,#education
[91] #education,#onlinelearning
[79] #homeschool,#distancelearning
[76] #onlinelearning,#distancelearning
[76] #onlinelearning,#learning
[71] #distancelearning,#school
[71] #online,#distancelearning
[70] #learning,#online

Top Word Pairs in Tweet in G7:
[59] imo,launches
[57] imohq,imo
[46] #distancelearning,#imocourse
[40] learning,platform
[39] launches,learning
[39] platform,#distancelearning
[39] #imocourse,#elearning
[20] launches,first
[20] first,free
[20] free,access

Top Word Pairs in Tweet in G8:
[25] mental,health
[20] learn,more
[16] #distancelearning,#competencybasedlearning
[13] #competencybasedlearning,#highereducation
[13] #highereducation,#highered
[13] #highered,#totallyonline
[12] distance,learning
[10] struggling,remote
[10] remote,teaching
[10] teaching,tech

Top Word Pairs in Tweet in G9:
[116] chart,course
[116] course,teaching
[116] teaching,essential
[116] essential,skills
[116] skills,tomorrow's
[116] tomorrow's,world
[116] world,#educators
[100] #educators,#librarians
[90] #edtech,#distancelearning
[86] learn,#digcit

Top Word Pairs in Tweet in G10:
[41] #educationforall,#distancelearning
[32] #aiouactivities,#aioustudents
[31] #aioustudents,#aiou_updates
[31] #aiou_updates,#educationforall
[29] officialaiou,#aiouactivities
[28] #distancelearning,#dpr
[28] #dpr,#aiou
[27] #aiou,#aiounews
[26] #aiounews,#aiouactivities
[23] #aiouactivities,#coms

Top Replied-To
Top Replied-To in Entire Graph:
@wingsindia2022
@usedgov
@sushantnmehta
@drericding
@zoviosolutions
@hrgore
@chasingcoral
@360propd
@msamberchandler
@jlay02

Top Replied-To in G1:
@zoviosolutions
@hrgore
@theamoncarter
@chasingcoral
@3doodler
@ugc_india

Top Replied-To in G2:
@evacorino

Top Replied-To in G3:
@msamberchandler
@360propd

Top Replied-To in G4:
@paris_eiu
@katieshepley22

Top Replied-To in G8:

Top Replied-To in G9:
@usedgov

Top Replied-To in G10:
@microsoftteams

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

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

Top Mentioned in G2:
@lovegaelic
@jurijkovalenok1
@edu5_educator
@elonmusk
@sharemylesson
@distancelrnbot
@pickover
@this0499154500
@engineers_feed
@techamazing

Top Mentioned in G3:
@sharemylesson
@aftteach
@aftunion
@rdene915
@tutorreach
@msamberchandler
@teachersunify
@reimaginemigrat
@woodleylori
@allittakesorg

Top Mentioned in G4:
@stottern
@tcea
@rdene915
@mguhlin
@k6theriver
@preimer
@unesco
@emilyforedu
@westsidehsteach

Top Mentioned in G5:
@youtube
@rdene915
@mrs
@trainingitc
@studyfromhomenz
@outschool
@mackinvia
@jurijkovalenok1
@dibms_mumbai
@sharemylesson

Top Mentioned in G6:
@jurijkovalenok1
@a2p_press
@rdene915
@jurczyk
@green_nerds
@spreaker
@gimstsouto
@imtcdl
@endofimperial
@edu5_educator

Top Mentioned in G7:
@imohq
@wmuhq
@mla_college
@plymuni
@unitar
@cifallondon
@asesdelmar
@shipdiari
@cifalglobal

Top Mentioned in G8:
@3rteachertrain
@carrberrycreate
@stephen50748183
@brookeewayne
@serv_students
@lyndsaybaines1
@traininguob
@elemntrymatters

Top Mentioned in G9:
@iste
@russpoulin
@wcet_info
@rdene915
@usedgov
@lakenbrooks222
@andrewdkaufman
@philonedtech
@itcelearning
@ncsara_news

Top Mentioned in G10:
@officialaiou
@zshan_ali5
@aioukasur
@aiou_drs
@facebookwatch
@malik_tauqir
@zhnaqavi
@aiourcgilgit
@lifeataiou

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@paoloigna1
@andyvermaut
@judehaste_write
@animatorspal
@cybersecurityn8
@jamesroy
@dhinakaranrajan
@mellowcello1
@stigmabasen

Top Tweeters in G1:
@eraser
@ucloudify
@nytimes
@dinamanidaily
@livesmart
@leftboomer
@bot_twlehrerz
@news18guj
@ihirejobalerts
@feralartist

Top Tweeters in G2:
@rahul05ranjan
@fiona_fionnagal
@reartistron
@ajblackston
@gdautoart
@ajiro_s
@2r7q8se3pglpswq
@parvez1
@techcrunch
@cochise561

Top Tweeters in G3:
@belladonamodels
@mentalhealthbo5
@odoylecharlotte
@mijomojo1
@jazzaoxon
@lseefeldt3
@sharebear817
@lilsilverj
@craykain
@gunderwood3

Top Tweeters in G4:
@sectest9
@cybersecurityn8
@fabriciosx
@codewithtwitchi
@flipgrid
@scalarhumanity
@markj_ohnson
@suncemore1
@stem_ai
@codingninjabot

Top Tweeters in G5:
@imbotss
@officesutra
@robotconsumer
@moqil
@ricardomedinao
@ucas_online
@canva
@diversityup
@tweetinmichelle
@ebcrew00

Top Tweeters in G6:
@education_24x7
@botfemale
@lewieb99test
@imagine_garden
@blkhwk0ps
@pythonroboto
@b0tsci
@in_stemm
@bangarangbooks
@hlc_education

Top Tweeters in G7:
@eco1start
@libelula_group
@adam_funama
@lowsulfurbunker
@weincludedorg
@anaali2000
@sdgscolab
@donatellaluisa
@kwakuahenkorah3
@nellisterc

Top Tweeters in G8:
@publictrend
@gulf_news
@maperez324
@theindiagist
@rachelveres
@rabbitthoughts
@umassglobal1
@xrp_smack_xlm
@elemntrymatters
@derbyunionline

Top Tweeters in G9:
@jimmyroybloom
@iamdrwill
@rdene915
@buncee
@indiebookpromos
@rompromocentral
@womenpromo
@insidehighered
@rkelchen
@etkeld

Top Tweeters in G10:
@ch_abdl3
@shakeelahmad644
@microsoftteams
@i_aftabahmad
@moazhaider5
@mramzanzaffar
@facebookwatch
@academiamag
@sairayasmeen122
@m4shokat