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edtech_2022-08-15_03-45-01.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
August 15, 2022
Short Description:
edtech via NodeXL https://bit.ly/3pnL54V
@markj_ohnson
@scalarhumanity
@netlearning20
@mtholfsen
@getiftech
@canva
@tcea
@cnil
@rdene915
@techyleaderedu

Top hashtags:
#edtech
#byjus
#education
#edchat
#k12
#stem
#elearning
#ai
#onlinelearning
#influence

Description:
Description
The graph represents a network of 4,254 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, 15 August 2022 at 11:02 UTC.

The requested start date was Monday, 15 August 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, 16-hour, 59-minute period from Thursday, 11 August 2022 at 07:00 UTC to Monday, 15 August 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 : 4254
Unique Edges : 3430
Edges With Duplicates : 10405
Total Edges : 13835
Number of Edge Types : 5
Mentions : 2189
Retweet : 3298
MentionsInRetweet : 4504
Replies to : 244
Tweet : 3600
Self-Loops : 3672
Reciprocated Vertex Pair Ratio : 0.0404731103308076
Reciprocated Edge Ratio : 0.077797513321492
Connected Components : 765
Single-Vertex Connected Components : 428
Maximum Vertices in a Connected Component : 2440
Maximum Edges in a Connected Component : 11046
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.433159
Graph Density : 0.000311182758684348
Modularity : 0.373991
NodeXL Version : 1.0.1.502
Data Import : The graph represents a network of 4,254 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, 15 August 2022 at 11:02 UTC.

The requested start date was Monday, 15 August 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, 16-hour, 59-minute period from Thursday, 11 August 2022 at 07:00 UTC to Monday, 15 August 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:
[54] https://timesofindia.indiatimes.com/city/allahabad/counselling-cell-to-be-set-up-in-each-school-to-prepare-students-for-competitive-exams/articleshow/91454001.cms
[53] https://www.outlookindia.com/outlook-spotlight/enhance-your-skill-based-learning-with-leadsguru-one-of-a-kind-edtech-platform-news-193510
[52] https://www.net-learning.com.ar/blog/diseno-instruccional/pasos-para-disenar-tu-proyecto-de-aprendizaje-digital.html
[39] https://yourstory.com/2022/04/edtech-pandemic-corporate-gurukul-offline-education/amp
[38] https://brandequity.economictimes.indiatimes.com/news/advertising/upgrad-uses-humour-to-promote-professional-doctorate-degree-in-new-campaign/91440020
[35] https://timesofindia.indiatimes.com/city/noida/just-like-private-ones-govt-schools-to-create-websites-within-3-months/articleshow/91527309.cms
[33] https://www.news18.com/news/business/unicorn-start-ups-know-the-indian-women-leading-over-1-billion-companies-5003113.html
[33] https://www.tiktok.com/@mtholfsen/video/7131118528060558634?_t=8UmbC9dm930&_r=1
[32] https://www.youtube.com/watch?v=Ithz4gzOO-g

[32] https://yourstory.com/2022/04/startup-news-updates-daily-roundup-april-28-2022-sbi-vedantu-byjus/amp

Top URLs in Tweet in G1:
[47] https://www.outlookindia.com/outlook-spotlight/enhance-your-skill-based-learning-with-leadsguru-one-of-a-kind-edtech-platform-news-193510
[47] https://timesofindia.indiatimes.com/city/allahabad/counselling-cell-to-be-set-up-in-each-school-to-prepare-students-for-competitive-exams/articleshow/91454001.cms
[35] https://yourstory.com/2022/04/edtech-pandemic-corporate-gurukul-offline-education/amp
[34] https://brandequity.economictimes.indiatimes.com/news/advertising/upgrad-uses-humour-to-promote-professional-doctorate-degree-in-new-campaign/91440020
[32] https://www.news18.com/news/business/unicorn-start-ups-know-the-indian-women-leading-over-1-billion-companies-5003113.html
[32] https://timesofindia.indiatimes.com/city/noida/just-like-private-ones-govt-schools-to-create-websites-within-3-months/articleshow/91527309.cms
[30] https://www.livemint.com/companies/start-ups/byjus-acquires-singapore-education-firm-northwest-11652189588089.html
[28] https://www.youtube.com/watch?v=Ithz4gzOO-g

[27] https://www.livemint.com/news/india/haryana-students-of-classes-10-12-to-get-free-tablets-internet-data-in-may-11649949133936.html
[27] https://yourstory.com/2022/04/startup-news-updates-daily-roundup-april-28-2022-sbi-vedantu-byjus/amp

Top URLs in Tweet in G2:
[18] https://techcrunch.com/2022/08/11/7-investors-discuss-why-edtech-startups-must-go-back-to-basics-to-survive/
[14] https://techcrunch.com/2022/08/11/edtech-isnt-special-anymore-and-thats-a-good-thing/
[10] http://edtech-media.com/archives/18451
[9] https://techcrunch.com/2022/08/11/7-investors-discuss-why-edtech-startups-must-go-back-to-basics-to-survive/?utm_source=dlvr.it&utm_medium=twitter
[8] https://thestandardcio.com/2022/08/04/globant-lanza-automotive-studio-con-un-enfoque-de-movilidad-a-escala/?utm_source=twitter&utm_medium=social&utm_campaign=ReviveOldPost
[4] https://www.linkedin.com/news/story/how-edtech-transforms-learning-5939930/
[4] https://techcrunch.com/2022/08/11/edtech-isnt-special-anymore-and-thats-a-good-thing/?utm_source=dlvr.it&utm_medium=twitter
[4] https://finance.yahoo.com/news/edtech-isn-t-special-anymore-170029749.html
[4] https://github.com/frontendbr/vagas/issues/7275
[4] http://edtech-media.com/archives/8510

Top URLs in Tweet in G3:
[9] https://www.forbes.com/sites/zengernews/2022/07/28/how-edtech-firms-are-bringing-higher-education-to-the-metaverse/
[7] https://www.teachercast.net/attc-ep205-supporting-innovation-in-the-classroom-when-spread-thing-over-multiple-school-buildings?utm_campaign=supporting-innovation-in-the-classroom-when-spread-thing-over-multiple-school-buildings&utm_medium=social_link&utm_source=missinglettr-twitter
[6] https://www.teachercast.net/attc-ep208-using-and-collecting-data-to-tell-the-story-of-your-coaching-program?utm_campaign=using-and-collecting-data-to-tell-the-story-of-your-coaching-program&utm_medium=social_link&utm_source=missinglettr-twitter
[6] https://edtechmagazine.com/k12/article/2022/08/what-are-benefits-digital-identity-metaverse
[6] https://techcrunch.com/2022/08/11/edtech-isnt-special-anymore-and-thats-a-good-thing/
[5] https://restofworld.org/2022/meet-the-edtech-founder-who-wants-to-democratize-quality-education-for-the-masses/
[5] https://www.businesswire.com/news/home/20220811005246/en/Nerdy-Announces-Appointment-of-Stuart-Udell-Accomplished-EdTech-Executive-to-Its-Board-of-Directors
[5] https://www.prnewswire.com/news-releases/new-zealand-based-edtech-company-wukong-education-announced-the-upgrade-for-its-technological-interactive-exercise-product-301604163.html
[4] https://www.teachercast.net/how-can-teachers-use-okiocam-to-elevate-classroom-instruction/?utm_campaign=how-can-teachers-use-okiocam-to-elevate-classroom-instruction&utm_medium=social_link&utm_source=missinglettr-twitter#utm_source=rss&utm_medium=rss&utm_campaign=how-can-teachers-use-okiocam-to-elevate-classroom-instruction
[4] https://www.teachercast.net/instructional-coaching-logo-design/?utm_campaign=how-do-you-create-a-logo-for-your-instructional-coaching-department&utm_medium=social_link&utm_source=missinglettr-twitter#utm_source=rss&utm_medium=rss&utm_campaign=instructional-coaching-logo-design

Top URLs in Tweet in G5:
[32] https://www.tiktok.com/@mtholfsen/video/7131118528060558634?_t=8UmbC9dm930&_r=1
[2] https://www.tccaconference.com/
[2] https://www.youtube.com/channel/UCccpJmhhEPJsXNkl6G6DW5A?sub_confirmation=1
[1] https://m365crmedu.powerappsportals.com/EDUCommunitiesHome/
[1] https://www.youtube.com/watch?v=z3p_K1HWT3g&list=PLdHjJccRYryPeh0rv5HSHPpmQxzd3n0Kt&index=1

[1] https://www.youtube.com/watch?v=EJEpcsUwhWU&list=PLdHjJccRYryOgdpQCnD2YLGSEy39Bya5q&index=7

[1] https://www.youtube.com/watch?v=L6N8r3_Le2U&list=PLdHjJccRYryPKeATXM_9AHxmS0txwJew3&index=1

[1] https://apps.apple.com/us/app/microsoft-edge/id1288723196
[1] https://twitter.com/MicrosoftEDU/status/1557395102292709376
[1] https://techcommunity.microsoft.com/t5/education-blog/what-s-new-in-microsoft-teams-for-education-august-2022/ba-p/3594433

Top URLs in Tweet in G6:
[4] https://theleanventures.com/events/
[3] https://theleanventures.com/weekly-digest-24-awards-challenges-fellowships-incubators-accelerators-pitch-labs-funding-opportunities-for-impactpreneurs-rolling-deadlines-august-17th-september-1st/
[3] http://www.superprofesseur.com/239.html
[3] https://podcast.moodle.com/
[2] https://theleanventures.com/weekly-digest-23-pitch-sessions-competitions-incubators-accelerators-funding-opportunities-for-impactpreneurs-august-2-16/
[2] https://docs.google.com/document/d/1THBowTQf5Vk3Ozm_AZSyfbd_mRmMWLTraKdQEJHsfPs/copy
[2] https://www.youtube.com/watch?v=UE1h2iVEaBs&feature=youtu.be

[2] https://meetings.hubspot.com/edna-phile
[2] https://www.codigitel.com/how-on-page-optimization-helps-your-business-grow/
[2] https://www.codigitel.com/on-page-optimization/

Top URLs in Tweet in G7:
[49] https://www.net-learning.com.ar/blog/diseno-instruccional/pasos-para-disenar-tu-proyecto-de-aprendizaje-digital.html
[27] https://www.scoop.it/topic/aprendizaje-online-by-net-learning/p/4125167565/2021/06/03/herramientas-digitales-que-te-ayudaran-a-planificar-tus-cursos-virtuales
[12] https://www.net-learning.com.ar/blog/infografias/flipped-classroom-ejemplos-de-actividades-para-tu-aula-invertida.html
[8] https://www.scoop.it/topic/aprendizaje-online-by-net-learning/p/4126724164/2021/09/06/la-metacognicion-en-el-diseno-instruccional-de-e-learning
[5] https://www.linkedin.com/feed/update/urn:li:activity:6959859515630448641
[4] https://juandomingofarnos.wordpress.com/2015/01/11/aprender-a-aprender-la-estrategia-futura-del-higher-learning-educacion-disruptiva/
[3] https://t.me/Edetch
[2] https://www.scoop.it/topic/aprendizaje-online-by-net-learning/p/4125128171/2021/06/01/crea-videos-en-minutos-con-estas-6-herramientas-digitales-totalmente-gratuitas
[2] https://www.scoop.it/topic/e-learning-inclusivo/p/4134729881/2022/08/13/agenda-global-de-educacion-disruptiva?utm_medium=social&utm_source=twitter
[2] https://flowchart.fun/

Top URLs in Tweet in G8:
[5] https://www.rdene915.com/
[4] 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
[3] https://www.amazon.com/gp/product/B08269NT8Y/ref=dbs_a_def_rwt_bibl_vppi_i8
[3] https://web.reflexmath.com/grants-main/?utm_campaign=Reflex+Grants+2022&utm_source=fb&utm_medium=organic-social&utm_content=1658929289
[3] https://web.reflexmath.com/grants-main/?utm_campaign=Reflex+Grants+2022&utm_source=twitter&utm_medium=organic-social&utm_content=1658348685
[2] https://k12techtalkpodcast.com
[2] https://www.pewresearch.org/internet/2022/08/10/teens-social-media-and-technology-2022/
[2] https://anchor.fm/rdene915
[2] https://www.youtube.com/watch?v=2jtmfq3d61E&feature=youtu.be

[2] https://www.youtube.com/watch?v=Vh9cM5ZQOJg&feature=youtu.be


Top URLs in Tweet in G9:
[10] http://dan.com/buy-domain/prometheantv.com?redirected=true
[8] https://www.thingiverse.com/thing:3924868
[8] https://www.hackster.io/hani-mounla/hexabitz-web-relay-hub-1de52e
[7] https://themes.getbootstrap.com/product/geeks-admin-dashboard-template-react/
[6] https://www.thingiverse.com/hexabitz/designs
[6] https://cbirt.net/job/computational-scientist-genomic-medicine/
[5] https://www.thingiverse.com/thing:3925264
[4] https://www.edweek.org/leadership/opinion-youre-an-educator-what-can-you-stop-doing-this-year/2022/08
[4] https://cbirt.net/a-dual-plasmid-system-based-on-gene-editing-tools-boosts-dna-digital-storage-potential/
[4] https://cbirt.net/job/bioinformatician-pipeline-developer/

Top URLs in Tweet in G10:
[27] http://canva.me/back-to-school
[1] https://www.canva.com/templates/EAFHs_hHP2U-neutral-coloured-digital-student-portfolio/
[1] https://twitter.com/CourtneyKofeldt/status/1557711077357637638
[1] https://www.canva.com/templates/EAFHq1qHC4k-dark-blue-orange-educational-infographic-angle/
[1] https://www.canva.com/templates/EAFHq_KO7js-colourful-educational-infographic-odd-even-numbers/
[1] https://www.canva.com/templates/EAFI-7P575I-dark-blue-pink-icons-main-idea-organizer-brainstorm-/
[1] https://www.canva.com/templates/EAFIu1YGGEk-teal-orange-structured-online-whiteboard-biography-map/
[1] https://www.canva.com/templates/EAFIsi8D1E4-green-grey-simple-online-whiteboard-plot-map/
[1] https://twitter.com/r1ck11/status/1547926272713469953
[1] https://admin.flip.com/manage/discovery/collections/details/22299?ns=?ocid=eml_b2s_active_p2&mkt_tok=NzkwLUhWVy02NDcAAAGGMjK_8y7z-6RTZ_rsVnBP-8JSpKZxqZdcV5ykkQkeA4tBAD4kYRH8WSXYRr0sq1DDF7wtDlKbQMW57m2mu5Mh19N-2BEGk8lZsu3RE3zjrQ

Top Domains
Top Domains in Tweet in Entire Graph:
[609] youtube.com
[356] indiatimes.com
[198] byjus.com
[165] twitter.com
[126] financialexpress.com
[102] techcrunch.com
[89] livemint.com
[88] yourstory.com
[68] sevaxapp.com
[66] newindianexpress.com

Top Domains in Tweet in G1:
[536] youtube.com
[314] indiatimes.com
[198] byjus.com
[110] financialexpress.com
[74] yourstory.com
[73] livemint.com
[58] newindianexpress.com
[53] news18.com
[52] indiaeducationdiary.in
[48] thehindubusinessline.com

Top Domains in Tweet in G2:
[49] techcrunch.com
[29] twitter.com
[19] linkedin.com
[18] co.jp
[14] youtube.com
[14] indiatimes.com
[14] edtech-media.com
[11] co.uk
[11] edtechmagazine.com
[10] dy.si

Top Domains in Tweet in G3:
[24] teachercast.net
[11] techcrunch.com
[11] edtechmagazine.com
[9] forbes.com
[9] iblocks.com
[7] co.uk
[7] prnewswire.com
[5] restofworld.org
[5] businesswire.com
[4] yahoo.com

Top Domains in Tweet in G5:
[32] tiktok.com
[7] youtube.com
[5] microsoft.com
[3] twitter.com
[2] tccaconference.com
[1] powerappsportals.com
[1] apple.com
[1] failfabulously.com
[1] msft.it
[1] co.uk

Top Domains in Tweet in G6:
[9] theleanventures.com
[6] youtube.com
[6] superprofesseur.com
[4] codigitel.com
[3] google.com
[3] moodle.com
[2] blog.google
[2] certificationpoint.org
[2] hubspot.com
[2] paytheory.com

Top Domains in Tweet in G7:
[61] com.ar
[41] scoop.it
[10] wordpress.com
[6] linkedin.com
[3] t.me
[2] medium.com
[2] flowchart.fun
[2] oxfordtefl.com
[2] edtechreview.in
[1] elearningindustry.com

Top Domains in Tweet in G8:
[28] edtechmagazine.com
[14] voicestorm.com
[8] explorelearning.com
[8] reflexmath.com
[7] amazon.com
[7] youtube.com
[6] eschoolnews.com
[5] rdene915.com
[4] twitter.com
[3] techlearning.com

Top Domains in Tweet in G9:
[19] thingiverse.com
[14] cbirt.net
[13] dan.com
[9] hackster.io
[8] co.uk
[7] zoom.us
[7] getbootstrap.com
[6] edweek.org
[4] edureka.co
[3] twitter.com

Top Domains in Tweet in G10:
[27] canva.me
[7] canva.com
[5] twitter.com
[2] wakelet.com
[1] flip.com
[1] zoom.us
[1] alicekeeler.com
[1] ditchthattextbook.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[4577] edtech
[1915] byjus
[583] education
[370] edchat
[235] k12
[226] stem
[207] elearning
[200] ai
[170] onlinelearning
[132] influence



Top Hashtags in Tweet in G1:
[2604] edtech
[1791] byjus
[300] education
[167] edchat
[118] onlinelearning
[94] elearning
[89] edtechchat
[76] k12
[73] teachers
[66] sel

Top Hashtags in Tweet in G2:
[321] edtech
[49] education
[44] byjus
[23] elearning
[21] technology
[20] edchat
[17] teachers
[16] onlinelearning
[16] こどもとit
[14] learning

Top Hashtags in Tweet in G3:
[203] edtech
[73] education
[38] etcoaches
[34] techcoachedu
[30] techcoach
[28] edchat
[26] educoach
[21] k12
[18] edtechcoaches
[18] edtechcoaching

Top Hashtags in Tweet in G5:
[66] edtech
[56] mieexpert
[32] engchat
[25] microsoftedu
[17] edchat
[9] microsoftteams
[9] iamncce
[6] whiteboard
[4] minecraftedu
[3] canvaedu

Top Hashtags in Tweet in G6:
[148] edtech
[126] stem
[125] influence
[123] womeninstem
[115] womenintech
[104] ai
[91] iot
[90] ml
[75] girlswhocode
[54] iotpl

Top Hashtags in Tweet in G7:
[130] edtech
[61] aprendizaje
[51] educación
[42] elearning
[19] infografía
[14] docentes
[11] esl
[9] eduaciondisruptiva
[9] efl
[9] elt

Top Hashtags in Tweet in G8:
[104] edtech
[99] k12
[24] edchat
[17] highered
[15] education
[15] edleadership
[14] cdwsocial
[12] elemchat
[11] passiondriven
[11] teacherquality

Top Hashtags in Tweet in G9:
[80] edtech
[39] technology
[29] tech
[24] coding
[21] microsoft
[20] javascript
[19] python
[16] openbase
[13] promethean
[13] prometheantv

Top Hashtags in Tweet in G10:
[32] edtech
[12] canvalove
[11] canvaedu
[9] everyapsstudent
[8] canvaforeducation
[8] edtechteachers
[7] icebreaker
[5] backtoschool
[5] teachertwitter
[5] edutwitter

Top Words
Top Words in Tweet in Entire Graph:
[4575] #edtech
[1915] #byjus
[1059] edtech
[986] education
[742] learning
[657] news
[583] #education
[575] students
[488] more
[429] school

Top Words in Tweet in G1:
[2604] #edtech
[1791] #byjus
[557] news
[520] education
[349] india
[300] #education
[297] learning
[284] youtube
[265] edtech
[255] students

Top Words in Tweet in G2:
[321] #edtech
[268] edtech
[60] more
[56] back
[55] education
[51] startups
[49] #education
[48] go
[45] learning
[44] #byjus

Top Words in Tweet in G3:
[203] #edtech
[83] edtech
[73] #education
[68] flash
[47] students
[38] #etcoaches
[35] education
[34] #techcoachedu
[30] #techcoach
[30] set

Top Words in Tweet in G4:
[130] learning
[129] sasmitasvc
[129] addressed
[129] panelist
[129] topic
[129] future
[129] hybrid
[129] education
[129] teaching
[129] assessment

Top Words in Tweet in G5:
[87] mtholfsen
[66] #edtech
[56] #mieexpert
[36] word
[33] show
[32] micro
[32] tip
[32] type
[32] anywhere
[32] ms

Top Words in Tweet in G6:
[250] kred
[148] #edtech
[126] #stem
[125] gave
[125] #influence
[123] #womeninstem
[115] #womenintech
[105] #iot
[104] #ai
[96] eli_krumova

Top Words in Tweet in G7:
[130] #edtech
[99] netlearning20
[61] #aprendizaje
[51] digital
[51] #educación
[49] pasos
[49] diseñar
[49] proyecto
[42] #elearning
[29] herramientas

Top Words in Tweet in G8:
[104] #edtech
[99] #k12
[34] students
[24] edtech_k12
[24] check
[24] #edchat
[22] learn
[22] rdene915
[21] math
[20] school

Top Words in Tweet in G9:
[80] #edtech
[54] cloudthat
[53] free
[43] register
[40] training
[39] #technology
[38] opportunity
[36] giving
[35] undergo
[35] az

Top Words in Tweet in G10:
[74] canva
[40] free
[35] teachers
[35] more
[34] amazing
[34] day
[32] #edtech
[30] go
[28] giving
[28] print

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1807] #byjus,#edtech
[239] youtube,#byjus
[218] express,#byjus
[214] times,india
[208] #education,#edtech
[194] news,times
[192] india,#byjus
[148] teaching,learning
[133] learning,assessment
[132] gave,kred

Top Word Pairs in Tweet in G1:
[1692] #byjus,#edtech
[239] youtube,#byjus
[191] express,#byjus
[190] times,india
[173] news,times
[170] india,#byjus
[112] financial,express
[104] educational,news
[91] #education,#edtech
[91] news,#byjus

Top Word Pairs in Tweet in G2:
[45] edtech,startups
[43] discuss,edtech
[43] go,back
[42] investors,discuss
[42] back,basics
[42] basics,survive
[41] #byjus,#edtech
[41] startups,go
[31] edtech,isn
[31] good,thing

Top Word Pairs in Tweet in G3:
[71] #education,#edtech
[34] #etcoaches,#techcoachedu
[26] #edtech,#educoach
[19] flash,edtech
[18] #techcoachedu,#edtechcoaches
[18] #edtechcoaches,#edtechcoaching
[18] #edtechcoaching,#techcoach
[18] #k12,#edu
[17] technology,themed
[16] wanted,technology

Top Word Pairs in Tweet in G4:
[129] addressed,panelist
[129] panelist,topic
[129] topic,future
[129] future,hybrid
[129] hybrid,education
[129] education,teaching
[129] teaching,learning
[129] learning,assessment
[129] assessment,perspective
[128] sasmitasvc,addressed

Top Word Pairs in Tweet in G5:
[36] #edtech,#mieexpert
[32] micro,tip
[32] tip,show
[32] show,type
[32] type,anywhere
[32] anywhere,ms
[32] ms,word
[32] word,#edtech
[32] #mieexpert,#engchat
[31] mtholfsen,micro

Top Word Pairs in Tweet in G6:
[125] gave,kred
[125] kred,#influence
[96] eli_krumova,gave
[90] #ai,#ml
[86] #ml,#iot
[66] #womenintech,#womeninstem
[62] #influence,#stem
[50] #stem,#edtech
[49] #stem,#girlswhocode
[48] #iot,#iotpl

Top Word Pairs in Tweet in G7:
[49] pasos,diseñar
[49] diseñar,proyecto
[49] proyecto,#aprendizaje
[49] #aprendizaje,digital
[49] digital,#edtech
[49] #edtech,#educación
[48] netlearning20,pasos
[29] herramientas,digitales
[27] digitales,ayudarán
[27] ayudarán,planificar

Top Word Pairs in Tweet in G8:
[17] #edtech,#k12
[14] #k12,#edtech
[11] #edchat,#passiondriven
[11] #k12,#elemchat
[11] #elemchat,#teacherquality
[11] #teacherquality,#eduleaders
[11] #eduleaders,#edleadership
[10] brain,blast
[10] robert,john
[10] john,meehan

Top Word Pairs in Tweet in G9:
[35] giving,opportunity
[35] opportunity,undergo
[35] undergo,az
[35] az,400
[35] 400,microsoft
[35] microsoft,training
[35] training,free
[35] free,cost
[35] cost,register
[34] cloudthat,giving

Top Word Pairs in Tweet in G10:
[28] canva,giving
[27] amazing,canva
[27] giving,teachers
[27] teachers,free
[27] free,print
[27] print,day
[27] day,26
[27] 26,learn
[27] learn,more
[27] more,go

Top Replied-To
Top Replied-To in Entire Graph:
@billionairelola
@juandoming
@buddyxo
@mdtower14
@williamfranzell
@mannydiscotech
@jamoses92
@ladylanguage411
@ms_morgan15
@gregbagby

Top Replied-To in G1:
@buddyxo
@mannydiscotech
@gregbagby
@isham_literacy
@martinez_edtech
@mr_isaacs_math
@ladylanguage411
@beyond_the_desk
@mrnunesteach
@inc_yv

Top Replied-To in G2:
@cubroid
@intechsouthwest

Top Replied-To in G3:
@ms_morgan15
@joynewsontv
@clever

Top Replied-To in G4:
@sasmitasvc

Top Replied-To in G5:
@ncce_edtech
@mrsvandorp
@dyanwhite
@nodooley
@butterflynix

Top Replied-To in G6:
@mr_sutton
@cobbsclass
@dipak_edtech

Top Replied-To in G7:
@juandoming

Top Replied-To in G8:
@techiekristy
@edtech_highered

Top Replied-To in G9:
@cloudthat
@knowledgeworks
@educationweek

Top Replied-To in G10:
@mrgildea33
@springintodl
@msr_bmore
@techatats
@aps_edtech
@canva
@innovation_aps

Top Mentioned
Top Mentioned in Entire Graph:
@kred
@sasmitasvc
@rdene915
@netlearning20
@mtholfsen
@canva
@eli_krumova
@cloudthat
@mrshowell24
@edsurge

Top Mentioned in G1:
@rdene915
@thriveinedu
@martinez_edtech
@buddyxo
@edpuzzle
@microsoftflip
@ilearn2primary
@youtube
@iste
@canva

Top Mentioned in G2:
@waylen_essays
@cryptospartallc
@bururiah_essays
@edwaves
@impactology
@arnaudz1
@brainracers
@3rteachertrain
@cxocommunity

Top Mentioned in G3:
@ilearn2primary
@canvas_by_inst
@ms_morgan15
@manningtechtalk
@explorelearning
@cospaces_edu
@edutech_asia
@okiolabs
@tannenbaumtech
@canvascasters

Top Mentioned in G4:
@sasmitasvc

Top Mentioned in G5:
@mtholfsen
@playcraftlearn
@canva
@mirthfulmentor
@ncce_edtech
@butterflynix
@edtechjohnlewis
@onenoteedu
@mseducationuk
@onenote

Top Mentioned in G6:
@kred
@eli_krumova
@googleforedu
@educate_girls
@purposeful_org
@gdst
@globalfundwomen
@inspiringgirlsf
@google
@womenscienceday

Top Mentioned in G7:
@netlearning20
@juandoming
@jarevalo_fp
@nikpeachey
@yamaruchirinos
@imgende
@edumorfosis
@etr_in
@alinin11

Top Mentioned in G8:
@edtech_k12
@rdene915
@cosn
@finleyt
@edtech_highered
@keithkrueger
@teachersjourney
@john_jpollock
@chipubschools
@thriveinedu

Top Mentioned in G9:
@cloudthat
@hexabitzinc
@cbirtdirector
@kitronik
@domainfq
@getcodescandy
@petermdewitt
@worksheetdigi
@educationweek
@findmytool

Top Mentioned in G10:
@canva
@tishrich
@aps_edtech
@wakelet
@mrsuteachestech
@apslearns
@elisabostwick
@d202schools
@erowdenaps
@aps_ats

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@chidambara09
@robinsnewswire
@xaelbot
@codedailybot
@stigmabaseu
@animatorspal
@cybersecurityn8
@_redfrog
@kuramato904

Top Tweeters in G1:
@fabriciosx
@education_24x7
@lynch39083
@thepixeldevs
@vrretweeter
@intrinsicworld
@haniwafactory
@jccordero28
@pyscalellc
@microsoftflip

Top Tweeters in G2:
@robinsnewswire
@stigmabaseu
@kuramato904
@newsfilterio
@naijawhatsup
@rogue_corq
@pavelnosok
@ambulsiva
@careerage
@now_happened

Top Tweeters in G3:
@raesnape
@getiftech
@best_biz_ads
@joynewsontv
@wef
@teachercast
@mr_isaacs
@lego_group
@goforhealth
@nellisterc

Top Tweeters in G4:
@bijoymish4
@akmishra2203
@dk_samant
@jayeshmangela3
@jkkiit
@bdashfca
@srikantaparid12
@nagenneelam
@snnayak4
@tanmayam14

Top Tweeters in G5:
@it9_mike
@office365
@resing
@townesy77
@mtholfsen
@taralson
@apsinstructtech
@claganach
@jjpaganc
@onenoteedu

Top Tweeters in G6:
@sectest9
@cybersecurityn8
@rahul05ranjan
@calcaware
@botfemale
@bar_zie
@bob_gamedev
@pythonroboto
@theweb3bot
@b0tsci

Top Tweeters in G7:
@juandoming
@richardon75
@newsneus
@warmicha8
@fegonzalez1971
@imgende
@amilare
@cecilia_bocking
@haviau
@aljisa2010

Top Tweeters in G8:
@ucloudify
@time
@guitarsuncat
@jeffsheehan
@mgcjusa
@jc_james_clark
@lgus
@secdevb
@phoneguymark
@rosaisiah

Top Tweeters in G9:
@xaelbot
@codedailybot
@dataaugmented
@goaidev
@xeronbot
@jacobussystems
@toposant55
@bot_twlehrerz
@ranchikuldeep
@wpbot_rt

Top Tweeters in G10:
@canva
@ryan7read
@tishrich
@nearpod
@wakelet
@iluveducating
@katiejmcnamara
@askatechnogirl
@libbiann
@penchevable