edtech, Twitter, 9/21/2020 1:57:52 PM, 235594


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edtech_2020-09-21_03-02-04.xlsx
edtech_2020-09-21_03-02-04.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 21, 2020
Short Description:
edtech via NodeXL https://bit.ly/2FQMJZs
@markj_ohnson
@scalarhumanity
@mtholfsen
@edtech_k12
@edsurge
@googleforedu
@eraser
@rdene915
@flipgrid
@enricomolinari

Top hashtags:
#edtech
#education
#edchat
#elearning
#remotelearning
#iot
#k12
#ai
#learning
#ar

Description:
Description
The graph represents a network of 6,581 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 September 2020 at 10:17 UTC.

The requested start date was Monday, 21 September 2020 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, 5-hour, 36-minute period from Thursday, 17 September 2020 at 11:58 UTC to Sunday, 20 September 2020 at 17:35 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 : 6581
Unique Edges : 5932
Edges With Duplicates : 10964
Total Edges : 16896
Number of Edge Types : 5
Replies to : 321
Retweet : 4218
MentionsInRetweet : 6238
Tweet : 2216
Mentions : 3903
Self-Loops : 2336
Reciprocated Vertex Pair Ratio : 0.0412918108419838
Reciprocated Edge Ratio : 0.079308817013735
Connected Components : 1094
Single-Vertex Connected Components : 552
Maximum Vertices in a Connected Component : 4043
Maximum Edges in a Connected Component : 12865
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 5.344071
Graph Density : 0.000208484496909912
Modularity : 0.49334
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 6,581 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 September 2020 at 10:17 UTC.

The requested start date was Monday, 21 September 2020 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, 5-hour, 36-minute period from Thursday, 17 September 2020 at 11:58 UTC to Sunday, 20 September 2020 at 17:35 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:
[49] https://www.twoscreensforteachers.org/
[42] https://action.openmedia.org/page/67132/petition/1?ea.tracking.id=tw
[32] https://www.edsurge.com/news/2020-09-16-want-to-learn-more-effectively-take-more-breaks-research-suggests?utm_campaign=site&utm_content=share-917
[29] https://www.routledge.com/12-Characteristics-of-Deliberate-Homework/Youngman/p/book/9781003002413?utm_source=individuals&utm_medium=shared_link&utm_campaign=B003023_lr1_1au_7pp_d670_2020projectauthorsasselfpromoters
[25] https://elearningindustry.com/make-elearning-platform-edtech-product-habit-forming?ref=quuu
[20] http://ditchthattextbook.com/redefining-annotation-ditch-that-pdf-and-hyper-annotate//
[20] https://l.facebook.com/l.php?u=https://elearningindustry.com/make-elearning-platform-edtech-product-habit-forming%3Fref%3Dquuu&h=AT0o8GBWblq-PkkhLqvNVL5ZFkOu2BPYA0POOFMwP2Q3CWHPrzZRjwpsbnYZPh6JsNNzvhMFswUATuddUvbdPh6-UyALOEV_HUcUXt72HW9LhUS0VYEtWqPaRLBtL3Zl&s=1
[20] https://l.facebook.com/l.php?u=https://elearningindustry.com/make-elearning-platform-edtech-product-habit-forming%3Fref%3Dquuu&h=AT24JTYQXpHjWkASofTZQTa-rpDDVB7kJlOmj8UbAwuPBOAnsiXIRACZtFwZ9DLj_5InRw9JAE--e-fL6kNMM9rXTUIx7aoA5JOJICIcxzJyAUGr1aZb2QV3zBNbsT3-&s=1
[17] https://www.smallcapvoice.com/9-18-19-smallcapvoice-interview-iiot-oxys-itox/
[17] https://www.amazon.com/kindle-dbs/entity/author/B01N1WWDQA?_encoding=UTF8&node=2656022011&offset=0&pageSize=12&searchAlias=stripbooks&sort=author-pages-popularity-rank&page=1&langFilter=default#formatSelectorHeader

Top URLs in Tweet in G1:
[21] https://www.routledge.com/12-Characteristics-of-Deliberate-Homework/Youngman/p/book/9781003002413?utm_source=individuals&utm_medium=shared_link&utm_campaign=B003023_lr1_1au_7pp_d670_2020projectauthorsasselfpromoters
[16] https://www.smallcapvoice.com/9-18-19-smallcapvoice-interview-iiot-oxys-itox/
[11] https://optimize.health/
[8] https://engage.bah.com/Article/Redirect/39ec8df4-a50b-497f-93db-6140bccb155f?uc=30185&g=10e431bd-2106-46c9-9c84-bec148eb0c42&f=145348
[8] https://wire19.com/ways-artificial-intelligence-is-impacting-education/?utm_content=bufferc67c6&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[8] https://www.nytimes.com/2020/08/26/learning/80-tips-for-remote-learning-from-seasoned-educators.html?smid=tw-share
[7] https://www.edsurge.com/news/2020-09-15-is-learning-on-zoom-the-same-as-in-person-not-to-your-brain
[6] https://eduwells.com/2020/09/12/design-thinking-a-scaffold-for-all-learning/
[3] https://www.iotforall.com/internet-of-things-classroom/?utm_campaign=coschedule&utm_source=twitter&utm_medium=iotforall&utm_content=Internet+of+Things+for+the+Classroom
[3] https://www.rm.com/blog/2020/february/the-ladies-college-cloudbased-technology?utm_campaign=RMEducation&utm_content=how_the_ladies%E2%80%99_college_-&utm_medium=social&utm_source=twitter

Top URLs in Tweet in G2:
[15] https://www.rdene915.com/
[15] https://www.amazon.com/kindle-dbs/entity/author/B01N1WWDQA?_encoding=UTF8&node=2656022011&offset=0&pageSize=12&searchAlias=stripbooks&sort=author-pages-popularity-rank&page=1&langFilter=default#formatSelectorHeader
[11] https://edtechmagazine.com/k12/article/2020/09/30-k-12-it-influencers-worth-follow-2020
[9] https://anchor.fm/rdene915
[8] https://classroom.cloud/
[8] https://www.youtube.com/watch?v=C2jitCnuNgA&feature=youtu.be

[7] https://techcoachjuarez.blogspot.com/2020/09/google-classroom-shell.html
[6] https://www.k12prospects.com/LP/Stay-Up-To-Date-With-The-Edtech-Rise/STAY-UP-TO-DATE-WITH-THE-EDTECH-RISE.html?utm_source=twitter&utm_medium=posting-image&utm_campaign=up-to-date-with-edtech-rise&utm_content=textlink
[6] https://www.twoscreensforteachers.org/
[5] https://edtechmagazine.com/k12/article/2020/09/how-technology-can-help-schools-address-learning-loss-perfcon?utm_campaign=meetedgar&utm_medium=social&utm_source=meetedgar.com

Top URLs in Tweet in G3:
[11] http://vmukta.com:80/
[8] https://www.forbes.com/sites/bernardmarr/2020/01/20/the-top-5-tech-trends-that-will-disrupt-education-in-2020the-edtech-innovations-everyone-should-watch/#24dca9f72c5b
[6] https://mariedolle.substack.com/p/edtech-vive-le-lifelong-learning
[5] https://vmukta.com/page/possible-do-s-and-don-ts-for-publishing-research-papers-in-high-impact-journals-i9x1e8
[5] https://vmukta.com/page/project-management-simplified-learn-the-fundamentals-of-pmi-s-framework-d6elx8
[4] https://fintechconferences.com/
[4] https://www.edsurge.com/news/2020-09-16-want-to-learn-more-effectively-take-more-breaks-research-suggests
[4] https://www.cnbctv18.com/technology/byju-raveendran-and-sandeep-naik-reveal-how-covid-19-has-put-indias-edtech-in-spotlight-full-transcript-5870841.htm
[4] http://people.uis.edu/rschr1/et/
[3] https://www.uktech.news/news/london-leads-european-edtech-revolution-20200907

Top URLs in Tweet in G4:
[3] https://techcommunity.microsoft.com/t5/education-blog/onedrive-helps-connect-teachers-and-students-in-the-new-world-of/ba-p/1676974
[3] http://numeriques.spip.ac-rouen.fr/?Differencier-et-enrichir-les-activites-avec-Mirage-Make
[2] https://blogs.glowscotland.org.uk/glowblogs/digilearn/learning-paths/what-is-microsoft-onenote/
[2] https://samuelmcneill.com/2020/08/12/onenote-class-notebook-tips-for-covid19/
[2] https://education.microsoft.com/en-us/resource/9e47e5b9
[2] https://twitter.com/mtholfsen/status/1306952849180381185
[1] https://education.microsoft.com/en-us/resource/ddc1e300
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3Dj4GlfSpZsi0%26list%3DPLdHjJccRYryNlNxlFJO7XiHVdr8ah5c_7%26index%3D46%26t%3D0s&q=EgS4SO-bGNr5ofsFIhkA8aeDS31NIm17lFTdzgPSitDg-7OOWTFRMgFy
[1] https://edusupport.microsoft.com/support
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DJC5nEhBtpfA&q=EgS4SO-bGIz7ofsFIhkA8aeDS0MkZb7bMlM0PT3tqxo_6TbyQcXIMgFy

Top URLs in Tweet in G5:
[27] https://www.edsurge.com/news/2020-09-16-want-to-learn-more-effectively-take-more-breaks-research-suggests?utm_campaign=site&utm_content=share-917
[14] https://www.edsurge.com/news/2020-09-15-is-learning-on-zoom-the-same-as-in-person-not-to-your-brain?utm_campaign=site&utm_content=share-917
[6] https://www.edsurge.com/news/2020-09-16-want-to-learn-more-effectively-take-more-breaks-research-suggests?utm_campaign=site&utm_content=share-918
[6] https://www.edsurge.com/news/2020-09-15-is-learning-on-zoom-the-same-as-in-person-not-to-your-brain?utm_campaign=site&utm_content=share-919
[6] https://www.edsurge.com/news/2020-09-15-is-learning-on-zoom-the-same-as-in-person-not-to-your-brain?utm_campaign=site&utm_content=share-916
[5] https://medium.com/
[5] https://www.edsurge.com/news/2020-09-16-what-should-recess-and-play-look-like-in-a-socially-distanced-world?utm_campaign=site&utm_content=share-917
[5] https://www.edsurge.com/news/2020-09-15-wanted-more-community-college-faculty-to-help-keep-students-on-track?utm_campaign=site&utm_content=share-917
[4] https://www.edsurge.com/news/2020-09-15-is-learning-on-zoom-the-same-as-in-person-not-to-your-brain?utm_campaign=site&utm_content=share-920
[4] https://www.edsurge.com/news/2019-02-19-i-m-a-neuroscientist-here-s-how-teachers-change-kids-brains?utm_campaign=site&utm_content=share-917

Top URLs in Tweet in G6:
[15] https://bookcreator.com/2020/06/teach-digital-citizenship-with-book-creator?utm_content=buffer7452a&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[5] https://bookcreator.com/schools-districts/social-emotional-learning-in-the-classroom-with-book-creator/?utm_content=bufferb15b0&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[4] http://creativeedtech.weebly.com/blog/8-tips-for-delivering-video-instruction
[2] https://twitter.com/mcbagby/status/1306328936654295042
[2] https://edtechreview.in/trends-insights/trends/1995-augthat-classroom-engagement-through-augmented-reality#.X1TkPPwo1r4.twitter
[2] https://blog.edpuzzle.com/edtech/youtube-in-the-classroom/
[2] https://edtechreview.in/trends-insights/insights/4245-what-should-i-do-if-my-kid-is-bullied-online
[2] https://edtechreview.in/trends-insights/insights/2874-21st-century-learning-social-emotional
[2] https://edtechreview.in/trends-insights/insights/2871-teacher-quality-matters
[2] https://community.nasscom.in/communities/talent/edtech/edtech-a-future-of-learning-without-the-future-of-the-trainer.html

Top URLs in Tweet in G7:
[5] https://flippedtechcoaching.com/2017/10/07/7-key-points-for-evaluating-your-hyperdocs/
[4] http://itunes.apple.com/us/app/geometry-area-calculator/id492594326?mt=8
[4] https://blog.tcea.org/10-chrome-ifying-tips-tricks/
[4] https://www.weareteachers.com/ways-to-beat-zoom-fatigue/
[3] https://www.geogebra.org/m/mcfmabak
[3] https://www.pharoscareers.com/post/grow-your-blog-community
[3] http://itunes.apple.com/us/app/pythagorean-calculator/id495387401?mt=8&ls=1
[3] http://itunes.apple.com/us/app/quadratic-roots-calculator/id495423577?mt=8&ls=1
[3] https://blog.tcea.org/remote-learning-keep-it-simple/
[3] https://www.huffpost.com/entry/ways-kids-pay-attention-remote-learning_l_5f624a27c5b6ba9eb6e893f3

Top URLs in Tweet in G8:
[17] http://ditchthattextbook.com/redefining-annotation-ditch-that-pdf-and-hyper-annotate//
[8] http://ow.ly/bjHy50BiK9k?utm_source=hootsuite&utm_medium=twitter&utm_term=explorelearning&utm_content=1f96a726-efeb-4943-b2f6-e810bba540cf&utm_campaign=q3-2019-science4us
[8] https://web.explorelearning.com/gizmos-stem-biology-theme/?utm_source=hootsuite&utm_medium=twitter&utm_term=explorelearning&utm_content=56d9e144-1c51-42da-97da-8dd5e75503d2&utm_campaign=2020-Gizmos-News
[7] https://blog.explorelearning.com/2020/08/getting-kids-inspired-and-engaged-with-reflex-remotely/?utm_source=hootsuite&utm_medium=twitter&utm_term=explorelearning&utm_content=&utm_campaign=Reflex-News
[7] https://web.explorelearning.com/gizmos-chemistry-theme/?utm_source=hootsuite&utm_medium=twitter&utm_term=explorelearning&utm_content=34c8c635-3fe1-40e0-a2b7-79f09d38f84d&utm_campaign=2020-gizmo-theme-month
[7] https://web.reflexmath.com/grants-main/
[6] https://web.explorelearning.com/remote-learning-pd-resources/?utm_source=hootsuite&utm_medium=twitter&utm_term=explorelearning&utm_content=4b23496b-6b86-4f7c-a6c1-e6ecb6f01a84&utm_campaign=2020-PD-offerings
[6] http://ow.ly/qDKk50Bjjqf?utm_source=hootsuite&utm_medium=twitter&utm_term=&utm_content=1ee6f47e-e77a-488d-817d-a21626834d3c&utm_campaign=Q3-2019-math-science-spotlight
[6] https://www.explorelearning.com/index.cfm?method=cResource.dspDetail&ResourceID=308&utm_source=hootsuite&utm_medium=twitter&utm_term=explorelearning&utm_content=ea7ad733-72f9-480b-b536-59358b090804&utm_campaign=gizmo-of-the-week
[5] https://docs.google.com/presentation/d/1g3jSqyvSILJx6GFDSALjbqv60lJtnH2XOEqTnD7VqLM/edit

Top URLs in Tweet in G9:
[8] https://new.landingi.com/affiliate-link/i1tfqq
[6] http://www.downingedtech.com/
[5] https://community.macmillanlearning.com/t5/press-release/susan-winslow-promoted-to-president-of-macmillan-learning/ba-p/12762
[5] https://elearningactual.com/foro/
[4] https://e-learning-teleformacion.blogspot.com/2020/09/talleres-juveniles-educativos-youth.html
[4] https://medium.com/%C3%B1am-educkacci%C3%B3n-en-red/informe-sobre-el-estado-de-la-cultura-2020-c22f3c71ff3a?source=friends_link&sk=5e561dc5cf60547473371d260eca1bc6
[4] https://teckedin.com/
[4] https://teckedin1.document360.io/docs/en/tech-news-links-table-sorting
[3] https://e-learning-teleformacion.blogspot.com/2020/08/implementing-education-responses-to.html
[3] https://e-learning-teleformacion.blogspot.com/2020/09/educacion-en-pandemia-que-hemos.html

Top URLs in Tweet in G10:
[2] https://limportant.fr/infos-culture/6/t/977920
[2] https://classetice.fr/2020/09/17/14-applications-pour-creer-des-bandes-dessinees/
[1] https://edtech-france.welcomekit.co/
[1] https://twitter.com/al_rousset/status/1306136922981625856
[1] https://twitter.com/femmesnumerique/status/1306950209583362050
[1] https://www.ffdys.com/actualites/14e-journee-nationale-des-dys-consultez-le-pre-programme.htm
[1] https://librairie.cahiers-pedagogiques.com/fr/revue/754-expliciter-en-classe.html
[1] https://librairie.cahiers-pedagogiques.com/fr/hors-serie-numerique-pdf-epub/676-les-parents-et-l-ecole-trente-ans-de-reflexion.html
[1] http://www.lab-afev.org/fondation-alphaomega-un-manifeste-contre-le-decrochage/
[1] https://blogs.mediapart.fr/claude-lelievre/blog/170920/legalite-des-chances-un-mot-dordre-discute-depuis-longtemps?utm_source=twitter&utm_medium=social&utm_campaign=Sharing&xtor=CS3-67

Top Domains
Top Domains in Tweet in Entire Graph:
[263] twitter.com
[157] edsurge.com
[151] blogspot.com
[118] co.uk
[117] youtube.com
[110] facebook.com
[105] google.com
[72] edtechmagazine.com
[52] linkedin.com
[50] twoscreensforteachers.org

Top Domains in Tweet in G1:
[21] routledge.com
[18] twitter.com
[16] smallcapvoice.com
[13] edsurge.com
[12] blogspot.com
[11] optimize.health
[8] bah.com
[8] wire19.com
[8] linkedin.com
[8] nytimes.com

Top Domains in Tweet in G2:
[55] edtechmagazine.com
[31] blogspot.com
[30] youtube.com
[29] twitter.com
[24] matrixlms.com
[23] neolms.com
[22] amazon.com
[18] voicestorm.com
[16] rdene915.com
[15] google.com

Top Domains in Tweet in G3:
[41] twitter.com
[24] co.uk
[22] youtube.com
[21] vmukta.com
[16] linkedin.com
[13] google.com
[12] ziftsolutions.com
[10] forbes.com
[9] edsurge.com
[9] uis.edu

Top Domains in Tweet in G4:
[14] microsoft.com
[8] twitter.com
[6] google.com
[6] youtube.com
[3] ac-rouen.fr
[2] org.uk
[2] samuelmcneill.com
[2] blogspot.com
[2] tiktok.com
[1] appsforgood.org

Top Domains in Tweet in G5:
[110] edsurge.com
[6] medium.com
[4] wordpress.com
[3] bit.ly
[3] linkedin.com
[2] youtube.com
[2] google.com
[2] hapara.com
[2] net-ref.com
[1] iste.org

Top Domains in Tweet in G6:
[21] bookcreator.com
[17] edtechreview.in
[6] twitter.com
[5] curriki.org
[4] edutopia.org
[4] weebly.com
[3] classtechtips.com
[2] youtube.com
[2] radian6.com
[2] edpuzzle.com

Top Domains in Tweet in G7:
[21] tcea.org
[13] t.co
[12] apple.com
[6] google.com
[5] flippedtechcoaching.com
[5] weareteachers.com
[4] blogspot.com
[4] twitter.com
[4] controlaltachieve.com
[4] huffpost.com

Top Domains in Tweet in G8:
[46] explorelearning.com
[29] shakeuplearning.com
[20] ditchthattextbook.com
[17] ow.ly
[12] reflexmath.com
[9] twitter.com
[7] google.com
[5] freetech4teachers.com
[4] tweetedtimes.com
[3] quandarygame.org

Top Domains in Tweet in G9:
[86] blogspot.com
[13] medium.com
[13] engagucate.com
[8] landingi.com
[6] techlearninguniversity.com
[6] downingedtech.com
[5] document360.io
[5] macmillanlearning.com
[5] elearningactual.com
[4] teckedin.com

Top Domains in Tweet in G10:
[6] twitter.com
[2] limportant.fr
[2] classetice.fr
[2] cahiers-pedagogiques.com
[1] welcomekit.co
[1] ffdys.com
[1] lab-afev.org
[1] mediapart.fr
[1] third.digital
[1] latribune.fr

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3954] edtech
[636] education
[452] edchat
[387] elearning
[289] remotelearning
[260] iot
[257] k12
[254] ai
[198] learning
[194] ar



Top Hashtags in Tweet in G1:
[586] edtech
[232] iot
[181] ai
[158] ar
[121] augmentedreality
[112] python
[102] datascience
[99] kubernetes
[91] 100daysofcode
[77] vr

Top Hashtags in Tweet in G2:
[513] edtech
[139] k12
[129] education
[91] edchat
[60] remotelearning
[51] onlinelearning
[49] distancelearning
[48] elearning
[41] sel
[33] googleei

Top Hashtags in Tweet in G3:
[527] edtech
[99] education
[64] elearning
[45] edchat
[32] teachers
[32] remotelearning
[30] learning
[24] edtechchat
[22] onlinelearning
[21] online

Top Hashtags in Tweet in G4:
[176] microsoftteams
[68] onenote
[64] edtech
[25] mieexpert
[21] microsoftedu
[11] remotelearning
[8] hybridlearning
[8] edchat
[6] distancelearning
[5] education

Top Hashtags in Tweet in G5:
[145] edtech
[8] elearning
[7] learning
[6] universidad
[6] googlemeet
[5] educaciondisruptiva
[4] iste20
[4] aprendizaje
[3] web20
[3] googleclassroom

Top Hashtags in Tweet in G6:
[76] edtech
[18] education
[17] edchat
[12] edtechchat
[11] opensource
[11] youtube
[10] videolessons
[9] oer
[9] distancelearning
[7] suptchat

Top Hashtags in Tweet in G7:
[133] edtech
[52] edchat
[40] remotelearning
[37] math
[29] mathchat
[19] education
[17] edu
[16] edutwitter
[13] techtalk
[13] iphone

Top Hashtags in Tweet in G8:
[186] edtech
[56] stemed
[53] remotelearning
[47] elgizmos
[28] reflexmath
[25] ditchbook
[19] learn4life
[16] science4us
[14] distancelearning
[11] sel

Top Hashtags in Tweet in G9:
[174] edtech
[79] education
[77] elearning
[59] educación
[50] pedagogy
[49] highered
[44] edreform
[36] pedagogía
[34] mlearning
[32] pedagogie

Top Hashtags in Tweet in G10:
[25] edtech
[7] comingsoon
[7] lilémo
[7] numerique
[6] edunum
[5] pépiteunitec
[5] beaboss_2020
[5] éducation
[5] formation
[4] rennes

Top Words
Top Words in Tweet in Entire Graph:
[3955] #edtech
[1110] learning
[987] edtech
[735] students
[636] #education
[597] more
[574] education
[520] school
[494] teachers
[451] #edchat

Top Words in Tweet in G1:
[586] #edtech
[232] #iot
[191] education
[181] #ai
[171] enricomolinari
[158] #ar
[150] learning
[132] mt
[121] #augmentedreality
[119] mikequindazzi

Top Words in Tweet in G2:
[516] #edtech
[150] learning
[139] #k12
[129] #education
[119] students
[103] edtech_k12
[91] #edchat
[75] great
[74] edtech
[66] school

Top Words in Tweet in G3:
[527] #edtech
[169] edtech
[99] #education
[91] learning
[64] education
[64] #elearning
[58] students
[54] school
[51] more
[50] free

Top Words in Tweet in G4:
[246] mtholfsen
[176] #microsoftteams
[122] quick
[122] tip
[84] video
[83] launched
[80] powerpoint
[69] edu
[68] #onenote
[65] one

Top Words in Tweet in G5:
[145] #edtech
[112] edsurge
[85] more
[51] learning
[40] learn
[39] research
[39] take
[39] breaks
[37] effectively
[37] suggests

Top Words in Tweet in G6:
[76] #edtech
[51] students
[42] learning
[39] book
[30] bookcreatorapp
[28] creator
[24] teaching
[24] help
[23] check
[22] digital

Top Words in Tweet in G7:
[134] #edtech
[52] #edchat
[47] learning
[40] #remotelearning
[39] #math
[39] students
[39] tcea
[29] #mathchat
[24] use
[23] one

Top Words in Tweet in G8:
[186] #edtech
[73] students
[66] check
[56] #stemed
[53] #remotelearning
[48] free
[47] #elgizmos
[42] teachers
[40] google
[38] learn

Top Words in Tweet in G9:
[174] #edtech
[79] #education
[77] #elearning
[59] #educación
[50] #pedagogy
[49] #highered
[47] learning
[44] #edreform
[36] #pedagogía
[34] #mlearning

Top Words in Tweet in G10:
[25] #edtech
[12] par
[11] article
[10] créer
[10] bien
[8] cubes
[8] selon
[7] #comingsoon
[7] imaginez
[7] propres

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[148] #edtech,#edchat
[136] learn,more
[117] mt,mikequindazzi
[115] covid,19
[110] #edchat,#edtech
[109] #edtech,edsurge
[106] #kubernetes,#iot
[102] #iot,#python
[101] #edtech,#education
[97] remote,learning

Top Word Pairs in Tweet in G1:
[115] mt,mikequindazzi
[99] #kubernetes,#iot
[95] #iot,#python
[89] #100daysofcode,#edtech
[85] #python,#100daysofcode
[81] enabled,education
[81] education,solutions
[81] solutions,allowing
[81] allowing,education
[81] education,sector

Top Word Pairs in Tweet in G2:
[32] #elearning,#edtech
[28] #googleei,#googleet
[22] #onlinelearning,#employeetraining
[21] #employeetraining,#edtech
[20] #edtech,#edtechchat
[20] #ditchbook,#tlap
[19] remote,learning
[19] #education,#edchat
[19] googleforedu,certified
[19] certified,coach

Top Word Pairs in Tweet in G3:
[21] #edtech,#education
[20] #education,#edtech
[18] #elearning,#edtech
[14] covid,19
[14] learn,more
[14] #edtech,#edchat
[12] #edchat,#edtech
[11] calling,#online
[11] #online,#teachers
[11] #teachers,#coaches

Top Word Pairs in Tweet in G4:
[79] quick,tip
[74] tip,video
[70] mtholfsen,quick
[63] one,stop
[63] stop,shop
[63] we've,launched
[63] edu,needs
[57] mtholfsen,#microsoftteams
[56] #microsoftteams,meetings
[55] video,use

Top Word Pairs in Tweet in G5:
[99] #edtech,edsurge
[37] learn,more
[37] more,effectively
[37] effectively,take
[37] take,more
[37] more,breaks
[37] breaks,research
[37] research,suggests
[35] suggests,#edtech
[32] learning,zoom

Top Word Pairs in Tweet in G6:
[28] book,creator
[17] learning,home
[17] home,mean
[17] mean,students
[17] students,work
[17] work,together
[17] together,check
[17] check,34
[17] 34,tools
[17] tools,list

Top Word Pairs in Tweet in G7:
[20] #edtech,#edchat
[18] one,newest
[18] newest,media4math
[18] media4math,resources
[16] #math,#edu
[16] #edu,#edtech
[16] #edtech,co
[14] #edchat,#edtech
[13] #math,#techtalk
[13] #techtalk,#iphone

Top Word Pairs in Tweet in G8:
[42] #edtech,#stemed
[24] #elgizmos,#edtech
[22] learn,more
[20] #stemed,#remotelearning
[19] check,free
[19] check,valuable
[19] valuable,#edtech
[19] #edtech,#learn4life
[19] #learn4life,tweets
[19] tweets,torreytrust

Top Word Pairs in Tweet in G9:
[24] #elearning,#mlearning
[23] #edtech,#edchat
[22] #education,#edtech
[20] #educación,#education
[19] #highered,#highereducation
[18] #pedagogy,#pedagogía
[18] #pedagogy,#pedagogie
[16] #education,#educación
[13] #educación,#edtech
[13] #pedagogie,#pedagogía

Top Word Pairs in Tweet in G10:
[7] #comingsoon,imaginez
[7] imaginez,créer
[7] créer,propres
[7] propres,cubes
[7] cubes,connectés
[7] connectés,jeu
[7] jeu,#lilémo
[7] #lilémo,travailler
[7] travailler,construction
[7] construction,phrases

Top Replied-To
Top Replied-To in Entire Graph:
@steph_edtech
@jenwilliamsedu
@edtech_workshop
@edtech_fanatic
@naomi_toland
@mrshowell24
@rushabh_shah357
@empactventures
@sally_ncce
@paleoexplorer

Top Replied-To in G1:
@empactventures
@realdonaldtrump
@ipfconline1
@barronsonline
@joebiden
@robmccargow

Top Replied-To in G2:
@steph_edtech
@jenwilliamsedu
@naomi_toland
@mrshowell24
@paleoexplorer
@lars3eb
@dkonopelko
@gregbagby
@mrchrismathew
@jlp6c

Top Replied-To in G4:
@ssafdar314
@erikjcain
@dan_edtech
@jlo731

Top Replied-To in G5:
@juandoming
@techcoachsusan
@kristawelz
@applemurphy22

Top Replied-To in G6:
@dontmemorise
@nydailynews
@ixy_pixy
@wevideo
@asmaahm42500476
@canvaedu

Top Replied-To in G7:
@slidesmaniasm
@emmacottier

Top Replied-To in G8:
@tamaraletter
@teachergoals
@carin_edtech
@jillmsiler
@fetc
@missgoggins
@tee1174
@stemgal

Top Replied-To in G9:
@odem_io
@drcheard

Top Replied-To in G10:
@unitec_bdx

Top Mentioned
Top Mentioned in Entire Graph:
@mtholfsen
@edtech_k12
@edsurge
@mikequindazzi
@learnography
@margaretsiegien
@enricomolinari
@cdwgwagov
@antgrasso
@flipgrid

Top Mentioned in G1:
@mikequindazzi
@enricomolinari
@margaretsiegien
@cdwgwagov
@antgrasso
@pawlowskimario
@gwillmer_pwc
@abc7news
@cbsla
@nbcnewyork

Top Mentioned in G2:
@edtech_k12
@rdene915
@flipgrid
@mrshowell24
@googleforedu
@thriveinedu
@mrsparkshine
@techwithbecky
@wakelet
@mseducationuk

Top Mentioned in G3:
@peekapak
@2peasandadog
@georgeparrish1
@legacyearlyc
@aratechnology
@speakagents
@dybuster_en
@veescope
@skymazef3

Top Mentioned in G4:
@mtholfsen
@onenoteedu
@sharepoint
@canvaslms
@samuelmcneill
@edutech20
@showbie
@beckykeene
@digilearnscot
@oneducationpod

Top Mentioned in G5:
@edsurge
@juandoming
@kristawelz
@apple
@edsource
@educationweek
@communityccrc
@southjoseph
@linkedin
@ebonyteach

Top Mentioned in G6:
@bookcreatorapp
@commonsenseed
@edpuzzle
@curriki
@curriculumassoc
@edutopia
@screencastify
@etr_in
@doinktweets
@rosemary_edu

Top Mentioned in G7:
@tcea
@zoom_us
@getkahoot
@tccaconf
@slidesmaniasm
@diben
@timothyspray
@sanrau
@joliboucher
@weareteachers

Top Mentioned in G8:
@shakeuplearning
@jmattmiller
@kszajner
@quandarygame
@jillmsiler
@burgessdave
@edtech_amelia
@taramartinedu
@tamaraletter
@explorelearning

Top Mentioned in G9:
@eraser
@elearningactual
@gklux1
@digieduhack
@inerciadigital
@margenes_rev
@funalternativas
@macmillanlearn
@digital_sher
@cristinariesen

Top Mentioned in G10:
@dipongo_team
@mcmissir
@lilylearn_fr
@edtechfrance
@chut_magazine
@sylecherbonnier
@nicolasturcat
@nvelleaquitaine
@unitec_bdx
@al_rousset

Top Tweeters
Top Tweeters in Entire Graph:
@m_m1941
@sectest9
@marshawright
@7l2cnc
@chidambara09
@cybersec_feeds
@mitimoto3
@limportant_fr
@evankirstel
@aaroncuddeback

Top Tweeters in G1:
@sectest9
@chidambara09
@cybersec_feeds
@evankirstel
@codernotesbot
@xaelbot
@taieb_bot
@codedailybot
@bot_innovation
@cybersecurityn8

Top Tweeters in G2:
@ottlegalrebels
@lynch39083
@advocatefored
@fastcompany
@thecuriousluke
@ukedchat
@flipgrid
@stepney141
@mcmajorterror
@rdene915

Top Tweeters in G3:
@sivanakai
@bloombergquint
@mnpz98
@fabienprevots
@chanperco
@smesecurity
@masahirok_jp
@newsrelease_jp
@media4math
@angelamaiers

Top Tweeters in G4:
@procm2
@hardistymark
@angelssoriano74
@nokidhungry
@bprince95
@gannotti
@shakthiravi
@iainmacl
@irvspanish
@ivordavies59

Top Tweeters in G5:
@gojira007x
@juandoming
@garden4u_wa
@mzteachuh
@saibef
@dn_charles
@educationweek
@ebonyteach
@ryan7read
@wbjonline

Top Tweeters in G6:
@nydailynews
@nplace1
@elizawallace27
@eddygarciavega
@doinktweets
@theipodteacher
@kdmiller4
@classtechtips
@ozge
@edutopia

Top Tweeters in G7:
@huffpost
@sanrau
@nikfarmath2
@techrepublic
@shellterrell
@rowerikw
@robinwauters
@iteachmathall
@tech_eu
@s_bearden

Top Tweeters in G8:
@burgessdave
@mrkempnz
@taramartinedu
@shakeuplearning
@ensermark
@justinaion
@jmattmiller
@rmbyrne
@reclaimuc
@mikelubelfeld

Top Tweeters in G9:
@femtech_
@eraser
@ricardo_ik_ahau
@mdrechsler
@techtrendingnow
@botofdogecoin
@bbva
@gameaudiort
@sardimperium
@meducativa

Top Tweeters in G10:
@limportant_fr
@rozawieder
@matthisvernon
@digital_ladies
@mathazay
@claudelelievre
@froehlichert
@mediapartblogs
@francoistaddei
@classetice