distancelearning, Twitter, 6/9/2022 9:20:18 AM, 277959


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distancelearning_2022-06-09_01-15-46.xlsx
distancelearning_2022-06-09_01-15-46.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 09, 2022
Short Description:
distancelearning via NodeXL https://bit.ly/3xzu4cP
@distancelrnbot
@jurijkovalenok1
@sharemylesson
@this0499154500
@jurczyk
@lovegaelic
@imohq
@officialaiou
@kraekerc
@stottern

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

Description:
Description
The graph represents a network of 3,800 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, 09 June 2022 at 08:44 UTC.

The requested start date was Thursday, 09 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 99-day, 14-hour, 55-minute period from Tuesday, 01 March 2022 at 00:33 UTC to Wednesday, 08 June 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 : 3800
Unique Edges : 2569
Edges With Duplicates : 29046
Total Edges : 31615
Number of Edge Types : 5
MentionsInRetweet : 12684
Mentions : 2737
Retweet : 10906
Tweet : 5208
Replies to : 80
Self-Loops : 5319
Reciprocated Vertex Pair Ratio : 0.0343610698365528
Reciprocated Edge Ratio : 0.066439217094631
Connected Components : 199
Single-Vertex Connected Components : 82
Maximum Vertices in a Connected Component : 3311
Maximum Edges in a Connected Component : 30873
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.351711
Graph Density : 0.000385766337401809
Modularity : 0.158096
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 3,800 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, 09 June 2022 at 08:44 UTC.

The requested start date was Thursday, 09 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 99-day, 14-hour, 55-minute period from Tuesday, 01 March 2022 at 00:33 UTC to Wednesday, 08 June 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:
[394] 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://outschool.com/teachers/Elle-O-Keeffe
[75] https://www.dibms.org/
[62] https://www.openstudycollege.com/special-offers?utm_source=twitter&utm_medium=organic&utm_campaign=springsale
[60] https://www.drbruceajohnson.com/blog/2021/12/transformational-educator-dr-j-now-available
[59] https://www.linkedin.com/slink?code=d8VVCVt
[57] https://tlpa.aero/
[51] https://cruiseradio.net/7-cruise-ship-trends-2022/
[41] https://www.imo.org/en/MediaCentre/Pages/WhatsNew-1706.aspx
[38] to

Top URLs in Tweet in G1:
[98] 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://outschool.com/teachers/Elle-O-Keeffe
[59] https://www.linkedin.com/slink?code=d8VVCVt
[57] https://tlpa.aero/
[37] https://www.drbruceajohnson.com/blog/2021/12/transformational-educator-dr-j-now-available
[35] https://www.trustteach.com/
[31] https://www.dibms.org/
[25] https://cruiseradio.net/7-cruise-ship-trends-2022/
[17] https://trustteach.com/
[15] https://sbusinesslondon.ac.uk/

Top URLs in Tweet in G2:
[30] https://t.me/YuriKovalenok
[29] https://www.sgoilghaidhliginnsegall.com/
[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
[28] https://www.imtcdl.ac.in/
[26] https://ramc-india.org.in/
[26] https://www.lovegaelic.com/c%C3%B9rsaro%C3%ACre
[18] https://www.milirgroupofinstitutions.com/
[16] https://viewauthor.at/AEPressfield
[15] https://www.youtube.com/shorts/e9VcB0_EIe0

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


Top URLs in Tweet in G3:
[267] 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
[44] https://www.dibms.org/
[21] https://www.drbruceajohnson.com/blog/2021/12/transformational-educator-dr-j-now-available
[18] https://www.drbruceajohnson.com/blog/2021/03/discover-how-transform-online-teaching
[18] https://www.crbtech.in/
[16] https://www.leaderseducation.org/
[13] https://greenuninet.eu/
[13] 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

Top URLs in Tweet in G4:
[21] https://sharemylesson.com/blog/reading-tips-for-parents
[21] https://sharemylesson.com/webinars/5-adult-sel-muscles
[13] https://www.tutorreach.com/tutoring
[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.tutorreach.com/
[7] https://sharemylesson.com/webinars/addressing-students-needs
[7] https://sharemylesson.com/teaching-resource/literacy-content-areas-400427

Top URLs in Tweet in G5:
[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/
[1] https://www.verlagdrkovac.de/978-3-339-12878-2.htm
[1] https://www.wiseattend.com/wiseproctor
[1] https://note.com/00000000001/n/ne4043aecf2d4
[1] https://www.lincoln.ac.uk/home/lbs/distancelearning/wbdl-info/wbdl-info-event/
[1] http://www.lincoln.ac.uk/lbs/distancelearning/wbdl-info-events/armed-forces-info-event

Top URLs in Tweet in G6:
[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://twitter.com/i/web/status/1513092189529722882
[1] https://twitter.com/zshan_ali5/status/1527260910569521153
[1] https://twitter.com/i/web/status/1518100304931270657
[1] https://tutor.aiou.edu.pk/
[1] https://www.facebook.com/watch/?v=398336375516360&ref=sharing

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://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
[1] https://www.wmu.se/distance-learning?utm_source=twitter&utm_medium=organic&utm_campaign=27+April&utm_id=Distance+Learning
[1] https://gsouto-digitalteacher.blogspot.com/2015/03/education-anna-atkins-botanist-and-1st.html#.YjJnBfq0bWk.twitter

Top URLs in Tweet in G8:
[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=6e8984f0-a8a1-11ec-9b52-fa163eed9ef2
[1] https://247learn.com/?share_id=fcfeffd0-9956-11ec-a254-fa163eed9ef2
[1] https://247learn.com/?share_id=91cda3f0-99bb-11ec-9b52-fa163eed9ef2
[1] https://247learn.com/?share_id=4258a760-9a20-11ec-9b52-fa163eed9ef2
[1] https://247learn.com/?share_id=57f5b260-9ae9-11ec-9b52-fa163eed9ef2
[1] https://247learn.com/?share_id=e97ca590-9b4d-11ec-9b52-fa163eed9ef2

Top URLs in Tweet in G9:
[9] https://www.chalkbeat.org/2022/6/6/23153483/big-school-districts-virtual-learning-fall-2022?utm_source=Chalkbeat&utm_campaign=9dd908a1e3-Colorado+Sticking+around+Most+big+districts+will+o&utm_medium=email&utm_term=0_9091015053-9dd908a1e3-1296431230
[7] https://www.facebook.com/login/?next=https%3A%2F%2Fwww.facebook.com%2Fgroups%2FSupportforOnlineLearning
[6] https://www.edutopia.org/article/5-ways-help-neurodiverse-students-improve-executive-function-skills
[6] https://www.scholastic.com/parents/books-and-reading/raise-a-reader-blog/teacher-tips-summer-reading-routine.html
[5] https://www.thecttl.org/2020/03/20/research-informed-distance-learning-tips-for-parents/?fbclid=IwAR0fK-a6gh0HjT73IJp7NmGJqyYvV5L--zOgNMkmcgursRW66e138yvpi4s
[4] https://www.internationalwomensday.com/School-Resources
[4] https://activeforlife.com/active-silly-games/
[4] https://www.connectionsacademy.com/support/resources/article/10-computer-keyboard-shortcuts-and-other-tips-for-kids?utm_campaign=ThoughtLeadership
[4] https://www.scholastic.com/earthday/index.html?eml=SCM%2Fsmpd%2F20220412%2FFB%2FEarthDay%2FTeachers%2FAd1&fbclid=IwAR1oN4uEBmIs5dpxBlg4CiNrvlzshntYW5RtVPZt7TjsA9bpblXuXd68lvQ
[4] https://www.learningliftoff.com/tips-scheduling-online-school-day/#.YoLkbK8sAgE.twitter

Top URLs in Tweet in G10:
[4] https://www.nc-sara.org/news-events/new-sara-quick-start-guides-added
[2] https://wcet.wiche.edu/events/wcet-34th-annual-meeting
[2] https://intc.memberclicks.net/distance-education-leadership-academy
[1] https://workforcenow.adp.com/mascsr/default/mdf/recruitment/recruitment.html?cid=430819b8-e7b9-4a41-bdbc-a5befa4c0c06&ccId=19000101_000001&lang=en_US&selectedMenuKey=CareerCenter
[1] https://twitter.com/i/web/status/1505943311898464256
[1] https://twitter.com/PhilOnEdTech/status/1512038624019292164
[1] https://www.gao.gov/products/gao-22-104463
[1] https://fsapartners.ed.gov/sites/default/files/attachments/dpcletters/GEN1105.pdf
[1] https://wcet.wiche.edu/frontiers/2022/02/22/federal-policy-surprises-updates-and-a-call-to-action/
[1] https://onlinelibrary.wiley.com/doi/10.1002/pits.22685?cookieSet=1

Top Domains
Top Domains in Tweet in Entire Graph:
[832] twitter.com
[712] youtube.com
[413] t.me
[411] amazon.com
[399] sharemylesson.com
[254] blogspot.com
[239] 247learn.com
[177] openstudycollege.com
[165] drbruceajohnson.com
[163] outschool.com

Top Domains in Tweet in G1:
[251] youtube.com
[234] twitter.com
[143] outschool.com
[104] t.me
[98] amazon.com
[95] 247learn.com
[93] blogspot.com
[87] linkedin.com
[81] drbruceajohnson.com
[64] trustteach.com

Top Domains in Tweet in G2:
[359] youtube.com
[281] t.me
[140] blogspot.com
[133] twitter.com
[124] lovegaelic.com
[98] getbook.at
[43] sgoilghaidhliginnsegall.com
[37] creator-spring.com
[32] ac.in
[28] amazon.com

Top Domains in Tweet in G3:
[277] amazon.com
[110] twitter.com
[82] tcea.org
[82] drbruceajohnson.com
[71] youtube.com
[48] dibms.org
[33] gosignmeup.com
[25] t.me
[20] outschool.com
[18] crbtech.in

Top Domains in Tweet in G4:
[384] sharemylesson.com
[40] twitter.com
[21] tutorreach.com
[6] pkdofe.com
[5] aft.org
[2] ac.uk
[1] echoesandreflections.org
[1] tutoreach.com
[1] forwardtogetherco.com

Top Domains in Tweet in G5:
[13] twitter.com
[9] google.com
[4] ac.uk
[4] opportunity.ng
[3] fiitjeenonclassroomprograms.com
[3] amazon.com
[3] 3rteachertraining.com
[2] goheriqbalpunn.com
[2] amzn.to
[1] verlagdrkovac.de

Top Domains in Tweet in G6:
[20] edu.pk
[8] twitter.com
[5] facebook.com

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

Top Domains in Tweet in G8:
[116] 247learn.com
[11] twitter.com

Top Domains in Tweet in G9:
[25] twitter.com
[14] facebook.com
[11] scholastic.com
[10] chalkbeat.org
[7] connectionsacademy.com
[6] edutopia.org
[6] earthday.org
[5] sachartermoms.com
[5] thecttl.org
[4] internationalwomensday.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[8086] distancelearning
[2413] education
[1434] onlinelearning
[976] lovegaelic
[961] learning
[930] elearning
[886] lovegàidhlig
[855] gàidhlig
[840] physics
[777] learngaelic



Top Hashtags in Tweet in G1:
[2788] distancelearning
[610] education
[356] onlinelearning
[330] elearning
[278] onlineclasses
[273] learning
[188] covid19
[186] onlinecourses
[184] lovegaelic
[182] school

Top Hashtags in Tweet in G2:
[1521] distancelearning
[1084] education
[791] lovegaelic
[728] lovegàidhlig
[706] gàidhlig
[698] physics
[648] learngaelic
[557] gaelic
[391] learning
[300] outerhebrides

Top Hashtags in Tweet in G3:
[906] distancelearning
[351] educators
[350] edtech
[309] education
[282] onlinelearning
[262] librarians
[201] elearning
[166] k12
[112] highered
[107] sel

Top Hashtags in Tweet in G4:
[411] distancelearning
[275] sel
[224] edchat
[180] ss
[180] k12
[110] readingopenstheworld
[94] covid19
[93] learning
[87] prek12
[78] pd

Top Hashtags in Tweet in G5:
[61] distancelearning
[20] education
[17] onlinelearning
[14] remotelearning
[11] edtech
[10] elearning
[10] virtuallearning
[9] digitallearning
[9] onlinecourses
[7] technology

Top Hashtags in Tweet in G6:
[86] aiou
[61] aiouactivities
[53] educationforall
[48] distancelearning
[37] dpr
[36] aiounews
[28] aioustudents
[24] aiou_updates
[15] lifeataiou
[15] careerguide

Top Hashtags in Tweet in G7:
[68] distancelearning
[59] imocourse
[39] elearning
[23] maritime
[17] energy
[3] capacitación
[2] online
[2] decarbonization
[2] ghg
[2] shipping

Top Hashtags in Tweet in G8:
[116] elearning
[106] distancelearning
[101] onlinelearning
[101] school
[101] virtuallearning
[101] cbt
[101] wbt
[101] college
[101] university
[101] onlinedegree

Top Hashtags in Tweet in G9:
[149] onlinelearning
[120] distancelearning
[74] education
[55] homeschooling
[52] parenting
[37] digitallearning
[34] teaching
[22] edtech
[21] parents
[16] schoolchoice

Top Hashtags in Tweet in G10:
[40] highered
[30] distancelearning
[29] opm
[25] onlinelearning
[9] edpolicy
[9] leadership
[7] stateauthorization
[7] edtech
[7] digitalearning
[6] wcet2022

Top Words
Top Words in Tweet in Entire Graph:
[8081] #distancelearning
[2416] #education
[1952] learning
[1667] online
[1433] #onlinelearning
[1423] course
[1302] students
[1282] more
[1118] lovegaelic
[1100] learn

Top Words in Tweet in G1:
[2786] #distancelearning
[877] learning
[722] online
[614] #education
[520] more
[502] courses
[488] course
[461] students
[446] learn
[407] distance

Top Words in Tweet in G2:
[1519] #distancelearning
[1084] #education
[791] #lovegaelic
[781] jurijkovalenok1
[779] lovegaelic
[728] #lovegàidhlig
[706] #gàidhlig
[697] #physics
[648] #learngaelic
[557] #gaelic

Top Words in Tweet in G3:
[906] #distancelearning
[350] #educators
[345] #edtech
[309] #education
[296] course
[290] teaching
[282] #onlinelearning
[276] skills
[275] world
[272] essential

Top Words in Tweet in G4:
[535] sharemylesson
[411] #distancelearning
[411] aftteach
[374] aftunion
[296] free
[275] #sel
[230] register
[224] #edchat
[180] webinar
[180] #ss

Top Words in Tweet in G5:
[61] #distancelearning
[28] more
[28] learning
[25] students
[25] mental
[25] health
[23] 3rteachertrain
[20] #education
[19] learn
[18] technology

Top Words in Tweet in G6:
[86] #aiou
[69] officialaiou
[61] #aiouactivities
[53] #educationforall
[48] #distancelearning
[45] aiou
[37] #dpr
[36] #aiounews
[30] ø
[28] #aioustudents

Top Words in Tweet in G7:
[68] #distancelearning
[64] imohq
[62] learning
[60] imo
[59] launches
[46] #imocourse
[40] platform
[39] #elearning
[26] access
[24] wmuhq

Top Words in Tweet in G8:
[116] check
[116] latest
[116] learning
[116] news
[116] resources
[116] updated
[116] daily
[116] #elearning
[106] #distancelearning
[101] #onlinelearning

Top Words in Tweet in G9:
[187] parents4support
[149] #onlinelearning
[120] #distancelearning
[79] learning
[74] #education
[73] parent
[55] #homeschooling
[52] students
[52] #parenting
[51] exchange

Top Words in Tweet in G10:
[40] #highered
[38] russpoulin
[30] #distancelearning
[30] report
[29] #opm
[26] institutions
[25] #onlinelearning
[25] long
[23] government
[23] accounting

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[750] #lovegaelic,#lovegàidhlig
[670] #lovegàidhlig,#learngaelic
[642] #physics,#education
[580] #learngaelic,#gàidhlig
[556] distance,learning
[505] #gaelic,#distancelearning
[445] #gàidhlig,#gaelic
[396] teaching,essential
[394] chart,course
[394] course,teaching

Top Word Pairs in Tweet in G1:
[242] distance,learning
[173] celebrate,#victory
[173] #victory,over
[173] over,#covid19
[173] #covid19,children
[173] children,celebrate
[173] celebrate,independence
[166] independence,#distancelearning
[157] #onlineclasses,#distancelearning
[157] î,î

Top Word Pairs in Tweet in G2:
[619] #lovegaelic,#lovegàidhlig
[562] #lovegàidhlig,#learngaelic
[540] #physics,#education
[490] #learngaelic,#gàidhlig
[447] #gaelic,#distancelearning
[387] #gàidhlig,#gaelic
[265] #distancelearning,#outerhebrides
[254] sincerely,yuri
[246] #education,#distancelearning
[216] yuri,kovalenok

Top Word Pairs in Tweet in G3:
[267] chart,course
[267] course,teaching
[267] teaching,essential
[267] essential,skills
[267] skills,tomorrow's
[267] tomorrow's,world
[267] world,#educators
[262] #educators,#librarians
[168] rdene915,chart
[151] î,î

Top Word Pairs in Tweet in G4:
[325] aftunion,aftteach
[165] #sel,aftunion
[101] lesson,plan
[94] #distancelearning,#covid19
[85] register,today
[77] #distancelearning,aftunion
[76] #learning,#distancelearning
[73] #distancelearning,#sel
[70] #edchat,#distancelearning
[68] free,webinar

Top Word Pairs in Tweet in G5:
[25] mental,health
[18] learn,more
[10] distance,learning
[9] tired,firehouse
[9] firehouse,technology
[9] technology,drink
[9] drink,learning
[9] learning,need
[9] need,pace
[9] struggling,remote

Top Word Pairs in Tweet in G6:
[32] #educationforall,#distancelearning
[27] #dpr,#aiou
[26] #distancelearning,#dpr
[26] #aiou,#aiounews
[25] #aiouactivities,#aioustudents
[25] #aiounews,#aiouactivities
[24] #aioustudents,#aiou_updates
[24] #aiou_updates,#educationforall
[24] university,turkey
[23] officialaiou,#aiouactivities

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:
[116] check,latest
[116] latest,learning
[116] learning,news
[116] news,resources
[116] resources,updated
[116] updated,daily
[116] daily,#elearning
[105] #elearning,#distancelearning
[101] #distancelearning,#onlinelearning
[101] #onlinelearning,#school

Top Word Pairs in Tweet in G9:
[80] #onlinelearning,#distancelearning
[51] parent,exchange
[45] #distancelearning,#homeschooling
[28] virtual,learning
[26] learn,more
[26] #parenting,#teaching
[25] #distancelearning,#digitallearning
[23] #homeschooling,#parenting
[22] teacher,appreciation
[22] appreciation,week

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:
@drericding
@openstudycoll
@wingsindia2022
@usedgov
@sushantnmehta
@zoviosolutions
@hrgore
@chasingcoral
@360propd
@msamberchandler

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

Top Replied-To in G3:
@360propd
@katieshepley22

Top Replied-To in G4:
@msamberchandler
@vicpasquantonio

Top Replied-To in G5:
@absorb_online

Top Replied-To in G6:
@microsoftteams

Top Replied-To in G10:
@usedgov

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

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

Top Mentioned in G2:
@jurijkovalenok1
@lovegaelic
@edu5_educator
@youtube
@a2p_press
@elonmusk
@jurczyk
@mrs
@pickover
@rdene915

Top Mentioned in G3:
@rdene915
@stottern
@tcea
@iste
@mguhlin
@sharemylesson
@k6theriver
@youtube
@preimer
@edsby

Top Mentioned in G4:
@sharemylesson
@aftteach
@aftunion
@teachersunify
@tutorreach
@msamberchandler
@reimaginemigrat
@woodleylori
@allittakesorg
@journeysinfilm

Top Mentioned in G5:
@3rteachertrain
@carrberrycreate
@stephen50748183
@brookeewayne
@serv_students
@lyndsaybaines1
@traininguob

Top Mentioned in G6:
@officialaiou
@zshan_ali5
@aiou_drs
@malik_tauqir
@zhnaqavi
@facebookwatch
@aiourcgilgit
@aioukasur
@lifeataiou

Top Mentioned in G7:
@imohq
@wmuhq
@asesdelmar
@shipdiari
@green_nerds

Top Mentioned in G8:
@jurczyk
@aglowstocknews
@stigmabasen
@boingboing
@insidethegames
@shinasmith7
@astockwatch1
@g_insider
@ulstergrocer
@datapronetwork

Top Mentioned in G9:
@parents4support
@tillieelvrum
@kaipodco
@lcvirtualschool
@sachartermoms
@scholastic
@nickiesimonetti
@strongmindedu
@learningliftoff
@veranolearning

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

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

Top Tweeters in G1:
@eraser
@ml_tweet_bot
@nytimes
@ucloudify
@dinamanidaily
@livesmart
@intrinsicworld
@alicekeeler
@leftboomer
@bot_twlehrerz

Top Tweeters in G2:
@education_24x7
@fiona_fionnagal
@regamertron
@reartistron
@gdautoart
@lewieb99test
@imagine_garden
@deuce1042
@techcrunch
@b0tsci

Top Tweeters in G3:
@sectest9
@cybersecurityn8
@fabriciosx
@codewithtwitchi
@botfordev
@blkhwk0ps
@indieangles
@flipgrid
@superteamup
@iamdrwill

Top Tweeters in G4:
@belladonamodels
@mentalhealthbo5
@odoylecharlotte
@mijomojo1
@jazzaoxon
@lseefeldt3
@sharebear817
@lilsilverj
@craykain
@gunderwood3

Top Tweeters in G5:
@publictrend
@gulf_news
@maperez324
@theindiagist
@honieebean
@rachelveres
@rabbitthoughts
@umassglobal1
@xrp_smack_xlm
@derbyunionline

Top Tweeters in G6:
@shakeelahmad644
@ch_abdl3
@microsoftteams
@i_aftabahmad
@moazhaider5
@mramzanzaffar
@facebookwatch
@umar78384718
@academiamag
@sairayasmeen122

Top Tweeters in G7:
@libelula_group
@adam_funama
@lowsulfurbunker
@anaali2000
@donatellaluisa
@kwakuahenkorah3
@nellisterc
@intelimar1
@drfarahfaizal
@jobseekersclub

Top Tweeters in G8:
@paoloigna1
@andyvermaut
@stigmabasen
@seekingalpha
@lucas_wyrsch
@abc13houston
@spacedaduni
@johnlothian
@insidethegames
@bitech

Top Tweeters in G9:
@citizenstewart
@moms4edfreedom
@lewis1jj
@scholastic
@1in5advocacy
@momgiggles
@slegaspi
@sachartermoms
@tillieelvrum
@chalkbeat

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