onlinelearning, Twitter, 4/30/2020 3:25:33 PM, 225874


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onlinelearning Twitter NodeXL SNA Map and Report for Thursday, 30 April 2020 at 05:33 UTC
onlinelearning Twitter NodeXL SNA Map and Report for Thursday, 30 April 2020 at 05:33 UTC
From:
SMRFoundation
Uploaded on:
April 30, 2020
Short Description:
onlinelearning via NodeXL https://bit.ly/2xmMKjH
@hollyclarkedu
@markj_ohnson
@jmattmiller
@scalarhumanity
@amolarora
@eraser
@zoom_us
@googleforedu
@fmfrancoise
@lingoda

Top hashtags:
#onlinelearning
#remotelearning
#education
#elearning
#covid19
#distancelearning

Description:
Description
The graph represents a network of 15,969 Twitter users whose recent tweets contained "onlinelearning", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Thursday, 30 April 2020 at 07:25 UTC.

The tweets in the network were tweeted over the 6-day, 21-hour, 22-minute period from Thursday, 23 April 2020 at 08:08 UTC to Thursday, 30 April 2020 at 05:30 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 : 15969
Unique Edges : 20646
Edges With Duplicates : 7879
Total Edges : 28525
Number of Edge Types : 5
Retweet : 9366
MentionsInRetweet : 6959
Tweet : 6461
Mentions : 5311
Replies to : 428
Self-Loops : 6699
Reciprocated Vertex Pair Ratio : 0.0422221013112792
Reciprocated Edge Ratio : 0.081023231532237
Connected Components : 4432
Single-Vertex Connected Components : 2378
Maximum Vertices in a Connected Component : 5447
Maximum Edges in a Connected Component : 12585
Maximum Geodesic Distance (Diameter) : 22
Average Geodesic Distance : 7.636381
Graph Density : 7.51197115252485E-05
Modularity : 0.696185
NodeXL Version : 1.0.1.432
Data Import : The graph represents a network of 15,969 Twitter users whose recent tweets contained "onlinelearning", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Thursday, 30 April 2020 at 07:25 UTC.

The tweets in the network were tweeted over the 6-day, 21-hour, 22-minute period from Thursday, 23 April 2020 at 08:08 UTC to Thursday, 30 April 2020 at 05:30 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 : TwitterSearch
Graph Term : onlinelearning
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 : In-Degree

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[123] http://r.socialstudio.radian6.com/f46d6802-fe5f-4255-952a-177458b932d1
[87] https://www.hollyclark.org/2020/04/25/infusing-flipgrid-into-your-classroom/
[31] https://twitter.com/MommaUnfiltered/status/1251855748876898306
[27] https://twitter.com/PMPWorkshops
[27] https://www.thruskills.com/
[16] https://make2learn.tinkergen.com/
[15] http://people.uis.edu/rschr1/onlinelearning/
[15] https://www.bernama.com/en/general/news.php?id=1835846
[14] https://www.iste.org/explore/learning-during-covid-19/3-ways-make-remote-learning-more-engaging
[13] https://sites.google.com/nvnet.org/onlinelearning

Top URLs in Tweet in G1:
[20] https://twitter.com/PMPWorkshops
[15] http://people.uis.edu/rschr1/onlinelearning/
[11] https://willowcollege.com/interior-decorating-photo-week-day-seven-color/
[9] http://pinnaclecharterschools.com/
[8] http://www.oirwa.com/forum/campus/#MAY
[7] http://www.oirwa.com/forum/workshop-registration/
[7] https://www.avaiil.com
[7] https://thucchien.shopeemaster.vn/
[7] https://codevidhya.com/
[6] https://blog.tcea.org/listenwise/

Top URLs in Tweet in G2:
[80] https://www.hollyclark.org/2020/04/25/infusing-flipgrid-into-your-classroom/
[7] https://catlintucker.com/2020/04/the-balance-distance-learning-mini-episode-2/
[6] https://www.hollyclark.org/2020/04/21/virtual-learning-ideas/
[5] https://www.amazon.com/dp/B087F3XDKW
[4] https://ditchthattextbook.com/no-internet-remote-learning/
[4] https://www.youtube.com/watch?v=DrprhqF1lnM

[3] https://catlintucker.com/2020/04/add-au
[3] https://twitter.com/Screencastify/status/1253835386608066562
[3] https://www.hollyclark.org/2020/04/21/video-conference-ideas/
[2] https://docs.google.com/document/d/13nBGD4uRwc2GUGD6oyBOPoyMjDqdmo3objT0b65uteY/preview

Top URLs in Tweet in G3:
[13] https://sites.google.com/nvnet.org/onlinelearning
[9] https://shatinjunior.padlet.org/steark11/vxt8mza3jeoxn92w
[9] https://www.youtube.com/watch?v=pFL517MpgOc&feature=youtu.be

[6] https://medium.com/swlh/14-messages-your-team-needs-to-hear-right-now-331a405d43d8
[6] https://www.leviallison.com/music-during-online-learning/
[6] https://belouga.org/series/episode/da1020e4-316b-44db-9935-0f5d1b8b20d7
[6] https://www.eschoolnews.com/2020/03/18/7-cool-and-slightly-funky-ted-ed-lessons/?utm_content=buffer536a9&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[5] https://www.leviallison.com/
[5] https://www.linkedin.com/events/freewebinar-standardizedtestingincovid-19times-wha/
[5] https://michaelbhorn.substack.com/

Top URLs in Tweet in G4:
[26] https://www.thruskills.com/
[16] https://make2learn.tinkergen.com/
[11] https://www.forbesmiddleeast.com/ar/innovation/opinion/%D9%83%D9%8A%D9%81-%D9%8A%D8%A8%D8%AF%D9%88-%D9%85%D8%B3%D8%AA%D9%82%D8%A8%D9%84-%D8%A7%D9%84%D9%85%D8%AF%D8%A7%D8%B1%D8%B3-%D9%81%D9%8A-%D8%B9%D8%A7%D9%85-2030
[10] https://techdevacademy.com/
[9] https://techdevacademy.com
[9] https://www.learntestautomation.com/
[6] https://techzenik.com/product/online-stem-class/
[6] http://hitachi.mgrmnet.com/
[6] https://www.eccouncil.org/free-cybersecurity-resources/?utm_source=free-resources&utm_medium=ECC-social-media
[5] https://www.fiverr.com/falexdesigns

Top URLs in Tweet in G5:
[6] https://www.lapizdigital.com/elearning-solutions/
[5] https://www.scrtracker.com/blog/a-full-tool-kit-to-ace-your-home-learning-needs
[2] http://free.aicte-india.org
[2] https://www.youtube.com/watch?v=Os31iASZFUs&feature=youtu.be

[2] https://indianexpress.com/article/education/coronavirus-what-kind-of-challenges-teachers-are-facing-in-online-module-nitdgp-ac-in-iitkgp-ac-in-6342278/
[2] https://www.youtube.com/watch?v=up9w1SFNTCc&feature=youtu.be

[2] https://www.youtube.com/RakeshPandeybhu
[2] https://www.ukibc.com/ukibc-write-to-mhrd-to-collaborate-with-uk-in-online-learning/
[2] https://www.ndtv.com/education/iim-ahmedabad-e-inaugurates-its-15th-batch-of-mba-pgpx-2216351?amp=1&akamai-rum=off
[1] https://www.coursera.org/coronavirus/

Top URLs in Tweet in G6:
[6] https://www.eu-atlas.org/education/education-packs/taxonomy-challenge
[3] https://teachonline.ca/about-us/newsroom/online-learning-news-april-29-2020
[2] https://epale.ec.europa.eu/en/blog/envisioning-future-digitally-empowered-adult-education-trainers-post-covid-world
[2] https://ec.europa.eu/education/resources-and-tools/coronavirus-online-learning-resources_en?fbclid=IwAR34t9WIl_p0y183LUEb3TMVuoeATTQm8hg-gma4L_-tG2zGcf0oWMPgqw4
[2] https://institute.ctlt.ubc.ca/remote-teaching-institute/
[2] https://www.appyourschool.eu/the-project/
[2] https://twitter.com/ErasmusplusJeun/status/1240266266465710081
[2] https://ec.europa.eu/education/resources-and-tools/coronavirus-online-learning-resources/eu-funded-projects_en
[2] https://www.tonybates.ca/2020/04/15/online-enrolments-after-covid-19-a-prediction-part-1/
[2] https://studyonline.ca/program/early-childhood-education-full-time-contact-north

Top URLs in Tweet in G7:
[13] https://www.iste.org/explore/learning-during-covid-19/3-ways-make-remote-learning-more-engaging
[4] https://www.compasscharters.org/enrollment/enrollment-events/
[4] https://www.iste.org/explore/Professional-development/4-tips-for-creating-successful-online-content
[3] https://sites.google.com/site/ddlaect/ddlawards
[3] https://mimio.boxlight.com/events-webinars/?utm_content=127174935&utm_medium=social&utm_source=twitter&hss_channel=tw-59165969#webinars
[3] https://www.lbq.org/home
[3] https://middlesex.computerxplorers.co.uk/what-we-do/online-computing-clubs
[3] https://www.jamaicaplainnews.com/2020/04/24/qa-curley-school-principal-talks-about-students-staff-adapting-to-online-learning/209931
[2] https://toucanshmps2020.wordpress.com/2020/04/23/fabulous-friday-24-04-20/
[2] https://toucanshmps2020.wordpress.com/2020/04/26/mesmerizing-monday-27-04-20/

Top URLs in Tweet in G8:
[4] https://www.ucem.ac.uk/study-with-ucem/undergraduate/
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=225417
[3] https://www.theguardian.com/education/2020/apr/25/degrees-of-separation-can-universities-adapt-in-the-rush-to-online-learning
[3] https://www.ucem.ac.uk/study-with-ucem/undergraduate/bsc-year-13-access-module/
[2] https://twitter.com/i/moments/1243476518740910082
[2] http://simonhorrocks.net/systematic/
[2] https://twitter.com/mweller/status/1253307899381678080
[2] https://twitter.com/neilmosley5/status/1255015855127232513
[2] https://www.bera.ac.uk/blog/what-you-need-to-know-to-get-the-best-from-online-education-a-bjet-jcal-virtual-special-issue
[2] https://blog.ucem.ac.uk/onlineeducation/posts/1650

Top URLs in Tweet in G9:
[7] https://www.skillshare.com/classes/Lets-master-British-English-pronunciation/673265940?teacherRef=518891468&via=teacher-referral&utm_campaign=teacher-referral&utm_source=ShortUrl&utm_medium=teacher-referral
[5] https://www.skillshare.com/classes/Lets-Master-British-English-Slang-Colloquialisms/1218001307?teacherRef=518891468&via=teacher-referral&utm_campaign=teacher-referral&utm_source=ShortUrl&utm_medium=teacher-referral
[4] https://javarevisited.blogspot.com/2020/04/is-it-possible-to-get-master-of-computer-science-degree-online-coursera.html#.XqgxegjWpNI.twitter
[4] https://www.youtube.com/watch?v=W5C9dod-r6k&feature=youtu.be

[3] https://www.cnbc.com/2020/04/24/coursera-offers-unemployed-workers-thousands-of-free-online-courses.html
[3] https://www.skillshare.com/classes/Writing-Your-First-Novel-Part-1-The-Novel-Prep-Sheet/17180396?teacherRef=2969290&via=teacher-referral&utm_campaign=teacher-referral&utm_source=Twitter&utm_medium=teacher-referral
[3] https://platform.onlinelearning.upenn.edu/
[2] https://www.youtube.com/watch?v=RN_Kk2wolIA&feature=youtu.be

[2] https://insights.digitalmediasolutions.com/articles/language-apps-usage-covid19?utm_content=127499900&utm_medium=social&utm_source=twitter&hss_channel=tw-1965814579
[2] https://twitter.com/shakira/status/1253351137866104834

Top URLs in Tweet in G10:
[8] https://edtechmagazine.com/higher/k12/article/2019/10/modern-classrooms-clear-way-new-pedagogies-higher-education?utm_source=dlvr.it&utm_medium=twitter
[8] https://www.deferrers.com/ebooks
[8] https://hbswk.hbs.edu/item/6-skills-that-wise-companies-harness-for-world-changing-innovation?utm_source=dlvr.it&utm_medium=twitter#Education
[7] https://edtechmagazine.com/higher/article/2020/01/3-factors-consider-developing-your-college-esports-program?utm_source=dlvr.it&utm_medium=twitter
[7] https://learningsolutionsmag.com/articles/are-you-doing-learning-engineering-or-instructional-design?utm_source=dlvr.it&utm_medium=twitter
[7] https://edtechmagazine.com/higher/k12/article/2019/11/are-colleges-and-universities-meeting-online-learning-challenge?utm_source=dlvr.it&utm_medium=twitter
[7] https://www.eschoolnews.com/2020/01/02/multimedia-learning-tools-classrooms/?utm_source=dlvr.it&utm_medium=twitter
[5] https://www.insidehighered.com/digital-learning/article/2020/04/22/how-professors-changed-their-teaching-springs-shift-remote
[4] https://edtechteacher.org/
[4] https://www.facebook.com/events/266387704517191/

Top Domains
Top Domains in Tweet in Entire Graph:
[812] twitter.com
[626] youtube.com
[169] co.uk
[161] linkedin.com
[145] radian6.com
[126] instagram.com
[113] iammarketingmedia.com
[108] google.com
[105] hollyclark.org
[90] blogspot.com

Top Domains in Tweet in G1:
[174] twitter.com
[173] youtube.com
[91] instagram.com
[71] linkedin.com
[57] co.uk
[32] uis.edu
[19] co.za
[19] google.com
[18] facebook.com
[18] pm-workshops.com

Top Domains in Tweet in G2:
[96] hollyclark.org
[17] youtube.com
[12] twitter.com
[11] catlintucker.com
[10] ditchthattextbook.com
[9] amazon.com
[6] google.com
[5] onlinelearningideas.com
[3] slidesmania.com
[3] apple.news

Top Domains in Tweet in G3:
[53] eschoolnews.com
[32] twitter.com
[22] youtube.com
[18] google.com
[12] leviallison.com
[9] padlet.org
[6] medium.com
[6] tcea.org
[6] belouga.org
[6] eduonix.com

Top Domains in Tweet in G4:
[26] thruskills.com
[19] techdevacademy.com
[16] tinkergen.com
[12] twitter.com
[12] youtube.com
[11] cospaces.io
[11] forbesmiddleeast.com
[9] learntestautomation.com
[8] eccouncil.org
[6] youtu.be

Top Domains in Tweet in G5:
[23] youtube.com
[6] lapizdigital.com
[5] twitter.com
[5] scrtracker.com
[4] facebook.com
[4] ukibc.com
[2] aicte-india.org
[2] org.uk
[2] indianexpress.com
[2] yoyocial.news

Top Domains in Tweet in G6:
[16] twitter.com
[14] europa.eu
[7] eu-atlas.org
[5] topuniversities.com
[4] erasmusplus-jeunesse.fr
[4] teachonline.ca
[3] youtube.com
[3] ubc.ca
[3] tonybates.ca
[2] daad.de

Top Domains in Tweet in G7:
[24] twitter.com
[19] iste.org
[8] youtube.com
[8] blogspot.com
[5] compasscharters.org
[5] wordpress.com
[5] 42lines.net
[5] boxlight.com
[4] zoom.us
[4] bit.ly

Top Domains in Tweet in G8:
[28] twitter.com
[26] ac.uk
[4] nodexlgraphgallery.org
[3] theguardian.com
[2] simonhorrocks.net
[2] linkedin.com
[2] co.uk
[2] eventbrite.es
[1] medium.com
[1] nytimes.com

Top Domains in Tweet in G9:
[46] youtube.com
[17] skillshare.com
[13] twitter.com
[9] upenn.edu
[5] digitalmediasolutions.com
[4] blogspot.com
[3] cnbc.com
[2] linkedin.com
[2] co.uk
[2] learnenglishin.com

Top Domains in Tweet in G10:
[22] edtechmagazine.com
[12] twitter.com
[9] deferrers.com
[9] hbs.edu
[8] eschoolnews.com
[7] learningsolutionsmag.com
[6] gov.au
[5] insidehighered.com
[4] edtechteacher.org
[4] facebook.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[11378] onlinelearning
[1186] remotelearning
[1121] education
[871] elearning
[853] covid19
[852] distancelearning
[740] onlineclasses
[596] edtech
[501] learning
[416] onlineteaching



Top Hashtags in Tweet in G1:
[3101] onlinelearning
[342] onlineclasses
[264] education
[236] covid19
[233] elearning
[153] remotelearning
[148] learning
[123] distancelearning
[113] online
[100] stayhome

Top Hashtags in Tweet in G2:
[377] onlinelearning
[357] remotelearning
[182] distancelearning
[151] remoteteaching
[89] infusedclassroom
[42] ditchbook
[35] elearning
[24] satchat
[21] microsoftedu
[16] flipgrid

Top Hashtags in Tweet in G3:
[419] onlinelearning
[74] remotelearning
[52] covid19
[47] edtech
[41] remoteteaching
[40] distancelearning
[37] pypchat
[36] zoommeeting
[32] elearning
[31] edchat

Top Hashtags in Tweet in G4:
[244] onlinelearning
[83] 100daysofcode
[67] technology
[50] coding
[47] python
[46] javascript
[42] womenwhocode
[38] programming
[32] cloudcomputing
[32] stem

Top Hashtags in Tweet in G5:
[133] onlinelearning
[36] aictedge
[30] elearning
[26] nptel
[25] free
[24] facebook
[24] elis
[23] lockdown2
[16] speciallectureseries
[14] stayhome

Top Hashtags in Tweet in G6:
[209] onlinelearning
[78] education
[50] erasmusplus
[32] eufunded
[24] coronavirus
[20] eu
[19] stayinghome
[18] arctic
[18] eusolidaritycorps
[17] atlasathome

Top Hashtags in Tweet in G7:
[279] onlinelearning
[65] edtech
[63] remotelearning
[53] distancelearning
[45] elearning
[44] digitallearning
[40] homelearning
[40] gbl
[38] openaccess
[37] eyfs

Top Hashtags in Tweet in G8:
[166] onlinelearning
[26] jcal
[14] mooc
[14] free
[14] teachers
[14] beready
[9] remotelearning
[7] hetoptip
[7] online
[7] elearning

Top Hashtags in Tweet in G9:
[136] onlinelearning
[18] onlineclasses
[18] remotelearning
[18] education
[16] classes
[12] learning
[10] elearning
[8] learnathome
[7] online
[7] languagelearning

Top Hashtags in Tweet in G10:
[120] onlinelearning
[74] edtech
[61] education
[55] elearning
[37] mooc
[22] online
[20] moocs
[19] t4l
[18] remotelearning
[15] startup

Top Words
Top Words in Tweet in Entire Graph:
[19498] Words in Sentiment List#1: Positive
[4092] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[482419] Non-categorized Words
[506009] Total Words
[18467] #onlinelearning
[5226] online
[3287] learning
[2261] #remotelearning
[2248] more

Top Words in Tweet in G1:
[3133] #onlinelearning
[950] online
[471] learning
[347] #onlineclasses
[325] students
[275] more
[264] #education
[237] #covid19
[235] #elearning
[210] learn

Top Words in Tweet in G2:
[1337] #onlinelearning
[880] #distancelearning
[812] #remotelearning
[514] gt
[509] lt
[409] #ditchbook
[360] learning
[355] #elearning
[314] online
[311] make

Top Words in Tweet in G3:
[800] #onlinelearning
[206] #remotelearning
[133] online
[124] free
[121] during
[115] #distancelearning
[106] #edtech
[102] today
[100] students
[93] learning

Top Words in Tweet in G4:
[663] #onlinelearning
[146] #coding
[139] online
[128] #programming
[109] free
[102] #remotelearning
[92] #100daysofcode
[92] learn
[80] #stem
[79] #technology

Top Words in Tweet in G5:
[266] #onlinelearning
[173] क
[117] र
[87] व
[87] य
[81] स
[78] त
[71] ल
[64] session
[63] drrpnishank

Top Words in Tweet in G6:
[369] #onlinelearning
[118] resources
[114] skills
[112] see
[100] learning
[90] gain
[88] #eufunded
[86] online
[84] projects
[82] tools

Top Words in Tweet in G7:
[439] #onlinelearning
[131] #edtech
[88] #remotelearning
[86] learning
[72] #covid19
[68] #distancelearning
[66] #homelearning
[61] online
[61] more
[60] #eyfs

Top Words in Tweet in G8:
[279] #onlinelearning
[98] online
[76] see
[50] learning
[44] blog
[43] education
[43] courses
[40] offering
[38] students
[35] 10

Top Words in Tweet in G9:
[194] #onlinelearning
[69] online
[48] youtube
[47] learning
[37] free
[33] course
[32] english
[31] learn
[30] access
[27] coursera

Top Words in Tweet in G10:
[308] #onlinelearning
[200] #edtech
[97] learning
[97] online
[72] #education
[66] #elearning
[62] #remotelearning
[51] #mooc
[50] students
[50] staff

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[824] #distancelearning,#onlinelearning
[808] online,learning
[675] #remotelearning,#onlinelearning
[633] #onlinelearning,#distancelearning
[591] #onlinelearning,#remotelearning
[439] #onlinelearning,#elearning
[412] #onlinelearning,#onlineclasses
[389] online,courses
[359] #onlineclasses,#onlinelearning
[356] #elearning,#onlinelearning

Top Word Pairs in Tweet in G1:
[167] online,learning
[150] #onlinelearning,#onlineclasses
[128] #onlineclasses,#onlinelearning
[54] #elearning,#onlinelearning
[53] online,classes
[48] #onlinelearning,#elearning
[48] covid,19
[48] #learning,#onlinelearning
[46] #onlinelearning,#remotelearning
[45] #remotelearning,#onlinelearning

Top Word Pairs in Tweet in G2:
[510] #distancelearning,#onlinelearning
[338] lt,gt
[307] #onlinelearning,#distancelearning
[251] #onlinelearning,#remotelearning
[239] #remotelearning,#onlinelearning
[236] make,better
[236] better,screencasts
[236] screencasts,week's
[236] week's,awesome
[236] awesome,guest

Top Word Pairs in Tweet in G3:
[97] #remotelearning,#onlinelearning
[58] #onlinelearning,#distancelearning
[46] memory,game
[39] #onlinelearning,#remotelearning
[36] #claustrovirtual,#onlinelearning
[36] today,during
[36] during,#zoommeeting
[36] #zoommeeting,played
[36] played,good
[36] good,old

Top Word Pairs in Tweet in G4:
[50] day,#100daysofcode
[42] #onlinelearning,#remotelearning
[40] #onlinelearning,#coding
[38] #remotelearning,#distancelearning
[34] gt,gt
[31] #onlineclasses,#onlinelearning
[31] #machinelearning,#datascience
[31] #coronavirus,#keeplearning
[30] #100daysofcode,continued
[30] #womenintech,#womenwhocode

Top Word Pairs in Tweet in G5:
[36] interacted,state
[36] state,education
[36] education,ministers
[36] ministers,today
[36] today,meeting
[36] meeting,led
[36] led,minister
[36] minister,drrpnishank
[36] drrpnishank,ji
[36] ji,video

Top Word Pairs in Tweet in G6:
[88] gain,skills
[77] #onlinelearning,platform
[59] resources,tools
[57] platform,allows
[57] allows,discover
[57] discover,wealth
[57] wealth,resources
[57] tools,improve
[57] improve,digital
[57] digital,#education

Top Word Pairs in Tweet in G7:
[58] #homelearning,#onlinelearning
[49] herbmorrprisch,thanks
[41] #onlinelearning,herbmorrprisch
[38] wow,aera_edresearch
[38] aera_edresearch,curated
[38] curated,wonderful
[38] wonderful,list
[38] list,#openaccess
[38] #openaccess,articles
[38] articles,#onlinelearning

Top Word Pairs in Tweet in G8:
[27] online,learning
[26] complementary,virtual
[26] bjeteds,#jcal
[22] #onlinelearning,scale
[21] online,courses
[20] university,right
[20] right,regards
[20] regards,delivering
[20] delivering,#onlinelearning
[20] scale,sept

Top Word Pairs in Tweet in G9:
[20] #onlinelearning,#onlineclasses
[13] online,learning
[12] free,months
[12] use,link
[12] access,course
[9] free,access
[8] learn,english
[8] watch,live
[8] live,facebook
[7] covid,19

Top Word Pairs in Tweet in G10:
[62] #onlinelearning,#edtech
[40] #mooc,#onlinelearning
[36] #edtech,#onlinelearning
[33] online,learning
[29] #edtech,#edchat
[28] build,digital
[28] digital,classroom
[28] staff,development
[27] fully,online
[27] #onlinelearning,#remotelearning

Top Replied-To
Top Replied-To in Entire Graph:
@chinarcorpsia
@fortworthisd
@soebristol
@ireneamelia1
@peoplelinkvideo
@advancehe_chat
@3dbearofficial
@bataonline
@abongs_p
@andrewandpete

Top Replied-To in G1:
@etmasterclass
@hebronitacademy
@learn4earnmoney
@imsuc_campus

Top Replied-To in G2:
@edugladiators
@catlin_tucker

Top Replied-To in G3:
@clegleiter
@pypconnected
@gsenande
@klmanc
@anupam_sharmaa
@deputygrocott
@techyleger
@maiabassett
@snyder_brian
@gems_daa

Top Replied-To in G4:
@kunalb11
@jennyballif
@comcast

Top Replied-To in G5:
@girkaraja
@hrdministry
@mohfw_india
@hathwaybrdband
@drrpnishank
@msisodia

Top Replied-To in G6:
@genderequalitym
@contactnorth
@slesum
@gabrielmariya

Top Replied-To in G7:
@ireneamelia1
@futureof_school
@school4one
@jeffgreeneunc

Top Replied-To in G8:
@advancehe_chat
@neilmosley5
@thetattooedprof
@marycurnockcook
@blackboard
@educaand

Top Replied-To in G9:
@coursera
@profgalloway
@cmomaharashtra
@ktrtrs
@thesource

Top Replied-To in G10:
@jourde
@packbackco
@rainbow_ct
@michiganstateu
@sagovnews
@orna_farrell

Top Mentioned
Top Mentioned in Entire Graph:
@kareemfarah23
@zoom_us
@dawhahighschool
@nypl
@drrpnishank
@eden25_official
@herbmorrprisch
@uoyarchaeology
@iu13
@flipgrid

Top Mentioned in G1:
@absorb_online
@igkschool
@ksugeoanth
@marinalotaif
@warrenvillelib
@techxorg
@adlism1
@dcotfashion

Top Mentioned in G2:
@kareemfarah23
@paulinobrener
@ladywesner
@jmattmiller
@digitaltrends
@gruffcorn13
@mrhooker
@lhighfill
@hollyclarkedu
@langwitches

Top Mentioned in G3:
@zoom_us
@flipgrid
@daaelementary
@eynist
@gems_daa
@seesaw
@googleforedu
@eschoolnews
@appleedu
@microsoftteams

Top Mentioned in G4:
@freecodecamp
@instructables
@msmakecode
@cs50
@soresearchnews
@seeedstudio
@tinkercad
@zoom
@becky__wong
@rneelmani

Top Mentioned in G5:
@drrpnishank
@hrdministry
@nptelindia
@basicshiksha_up
@sarvendraedu
@shikshansamvad
@school__bank
@educationmirror
@swayammhrd
@pmoindia

Top Mentioned in G6:
@eden25_official
@eu_commission
@gabrielmariya
@tecmilenio
@openvm_erasmus
@op4re
@morganstateu
@euerasmusplus
@epale_eu
@drtonybates

Top Mentioned in G7:
@herbmorrprisch
@aera_edresearch
@ahnjune
@lifeasstory
@mclinn
@markwarschauer
@roschelle63
@bjfr
@mariechull
@compasscs

Top Mentioned in G8:
@bjeteds
@wileyeducation
@seerymk
@nwin
@p_a_kirschner
@openuniversity
@advancehe
@uclknowledgelab
@edraak
@thinksitthrough

Top Mentioned in G9:
@youtube
@coursera
@skillshare
@edxonline
@brainfeededumag
@onlinelearning
@udemy
@khanacademy
@youtubetrends
@treehouse

Top Mentioned in G10:
@brocansky
@deferrers
@deferrerstrust
@c3l_oldenburg
@wordpressdotcom
@361dm
@saisumanth
@_mtel_
@alantait
@educause

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@tmobilehelp
@paoloigna1
@dichristine
@jurylady5
@sahelhkj
@javascriptd
@edinburghwatch
@supstreamersrt2
@chidambara09

Top Tweeters in G1:
@analyticaglobal
@flashbloglive
@presseticker
@estream_studios
@2601manish
@sanrau
@indiablooms
@harassnomore
@durff
@sarahsynergie

Top Tweeters in G2:
@dichristine
@jurylady5
@june4th
@ahlavieenrose
@unsnuk
@iamdrwill
@donnamoon81146
@therealgloria
@donaldverger
@digitaltrends

Top Tweeters in G3:
@juandoming
@20m
@glasgow_watch
@jennykim
@alicekeeler
@zdnet
@forbes
@lepoint
@flipgrid
@fmfrancoise

Top Tweeters in G4:
@sectest9
@paoloigna1
@javascriptd
@chidambara09
@aaroncuddeback
@ottlegalrebels
@codernotesbot
@santchiweb
@femtech_
@calcaware

Top Tweeters in G5:
@ndtv
@timesofindia
@tiniskwerl
@tatasky
@ani
@drumeshprabhu
@livemint
@bsnlcorporate
@dewbispeaks
@pib_india

Top Tweeters in G6:
@lndontretweets
@digitaldecoded1
@salhaj
@scieducation1
@umu
@calalos1970
@mopazambrano
@madrideuropa
@ognianzlatev
@erasmus_project

Top Tweeters in G7:
@spider_gina
@universalhub
@thesismum
@scalarhumanity
@da_shmoo
@marycarper12
@stem_nastics
@doc_tdg
@median_red
@alexusherhesa

Top Tweeters in G8:
@thetattooedprof
@tweetinchar
@thatneilmartin
@scottturneruon
@catspyjamasnz
@warwicklanguage
@jamesclay
@hopkinsdavid
@mfish_9
@s_j_lancaster

Top Tweeters in G9:
@teamyoutube
@cnbc
@researchmrx
@lance_bivens
@thesource
@3drenderbot
@24k
@planetfitness
@bgksr
@seunbajo

Top Tweeters in G10:
@iol
@dailymaverick
@startupbulletin
@itrtg
@cityofct
@onlinecrslady
@drescotet
@sagovnews
@jobinindia
@zecool


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