edtech, Twitter, 9/20/2021 5:26:19 PM, 262493


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edtech_2021-09-20_03-29-31.xlsx
edtech_2021-09-20_03-29-31.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 20, 2021
Short Description:
edtech via NodeXL https://bit.ly/3lALLBq
@markj_ohnson
@scalarhumanity
@gauravsingh961
@getiftech
@tcea
@mtholfsen
@enricomolinari
@peardeck
@rdene915
@ericcurts

Top hashtags:
#edtech
#education
#edchat
#learning
#ai
#startup
#k12
#startups
#elearning
#etcoaches

Description:
Description
The graph represents a network of 6,250 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, 20 September 2021 at 10:46 UTC.

The requested start date was Monday, 20 September 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, 12-hour, 22-minute period from Wednesday, 15 September 2021 at 21:29 UTC to Sunday, 19 September 2021 at 09:52 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 : 6250
Unique Edges : 5599
Edges With Duplicates : 11740
Total Edges : 17339
Number of Edge Types : 5
Retweet : 4555
MentionsInRetweet : 6910
Tweet : 2177
Replies to : 287
Mentions : 3410
Self-Loops : 2285
Reciprocated Vertex Pair Ratio : 0.0393007977475364
Reciprocated Edge Ratio : 0.0756293035331301
Connected Components : 1090
Single-Vertex Connected Components : 637
Maximum Vertices in a Connected Component : 3953
Maximum Edges in a Connected Component : 14071
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.713348
Graph Density : 0.000226826692270763
Modularity : 0.462981
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 6,250 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, 20 September 2021 at 10:46 UTC.

The requested start date was Monday, 20 September 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, 12-hour, 22-minute period from Wednesday, 15 September 2021 at 21:29 UTC to Sunday, 19 September 2021 at 09:52 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:
[76] https://techcrunch.com/2021/09/17/what-we-can-learn-from-edtech-startups-expansion-efforts-in-europe/
[68] http://friedtechnology.blogspot.com/2015/09/how-do-i-keep-google-drive-organized.html
[56] https://pin.it/5fuM9eV
[55] https://techcrunch.com/2021/09/17/what-we-can-learn-from-edtech-startups-expansion-efforts-in-europe/?utm_source=dlvr.it&utm_medium=twitter
[53] http://simulasidigital-muchamadekisa.blogspot.com
[45] https://usergeneratededucation.wordpress.com/2015/01/16/the-other-21st-century-skills-educator-self-assessment/
[42] https://www.fierceeducation.com/best-practices/artificial-intelligence-critical-to-future-higher-education-0
[35] https://www.analyticsinsight.net/top-data-science-crash-courses-to-shape-your-career-in-2021/
[34] http://web-muchamadekisa.blogspot.com/?m=1
[33] https://m.tiktok.com/v/7008296625445571846.html?_d=secCgYIASAHKAESPgo8ju9Kb6M4Kzd6eSuejC1pNCMTBdYr2YIkJ16BdhqPjnqpC0S3iUgzCyoSNHDOeDQbtR%2FO4REW81z4nc3kGgA%3D&checksum=b3cbf3d3b8120acaf0ceb4e690410e9d8603d232622155d9f82d7de420390258&language=en&preview_pb=0&sec_user_id=MS4wLjABAAAAT7bG1BuaQezkqVfjCGiensQz7e_lShwYRsPUmRWmPxdA2dOsUs4NLJYg_ncKoLs5&share_app_id=1233&share_item_id=7008296625445571846&share_link_id=8D6610F5-512A-4573-9196-DD358EE69BD9&source=h5_m×tamp=1631828469&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:
[33] https://www.analyticsinsight.net/top-data-science-crash-courses-to-shape-your-career-in-2021/
[30] https://techcrunch.com/2021/09/17/what-we-can-learn-from-edtech-startups-expansion-efforts-in-europe/
[25] https://hexabitz.com/docs/what-is-hexabitz/
[24] https://www.analyticsinsight.net/6-highest-paying-data-science-certifications-you-should-know/
[19] https://www.analyticsinsight.net/top-10-affordable-countries-to-study-data-science/
[15] 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
[15] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Floopsnstrands.com%2Fapplication-of-artificial-intelligence-in-biotechnology-5aad23f76d4%3Fsource%3Dsocial.tw
[14] https://accounts.google.com/ServiceLogin?service=wise&passive=1209600&continue=https://docs.google.com/presentation/d/1RIVmhXJkBvNXO_W1DajNeBT-ylTdLOx_3BXwvBz5q8k/edit?usp%3Dsharing&followup=https://docs.google.com/presentation/d/1RIVmhXJkBvNXO_W1DajNeBT-ylTdLOx_3BXwvBz5q8k/edit?usp%3Dsharing<mpl=slides
[13] https://www.rdene915.com/
[13] https://www.fierceeducation.com/best-practices/artificial-intelligence-critical-to-future-higher-education-0

Top URLs in Tweet in G2:
[53] https://techcrunch.com/2021/09/17/what-we-can-learn-from-edtech-startups-expansion-efforts-in-europe/?utm_source=dlvr.it&utm_medium=twitter
[28] https://techcrunch.com/2021/09/17/what-we-can-learn-from-edtech-startups-expansion-efforts-in-europe/
[15] https://jp.techcrunch.com/2021/09/17/2021-09-15-inside-reach-capitals-edtech-powered-returns/
[10] https://techcrunch.com/2021/09/15/inside-reach-capitals-edtech-powered-returns/?utm_source=dlvr.it&utm_medium=twitter
[10] https://techcrunch.com/2021/09/15/inside-reach-capitals-edtech-powered-returns/
[10] https://www.economist.com/united-states/2021/09/18/edtech-that-helps-teachers-beats-edtech-that-replaces-them
[10] https://twitter.com/gauravsingh961/status/1438503323594723343
[8] https://twinybots.ch/
[6] http://www.freetech4teachers.com/2021/09/two-edtech-guys-take-questions.html?utm_source=dlvr.it&utm_medium=twitter
[5] http://www.freetech4teachers.com/2021/09/two-edtech-guys-take-questions.html

Top URLs in Tweet in G3:
[2] https://threadreaderapp.com/thread/1438503323594723343.html
[2] https://twitter.com/gauravsingh961/status/1438503323594723343
[1] https://www.tandfonline.com/doi/full/10.1080/17439884.2021.1963980?src=
[1] https://www.edsurge.com/amp/news/2021-09-13-blackboard-to-merge-with-anthology-forming-a-new-edtech-giant
[1] https://codeactsineducation.wordpress.com/2021/09/17/nudging-assets/
[1] https://digitalfuturescommission.org.uk/blog/navigating-education-data-governance-in-the-uk-state-schools-a-continued-conversation/
[1] https://twitter.com/gauravsingh961/status/1438503323594723343?s=19
[1] https://www.ischool.berkeley.edu/news/2021/i-school-professors-receive-jacobs-foundation-ceres-subaward-improve-digital-technologies

Top URLs in Tweet in G4:
[62] http://friedtechnology.blogspot.com/2015/09/how-do-i-keep-google-drive-organized.html
[44] https://usergeneratededucation.wordpress.com/2015/01/16/the-other-21st-century-skills-educator-self-assessment/
[43] https://pin.it/5fuM9eV
[27] https://www.weareteachers.com/free-digital-citizenship-guides/
[25] https://shakeuplearning.com/blog/empower-students-4-cs-learning-menu/
[15] https://mathigon.org/polypad
[12] https://infinitelyteaching.com/2021/09/12/self-checking-google-sheets/
[9] https://shakeuplearning.com/conference
[8] https://brandrevive.com/12-mac-shortcuts-to-make-your-life-easier/
[7] https://www.controlaltachieve.com/2021/08/screencastify-quiz.html

Top URLs in Tweet in G5:
[29] https://www.fierceeducation.com/best-practices/artificial-intelligence-critical-to-future-higher-education-0
[21] https://www.statista.com/chart/15434/the-countries-spending-the-most-on-education/?utm_source=Statista+Newsletters&utm_campaign=dd1163fe88-All_InfographTicker_daily_COM_AM_KW29_2021_Mo_COPY&utm_medium=email&utm_term=0_662f7ed75e-dd1163fe88-315149497
[21] https://www.artiba.org/blog/how-ai-is-transforming-the-education-industry
[8] https://www.kickstarter.com/projects/stempedia/quarky-learn-ai-make-bots-have-fun?=hyper
[8] https://techcrunch.com/2021/09/17/what-we-can-learn-from-edtech-startups-expansion-efforts-in-europe/
[7] https://www.visualcapitalist.com/mapping-the-biggest-companies-by-market-cap-in-60-countries/
[7] https://thenextweb.com/news/new-zealands-first-ai-police-officer-reports-for-duty?utm_content=buffer6e5da&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[6] https://www.biometricupdate.com/202109/a-win-for-spotting-synthetic-faces-but-deepfake-blue-videos-get-easier-to-make
[5] https://www.jadirectives.com/best-teacher-training-online-courses/
[5] https://medium.com/@juliedavisedu/finding-your-rut-and-getting-out-of-it-b500daf5fa3b?source=rss------artificial_intelligence-5&utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G6:
[11] https://www.eduairbox.com/products/eduenergy.html
[9] https://www.myedtechbundle.com/
[7] https://www.k12prospects.com/?utm_source=twitter&utm_medium=posting-image&utm_campaign=quick-facts&utm_content=textlink
[5] https://techcrunch.com/2021/09/09/edtech-leans-into-the-creator-economy-with-cohort-based-classes/
[5] https://www.investopedia.com/microsoft-msft-acquires-edtech-platform-takelessons-5201210
[5] https://finance.yahoo.com/news/srax-host-2021-sequire-edtech-130000327.html
[5] https://techcrunch.com/2021/09/15/inside-reach-capitals-edtech-powered-returns/
[5] https://venturebeat.com/2021/09/16/byjus-acquires-tynker-edtech-firm-as-part-of-u-s-expansion/
[4] https://www.scoop.it
[4] https://www.edsurge.com/news/2021-09-13-blackboard-to-merge-with-anthology-forming-a-new-edtech-giant

Top URLs in Tweet in G7:
[31] https://m.tiktok.com/v/7008296625445571846.html?_d=secCgYIASAHKAESPgo8ju9Kb6M4Kzd6eSuejC1pNCMTBdYr2YIkJ16BdhqPjnqpC0S3iUgzCyoSNHDOeDQbtR%2FO4REW81z4nc3kGgA%3D&checksum=b3cbf3d3b8120acaf0ceb4e690410e9d8603d232622155d9f82d7de420390258&language=en&preview_pb=0&sec_user_id=MS4wLjABAAAAT7bG1BuaQezkqVfjCGiensQz7e_lShwYRsPUmRWmPxdA2dOsUs4NLJYg_ncKoLs5&share_app_id=1233&share_item_id=7008296625445571846&share_link_id=8D6610F5-512A-4573-9196-DD358EE69BD9&source=h5_m×tamp=1631828469&tt_from=copy&u_code=dd3el3994f7ll9&user_id=6840839314365711366&utm_campaign=client_share&utm_medium=ios&utm_source=copy
[8] https://m.tiktok.com/v/7009030279494929670.html?_d=secCgYIASAHKAESPgo8hmILG%2Fs455nS%2Bnky0FK%2BiHtdAV2FYM4Pf65odI6ZnAMO5t4IcSmBke1u6Uhxew62audj%2BwwwE63W8C%2F6GgA%3D&checksum=21e9b9189f8dd91343fb003c8e153794b2fa3bd5850f27fb42bf52d61c43086f&language=en&preview_pb=0&sec_user_id=MS4wLjABAAAAT7bG1BuaQezkqVfjCGiensQz7e_lShwYRsPUmRWmPxdA2dOsUs4NLJYg_ncKoLs5&share_app_id=1233&share_item_id=7009030279494929670&share_link_id=57DFE46B-3745-45D0-A13E-B3A077EA7407&source=h5_m×tamp=1631918100&tt_from=copy&u_code=dd3el3994f7ll9&user_id=6840839314365711366&utm_campaign=client_share&utm_medium=ios&utm_source=copy
[3] https://teachleadco.wordpress.com/2021/09/14/introducing-the-edtech-show/
[2] https://techcommunity.microsoft.com/t5/education-blog/reading-progress-in-microsoft-teams-to-improve-student-reading/ba-p/2675732
[2] https://www.youtube.com/watch?v=I725xySvwug&list=PLdHjJccRYryNHt53xdAYJKQG5L7q6BiNy&index=1

[2] https://m.tiktok.com/v/7007918356502301958.html?_d=secCgYIASAHKAESPgo8RgQ0XM641B9CHlsinjNhepjlik1gKTbd3vmIRsYmvX60UIWPPtCBj6elW9BPSIDqnszlhsC9BwZLXb25GgA%3D&checksum=687eb17aa9e9b60b9d5b4b245ddbe920a9f47e3ec9ffae14244036493681c767&language=en&preview_pb=0&sec_user_id=MS4wLjABAAAAT7bG1BuaQezkqVfjCGiensQz7e_lShwYRsPUmRWmPxdA2dOsUs4NLJYg_ncKoLs5&share_app_id=1233&share_item_id=7007918356502301958&share_link_id=966FD391-BA89-4082-95B4-9AD8D518B168&source=h5_m×tamp=1631658226&tt_from=copy&u_code=dd3el3994f7ll9&user_id=6840839314365711366&utm_campaign=client_share&utm_medium=ios&utm_source=copy
[2] https://edurolearning.lpages.co/5-stress-free-ways-to-transform-learning-in-your-classroom-workshop-registration/
[2] https://www.sec-ed.co.uk/best-practice/edtech-change-and-transformation-how-to-make-things-happen-pandemic-school-improvement-technology-learning-covid/
[2] https://www.global-edtech.com/edtech-definitions-products-and-trends/
[2] https://global-edtech.com/my-back-to-school-tech-six/

Top URLs in Tweet in G8:
[5] https://edtechmagazine.com/k12/article/2021/09/how-choose-k-12-educational-technology-intentionally
[4] https://ditchthattextbook.com/free-updated-ebook-101-practical-ways-to-ditch-that-textbook-2-0/
[4] http://ditchthattextbook.com/using-kahoot-and-others-the-way-your-brain-craves//
[4] https://www.edtechupdate.com/edition/daily-professional-learning-competency-based-learning-2021-09-09?open-article-id=20139380&article-title=20--ways-to-use-10-big-flipgrid-updates&blog-domain=ditchthattextbook.com&blog-title=ditch-that-textbook
[3] http://ditchthattextbook.com/touchscreen-chromebooks-the-ipad-killers-in-schools//
[3] https://www.spreaker.com/user/voicedradio/e168-p2-stacey-roshan-8-14-21-11-37-am
[3] https://infinitelyteaching.com/2021/09/12/self-checking-google-sheets/
[3] https://whiteboard.fi/
[3] https://edtechmagazine.com/k12/article/2021/09/how-it-leaders-can-make-learning-more-accessible-students-low-vision
[3] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DUx2iSDRrERM&q=EgS4SO-bGPuojIoGIhCA_nbmjK0a4JSFhgJXUDGRMgFy

Top URLs in Tweet in G9:
[3] https://www.edtechdigest.com/enter-awards/
[3] https://whitepaper.forwardprotocol.io/
[2] https://www.edtechdigest.com/2021/09/10/lets-not-blow-190-billion/
[2] https://www.k12dive.com/news/influx-of-school-devices-provides-crucial-opportunities-for-data-privacy-le/606188/
[1] https://www.eventbrite.com/e/scaling-ed-tech-solutions-tickets-169313668741
[1] https://www.washingtonpost.com/technology/2021/09/16/chris-gilliard-sees-digital-redlining-in-surveillance-tech/
[1] https://unesdoc.unesco.org/ark:/48223/pf0000378951/PDF/378951eng.pdf.multi
[1] https://economictimes.indiatimes.com/tech/funding/ettech-deals-digest-byjus-1-bn-funding-amazons-250-mn-india-fund/articleshow/82104181.cms
[1] https://www.business-standard.com/article/companies/amazon-internet-services-revenue-up-54-to-rs-4-216-crore-losses-rise-120121701396_1.html
[1] https://www.edtechdigest.com/2021/09/17/edtech-tools-drive-connectivity-in-and-out-of-the-classroom/

Top URLs in Tweet in G10:
[9] https://www.bloomberg.com/news/articles/2021-09-15/german-language-firm-babbel-seeks-224-million-in-market-debut
[8] https://www.edsurge.com/news/2021-09-15-what-will-online-learning-look-like-in-10-years-zoom-has-some-ideas?utm_source=pocket_mylist
[6] https://www.edsurge.com/news/2021-09-07-how-do-you-open-school-in-a-pandemic-start-by-asking-teachers-and-students?utm_campaign=site&utm_content=share-913
[4] https://www.edsurge.com/news/2021-09-13-blackboard-to-merge-with-anthology-forming-a-new-edtech-giant?utm_campaign=EdSurgeSproutSocial&utm_medium=social&utm_source=twitter.com
[4] https://www.edsurge.com/news/2021-09-15-what-will-online-learning-look-like-in-10-years-zoom-has-some-ideas?utm_campaign=site&utm_content=share-916
[3] https://www.amazonfutureengineer.com/classchats
[3] 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://podcasts.apple.com/us/podcast/thriveinedu-by-rachelle-dene-poth/id1534150166
[3] https://www.edsurge.com/news/2021-09-15-what-will-online-learning-look-like-in-10-years-zoom-has-some-ideas?utm_campaign=site&utm_content=share-915
[2] https://www.ludomag.com/2021/09/15/orientation-decouvrez-parcoureo-la-plateforme-numerique-de-la-fondation-jae/

Top Domains
Top Domains in Tweet in Entire Graph:
[271] blogspot.com
[253] twitter.com
[218] techcrunch.com
[163] youtube.com
[151] google.com
[93] medium.com
[89] co.uk
[80] analyticsinsight.net
[75] edsurge.com
[62] wordpress.com

Top Domains in Tweet in G1:
[88] google.com
[76] analyticsinsight.net
[66] blogspot.com
[59] thepaperlesstrail.com
[55] youtube.com
[47] edtechreview.in
[43] medium.com
[38] twitter.com
[35] mzteachuh.org
[34] oodlu.org

Top Domains in Tweet in G2:
[125] techcrunch.com
[34] twitter.com
[31] indiatimes.com
[22] freetech4teachers.com
[17] yourstory.com
[16] edtech-media.com
[14] economist.com
[14] google.com
[13] linkedin.com
[13] co.uk

Top Domains in Tweet in G3:
[3] twitter.com
[2] threadreaderapp.com
[1] tandfonline.com
[1] edsurge.com
[1] wordpress.com
[1] org.uk
[1] berkeley.edu

Top Domains in Tweet in G4:
[69] blogspot.com
[52] shakeuplearning.com
[44] wordpress.com
[43] pin.it
[27] weareteachers.com
[15] mathigon.org
[14] tcea.org
[14] twitter.com
[12] controlaltachieve.com
[12] infinitelyteaching.com

Top Domains in Tweet in G5:
[29] fierceeducation.com
[21] statista.com
[21] artiba.org
[17] techcrunch.com
[11] medium.com
[8] kickstarter.com
[7] visualcapitalist.com
[7] thenextweb.com
[6] biometricupdate.com
[5] jadirectives.com

Top Domains in Tweet in G6:
[12] techcrunch.com
[11] twitter.com
[11] eduairbox.com
[10] k12prospects.com
[9] edtechpicks.org
[9] myedtechbundle.com
[7] scoop.it
[7] yahoo.com
[7] venturebeat.com
[6] youtube.com

Top Domains in Tweet in G7:
[42] tiktok.com
[10] twitter.com
[8] youtube.com
[6] wordpress.com
[6] global-edtech.com
[5] microsoft.com
[4] explorelearning.com
[3] co.uk
[2] office.com
[2] lpages.co

Top Domains in Tweet in G8:
[19] voicestorm.com
[17] ditchthattextbook.com
[15] edtechmagazine.com
[12] youtube.com
[9] twitter.com
[9] google.com
[5] edtechupdate.com
[4] spreaker.com
[4] whiteboard.fi
[3] eduporium.com

Top Domains in Tweet in G9:
[7] edtechdigest.com
[3] twitter.com
[3] forwardprotocol.io
[2] edtechhub.org
[2] k12dive.com
[2] elsevier.com
[2] elearningindustry.com
[1] eventbrite.com
[1] washingtonpost.com
[1] unesco.org

Top Domains in Tweet in G10:
[43] edsurge.com
[9] bloomberg.com
[5] amazon.com
[3] amazonfutureengineer.com
[3] ludomag.com
[3] apple.com
[2] paper.li
[2] collegeplacers.com
[2] drbruceajohnson.com
[2] techcrunch.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3810] edtech
[774] education
[541] edchat
[487] learning
[294] ai
[255] startup
[223] k12
[220] startups
[218] elearning
[202] etcoaches



Top Hashtags in Tweet in G1:
[1183] edtech
[339] education
[295] edchat
[153] k12
[148] startups
[140] ai
[138] learning
[132] startup
[119] python
[118] datascience

Top Hashtags in Tweet in G2:
[385] edtech
[95] byjus
[83] education
[28] onlinelearning
[25] edchat
[21] startup
[19] learning
[17] tech
[17] k12
[17] elearning

Top Hashtags in Tweet in G3:
[4] edtech
[1] nftcollector
[1] thread
[1] raspberrypi
[1] digitalfutures
[1] ceres
[1] berkeleyresearch

Top Hashtags in Tweet in G4:
[309] edtech
[234] learning
[110] etcoaches
[91] edchat
[65] edutwitter
[44] educator
[35] teachertwitter
[35] futureready
[34] digitallearning
[34] digcit

Top Hashtags in Tweet in G5:
[229] edtech
[125] education
[94] ai
[53] fintech
[48] artificialintelligence
[40] japan
[40] augmentedreality
[40] virtualreality
[37] smartboards
[34] iot

Top Hashtags in Tweet in G6:
[267] edtech
[27] edtechforgood
[26] education
[21] hubdesterritoires
[21] edchat
[13] k12
[10] grandtemoin
[7] startup
[7] ai
[6] esr

Top Hashtags in Tweet in G7:
[133] edtech
[60] mieexpert
[33] stem
[19] microsoftteams
[16] theedtechshow
[11] microsoftedu
[10] edutwitter
[10] education
[10] digilearnsector
[8] intedpt

Top Hashtags in Tweet in G8:
[103] edtech
[51] peartember
[19] cdwsocial
[19] highered
[17] ditchbook
[11] peardeck
[10] k12
[9] education
[7] stem
[7] edchat

Top Hashtags in Tweet in G9:
[26] edtech
[4] highered
[3] k12
[3] workforce
[3] forwardprotocol
[2] dataprivacy
[2] amazonacademy
[2] oklaed
[2] okste
[2] oksteshifthappens

Top Hashtags in Tweet in G10:
[69] edtech
[19] onlinelearning
[16] learning
[14] distancelearning
[12] education
[10] elearning
[9] coupdeflash
[9] bourse
[8] mustread
[8] innovations

Top Words
Top Words in Tweet in Entire Graph:
[3809] #edtech
[1698] edtech
[774] #education
[665] learning
[639] education
[565] one
[541] #edchat
[520] know
[487] #learning
[482] students

Top Words in Tweet in G1:
[1183] #edtech
[339] #education
[295] #edchat
[207] education
[170] learning
[153] #k12
[148] #startups
[142] #ai
[138] #learning
[132] #startup

Top Words in Tweet in G2:
[389] edtech
[385] #edtech
[121] learn
[102] expansion
[99] startups
[95] europe
[95] #byjus
[92] efforts
[83] #education
[77] education

Top Words in Tweet in G3:
[459] edtech
[424] gauravsingh961
[390] olpc
[387] story
[385] many
[384] know
[383] one
[383] laptop
[380] child
[378] heard

Top Words in Tweet in G4:
[309] #edtech
[294] tcea
[234] #learning
[207] google
[110] #etcoaches
[105] students
[91] #edchat
[89] content
[72] self
[67] drive

Top Words in Tweet in G5:
[229] #edtech
[125] #education
[94] #ai
[84] role
[79] enricomolinari
[75] future
[53] #fintech
[52] education
[48] #artificialintelligence
[43] frronconi

Top Words in Tweet in G6:
[267] #edtech
[112] edtech
[60] edtechfrance
[49] banquedesterr
[41] rentrée
[40] learning
[37] petit
[30] classroom
[27] #edtechforgood
[26] #education

Top Words in Tweet in G7:
[133] #edtech
[93] mtholfsen
[60] #mieexpert
[49] tip
[47] show
[41] micro
[39] excel
[37] more
[33] #stem
[33] use

Top Words in Tweet in G8:
[103] #edtech
[64] peardeck
[51] #peartember
[46] teacher
[43] time
[43] 10
[39] giveaway
[39] tag
[39] co
[39] appreciate

Top Words in Tweet in G9:
[26] #edtech
[18] edtech
[11] education
[9] learning
[8] need
[8] schools
[7] edtechdigest
[7] working
[7] unicef
[7] role

Top Words in Tweet in G10:
[68] #edtech
[41] edsurge
[19] #onlinelearning
[19] students
[19] par
[18] edtech
[16] teachers
[16] #learning
[15] ans
[15] 10

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[387] one,laptop
[384] know,one
[383] edtech,story
[383] story,know
[382] laptop,child
[378] gauravsingh961,edtech
[378] child,olpc
[378] olpc,many
[378] many,heard
[199] #edtech,#learning

Top Word Pairs in Tweet in G1:
[104] #edchat,#edtech
[87] #machinelearning,#datascience
[86] #datascience,#python
[82] 700,000
[82] #startup,group
[82] ravikikan,#startups
[82] #startups,#entrepreneurs
[82] #entrepreneurs,#marketing
[82] #marketing,#femtech
[82] #femtech,#blockchain

Top Word Pairs in Tweet in G2:
[93] learn,edtech
[92] expansion,efforts
[92] efforts,europe
[90] edtech,startups
[83] startups,expansion
[81] #byjus,#edtech
[34] inside,reach
[34] edtech,powered
[34] powered,returns
[33] reach,capital

Top Word Pairs in Tweet in G3:
[383] one,laptop
[382] edtech,story
[382] story,know
[382] know,one
[379] laptop,child
[378] gauravsingh961,edtech
[378] child,olpc
[378] olpc,many
[378] many,heard
[40] 10th,part

Top Word Pairs in Tweet in G4:
[158] #edtech,#learning
[67] google,drive
[64] #learning,#edchat
[62] organizing,google
[62] drive,friedtechamy
[62] friedtechamy,friedtechnology
[62] friedtechnology,#edtech
[62] #edchat,#etcoaches
[60] tcea,organizing
[60] #etcoaches,#edutw

Top Word Pairs in Tweet in G5:
[48] #education,#edtech
[40] #japan,using
[40] using,#augmentedreality
[40] #augmentedreality,#virtualreality
[40] #virtualreality,teach
[40] teach,children
[40] children,dangers
[40] dangers,flash
[40] flash,floods
[40] floods,#education

Top Word Pairs in Tweet in G6:
[25] banquedesterr,edtechfrance
[25] petit,dej
[19] dej,#edtech
[15] #edtech,#education
[15] président,universitereims
[14] #edtech,#hubdesterritoires
[12] #hubdesterritoires,banquedesterr
[11] pitch,#edtech
[11] edtechfrance,banquedesterr
[11] low,consumption

Top Word Pairs in Tweet in G7:
[47] #edtech,#mieexpert
[41] micro,tip
[41] tip,show
[38] mtholfsen,micro
[33] excel,#edtech
[32] #mieexpert,#stem
[31] show,use
[31] use,flash
[31] flash,fill
[31] fill,excel

Top Word Pairs in Tweet in G8:
[39] time,#peartember
[39] #peartember,giveaway
[39] giveaway,tag
[39] tag,co
[39] co,teacher
[39] teacher,appreciate
[39] appreciate,tweet
[39] tweet,randomly
[39] randomly,select
[39] select,10

Top Word Pairs in Tweet in G9:
[4] reimagining,education
[4] gig,alert
[4] alert,senior
[4] senior,advisor
[4] advisor,digital
[4] digital,learning
[4] learning,unicef
[4] unicef,reimagine
[4] reimagine,education
[4] education,cool

Top Word Pairs in Tweet in G10:
[23] #edtech,edsurge
[9] #edtech,#onlinelearning
[9] #coupdeflash,babbel
[9] babbel,entrer
[9] entrer,#bourse
[9] #bourse,levée
[9] levée,record
[9] record,business
[9] business,poussée
[9] poussée,par

Top Replied-To
Top Replied-To in Entire Graph:
@mrkline_edtech
@ictevangelist
@gauravsingh961
@rhsteach
@sethponder
@byjus
@forman
@smallindiana
@jrsowash
@juandoming

Top Replied-To in G1:
@juandoming
@gvanrossum
@jrsowash
@jackie_child
@christelhousesa
@salesforceorg
@fastcrayon
@lunchhourvr
@lucyhughes_pr
@xratlanta

Top Replied-To in G3:
@gauravsingh961
@lockfarm
@brettstalbaum
@lindacq
@iruhdam24
@unionista
@donpelayo76
@flbaloney

Top Replied-To in G4:
@edtech_ology
@bayuamus
@geauxwaldenu
@edtech_ethan
@write2tg
@rzkirdha

Top Replied-To in G5:
@khulood_almani
@gerald_bader
@techcrunch

Top Replied-To in G6:
@byjus
@guillaumegelle
@tes
@jffiorina
@edtechfrance
@ibmcanada
@branquinhoz
@ibmcloud
@classroomq
@ubicast_video

Top Replied-To in G7:
@ictevangelist
@cynthialpina
@evohannan
@stetaylorgfa
@andrewkbailey13
@nathansadler5
@keefe67
@mtholfsen
@kerszi
@basnettj

Top Replied-To in G8:
@fflores_edtech
@lwalton_edtech
@katief
@jrsowash
@jmattmiller
@mskamillerigsby
@apsitnatasha
@jswap_finance
@dkonopelko
@mrshirn_edtech

Top Replied-To in G9:
@hypervisible
@khuranaritvij
@edtechdigest
@planglobal
@whirlwindwithin
@alexishope
@geschejoost

Top Replied-To in G10:
@a26backpack

Top Mentioned
Top Mentioned in Entire Graph:
@gauravsingh961
@tcea
@hexabitzinc
@mtholfsen
@ravikikan
@harbrimah
@mrshowell24
@edsurge
@peardeck
@friedtechnology

Top Mentioned in G1:
@hexabitzinc
@ravikikan
@harbrimah
@mrshowell24
@eraser
@rdene915
@etr_in
@edutopia
@tcea
@edsurge

Top Mentioned in G2:
@lsvtninja
@juchtervbergen
@edwaves
@estream_studios
@techbullion
@wolfvision_eu
@echalkeducation
@magisnet
@school_parency
@elevatek12

Top Mentioned in G3:
@gauravsingh961
@benpatrickwill
@neil_selwyn
@carolak
@morgangames
@threadreaderapp
@donpelayo76
@zxspectrom
@jennaburrell
@foundation_jf

Top Mentioned in G4:
@tcea
@friedtechnology
@friedtechamy
@ericcurts
@jackiegerstein
@ibookw
@google
@splashsys
@weareteachers
@jakemillertech

Top Mentioned in G5:
@enricomolinari
@frronconi
@ipfconline1
@shi4tech
@digitalishomo
@3bodyproblem
@bimedotcom
@andrewincontact
@statistacharts
@artiba_insights

Top Mentioned in G6:
@edtechfrance
@banquedesterr
@universitereims
@nicolasturcat
@nadia__jacoby
@guillaumegelle
@byjus
@ubicast_video
@anne_monneret
@myedtechbundle

Top Mentioned in G7:
@mtholfsen
@global_edtech
@rondelle10_b
@olewis_coaching
@microsoftedu
@ictevangelist
@kerszi
@alkingsley_edu
@sobiastellars
@lanny_watkins

Top Mentioned in G8:
@peardeck
@edtech_k12
@flipgrid
@edtech_highered
@youtube
@ditchthattxtbk
@buddyxo
@apsitjen
@seesaw
@facebook

Top Mentioned in G9:
@unicef
@edtechdigest
@iste
@wbedutech
@globaledtechhub
@countykerrymary
@chrisfabian
@audreywatters
@readinggcd
@edctweets

Top Mentioned in G10:
@edsurge
@flashtweet
@babbel
@business
@appcorneille
@sgafinef
@rdene915
@ludomag
@fondationjae
@vanessachocteau

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@threadreaderapp
@marshawright
@cybersec_feeds
@chidambara09
@javascriptd
@xaelbot
@cloudwanderer3
@crweworld
@codedailybot

Top Tweeters in G1:
@sectest9
@cybersec_feeds
@chidambara09
@javascriptd
@xaelbot
@codedailybot
@coopmike48
@thedeveloperbot
@cybersecurityn8
@viralvideovlogs

Top Tweeters in G2:
@marshawright
@crweworld
@pairsonnalitesn
@csa_dvillamizar
@usrealitycheck
@dev_discourse
@davidpapp
@thamizhpaiyan
@ntvkenya
@jetup1

Top Tweeters in G3:
@threadreaderapp
@_l17r_
@cncn_
@superretroid
@jdam_cid
@grumpeoldman
@ks7000
@carin_mcleoud
@zarawesome
@pbeyssac

Top Tweeters in G4:
@thinkkimthink
@marcelamomberg
@anaknazar
@_hum_nava
@google
@toto_chanot7
@codeforpdx
@folkloreswifty
@urbie
@kaktusajaib

Top Tweeters in G5:
@evankirstel
@rvp
@calcaware
@stanleysuen
@gezgintrk
@bot_innovation
@trippbraden
@nicochan33
@mitsuekijima
@akwyz

Top Tweeters in G6:
@timesofindia
@terpsichore_los
@cchukudebelu
@moneycontrolcom
@ians_india
@getiftech
@davemc99ta
@loismil91809392
@tes
@davexam

Top Tweeters in G7:
@designthinkbot
@iamdrwill
@5naureen
@bjeaglefeather
@ictevangelist
@sprintbaseb
@mrkempnz
@rondelle10_b
@mdcplus
@tstarkey1212

Top Tweeters in G8:
@flipgrid
@butterflylove_8
@burgessdave
@canva
@teachercast
@raghav4india
@jmattmiller
@seesaw
@eduporium
@annkozma723

Top Tweeters in G9:
@gdprai
@brookingsinst
@bryanalexander
@hypervisible
@risutoinu
@elearnindustry
@unicef
@edtechhub
@gpforeducation
@mubarakbashir83

Top Tweeters in G10:
@business
@lesguer_lionel
@evansmith2
@skydog811
@flashtweet
@pierre018
@ed
@franckypedia
@edsurge
@distancelrnbot