onlinelearning, Twitter, 1/23/2021 6:44:22 AM, 246287


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onlinelearning_2021-01-22_21-11-36.xlsx
onlinelearning_2021-01-22_21-11-36.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 23, 2021
Short Description:
onlinelearning via NodeXL https://bit.ly/39RrlhS
@fmfrancoise
@catlin_tucker
@vivianfrancos
@great_learning
@theanuragtyagi
@eraser
@scalarhumanity
@markj_ohnson
@microsoftteams
@distancelrnbot

Top hashtags:
#onlinelearning
#productivity
#selfimprovement
#higher

Description:
Description
The graph represents a network of 11,206 Twitter users whose tweets in the requested range contained "onlinelearning", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 23 January 2021 at 05:47 UTC.

The requested start date was Saturday, 23 January 2021 at 01:01 UTC and the maximum number of tweets (going backward in time) was 18,000.

The tweets in the network were tweeted over the 9-day, 5-hour, 45-minute period from Wednesday, 13 January 2021 at 19:15 UTC to Saturday, 23 January 2021 at 01:00 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 : 11206
Unique Edges : 6771
Edges With Duplicates : 25360
Total Edges : 32131
Number of Edge Types : 5
Tweet : 6756
Mentions : 3214
Retweet : 9794
MentionsInRetweet : 12038
Replies to : 329
Self-Loops : 6949
Reciprocated Vertex Pair Ratio : 0.0377466399771232
Reciprocated Edge Ratio : 0.0727473133094516
Connected Components : 3570
Single-Vertex Connected Components : 2120
Maximum Vertices in a Connected Component : 3683
Maximum Edges in a Connected Component : 18446
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 6.572544
Graph Density : 8.67053197022727E-05
Modularity : 0.371383
NodeXL Version : 1.0.1.442
Data Import : The graph represents a network of 11,206 Twitter users whose tweets in the requested range contained "onlinelearning", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 23 January 2021 at 05:47 UTC.

The requested start date was Saturday, 23 January 2021 at 01:01 UTC and the maximum number of tweets (going backward in time) was 18,000.

The tweets in the network were tweeted over the 9-day, 5-hour, 45-minute period from Wednesday, 13 January 2021 at 19:15 UTC to Saturday, 23 January 2021 at 01:00 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 : 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 : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[33] https://onpassive.com/blog/future-effect-of-e-learning-in-artificial-intelligence-based-platform/
[28] https://www.instagram.com/accounts/login/
[21] https://www.techrepublic.com/article/ai-ethics-learn-the-basics-in-this-free-online-course/
[17] https://onpassive.com/blog/growth-of-personalized-organizational-learning-using-artificial-intelligence/
[15] https://www.udemy.com/course/google-data-studio-complete-beginners-to-advanced-tutorial/?referralCode=047AF8195F74CAA39719
[14] https://www.eventbrite.co.uk/e/dyslexia-how-best-to-support-your-childs-self-esteem-and-anxiety-tickets-130273009077
[14] https://onpassive.com/blog/e-learning-market-growth-forecast-2019-2025/
[11] https://onpassive.com/blog/8-advantages-of-online-learning-platforms/
[10] https://techupwomen.org/press-release/sample-the-techupwomen-experience-with-our-new-taster-course/
[10] https://www.datasciencecentral.com/profiles/blogs/the-influence-of-ai-and-ml-on-online-education

Top URLs in Tweet in G1:
[26] https://www.instagram.com/accounts/login/
[6] https://vocabvictor.app.link/twitter1
[5] https://www.hindustantimes.com/ht-school/virtual-vs-real-online-learning-is-better-than-in-person-education/story-mDupPBaQYaiIH0GSZ22RJN.html
[4] https://profiletree.com/instagram-likes
[4] https://www.onlinelearning.upenn.edu/distant-not-disconnected-how-create-vital-online-communities
[4] https://www.allceus.com/certificate-tracks
[3] https://youtu.be/LdZ2H9CdyKk
[3] https://www.educationworld.in/apps-that-are-redefining-online-learning/
[3] https://thatcollegelife.com/?post_id=83
[3] https://www.ailive.in/

Top URLs in Tweet in G2:
[5] https://www.k12prospects.com/LP/How-Your-K12-Email-Marketing-Content-Affects-Deliverability/How-Your-K12-Email-Marketing-Content-Affects-Deliverability.html?utm_source=twitter&utm_medium=posting-image&utm_campaign=how-your-k12-email-marketing-content-affects-deliverability&utm_content=textlink
[5] https://blog.neolms.com/digital-humanities-in-the-k-12-classroom/?utm_source=twitter&utm_medium=social&utm_campaign=ReviveOldPost
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=245586
[2] https://www.gofundme.com/f/help-us-alleviate-digital-poverty-at-cotham-school
[2] https://www.pblworks.org/technologies-we-remote-learning
[2] https://news.athabascau.ca/announcements/looking-at-poverty-from-new-perspectives-powered-and-the-justice-sector-constellation-partner-to-digitally-uplift-course/
[2] https://www.highfidelity.com/online-audio-spaces-for-virtual-universities?utm_campaign=Jan%202021%20-%20Universities&utm_content=151720140&utm_medium=social&utm_source=twitter&hss_channel=tw-1120244738
[2] https://www.pblworks.org/blog/4-tips-remote-pbl-making-space-change-project
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=244373&utm_content=buffer5eb2a&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://healthmattersni.com/services/training-for-trainers/?utm_content=buffer91bb7&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G3:
[33] https://onpassive.com/blog/future-effect-of-e-learning-in-artificial-intelligence-based-platform/
[19] https://www.techrepublic.com/article/ai-ethics-learn-the-basics-in-this-free-online-course/
[17] https://onpassive.com/blog/growth-of-personalized-organizational-learning-using-artificial-intelligence/
[14] https://onpassive.com/blog/e-learning-market-growth-forecast-2019-2025/
[13] https://www.udemy.com/course/google-data-studio-complete-beginners-to-advanced-tutorial/?referralCode=047AF8195F74CAA39719
[11] https://onpassive.com/blog/8-advantages-of-online-learning-platforms/
[10] https://www.datasciencecentral.com/profiles/blogs/the-influence-of-ai-and-ml-on-online-education
[9] https://onpassive.com/blog/growth-of-online-education-trends-2021/
[4] https://www.zdnet.com/article/google-learn-cloud-skills-for-free-with-our-new-training-tracks/
[4] https://onpassive.com/blog/five-reasons-why-online-learning-is-the-future-of-education/

Top URLs in Tweet in G4:
[4] https://www.change.org/p/department-of-education-no-offline-exams-for-classes-9th-and-11th?recruiter=1174255395&utm_source=share_petition&utm_medium=copylink&utm_campaign=share_petition
[2] https://www.acadru.com/
[2] https://linkredirect.in/visitretailer/464?id=640682&shareid=ENKR20210116S517305&dl=https%3A%2F%2Fwww.udemy.com%2Fcourse%2Fprogramming-for-kids%2F
[2] https://www.youtube.com/watch?v=rOI4IW8Au7A&feature=youtu.be

[1] https://twitter.com/i/web/status/1351782664680968192
[1] https://docs.google.com/forms/d/e/1FAIpQLSemlYWJSjd7G4CD15XA_kvPdI1n3H1O4rkZ6N2t0cQVtrpDZQ/viewform?usp=send_form
[1] https://twitter.com/i/web/status/1351506989134712834
[1] https://twitter.com/i/web/status/1351679546655969284
[1] https://block.fiverr.com/index.html?url=aHR0cDovL3d3dy5maXZlcnIuY29tL3NoYXJlL0VyQlE5OT8=&uuid=a84d34b0-5759-11eb-b8e7-818a3c2f17d4&vid=
[1] https://twitter.com/i/web/status/1351531815438192640

Top URLs in Tweet in G5:
[9] https://www.npcindia.gov.in/
[2] https://www.ssdntech.com/ai-courses/machine-learning-course-delhi-city
[2] https://meet.google.com/unsupported?meetingCode=jpo-aaow-syq&ref=https://meet.google.com/jpo-aaow-syq
[1] https://ebookexd.yeira.training/?utm_source=social&utm_medium=landing&utm_campaign=ebook-EXD
[1] https://twitter.com/yeiraelearning/status/1349430988217184256
[1] https://www.youtube.com/channel/UCk2Nvd57XBBsNVtTmGa1w6A/?sub_confirmation=1
[1] https://www.youtube.com/watch?v=SzyQHJB2l5Y&feature=youtu.be

[1] https://github.com/bitranox/fingerprint
[1] https://www.theschoolrun.com/safe-video-calling-for-kids

Top URLs in Tweet in G6:
[2] https://www.weforum.org/agenda/2020/04/coronavirus-education-global-covid19-online-digital-learning/
[2] http://www.e-sgoil.com/
[1] https://blogs.glowscotland.org.uk/glowblogs/digilearn/2021/01/04/digital-learning-in-january-professional-learning/
[1] https://twitter.com/clydebankhigh/status/1349839759934423041
[1] https://www.google.co.uk/imgres?imgurl=https://hips.hearstapps.com/hmg-prod.s3.amazonaws.com/images/indoor-scavenger-hunt-wide-750-x-500-1586175956.jpg?crop%3D0.6666666666666666xw:1xh;center,top%26resize%3D480:*&imgrefurl=https://www.goodhousekeeping.com/life/parenting/g32050844/scavenger-hunt-ideas-for-kids/&docid=wpT_ItPZjkRhKM&tbnid=aPmMNM3hU497oM&vet=1&w=480&h=480&source=sh/x/im
[1] https://twitter.com/i/web/status/1351947439125786632
[1] https://twitter.com/i/web/status/1352172525417947136
[1] https://twitter.com/missmckaybused/status/1350075573448617986
[1] https://twitter.com/i/web/status/1351900342955499527
[1] https://twitter.com/i/web/status/1351673993321975808

Top URLs in Tweet in G9:
[3] https://midnightmusic.com.au/2021/01/counting-down-midnight-musics-top-10-podcast-episodes-of-2020/
[1] https://twitter.com/i/web/status/1352221094292434944
[1] https://twitter.com/i/web/status/1351592107820122116
[1] https://tweetedtimes.com/KatieAnn_76?s=tnp
[1] https://twitter.com/i/web/status/1350714650476875777
[1] https://www.youtube.com/watch?v=RtG9RkzS_V4&feature=youtu.be

[1] https://twitter.com/i/web/status/1351125614162538496
[1] https://twitter.com/i/web/status/1350885202931933190
[1] https://twitter.com/i/web/status/1350792080336023555
[1] https://twitter.com/tdsb_at/status/1349421710609698817

Top URLs in Tweet in G10:
[3] https://www.youtube.com/watch?v=dGFTAcKBQqU&feature=youtu.be

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

[3] https://www.youtube.com/watch?v=F7juhLcwRUA&feature=youtu.be

[2] https://www.youtube.com/watch?v=Diom7djDmmw&feature=youtu.be

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

[2] https://www.youtube.com/watch?v=FPYVYfQc4a4&feature=youtu.be

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

[2] https://www.youtube.com/watch?v=b9tAwcSb5wo&feature=youtu.be

[2] https://www.howhealthcareworks.net/2020/09/quick-tips-for-virtual-learning.html
[2] https://www.youtube.com/playlist?list=PL3zYTBnWxwZwpqulGP-aHUDYxwm2N4l1K


Top Domains
Top Domains in Tweet in Entire Graph:
[4015] twitter.com
[239] youtube.com
[204] co.uk
[151] thelanguagegarage.com
[131] google.com
[106] onpassive.com
[90] weebly.com
[84] tes.com
[76] vubblepop.com
[72] blogspot.com

Top Domains in Tweet in G1:
[1666] twitter.com
[114] thelanguagegarage.com
[59] co.uk
[52] youtube.com
[51] gurusiksha.com
[30] instagram.com
[25] cudy.co
[24] linkedin.com
[22] google.com
[18] educatorstechnology.com

Top Domains in Tweet in G2:
[216] twitter.com
[64] neolms.com
[22] k12prospects.com
[21] edtechreview.in
[20] nodexlgraphgallery.org
[19] catlintucker.com
[14] pblworks.org
[12] cudy.co
[11] schoolmanagementplus.com
[10] google.com

Top Domains in Tweet in G3:
[300] twitter.com
[104] onpassive.com
[76] vubblepop.com
[58] tes.com
[50] blogspot.com
[45] google.com
[43] udemy.com
[32] roots2success-11plus.uk
[31] nypl.org
[30] techrepublic.com

Top Domains in Tweet in G4:
[35] twitter.com
[7] linkredirect.in
[4] change.org
[3] youtube.com
[3] thejustread.com
[2] acadru.com
[1] microsoft.com
[1] google.com
[1] fiverr.com

Top Domains in Tweet in G5:
[241] twitter.com
[54] gov.in
[12] eccu.edu
[8] youtube.com
[4] ssdntech.com
[4] theschoolrun.com
[4] voicestorm.com
[4] github.com
[3] google.com
[3] cyberlawuniversity.com

Top Domains in Tweet in G6:
[44] twitter.com
[5] microsoft.com
[4] blogspot.com
[3] weforum.org
[2] org.uk
[2] e-sgoil.com
[1] microsoftonline.com
[1] uk.com
[1] co.uk
[1] honorlock.com

Top Domains in Tweet in G7:
[3] twitter.com
[3] mygreatlearning.com
[1] bit.ly
[1] greatlearning.in

Top Domains in Tweet in G8:
[7] twitter.com
[3] darrellwakelam.com

Top Domains in Tweet in G9:
[25] twitter.com
[13] google.com
[3] com.au
[2] c-learning.net
[1] irishtimes.com
[1] tweetedtimes.com
[1] youtube.com

Top Domains in Tweet in G10:
[69] youtube.com
[38] twitter.com
[2] tcea.org
[2] howhealthcareworks.net
[1] google.com
[1] udemy.com
[1] teachable.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[9435] onlinelearning
[2515] productivity
[2509] selfimprovement
[2507] higher
[2505] npcindia
[2505] npccertificate
[2505] npc_india_gov
[2478] webinar
[920] education
[732] elearning



Top Hashtags in Tweet in G1:
[2084] onlinelearning
[280] education
[166] elearning
[150] learning
[146] eduwarrior
[134] languages
[106] onlineclasses
[89] languagelearning
[84] edtech
[74] english

Top Hashtags in Tweet in G2:
[476] onlinelearning
[275] education
[207] edtech
[188] elearning
[133] learning
[123] distancelearning
[59] online
[56] students
[51] edchat
[49] onlineclasses

Top Hashtags in Tweet in G3:
[531] onlinelearning
[185] python
[162] assignments
[157] elearning
[137] datascience
[119] onlineclass
[119] economics
[111] artificialintelligence
[111] essaypay
[111] bigdata

Top Hashtags in Tweet in G4:
[384] onlineexamsfor9thand11th
[202] online_exams_only
[191] wewantonlineexams
[191] onlineexamsforclass9thand11th
[127] onlinelearning
[37] onlineclasses
[26] onlineclass
[23] online
[22] onlineexams
[15] onlineexamfor9thand11th

Top Hashtags in Tweet in G5:
[2884] onlinelearning
[2486] npcindia
[2486] higher
[2486] productivity
[2486] selfimprovement
[2486] npccertificate
[2486] npc_india_gov
[2386] webinar
[265] designthinking
[264] iot

Top Hashtags in Tweet in G6:
[127] onlinelearning
[22] remotelearning
[16] teamburgh
[12] googleclassroom
[8] positivenoticing
[7] nationallockdown
[7] highered
[6] stem
[6] edtech
[5] edutwitter

Top Hashtags in Tweet in G7:
[174] powerahead
[9] greatlearning
[9] onlinelearning
[6] onlineeducation
[2] onlinecourses
[2] cybersecurity
[1] meme
[1] careergoals
[1] success
[1] datascience

Top Hashtags in Tweet in G8:
[12] onlinelearning
[8] homelearning
[7] gavinwilliamson
[6] foe_telfest
[5] edutwitter
[5] remotelearning
[4] homeschooling2021
[4] lockdownlearning
[4] homeschooling
[4] free

Top Hashtags in Tweet in G9:
[71] onlinelearning
[51] virtualstaffroom
[8] staysafe
[3] stretchandchallenge
[3] education
[3] musiced
[3] musiceducation
[3] virtualteaching
[3] musictech
[3] podcast

Top Hashtags in Tweet in G10:
[58] onlinelearning
[13] elearning
[13] teaching
[6] python
[5] remotelearning
[5] students
[5] education
[5] datascience
[4] onlineclass
[4] learning

Top Words
Top Words in Tweet in Entire Graph:
[9437] #onlinelearning
[3219] online
[2973] join
[2620] learning
[2515] #productivity
[2509] #selfimprovement
[2507] #higher
[2505] #npcindia
[2505] #npccertificate
[2505] #npc_india_gov

Top Words in Tweet in G1:
[2084] #onlinelearning
[760] online
[457] learning
[415] more
[280] #education
[237] students
[189] learn
[177] today
[170] free
[166] #elearning

Top Words in Tweet in G2:
[476] #onlinelearning
[417] learning
[395] students
[361] catlin_tucker
[337] online
[272] #education
[252] more
[213] engage
[207] #edtech
[206] take

Top Words in Tweet in G3:
[531] #onlinelearning
[237] learn
[232] more
[220] online
[185] #python
[165] read
[164] free
[162] #assignments
[157] #elearning
[144] help

Top Words in Tweet in G4:
[384] #onlineexamsfor9thand11th
[333] theanuragtyagi
[202] #online_exams_only
[191] #wewantonlineexams
[191] #onlineexamsforclass9thand11th
[168] tyagianuraag
[150] #onlinelea
[136] pay
[133] home
[132] school

Top Words in Tweet in G5:
[2884] #onlinelearning
[2498] join
[2486] #npcindia
[2486] #higher
[2486] #productivity
[2486] #selfimprovement
[2486] #npccertificate
[2486] #npc_india_gov
[2386] #webinar
[2131] swarupandas

Top Words in Tweet in G6:
[127] #onlinelearning
[69] learning
[58] online
[48] digilearnscot
[45] week
[45] great
[32] microsoftteams
[32] today
[30] pupils
[30] students

Top Words in Tweet in G7:
[260] help
[174] #powerahead
[172] great_learning
[130] quirky
[130] ideas
[130] office
[130] dino
[130] idea
[130] ambitions
[130] comment

Top Words in Tweet in G8:
[113] art
[97] darrellwakelam
[83] projects
[72] resources
[72] adaptable
[64] varied
[58] free
[57] 3d
[50] looking
[49] inspiring

Top Words in Tweet in G9:
[73] #onlinelearning
[51] #virtualstaffroom
[51] noon
[49] paulmfarrell
[49] share
[44] today
[44] ideas
[44] challenges
[36] c_learning_net
[34] experts

Top Words in Tweet in G10:
[79] youtube
[58] #onlinelearning
[21] linear
[20] lesson
[19] more
[18] tips
[18] video
[16] course
[16] learning
[16] learn

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2505] #higher,#productivity
[2505] #productivity,#selfimprovement
[2505] #selfimprovement,#npccertificate
[2505] #npccertificate,#npc_india_gov
[2419] #npc_india_gov,#onlinelearning
[2397] join,#npcindia
[2397] #npcindia,#webinar
[2397] #webinar,#higher
[2050] swarupandas,join
[1676] #onlinelearning,#k

Top Word Pairs in Tweet in G1:
[160] online,learning
[73] thank,#eduwarrior
[73] #eduwarrior,#eduwarrior
[73] #eduwarrior,#storyofeduwarrior
[73] #storyofeduwarrior,#makingonlineeducationaccessible
[73] #makingonlineeducationaccessible,#edutorapp
[73] #edutorapp,#onlinelearning
[70] #languages,#languagelearning
[66] #languagelearning,#onlinelearning
[60] #free,content

Top Word Pairs in Tweet in G2:
[198] students,more
[198] more,engage
[198] engage,take
[198] take,risks
[198] risks,feel
[198] feel,connected
[198] connected,peers
[198] peers,online
[198] online,nurturing
[198] nurturing,learning

Top Word Pairs in Tweet in G3:
[117] read,more
[111] #economics,#essaypay
[111] #assignments,please
[111] please,dm
[106] #homeworkhelp,#assignments
[103] help,#homeworkhelp
[87] #essaypay,#essaydue
[83] artificial,intelligence
[76] #datascience,#artificialintelligence
[76] #artificialintelligence,#100daysofcode

Top Word Pairs in Tweet in G4:
[183] #wewantonlineexams,#onlineexamsfor9thand11th
[167] #online_exams_only,#onlineexamsforclass9thand11th
[161] #onlineexamsfor9thand11th,#online_exams_only
[151] theanuragtyagi,#wewantonlineexams
[150] tyagianuraag,theanuragtyagi
[150] #onlineexamsforclass9thand11th,#onlinelea
[132] school,boards
[132] boards,pay
[132] pay,internet
[132] internet,educators

Top Word Pairs in Tweet in G5:
[2486] #higher,#productivity
[2486] #productivity,#selfimprovement
[2486] #selfimprovement,#npccertificate
[2486] #npccertificate,#npc_india_gov
[2400] #npc_india_gov,#onlinelearning
[2380] join,#npcindia
[2380] #npcindia,#webinar
[2380] #webinar,#higher
[2033] swarupandas,join
[1673] #onlinelearning,#k

Top Word Pairs in Tweet in G6:
[46] online,learning
[20] teach,numeracy
[20] numeracy,maths
[20] maths,we've
[20] we've,teamed
[20] teamed,edscot_maths
[20] edscot_maths,colleagues
[20] colleagues,again
[20] again,deliver
[20] deliver,workshop

Top Word Pairs in Tweet in G7:
[130] quirky,ideas
[130] ideas,help
[130] help,office
[130] office,dino
[130] dino,idea
[130] idea,help
[130] help,ambitions
[130] ambitions,#powerahead
[130] #powerahead,comment
[129] great_learning,quirky

Top Word Pairs in Tweet in G8:
[72] art,resources
[64] resources,adaptable
[64] adaptable,varied
[49] varied,inspiring
[49] inspiring,3d
[49] projects,using
[49] using,everyday
[49] everyday,materials
[47] 'home,learning'
[47] learning',art

Top Word Pairs in Tweet in G9:
[44] share,ideas
[44] ideas,challenges
[36] today,noon
[33] experts,share
[31] challenges,#onlinelearning
[25] paulmfarrell,experts
[23] noon,#virtualstaffroom
[21] join,paulmfarrell
[19] #virtualstaffroom,paulmfarrell
[15] drop,#virtualstaffroom

Top Word Pairs in Tweet in G10:
[14] infographic,made
[14] made,pro
[14] pro,tips
[14] tips,make
[14] breakout,rooms
[13] check,infographic
[13] make,breakout
[13] rooms,more
[13] more,effective
[13] effective,#elearning

Top Replied-To
Top Replied-To in Entire Graph:
@unicentkompally
@teslaberrybot
@guwahatinpc
@drrpnishank
@newcollegeleics
@theanuragtyagi
@andertonpark
@abpnews
@chelseafc
@teachmeetpe

Top Replied-To in G2:
@unicentkompally
@teslaberrybot
@northeastern
@clearmeadowps
@juandoming
@nicolechelonis

Top Replied-To in G3:
@solidworks
@samsungespana
@geneticsmbbs
@vcrodrigues_uea
@melisizweproje1
@microsoft

Top Replied-To in G4:
@drrpnishank
@theanuragtyagi
@abpnews
@aktu_lucknow
@ndtv
@timesofindia
@mohfw_india
@lordalan18
@allcbsenews
@nidhiindiatv

Top Replied-To in G5:
@guwahatinpc
@shailesh_vimal
@vmware
@shubhamcybrxprt

Top Replied-To in G6:
@eaceducation
@lyndseybalfe

Top Replied-To in G9:
@tdsb
@ict_mrp

Top Mentioned
Top Mentioned in Entire Graph:
@swarupandas
@catlin_tucker
@theanuragtyagi
@great_learning
@npc_india_gov
@amangulati23
@tyagianuraag
@guwahatinpc
@spt_npc
@darrellwakelam

Top Mentioned in G1:
@coolwriters9
@estream_studios
@vocabvictor
@anytutor37
@topwriters15
@ietrainings
@edusityglobal
@garygenard
@nightocaa

Top Mentioned in G2:
@catlin_tucker
@cothamschool
@giveaway_contst
@indicontest
@ongoingcontest
@contest_alert
@contesttable
@etr_in
@teslaberrybot
@k12prospects

Top Mentioned in G3:
@nina_tutor
@yallsop
@tut_ml
@onpassive
@letstalkscience
@ash_mufareh
@nypltechconnect
@nigewillson
@nypl
@eraser

Top Mentioned in G4:
@theanuragtyagi
@tyagianuraag
@drrpnishank
@nidhiindiatv
@narendramodi
@shaktip26117320
@cbseindia29
@eduminofindia
@ndtv
@aktu_lucknow

Top Mentioned in G5:
@swarupandas
@amangulati23
@npc_india_gov
@guwahatinpc
@spt_npc
@subhra310
@mkverma_npc
@yadu86
@eccouncil
@ec_univ

Top Mentioned in G6:
@digilearnscot
@microsoftteams
@edscot_maths
@educationslc
@esgoil
@claregalwaycoll
@vola_ict
@educendowfoundn
@slchealthy
@misshair_bict

Top Mentioned in G7:
@great_learning

Top Mentioned in G8:
@darrellwakelam
@lymeregismuseum
@ehu_foe
@bigfootarts
@sarah__wright1
@clifford_fcct
@eggucationdebs
@stemclubs
@teachprimary
@priscigeeks

Top Mentioned in G9:
@paulmfarrell
@c_learning_net
@seesaw
@stannescck
@texthelp
@stjosephscommc1
@th_aliw
@eoduibheannaigh
@flipgrid

Top Mentioned in G10:
@youtube
@dominicslauson
@mathflipped
@canvaslms
@jeeturaz
@mimi_o_8
@stottern
@harmonize42
@tut_ml
@tcea

Top Tweeters
Top Tweeters in Entire Graph:
@virginmedia
@geonews_urdu
@sectest9
@knewz_currently
@dichristine
@jurylady5
@current_knewz
@ee
@edinburghwatch
@cybersec_feeds

Top Tweeters in G1:
@estream_studios
@hotpage_news
@timg33
@blueturbanstone
@takowasabi
@directorstalk
@trumpkennels
@samayamtamil
@sakshibhavita
@ygwhitburn

Top Tweeters in G2:
@ssxman2
@juandoming
@loivnoeled
@sunitakatyal
@torontostar
@peady
@algierslady
@marcelamomberg
@ramprasad43
@blessedkamal

Top Tweeters in G3:
@chidambara09
@aaroncuddeback
@xaelbot
@codedailybot
@businessinsider
@eraser
@codegnuts
@llnuxbot
@viralvideovlogs
@thedeveloperbot

Top Tweeters in G4:
@toicitiesnews
@ndtv
@timesofindia
@aajtak
@ani
@airnewsalerts
@ndtvfeed
@abpnews
@zeenews
@pib_india

Top Tweeters in G5:
@sectest9
@cybersec_feeds
@cybersecurityn8
@bexxmodd
@ml_tweet_bot
@o_g_log
@bnb952
@designthinkbot
@pavielin
@brizendinesean

Top Tweeters in G6:
@glasgow_watch
@itvnews
@stvnews
@bbcscotlandnews
@wef
@alansherry1
@cmdatascoop
@ianstuart66
@napd_ie
@pauldixtweets

Top Tweeters in G7:
@18akgoyal
@shahzebalvi4
@das_sharu
@ranidasi13
@hemanth1981998
@sorabhs17816693
@anilreja
@unstoppableravi
@mdrahbar999
@cephalopodluke2

Top Tweeters in G8:
@bg_grace
@cornubiageol
@pauldragonwolf1
@ribblevalleysue
@heathermassey2
@cazr1chards
@dylansnanna
@lovelywaytobern
@runeducator
@snippetygiblets

Top Tweeters in G9:
@irishtimes
@flipgrid
@antrimlens
@saphnasharonobe
@alwayslearnweb
@nenaghguardian
@katieann_76
@seesaw
@lc3_tdsb
@tdsb

Top Tweeters in G10:
@learnteachwin
@librariesval
@rspca_official
@hushuo
@codeflawbot
@wfvanvalkenburg
@youtube
@swanseauni
@canvaslms
@edtech4funky1s


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