edtech, Twitter, 5/23/2022 2:11:25 PM, 276892


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edtech_2022-05-23_03-45-02.xlsx
edtech_2022-05-23_03-45-02.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 23, 2022
Short Description:
edtech via NodeXL https://bit.ly/3lzKz1L
@scalarhumanity
@markj_ohnson
@ftc
@edtech_podcast
@br_rh1
@khanacademy
@mohinder1011
@rdene915
@malpani
@educationbnb

Top hashtags:
#edtech
#education
#edchat
#ai
#byjus
#k12
#elearning
#learning
#stem
#edutwitter

Description:
Description
The graph represents a network of 6,223 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, 23 May 2022 at 11:00 UTC.

The requested start date was Monday, 23 May 2022 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, 17-hour, 23-minute period from Thursday, 19 May 2022 at 06:36 UTC to Monday, 23 May 2022 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 : 6223
Unique Edges : 5732
Edges With Duplicates : 11051
Total Edges : 16783
Number of Edge Types : 5
Tweet : 2297
Replies to : 331
Retweet : 4182
MentionsInRetweet : 6516
Mentions : 3457
Self-Loops : 2384
Reciprocated Vertex Pair Ratio : 0.0448132780082988
Reciprocated Edge Ratio : 0.0857823669579031
Connected Components : 1067
Single-Vertex Connected Components : 572
Maximum Vertices in a Connected Component : 3747
Maximum Edges in a Connected Component : 13152
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.038457
Graph Density : 0.000227611375000497
Modularity : 0.469352
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 6,223 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, 23 May 2022 at 11:00 UTC.

The requested start date was Monday, 23 May 2022 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, 17-hour, 23-minute period from Thursday, 19 May 2022 at 06:36 UTC to Monday, 23 May 2022 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:
[43] https://business.facebook.com/Net.Learning.Soluciones.elearning/photos/a.123264531055075/3880037625377728/?type=3&theater
[21] https://trib.al/8TXoJZj
[19] https://silabu.com:443/
[15] https://www.forbes.com/sites/forbesbusinesscouncil/2022/05/20/three-emerging-educational-opportunities-in-the-metaverse/
[15] https://stranerd.com/
[14] https://samuelmcneill.com/2017/03/06/great-example-of-onenote-class-notebooks-in-a-school/
[13] https://www.insurancethoughtleadership.com/talent-gap/what-are-insurers-top-talent-objectives
[13] https://educationblog.microsoft.com/en-us/2022/05/teachers-surveyed-say-accessible-tech-is-needed-now-more-than-ever
[13] https://mixed-news.com/en/ai-boosts-education-ai-tutor-guides-more-people-to-complete-courses/#disqus_thread
[12] https://techcrunch.com/2022/05/19/class-acquisition-blackboard-collaborate-210-million/?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G1:
[13] https://samuelmcneill.com/2017/03/06/great-example-of-onenote-class-notebooks-in-a-school/
[7] https://vanmeterlibraryvoice.blogspot.com/2022/05/a-special-end-of-year-message-board-for.html
[3] https://blog.tcea.org/digital-citizenship-week-free-resources-pk-12-lessons/
[2] https://www.eschoolnews.com/2022/02/01/5-reasons-to-partner-with-an-online-learning-provider/
[2] https://www.netsupportsoftware.com/rise-magazine/
[2] https://www.peardeck.com/celebrating-students-templates
[2] https://edtechmagazine.com/k12/article/2021/12/building-culture-digital-innovation-education-student-devices
[2] https://twitter.com/Biblionasium/status/1525910855480659969
[2] https://educationblog.microsoft.com/en-us/2022/05/teachers-surveyed-say-accessible-tech-is-needed-now-more-than-ever
[2] https://k12techtalkpodcast.com

Top URLs in Tweet in G2:
[8] https://techcrunch.com/2022/05/19/class-acquisition-blackboard-collaborate-210-million/?utm_source=dlvr.it&utm_medium=twitter
[7] https://techcrunch.com/2022/05/19/class-acquisition-blackboard-collaborate-210-million/
[5] https://app.alludolearning.com:443/games/1104-sel-and-wellness/players/3727-tamela-solether
[4] http://www.educatorstechnology.com/2020/07/10-great-edtech-websites-for-teachers.html?utm_source=dlvr.it&utm_medium=twitter
[4] https://www.techmeme.com/220519/p37
[4] https://yourstory.com/2022/05/online-offline-inside-indian-edtech-companies-hybrid/amp
[4] https://finance.yahoo.com/news/class-buys-tech-own-founder-180311906.html
[4] https://edtechmagazine.com/k12/article/2022/05/can-administrators-ensure-ethical-use-ai-k-12-education
[4] https://www.ulektznews.com/
[3] https://www.freetech4teachers.com/2022/05/tara-planning-tool-for-new-and-veteran.html

Top URLs in Tweet in G3:
[5] https://breshna.io
[4] http://brenhamtechdaily.blogspot.com/2022/05/please-not-another-end-of-year-picture.html
[3] http://brenhamtechdaily.blogspot.com/2017/06/thursday-thank-you-edufamilyday.html
[2] https://www.alt.ac.uk/news/all_news/levelling-learning-voctech-professionals
[2] https://www.glideapps.com/r/OX1AaZtU2wwv63R3FyKh
[2] https://xtiles.app/en
[2] https://youtu.be/4B05NA9dD5g
[1] https://bookcreator.com/2021/03/the-chromebook-infused-classroom-microbook/?utm_content=208760714&utm_medium=social&utm_source=twitter&hss_channel=tw-236830345
[1] https://ufi.co.uk/voctech-directory/thrive-community-2022-career-matters/
[1] https://twitter.com/qub_ael/status/1527585911764144129

Top URLs in Tweet in G4:
[15] https://www.forbes.com/sites/forbesbusinesscouncil/2022/05/20/three-emerging-educational-opportunities-in-the-metaverse/
[13] https://mixed-news.com/en/ai-boosts-education-ai-tutor-guides-more-people-to-complete-courses/#disqus_thread
[4] https://corp.smartbrief.com/original/2022/05/teacher-should-drive-edtech-design?utm_content=buffer04444&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[4] https://www.datasciencecentral.com/profiles/blogs/the-influence-of-ai-and-ml-on-online-education
[2] https://trendingineducation.com/2022/05/bringing-digital-transformation-to-the-front-of-the-classroom/
[2] https://www.edutopia.org/article/early-history-edtech
[2] https://www.masscue.org/event/polarpark2022/?event_date=2022-06-14
[2] https://elearningindustry.com/gamification-in-edtech-the-future-of-innovative-learning?utm_medium=social&utm_source=twitter
[2] https://elearninginfographics.com/what-is-microlearning-within-elearning-infographic-flowsparks/?utm_medium=social&utm_source=twitter
[2] https://amazingworkplaces.co/indias-fastest-growing-edtech-brand-infinity-learn-by-sri-chaitanya-is-now-certified-the-great-place-to-work/

Top URLs in Tweet in G5:
[13] https://www.insurancethoughtleadership.com/talent-gap/what-are-insurers-top-talent-objectives
[10] https://www.msn.com/en-in/news/other/heres-how-metaverse-is-bringing-about-a-change-in-the-education-sector/ar-AAXuzU3?ocid=BingNewsSearch
[6] https://cio.economictimes.indiatimes.com/news/next-gen-technologies/is-ai-even-the-right-solution-to-your-business-problem/91586226
[4] https://www.entrepreneur.com/article/427791
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=276726
[3] https://www.ndtv.com/business/decentralised-finance-is-changing-the-way-we-borrow-or-lend-2982877
[2] https://www.lse.ac.uk/granthaminstitute/news/building-the-potential-of-blockchain-in-voluntary-carbon-markets/
[2] https://www.msn.com/en-us/money/markets/how-blockchain-is-providing-nourishment-for-the-global-food-sustainability-system-opinion/ar-AAXjUvd?ocid=BingNewsSearch
[2] https://www.linkedin.com/pulse/blockchain-financial-application-development-technology-/
[2] https://techcrunch.com/2022/05/13/to-win-insurtech-2-0-focus-on-underwriting-before-growth/

Top URLs in Tweet in G6:
[10] https://educationblog.microsoft.com/en-us/2022/05/teachers-surveyed-say-accessible-tech-is-needed-now-more-than-ever
[9] https://www.edsurge.com/news/2022-05-17-the-pandemic-s-lasting-lessons-for-colleges-from-academic-innovation-leaders?utm_campaign=site&utm_content=share-519
[4] https://sites.google.com/ecisd.school/ecisdedtechsummit2022/home
[3] https://www.tiktok.com/@mtholfsen/video/7099948424333741355?_t=8STqEx1m21u&_r=1
[3] https://www.edsurge.com/news/2022-05-20-panic-over-sel-is-unfounded-here-s-why?utm_campaign=site&utm_content=share-520
[2] http://melanielinktaylor.mzteachuh.org/2022/05/resources-for-social-emotional-learning.html?spref=tw
[2] http://melanielinktaylor.mzteachuh.org/2022/05/summer-reading-choices-books-and-free.html?spref=tw
[2] https://www.youtube.com/watch?v=xMKloxq-GkA&feature=youtu.be

[2] https://www.edweek.org/technology/case-study-the-hard-transition-to-1-to-1-computing-continues/2022/05?utm_source=tw&utm_medium=soc&utm_campaign=edit
[2] https://www.edweek.org/technology/what-schools-can-do-now-to-ensure-their-new-technology-lasts-beyond-the-covid-cash-boom/2022/05?utm_source=tw&utm_medium=soc&utm_campaign=edit

Top URLs in Tweet in G7:
[4] https://consumer.ftc.gov/consumer-alerts/2022/05/your-kid-using-education-technology-read?utm_campaign=is_your_kid_using_educati&utm_content=1653072070&utm_medium=social&utm_source=twitter
[3] https://blogs.lse.ac.uk/medialse/2022/05/18/algorithmic-personalization-is-disrupting-a-healthy-teaching-environment/
[3] https://www.ftc.gov/system/files/ftc_gov/pdf/Policy%20Statement%20of%20the%20Federal%20Trade%20Commission%20on%20Education%20Technology.pdf
[2] https://www.cyberscoop.com/ed-tech-ftc-coppa/
[2] https://www.ftc.gov/media/ftc-doj-merger-guidelines-listening-forum-technology-may-12-2022
[2] https://www.ftc.gov/news-events/news/press-releases/2022/05/ftc-crack-down-companies-illegally-surveil-children-learning-online
[1] https://bit.ly/3PrORWR
[1] https://twitter.com/ftc/status/1527361261377204245
[1] https://twitter.com/keithkrueger/status/1527898594698620929
[1] https://www.knappstrategic.com/accessiversity

Top URLs in Tweet in G8:
[2] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Fjavascript.plainenglish.io%2Fhow-to-get-your-child-interested-in-programming-94ca02712310
[1] https://twitter.com/JohnRDallasJr/status/1527324067098873856
[1] https://www.insidehighered.com/blogs/just-visiting/you-can%E2%80%99t-ignore-pandemic-happened
[1] https://www.youtube.com/watch?v=9z19tjMF8_s&feature=youtu.be

[1] https://apps.apple.com/pk/app/unicorn-educating-kids/id1625078983
[1] https://er.educause.edu/articles/2022/2/no-cheat-code-exploring-the-intersection-of-empathy-and-technology

Top URLs in Tweet in G10:
[3] https://sites.google.com/cloud.woodhill.greenwich.sch.uk/ipatedtech/newsletter-may-2022
[3] https://rsvp.withgoogle.com/events/reference-school-events-england
[2] https://edtechdemo.ucst.uk/
[2] https://twitter.com/merlynmind/status/1527312604762603521
[1] https://samuelmcneill.com/2017/03/06/great-example-of-onenote-class-notebooks-in-a-school/
[1] https://bit.ly/3G8FneD
[1] https://twitter.com/WeVideoEdu/status/1526963347173912576
[1] https://twitter.com/dashleyuk/status/1527892434381938688
[1] https://donorbox.org/support-the-flip-project
[1] https://go.merlyn.org/caldwell

Top Domains
Top Domains in Tweet in Entire Graph:
[269] twitter.com
[143] youtube.com
[92] indiatimes.com
[89] co.uk
[86] edsurge.com
[61] oodlu.org
[57] google.com
[55] facebook.com
[52] amazon.com
[51] rdene915.com

Top Domains in Tweet in G1:
[49] twitter.com
[41] rdene915.com
[40] amazon.com
[39] voicestorm.com
[34] shakeuplearning.com
[28] edtechmagazine.com
[22] samuelmcneill.com
[21] youtube.com
[21] tcea.org
[15] google.com

Top Domains in Tweet in G2:
[39] indiatimes.com
[39] twitter.com
[27] dy.si
[22] youtube.com
[19] edtech-media.com
[17] co.jp
[17] techcrunch.com
[16] freetech4teachers.com
[14] google.com
[13] yourstory.com

Top Domains in Tweet in G3:
[53] oodlu.org
[38] twitter.com
[28] youtube.com
[22] indiatimes.com
[17] yourstory.com
[15] edtechreview.in
[11] blogspot.com
[11] dy.si
[10] edsurge.com
[9] mattharrisedd.com

Top Domains in Tweet in G4:
[24] forbes.com
[15] linkedin.com
[14] twitter.com
[14] mixed-news.com
[13] livemint.com
[10] scoop.it
[10] teq.com
[9] indiatimes.com
[9] wordpress.com
[8] neolms.com

Top Domains in Tweet in G5:
[19] msn.com
[17] insurancethoughtleadership.com
[13] indiatimes.com
[10] edsurge.com
[6] nodexlgraphgallery.org
[6] downingedtech.com
[5] twitter.com
[5] timeshighereducation.com
[4] entrepreneur.com
[4] ndtv.com

Top Domains in Tweet in G6:
[54] edsurge.com
[16] microsoft.com
[10] co.uk
[7] tiktok.com
[7] mzteachuh.org
[6] youtube.com
[5] google.com
[5] edweek.org
[3] twitter.com
[3] smartbrief.com

Top Domains in Tweet in G7:
[19] ftc.gov
[18] twitter.com
[5] edscoop.com
[3] ac.uk
[3] epic.org
[2] cyberscoop.com
[2] youtube.com
[1] bit.ly
[1] axios.com
[1] medium.com

Top Domains in Tweet in G8:
[6] downingedtech.com
[5] twitter.com
[4] newsbtc.com
[3] medium.com
[3] ciddl.org
[2] uconn.edu
[2] insidehighered.com
[2] hireedu.com
[1] iseurope.org
[1] edtechmagazine.com

Top Domains in Tweet in G10:
[8] ucst.uk
[7] twitter.com
[6] google.com
[6] youtube.com
[5] bit.ly
[4] merlyn.org
[3] rdene915.com
[3] withgoogle.com
[2] donorbox.org
[1] youtu.be

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3723] edtech
[677] education
[350] edchat
[301] ai
[292] byjus
[254] k12
[191] elearning
[164] learning
[154] stem
[153] edutwitter



Top Hashtags in Tweet in G1:
[679] edtech
[231] education
[160] k12
[118] sel
[97] edchat
[71] edutwitter
[57] learning
[53] teachertwitter
[44] cdwsocial
[40] teaching

Top Hashtags in Tweet in G2:
[485] edtech
[104] byjus
[63] education
[31] onlinelearning
[19] teachers
[19] edchat
[19] edtechchat
[18] highereducation
[17] elearning
[17] 教員採用試験

Top Hashtags in Tweet in G3:
[579] edtech
[118] byjus
[106] education
[80] edchat
[43] edtechchat
[42] homeschool
[36] homeschooling
[30] elearning
[27] onlinelearning
[24] edutech

Top Hashtags in Tweet in G4:
[407] edtech
[102] ai
[77] education
[45] iot
[43] edchat
[41] elearning
[40] byjus
[40] machinelearning
[34] bigdata
[34] datascience

Top Hashtags in Tweet in G5:
[210] edtech
[101] ai
[87] iot
[69] coding
[69] influence
[65] womenintech
[59] womeninstem
[57] technology
[49] ml
[47] stem

Top Hashtags in Tweet in G6:
[136] edtech
[65] mieexpert
[51] onenote
[14] microsoftedu
[14] microsoftteams
[13] stem
[12] accessibility
[12] edchat
[12] education
[10] anme

Top Hashtags in Tweet in G7:
[57] edtech
[8] coppa
[7] digisprong
[7] ict
[4] privacy
[3] opensourcesoftware
[3] lms
[3] onderwijs
[3] eis
[2] ftcmeeting

Top Hashtags in Tweet in G8:
[65] edtech
[46] highered
[14] avtweeps
[14] ise2022
[12] higheredav
[12] education
[8] avintheam
[7] elearning
[6] infocomm22
[6] accessibility

Top Hashtags in Tweet in G10:
[37] edtech
[10] ai
[7] education
[6] wevideo
[4] startups
[3] merlynmind
[3] learning
[3] teaching
[3] sel
[3] chrome

Top Words
Top Words in Tweet in Entire Graph:
[3724] #edtech
[1569] edtech
[782] learning
[679] #education
[676] education
[595] more
[489] students
[391] learn
[388] school
[377] digital

Top Words in Tweet in G1:
[679] #edtech
[232] #education
[165] tcea
[160] rdene915
[160] #k12
[120] check
[118] #sel
[112] more
[104] edtech
[104] canva

Top Words in Tweet in G2:
[485] #edtech
[291] edtech
[104] #byjus
[99] more
[99] learning
[69] education
[63] #education
[62] tech
[59] students
[48] learn

Top Words in Tweet in G3:
[579] #edtech
[118] #byjus
[106] #education
[102] edtech
[82] learning
[80] #edchat
[80] education
[64] students
[57] more
[56] digital

Top Words in Tweet in G4:
[408] #edtech
[102] #ai
[97] education
[77] #education
[74] learning
[65] edtech
[62] more
[56] juandoming
[49] students
[45] #iot

Top Words in Tweet in G5:
[210] #edtech
[136] kred
[101] #ai
[87] #iot
[69] #coding
[69] #influence
[68] gave
[65] #womenintech
[59] #womeninstem
[57] #technology

Top Words in Tweet in G6:
[135] #edtech
[76] mtholfsen
[65] #mieexpert
[60] edsurge
[51] #onenote
[46] looking
[41] re
[40] learning
[39] whether
[39] brush

Top Words in Tweet in G7:
[164] ftc
[105] edtech
[97] policy
[87] statement
[81] children
[74] online
[68] companies
[59] agency
[57] learning
[57] #edtech

Top Words in Tweet in G8:
[65] #edtech
[46] #highered
[24] program
[22] more
[19] education
[19] frontiers_2022
[18] josiahway
[17] eos
[17] 503
[16] excited

Top Words in Tweet in G9:
[3] nftadidas
[2] edtech_mrlee
[2] kadem_edtech

Top Words in Tweet in G10:
[37] #edtech
[15] support
[15] googleforedu
[14] use
[13] video
[12] see
[11] merlynmind
[11] students
[10] digital
[10] caldwellvoice

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[225] #byjus,#edtech
[147] learn,more
[146] #edchat,#edtech
[144] #education,#edtech
[112] #edtech,#education
[97] #edtech,#edchat
[93] policy,statement
[87] edtech,startup
[86] edtech,company
[77] young,people

Top Word Pairs in Tweet in G1:
[47] school,year
[44] #education,#edtech
[43] #sel,#edtech
[37] learn,more
[37] periodic,table
[34] #education,#edchat
[32] #edtech,#k12
[30] time,upgrade
[30] upgrade,canva
[30] canva,search

Top Word Pairs in Tweet in G2:
[82] #byjus,#edtech
[36] linköping,university
[35] edtech,company
[31] class,buys
[31] buys,tech
[31] first,edtech
[31] company,210
[31] 210,million
[30] tech,founder
[30] founder,first

Top Word Pairs in Tweet in G3:
[94] #byjus,#edtech
[66] #edchat,#edtech
[42] #edtech,#homeschool
[35] #homeschool,#homeschooling
[22] #efl,#elt
[21] #edtech,#education
[21] #esl,#efl
[21] #elt,#tesol
[20] #tefl,#edtech
[19] #education,#edtech

Top Word Pairs in Tweet in G4:
[32] #byjus,#edtech
[29] artificial,intelligence
[26] 10,roles
[26] roles,artificial
[26] intelligence,education
[26] education,#machinelearning
[26] #machinelearning,#ai
[26] #ai,#python
[26] #python,#datascience
[26] #datascience,#bigdata

Top Word Pairs in Tweet in G5:
[68] gave,kred
[68] kred,#influence
[49] #ai,#ml
[48] eli_krumova,gave
[44] #womeninstem,#womenintech
[42] #ml,#iot
[42] #iot,#iiot
[27] #edtech,#ai
[26] #influence,#sdgs
[20] #dei,#womenempowerment

Top Word Pairs in Tweet in G6:
[39] whether,re
[39] re,#onenote
[39] #onenote,#mieexpert
[39] #mieexpert,looking
[39] looking,brush
[39] brush,skills
[39] skills,interactive
[39] interactive,guide
[39] guide,covers
[39] covers,tons

Top Word Pairs in Tweet in G7:
[81] policy,statement
[52] ftc,crack
[52] crack,down
[52] down,companies
[52] companies,illegally
[52] illegally,surveil
[52] surveil,children
[52] children,learning
[52] learning,online
[52] online,agency

Top Word Pairs in Tweet in G8:
[18] #highered,#edtech
[17] eos,503
[15] steveslota,eos
[12] 503,created
[12] created,support
[12] support,uconnneag
[12] uconnneag,uconn2summers
[12] uconn2summers,#edtech
[12] #edtech,program
[12] program,featured

Top Word Pairs in Tweet in G10:
[8] full,video
[6] #edtech,#ai
[6] see,voice
[6] voice,controlled
[6] controlled,digital
[6] digital,assistant
[6] assistant,saves
[6] saves,time
[6] time,reduces
[6] reduces,stress

Top Replied-To
Top Replied-To in Entire Graph:
@thefaadguy
@juandoming
@msetonline
@malpani
@philippulley
@kunksed
@mrnunesteach
@aryan_kochhar
@myedtechlife
@martinez_edtech

Top Replied-To in G1:
@mrnunesteach
@martinez_edtech
@myedtechlife
@edtech_k12
@ictevangelist
@inc_yv
@sarah_lucas_22
@fastcompany
@pewresearch
@alkingsley_edu

Top Replied-To in G2:
@intechsouthwest

Top Replied-To in G3:
@universityleeds
@primary_immune
@grammarly
@padlet
@synthesiaio
@just_maths
@gbla11yday
@learntechfr
@missmacict
@missmcdonell

Top Replied-To in G4:
@juandoming
@mcdonald_kecia
@myedtechlife
@datafiedschools
@openedx
@bimedotcom

Top Replied-To in G5:
@stevebrubaker
@2teach_edtech
@openlabsgh

Top Replied-To in G6:
@microsoftedu
@jasephu

Top Replied-To in G7:
@benpatrickwill
@ktdayg
@nancyebailey1
@livingstone_s
@ntampio
@epic
@rkslaughterftc
@ftcphillips
@douglevin

Top Replied-To in G8:
@chris_neto
@ped1971
@dkonopelko

Top Replied-To in G9:
@nftadidas
@katiepybus
@toonz_tnt
@burntooast

Top Replied-To in G10:
@bluum_edtech
@edtech_ipat
@almarkramos
@caldwellvoice
@northwoodhilton

Top Mentioned
Top Mentioned in Entire Graph:
@rdene915
@tcea
@ftc
@mtholfsen
@canva
@kred
@edsurge
@bold_insights
@stratorob
@technologylaura

Top Mentioned in G1:
@rdene915
@tcea
@canva
@technologylaura
@flipgrid
@edtech_k12
@thriveinedu
@ericcurts
@adobeexpress
@peardeck

Top Mentioned in G2:
@explorelearning
@edwaves
@goreaduk
@edutechcluster
@techknowmath
@gutenbergtech
@genovationinc
@thedcctl
@846somoshyt

Top Mentioned in G3:
@oodlu_tweets
@iste
@simpliteach
@europeanedtech
@bookcreatorapp
@renneemiko
@njasanews
@njapsa
@rdene915
@a_l_t

Top Mentioned in G4:
@juandoming
@ipfconline1
@paula_piccard
@forbes
@davidlucatch
@bimedotcom
@learntechfr
@andi_staub
@g
@rdene915

Top Mentioned in G5:
@kred
@stratorob
@eli_krumova
@hexabitzinc
@matlasmiller
@guygoldstein
@shai_wininger
@rozchowkoo
@iottestsorg
@linkedin

Top Mentioned in G6:
@mtholfsen
@edsurge
@microsoftedu
@theanme
@techecisd
@educationweek
@edutopia
@mindshiftkqed
@understoodorg
@teachthoughtpd

Top Mentioned in G7:
@ftc
@benpatrickwill
@cherkies
@natashanyt
@epicprivacy
@fairplayforkids
@velislava777
@sarargeoghegan
@linakhanftc
@kathondvla

Top Mentioned in G8:
@frontiers_2022
@josiahway
@steveslota
@uconnneag
@hetma_org
@ped1971
@uconn2summers
@tvanwoeart
@rdene915
@centxrz

Top Mentioned in G9:
@edtech_mrlee
@kadem_edtech
@kellyzacharias4
@kellyzi2430888
@kellyzmijewski
@kelly_2511
@kelly_bitmart
@kelly_cornwall5
@kelly_crypto867

Top Mentioned in G10:
@googleforedu
@merlynmind
@caldwellvoice
@wevideoedu
@ncce_edtech
@onenoteedu
@edtechdemo
@lgfl
@digitalrichards
@andybattese

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@chidambara09
@xaelbot
@codedailybot
@javascriptd
@cybersecurityn8
@glasgow_watch
@jfsebastian146
@httweets
@raumunz

Top Tweeters in G1:
@education_24x7
@brlanray
@alicekeeler
@bot_twlehrerz
@gmail
@fastcompany
@flipgrid
@iamdrwill
@gdorn1
@mssackstein

Top Tweeters in G2:
@stigmabasen
@kumparan
@fleming77
@esif22
@pavelnosok
@careerage
@newpaper24
@nazmulmarketer1
@ggtechau
@naijanewswire

Top Tweeters in G3:
@ntvkenya
@yvespdb
@greentechdon
@nba
@scalarhumanity
@news_nocode
@edinburgh_forum
@simpliteach
@sarahdateechur
@franchising247

Top Tweeters in G4:
@lllwry
@hubofml
@calcaware
@ailsaforshaw
@nicochan33
@juandoming
@thecuriousluke
@jamesvgingerich
@livemint
@shi4tech

Top Tweeters in G5:
@sectest9
@chidambara09
@xaelbot
@codedailybot
@cybersecurityn8
@jfsebastian146
@sudeepkhatri
@codernotesbot
@fabriciosx
@dataaugmented

Top Tweeters in G6:
@elevenbravo138
@hardistymark
@ukedchat
@mzteachuh
@educationweek
@stopvirtuastalk
@stem_ai
@blackbuzznews
@tstarkey1212
@edsurge

Top Tweeters in G7:
@beccanalia
@procm2
@nshrubs
@e2dot7182818284
@aranom12
@drnikhil_p_b
@greenesj333
@leftboomer
@agent_snark
@sumidatomohisa

Top Tweeters in G8:
@thepixeldevs
@intrinsicworld
@slackhq
@fullsail
@gamebotindie
@chris_neto
@thesmoothfactor
@indiegameherald
@gamedevminibot1
@mr_isaacs

Top Tweeters in G9:
@ecomentario
@pbsanstead
@katiepybus
@kelly_dalcour
@cblack__
@kellyzmijewski
@konbanwaaaaaaaa
@styrfoem
@cptmfs
@junimartinez_12

Top Tweeters in G10:
@ucloudify
@manifattura40
@socialdesigncr1
@educre8ive
@goldenashby
@cloudbusiness9
@casey_kosiorek
@jkatcher74
@tlmarkides
@wevideoedu