edtech, Twitter, 5/26/2020 7:59:00 PM, 228325


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edtech_2020-05-25_02-30-43.xlsx
edtech_2020-05-25_02-30-43.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 26, 2020
Short Description:
edtech via NodeXL https://bit.ly/3ensLBq
@markj_ohnson
@scalarhumanity
@mtholfsen
@enricomolinari
@jc_james_clark
@edsurge
@cueinc
@eraser
@rdene915
@flipgrid

Top hashtags:
#edtech
#education
#edchat
#remotelearning
#elearning
#ai
#learning
#k12
#covid19

Description:
Description
The graph represents a network of 4,801 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, 25 May 2020 at 09:31 UTC.

The requested start date was Monday, 25 May 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 2-day, 12-hour, 45-minute period from Thursday, 21 May 2020 at 21:00 UTC to Sunday, 24 May 2020 at 09:46 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 : 4801
Unique Edges : 4141
Edges With Duplicates : 7620
Total Edges : 11761
Number of Edge Types : 5
Replies to : 254
Mentions : 2652
Retweet : 2939
MentionsInRetweet : 4356
Tweet : 1560
Self-Loops : 1638
Reciprocated Vertex Pair Ratio : 0.0393804580655792
Reciprocated Edge Ratio : 0.0757767913760304
Connected Components : 738
Single-Vertex Connected Components : 362
Maximum Vertices in a Connected Component : 3042
Maximum Edges in a Connected Component : 8944
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 4.995461
Graph Density : 0.000273727695618968
Modularity : 0.504728
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 4,801 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, 25 May 2020 at 09:31 UTC.

The requested start date was Monday, 25 May 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 2-day, 12-hour, 45-minute period from Thursday, 21 May 2020 at 21:00 UTC to Sunday, 24 May 2020 at 09:46 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:
[85] https://timesofindia.indiatimes.com/business/india-business/edtech-can-democratise-education-across-india/articleshow/75680010.cms
[32] https://www.weareteachers.com/art-therapy-activities/
[31] https://www.amazon.com/Control-Alt-Achieve-Rebooting-Classroom/dp/1951600266/
[19] https://www.analyticsinsight.net/reshaping-education-system-innovative-ai-capabilities/
[17] https://www.youtube.com/watch?v=iGiwjB5sdAs

[15] https://www.jadirectives.com/best-free-online-courses-with-certificates-of-completion/
[15] https://jadirectives.com/best-eduonix-e-degrees-with-certificates/
[15] https://linktr.ee/mrkempnz
[14] https://www.edchangeglobal.com/
[14] https://docs.google.com/forms/d/e/1FAIpQLSddZT4a-VfbCOtUMK1rqYjgvm-VELmT3xrJKsVaQqG8sR60gA/viewform?usp=sf_link

Top URLs in Tweet in G1:
[19] https://timesofindia.indiatimes.com/business/india-business/edtech-can-democratise-education-across-india/articleshow/75680010.cms
[6] https://www.atpress.ne.jp/news/213391
[5] http://people.uis.edu/rschr1/et/
[4] https://tcea.org/remote-learning/
[4] https://www.youtube.com/watch?v=CDm-2wdXjTk&feature=youtu.be

[3] https://hackernoon.com/5-ways-edtech-startups-are-setting-classroom-innovation-trends-o05p3y4z
[3] http://ifttt.com/images/no_image_card.png
[3] https://www.cnbctv18.com/technology/byju-raveendran-and-sandeep-naik-reveal-how-covid-19-has-put-indias-edtech-in-spotlight-full-transcript-5870841.htm
[3] https://feeds.feedblitz.com/~/624861514/0/freetech4teachers.html
[3] https://feeds.feedblitz.com/~/624856550/0/freetech4teachers.html

Top URLs in Tweet in G2:
[13] https://www.edchangeglobal.com/
[4] https://docs.google.com/forms/d/e/1FAIpQLSeBVTAMWzJwGfaxZ0wRNbXzPR61EEmVSarGKaNlJFrOxfENHA/viewform
[4] https://www.nytimes.com/2020/05/20/nyregion/coronavirus-students-schools.html?smid=tw-share
[2] https://www.youtube.com/watch?v=PZOD7IyQucE&feature=youtu.be

[2] https://info.microsoft.com/CA-WWEDU-WBNR-FY20-06Jun-29-ConnectEdVirtualConference-4852_01Registration-ForminBody.html?wt.mc_id=AID3010791_QSG_431017
[2] http://blog.ncce.org/2020/05/18/northwest-council-for-computer-education-announces-2020-2022-board-of-directors-results/
[2] https://www.eventbrite.com/e/edtech-teacher-trivia-night-tickets-105817288358?scid=81a4fad6-e61f-4fb1-afc1-0297d27e544c&mv=social&mv2=owned_social
[2] https://www.eventbrite.com/e/edtech-teacher-trivia-night-tickets-105817288358
[2] https://shakeuplearning.com/blog/50-awesome-books-for-teachers/
[2] https://quickshout.blogspot.com/2017/10/digital-skills-for-teachers-wolrd-of.html

Top URLs in Tweet in G3:
[9] http://ow.ly/LmvK50yL6Uh?utm_source=hootsuite&utm_medium=twitter&utm_term=explorelearning&utm_content=314cde5a-3609-4ee7-bf19-2be0919d1009&utm_campaign=ExploreLearning-News
[7] http://fintechconferences.com
[6] https://schoolhelper.co.uk/downloads.aspx
[6] https://www.facebook.com/ExploreLearningFrax/?utm_source=hootsuite&utm_medium=twitter&utm_term=explorelearning&utm_content=759b44b6-edfe-4a3c-be75-72d6fbfbdc17&utm_campaign=2020-frax-math
[6] http://ow.ly/FJwK50zurTV?utm_source=hootsuite&utm_medium=explorelearning&utm_term=&utm_content=&utm_campaign=2019-content-article
[6] https://www.explorelearning.com/index.cfm?method=cResource.dspDetail&ResourceID=1082&utm_source=hootsuite&utm_medium=twitter&utm_term=explorelearning&utm_content=c3f0427b-c7b3-4702-ac7d-affda53b3dcd&utm_campaign=gizmo-of-the-week
[5] http://www.iLearn2.co.uk
[5] http://ow.ly/qzVe50zHJVv?utm_source=hootsuite&utm_medium=twitter&utm_term=explorelearning&utm_content=ee33241c-c112-4cc6-931f-ffba0c254737&utm_campaign=2020-webinars
[5] https://web.science4us.com/storm-in-glass-experiment/?utm_source=hootsuite&utm_medium=twitter&utm_term=explorelearning&utm_content=26ff7fca-c547-455b-8685-a10823dba0dd&utm_campaign=2020-Science4Us
[5] https://blog.explorelearning.com/2020/05/gizmos-to-go-project-7-what-is-capillary-action/?utm_source=hootsuite&utm_medium=twitter&utm_term=explorelearning&utm_content=18021d76-368a-4b32-b4c2-8c614ed0baf9&utm_campaign=2020-gizmos-to-go

Top URLs in Tweet in G4:
[14] https://www.analyticsinsight.net/reshaping-education-system-innovative-ai-capabilities/
[6] https://timesofindia.indiatimes.com/business/india-business/edtech-can-democratise-education-across-india/articleshow/75680010.cms
[6] http://ditchthattextbook.com/2018/04/19/10-tips-for-ensuring-success-for-your-flipped-classroom/
[4] https://www.insidenova.com/news/state/echo360-recognized-as-best-video-based-learning-solution-for-second-year-in-a-row/article_00c2f374-a366-593c-a23e-c4bcb351c5fc.html?utm_campaign=Thought
[4] Leadership&utm_content=129889369&utm_medium=social&utm_source=twitter&hss_channel=tw-34668858
[3] https://studycat.com/forum/content-outcomes-efficacy/
[2] https://view.genial.ly/5ec53d969a5fac0d9c091294
[2] https://medium.com/
[2] https://www.youtube.com/watch?v=iGiwjB5sdAs

[2] https://shakeuplearning.com/blog/10-google-classroom-tips-you-didnt-know-suls029/

Top URLs in Tweet in G5:
[4] https://thedispatch.com/p/some-private-schools-are-struggling?utm_campaign=post&utm_medium=web&utm_source=twitter
[4] https://readwrite.com/2020/05/14/ai-wont-fix-education-but-it-can-help/
[3] https://edtechmagazine.com/higher/article/2020/05/remote-learning-diaries-my-last-semester-zoom-university
[3] https://www.youtube.com/watch?v=1hu89wDd-1E&feature=youtu.be

[2] http://e-learning-teleformacion.blogspot.com/2019/03/open-call-for-applications-edtech.html
[2] https://www.analyticsinsight.net/reshaping-education-system-innovative-ai-capabilities/
[2] https://twitter.com/Smhearty/status/1263074039666483208
[1] https://www.linkedin.com/slink?code=gdWdeDm
[1] https://blogs.odem.io/what-are-the-use-cases-of-blockchain-in-education?utm_campaign=Social%20media%20Blog%20posts&utm_content=129071076&utm_medium=social&utm_source=twitter&hss_channel=tw-909744016291397632
[1] https://odem.io/?utm_campaign=What%20is%20ODEM&utm_content=128264068&utm_medium=social&utm_source=twitter&hss_channel=tw-909744016291397632

Top URLs in Tweet in G6:
[8] http://e-learning-teleformacion.blogspot.com/2019/03/open-call-for-applications-edtech.html
[6] https://analyticsindiamag.com/why-google-wants-journalists-to-learn-machine-learning/?utm_source=sumome&utm_medium=twitter&utm_campaign=sumome_share
[5] https://edtech4future.com/2019/10/31/education-technology-podcasts/
[5] https://engage.bah.com/Article/Redirect/39ec8df4-a50b-497f-93db-6140bccb155f?uc=30185&g=10e431bd-2106-46c9-9c84-bec148eb0c42&f=145348
[4] http://e-learning-teleformacion.blogspot.com/2019/07/hacia-donde-va-la-formacion-del.html
[4] https://Words.OnlineClock.net
[4] https://edtech4future.com
[4] https://finance.yahoo.com/news/squirrly-2020-answers-call-small-123800235.html
[3] http://e-learning-teleformacion.blogspot.com/2019/08/volume-50-issue-4-bejet-british-journal.html
[3] http://e-learning-teleformacion.blogspot.com/2019/08/innovative-teaching-in-higher-education.html

Top URLs in Tweet in G7:
[12] https://docs.google.com/forms/d/e/1FAIpQLSddZT4a-VfbCOtUMK1rqYjgvm-VELmT3xrJKsVaQqG8sR60gA/viewform?usp=sf_link
[2] https://twitter.com/GlobalGEG/status/1264224581037854721
[2] https://www.youtube.com/watch?v=ExrZxd0qnSk&feature=youtu.be

[2] http://youtu.be/7mIDXHrTQ14
[2] https://twitter.com/GEGNewMexico/status/1264241377963118596
[2] https://twitter.com/usingtechbetter/status/1263561477514027008
[2] https://read.bookcreator.com/library/-LidvsK6ZxzAyBlkuHMl
[1] https://docs.google.com/presentation/d/1gTqAtGiCoPQJImB1eVQB0uXoav_zn3UR3JeZEO8Anqc/edit?usp=sharing
[1] https://cloud.google.com/blog/products/productivity-collaboration/introducing-tiled-view-and-other-top-requested-features-in-google-meet
[1] https://twitter.com/TechWithBecky/status/1264271922574979072?s=20

Top URLs in Tweet in G8:
[7] https://cvent.me/MQgPyL
[4] http://cue.org/microsoft
[3] https://twitter.com/cueinc/status/1263586149919940609
[3] https://web.cvent.com/event/1a508d3a-ece4-4894-bc76-e0a9dd49649f/websitePage:645d57e4-75eb-4769-b2c0-f201a0bfc6ce
[2] http://ditchthattextbook.com/2018/04/26/6-new-ways-to-play-a-quizlet-live-game/
[2] http://www.classcraft.com/en/
[2] https://sites.google.com/nrschools.org/molereduprotocols/home
[2] https://www.edtechupdate.com/edition/daily-digital-divide-online-learning-2020-05-13?open-article-id=13705137&article-title=k-12-education-in-the-post-covid-era&blog-domain=kitaboo.com&blog-title=kitaboo-on-edtech
[2] https://www.edtechupdate.com/edition/daily-online-learning-edtech-2020-05-12?open-article-id=13694018&article-title=growing-culture-in-the-digital-classroom&blog-domain=cue.org&blog-title=cue
[1] https://facebook.com/cueinc

Top URLs in Tweet in G9:
[31] https://www.weareteachers.com/art-therapy-activities/
[23] https://www.amazon.com/Control-Alt-Achieve-Rebooting-Classroom/dp/1951600266/
[11] https://www.youtube.com/watch?v=iGiwjB5sdAs

[5] https://docs.google.com/presentation/d/e/2PACX-1vS6gjS8ddoaVS5uAclWuhCLmvuFrHa8zfSyNn-8aTzhZiTV3mtevmH_KR08hdyAKJWZMyzw-JGRkf9O/pub?start=false&loop=false&delayms=3000
[4] https://www.weareteachers.com/contest/sony-koov-giveaway/?utm_content=1589997412&utm_medium=social&utm_source=facebook
[2] https://www.weareteachers.com/virtual-bitmoji-classroom/
[2] https://www.edsurge.com/news/2020-05-13-how-online-learning-research-can-improve-remote-instruction?utm_campaign=site&utm_content=share-515
[1] http://www.controlaltachieve.com/2016/10/ambient-sounds-for-students.html
[1] https://www.youtube.com/watch?v=DD_xZGaDk10

[1] https://www.daveburgessconsulting.com/book-study-activities/

Top URLs in Tweet in G10:
[11] https://blogs.cisco.com/collaboration/distance-learning-expands-with-webex-education-connector-in-learning-management-systems?CAMPAIGN=VT-06+Education&Country_Site=US%2CCA&POSITION=Social%2BMedia&REFERRING_SITE=Twitter&CREATIVE=Cisco%2B%2BBlog%2BGC+-+Collaboration
[8] https://www.edsurge.com/news/2020-05-21-grades-fail-at-motivating-students-intrinsic-motivation-works-better?utm_campaign=site&utm_content=share-523
[6] https://www.edsurge.com/news/2020-05-20-health-experts-say-schools-can-reopen-in-the-fall-but-with-some-big-changes?utm_campaign=site&utm_content=share-521
[5] https://www.edsurge.com/news/2020-05-06-how-can-educators-tap-into-research-to-increase-engagement-during-remote-learning?utm_campaign=site&utm_content=share-523
[5] https://www.edsurge.com/news/2020-05-21-grades-fail-at-motivating-students-intrinsic-motivation-works-better?utm_campaign=site&utm_content=share-521
[3] https://www.edsurge.com/news/2020-05-18-homeschooling-startup-primer-raises-3-7-million-in-seed-funding?utm_content=buffer463a3&utm_medium=social&utm_source=twitter.com&utm_campaign=EdSurgeBuffer
[3] https://www.edsurge.com/news/2020-04-07-teachers-are-anxious-and-overwhelmed-they-need-sel-now-more-than-ever?utm_campaign=site&utm_content=share-523
[3] https://www.edsurge.com/news/2020-05-20-health-experts-say-schools-can-reopen-in-the-fall-but-with-some-big-changes?utm_campaign=site&utm_content=share-522
[2] https://www.edsurge.com/news/2020-05-13-how-online-learning-research-can-improve-remote-instruction?utm_campaign=site&utm_content=share-519
[2] https://www.edsurge.com/news/2020-05-01-5-traps-that-will-kill-online-learning-and-strategies-to-avoid-them?utm_campaign=site&utm_content=share-523

Top Domains
Top Domains in Tweet in Entire Graph:
[236] twitter.com
[159] blogspot.com
[126] youtube.com
[91] edsurge.com
[90] indiatimes.com
[84] co.uk
[63] shakeuplearning.com
[61] google.com
[53] amazon.com
[48] jucktion.com

Top Domains in Tweet in G1:
[31] twitter.com
[30] media4math.com
[19] indiatimes.com
[15] youtube.com
[12] uis.edu
[10] google.com
[8] co.uk
[8] co.jp
[7] edtech-media.com
[6] ne.jp

Top Domains in Tweet in G2:
[17] twitter.com
[13] youtube.com
[13] edchangeglobal.com
[5] google.com
[5] microsoft.com
[4] eventbrite.com
[4] nytimes.com
[3] ncce.org
[2] flipgrid.com
[2] aka.ms

Top Domains in Tweet in G3:
[52] co.uk
[41] thepaperlesstrail.com
[32] voicestorm.com
[23] ow.ly
[22] youtube.com
[19] explorelearning.com
[13] twitter.com
[9] edtechmagazine.com
[7] fintechconferences.com
[7] indiatimes.com

Top Domains in Tweet in G4:
[14] analyticsinsight.net
[10] twitter.com
[10] youtube.com
[10] blogspot.com
[8] ditchthattextbook.com
[7] shakeuplearning.com
[7] edsurge.com
[6] indiatimes.com
[6] co.uk
[5] ootsuk.com

Top Domains in Tweet in G5:
[4] thedispatch.com
[4] readwrite.com
[3] edtechmagazine.com
[3] youtube.com
[3] twitter.com
[2] blogspot.com
[2] analyticsinsight.net
[2] odem.io
[1] linkedin.com
[1] weforum.org

Top Domains in Tweet in G6:
[92] blogspot.com
[9] edtech4future.com
[7] medium.com
[7] twitter.com
[6] youtube.com
[6] k12prospects.com
[6] globalmetacognition.com
[6] analyticsindiamag.com
[6] engagucate.com
[6] mattharrisedd.com

Top Domains in Tweet in G7:
[15] google.com
[14] twitter.com
[4] youtube.com
[2] youtu.be
[2] bookcreator.com
[1] truenorthlogic.com
[1] las2.be
[1] slideshare.net
[1] textgiraffe.com

Top Domains in Tweet in G8:
[7] cvent.me
[5] twitter.com
[4] cue.org
[4] edtechupdate.com
[3] cvent.com
[3] eduporium.com
[3] dlvr.it
[2] ditchthattextbook.com
[2] classcraft.com
[2] google.com

Top Domains in Tweet in G9:
[38] weareteachers.com
[27] amazon.com
[12] youtube.com
[5] google.com
[2] edsurge.com
[1] controlaltachieve.com
[1] daveburgessconsulting.com
[1] lifehacker.com
[1] blogspot.com
[1] catlintucker.com

Top Domains in Tweet in G10:
[62] edsurge.com
[11] cisco.com
[2] bc.edu
[1] bit.ly
[1] apple.com
[1] boclips.com
[1] theedgemarkets.com
[1] micahshippee.com
[1] kqed.org
[1] org.au

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2626] edtech
[465] education
[376] edchat
[265] remotelearning
[246] elearning
[161] ai
[157] learning
[129] k12
[123] covid19
[118] onlinelearning



Top Hashtags in Tweet in G1:
[333] edtech
[67] education
[50] edchat
[37] math
[30] elearning
[30] edu
[22] byjus
[20] remotelearning
[19] learning
[17] teachers

Top Hashtags in Tweet in G2:
[124] edtech
[102] microsoftteams
[31] remotelearning
[24] mieexpert
[23] microsoftedu
[18] connected2020
[15] edchat
[13] accessibility
[12] education
[9] distancelearning

Top Hashtags in Tweet in G3:
[418] edtech
[77] edchat
[46] elgizmos
[43] stemed
[40] education
[40] remotelearning
[34] cdwsocial
[30] k12
[20] cybersecurity
[17] science4us

Top Hashtags in Tweet in G4:
[183] edtech
[34] education
[33] cosn2020
[21] covid19
[17] ai
[16] edchat
[15] remotelearning
[15] edtechchat
[14] innovative
[14] fintech

Top Hashtags in Tweet in G5:
[70] ai
[64] edtech
[35] education
[29] ar
[28] vr
[23] augmentedreality
[21] emergingtech
[21] healthtech
[21] environment
[20] tech

Top Hashtags in Tweet in G6:
[205] edtech
[88] education
[80] elearning
[54] educación
[50] k12
[47] edchat
[44] pedagogy
[39] mlearning
[38] highered
[33] edreform

Top Hashtags in Tweet in G7:
[61] edtech
[40] googleedu
[19] gce
[12] googleet
[12] gsuiteedu
[11] pacman
[11] choiceboard
[11] ditchbook
[10] edutwitter
[9] tlap

Top Hashtags in Tweet in G8:
[50] edtech
[27] microsoftedu
[22] cuebold
[17] wearecue
[16] geta
[12] edchat
[7] csufedtech
[5] distancelearning
[5] udl
[5] ditchbook

Top Hashtags in Tweet in G9:
[63] controlaltachieve
[38] d123
[36] edtech
[23] googleedu
[14] dbcincbooks
[13] tlap
[8] gsuiteedu
[8] edchat
[6] cpchat
[6] elemchat

Top Hashtags in Tweet in G10:
[86] edtech
[11] webex
[8] education
[5] onlinelearning
[5] funding
[2] sponsored
[2] ad
[2] edleadership
[2] cfp
[2] remotelearning

Top Words
Top Words in Tweet in Entire Graph:
[] Top Word Pairs in Tweet in Entire Graph
[] Entire Graph Count
[] Top Word Pairs in Tweet in G1

Top Words in Tweet in G1:
[333] #edtech
[116] edtech
[67] #education
[54] one
[51] education
[50] #edchat
[46] learning
[41] students
[37] co
[37] #math

Top Words in Tweet in G2:
[149] mtholfsen
[124] #edtech
[102] #microsoftteams
[59] tip
[54] flipgrid
[50] class
[49] insights
[46] see
[44] pro
[43] video

Top Words in Tweet in G3:
[418] #edtech
[104] activity
[96] students
[82] learning
[80] video
[77] #edchat
[76] pack
[68] year
[65] free
[64] school

Top Words in Tweet in G4:
[183] #edtech
[52] learning
[37] education
[36] laschools
[34] #education
[33] #cosn2020
[30] more
[29] students
[27] use
[26] today

Top Words in Tweet in G5:
[148] enricomolinari
[70] #ai
[67] ty
[64] #edtech
[39] wef
[35] #education
[29] #ar
[28] #vr
[27] pawlowskimario
[23] #augmentedreality

Top Words in Tweet in G6:
[205] #edtech
[88] #education
[80] #elearning
[60] learning
[54] #educación
[50] #k12
[47] #edchat
[44] #pedagogy
[43] education
[39] #mlearning

Top Words in Tweet in G7:
[61] #edtech
[40] #googleedu
[33] waka
[33] globalgeg
[29] googleforedu
[27] time
[24] great
[19] summer
[19] #gce
[18] students

Top Words in Tweet in G8:
[57] free
[55] global
[51] pd
[50] #edtech
[50] academy
[44] cueinc
[37] edtech
[31] csuf_edtech
[27] #microsoftedu
[22] #cuebold

Top Words in Tweet in G9:
[67] ericcurts
[63] #controlaltachieve
[59] book
[44] weareteachers
[38] #d123
[37] help
[36] #edtech
[35] activities
[32] kids
[32] paulenderle

Top Words in Tweet in G10:
[86] #edtech
[64] edsurge
[35] learning
[21] students
[16] education
[15] research
[13] schools
[13] learn
[13] better
[12] more

Top Word Pairs
Top Word Pairs in Tweet in G2:
[30] #microsoftteams,pro
[30] pro,tip
[30] mtholfsen,#microsoftteams
[30] tip,add
[30] add,insights
[30] insights,class
[21] class,team
[19] team,quickly
[19] quickly,see
[19] see,digital

Top Word Pairs in Tweet in G3:
[39] activity,pack
[39] #edtech,#edchat
[37] pupil,activity
[33] video,tutorials
[33] activity,packs
[33] #edtech,#stemed
[33] home,school
[33] #elgizmos,#edtech
[33] pack,home
[33] primary,computing

Top Word Pairs in Tweet in G4:
[58] smmendoza123,edtech_ftw
[51] edtech_ftw,davalos_ileana
[39] future,ready
[38] reshaping,#education
[33] #education,system
[30] system,#innovative
[28] #innovative,#ai
[22] #ai,capabilities
[21] capabilities,#fintech
[19] remote,learning

Top Word Pairs in Tweet in G5:
[17] ty,wef
[16] wef,enricomolinari
[16] #ar,#vr
[14] #edtech,#ai
[14] netherlands,building
[14] building,giants
[14] giants,artificial
[14] artificial,islands
[14] islands,save
[13] save,wildlife

Top Word Pairs in Tweet in G6:
[38] #educación,#education
[38] #elearning,#mlearning
[23] #education,#edtech
[22] #edtech,#edchat
[20] #pedagogy,#pedagogie
[20] #edtech,#technology
[20] #pedagogie,#pedagogía
[20] #technology,#vr
[20] #highered,#highereducation
[20] #tech,#technology

Top Word Pairs in Tweet in G7:
[29] waka,waka
[26] waka,#pacman
[24] #pacman,man
[18] man,back
[16] back,time
[16] time,form
[15] form,#choiceboard
[15] #choiceboard,students
[13] students,content
[11] content,area

Top Word Pairs in Tweet in G8:
[22] free,pd
[11] edtech,academy
[11] global,edtech
[11] academy,partnership
[11] 14,weeks
[11] pd,global
[11] partnership,#microsoftedu
[11] take,advantage
[11] advantage,14
[11] weeks,free

Top Word Pairs in Tweet in G9:
[46] #controlaltachieve,book
[37] weareteachers,#d123
[34] art,therapy
[21] therapy,activities
[19] activities,help
[19] help,kids
[18] kids,identify
[17] identify,manage
[17] manage,feelings
[17] feelings,weareteachers

Top Word Pairs in Tweet in G10:
[40] #edtech,edsurge
[33] distance,learning
[31] grades,fail
[31] fail,motivating
[31] motivating,students
[31] students,intrinsic
[31] intrinsic,motivation
[31] motivation,works
[31] works,better
[31] learning,overwhelming

Top Replied-To
Top Replied-To in Entire Graph:
@missmoeteaches
@msfriasclass
@juandoming
@ms_simmons123
@mkruz
@edtech_germany
@mjjohnson1216
@shawnloescher
@smcisd_edtech
@edtech_ftw

Top Replied-To in G2:
@ncce_edtech
@hollidaymode
@mardian_edtech
@edtech_k12
@crazypln
@ribbweb
@mrstehs
@nnelsonlearn
@phausedu
@lieberrian

Top Replied-To in G3:
@tinkercademy
@rolat
@bnpowers
@ipevo
@fplstrong
@tomwhitby
@mtholfsen

Top Replied-To in G4:
@edtech_ftw
@dbcaguioa
@teacherof30
@lendingkart
@peardeck
@mrhgaddis
@sylviamazariego
@tonitechteach
@ajaelugo
@mr_zuritalausd

Top Replied-To in G5:
@jasonjasmith
@emergingedu

Top Replied-To in G6:
@edtech_workshop
@lexi_steiner
@mrs_schlecht

Top Replied-To in G7:
@techyleaderedu
@techwithbecky
@edtech_ology
@naomi_toland
@stacyktweets

Top Replied-To in G8:
@missmoeteaches
@msfriasclass
@ms_simmons123
@calgradlydia
@trpatel20
@hannahlogan
@alicekeeler
@csuf_edtech
@kerszi
@moler3031

Top Replied-To in G9:
@burgessdave

Top Replied-To in G10:
@mraspinall
@dailystem

Top Mentioned
Top Mentioned in Entire Graph:
@mtholfsen
@enricomolinari
@ericcurts
@edsurge
@flipgrid
@nikpeachey
@catlin_tucker
@shakeuplearning
@eraser
@elmagazine

Top Mentioned in G1:
@everlearntweets
@otter_ai
@chalkbeat
@crroberts2018
@sheetcalc
@griffin_ot
@kbc_keiohiyoshi
@twinklgo
@the_explicator

Top Mentioned in G2:
@mtholfsen
@flipgrid
@microsoftteams
@getkahoot
@wakelet
@adobeforedu
@ribbweb
@ncce_edtech
@missgenrique
@educre8ive

Top Mentioned in G3:
@ilearn2primary
@edtech_k12
@edtech_highered
@scratch
@mtholfsen
@micahshippee
@hasanbakhshi
@ian_livingstone
@eddivek12
@nearpod

Top Mentioned in G4:
@laschools
@iste
@smmendoza123
@edtech_ftw
@cosn
@iti_lausd
@lausd_achieve
@davalos_ileana
@mr_zuritalausd
@s_bearden

Top Mentioned in G5:
@enricomolinari
@wef
@pawlowskimario
@jblefevre60
@quicktake
@techinsider
@frronconi
@shicooks
@paula_piccard
@theinsaneapp

Top Mentioned in G6:
@eraser
@rdene915
@edtech4future
@chrisdaviscng
@apple
@analyticsindiam
@castbox_fm
@heyramani
@eie_org
@appleedu

Top Mentioned in G7:
@globalgeg
@googleforedu
@techyleaderedu
@54mr_meyer
@gegnewmexico
@mrshowell24
@geg_socal
@stacyktweets
@ammangeg
@rangathetrainer

Top Mentioned in G8:
@cueinc
@csuf_edtech
@csuf
@jmattmiller
@kerszi
@hollyclarkedu
@microsoftedu
@missmoeteaches
@alicekeeler
@jcorippo

Top Mentioned in G9:
@ericcurts
@weareteachers
@paulenderle
@burgessdave
@pintobeanz11
@dbc_inc
@jenroberts1
@pgilders
@burgess_shelley
@edsurge

Top Mentioned in G10:
@edsurge
@cisco
@erikasmith
@rulerapproach
@yaleemotion
@marcbrackett
@yalecsc
@inspiredfb
@bclynchschool
@higheredsurge

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@pairsonnalitesa
@hrblock_21
@javascriptd
@chidambara09
@cybersec_feeds
@aaroncuddeback
@aldoceccarelli
@ottlegalrebels
@rosenchild

Top Tweeters in G1:
@pairsonnalitesa
@sivanakai
@analyticaglobal
@yoshiki7111
@prtimes_news
@press_release_j
@iptops_com_news
@ukedchat
@prtimes_life
@_daisylily

Top Tweeters in G2:
@hrblock_21
@rosenchild
@stfuimtweetn0_o
@flipgrid
@pastorannisha
@courosa
@surface
@it9_mike
@buncee
@doinktweets

Top Tweeters in G3:
@cybersec_feeds
@fintechna
@codedailybot
@godavari_kapoor
@haniwafactory
@fizapathan
@researchmrx
@nba
@jacobussystems
@theeconomist

Top Tweeters in G4:
@calcaware
@spirosmargaris
@ashleysepia
@mdrechsler
@adeyemoadekunl2
@machine_ml
@lcp
@jag_____
@tweetinchar
@msarozz

Top Tweeters in G5:
@chidambara09
@aldoceccarelli
@nicochan33
@akwyz
@shicooks
@gvalan
@caring_mobile
@ssxman2
@thomaspower
@llnuxbot

Top Tweeters in G6:
@eraser
@justbementalist
@websecurityit
@designthinkbot
@openmarketingtv
@evasotoa
@thecuriousluke
@tamraraven
@hubofml
@imagine_garden

Top Tweeters in G7:
@inf
@heckawesome
@javierbalan
@wickededtech
@slideshare
@prtaylorca
@specialtechie
@tecdemonterrey
@gsuite
@mikereading

Top Tweeters in G8:
@alicekeeler
@latimes
@xbox
@jcorippo
@urbie
@pernilleripp
@suzanne_brett
@jmattmiller
@rialtoboard
@coriorlando1

Top Tweeters in G9:
@carlanun
@indigohawthorne
@burgessdave
@taramartinedu
@lifehacker
@rosaisiah
@bethhouf
@betweenredwhite
@burgess_shelley
@issblx

Top Tweeters in G10:
@sshin6591
@iamdrwill
@saibef
@dougpete
@stem_nastics
@techmemechatter
@sarahdateechur
@mraspinall
@edsurge
@geekwire