edchat, Twitter, 9/28/2020 10:32:15 PM, 236184


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edchat_2020-09-28_02-45-31.xlsx
edchat_2020-09-28_02-45-31.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 28, 2020
Short Description:
edchat via NodeXL https://bit.ly/2G6BGvu
@catlin_tucker
@markj_ohnson
@drmarciatate
@tcea
@rdene915
@mtholfsen
@jc_james_clark
@allaboutthepact
@elmagazine
@e_sheninger

Top hashtags:
#edchat
#edtech
#education
#k12
#remotelearning
#distancelearning
#edutwitter

Description:
Description
The graph represents a network of 5,619 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, 28 September 2020 at 09:57 UTC.

The requested start date was Monday, 28 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, 17-hour, 27-minute period from Monday, 21 September 2020 at 23:38 UTC to Friday, 25 September 2020 at 17:06 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 : 5619
Unique Edges : 3309
Edges With Duplicates : 11527
Total Edges : 14836
Number of Edge Types : 5
Mentions : 2524
Replies to : 168
Tweet : 2144
Retweet : 4377
MentionsInRetweet : 5623
Self-Loops : 2261
Reciprocated Vertex Pair Ratio : 0.0497008743672342
Reciprocated Edge Ratio : 0.0946953090749671
Connected Components : 738
Single-Vertex Connected Components : 343
Maximum Vertices in a Connected Component : 3704
Maximum Edges in a Connected Component : 11210
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5.921204
Graph Density : 0.000216773292009875
Modularity : 0.439557
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 5,619 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, 28 September 2020 at 09:57 UTC.

The requested start date was Monday, 28 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, 17-hour, 27-minute period from Monday, 21 September 2020 at 23:38 UTC to Friday, 25 September 2020 at 17:06 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:
[37] https://blog.tcea.org/teaching-in-a-hybrid-classroom/?utm_source=rss&utm_medium=rss&utm_campaign=teaching-in-a-hybrid-classroom#utm_source=rss&utm_medium=rss&utm_campaign=teaching-in-a-hybrid-classroom
[33] https://www.rdene915.com/
[31] 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
[31] https://ictevangelist.com/how-can-twitter-support-professional-learning/
[31] https://www.cultofpedagogy.com/accurate-grades/
[29] https://web.cvent.com/event/6ef5671f-dff5-4263-a774-3da15dab58c8/websitePage:d96aee74-d6aa-4c93-8bcb-048abaf2c09e
[28] http://esheninger.blogspot.com/2020/08/keeping-kids-engaged-in-remote-learning.html
[27] 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] http://brenhamtechdaily.blogspot.com/2020/09/wow-wednesday-split-chromebook-screen.html
[18] https://www.mrrobertsonscorner.com/

Top URLs in Tweet in G1:
[32] https://blog.tcea.org/teaching-in-a-hybrid-classroom/?utm_source=rss&utm_medium=rss&utm_campaign=teaching-in-a-hybrid-classroom#utm_source=rss&utm_medium=rss&utm_campaign=teaching-in-a-hybrid-classroom
[31] https://www.rdene915.com/
[28] 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
[27] http://esheninger.blogspot.com/2020/08/keeping-kids-engaged-in-remote-learning.html
[26] 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
[23] http://brenhamtechdaily.blogspot.com/2020/09/wow-wednesday-split-chromebook-screen.html
[18] https://www.ideaillinois.org/blog/9257814
[15] http://esheninger.blogspot.com/2020/08/strategies-to-foster-discourse-and.html
[14] https://www.edsurge.com/news/2020-05-21-how-to-foster-a-positive-school-climate-in-a-virtual-world?utm_content=buffer2552c&utm_medium=social&utm_source=twitter.com&utm_campaign=EdSurgeBuffer
[14] https://convention.tcea.org/

Top URLs in Tweet in G2:
[18] https://www.mrrobertsonscorner.com/
[4] http://www.globalmetacognition.com/
[4] https://tweetedtimes.com/search/iKrips/en?s=rgp
[4] https://tweetedtimes.com/JodiMos?s=rgp
[4] http://paper.li/AriesCobb/1397995931
[3] https://www.edutopia.org/article/your-checklist-virtual-project-based-learning
[3] https://blog.edlounge.com/active-learning/?utm_source=active-learning-twitter&utm_medium=twitter&utm_campaign=active-learning-twitter&utm_term=twitter&utm_content=active-learning-twitter
[3] https://teacheridea.com/digest/ideas_3001_to_3500/teacheridea_3374_help_your_students_be_better_googlers_using_these_practical_tips.htm
[3] https://teacheridea.com/digest/ideas_3001_to_3500/teacheridea_3378_google_slides_interactive_notebooks._20_activities_fill_them.htm
[2] http://www.dwhs.co.uk/Class-of-2028

Top URLs in Tweet in G3:
[3] https://www.facebook.com/primetoSHINE
[2] https://www.youtube.com/watch?v=4o53L0nSJvY&feature=youtu.be

[2] https://timkitchen.net/adobe-education-summit-2020/
[2] https://vimeo.com/459238187
[2] https://spark.adobe.com/page/yoIxhofamR56v/
[1] https://americanindian.si.edu/nk360/student-programs/distance-learning
[1] https://twitter.com/PGCTV/status/1308578461964009475
[1] https://bluejeans.com/playback/s/Coxd5FKJWwXpJ3L4YTQiTXWyRN8JO5X7A608TVx9oQ3K151BXY5NfcbxSvHOry89
[1] https://spark.adobe.com/page/UaQuXoxobx1wb/
[1] https://www.youtube.com/watch?v=Zd9Cr0-aUqA&feature=youtu.be


Top URLs in Tweet in G4:
[4] https://catlintucker.com/2020/01/growth-over-time/
[2] https://catlintucker.com/2016/09/21st-century-ask-3-before-you-ask-me/
[2] https://catlintucker.com/2020/07/flipped-learning-flow-for-blended-or-online/
[2] https://catlintucker.com/2020/06/racial-injustice-teaching-resources/
[2] https://catlintucker.com/2020/08/asynchronous-vs-synchronous/
[2] https://catlintucker.com/2020/09/udl-blended-learning-action-expression/
[1] https://catlinthebalance.podbean.com/e/linwood-paul-on-facing-change
[1] https://catlintucker.com/2020/09/udl-blended-learning-representation/
[1] https://www.amazon.com/Balance-Blended-Learning-Reimagine-Essentials/dp/1544389523/ref=sr_1_1?keywords=catlin+tucker&qid=1581055186&sr=8-1
[1] https://www.edsurge.com/news/2020-09-15-is-learning-on-zoom-the-same-as-in-person-not-to-your-brain

Top URLs in Tweet in G5:
[8] https://figuremath.com/microgrant2020/
[7] https://us02web.zoom.us/webinar/register/WN_pLH37Y0QQq2Gh9DHAa3rtA
[4] https://makemathmoments.com/episode95/
[3] https://www.gse.harvard.edu/news/uk/19/12/safeguarding-mental-health-teachers
[3] https://twitter.com/JustinAion/status/1308158225846591492
[3] https://twitter.com/QasimRashid/status/1308555682497597440
[3] https://twitter.com/blackgirlinmain/status/1308927404296019969
[3] https://www.nbcnews.com/politics/white-house/trump-calls-patriotic-eduction-says-anti-racism-teachings-are-child-n1240372
[2] https://ethicalschools.org/2020/09/practicing-ethics-case-studies/
[2] https://myemail.constantcontact.com/Strengthening-Problem-Solving-Virtually-and-in-Person---New-edWebinar-Series.html?soid=1102707682512&aid=oIyza88bNGk&platform=hootsuite&utm_campaign=HSCampaign

Top URLs in Tweet in G6:
[10] http://www.ascd.org/publications/educational_leadership/sept20/vol78/num01/Time_for_Competency-Based_Grading%C2%A2.aspx
[4] https://www.edutopia.org/article/how-choose-words-motivate-students-during-online-learning
[3] http://www.ascd.org/publications/educational-leadership/sept20/vol78/num01/How-I-Revamped-My-Grading-System.aspx#.X2jpfRtUQac.twitter
[3] https://www.youtube.com/watch?v=d8F1SnWaIfE&feature=youtu.be

[3] https://www.nytimes.com/2020/09/24/nyregion/regis-catholic-school-racism.html
[3] https://www.tolerance.org/magazine/fall-2020/the-weaponization-of-whiteness-in-schools
[2] http://www.ascd.org/publications/educational-leadership/sept20/vol78/num01/Instructional-Shifts-to-Support-Deep-Learning.aspx
[2] https://www.youtube.com/watch?v=qCVsUcq0URM&feature=youtu.be

[2] https://www.tes.com/teaching-resource/free-gcse-chemistry-science-polymerisation-practice-exam-question-12092792
[1] http://www.ascd.org/publications/educational-leadership/oct15/vol73/num02/The-Seven-Habits-of-Highly-Affective-Teachers.aspx

Top URLs in Tweet in G7:
[3] https://sharemylesson.com/teaching-resource/understanding-immigration-2020-election-and-beyond-326363
[3] https://www.wested.org/wested_event/mss-ngss-video-series/
[2] https://sharemylesson.com/collections/hispanic-heritage-month-activities
[2] https://sharemylesson.com/coronavirus/distance-learning
[2] https://sharemylesson.com/teaching-resource/voter-registration-action-plan
[2] https://docs.google.com/forms/d/1mzayMqy1k6No7Z7WnZVwU0p7j8t100disp9uHm74AX4/viewform?ts=5f47a73c&gxids=7628&edit_requested=true
[2] https://www.pbs.org/newshour/extra/daily-videos/do-charges-in-breonna-taylor-case-show-officers-are-above-the-law/
[2] https://brainpop.zoom.us/webinar/register/8515980225059/WN_W0dlzQN_Q12gpK0wXJ1L7Q
[2] https://twitter.com/NewsHourExtra/status/1308854424727625728
[1] https://twitter.com/savvaslearning/status/1308417030635257856

Top URLs in Tweet in G8:
[3] https://www.coolcatteacher.com/how-to-empower-teachers/?utm_campaign=coschedule&utm_source=twitter&utm_medium=coolcatteacher&utm_content=How
[3] to
[3] Empower
[3] Teachers
[3] 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
[2] https://www.edutopia.org/article/engaging-students-virtual-instruction-camera
[2] https://www.edutopia.org/article/how-using-little-sign-language-can-improve-online-classes
[2] https://blog.tcea.org/teaching-in-a-hybrid-classroom/?utm_source=rss&utm_medium=rss&utm_campaign=teaching-in-a-hybrid-classroom#utm_source=rss&utm_medium=rss&utm_campaign=teaching-in-a-hybrid-classroom
[1] https://classtechtips.com/2020/07/22/adobe-creative-educator-spark/
[1] https://ukedchat.com/2015/03/13/pickaface

Top URLs in Tweet in G9:
[10] http://mashupmath.com/weekly-math-challenges/
[6] https://mashupmath.com/blog/does-teaching-math-using-mnemonics-do-more-harm-than-good?rq=harm%20than%20good
[3] https://mashupmath.com/blog/finding-slope-of-a-line-rise-over-run?rq=slope
[2] https://www.amazon.com/s/ref=as_li_ss_tl?k=bananagrams&ref=nb_sb_noss_2&linkCode=sl2&tag=tomtolkien-20&linkId=4962ad6077fb9474ba1f6470869ab560
[2] https://mashupmath.com/blog/teacher-burnout
[2] https://www.twoscreensforteachers.org/
[1] https://twitter.com/AriannaProthero/status/1306299352277753856
[1] https://www.amazon.com/Invention-Hugo-Cabret-Brian-Selznick/dp/0439813786/ref=as_li_ss_tl?dchild=1&keywords=The+Invention+of+Hugo+Cabret&qid=1598894092&sr=8-1&linkCode=sl1&tag=k-12readinglist-20&linkId=90b09ac36ea520611f2b6c0c0b56af6c&language=en_US
[1] https://www.amazon.com/When-You-Reach-Yearling-Newbery/dp/0375850864/ref=as_li_ss_tl?dchild=1&keywords=When+You+Reach+Me+by+Rebecca+Stead&qid=1598896557&sr=8-1&linkCode=sl1&tag=k-12readinglist-20&linkId=c90fd3dda158176baa59621515f5a706&language=en_US
[1] https://www.amazon.com/tryAB?ref_=assoc_tag_ph_1524210604088&_encoding=UTF8&camp=1789&creative=9325&linkCode=pf4&tag=k-12readinglist-20&linkId=0c7a9ad6b8ce81bfd5a0f459109e7bb4

Top URLs in Tweet in G10:
[21] https://web.cvent.com/event/6ef5671f-dff5-4263-a774-3da15dab58c8/websitePage:d96aee74-d6aa-4c93-8bcb-048abaf2c09e
[5] https://cue.org/4-mvps-of-blended-and-remote-learning/
[4] https://edsource.org/broadcasts/diversity-in-community-college-faculty-and-leadership-why-it-matters?utm_source=twitter&utm_medium=social&utm_campaign=diversity-in-community-college-faculty-and-leadership-why-it-matters-09-18-20
[4] http://curmudgucation.blogspot.com/2020/08/states-are-using-fed-grants-to-cut.html?utm_source=feedburner&utm_medium=email&utm_campaign=Feed%3A%20blogspot%2FORjvzd%20%28CURMUDGUCATION%29
[3] https://nces.ed.gov/pubsearch/pubsinfo.asp?pubid=2020103
[2] http://www.thepaperlesstrail.com/2018/07/15/learn-to-code-python-on-youtube-with-olexakid/?utm_source=ReviveOldPost&utm_medium=social&utm_campaign=ReviveOldPost
[2] http://www.thepaperlesstrail.com/2015/06/07/the-benefits-of-chess/?utm_source=ReviveOldPost&utm_medium=social&utm_campaign=ReviveOldPost
[2] http://www.thepaperlesstrail.com/2016/01/11/the-life-of-a-chromebook/?utm_source=ReviveOldPost&utm_medium=social&utm_campaign=ReviveOldPost
[2] http://www.engineering.com/
[2] https://www.thepaperlesstrail.com/2019/07/10/using-engineering-com-to-learn-about-rube-goldberg-machines-stem-maker/?utm_source=ReviveOldPost&utm_medium=social&utm_campaign=ReviveOldPost

Top Domains
Top Domains in Tweet in Entire Graph:
[353] twitter.com
[180] blogspot.com
[98] tcea.org
[92] youtube.com
[89] thepaperlesstrail.com
[84] google.com
[71] edsurge.com
[65] edutopia.org
[56] amazon.com
[51] cultofpedagogy.com

Top Domains in Tweet in G1:
[93] tcea.org
[86] blogspot.com
[50] edsurge.com
[39] rdene915.com
[35] edutopia.org
[34] amazon.com
[33] twitter.com
[26] routledge.com
[25] k12prospects.com
[25] teacherfy.com

Top Domains in Tweet in G2:
[56] twitter.com
[18] mrrobertsonscorner.com
[17] co.uk
[15] mradampe.com
[15] careerarc.com
[15] teacheridea.com
[12] google.com
[11] edutopia.org
[10] iconohash.com
[9] youtube.com

Top Domains in Tweet in G3:
[3] facebook.com
[3] youtube.com
[3] adobe.com
[2] bluejeans.com
[2] timkitchen.net
[2] vimeo.com
[1] si.edu
[1] twitter.com
[1] youtu.be
[1] routledge.com

Top Domains in Tweet in G4:
[15] catlintucker.com
[3] twitter.com
[1] podbean.com
[1] amazon.com
[1] edsurge.com
[1] studysync.com
[1] albert.io

Top Domains in Tweet in G5:
[39] twitter.com
[11] zoom.us
[11] teacherspayteachers.com
[8] figuremath.com
[8] makemathmoments.com
[3] harvard.edu
[3] edsurge.com
[3] kqed.org
[3] sadlier.com
[3] youtube.com

Top Domains in Tweet in G6:
[19] youtube.com
[18] ascd.org
[15] twitter.com
[12] tes.com
[4] edutopia.org
[3] nytimes.com
[3] tolerance.org
[2] google.com
[1] instagram.com
[1] washingtonpost.com

Top Domains in Tweet in G7:
[32] sharemylesson.com
[9] twitter.com
[8] wested.org
[3] zoom.us
[3] socialstudies.org
[2] google.com
[2] pbs.org
[1] commonsense.org
[1] ncld.org
[1] ed.gov

Top Domains in Tweet in G8:
[4] ukedchat.com
[4] twitter.com
[4] edutopia.org
[3] coolcatteacher.com
[3] amazon.com
[2] apple.co
[2] bookcamppd.com
[2] tcea.org
[2] edsurge.com
[1] classtechtips.com

Top Domains in Tweet in G9:
[21] mashupmath.com
[7] amazon.com
[5] edweek.org
[4] twitter.com
[3] google.com
[3] cybraryman.com
[2] twoscreensforteachers.org
[2] rand.org
[1] thecounselingteacher.com
[1] americaspromise.org

Top Domains in Tweet in G10:
[88] thepaperlesstrail.com
[21] cvent.com
[13] edsource.org
[9] twitter.com
[6] cue.org
[5] ed.gov
[4] blogspot.com
[2] engineering.com
[2] youtube.com
[2] beginwithaquestion.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[4370] edchat
[1112] edtech
[818] education
[436] k12
[307] remotelearning
[244] distancelearning
[229] edutwitter
[227] teachers
[206] teaching
[192] elearning



Top Hashtags in Tweet in G1:
[775] edchat
[382] edtech
[246] education
[188] k12
[146] remotelearning
[135] distancelearning
[100] hybridlearning
[82] elearning
[75] sel
[75] edutwitter

Top Hashtags in Tweet in G2:
[581] edchat
[107] edtech
[92] education
[55] teaching
[41] teachers
[38] students
[37] learning
[37] remotelearning
[33] ukedchat
[26] k12

Top Hashtags in Tweet in G3:
[87] edchat
[10] kindnessmatters
[9] youthinaction
[8] edtech
[7] elearning
[7] adobeeducreative
[6] primetoshine
[6] createedu
[6] aussieed
[6] edtechchat

Top Hashtags in Tweet in G4:
[44] edchat
[10] blendedlearning
[9] onlinelearning
[9] education
[6] ukedchat
[6] teachers
[5] adminchat
[5] edtwt
[5] coteachat
[5] spedchat

Top Hashtags in Tweet in G5:
[310] edchat
[47] iteachmath
[29] mtbos
[28] education
[22] edtech
[18] math
[17] distancelearning
[17] mathchat
[14] remotelearning
[10] micrograntalert

Top Hashtags in Tweet in G6:
[146] edchat
[55] ukedchat
[48] nqtchat
[48] aussieed
[47] science
[42] ittchat
[24] edcolo
[22] edreform
[22] edpolicy
[20] edadmin

Top Hashtags in Tweet in G7:
[79] edchat
[29] distancelearning
[16] sschat
[15] backtoschool
[15] educhat
[13] covid19
[10] nationalvoterregistrationday
[9] teachertwitter
[8] migration
[8] election

Top Hashtags in Tweet in G8:
[69] edchat
[13] headsnet
[10] selchat
[10] wellness
[9] education
[8] edtechchat
[7] buildhopeedu
[7] tlap
[7] leadlap
[7] highrlogues

Top Hashtags in Tweet in G9:
[63] edchat
[10] positivityinaction
[7] sel
[7] ad
[4] kidsbook
[4] kidlit
[4] edtech
[3] k12
[3] distancelearning
[3] scchat

Top Hashtags in Tweet in G10:
[163] edchat
[112] edtech
[30] fallcue
[22] caedchat
[21] k12
[19] wearecue
[14] caedu
[12] educhat
[12] weleaded
[8] educators

Top Words
Top Words in Tweet in Entire Graph:
[4370] #edchat
[1230] students
[1114] #edtech
[1096] learning
[819] #education
[626] school
[565] join
[541] one
[497] more
[454] know

Top Words in Tweet in G1:
[775] #edchat
[382] #edtech
[246] #education
[222] learning
[188] #k12
[153] tcea
[146] #remotelearning
[144] students
[141] join
[138] rdene915

Top Words in Tweet in G2:
[581] #edchat
[107] #edtech
[92] #education
[90] students
[68] learning
[55] #teaching
[50] teachers
[44] school
[43] check
[41] #teachers

Top Words in Tweet in G3:
[276] know
[275] students
[274] care
[274] much
[253] drmarciatate
[171] don
[144] wor
[137] until
[137] building
[137] relationships

Top Words in Tweet in G4:
[255] catlin_tucker
[244] learning
[236] work
[235] student
[234] design
[233] expression
[232] one
[232] approach
[232] ideas
[231] size

Top Words in Tweet in G5:
[310] #edchat
[71] students
[59] one
[47] #iteachmath
[46] curriculum
[44] history
[43] education
[41] math
[40] sgthomas1973
[36] mssackstein

Top Words in Tweet in G6:
[146] #edchat
[92] elmagazine
[56] learning
[55] #ukedchat
[48] #nqtchat
[48] #aussieed
[47] #science
[46] teaching
[43] school
[43] instructional

Top Words in Tweet in G7:
[79] #edchat
[58] students
[45] sharemylesson
[39] aftunion
[35] free
[35] plan
[33] lesson
[33] aftteach
[29] #distancelearning
[25] register

Top Words in Tweet in G8:
[69] #edchat
[52] nowakro
[37] right
[30] join
[24] erobbprincipal
[23] thing
[20] shine
[20] happiness
[19] difference
[19] more

Top Words in Tweet in G9:
[63] #edchat
[29] math
[26] free
[24] mashupmath
[24] more
[18] teacher
[18] dr
[18] students
[16] learning
[14] teachers

Top Words in Tweet in G10:
[163] #edchat
[112] #edtech
[32] students
[30] #fallcue
[28] support
[28] educators
[28] edsource
[25] virtual
[22] #caedchat
[21] #k12

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[356] #edtech,#edchat
[276] #education,#edchat
[272] #edchat,#edtech
[267] one,size
[267] size,fits
[267] fits,approach
[265] design,learning
[265] learning,student
[263] approach,doesn
[263] doesn,work

Top Word Pairs in Tweet in G1:
[109] #education,#edchat
[92] #edchat,#edtech
[61] #edtech,#edchat
[57] #edchat,#k12
[50] remote,learning
[42] #edchat,#edutwitter
[42] struggling,effectively
[42] effectively,implement
[42] implement,mange
[42] mange,#hybridlearning

Top Word Pairs in Tweet in G2:
[41] #edtech,#edchat
[32] #education,#edchat
[27] #edchat,#edtech
[22] check,blog
[19] #learning,#edchat
[19] #teaching,#learning
[18] #pegeeks,#ukpechat
[18] #ukpechat,#physed
[18] thanks,follow
[18] follow,check

Top Word Pairs in Tweet in G3:
[137] students,don
[137] don,care
[137] care,much
[137] much,know
[137] know,until
[137] until,know
[137] know,much
[137] much,care
[137] care,building
[137] building,relationships

Top Word Pairs in Tweet in G4:
[232] design,learning
[231] one,size
[231] size,fits
[231] fits,approach
[231] approach,doesn
[231] doesn,work
[231] work,expression
[231] expression,ideas
[231] ideas,design
[231] learning,student

Top Word Pairs in Tweet in G5:
[26] #iteachmath,#edchat
[17] #mtbos,#iteachmath
[15] makemathmoments,one
[12] mental,health
[12] one,best
[12] best,things
[12] things,math
[12] math,gives
[12] gives,ability
[12] ability,myself

Top Word Pairs in Tweet in G6:
[47] #aussieed,#edchat
[45] #science,#nqtchat
[43] culturally,responsive
[43] #ukedchat,#science
[42] instructional,coaches
[42] coaches,play
[42] play,essential
[42] essential,role
[42] role,fostering
[42] fostering,culturally

Top Word Pairs in Tweet in G7:
[29] aftunion,aftteach
[26] lesson,plan
[20] #distancelearning,aftunion
[15] #edchat,#educhat
[13] engage,students
[13] pbs,newshour
[13] newshour,extra
[13] extra,lesson
[13] plan,charges
[13] charges,breonna

Top Word Pairs in Tweet in G8:
[18] ethics,knowing
[18] knowing,difference
[18] difference,between
[18] between,right
[18] right,right
[18] right,thing
[18] thing,justice
[18] justice,potter
[18] potter,stewart
[17] nowakro,ethics

Top Word Pairs in Tweet in G9:
[13] free,math
[10] students,solve
[10] solve,super
[10] super,mario
[10] mario,math
[10] math,puzzle
[10] puzzle,find
[10] find,more
[10] more,free
[10] math,challenges

Top Word Pairs in Tweet in G10:
[89] #edtech,#edchat
[18] #edchat,#caedchat
[16] virtual,#fallcue
[16] registration,open
[16] open,79
[14] 79,readiness
[14] readiness,strategies
[14] strategies,support
[14] support,schools
[14] schools,educators

Top Replied-To
Top Replied-To in Entire Graph:
@sgthomas1973
@mssackstein
@djhanenfivestar
@madisonwolf31
@chelsea65971018
@5liens
@harveyalvy1
@jeremydbond
@key_barnes
@five_startech

Top Replied-To in G1:
@fetc
@katie_sauer
@edcommission
@weareteachers
@asaecenter
@mckinseydigital
@sonia_nelson
@ralstonk
@txedmod
@zoom_us

Top Replied-To in G4:
@catlin_tucker
@finleyt
@toddwhitaker

Top Replied-To in G5:
@sgthomas1973
@mssackstein
@chelsea65971018
@madisonwolf31
@harveyalvy1
@jeremydbond
@key_barnes
@meiralevinson
@annietangent
@vr2ltch

Top Replied-To in G6:
@73newport
@tesresources

Top Replied-To in G7:
@baltcityschools
@acpschools
@rel_west

Top Replied-To in G9:
@samaraspielberg

Top Replied-To in G10:
@ipevo
@commonlit
@newsela

Top Mentioned
Top Mentioned in Entire Graph:
@catlin_tucker
@drmarciatate
@rdene915
@e_sheninger
@tcea
@mtholfsen
@elmagazine
@kyleniemis
@selearningedu
@nowakro

Top Mentioned in G1:
@rdene915
@tcea
@e_sheninger
@thriveinedu
@edsurge
@ideaillinois
@buncee
@weareteachers
@k12prospects
@edumatchbooks

Top Mentioned in G2:
@mradampe
@2peasandadog
@stupotwakefield
@prestonedu1
@echalkeducation
@dormerswellshs
@mseideman
@davidnautilus1
@dougdunneds
@tunedinteachers

Top Mentioned in G3:
@drmarciatate
@fixingeducation
@smithsoniannmai
@timkitchen
@igniteyourshine
@jerrywong007
@catlin_tucker
@edrev
@primetoshine
@lavonnaroth

Top Mentioned in G4:
@catlin_tucker
@elizabethlstein
@trishadifazio
@finleyt
@learnwithalbert
@aadamseml
@jeffhiseredu
@toddwhitaker
@selandbeyond
@studysync

Top Mentioned in G5:
@makemathmoments
@harveyalvy1
@tomwhitby
@mssackstein
@sgthomas1973
@web20classroom
@figuremath
@bobsonwong
@chelsea65971018
@newslitproject

Top Mentioned in G6:
@elmagazine
@rickwormeli2
@jaymctighe
@youtube
@harveysilver
@tesresources
@curriculumblog
@engagereaders
@susancolton2
@missj_gonzalez

Top Mentioned in G7:
@sharemylesson
@aftunion
@aftteach
@newshourextra
@mstrjaywill
@newshour
@brainpop
@kennethcdavis
@wested
@ncssnetwork

Top Mentioned in G8:
@nowakro
@erobbprincipal
@rdene915
@dyknow
@phausedu
@sara_lahayne
@highr_teachered
@mjjohnson1216
@bbray27
@vste

Top Mentioned in G9:
@mashupmath
@educationweek
@petermdewitt
@posproject
@mrmatera
@cybraryman1
@edweekopinion
@manditorrez
@schcouns4mtss
@edsitement

Top Mentioned in G10:
@edsource
@cueinc
@jakemillertech
@yongzhaoed
@lhighfill
@kellyihilton
@sarahlandis
@gameboydrew
@tonythurmond
@codeorg

Top Tweeters
Top Tweeters in Entire Graph:
@missb62
@sectest9
@alhanda
@bella623
@chidambara09
@celebrainltd
@cybersec_feeds
@rjber15
@iartg
@coopmike48

Top Tweeters in G1:
@manson_marina
@llnuxbot
@mvdsister
@alicekeeler
@academicchatter
@mzteachuh
@flipgrid
@iamdrwill
@fourcornersrock
@linuxdreams

Top Tweeters in G2:
@nick_chater
@stacylemelle
@halehawk
@lookforsun
@iconohash
@mradamwelcome
@rimwellc
@johnccarver
@rlanzara
@jackiegerstein

Top Tweeters in G3:
@debeauxos1
@kattanoru
@iamiqili
@popindc
@kelans27
@lavonnaroth
@metdetchartcntr
@sra_djgc
@franzyfleck
@iamchayp

Top Tweeters in G4:
@lcoco37
@pana
@toddwhitaker
@j_allen
@rlfreedm
@letsplayoc
@studysync
@sandra_king2
@andreahonigsfel
@khaled_ouanes

Top Tweeters in G5:
@coopmike48
@teka21bat
@nbcnews
@leftboomer
@samsmith_phd
@mssackstein
@nikfarmath2
@shiftparadigm
@ritapanahi
@stevensinger3

Top Tweeters in G6:
@jowhera
@jriske
@billydees
@mcleod
@jennifer_hogan
@curriculumblog
@tesresources
@timlriley
@ameliadgvl
@khechara

Top Tweeters in G7:
@viralvideovlogs
@weirmb
@keepinguposted
@newshour
@samuelwang2018
@thereallilxza
@aftunion
@blairimani
@mssalvac
@shelleylaskin

Top Tweeters in G8:
@bar_zie
@ukedchat
@gdorn1
@elizawallace27
@erobbprincipal
@ictmagic
@cvarsalona
@coolcatteacher
@pcalleypbvusd
@skymazef3

Top Tweeters in G9:
@missb62
@laloalcaraz
@educationweek
@jcorippo
@mgcjusa
@cybraryman1
@wfryer
@gregbcurran
@randcorporation
@myprepacademy

Top Tweeters in G10:
@badassteachersa
@dianeravitch
@botnowa
@jmattmiller
@tunedtotheresa
@rosaisiah
@rialtoboard
@vxjoe
@lewis1jj
@anotherschwab


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