edtech, Twitter, 3/6/2023 11:57:00 AM, 290392


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edtech_2023-03-06_03-45-01.xlsx
edtech_2023-03-06_03-45-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 06, 2023
Short Description:
edtech via NodeXL PERMANENTLY_REMOVED
@markj_ohnson
@rdene915
@kyleniemis
@enricomolinari
@microsoftflip
@tcea
@ericcurts
@classtechtips
@richardson_edu
@shannonmmiller

Top hashtags:
#edtech
#education
#ai
#edchat
#chatgpt
#k12
#elearning
#insurtech
#technology

Description:
Description
The graph represents a network of 4,866 Twitter users whose recent tweets contained "edtech", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/5/2023 5:00:36 PM. The network was obtained from Twitter on Monday, 06 March 2023 at 11:51 UTC.

The tweets in the network were tweeted over the 3219-day, 13-hour, 17-minute period from Monday, 12 May 2014 at 11:41 UTC to Monday, 06 March 2023 at 00:58 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

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 : 4866
Unique Edges : 4438
Edges With Duplicates : 8137
Total Edges : 12575
Number of Edge Types : 9
Retweet : 2615
MentionsInRetweet : 4065
Tweet : 1384
Mentions : 2507
Quote : 160
MentionsInQuote : 336
Replies to : 331
MentionsInReplyTo : 1146
MentionsInQuoteReply : 31
Self-Loops : 1815
Reciprocated Vertex Pair Ratio : 0.0613438735177866
Reciprocated Edge Ratio : 0.115596603604946
Connected Components : 722
Single-Vertex Connected Components : 366
Maximum Vertices in a Connected Component : 2766
Maximum Edges in a Connected Component : 9151
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5.211182
Graph Density : 0.000283570923778856
Modularity : 0.485966
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 4,866 Twitter users whose recent tweets contained "edtech", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/5/2023 5:00:36 PM. The network was obtained from Twitter on Monday, 06 March 2023 at 11:51 UTC.

The tweets in the network were tweeted over the 3219-day, 13-hour, 17-minute period from Monday, 12 May 2014 at 11:41 UTC to Monday, 06 March 2023 at 00:58 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
Graph Term : edtech
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:
[31] 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
[27] https://www.scoop.it/topic/aprendizaje-online-by-net-learning/p/4125584533/2021/06/29/como-usar-los-formularios-de-google-para-hacer-examenes
[22] https://quizizz.com/home/gamechangers/
[21] https://link.medium.com/kx1uDsGHRxb
[16] https://www.controlaltachieve.com/2022/10/edtech-links-of-week-10-3-22.html
[12] https://www.rdene915.com/
[12] https://ditchthattextbook.com/how-to-create-media-rich-interactive-maps-for-deeper-learning/
[12] https://www.net-learning.com.ar/blog/las-tareas-del-disenador-instruccional-de-e-learning.html
[12] https://twitter.com/netlearning20/status/1631761365365923843/photo/1
[12] https://hi.switchy.io/B-qV

Top URLs in Tweet in G1:
[27] 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://link.medium.com/kx1uDsGHRxb
[12] https://www.rdene915.com/
[8] https://xfactor.link/roadshow
[8] https://twitter.com/ocpalloneword2/status/1632343350086074369/photo/1
[6] https://podcasts.apple.com/us/podcast/thriveinedu-by-rachelle-dene-poth/id1534150166
[5] https://www.c-learning.net/
[4] https://justabiologyteacher.school.blog/2023/03/03/breaking-the-cycle-of-self-doubt-embracing-your-strengths-as-a-teacher/
[4] https://twitter.com/HexabitzInc/status/1410281591801270273/photo/1
[4] https://twitter.com/HexabitzInc/status/1364284635472093193/photo/1

Top URLs in Tweet in G2:
[22] https://quizizz.com/home/gamechangers/
[11] https://ditchthattextbook.com/how-to-create-media-rich-interactive-maps-for-deeper-learning/
[11] https://www.controlaltachieve.com/2022/10/edtech-links-of-week-10-3-22.html
[6] https://ditchthattextbook.com/google-forms-templates/
[5] https://ditchthattextbook.com/6-new-ways-to-play-a-quizlet-live-game/
[5] https://twitter.com/jmattmiller/status/1632124109042733057/photo/1
[5] http://paper.li/iLearnDifferent/1365203750
[4] https://twitter.com/kyleniemis/status/1631296608494034949
[4] https://home.edweb.net/webinar/technology20230306/
[4] https://twitter.com/mr_isaacs_math/status/1631382568925798412/photo/1

Top URLs in Tweet in G3:
[6] https://www.studifysuccess.com
[5] http://edtech-media.com/2016/05/18/tok
[4] https://twitter.com/cubroid/status/1632040940532826113/photo/1
[4] https://twitter.com/KPLearning/status/1631640600221974528/photo/1
[4] https://twitter.com/uLektz/status/1631981320153997315/photo/1
[4] https://twitter.com/DancingPandaPal/status/1632060992698957824/photo/1
[4] https://twitter.com/womenedtech/status/1631700659840876562/photo/1
[4] http://edtech-media.com/2017/01/03/sai
[4] https://twitter.com/EDUcre8ive/status/1631763960096768000/photo/1
[4] https://twitter.com/l_beyondschool/status/1632003071512399872/photo/1

Top URLs in Tweet in G4:
[1] https://twitter.com/drgauravgarg4/status/1632417088722845698

Top URLs in Tweet in G5:
[11] https://hackernoon.com/is-ai-superseding-teachers-in-education
[8] https://www.msn.com/en-us/money/other/fintech-giant-revolut-boasts-first-ever-annual-profit-after-crypto-boom/ar-AA185vk5
[6] https://www.msn.com/en-in/news/other/your-money-get-ready-for-faster-claims-processing-with-insurtech/ar-AA183prY
[6] https://www.msn.com/en-in/money/news/chatgpt-grabs-100-million-users-in-2-months-left-whatsapp-twitter-behind/ar-AA18eZNz
[6] https://www.forbes.com/sites/jeffthomson/2023/03/03/from-the-sec-to-fintech-finance-leader-how-this-cfo-leverages-her-insights-and-expertise/?sh=5a95cf024e81
[5] https://www.insurancetimes.co.uk/news/insurtech-has-a-real-role-to-play-in-seeing-things-from-a-customer-perspective-inga-beale/1443947.article
[5] https://technology.inquirer.net/121809/chatgpt-api-boosts-ai-business-use-cases#ixzz7v63yHq78
[4] https://www.theguardian.com/business/2023/mar/01/uk-fintech-firm-revolut-much-delayed-accounts-reveal-first-annual-profit
[4] https://www.newscientist.com/article/2361382-microsoft-uses-chatgpt-ai-to-control-flying-drones-and-robot-arms/
[4] https://link.medium.com/kx1uDsGHRxb

Top URLs in Tweet in G6:
[4] https://twitter.com/SaxonwoldSchool/status/1631572064632029184/photo/1
[3] https://twitter.com/EsportsSbcss/status/1632100622140071936/photo/1
[3] https://twitter.com/JBoucher_Edu/status/1632105651408351233/photo/1
[3] https://www.andersonedtech.net/2023/02/hiatus-over.html
[2] https://sites.google.com/rcoe.us/liteconference/home
[2] https://twitter.com/MrCopil/status/1631635314358755330/photo/1
[2] https://twitter.com/KyleNiemis/status/1631296608494034949
[2] 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
[1] https://twitter.com/KelliVanV/status/1631812960736915457/photo/1
[1] https://twitter.com/get_edified/status/1630729462072623106/video/1

Top URLs in Tweet in G7:
[4] http://donaldclarkplanb.blogspot.com/2023/03/pedaigogy-new-era-of-knowledge-and.html
[4] https://allafrica.com/view/group/main/main/id/00084999.html?utm_campaign=allafrica%3Aeditor&utm_medium=social&utm_source=twitter&utm_content=promote%3Agroup%3Aabibnc
[4] https://ditchthattextbook.com/9-reasons-why-hyperdocs-can-transform-your-class/
[4] https://twitter.com/DitchThatTxtbk/status/1631851569112141826/photo/1
[3] https://classinthebox.io/
[3] https://paper.li/tqapk.com
[2] https://www.edtechdigest.com/2023/03/03/higher-ed-pivoting-to-stay-ahead/
[2] https://www.forbes.com/sites/hansabhargava/2023/03/01/making-back-to-school-better-than-ever
[2] https://paper.li/EGHSPrincipalRI/1398794724?share_id=cba4b9b0-bae9-11ed-8e4b-fa163e6ccaff
[2] https://twitter.com/allafrica/status/1632247590791028736/photo/1

Top URLs in Tweet in G8:
[6] https://twitter.com/Optimism_Lab/status/1631966962841444352
[1] https://twitter.com/Pump_Signals_/status/1632435876386033664
[1] https://t.me/s/PumpSignalsByChris
[1] https://beacons.ai/optimism.airdrop
[1] https://twitter.com/Optimism_Lab/status/1631966962841444352/photo/1
[1] https://t.me/s/PumpSignalsByKevin
[1] https://twitter.com/Kevin_Pumps/status/1632090682717360130

Top URLs in Tweet in G9:
[7] https://www.youtube.com/watch?v=c-d5L2lZP_8

[4] https://twitter.com/chrisdysonHT/status/1631657049258881032/photo/1
[3] https://twitter.com/TechyLeaderEDU/status/1632334120276705280/photo/1
[3] https://edtechawardsglobal.com
[2] https://docs.google.com/presentation/d/18LpRm5UjLEdJJq6pM6zxrlJeBJgMPKpLCL5_GZd9KuI/edit?usp=sharing
[2] https://campsite.bio/redefineed
[2] https://campsite.bio/the100dayproject
[2] https://nationaldaycalendar.com/read-an-e-book-week-first-full-week-in-march/
[2] https://twitter.com/i/spaces/1lDGLnjNlMvxm
[2] https://www.youhq.co.uk/free-trial

Top URLs in Tweet in G10:
[4] https://twitter.com/NEBRCentre/status/1631281659944267781/photo/1
[4] https://www.ilearn2.co.uk/
[3] https://www.edtech-trail.co.uk/?utm_source=Twitter&utm_campaign=gen&utm_medium=social
[3] https://docs.google.com/forms/d/e/1FAIpQLSeKKaM2WOL0K_WfxPuZU59w4SpRyp8KjtQ1mTXR7waWxDMBfA/viewform
[2] https://www.eventbrite.co.uk/o/create-education-project-17431597975
[1] https://twitter.com/ElementaryAV/status/1631242755505545217/photo/1
[1] https://twitter.com/ElementaryAV/status/1631385895642210322/photo/1
[1] https://twitter.com/TheANME/status/1632335224116858881/photo/1
[1] https://twitter.com/TheANME/status/1631670953905213440/photo/1
[1] https://twitter.com/TheANME/status/1631972842806951936/photo/1

Top Domains
Top Domains in Tweet in Entire Graph:
[1757] twitter.com
[397] paper.li
[75] youtube.com
[58] google.com
[54] co.uk
[46] amazon.com
[41] freetech4teachers.com
[37] scoop.it
[35] blogspot.com
[35] ditchthattextbook.com

Top Domains in Tweet in G1:
[342] twitter.com
[34] amazon.com
[25] paper.li
[24] medium.com
[18] voicestorm.com
[17] rdene915.com
[13] teq.com
[13] blogspot.com
[12] youtube.com
[11] edtechmagazine.com

Top Domains in Tweet in G2:
[190] twitter.com
[37] paper.li
[25] ditchthattextbook.com
[23] quizizz.com
[19] shakeuplearning.com
[17] controlaltachieve.com
[11] youtube.com
[11] classtechtips.com
[10] google.com
[4] edweb.net

Top Domains in Tweet in G3:
[256] twitter.com
[28] paper.li
[16] youtube.com
[12] freetech4teachers.com
[12] edtech-media.com
[10] google.com
[8] co.uk
[7] linkedin.com
[6] proctortrack.com
[6] studifysuccess.com

Top Domains in Tweet in G4:
[1] twitter.com

Top Domains in Tweet in G5:
[28] msn.com
[15] twitter.com
[12] forbes.com
[11] hackernoon.com
[8] theguardian.com
[8] paper.li
[7] co.uk
[6] yahoo.com
[5] financialit.net
[5] indiatimes.com

Top Domains in Tweet in G6:
[46] twitter.com
[3] google.com
[3] paper.li
[3] andersonedtech.net
[2] youtube.com
[2] amazon.com
[1] edified.com
[1] canva.com
[1] eventbrite.com

Top Domains in Tweet in G7:
[85] paper.li
[19] twitter.com
[10] eschoolnews.com
[8] freetech4teachers.com
[8] thetechedvocate.org
[5] blogspot.com
[5] ditchthattextbook.com
[5] techlearning.com
[4] allafrica.com
[4] alviss.ai

Top Domains in Tweet in G8:
[9] twitter.com
[2] t.me
[1] beacons.ai

Top Domains in Tweet in G9:
[38] twitter.com
[7] youtube.com
[7] paper.li
[4] campsite.bio
[3] google.com
[3] edtechawardsglobal.com
[3] cospaces.io
[2] nationaldaycalendar.com
[2] co.uk
[2] ellii.com

Top Domains in Tweet in G10:
[44] twitter.com
[25] co.uk
[4] createeducation.com
[3] google.com
[2] mayku.me
[1] b.link
[1] microbit.org
[1] bettshow.com
[1] substack.com
[1] edtecheurope.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2827] edtech
[613] education
[376] ai
[290] edchat
[197] chatgpt
[137] k12
[122] elearning
[120] insurtech
[116] technology
[106] edtechchat



Top Hashtags in Tweet in G1:
[581] edtech
[160] education
[100] edchat
[94] k12
[91] ai
[58] sel
[45] chatgpt
[39] highered
[35] stem
[35] elearning

Top Hashtags in Tweet in G2:
[309] edtech
[34] edchat
[30] teachertwitter
[27] ditchbook
[23] edutwitter
[22] education
[21] youcanwithquizizz
[20] chatgpt
[18] googleedu
[14] edtechmadness

Top Hashtags in Tweet in G3:
[337] edtech
[82] education
[27] ai
[22] elearning
[21] onlinelearning
[15] stem
[14] learning
[12] tech
[12] 教員採用試験
[12] 教採

Top Hashtags in Tweet in G4:
[1] jkssb
[1] aptech

Top Hashtags in Tweet in G5:
[132] ai
[121] edtech
[107] insurtech
[82] finance
[67] finsevr
[57] technology
[55] banking
[52] govtech
[51] chatgpt
[50] blockchain

Top Hashtags in Tweet in G6:
[38] edtech
[10] rpsengagementchallenge
[8] springcue
[7] googleedu
[6] googlepd
[5] wearecue
[5] golumio
[4] edutwitter
[3] blendedlearning
[3] equatio

Top Hashtags in Tweet in G7:
[171] edtech
[105] education
[45] teachers
[14] highered
[11] ai
[11] edchat
[7] tesol
[6] elearning
[5] esl
[5] efl

Top Hashtags in Tweet in G8:
[1] optimism
[1] airdrop

Top Hashtags in Tweet in G9:
[37] edtech
[10] ditchbook
[10] tlap
[10] etcoaches
[9] hacklearning
[8] education
[7] gsuiteedu
[5] 3denvironment
[4] googlei
[4] educoach

Top Hashtags in Tweet in G10:
[61] edtech
[12] education
[11] bett2023
[9] edtechtrail
[6] inspiringlancashire
[5] 3dprinting
[4] bett
[4] microbit
[3] anme
[3] rtmk12

Top Words
Top Words in Tweet in Entire Graph:
[2827] #edtech
[1099] edtech
[655] more
[613] #education
[442] learning
[390] way
[376] #ai
[370] students
[369] education
[360] latest

Top Words in Tweet in G1:
[581] #edtech
[160] #education
[119] more
[100] #edchat
[97] learn
[94] #k12
[91] #ai
[90] education
[90] rdene915
[82] learning

Top Words in Tweet in G2:
[309] #edtech
[108] round
[106] ai
[99] microsoftflip
[70] such
[70] google
[69] chatgpt
[67] quizizz
[67] classroom
[66] madness

Top Words in Tweet in G3:
[337] #edtech
[134] edtech
[82] #education
[61] learning
[55] more
[44] education
[43] students
[36] learn
[29] technology
[27] 2023

Top Words in Tweet in G4:
[270] youth
[269] support
[269] power
[269] more
[269] boost
[269] goes
[269] moral
[269] way
[269] national
[269] icon

Top Words in Tweet in G5:
[132] #ai
[121] #edtech
[107] #insurtech
[82] #finance
[73] enricomolinari
[67] #finsevr
[59] stratorob
[57] #technology
[55] #banking
[52] #govtech

Top Words in Tweet in G6:
[38] #edtech
[22] cueinc
[19] kamiapp
[18] jcorippo
[17] mrnunesteach
[17] roxi_thompson
[17] etwiseguy
[17] missmoeteaches
[17] remscience
[16] martinez_edtech

Top Words in Tweet in G7:
[171] #edtech
[105] #education
[62] latest
[59] thanks
[45] #teachers
[40] daily
[23] edtech
[14] #highered
[14] great
[14] learning

Top Words in Tweet in G8:
[4] рump
[4] telegram
[3] opportunity
[3] participate
[2] follow
[2] name
[2] start
[2] profit
[2] round
[2] eth

Top Words in Tweet in G9:
[37] #edtech
[10] #tlap
[10] edtech_isf
[10] ss
[10] #ditchbook
[10] mrshowell24
[10] cospaces_edu
[10] #etcoaches
[9] #hacklearning
[8] latest

Top Words in Tweet in G10:
[61] #edtech
[29] activity
[23] free
[19] pack
[18] bett_show
[16] create_edu_proj
[15] video
[15] teacher
[14] school
[14] tutorials

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[270] long,way
[269] edtech,icon
[269] goes,long
[269] coming,national
[269] national,edtech
[269] support,coming
[269] boost,moral
[269] more,power
[269] way,boost
[269] icon,goes

Top Word Pairs in Tweet in G1:
[51] learn,more
[38] #education,#edtech
[31] #edtech,#edchat
[23] #edtech,#education
[23] #edchat,#edtech
[20] #edtech,roadshow
[20] very,best
[19] #vr,#edtech
[19] #edtech,#k12
[18] #sel,#edtech

Top Word Pairs in Tweet in G2:
[55] ed,tech
[49] round,begins
[48] madness,2023
[48] each,round
[48] winners,100
[48] 100,chosen
[48] tech,madness
[48] 2023,round
[48] begins,each
[48] welcome,ed

Top Word Pairs in Tweet in G3:
[25] #education,#edtech
[18] #edtech,#education
[14] learn,more
[12] #教員採用試験,#教採
[12] 倍率,受験資格
[9] #tech,#edtech
[8] teaching,learning
[8] edtech,startups
[7] funding,decline
[7] #education,#tech

Top Word Pairs in Tweet in G4:
[269] national,edtech
[269] edtech,icon
[269] coming,national
[269] support,coming
[269] more,power
[269] goes,long
[269] icon,goes
[269] youth,more
[269] boost,moral
[269] way,boost

Top Word Pairs in Tweet in G5:
[82] #insurtech,#finance
[67] #finance,#finsevr
[55] #finsevr,#ai
[53] #ai,#edtech
[51] #edtech,#govtech
[49] #lunc,#blockchain
[49] #blockchain,#technology
[49] #banking,#lunc
[49] #govtech,#investing
[49] #investing,#banking

Top Word Pairs in Tweet in G6:
[17] cueinc,mrnunesteach
[17] remscience,roxi_thompson
[17] missmoeteaches,cueinc
[16] greggeilers,remscience
[16] mrnunesteach,greggeilers
[15] etwiseguy,edtechgeekster
[14] jcorippo,etwiseguy
[14] roxi_thompson,jcorippo
[14] marshallbeyer29,missmoeteaches
[13] myedtechlife,mrtaylorhistory

Top Word Pairs in Tweet in G7:
[42] #teachers,#education
[42] #edtech,#teachers
[33] #edtech,#education
[28] daily,thanks
[20] #education,#edtech
[14] edtech,daily
[13] latest,edtech
[11] #highered,#edtech
[8] higher,ed
[5] newsonteesside,#education

Top Word Pairs in Tweet in G8:
[2] start,follow
[2] left,рump
[2] channel,co
[2] рump,full
[2] signals,always
[2] exact,time
[2] profit,рrofit
[2] make,profit
[2] telegram,miss
[2] name,target

Top Word Pairs in Tweet in G9:
[10] #ditchbook,#tlap
[10] #tlap,#etcoaches
[10] #edtech,#ditchbook
[9] #etcoaches,#hacklearning
[7] see,march
[7] #hacklearning,#gsuiteedu
[7] march,30
[7] 30,pm
[7] pm,#edtech
[6] 136,bit

Top Word Pairs in Tweet in G10:
[16] activity,pack
[12] pupil,activity
[12] video,tutorials
[9] primary,computing
[9] #bett2023,donated
[9] donated,50
[9] joined,#edtechtrail
[9] #edtechtrail,#bett2023
[9] activity,packs
[9] 50,amazon

Top Replied-To
Top Replied-To in Entire Graph:
@marshallbeyer29
@_valeriei
@martinez_edtech
@ux_edtech
@googleearth
@mrstgonzalez
@amazingict
@msnyreeclark
@sgteach_sari
@csuf_edtech

Top Replied-To in G1:
@rdene915
@wpsedutech
@quizlet
@x2vol
@masscue
@platzi
@otis4educators
@aztecsoftware
@neuhausedctr
@seccardona

Top Replied-To in G2:
@mrstgonzalez
@martinez_edtech
@jolieg1
@marshallbeyer29
@dalialee5
@mexusmx
@mrsautumnriley
@microsoftflip
@bwmosher
@mrnunesteach

Top Replied-To in G5:
@kirkdborne

Top Replied-To in G6:
@marshallbeyer29
@martinez_edtech
@jboucher_edu
@esportssbcss
@msnyreeclark
@amanda_corridan
@mwibben
@karrieweb2004
@buddyxo
@myedtechlife

Top Replied-To in G7:
@ditchthattxtbk

Top Replied-To in G9:
@tsuiallen
@jamesthaworth
@evohannan
@jasonprohaska
@mrwaller15
@fredericyue
@greenscreengal
@cospaces_edu

Top Replied-To in G10:
@salamandersoft
@netctrl
@clouddesignbox
@elementaryav

Top Mentioned
Top Mentioned in Entire Graph:
@wingsekudaan
@microsoftflip
@rdene915
@tcea
@stratorob
@kyleniemis
@ericcurts
@quizizz
@netlearning20

Top Mentioned in G1:
@rdene915
@teqproducts
@thriveinedu
@isteofficial
@nick_chater
@jisc
@ipfconline1
@expoelearning
@edumatchbooks

Top Mentioned in G2:
@microsoftflip
@kyleniemis
@quizizz
@themerrillsedu
@richardson_edu
@ihmsmorrison
@ericcurts
@bookcreatorapp
@jmattmiller
@alicekeeler

Top Mentioned in G3:
@coolpovideo
@edwaves
@codeintuitionio
@kristenesports
@techlaurent
@nll_academy
@sembarista
@icarusaiedu
@3rteachertrain

Top Mentioned in G4:
@wingsekudaan
@drgauravgarg4

Top Mentioned in G5:
@stratorob
@enricomolinari
@wef
@jblefevre60
@shi4tech
@tobiaskintzel
@haroldsinnott
@frronconi
@nicochan33
@labordeolivier

Top Mentioned in G6:
@cueinc
@kamiapp
@mrnunesteach
@remscience
@roxi_thompson
@jcorippo
@etwiseguy
@missmoeteaches
@greggeilers
@edtechgeekster

Top Mentioned in G7:
@singhritaamrit
@fordsubmariner
@virtualqinc
@nikpeachey
@ditchthattxtbk
@newsonteesside
@808_nfts
@unesco_mgiep
@jobhakr
@solyarisoftware

Top Mentioned in G8:
@koono_edtech
@edtech_ux
@tuhfdrgd3ty
@coinyfication
@jcrr2021
@fgyjkp
@emmanue33329177
@adriana10224885
@sir_yasha
@umbertopotenza

Top Mentioned in G9:
@mrshowell24
@edtech_isf
@cospaces_edu
@mrkpyp
@fredericyue
@i_teach_things
@darrellwakelam
@paulwat5
@jonnybid
@reads_and_draws

Top Mentioned in G10:
@bett_show
@create_edu_proj
@theanme
@microbit_edu
@geccollect
@justinjramalho
@europeanedtech
@whatworked
@elementaryav
@rtm_bg

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@dhruvbhim
@evankirstel
@rahul05ranjan
@allchanges
@sudeepkhatri
@stigmabasen
@reuters
@thepixeldevs
@ucloudify

Top Tweeters in G1:
@evankirstel
@eraser
@calcaware
@ricardo_ik_ahau
@pvalsfr
@vrretweeter
@pkanagaratnam
@ajenglish
@spirosmargaris
@iamdrwill

Top Tweeters in G2:
@pmcarron4242
@alicekeeler
@microsoftflip
@alexbellars
@jayeshmthakur
@imgende
@canva
@burgessdave
@joedale
@womackpoetry

Top Tweeters in G3:
@bsindia
@carlesdijous
@ahighervision
@_teen_problem
@jeepeg274
@zobjobsca
@zobjobsus
@dougbrowndba
@1mby1m
@_reportwire

Top Tweeters in G4:
@tweetsbyakshat
@jeevaishk
@ravalsharma2
@rajniiisharma
@nitish199510
@drgauravgarg4
@asifshe89620883
@nomad__22
@rishavs54245865
@shakirmubarak11

Top Tweeters in G5:
@chidambara09
@sudeepkhatri
@fintechna
@gezgintrk
@jamesvgingerich
@mashable
@nicochan33
@caring_mobile
@rwang0
@shi4tech

Top Tweeters in G6:
@jcorippo
@sarahdateechur
@spencerideas
@tishrich
@trev_mackenzie
@pirkkoelf
@r_cilr
@cogswell_ben
@msnyreeclark
@elisabostwick

Top Tweeters in G7:
@allchanges
@perfildehugo
@ajblackston
@sharonmwinner
@allafrica
@cbsnewscolorado
@world_news_ja
@margrazyna
@mohammadali_im
@exposingalec

Top Tweeters in G8:
@yansh_
@kenncarson
@zeefu_apx
@john_masulonis
@chelsea_lotz
@optimism_lab
@wimpy_chow
@jakesnake_13
@onuruludogan
@supachai

Top Tweeters in G9:
@chrisdysonht
@soquelcreek
@shellterrell
@ictevangelist
@thartman2u
@nhregister
@mcleod
@actionjackson
@randcorporation
@misterunwin

Top Tweeters in G10:
@ucloudify
@ucloudifyai
@djone01
@ilearn2primary
@dannynic
@ianstuart66
@ryanpnaude
@siliconvikings
@francediplo
@ka81