edchat, Twitter, 4/26/2021 5:55:45 PM, 253571


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edchat_2021-04-26_03-41-27.xlsx
edchat_2021-04-26_03-41-27.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 26, 2021
Short Description:
edchat via NodeXL https://bit.ly/3sOptOt
@rdene915
@weareteachers
@jc_james_clark
@scalarhumanity
@markj_ohnson
@eduappsandmore
@distancelrnbot
@teachthought
@engagereaders
@mtholfsen

Top hashtags:
#edchat
#edtech
#education
#k12
#teachertwitter
#edutwitter
#stem

Description:
Description
The graph represents a network of 5,627 Twitter users whose tweets in the requested range contained "edchat", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 26 April 2021 at 10:52 UTC.

The requested start date was Monday, 26 April 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 4-day, 16-hour, 25-minute period from Tuesday, 20 April 2021 at 18:27 UTC to Sunday, 25 April 2021 at 10:52 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 : 5627
Unique Edges : 3913
Edges With Duplicates : 11625
Total Edges : 15538
Number of Edge Types : 5
Replies to : 118
Mentions : 2980
Retweet : 4354
MentionsInRetweet : 6012
Tweet : 2074
Self-Loops : 2189
Reciprocated Vertex Pair Ratio : 0.0455771688201051
Reciprocated Edge Ratio : 0.0871808799565454
Connected Components : 686
Single-Vertex Connected Components : 327
Maximum Vertices in a Connected Component : 3825
Maximum Edges in a Connected Component : 12088
Maximum Geodesic Distance (Diameter) : 23
Average Geodesic Distance : 6.516011
Graph Density : 0.000232614689560787
Modularity : 0.447565
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 5,627 Twitter users whose tweets in the requested range contained "edchat", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 26 April 2021 at 10:52 UTC.

The requested start date was Monday, 26 April 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 4-day, 16-hour, 25-minute period from Tuesday, 20 April 2021 at 18:27 UTC to Sunday, 25 April 2021 at 10:52 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 : edchat
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:
[61] https://www.weareteachers.com/morning-message-ideas/
[60] https://mailchi.mp/numberella/newsletter
[46] https://www.teachthought.com/pedagogy/5-strategies-for-incorporating-social-emotional-learning-into-your-classroom/
[33] https://cvent.me/lzE3km
[28] https://www.internet4classrooms.com/links_grades_kindergarten_12/earthday.htm
[26] https://www.rdene915.com/
[24] https://semo.edu/rpdc/edtechacademy
[23] https://www.weareteachers.com/free-science-videos/
[22] https://www.weareteachers.com/virtual-museum-tours/
[21] https://www.weareteachers.com/best-math-websites/

Top URLs in Tweet in G1:
[19] https://www.rdene915.com/
[19] https://docs.google.com/forms/d/e/1FAIpQLSdM8Xj0Hpqsdf9KzT2KfUbBbB60Fx_XAurE7EtsMsJIu9TuUg/viewform?usp=sf_link
[19] 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
[12] 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] http://www.ascd.org/programs/Emerging-Leaders/Emerging-Leaders.aspx
[11] https://blog.neolms.com/spring-into-creativity-with-these-5-digital-tools/
[11] https://www.joinclubhouse.com/event/mylNzkpO
[10] http://engagucate.com/blog/classroom-management-strategies-for-digital-learning/?utm_source=ReviveOldPost&utm_medium=social&utm_campaign=ReviveOldPost
[10] Your
[9] https://www.iste.org:443/

Top URLs in Tweet in G2:
[6] https://losnietos.az1.qualtrics.com/jfe/form/SV_9z3suKTExA2Pbn0
[5] https://tweetedtimes.com/search/iKrips/en?s=rgp
[4] https://tweetedtimes.com/JodiMos?s=rgp
[4] http://paper.li/AriesCobb/1397995931
[4] https://www.mrrobertsonscorner.com/
[3] https://zoom.us/webinar/register/WN_V1wYe803S7GSx35qoDQF3w
[3] https://register.gotowebinar.com/register/1367456428395646987
[3] https://iconohash.com:443/
[2] https://www.hmhco.com/blog/creating-a-virtual-academy-in-your-district-here-are-6-things-to-consider
[2] https://www.savvas.com/index.cfm?locator=PS36Cc&PMDBSOLUTIONID=6724&PMDBSITEID=2781&PMDBCATEGORYID=3289&PMDBSUBSOLUTIONID=&PMDBSUBJECTAREAID=&PMDBSUBCATEGORYID=&PMDbProgramID=157161&leadGenLocator=524&cmpid=7010W000002bwcDQAQ&utm_source=Social%20All%20Channels&utm_medium=social&utm_campaign=7010W000002bwcDQAQ&utm_content=myView%20Literacy%20Research%20Infographic

Top URLs in Tweet in G3:
[52] https://www.weareteachers.com/morning-message-ideas/
[20] https://www.weareteachers.com/free-science-videos/
[18] https://www.weareteachers.com/virtual-museum-tours/
[17] https://www.weareteachers.com/best-math-websites/
[12] https://www.weareteachers.com/admin-should-teach/?utm_content=1617014048&utm_medium=social&utm_source=twitter
[12] https://www.weareteachers.com/typing-apps-for-students/
[10] https://www.weareteachers.com/students-arent-doing-work/
[10] https://www.weareteachers.com/eagle-cams-for-kids/
[10] https://www.weareteachers.com/research-tools-second-graders/
[9] https://www.weareteachers.com/5th-graders-ready-middle-school/?utm_content=1616084208&utm_medium=social&utm_source=twitter

Top URLs in Tweet in G4:
[60] https://mailchi.mp/numberella/newsletter
[7] https://app.monstercampaigns.com/c/hm25vlbivi9lx8ikzlaf/
[7] https://app.monstercampaigns.com/c/ek2vmfhenujexywincic/
[6] https://sites.google.com/ant.london/adventuresinnumberellaworld/home
[4] https://theplayfulclassroom.com/?utm_content=buffere3d1b&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://giphy.com/gifs/D5WZ8OUjFw7RXcpzBl
[2] https://twitter.com/ChalkEdu/status/1385928747220705282
[2] https://twitter.com/AEF_Program/status/1383026103514710016
[1] https://e-learning-teleformacion.blogspot.com/2018/11/gaming-classroom-art-and-science-of-gbl.html
[1] https://www.iste.org/explore/5-ways-educators-can-get-more-done-less-time

Top URLs in Tweet in G5:
[13] http://esheninger.blogspot.com/2021/04/using-feedback-to-create-culture-of.html
[10] https://www.edweek.org/policy-politics/to-get-remaining-federal-k-12-aid-schools-and-states-must-detail-in-person-learning-plans/2021/04
[3] https://www.teachbetter.com/blog/building-a-runway-for-student-success/
[3] http://theschooladministrator.com/on-becoming-a-school-leader-steven-weber/
[3] https://thoughtful-builder-6095.ck.page/
[2] https://blog.google/products/earth/timelapse-in-google-earth/
[2] http://www.ascd.org/publications/educational-leadership/sept14/vol72/num01/Motivated-to-Learn@-A-Conversation-with-Daniel-Pink.aspx
[2] http://esheninger.blogspot.com/2020/10/important-lessons-learned-during.html
[2] https://twitter.com/e_sheninger/status/1384998376257724419
[2] http://www.ascd.org/programs/Emerging-Leaders/are-you-an-emerging-leader.aspx

Top URLs in Tweet in G6:
[10] https://m.tiktok.com/v/6954116409022614790.html?_d=secCgYIASAHKAESMgowVCKRDVzHfNVJFK19sDpiat5PnIRhuzz6ng5oPSI0r42r%2FVKNkzW6HIdg%2FVXFV7p9GgA%3D&language=en&preview_pb=0&sec_user_id=MS4wLjABAAAAT7bG1BuaQezkqVfjCGiensQz7e_lShwYRsPUmRWmPxdA2dOsUs4NLJYg_ncKoLs5&share_app_id=1233&share_item_id=6954116409022614790&share_link_id=B65B8501-FF97-4DF8-A16D-D6B54AEC1679&source=h5_m×tamp=1619131507&tt_from=copy&u_code=dd3el3994f7ll9&user_id=6840839314365711366&utm_campaign=client_share&utm_medium=ios&utm_source=copy
[2] https://www.teachertools.digital/
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DrqD1VxcXld4%26list%3DPLdHjJccRYryOyKDrYjwXqYeB3_mo3axLZ%26index%3D2&q=EgS4SO-bGLW1moQGIhkA8aeDS4K9G-psRg4fYpX02od5owgPUvfIMgFy

[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3Ds5T0aqgWgF0&q=EgS4SO-bGJ-2moQGIhkA8aeDS9gcw_TczOlZzibsKLcSbYekHlb4MgFy
[1] https://viewer.joomag.com/teach-middle-east-magazine-apr-jun-2021-issue-3-volume-8/0219735001619200698?short&
[1] https://teachmiddleeastmag.com/teach/
[1] https://www.iste.org/explore/classroom/10-resources-addressing-anti-asian-racism-classroom?utm_campaign=ISTESproutSocial&utm_medium=social&utm_source=twitter.com
[1] https://www.nisod.org/forms/webinar-series/register.php?id=386&code=j3NC62bfITQm2QodK99APK706954iDNDTpNdc4G
[1] https://www.weareteachers.com/best-math-websites/
[1] https://www.weareteachers.com/blooket-to-gamify-math/

Top URLs in Tweet in G7:
[40] https://www.teachthought.com/pedagogy/5-strategies-for-incorporating-social-emotional-learning-into-your-classroom/
[15] https://ditchthattextbook.com/10-ideas-for-digital-exit-tickets-and-some-analog-ones-too/?utm_content=buffer75f41&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[5] https://voicethread.com/workshops
[5] https://chemix.org
[5] https://www.cultofpedagogy.com/restorative-justice-overview/
[4] https://www.teachthought.com/learning/what-is-genius-hour/?utm_content=bufferc4382&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[4] https://spencerauthor.com/creative-myths/?utm_content=buffer3f163&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] https://twitter.com/technologylaura/status/1385618540699475969
[3] https://www.cultofpedagogy.com/magic-of-mistakes/?utm_content=bufferf359d&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] https://shakeuplearning.com/blog/use-custom-colors-in-google-projects-docs-slides-sheets-drawings/?utm_content=buffer7c41d&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G8:
[6] https://www.mssackstein.com/post/shifting-the-grading-mindset-starts-with-our-words
[2] https://www.edutopia.org/article/too-much-focus-learning-loss-will-be-historic-mistake
[2] https://www.edutopia.org/article/3-ways-experienced-teachers-can-get-more-out-professional-development
[2] https://twitter.com/sgthomas1973/status/1384647436354953218
[1] https://www.teachthought.com/pedagogy/5-strategies-for-incorporating-social-emotional-learning-into-your-classroom/
[1] https://www.teacher2teacher.education/2021/04/23/empowering-students-means-affirming-every-voice-and-every-body/
[1] https://twitter.com/BWAComputing/status/1384791713613598721
[1] https://www.shethepeople.tv/news/who-is-mimi-aung-the-engineer-behind-nasas-first-helicopter-on-mars/
[1] https://spectrum.ieee.org/geek-life/profiles/from-winzips-to-cat-gifs-jacob-zivs-algorithms-have-powered-decades-of-compression
[1] https://twitter.com/AdrienneTacke/status/1385386687841198080

Top URLs in Tweet in G9:
[1] https://twitter.com/emilyfranesl/status/1384223114775568395
[1] https://twitter.com/edurolearning/status/1384673518231736321
[1] https://www.diverseverse.com/blog/diverse-verse-launch-event-authors-take
[1] https://vimeo.com/539147536

Top URLs in Tweet in G10:
[7] https://sites.google.com/view/eamindfulness/home
[6] https://www.edutopia.org/article/powerful-lesser-known-tech-tools-teachers
[5] https://docs.google.com/document/d/1bPTpgU-_yxla8zCtMO4It6d__aZjjOPukvuIoIisQjo/
[4] http://www.digitaldividecouncil.com/what-is-the-digital-divide/
[4] https://www.youtube.com/watch?v=iWEA0xvYlyE&feature=youtu.be

[4] https://www.researchgate.net/profile/Valerie_Belair_Gagnon/publication/304497181_Interaction_and_Training_Social_Media_in_News_Organizations/links/580fb4df08aef2ef97afe9a8.pdf#page=37
[4] https://hechingerreport.org/opinion-if-you-really-want-more-equitable-schools-you-must-first-ask-some-questions/
[4] https://www.thinkplandochicago.org/
[3] https://hechingerreport.org/too-few-parents-talk-to-their-kids-about-race-and-identity-report-finds/
[3] https://www.cosn.org/sites/default/files/Resources

Top Domains
Top Domains in Tweet in Entire Graph:
[334] weareteachers.com
[309] twitter.com
[137] blogspot.com
[134] youtube.com
[123] google.com
[106] thepaperlesstrail.com
[70] oodlu.org
[67] amazon.com
[63] edutopia.org
[63] mailchi.mp

Top Domains in Tweet in G1:
[45] youtube.com
[40] amazon.com
[36] google.com
[35] pscp.tv
[32] iste.org
[31] twitter.com
[29] neolms.com
[28] pledgecents.com
[25] joinclubhouse.com
[25] blogspot.com

Top Domains in Tweet in G2:
[54] twitter.com
[15] mradampe.com
[13] careerarc.com
[10] edutopia.org
[9] seriousteachers.com
[9] tweetedtimes.com
[7] co.uk
[7] blogspot.com
[7] iconohash.com
[7] t.co

Top Domains in Tweet in G3:
[274] weareteachers.com
[17] eschoolnews.com
[7] edweek.org
[6] edutopia.org
[5] twitter.com
[3] controlaltachieve.com
[2] catlintucker.com
[2] theedadvocate.org
[2] theconversation.com
[1] sanfordhealth.org

Top Domains in Tweet in G4:
[60] mailchi.mp
[14] monstercampaigns.com
[7] google.com
[6] twitter.com
[4] theplayfulclassroom.com
[3] definedlearning.com
[2] giphy.com
[2] youngzine.org
[1] blogspot.com
[1] iste.org

Top Domains in Tweet in G5:
[24] blogspot.com
[12] ascd.org
[12] teachbetter.com
[11] edweek.org
[10] twitter.com
[4] youtube.com
[3] edutopia.org
[3] theschooladministrator.com
[3] ck.page
[2] medium.com

Top Domains in Tweet in G6:
[10] tiktok.com
[2] google.com
[2] teachertools.digital
[2] weareteachers.com
[1] joomag.com
[1] teachmiddleeastmag.com
[1] iste.org
[1] nisod.org

Top Domains in Tweet in G7:
[49] teachthought.com
[15] tcea.org
[15] ditchthattextbook.com
[14] cultofpedagogy.com
[12] twitter.com
[7] weareteachers.com
[6] chemix.org
[5] voicethread.com
[5] youtube.com
[4] spencerauthor.com

Top Domains in Tweet in G8:
[28] twitter.com
[6] mssackstein.com
[5] edutopia.org
[4] weareteachers.com
[3] edweek.org
[2] exemplars.com
[2] socialstudies.org
[1] teachthought.com
[1] teacher2teacher.education
[1] shethepeople.tv

Top Domains in Tweet in G9:
[2] twitter.com
[1] diverseverse.com
[1] vimeo.com

Top Domains in Tweet in G10:
[15] google.com
[11] twitter.com
[10] hechingerreport.org
[6] edutopia.org
[5] youtube.com
[4] digitaldividecouncil.com
[4] researchgate.net
[4] thinkplandochicago.org
[3] edtechmagazine.com
[3] cosn.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[4515] edchat
[1022] edtech
[823] education
[775] k12
[461] teachertwitter
[421] edutwitter
[313] stem
[235] teaching
[203] learning
[161] teachers



Top Hashtags in Tweet in G1:
[759] edchat
[321] edtech
[289] education
[258] k12
[76] sel
[73] teaching
[63] learning
[60] teachertwitter
[56] iste
[54] edtechchat

Top Hashtags in Tweet in G2:
[477] edchat
[101] education
[53] edtech
[36] edutwitter
[34] teachers
[28] learning
[26] teaching
[23] physed
[22] k12
[19] earthday

Top Hashtags in Tweet in G3:
[363] edchat
[275] k12
[228] teachertwitter
[35] edtech
[21] d123
[21] cpchat
[21] elemchat
[20] mschat
[18] hschat
[16] ntchat

Top Hashtags in Tweet in G4:
[148] edchat
[102] numberella
[84] stem
[80] k12
[73] homeschooling2021
[62] eal
[60] edutwitter
[57] growth
[50] fun
[37] gamification

Top Hashtags in Tweet in G5:
[126] edchat
[29] plc
[20] disruptivethink
[16] futureready
[15] futurereadylibs
[13] edtech
[13] edutwitter
[12] education
[11] k12
[11] tlchat

Top Hashtags in Tweet in G6:
[23] edchat
[15] edtech
[11] mieexpert
[6] edtechchat
[6] edchatie
[2] k12
[2] teachertwitter
[1] ict
[1] ellchat
[1] eltchat

Top Hashtags in Tweet in G7:
[134] edchat
[45] teaching
[40] socialemotional
[37] edtech
[30] learning
[24] edutwitter
[22] education
[22] educoach
[17] teachertwitter
[16] k12

Top Hashtags in Tweet in G8:
[225] edchat
[35] teachertwitter
[9] edtech
[9] meow
[8] corechat
[7] iteachmath
[5] masterychat
[4] csforall
[4] k12
[3] teachervoice

Top Hashtags in Tweet in G9:
[91] diverseverse
[9] edchat
[5] together4els
[4] ellchat
[2] ncels
[2] nced
[2] authorstakeaction
[2] engchat
[2] literacy
[2] poetry

Top Hashtags in Tweet in G10:
[78] edchat
[46] education
[32] edtech
[25] digitaldivide
[18] teaching
[11] edu
[8] mindfulnessforkids
[8] mindfulness
[8] mindfulkids
[8] iste

Top Words
Top Words in Tweet in Entire Graph:
[4517] #edchat
[1027] students
[1023] #edtech
[824] #education
[776] #k12
[737] learning
[640] school
[629] more
[530] teachers
[493] join

Top Words in Tweet in G1:
[759] #edchat
[321] #edtech
[289] #education
[258] #k12
[199] rdene915
[170] join
[151] students
[149] education
[135] check
[123] learning

Top Words in Tweet in G2:
[477] #edchat
[101] #education
[72] learning
[60] students
[53] #edtech
[45] more
[44] teachers
[36] day
[36] #edutwitter
[34] #teachers

Top Words in Tweet in G3:
[363] #edchat
[277] weareteachers
[275] #k12
[228] #teachertwitter
[90] teachers
[83] students
[52] bring
[52] sel
[52] each
[52] monday

Top Words in Tweet in G4:
[243] gt
[148] #edchat
[102] #numberella
[84] #stem
[80] #k12
[73] #homeschooling2021
[62] #eal
[60] #edutwitter
[57] #growth
[50] #fun

Top Words in Tweet in G5:
[126] #edchat
[87] searched
[42] e_sheninger
[37] learning
[37] questions
[35] very
[35] shannonmmiller
[33] turnerhj
[32] few
[29] seen

Top Words in Tweet in G6:
[269] powerpoint
[142] mtholfsen
[135] features
[134] tutorial
[134] video
[134] showing
[134] 12
[134] team
[134] busy
[134] adding

Top Words in Tweet in G7:
[134] #edchat
[63] learning
[50] teachthought
[46] strategies
[46] classroom
[45] #teaching
[43] social
[42] incorporating
[40] emotional
[40] #socialemotional

Top Words in Tweet in G8:
[225] #edchat
[58] teacher2teacher
[49] always
[44] inspiration
[42] sarakiffe
[41] one
[39] thing
[36] school
[35] #teachertwitter
[35] sgthomas1973

Top Words in Tweet in G9:
[93] sharing
[91] #diverseverse
[91] poetry
[89] children
[89] engagereaders
[89] today
[88] launches
[88] visit
[88] website
[88] padlet

Top Words in Tweet in G10:
[78] #edchat
[46] #education
[40] matthiefield
[32] #edtech
[25] #digitaldivide
[25] equity
[20] learning
[19] teachers
[18] #teaching
[17] students

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[448] #edchat,#k12
[366] #edtech,#edchat
[278] #edchat,#edtech
[262] #education,#edchat
[244] #k12,#teachertwitter
[173] gt,gt
[169] #edchat,#education
[146] next,week
[138] tutorial,video
[138] video,showing

Top Word Pairs in Tweet in G1:
[133] #education,#edchat
[122] #edchat,#k12
[88] #edtech,#edchat
[77] #edchat,#edtech
[40] big,education
[40] education,ape
[40] ape,top
[40] #redfored,#tbats
[40] #tbats,#openonlywhensafe
[33] #edtech,#education

Top Word Pairs in Tweet in G2:
[27] #edchat,#education
[24] #education,#edchat
[18] #edtech,#edchat
[15] #googleei,#googleet
[15] #googleet,#googlepd
[14] learn,more
[14] #edchat,#edutwitter
[14] #mradampe,#pegeeks
[12] earth,day
[11] #edutwitter,#edchat

Top Word Pairs in Tweet in G3:
[258] #edchat,#k12
[204] #k12,#teachertwitter
[52] bring,sel
[52] each,monday
[52] monday,morning
[52] morning,messages
[52] messages,#edchat
[50] weareteachers,bring
[43] teachers,one's
[41] one's,#edchat

Top Word Pairs in Tweet in G4:
[162] gt,gt
[50] #edchat,#eal
[46] #homeschooling2021,#k12
[42] #edchat,#edutwitter
[41] #growth,#homeschooling2021
[24] #k12,#learn
[20] #eal,#fun
[18] #edutwitter,#facts
[18] #classroom,#edchat
[17] #k12,#learnathome

Top Word Pairs in Tweet in G5:
[58] searched,searched
[29] searched,seen
[29] seen,very
[29] very,few
[29] few,substantiative
[29] substantiative,takes
[29] takes,dufour
[29] dufour,#plc
[29] #plc,questions
[28] turnerhj,searched

Top Word Pairs in Tweet in G6:
[134] tutorial,video
[134] video,showing
[134] showing,12
[134] 12,features
[134] features,powerpoint
[134] powerpoint,powerpoint
[134] powerpoint,team
[134] team,busy
[134] busy,adding
[134] adding,great

Top Word Pairs in Tweet in G7:
[40] strategies,incorporating
[40] incorporating,social
[40] social,emotional
[40] emotional,learning
[40] learning,classroom
[40] classroom,#socialemotional
[39] teachthought,strategies
[39] #socialemotional,#ed
[17] #teaching,#edchat
[15] #edtech,#edchat

Top Word Pairs in Tweet in G8:
[40] inspiration,sarakiffe
[32] one,thing
[32] #teachertwitter,#edchat
[24] thing,learned
[24] learned,school
[24] school,year
[24] year,#teachertwitter
[24] #edchat,inspiration
[23] teacher2teacher,one
[21] chauvin,trial

Top Word Pairs in Tweet in G9:
[88] today,#diverseverse
[88] #diverseverse,launches
[88] launches,visit
[88] visit,website
[88] website,padlet
[88] padlet,resources
[88] resources,teaching
[88] teaching,sharing
[88] sharing,poetry
[88] poetry,children

Top Word Pairs in Tweet in G10:
[22] #edchat,#edtech
[21] #education,#edchat
[12] sensational,social
[12] social,emotional
[12] emotional,learning
[12] learning,practices
[12] practices,educator
[9] #education,#teaching
[9] addressing,#digitaldivide
[9] #edchat,#education

Top Replied-To
Top Replied-To in Entire Graph:
@oldbay84
@courosa
@sgthomas1973
@harveyalvy1
@tomwhitby
@stephenkelley85
@newsela
@iste
@aef_program
@teacher2teacher

Top Replied-To in G1:
@iste
@teainfo
@mrsengler1
@edsurge
@harvardbiz
@theboardroommag
@edcommission
@ascdcommunities
@tcfpak
@janellesafford

Top Replied-To in G3:
@stressfreekids

Top Replied-To in G4:
@aef_program
@rebeccagarelli

Top Replied-To in G5:
@danielpink
@rebhaggerty
@wes_kieschnick

Top Replied-To in G6:
@gegireland

Top Replied-To in G8:
@oldbay84
@sgthomas1973
@harveyalvy1
@tomwhitby
@stephenkelley85
@teacher2teacher
@jaredbfries
@dubioseducator
@austinmccown2
@primohistory

Top Replied-To in G10:
@perdidostschool
@neatoday
@njea
@modestteacher
@beavertonsd

Top Mentioned
Top Mentioned in Entire Graph:
@weareteachers
@rdene915
@mtholfsen
@powerpoint
@fun2dolabs
@skjsaurabh
@ksthakral
@engagereaders
@teachernudge
@brianmendler

Top Mentioned in G1:
@rdene915
@thriveinedu
@iste
@weareteachers
@edsurge
@joinclubhouse
@edumatchbooks
@spaces_edu
@buncee
@edutopia

Top Mentioned in G2:
@mradampe
@tutoringclubuae
@holleratrob
@thrive_sy
@dottierosellc

Top Mentioned in G3:
@weareteachers
@capstonepub
@eschoolnews
@kidsinneed
@drhallauthor
@paulenderle
@shannonmmiller
@appleedu
@troweprice
@nctm

Top Mentioned in G4:
@aef_program
@thestemazingpro
@blizzabeth125
@ronnieresist
@go2science
@mrdearybury
@harry_hijack
@msoskil
@mrs_smoke
@margiebg

Top Mentioned in G5:
@e_sheninger
@shannonmmiller
@turnerhj
@curriculumblog
@ascd
@chrisdavislens
@connecteddbooks
@capstonepub
@all4ed
@buncee

Top Mentioned in G6:
@mtholfsen
@powerpoint
@teachmiddleeast
@iste
@nisod
@weareteachers
@ianstuart66
@teachertoolsdtl
@techamys
@createhistoryed

Top Mentioned in G7:
@teachthought
@tcea
@ditchthattxtbk
@cultofpedagogy
@weareteachers
@spencerideas
@tmclain903
@mrsmall215
@msshelbyclaeys
@technologylaura

Top Mentioned in G8:
@teacher2teacher
@sarakiffe
@sgthomas1973
@harveyalvy1
@shiftparadigm
@mssackstein
@jaredbfries
@amarchivepub
@turnerhj
@mascd

Top Mentioned in G9:
@engagereaders
@jeremybballer
@valentinaesl
@winsorschool
@ncdpi_els
@katcolereads
@erinesilcox
@emilygolightly3
@ncreadingassoc
@ccreadingc

Top Mentioned in G10:
@matthiefield
@njliteracy
@tchapgriff
@seccardona
@beavertonsdoei
@jlubinsky
@micheeaton
@missnikkiin5th
@cendemtech
@educatoralex

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@marshawright
@edinburghwatch
@bridgittelesley
@cybersec_feeds
@femtech_
@rjber15
@celebrainltd
@iartg
@xaelbot

Top Tweeters in G1:
@marshawright
@coopmike48
@trendsinai
@artificialbra1n
@washingtonpost
@wagjuer
@fabriciosx
@bar_zie
@cnn
@alicekeeler

Top Tweeters in G2:
@sanrau
@web20classroom
@iconohash
@beth_tastic
@iplante
@noflashcards
@worldlillie
@doodle_ed
@ziegeran
@mosaicgraffiti

Top Tweeters in G3:
@lynch39083
@stfuimtweetn0_o
@riyadhalrifai
@hlthiskrieger
@stressfreekids
@mdrechsler
@fourcornersrock
@lookforsun
@curlyq_fries
@sussanehal

Top Tweeters in G4:
@mrefinch
@sardimperium
@mrpranpatel
@wingcramp
@martynreah
@stem_ai
@jordyjax
@teacherglitter
@mattgovernor
@misterunwin

Top Tweeters in G5:
@shellterrell
@shannonmmiller
@e_sheninger
@kalkhuzaim
@selmekki
@cristama
@curriculumblog
@ascd
@casas_jimmy
@hazzaa6

Top Tweeters in G6:
@edinburghwatch
@hardistymark
@worrelpa
@lieberrian
@ivordavies59
@ianstuart66
@businessolhs
@townesy77
@mtholfsen
@susanhayes_

Top Tweeters in G7:
@thejlv
@justinaion
@mohamadnorfaris
@mguhlin
@rosepillay1
@jmattmiller
@spencerideas
@timlriley
@braz74
@autismman11

Top Tweeters in G8:
@macchica26
@mssackstein
@shiftparadigm
@teacher2teacher
@mgcjusa
@craignicol
@tomwhitby
@stephenkelley85
@carinahilbert
@ritawirtz

Top Tweeters in G9:
@theblackcowgirl
@ta_morris
@pragmaticmom
@mtechman
@emilyfranesl
@dogtrax
@nadiaawriter
@edifiedlistener
@jennifernking
@ellyswartz

Top Tweeters in G10:
@bridgittelesley
@belladonamodels
@durff
@perdidostschool
@leoniehaimson
@dianeravitch
@bllyboy60
@s_bearden
@eduflack
@thebrandonsun


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