NodeXL Graph Gallery: Interactive Graph


Donate to the Social Media Research Foundation's NodeXL development fund

edtech_2021-05-10_03-29-31.xlsx (experimental version)
NOTE: This version of the graph is not available with the browser you are using. A more recent version of the browser is required.
Zoom in Zoom out Reset the graph
Go to the graph's main page

From:
NodeXLExcelAutomator
Uploaded on:
May 11, 2021
Short Description:
edtech via NodeXL https://bit.ly/2SHH5iD
@markj_ohnson
@scalarhumanity
@globaliqx
@mtholfsen
@rdene915
@kirkdborne
@adeyemoadekunl2
@enricomolinari
@eraser
@wef

Top hashtags:
#edtech
#education
#edchat
#elearning
#ai
#k12
#learning
#teaching
#stem
#onlinelearning

Description:
Description
The graph represents a network of 5,840 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, 10 May 2021 at 10:45 UTC.

The requested start date was Monday, 10 May 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, 0-hour, 28-minute period from Thursday, 06 May 2021 at 23:32 UTC to Monday, 10 May 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 : 5840
Unique Edges : 5613
Edges With Duplicates : 11683
Total Edges : 17296
Number of Edge Types : 5
Retweet : 4185
MentionsInRetweet : 6232
Mentions : 4220
Tweet : 2342
Replies to : 317
Self-Loops : 2464
Reciprocated Vertex Pair Ratio : 0.0440305870744943
Reciprocated Edge Ratio : 0.0843473124630833
Connected Components : 1067
Single-Vertex Connected Components : 606
Maximum Vertices in a Connected Component : 3614
Maximum Edges in a Connected Component : 13987
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.796816
Graph Density : 0.000248242216367505
Modularity : 0.442166
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 5,840 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, 10 May 2021 at 10:45 UTC.

The requested start date was Monday, 10 May 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, 0-hour, 28-minute period from Thursday, 06 May 2021 at 23:32 UTC to Monday, 10 May 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:
[91] https://engage.bah.com/Article/Redirect/39ec8df4-a50b-497f-93db-6140bccb155f?uc=30185&g=10e431bd-2106-46c9-9c84-bec148eb0c42&f=145348
[55] https://www.raconteur.net/infographics/a-day-in-the-life-of-ai/?utm_content=buffera98ac&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[54] https://techcrunch.com/2021/05/07/extra-crunch-roundup-how-duolingo-became-an-edtech-leader/
[43] https://techcrunch.com/2021/05/07/extra-crunch-roundup-how-duolingo-became-an-edtech-leader/?utm_source=dlvr.it&utm_medium=twitter
[40] https://techcrunch.com/2021/05/06/kahoot-acquires-clever-the-us-based-edtech-portal-for-up-to-500m/
[32] https://www.rdene915.com/
[30] https://cvent.me/lzE3km
[29] https://www.forbes.com/sites/forbestechcouncil/2021/01/29/moving-to-the-cloud-now-is-the-time-to-undergo-digital-transformation/?sh=8635c24566a5&utm_content=buffer0101b&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[28] https://tcea.org/membership/free/
[26] https://m.tiktok.com/v/6959644406299364614.html?_d=secCgYIASAHKAESMgowuyR4AL9r8SxDALtUy56N1TSKXWYlBl1al5vW7jVYnJ%2FJdT6XQ9d3h5enbnkfUKMNGgA%3D&language=en&preview_pb=0&sec_user_id=MS4wLjABAAAAT7bG1BuaQezkqVfjCGiensQz7e_lShwYRsPUmRWmPxdA2dOsUs4NLJYg_ncKoLs5&share_app_id=1233&share_item_id=6959644406299364614&share_link_id=414BE4D4-29CB-4650-A3DB-0CF6A01F478E&source=h5_m×tamp=1620426100&tt_from=copy&u_code=dd3el3994f7ll9&user_id=6840839314365711366&utm_campaign=client_share&utm_medium=ios&utm_source=copy

Top URLs in Tweet in G1:
[30] https://www.rdene915.com/
[28] https://tcea.org/membership/free/
[15] https://cuedup.theintelligenthoodlums.com/
[14] https://www.canadianclassroom.com/?utm_source=Twitter&utm_medium=social&utm_campaign=Twitter
[12] https://podcasts.apple.com/us/podcast/thriveinedu-by-rachelle-dene-poth/id1534150166
[11] https://docs.google.com/forms/d/e/1FAIpQLSdM8Xj0Hpqsdf9KzT2KfUbBbB60Fx_XAurE7EtsMsJIu9TuUg/viewform?usp=sf_link
[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] https://www.universityxp.com/news/2021/5/3/what-questions-about-games-for-learning-would-you-like-answered
[9] https://anchor.fm/rdene915
[9] https://grassrootsworkshops.com/workshops/how-to-use-technology-to-help-kids-communicate

Top URLs in Tweet in G2:
[38] https://techcrunch.com/2021/05/07/extra-crunch-roundup-how-duolingo-became-an-edtech-leader/?utm_source=dlvr.it&utm_medium=twitter
[30] https://techcrunch.com/2021/05/07/extra-crunch-roundup-how-duolingo-became-an-edtech-leader/
[8] https://twinybots.ch/
[6] https://www.global-edtech.com/ar-and-stem-using-twinkl-robotics/
[6] https://schoolsweek.co.uk/dfe-keeps-edtech-demonstrator-conflicts-action-plan-close-to-its-chest/
[6] http://people.uis.edu/rschr1/et/
[6] https://play.google.com/store/apps/details?id=com.redfox.education&hl=en
[6] https://apps.apple.com/app/red-fox-education/id1549803439
[5] https://jp.techcrunch.com/2021/05/08/2021-05-06-kahoot-acquires-clever-the-us-based-edtech-portal-for-up-to-500m/
[5] https://www.talkingproducts.com/collections/talking-tins-learning-resources/products/talking-tins-yellow-20-seconds-education

Top URLs in Tweet in G3:
[83] https://engage.bah.com/Article/Redirect/39ec8df4-a50b-497f-93db-6140bccb155f?uc=30185&g=10e431bd-2106-46c9-9c84-bec148eb0c42&f=145348
[52] https://www.raconteur.net/infographics/a-day-in-the-life-of-ai/?utm_content=buffera98ac&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[25] https://www.forbes.com/sites/forbestechcouncil/2021/01/29/moving-to-the-cloud-now-is-the-time-to-undergo-digital-transformation/?sh=8635c24566a5&utm_content=buffer0101b&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[18] https://technative.io/leading-purposeful-action-in-the-skills-revolution/
[17] https://dan.com/buy-domain/prometheantv.com?redirected=true&tld=com
[16] https://enterprisersproject.com/article/2021/5/10-digital-transformation-metrics-2021?utm_content=buffer6f497&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[13] https://www.forbes.com/sites/kimberlywhitler/2021/05/08/driving-growth-by-innovating-ways-of-working/?sh=3f83a19d63d7&utm_content=bufferb2d5c&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[12] https://www.hackster.io/hala-sh-mummo/seesaw-leds-9e2a22
[12] https://bitbybit.dev/
[10] https://www.swissinfo.ch/eng/sci-tech/switzerland-gears-up-to-place-robots-in-classrooms--/46402716

Top URLs in Tweet in G4:
[12] https://onlinelibrary.wiley.com/doi/full/10.1002/ece3.7123?cookieSet=1
[5] https://www.edutopia.org/article/powerful-lesser-known-tech-tools-teachers
[5] https://www.edsurge.com/news/2021-05-06-kahoot-acquires-clever-for-500m-hoping-to-expand-its-presence-in-the-u-s?utm_campaign=site&utm_content=share-58
[5] https://www.edsurge.com/news/2021-05-06-kahoot-acquires-clever-for-500m-hoping-to-expand-its-presence-in-the-u-s
[4] http://melanielinktaylor.mzteachuh.org/2021/05/chillaxin-with-my-mommy.html?spref=tw
[3] https://www.ed-fi.org/webinar/tackling-learning-loss-with-data/
[3] https://edtechmagazine.com/k12/article/2021/05/5-tips-effectively-curating-student-data
[3] https://www.linkedin.com/pulse/how-edtech-can-gain-market-share-teacher-tomorrow-dan-galante-cmo
[3] http://melanielinktaylor.mzteachuh.org/2021/05/who-dressed-you-up-so-fancy-schmancy.html?spref=tw
[3] https://www.edutopia.org/article/leveraging-technology-support-students-needs

Top URLs in Tweet in G5:
[12] https://docs.google.com/drawings/d/150h-7tPCbtUv-M1dQETp6SXaam8cUYXcQKQ_fNgeua0/edit?usp=sharing
[4] https://us02web.zoom.us/meeting/register/tZItfumtqj4jG9c0XUOnHEBPEo_KPC5agobh
[4] https://swiy.io/webinar30-gegobregon/?utm_medium=referral&utm_source=contentstudio.io
[3] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DxfB3AUE0dH4%26list%3DPL1A49osvVuNy2wCiv6Qe5Buv3Sa28zaEN%26index%3D27&q=EgS4SO-bGMvj3oQGIhB8-mfZVUZm040K6jWaUUdKMgFy

[3] https://whiteboard.fi/
[3] https://drive.google.com/file/d/134HS7ifDoSWA2LcnRjvD7jJCFjym6ey1/view?usp=sharing
[2] https://docs.google.com/presentation/d/15RyHeStzp_gewpDH_qD2GkGPwaBw8KOjaZXrF-XFEYE/edit?usp=sharing
[2] https://www.mrshowell24.com/blog/leaderboard
[2] https://slidesmania.com/youve-got-mail-free-template-for-google-slides-or-powerpoint/
[2] https://docs.google.com/forms/d/e/1FAIpQLSfhMrnLsT00JSWHyo-tGO5VcH3cOkQrsdgpzklCHWwqlyLBZA/viewform?usp=sf_link

Top URLs in Tweet in G6:
[22] https://m.tiktok.com/v/6959644406299364614.html?_d=secCgYIASAHKAESMgowuyR4AL9r8SxDALtUy56N1TSKXWYlBl1al5vW7jVYnJ%2FJdT6XQ9d3h5enbnkfUKMNGgA%3D&language=en&preview_pb=0&sec_user_id=MS4wLjABAAAAT7bG1BuaQezkqVfjCGiensQz7e_lShwYRsPUmRWmPxdA2dOsUs4NLJYg_ncKoLs5&share_app_id=1233&share_item_id=6959644406299364614&share_link_id=414BE4D4-29CB-4650-A3DB-0CF6A01F478E&source=h5_m×tamp=1620426100&tt_from=copy&u_code=dd3el3994f7ll9&user_id=6840839314365711366&utm_campaign=client_share&utm_medium=ios&utm_source=copy
[16] https://m.tiktok.com/v/6959645500232486150.html?_d=secCgYIASAHKAESMgowf7kaTJwstmewpbz9luvdykmb%2BICBrb2YQORXJS6Vak3G9XldzDniLKG3nmISst%2BPGgA%3D&language=en&preview_pb=0&sec_user_id=MS4wLjABAAAAT7bG1BuaQezkqVfjCGiensQz7e_lShwYRsPUmRWmPxdA2dOsUs4NLJYg_ncKoLs5&share_app_id=1233&share_item_id=6959645500232486150&share_link_id=9F132E72-45C8-424D-80E2-CEE8844E3868&source=h5_m×tamp=1620418877&tt_from=copy&u_code=dd3el3994f7ll9&user_id=6840839314365711366&utm_campaign=client_share&utm_medium=ios&utm_source=copy
[3] https://augmented-classroom.com
[2] https://techcommunity.microsoft.com/t5/education-blog/35-new-features-in-teams-to-get-excited-about-now-through-august/ba-p/2318238
[2] https://m.tiktok.com/v/6959275805402811654.html?_d=secCgYIASAHKAESMgowI8uLmdg%2F1RGzDc%2BiprsOlmg%2BZisCVxrM4J4oWZEOX6b3nSxIA9WsPdQ1Sy2AcYrHGgA%3D&language=en&preview_pb=0&sec_user_id=MS4wLjABAAAAT7bG1BuaQezkqVfjCGiensQz7e_lShwYRsPUmRWmPxdA2dOsUs4NLJYg_ncKoLs5&share_app_id=1233&share_item_id=6959275805402811654&share_link_id=F3338951-40FA-484F-82DE-0B68E897FCAA&source=h5_m×tamp=1620333001&tt_from=copy&u_code=dd3el3994f7ll9&user_id=6840839314365711366&utm_campaign=client_share&utm_medium=ios&utm_source=copy
[2] https://timjumpclarke.wordpress.com/2021/04/28/primary-edu-365-may-2021/
[1] https://www.nytimes.com/2021/05/09/technology/dartmouth-geisel-medical-cheating.html?referringSource=articleShare
[1] https://www.cleverbooks.eu/activityplans/
[1] https://www.cleverbooks.eu/free-ar-demo-samples/
[1] https://www.cleverbooks.eu/how-to-avoid-misleading-advertisement-for-augmented-reality-edtech/

Top URLs in Tweet in G7:
[6] http://www.downingedtech.com/
[4] https://e-learning-teleformacion.blogspot.com/2020/03/la-inteligencia-artificial-en-la.html
[3] https://e-learning-teleformacion.blogspot.com/2020/02/vol-15-no-03-2020-international-journal.html
[3] https://e-learning-teleformacion.blogspot.com/2020/09/knowledge-maps-for-e-learning-jae-hwa.html
[3] https://medium.com/t5es/manifiesto-por-una-educaci%C3%B3n-transformadora-y-emancipadora-25-principios-y-propuestas-aceafacd7097?source=friends_link&sk=8cbd1dd7aa5e436fc002e8b93502df04
[3] https://medium.com/%C3%B1am-educkacci%C3%B3n-en-red/e-learning-research-in-asia-during-1996-2018-and-the-four-country-indicators-41c380fa9d57?source=friends_link&sk=ace3b3d93abd513adf2b54155a143e10
[3] https://oemonline.com/
[3] https://edtechmagazine.com/higher/article/2021/05/3-tips-improving-hybrid-learning-experience
[2] https://www.edsurge.com/news/2021-04-29-systemic-change-means-rethinking-college-and-career-prep-we-ve-done-it-before?utm_campaign=site&utm_content=share-56
[2] https://e-learning-teleformacion.blogspot.com/2020/02/pedagogical-approaches-in-knowledge.html

Top URLs in Tweet in G8:
[15] https://trib.al/06VKnST
[12] https://techcrunch.com/2021/05/06/kahoot-acquires-clever-the-us-based-edtech-portal-for-up-to-500m/
[6] https://trib.al/ZF01ZPb
[4] https://techcrunch.com/2021/05/07/extra-crunch-roundup-how-duolingo-became-an-edtech-leader/
[2] https://www.intelligenthq.com/elearning-trends-in-2021/
[2] https://techcrunch.com/2021/05/03/duolingo-ec1/
[2] https://blog.clever.com/2021/05/big-news-clever-is-joining-the-kahoot-group/
[2] https://techcrunch.com/2021/05/03/duolingo-ec1-origin/
[1] https://podcasts.apple.com/no/podcast/equity/id1215439780?i=1000520639837
[1] https://twitter.com/kassandrasanch/status/1391065167161606150

Top URLs in Tweet in G9:
[25] https://cvent.me/lzE3km
[11] https://techcrunch.com/2021/05/06/kahoot-acquires-clever-the-us-based-edtech-portal-for-up-to-500m/
[7] https://www.scoop.it/t/herramientas-y-recursos-para-el-aprendizaje-online/p/4094460508/2018/02/21/como-hacer-examenes-con-los-formularios-de-google
[7] https://business.facebook.com/Net.Learning.Soluciones.elearning/photos/a.739220062792849/2320756004639239/?type=3&theater
[5] https://www.scoop.it/t/diseno-instruccional-para-e-learning/p/4102821824/2018/11/02/como-hacer-mejor-diseno-instruccional-a-traves-del-design-thinking
[3] https://www.scoop.it/topic/diseno-instruccional-para-e-learning/p/4113099379/2019/11/29/como-disenar-escenarios-ramificados-en-tres-pasos
[3] http://blog.pledgecents.com/2017/04/14/putting-it-all-out-there-pledgecents-vs-donorschoose/
[3] https://www.pledgecents.com/signup/event/classcraft
[3] https://www.youtube.com/watch?v=F1ewW9hh8RM&feature=youtu.be

[2] http://www.thepaperlesstrail.com/2017/01/24/make-teamwork-matter-with-quizlet-live/?utm_source=ReviveOldPost&utm_medium=social&utm_campaign=ReviveOldPost

Top URLs in Tweet in G10:
[3] https://www.kitronik.co.uk/blog/3-servos-with-the-servolite-board/
[2] https://www.youtube.com/watch?v=aPTHMXHcYkc&feature=youtu.be

[2] https://twitter.com/ExploringEdtech/status/1390582905190113281
[2] https://www.irishtimes.com/business/technology/irish-edtech-company-robotify-partners-with-apple-co-founder-wozniak-1.4556129
[1] https://chrome.google.com/webstore/detail/tellyprompt/okglebjjanfmfeifbdlapeanoidbkaif/related?hl=en
[1] https://otis.teq.com/events/calendar
[1] https://www.teq.com/news/google-chrome-tab-search/?utm_content=165747333&utm_medium=social&utm_source=twitter&hss_channel=tw-20063792
[1] https://www.teq.com/browse/stem-technologies/mad-learn/?utm_content=163723449&utm_medium=social&utm_source=twitter&hss_channel=tw-20063792
[1] https://www.eventbrite.com/e/google-certification-prep-course-july-2021-google-educator-level-1-tickets-145048551121?utm_campaign=events&_hsenc=p2ANqtz--t_fbJZh2mvqT64Mp27ghRFlDog9JXUrQ9KJMpW_ptuZePh6Gwene3fX_TAPFati2AGMEX&utm_content=163095400&utm_medium=social&utm_source=twitter&hss_channel=tw-20063792
[1] https://www.teq.com/news/google-chrome-tab-search/?utm_content=165750401&utm_medium=social&utm_source=twitter&hss_channel=tw-20063792

Top Domains
Top Domains in Tweet in Entire Graph:
[225] twitter.com
[186] techcrunch.com
[145] blogspot.com
[135] youtube.com
[128] co.uk
[104] google.com
[91] bah.com
[78] edsurge.com
[66] linkedin.com
[58] facebook.com

Top Domains in Tweet in G1:
[52] youtube.com
[41] twitter.com
[41] tcea.org
[41] shakeuplearning.com
[39] engagucate.com
[31] rdene915.com
[31] wordpress.com
[30] blogspot.com
[29] amazon.com
[29] google.com

Top Domains in Tweet in G2:
[100] techcrunch.com
[27] twitter.com
[23] indiatimes.com
[21] co.uk
[19] google.com
[15] uis.edu
[15] edtech-media.com
[13] youtube.com
[13] linkedin.com
[10] talkingproducts.com

Top Domains in Tweet in G3:
[83] bah.com
[52] raconteur.net
[40] forbes.com
[27] enterprisersproject.com
[18] technative.io
[17] dan.com
[16] hackster.io
[12] bitbybit.dev
[12] blogspot.com
[10] swissinfo.ch

Top Domains in Tweet in G4:
[52] mzteachuh.org
[50] edsurge.com
[12] wiley.com
[9] edutopia.org
[6] youtube.com
[5] edtechmagazine.com
[5] linkedin.com
[5] techlearning.com
[3] ed-fi.org
[3] screencastify.com

Top Domains in Tweet in G5:
[27] google.com
[15] twitter.com
[4] zoom.us
[4] swiy.io
[3] youtube.com
[3] whiteboard.fi
[2] mrshowell24.com
[2] slidesmania.com
[2] eventbrite.com
[2] jakemiller.net

Top Domains in Tweet in G6:
[42] tiktok.com
[7] microsoft.com
[5] cleverbooks.eu
[5] cospaces.io
[5] twitter.com
[3] augmented-classroom.com
[3] youtube.com
[2] lesliefisher.com
[2] wordpress.com
[1] nytimes.com

Top Domains in Tweet in G7:
[86] blogspot.com
[39] medium.com
[12] edtechmagazine.com
[10] voicestorm.com
[6] downingedtech.com
[4] echo360.com
[3] oemonline.com
[3] linkedin.com
[2] drbruceajohnson.com
[2] edsurge.com

Top Domains in Tweet in G8:
[23] techcrunch.com
[21] trib.al
[3] clever.com
[2] intelligenthq.com
[2] twitter.com
[1] apple.com
[1] medium.com
[1] siia.net
[1] futuresource-consulting.com
[1] geekwire.com

Top Domains in Tweet in G9:
[50] thepaperlesstrail.com
[25] cvent.me
[17] scoop.it
[16] pledgecents.com
[11] techcrunch.com
[9] youtube.com
[7] facebook.com
[2] escola-horitzo.cat
[2] hsy.st
[2] theintelligenthoodlums.com

Top Domains in Tweet in G10:
[10] teq.com
[8] co.uk
[6] twitter.com
[3] youtube.com
[3] irishtimes.com
[2] eventbrite.com
[2] dozuki.com
[2] issuu.com
[2] canva.com
[1] google.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3750] edtech
[837] education
[537] edchat
[344] elearning
[318] ai
[254] k12
[251] learning
[189] teaching
[172] stem
[168] onlinelearning



Top Hashtags in Tweet in G1:
[1022] edtech
[355] education
[198] k12
[177] edchat
[128] learning
[99] elearning
[78] stem
[70] distancelearning
[68] onlinelearning
[64] remotelearning

Top Hashtags in Tweet in G2:
[452] edtech
[88] byjus
[77] education
[35] edchat
[31] elearning
[28] teachers
[22] onlinelearning
[20] learning
[17] stem
[15] tech

Top Hashtags in Tweet in G3:
[220] ai
[210] edtech
[139] datascience
[110] insurtech
[103] bigdata
[90] fintech
[83] emergingtechnologies
[65] iiot
[59] futureofwork
[46] technology

Top Hashtags in Tweet in G4:
[194] edtech
[60] education
[59] edchat
[59] teaching
[51] mzteachuh
[50] mothersday
[50] sped
[48] art
[13] k12
[9] edtechchat

Top Hashtags in Tweet in G5:
[73] edtech
[27] googleedu
[21] tlap
[19] ditchbook
[18] eduprotocols
[14] etcoaches
[13] edchat
[10] gsuiteedu
[9] googleclassroom
[9] edutwitter

Top Hashtags in Tweet in G6:
[91] edtech
[73] microsoftteams
[34] mieexpert
[16] microsoftedu
[16] onenote
[12] inclusive
[12] accessible
[11] arvrinedu
[10] education
[7] augmentedreality

Top Hashtags in Tweet in G7:
[141] edtech
[74] education
[72] elearning
[72] educación
[60] highered
[60] pedagogy
[52] edreform
[44] pedagogía
[42] tic
[34] pedagogie

Top Hashtags in Tweet in G8:
[20] edtech
[3] elearning
[3] cybersecurity
[2] ai
[2] adaptivelearning
[2] virtualclassroom
[2] microlearning
[2] workfromhome
[2] highered
[2] education

Top Hashtags in Tweet in G9:
[130] edtech
[71] edchat
[46] cuebold
[27] designthinking
[26] plc
[26] steminist
[13] wearecue
[12] elearning
[11] breakingbarriers
[11] changemaker

Top Hashtags in Tweet in G10:
[49] edtech
[11] stemeducation
[9] microbit
[9] stemed
[8] edchat
[8] steam
[7] stem
[5] strawbees
[5] stemambassador
[4] searchtabs

Top Words
Top Words in Tweet in Entire Graph:
[3750] #edtech
[1060] edtech
[916] learning
[837] #education
[602] students
[537] #edchat
[515] education
[510] more
[508] learn
[346] school

Top Words in Tweet in G1:
[1022] #edtech
[355] #education
[315] learning
[198] #k12
[193] students
[177] #edchat
[174] education
[136] more
[128] #learning
[119] free

Top Words in Tweet in G2:
[452] #edtech
[280] edtech
[112] duolingo
[104] became
[102] leader
[93] extra
[93] crunch
[92] roundup
[88] #byjus
[85] learning

Top Words in Tweet in G3:
[220] #ai
[210] #edtech
[202] enricomolinari
[139] #datascience
[117] wef
[115] globaliqx
[110] #insurtech
[103] #bigdata
[99] skills
[93] 10

Top Words in Tweet in G4:
[194] #edtech
[95] edsurge
[63] edutopia
[60] #education
[59] #edchat
[59] #teaching
[51] #mzteachuh
[50] #mothersday
[50] #sped
[50] weareteachers

Top Words in Tweet in G5:
[73] #edtech
[27] mrshowell24
[27] #googleedu
[23] use
[21] #tlap
[20] steph_edtech
[19] #ditchbook
[18] #eduprotocols
[18] techwithbecky
[15] globalgeg

Top Words in Tweet in G6:
[96] mtholfsen
[91] #edtech
[75] reading
[73] #microsoftteams
[71] progress
[43] micro
[43] tip
[43] show
[34] #mieexpert
[31] one

Top Words in Tweet in G7:
[141] #edtech
[92] eraser
[74] #education
[72] #elearning
[72] #educación
[60] #highered
[60] #pedagogy
[56] learning
[52] #edreform
[50] educación

Top Words in Tweet in G8:
[55] clever
[54] edtech
[35] techcrunch
[27] duolingo
[27] kahoot
[23] getkahoot
[20] extra
[20] crunch
[20] roundup
[20] became

Top Words in Tweet in G9:
[130] #edtech
[71] #edchat
[46] #cuebold
[36] cueinc
[30] join
[30] featured
[29] speaker
[27] #designthinking
[26] follow
[26] look

Top Words in Tweet in G10:
[49] #edtech
[18] students
[16] live
[15] flipgrid
[12] feature
[11] using
[11] #stemeducation
[10] blog
[10] lessons
[10] robot

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[207] #edtech,#education
[199] #edchat,#edtech
[170] duolingo,became
[168] #edtech,#edchat
[164] became,edtech
[160] edtech,leader
[142] crunch,roundup
[142] roundup,duolingo
[141] extra,crunch
[135] #byjus,#edtech

Top Word Pairs in Tweet in G1:
[82] #edtech,#education
[56] #education,#kids
[54] #byjus,#edtech
[51] #edtech,#edchat
[50] #education,#learning
[46] #kids,#goals
[43] find,#learn4life
[43] #learn4life,#edtech
[43] #learning,googleforedu
[35] #k12,#autism

Top Word Pairs in Tweet in G2:
[104] duolingo,became
[103] became,edtech
[102] edtech,leader
[92] crunch,roundup
[92] roundup,duolingo
[91] extra,crunch
[81] #byjus,#edtech
[14] edtech,startup
[14] leader,techcrunch
[13] #edtech,#edchat

Top Word Pairs in Tweet in G3:
[84] #bigdata,#datascience
[84] #datascience,#ai
[83] #emergingtechnologies,impacting
[83] impacting,industries
[83] industries,#bigdata
[82] kirkdborne,#emergingtechnologies
[82] #ai,#machinelearn
[71] top,10
[67] takes,learn
[66] 10,job

Top Word Pairs in Tweet in G4:
[54] #edchat,#edtech
[52] #teaching,#edchat
[52] #edtech,#education
[51] #education,#mzteachuh
[50] #mothersday,#teaching
[50] #mzteachuh,#sped
[50] #sped,edutopia
[50] edutopia,weareteachers
[50] weareteachers,mindshiftkqed
[50] the_edu_table,teachthoughtpd

Top Word Pairs in Tweet in G5:
[19] #edtech,#ditchbook
[19] #ditchbook,#tlap
[12] use,#eduprotocols
[12] #eduprotocols,fantastic
[12] fantastic,finish
[12] finish,moler3031
[12] moler3031,#edtech
[11] mrshowell24,use
[11] #tlap,#etcoac
[10] summerfordstars,globalgeg

Top Word Pairs in Tweet in G6:
[64] reading,progress
[60] progress,#microsoftteams
[43] micro,tip
[43] tip,show
[39] mtholfsen,micro
[28] #edtech,#mieexpert
[26] one,stop
[26] stop,shop
[26] shop,things
[26] things,reading

Top Word Pairs in Tweet in G7:
[34] #educación,#education
[27] #pedagogy,#pedagogía
[24] covid,19
[24] eraser,#ñam
[24] #ñam,educkacción
[24] educkacción,red
[17] #elearning,#mlearning
[17] inteligencia,artificial
[16] #pedagogía,#pedagogie
[16] #education,#edtech

Top Word Pairs in Tweet in G8:
[20] extra,crunch
[20] crunch,roundup
[20] roundup,duolingo
[20] duolingo,became
[20] became,edtech
[18] edtech,leader
[13] leader,eldon
[13] kahoot,acquires
[13] acquires,clever
[13] based,edtech

Top Word Pairs in Tweet in G9:
[61] #edtech,#edchat
[29] #cuebold,featured
[29] featured,speaker
[26] look,forward
[26] forward,collaborating
[26] collaborating,along
[26] along,journeys
[26] journeys,#plc
[26] #plc,#steminist
[20] cueinc,join

Top Word Pairs in Tweet in G10:
[7] #edtech,#edchat
[6] create,interactive
[6] latest,blog
[6] adam,dalton
[6] evan,darcy
[6] micro,bit
[6] #stemed,#stemeducation
[5] #microbit,#edtech
[5] issue,exploring
[5] project,marionette

Top Replied-To
Top Replied-To in Entire Graph:
@naomi_toland
@mrnunesteach
@mrkline_edtech
@steph_edtech
@kat_goyette
@fungooli
@fflores_edtech
@harryhurst
@edtech_prokes
@juandoming

Top Replied-To in G1:
@naomi_toland
@mrnunesteach
@steph_edtech
@kat_goyette
@fungooli
@taramartinedu
@dnaed_tech
@ascd
@knowledgeworks
@aurora_inst

Top Replied-To in G2:
@cubroid

Top Replied-To in G3:
@galaxy_next_gen
@gerald_bader

Top Replied-To in G4:
@googlecloud
@dkonopelko
@virtualjobshado
@screencastify
@erinmote
@edsurge

Top Replied-To in G5:
@summerfordstars
@fflores_edtech
@anilu_guzman07
@etheridgemaria
@_pilarcharles
@_jbspeaks
@amycunningham
@gtechsummit21
@smoore_teach
@flipgrid

Top Replied-To in G6:
@kbarr_edtech
@coachmichelleb2
@starsfootball
@leslied813
@breicher
@microsoftedu

Top Replied-To in G7:
@schleicheroecd
@tramanguyen
@voxco

Top Replied-To in G8:
@miggi
@katecrime13
@verruckt_irre
@caoimhets
@olgakaplan
@nerdoscience
@getkahoot
@garrytan
@bytingtheapple

Top Replied-To in G9:
@cyntteaches
@nearpod

Top Replied-To in G10:
@beekks1
@fflores_edtech
@edtech_smith
@bmms_avid

Top Mentioned
Top Mentioned in Entire Graph:
@enricomolinari
@eraser
@globaliqx
@wef
@mtholfsen
@edsurge
@rdene915
@kirkdborne
@dsnlearnathome
@datasciencenig

Top Mentioned in G1:
@rdene915
@tcea
@zeid_factor
@kat_goyette
@shakeuplearning
@steph_edtech
@thriveinedu
@techyleaderedu
@eraser
@iste

Top Mentioned in G2:
@talkingpro
@2peasandadog
@morphbotss
@1stclass_coders
@intellecaptweet
@nautonetweets
@getunifyed
@linkeduppodcast
@writereaderapp

Top Mentioned in G3:
@enricomolinari
@wef
@globaliqx
@kirkdborne
@hexabitzinc
@enric
@mvol
@mvollmer1
@bitbybit_dev
@eraser

Top Mentioned in G4:
@edsurge
@edutopia
@weareteachers
@mindshiftkqed
@edutechguys
@the_edu_table
@teachthoughtpd
@uscleader
@edsource

Top Mentioned in G5:
@mrshowell24
@steph_edtech
@techwithbecky
@globalgeg
@googleforedu
@goldedullc
@moler3031
@jakemillertech
@techteacher1381
@eduprotocols

Top Mentioned in G6:
@mtholfsen
@lesliefisher
@tim_jumpclarke
@canvaslms
@clever_books
@microsoftedu
@welshgovernment
@hwbnews
@cospaces_edu
@coleggwent

Top Mentioned in G7:
@eraser
@edtech_highered
@sumitaneja1
@voxco
@gemreport
@eaa_foundation
@educommission
@jenwilliamsedu
@inspirecitizen1
@educannotwait

Top Mentioned in G8:
@techcrunch
@clever
@getkahoot
@eldon
@bosmeny
@bytingtheapple
@ingridlunden
@nmasc_
@edtechdigest
@garrytan

Top Mentioned in G9:
@cueinc
@netlearning20
@aglover4edu
@nearpod
@alicekeeler
@dchicapardo
@toutoulentoya
@escolahoritzo
@zaionites
@sonnymagana

Top Mentioned in G10:
@flipgrid
@robotifylabs
@canva
@kitronik
@dcu
@exploringedtech
@madlearn
@microbit_edu
@kindrockets
@cogswell_ben

Top Tweeters
Top Tweeters in Entire Graph:
@oldlady12345
@sectest9
@threadreaderapp
@zyiteblog
@marciojmsilva
@hrblock_21
@zyitegadgets
@cybersec_feeds
@chidambara09
@bella623

Top Tweeters in G1:
@femtech_
@coopmike48
@tmobile
@andrewmorrisuk
@bfmtv
@researchmrx
@artificialbra1n
@coder_487
@haniwafactory
@michaelrosenyes

Top Tweeters in G2:
@marciojmsilva
@politicalhedge
@pairsonnalitesn
@m_hayase256
@geekinfonow
@k_masaharu
@m157q_news_rss
@webnowcompany
@researchpool
@jimbourke

Top Tweeters in G3:
@chidambara09
@evankirstel
@xaelbot
@codedailybot
@codernotesbot
@lorimoreno
@thedeveloperbot
@businessinsider
@fintechna
@ssxman2

Top Tweeters in G4:
@bella623
@advocatefored
@reartistron
@mzteachuh
@edchateu
@thomascmurray
@mtechman
@sportskeeda
@ed
@poppymasselos

Top Tweeters in G5:
@jcorippo
@gcouros
@mraspinall
@ayudamaestros
@javierbalan
@naomiharm
@jakemillertech
@lspenceredd
@wacom
@mrhooker

Top Tweeters in G6:
@fire_star_news
@ottleyoconnor
@office365
@swailesruth
@ivordavies59
@tonygurney
@ianstuart66
@microsoftedu
@davidpollardirl
@townesy77

Top Tweeters in G7:
@eraser
@danzadanceorg
@ricardo_ik_ahau
@claudiacostin
@enriquen
@alleywatch
@psb_dc
@sdg2030
@bbva
@vincentcoyle1

Top Tweeters in G8:
@lltwing
@sdreyse
@drewonline
@preginald
@techcrunch
@caviar_diva
@blkhwk0ps
@glitchbotio
@flippedlip
@techaggreg

Top Tweeters in G9:
@alicekeeler
@designthinkbot
@helperstream
@sprintbaseb
@juani7b
@mapicama
@codingninjabot
@lewis1jj
@brknspidr
@netlearning20

Top Tweeters in G10:
@irishtimes
@flipgrid
@canva
@microsoftnews
@scas
@lieberrian
@albertputnam
@dailystem
@beekks1
@tharry