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edtech_2021-06-21_03-29-31.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
June 21, 2021
Short Description:
edtech via NodeXL https://bit.ly/3qhQ6eJ
@markj_ohnson
@scalarhumanity
@sameer_609
@wsj
@techyleaderedu
@enricomolinari
@francissuarez
@kunalb11
@vs0007
@beerbicepsguy

Top hashtags:
#edtech
#education
#altrted
#edchat
#k12
#learning
#stem
#ai
#elearning
#edtechchat

Description:
Description
The graph represents a network of 5,872 Twitter users whose tweets in the requested range contained "edtech", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 21 June 2021 at 10:42 UTC.

The requested start date was Monday, 21 June 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 3-day, 14-hour, 20-minute period from Thursday, 17 June 2021 at 09:39 UTC to Monday, 21 June 2021 at 00:00 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 : 5872
Unique Edges : 5239
Edges With Duplicates : 11235
Total Edges : 16474
Number of Edge Types : 5
Retweet : 3887
MentionsInRetweet : 5793
Mentions : 3688
Tweet : 2198
Replies to : 908
Self-Loops : 2310
Reciprocated Vertex Pair Ratio : 0.0429916051895192
Reciprocated Edge Ratio : 0.0824390243902439
Connected Components : 970
Single-Vertex Connected Components : 515
Maximum Vertices in a Connected Component : 3721
Maximum Edges in a Connected Component : 13309
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.944982
Graph Density : 0.00023785688394951
Modularity : 0.453773
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 5,872 Twitter users whose tweets in the requested range contained "edtech", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 21 June 2021 at 10:42 UTC.

The requested start date was Monday, 21 June 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 3-day, 14-hour, 20-minute period from Thursday, 17 June 2021 at 09:39 UTC to Monday, 21 June 2021 at 00:00 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 : 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:
[71] http://simulasidigital-muchamadekisa.blogspot.com
[41] http://web-muchamadekisa.blogspot.com/?m=1
[34] https://dan.com/buy-domain/expeditions.app?redirected=true&tld=app
[27] https://www.rdene915.com/
[27] https://www.forbes.com/sites/calumchace/2020/10/29/the-impact-of-artificial-intelligence-on-education
[24] https://media.getfundedafrica.com/2021/06/17/ixperience-a-south-african-edtech-has-received-2-5mn-in-funding/
[20] 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
[19] http://web-muchamadekisa.blogspot.com/2021/02/p04-1-praktek-online-pemrograman-web.html?m=1
[18] https://smkn1panyingkiran.sch.id
[17] https://graspablemath.com/

Top URLs in Tweet in G1:
[69] http://simulasidigital-muchamadekisa.blogspot.com
[40] http://web-muchamadekisa.blogspot.com/?m=1
[30] https://dan.com/buy-domain/expeditions.app?redirected=true&tld=app
[26] https://www.forbes.com/sites/calumchace/2020/10/29/the-impact-of-artificial-intelligence-on-education
[24] https://media.getfundedafrica.com/2021/06/17/ixperience-a-south-african-edtech-has-received-2-5mn-in-funding/
[18] http://web-muchamadekisa.blogspot.com/2021/02/p04-1-praktek-online-pemrograman-web.html?m=1
[17] https://smkn1panyingkiran.sch.id
[12] https://hexabitz.com/modules/
[12] https://www.youtube.com/watch?v=5yVziXX_96Y&feature=youtu.be

[12] https://twitter.com/Afolayanmike/status/1406420336124608516

Top URLs in Tweet in G2:
[7] https://furtherafrica.com/2021/06/18/how-to-tackle-tech-skills-gap-in-africa/
[6] http://people.uis.edu/rschr1/et/
[5] https://play.google.com/store/apps/details?id=com.redfox.education&hl=en
[5] https://apps.apple.com/app/red-fox-education/id1549803439
[5] https://www.talkingproducts.com/collections/talking-tins-learning-resources/products/talking-tins-yellow-20-seconds-education
[5] https://www.talkingproducts.com/collections/talking-tins-learning-resources/products/talking-products-activity-book
[3] https://prtimes.jp/main/html/rd/p/000000014.000056626.html
[3] https://apps.apple.com/us/app/mcat-essentials/id1570158972
[3] https://edtechzine.jp/article/detail/5871
[3] http://people.uis.edu/rschr1/et

Top URLs in Tweet in G3:
[11] https://oodlu.org/
[9] https://www.rdene915.com/
[9] https://learnography.wordpress.com/2021/03/18/modular-theory-of-knowledge-transfer/
[7] https://www.linkedin.com/slink?code=dNjMyRW
[6] https://countdown.onlineclock.net/countdowns/laborday/
[6] https://learnography.wordpress.com/home/school-ecosystem/
[6] https://learnography.wordpress.com/sourcebook/father-book/
[5] https://Words.OnlineClock.net
[5] https://www.k12prospects.com/LP/K12-Email-Marketing-Strategies-to-Boost-Revenue/K12-Email-Marketing-Strategies-to-Boost-Revenue.html?utm_source=twitter&utm_medium=posting-image&utm_campaign=k12-email-marketing-strategies-to-boost-revenue&utm_content=textlink
[5] 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

Top URLs in Tweet in G4:
[15] https://graspablemath.com/
[12] https://www.rdene915.com/
[11] 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
[11] http://ditchthattextbook.com/9-reasons-why-hyperdocs-can-transform-your-class//
[7] https://podcasts.apple.com/us/podcast/thriveinedu-by-rachelle-dene-poth/id1534150166
[6] https://docs.google.com/forms/d/e/1FAIpQLSdM8Xj0Hpqsdf9KzT2KfUbBbB60Fx_XAurE7EtsMsJIu9TuUg/viewform?usp=sf_link
[5] https://podcasts.apple.com/us/podcast/focus-on-k-12-edtech-and-the-education-experience/id1537587237?i=1000525863288
[5] https://shakeuplearning.com/blog/how-to-add-emoji-to-google-drive-files-and-folders/
[3] https://shakeuplearning.com/blog/the-guide-to-google-drive-sharing/
[3] https://courses.shakeuplearning.com/p/all-access-pass

Top URLs in Tweet in G5:
[1] https://www.theguardian.com/education/2020/jul/30/the-future-of-education-or-just-hype-the-rise-of-minerva-the-worlds-most-selective-university

Top URLs in Tweet in G6:
[4] https://educationonair.withgoogle.com/events/the-anywhere-school-2021?utm_source=organicsocial&utm_medium=Twitter&utm_campaign=FY21-Q2-global-12712-onlineevent-er-the-anywhere-school-2021&utm_content=
[2] https://www.uktech.news/news/most-diverse-tech-startups-london-2021-20210616
[2] https://www.nyscate.org/page/online-courses-live
[2] https://igniteseriousplay.com/online/programacion-para-ninos-beneficios/
[2] https://www.eventbrite.com/o/dr-jocelyn-mcdonald-techitup-32405454351
[1] https://educationonair.withgoogle.com/events/the-anywhere-school-2021?utm_source=partner&utm_medium=partner-promo-kit&utm_campaign=FY21-Q2-global-12712-onlineevent-er-the-anywhere-school-2021&utm_content=VitalYork
[1] https://twitter.com/asalam468/status/1406567676596658182
[1] https://educationblog.microsoft.com/en-us/2021/06/mark-your-calendars-for-a-cant-miss-istelive-21
[1] http://goo.gle/anywhereschool2021?utm_campaign=Training%20Updates&utm_content=168750710&utm_medium=social&utm_source=twitter&hss_channel=tw-80407541
[1] https://www.hayessoft.com/news/frontline-education-acquired-hayes-software-systems/

Top URLs in Tweet in G7:
[9] https://www.daveburgessconsulting.com/book-study-activities/
[7] https://www.amazon.com/Complete-EdTech-Coach-Approach-Supporting-ebook/dp/B08LJGVWRJ/ref=sr_1_1?crid=KRKLKE6DIS8H&dchild=1&keywords=the+complete+edtech+coach&qid=1603937589&sprefix=the+complete+edtech+coach,aps,228&sr=8-1
[4] https://groups.google.com/a/goldedu.org/g/make-take
[4] https://techcoachjuarez.blogspot.com/2021/01/force-copy-hack-for-google-sites.html
[4] https://www.pledgecents.com/signup/event/night-zookeeper
[3] https://www.pledgecents.com/signup/event/classcraft
[3] https://www.youtube.com/watch?v=F1ewW9hh8RM&feature=youtu.be

[3] http://blog.pledgecents.com/2017/04/14/putting-it-all-out-there-pledgecents-vs-donorschoose/
[2] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DLfSlt90qVDw&q=EgS4SO-bGP3XwYYGIhASIMGPli9IrH-PyE8uLYyhMgFy
[2] https://grassrootsworkshops.com/workshops/how-to-use-technology-to-help-kids-communicate

Top URLs in Tweet in G8:
[2] https://forms.office.com/Pages/ResponsePage.aspx?id=IystuTVNcEST_2mspmMv_vA1y39JBa1OqYrO6YgRwpNUMkFZRkdPMk1IOTNLTllOVzdTTERVR1NVMi4u
[2] https://forms.office.com/Pages/ResponsePage.aspx?id=IystuTVNcEST_2mspmMv_vA1y39JBa1OqYrO6YgRwpNUQ1dYVTFNOEhFUUhWNjRJQjlWOUFKMzZKOC4u
[2] https://twitter.com/doug_goldman/status/1406254426919165955
[2] https://twitter.com/RutgersAltRoute/status/1406264255402287105
[2] https://twitter.com/barrykid1/status/1406260144812474370
[2] https://streamyard.com/fwi6j46kdf
[2] https://twitter.com/DLTerpolilli/status/1406259052771004417
[1] https://twitter.com/shadualz/status/1406253813649059840
[1] https://twitter.com/CGaines74976251/status/1406254626194788356
[1] https://twitter.com/IovineDaniella/status/1406254939987492869

Top URLs in Tweet in G9:
[4] https://www.youtube.com/playlist?list=PLgyyE3qHAKR9YQmIqoHZSiqlFCsU7zEi3

[3] https://www.amazon.co.uk/Secret-EdTech-Diary-Educational-Technology/dp/1913622630/
[2] https://cretechblog.blogspot.com/2021/06/facts-and-q-about-edtech.html
[2] https://ictevangelist.com/so-what-so-that/
[2] https://conference.iste.org/2021/program/search/index.php?cs=%7B%22text%22%3A%22NetSupport%22%7D
[1] https://mxjspeaker.com/podcast-guest/
[1] https://www.pscp.tv/w/c5yeXDFYSlFrYXdOeWxXakx8MW5BSkVMQXpSTEFHTLKmV6VmtvzkiQ-nK-adQrP63dl80qUoFboOEL3SGol-
[1] https://www.myedtech.life/s1e73/
[1] http://www.myedtech.life/73/
[1] https://www.speeqo.com/form

Top URLs in Tweet in G10:
[1] https://yourstory.com/herstory/2021/06/kunal-shah-vijay-shekhar-sharma-edtech-product-manager/amp
[1] https://twitter.com/unacademy/status/1405397293705035776

Top Domains
Top Domains in Tweet in Entire Graph:
[302] twitter.com
[264] blogspot.com
[104] co.uk
[103] youtube.com
[103] google.com
[77] edsurge.com
[64] linkedin.com
[61] thepaperlesstrail.com
[57] facebook.com
[54] wordpress.com

Top Domains in Tweet in G1:
[201] blogspot.com
[34] edsurge.com
[30] co.uk
[30] dan.com
[28] youtube.com
[28] twitter.com
[28] forbes.com
[24] sch.id
[24] getfundedafrica.com
[23] tcea.org

Top Domains in Tweet in G2:
[20] twitter.com
[16] linkedin.com
[15] yourstory.com
[15] uis.edu
[14] indiatimes.com
[10] co.uk
[10] livemint.com
[10] edtech-media.com
[10] talkingproducts.com
[9] youtube.com

Top Domains in Tweet in G3:
[43] wordpress.com
[35] oodlu.org
[29] youtube.com
[29] twitter.com
[29] edtechreview.in
[26] edsurge.com
[24] neolms.com
[24] voicestorm.com
[24] co.uk
[21] blogspot.com

Top Domains in Tweet in G4:
[61] thepaperlesstrail.com
[30] shakeuplearning.com
[23] ditchthattextbook.com
[20] twitter.com
[19] amazon.com
[16] google.com
[15] graspablemath.com
[13] rdene915.com
[12] apple.com
[6] gettingsmart.com

Top Domains in Tweet in G5:
[1] theguardian.com

Top Domains in Tweet in G6:
[9] okt.to
[7] withgoogle.com
[5] nyscate.org
[3] twitter.com
[3] boxlight.com
[3] bit.ly
[2] uktech.news
[2] igniteseriousplay.com
[2] eventbrite.com
[2] youtube.com

Top Domains in Tweet in G7:
[21] google.com
[14] pledgecents.com
[10] twitter.com
[9] daveburgessconsulting.com
[7] amazon.com
[5] youtube.com
[4] blogspot.com
[2] thinkcerca.com
[2] linkedin.com
[2] grassrootsworkshops.com

Top Domains in Tweet in G8:
[54] twitter.com
[4] office.com
[3] libsyn.com
[2] edupodcastnetwork.com
[2] streamyard.com
[2] chrisnesi.com
[1] anchor.fm
[1] pscp.tv
[1] campaign-archive.com
[1] typing.com

Top Domains in Tweet in G9:
[5] youtube.com
[4] co.uk
[3] global-edtech.com
[2] myedtech.life
[2] twitter.com
[2] blogspot.com
[2] ictevangelist.com
[2] iste.org
[1] mxjspeaker.com
[1] pscp.tv

Top Domains in Tweet in G10:
[1] yourstory.com
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[4061] edtech
[773] education
[498] altrted
[448] edchat
[324] k12
[279] learning
[265] stem
[262] ai
[233] elearning
[139] edtechchat



Top Hashtags in Tweet in G1:
[661] edtech
[186] ai
[165] education
[92] technology
[84] coding
[77] stem
[69] edu
[69] computer
[65] elearning
[61] internet

Top Hashtags in Tweet in G2:
[445] edtech
[78] education
[62] byjus
[42] elearning
[34] edchat
[30] onlinelearning
[30] learning
[20] tech
[20] teachers
[17] edtechchat

Top Hashtags in Tweet in G3:
[646] edtech
[244] education
[169] k12
[130] learning
[120] edchat
[80] edtechchat
[76] goals
[70] stem
[64] kids
[56] elearning

Top Hashtags in Tweet in G4:
[282] edtech
[93] edchat
[67] education
[50] k12
[37] sel
[27] ditchbook
[21] iste
[19] educhat
[19] edutwitter
[19] googleedu

Top Hashtags in Tweet in G5:
[1] education
[1] futureoflearning
[1] edtech

Top Hashtags in Tweet in G6:
[70] edtech
[32] tls21
[25] education
[20] microsoftedu
[20] istelive
[18] learn4life
[11] learning
[9] theanywhereschool
[8] edchat
[8] educators

Top Hashtags in Tweet in G7:
[99] edtech
[35] edutech
[27] mathchat
[27] edtechmath
[27] mtbos
[26] edchat
[19] ditchbook
[17] cvtechtalk
[13] gsuiteedu
[13] googleedu

Top Hashtags in Tweet in G8:
[550] edtech
[484] altrted
[24] teachered
[6] altrte
[5] podcastpd
[3] podcastedu
[2] ffed
[2] altrded
[2] trypod
[2] altrred

Top Hashtags in Tweet in G9:
[46] edtech
[14] education
[13] edutwitter
[11] edchat
[5] stopmotion
[4] tiptoptipsedu
[3] connect
[3] learn
[3] inspire
[3] blendedlearning

Top Hashtags in Tweet in G10:
[2] unacademybelieve
[2] edtech

Top Words
Top Words in Tweet in Entire Graph:
[4057] #edtech
[1065] edtech
[794] students
[773] #education
[749] learning
[592] education
[554] more
[531] online
[505] rutgersaltroute
[498] #altrted

Top Words in Tweet in G1:
[661] #edtech
[190] unicorn
[190] tech
[186] #ai
[172] enricomolinari
[166] more
[166] uk
[165] #education
[134] education
[103] tutorial

Top Words in Tweet in G2:
[445] #edtech
[192] edtech
[87] learning
[78] #education
[67] education
[62] #byjus
[58] more
[55] students
[42] #elearning
[40] startup

Top Words in Tweet in G3:
[646] #edtech
[244] #education
[169] #k12
[139] learning
[130] #learning
[120] #edchat
[114] students
[98] school
[97] education
[80] #edtechchat

Top Words in Tweet in G4:
[282] #edtech
[93] #edchat
[67] #education
[51] learning
[50] #k12
[49] free
[47] students
[42] google
[40] rdene915
[39] teachers

Top Words in Tweet in G5:
[188] edtech
[187] edu
[187] online
[187] sunrise
[187] nest
[187] sameer_609
[186] kids
[186] wanna
[186] let's
[186] hotmail

Top Words in Tweet in G6:
[70] #edtech
[37] trox_edtech
[34] googleforedu
[32] june
[32] check
[32] #tls21
[29] see
[29] meet
[29] learning
[29] lacueorg

Top Words in Tweet in G7:
[99] #edtech
[51] jakemillertech
[38] tool
[37] check
[35] #edutech
[30] really
[28] teach
[27] math
[27] need
[27] explore

Top Words in Tweet in G8:
[550] #edtech
[493] rutgersaltroute
[484] #altrted
[278] students
[199] technology
[130] use
[84] google
[84] parents
[82] learning
[70] year

Top Words in Tweet in G9:
[46] #edtech
[21] alkingsley_edu
[17] great
[16] check
[15] join
[14] #education
[14] edtech
[14] mattrhoads1990
[13] book
[13] #edutwitter

Top Words in Tweet in G10:
[94] beerbicepsguy
[94] unacademy
[93] one
[92] team
[91] entire
[91] massive
[91] inspiration
[91] personally
[91] scaling
[91] youtube

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[448] #altrted,#edtech
[187] edtech,edu
[187] edu,online
[187] sunrise,nest
[186] sameer_609,hotmail
[184] hotmail,91
[184] 91,9971604747
[175] co,founder
[164] innovative,ideas
[163] online,company

Top Word Pairs in Tweet in G1:
[83] unicorn,nest
[83] nest,uk
[83] uk,hits
[83] hits,milestone
[83] milestone,100
[83] 100,1bn
[83] 1bn,tech
[83] tech,companies
[83] companies,more
[83] more,rest

Top Word Pairs in Tweet in G2:
[55] #byjus,#edtech
[20] edtech,startup
[18] #edtech,#education
[18] learn,more
[15] #edtech,#edtechchat
[13] #edtech,#edchat
[13] edtech,app
[13] #altrted,#edtech
[12] digital,education
[11] #education,#edtech

Top Word Pairs in Tweet in G3:
[76] #learning,#goals
[61] #goals,#kids
[59] #stem,#edtech
[56] knowledge,transfer
[53] #k12,#education
[52] #education,#stem
[50] #edtech,#maths
[48] #education,#edtech
[47] #maths,#facts
[42] #success,#k12

Top Word Pairs in Tweet in G4:
[77] #edtech,#edchat
[24] #ditchbook,#edtech
[20] #sel,#edtech
[17] students,teachers
[16] jmattmiller,burgessdave
[16] burgessdave,joemarquez70
[16] joemarquez70,jcorippo
[15] #edtech,#k12
[15] jcorippo,brentcoley
[15] graspable,math

Top Word Pairs in Tweet in G5:
[187] edtech,edu
[187] edu,online
[187] sunrise,nest
[186] sameer_609,hotmail
[184] hotmail,91
[184] 91,9971604747
[163] online,company
[163] company,wife
[163] wife,monika
[163] monika,co

Top Word Pairs in Tweet in G6:
[28] trox_edtech,tierneyhq
[26] june,14
[25] tierneyhq,lacueorg
[25] lacueorg,#tls21
[24] meet,trox_edtech
[24] #tls21,june
[24] 14,17
[24] 17,booth
[24] booth,hours
[24] hours,00

Top Word Pairs in Tweet in G7:
[33] #edtech,#edutech
[27] teach,math
[27] math,need
[27] need,explore
[27] explore,tool
[27] tool,really
[27] really,neat
[27] neat,#mathchat
[27] #mathchat,#edtechmath
[27] #edtechmath,#mtbos

Top Word Pairs in Tweet in G8:
[435] #altrted,#edtech
[52] rutgersaltroute,a5
[49] rutgersaltroute,a3
[49] rutgersaltroute,a4
[46] rutgersaltroute,a2
[42] rutgersaltroute,a1
[36] use,technology
[32] google,classroom
[32] rutgersaltroute,#altrted
[30] using,technology

Top Word Pairs in Tweet in G9:
[8] podcastedtech,innovatemyschl
[8] innovatemyschl,classtechtips
[8] classtechtips,ictmagic
[6] ask,questions
[6] 30,years
[6] favorite,instructional
[6] instructional,strategy
[6] strategy,use
[6] use,amplify
[6] amplify,student

Top Word Pairs in Tweet in G10:
[91] entire,unacademy
[91] unacademy,team
[91] team,massive
[91] massive,inspiration
[91] inspiration,personally
[91] personally,scaling
[91] scaling,youtube
[91] youtube,channel
[91] channel,one
[90] beerbicepsguy,entire

Top Replied-To
Top Replied-To in Entire Graph:
@rutgersaltroute
@juandoming
@barrykid1
@elonmusk
@slpether
@dlterpolilli
@mrdimauro
@richminer
@nduck87
@shadualz

Top Replied-To in G1:
@matterport
@ubtechedu
@soniyasylf
@strawbees
@writtenbymurphy
@av_jamesking
@foreignadmits
@robandkennedy
@leonigroup
@ixperiencect

Top Replied-To in G3:
@labster
@ggatguelph
@neilemerydotcom
@edtech_highered
@edcommission
@mckinseydigital
@upgrad_edu
@ccjacademy
@francissuarez
@dbe_sa

Top Replied-To in G4:
@techyleaderedu
@coriorlando1
@flefj
@i_teach_things
@janetmelling
@commonlit
@whatthetrigmath
@adriannaastle
@vipulasharma1
@loumycroft

Top Replied-To in G5:
@elonmusk
@richminer
@kunalb11
@sundarpichai
@softbank
@mariaderchi
@alwaleed_talal
@kbsalsaud
@alwaleed_philan
@damirbecirovic

Top Replied-To in G6:
@jlenore24
@ccpsidi
@drdavidwicks
@frontlineedu
@adobeforedu
@riverside_hart
@trox_edtech
@nodooley

Top Replied-To in G7:
@gccisd_edtech
@teacher2teacher
@technologylaura

Top Replied-To in G8:
@rutgersaltroute
@barrykid1
@dlterpolilli
@shadualz
@mrdimauro
@spaul6414
@heatherngoma
@ashleystrysko
@lauramerkel14

Top Replied-To in G9:
@edtech_ethan
@ictevangelist
@mattrhoads1990
@toddwhitaker
@txtechchick
@mrcookachsmusic
@teacherooapp
@tinkercad
@rondelle10_b
@danielbundred

Top Replied-To in G10:
@sanjayjavin
@kunalb11
@tnishakar

Top Mentioned
Top Mentioned in Entire Graph:
@rutgersaltroute
@enricomolinari
@beerbicepsguy
@unacademy
@rdene915
@lindiwematlali
@cityam
@learnography
@mashable
@edsurge

Top Mentioned in G1:
@enricomolinari
@mashable
@cityam
@smkn1pnyk
@hexabitzinc
@bnpparibas
@edsurge
@eraser
@tcea
@domainfq

Top Mentioned in G2:
@talkingpro
@mredutechnology
@2peasandadog
@cx_middlesex
@legacyearlyc
@literarymaven
@3rteachertrain
@_prarthna
@s_r_asia

Top Mentioned in G3:
@learnography
@rdene915
@edtech_highered
@edtech_k12
@zeid_factor
@etr_in
@onrampedu
@eraser
@teachersfirst
@edsurge

Top Mentioned in G4:
@rdene915
@jmattmiller
@shakeuplearning
@techyleaderedu
@iste
@ericcurts
@thriveinedu
@burgessdave
@mrkempnz
@edtech_podcast

Top Mentioned in G5:
@vkhosla
@felicis
@nbt
@elonmusk
@nithin0dha
@ryanjsweeney
@miamiangelsvc
@brianbrackeen
@guideline401k
@mamoonha

Top Mentioned in G6:
@trox_edtech
@lacueorg
@tierneyhq
@microsoftedu
@googleforedu
@ncce_edtech
@asus
@averinformation
@newlineideamax
@hayessoftware

Top Mentioned in G7:
@jakemillertech
@mrshowell24
@meganferne
@peardeck
@halkumhms
@goldedullc
@pledgecents
@nightzookeeper
@classcraftgame
@nowatechie

Top Mentioned in G8:
@rutgersaltroute
@mrnesi
@barrykid1
@raquelwilliam37
@spaul6414
@heatherngoma
@google
@goodyapples23
@dlterpolilli
@mrteach25225524

Top Mentioned in G9:
@alkingsley_edu
@classtechtips
@mattrhoads1990
@myedtechlife
@edtechevans
@podcastedtech
@innovatemyschl
@ictmagic
@mrerdoganedu
@techteacher1381

Top Mentioned in G10:
@beerbicepsguy
@unacademy
@rajatsethi86
@shukla_pks
@sanjayjavin
@kunalb11
@vs0007
@herstoryys
@vijayshekhar
@nathanblec

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@cybersec_feeds
@chidambara09
@bella623
@roblwilson
@xaelbot
@aaroncuddeback
@evankirstel
@codedailybot
@coopmike48

Top Tweeters in G1:
@sectest9
@cybersec_feeds
@chidambara09
@xaelbot
@aaroncuddeback
@evankirstel
@codedailybot
@bexxmodd
@aldoceccarelli
@cybersecurityn8

Top Tweeters in G2:
@dev_discourse
@ntvkenya
@into_ai
@amiyazaki777
@globalfirstnews
@jfjabbo
@haniwafactory
@carlesdijous
@asxasay
@newpaper24

Top Tweeters in G3:
@seekingalpha
@moniselseward
@bigtickhk
@coder_487
@nytimes
@raesnape
@julietkego
@godfrey_g_
@designthinkbot
@education_24x7

Top Tweeters in G4:
@lorimoreno
@isthisab0t
@alicekeeler
@iamdrwill
@melanie_korach
@rdene915
@burgessdave
@natrellabot
@bob_lazzari
@jcorippo

Top Tweeters in G5:
@guardian
@cnnarabic
@techmeme
@saudiatv
@yamsh3l
@rubinreport
@softbank
@guillaumerozier
@jasonlk
@zerodhaonline

Top Tweeters in G6:
@humanre41270855
@princefofficial
@fingonc
@princeraju4005
@lieberrian
@deyaniras
@rlfreedm
@rosscoops31
@indritvucaj
@microsoftedu

Top Tweeters in G7:
@devmicrocosm
@teacher2teacher
@adleen_ahmad
@techtia
@progiuri
@seriousgames123
@edutech_ness
@pledgecents
@jakemillertech
@classdojo

Top Tweeters in G8:
@google
@starsportsindia
@barrykid1
@dbc___
@mrnesi
@spaul6414
@pauloneill1972
@sennheiserusa
@energycredit1
@disneyplushs

Top Tweeters in G9:
@chuddles11
@_steve2_
@ictevangelist
@rondelle10_b
@ictmagic
@tonyparkin
@classtechtips
@bobharrisonedu
@dawnhallybone
@toddwhitaker

Top Tweeters in G10:
@nkoraput
@ahmedjani_shaik
@vijayshekhar
@unacademy
@herstoryys
@knowledge2weal1
@palash_kum
@cricketlover84
@choudharyasha5
@_soniashenoy