edchat, Twitter, 8/15/2022 3:23:52 PM, 280113


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edchat_2022-08-15_03-30-01.xlsx
edchat_2022-08-15_03-30-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 15, 2022
Short Description:
edchat via NodeXL https://bit.ly/3w0RxT9
@tcea
@educationbnb
@catlin_tucker
@allaboutthepact
@jc_james_clark
@drmarciatate
@finleyt
@markj_ohnson
@mtholfsen
@rdene915

Top hashtags:
#edchat
#edtech
#education
#edutwitter
#teachertwitter
#k12
#teachers
#learning

Description:
Description
The graph represents a network of 5,091 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, 15 August 2022 at 10:37 UTC.

The requested start date was Monday, 15 August 2022 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 5-day, 17-hour, 30-minute period from Tuesday, 09 August 2022 at 06:30 UTC to Monday, 15 August 2022 at 00:00 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 : 5091
Unique Edges : 2957
Edges With Duplicates : 12291
Total Edges : 15248
Number of Edge Types : 5
Retweet : 5015
MentionsInRetweet : 6504
Tweet : 1682
Mentions : 1898
Replies to : 149
Self-Loops : 1774
Reciprocated Vertex Pair Ratio : 0.0304975922953451
Reciprocated Edge Ratio : 0.059190031152648
Connected Components : 423
Single-Vertex Connected Components : 192
Maximum Vertices in a Connected Component : 4030
Maximum Edges in a Connected Component : 13399
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.41586
Graph Density : 0.000272525304680744
Modularity : 0.405665
NodeXL Version : 1.0.1.502
Data Import : The graph represents a network of 5,091 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, 15 August 2022 at 10:37 UTC.

The requested start date was Monday, 15 August 2022 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 5-day, 17-hour, 30-minute period from Tuesday, 09 August 2022 at 06:30 UTC to Monday, 15 August 2022 at 00:00 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:
[120] https://www.structural-learning.com/post/teaching-and-learning-strategies-a-classroom-guide
[54] https://blog.principalproject.org/leader-bulletin-board-10-tips-for-new-and-aspiring-aps/?utm_source=pp&utm_medium=tw&utm_campaign=20220809
[50] https://usergeneratededucation.wordpress.com/2019/01/20/authentic-learning-experiences/
[49] http://esheninger.blogspot.com/2022/08/boost-morale-with-these-simple.html
[41] https://www.gluesticksandmanagementtricks.org/single-post/2016/07/10/LARGE-GROUP-GAMES
[39] https://blog.tcea.org/eight-tips-practicing-active-listening-classroom/
[34] https://www.amazon.com/Pecha-Kucha-English-Language-Teaching-ebook/dp/B00JPRUREI/ref=sr_1_1?s=books&ie=UTF8&qid=1549976286&sr=1-1&refinements=p_82:B007G9HJFM,p_n_feature_browse-bin:618073011
[26] https://oodlu.org/
[23] https://catlintucker.com/2018/09/10-tips-station-rotation-model/
[21] https://organizedclassroom.com/9-ideas-for-organizing-differentiated-instruction/

Top URLs in Tweet in G1:
[83] https://www.structural-learning.com/post/teaching-and-learning-strategies-a-classroom-guide
[43] https://usergeneratededucation.wordpress.com/2019/01/20/authentic-learning-experiences/
[33] https://blog.tcea.org/eight-tips-practicing-active-listening-classroom/
[26] https://www.gluesticksandmanagementtricks.org/single-post/2016/07/10/LARGE-GROUP-GAMES
[15] https://organizedclassroom.com/9-ideas-for-organizing-differentiated-instruction/
[13] https://thefamilydinnerproject.org/newsletter/teens-family-dinner-table/
[10] https://mathequalslove.net/free-exit-ticket-templates/
[8] https://www.litinfocus.com/7-essential-elements-for-project-based-learning/
[6] https://www.teachthought.com/pedagogy/levels-engagement/
[6] https://us.corwin.com/en-us/nam/intentional-moves/book258223

Top URLs in Tweet in G2:
[8] https://catlintucker.com/2018/09/10-tips-station-rotation-model/
[5] https://www.structural-learning.com/post/teaching-and-learning-strategies-a-classroom-guide
[3] https://www.gluesticksandmanagementtricks.org/single-post/2016/07/10/LARGE-GROUP-GAMES
[2] https://docs.google.com/presentation/d/1wke9CO_91J6D00kfnXCt5TsNKgjEaV9Qd4lvNc72U5w/edit#slide=id.gaaf1f16909_0_0
[2] https://catlintucker.com/2022/07/sel-self-awareness/
[2] https://districtadministration.com/superintendents-to-watch-schools-launch-lifelong-learners/
[1] http://edtechpicks.org/2020/09/web-whiteboard/
[1] http://edtechpicks.org/2020/05/booksnaps/
[1] http://edtechpicks.org/2022/02/wordle-for-math/
[1] http://edtechpicks.org/2020/10/a-must-have-tool-for-managing-student-feedback/

Top URLs in Tweet in G3:
[25] https://oodlu.org/
[11] https://blog.definedlearning.com/back-to-school-focusing-on-sel-and-our-wellbeing
[10] https://blog.neolms.com/data-literacy-skills/
[8] 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
[7] https://shakeuplearning.com/blog/back-to-school-lesson-planning-tips-suls0167/
[7] https://quizizz.com/join?gc=32902205
[7] https://oodlu.org
[6] https://www.eschoolnews.com/2022/08/10/new-research-shows-slight-rebound-in-post-pandemic-learning/?utm_content=buffer90f06&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[6] https://shakeuplearning.com/blog/10-chrome-tips-and-tricks-for-teachers-and-students-suls0165/
[5] https://www.structural-learning.com/post/teaching-and-learning-strategies-a-classroom-guide

Top URLs in Tweet in G4:
[34] https://www.amazon.com/Pecha-Kucha-English-Language-Teaching-ebook/dp/B00JPRUREI/ref=sr_1_1?s=books&ie=UTF8&qid=1549976286&sr=1-1&refinements=p_82:B007G9HJFM,p_n_feature_browse-bin:618073011
[8] https://iconohash.com:443/
[6] https://faigemeller.wordpress.com/2022/08/09/so-this-happened/
[6] https://www.internet4classrooms.com/skill_builders/money_transactions_math_third_3rd_grade.htm
[6] https://www.internet4classrooms.com/skill_builders/noun_pronoun_language_arts_fifth_5th_grade.htm
[5] https://www.internet4classrooms.com/skill_builders/place_value_math_first_1st_grade.htm
[5] https://www.internet4classrooms.com/skill_builders/proofreading_language_arts_eighth_8th_grade.htm
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=279938
[4] https://primarysourcenexus.org/2011/08/today-in-history-thomas-a-edison/
[4] https://www.youtube.com/shorts/I6XFXHYdNrk?feature=share


Top URLs in Tweet in G5:
[9] https://www.edweek.org/leadership/opinion-youre-an-educator-what-can-you-stop-doing-this-year/2022/08
[5] https://www.structural-learning.com/post/teaching-and-learning-strategies-a-classroom-guide
[5] http://www.kathleenamorris.com/2019/02/08/team-teaching/
[4] https://ethicalschools.org/2022/06/solving-chronic-absence-a-whole-school-approach/
[4] https://knowledgeworks.org/resources/liberatory-education-personalized-competency-based-learning-hilger/
[4] https://docs.google.com/presentation/d/1jQxQ00NDorEL7JrBqdAnltqlRIvSsQQKjPRoqIhslJ0/mobilepresent?slide=id.ge80d174a63_0_4
[4] https://www.litinfocus.com/7-essential-elements-for-project-based-learning/
[4] https://instagram.com/chalkbeatorg
[4] https://www.weareteachers.com/teacher-shortage-statistics/?utm_medium=Social&utm_source=Twitter#Echobox=1660189072
[4] https://www.edutopia.org/article/restoring-joy-teaching

Top URLs in Tweet in G6:
[6] https://tweetedtimes.com/search/iKrips/en
[6] https://tweetedtimes.com/JodiMos
[5] https://docs.google.com/forms/d/e/1FAIpQLSfoRSyOJM20mdUdYw_bBaW3EyhWK6yrZ1AGMbTt-WqVuY_7Yg/viewform
[5] https://docs.google.com/forms/d/e/1FAIpQLSeHZvb2BKjRm7hZFc7Z3-t8yUnRhlJOsEL1BI-TfFcMKWdc9g/viewform
[4] https://www.mrrobertsonscorner.com
[3] https://teacheridea.com/digest/ideas_3501_to_4000/teacheridea_3839_how_customize_fonts_formatting_google_forms.htm
[3] https://teacheridea.com/digest/ideas_3501_to_4000/teacheridea_3836_singing_spelling_idea.htm
[2] https://www.hmhco.com/blog/back-to-school-science-activities
[2] http://social.mradampe.com/LZJr6w8k?utm_sq=fny489poul&utm_source=Twitter&utm_medium=social&utm_campaign=MrAdamPE&utm_content=Own+Blog+Posts
[2] http://social.mradampe.com/A5GHoH_o?utm_sq=fo9hf4pb7a&utm_source=Twitter&utm_medium=social&utm_campaign=MrAdamPE&utm_content=Own+Blog+Posts

Top URLs in Tweet in G7:
[9] https://www.structural-learning.com/post/teaching-and-learning-strategies-a-classroom-guide
[4] https://www.gluesticksandmanagementtricks.org/single-post/2016/07/10/LARGE-GROUP-GAMES
[1] https://organizedclassroom.com/9-ideas-for-organizing-differentiated-instruction/
[1] https://catlintucker.com/2018/09/10-tips-station-rotation-model/
[1] https://henryjturner.com/subscribe

Top URLs in Tweet in G8:
[7] https://www.teachertoolkit.co.uk/product/25-edtech-tools/
[4] https://www.structural-learning.com/post/teaching-and-learning-strategies-a-classroom-guide
[3] https://www.youtube.com/watch?v=-WAPCrhlNq8&list=PLxp90x5c0ttaUTXly-0TjRtZfXIZ5JY69&index=1

[3] https://catlintucker.com/2018/09/10-tips-station-rotation-model/
[2] https://techcommunity.microsoft.com/t5/education-blog/what-s-new-in-microsoft-teams-for-education-august-2022/ba-p/3594433
[2] https://www.gluesticksandmanagementtricks.org/single-post/2016/07/10/LARGE-GROUP-GAMES
[1] https://techcommunity.microsoft.com/t5/education-blog/what-s-new-in-microsoft-teams-for-education-august-2022/ba-p/3594433#reading
[1] https://www.youtube.com/watch?v=z3p_K1HWT3g&list=PLdHjJccRYryPeh0rv5HSHPpmQxzd3n0Kt&index=1

[1] https://apps.apple.com/us/app/microsoft-edge/id1288723196
[1] https://www.youtube.com/watch?v=L6N8r3_Le2U&list=PLdHjJccRYryPKeATXM_9AHxmS0txwJew3&index=1


Top URLs in Tweet in G9:
[3] https://www.youtube.com/watch?v=X68_-58jfrM

[2] https://www.gluesticksandmanagementtricks.org/single-post/2016/07/10/LARGE-GROUP-GAMES
[2] https://www.structural-learning.com/post/teaching-and-learning-strategies-a-classroom-guide
[2] http://www.kathleenamorris.com/2019/02/08/team-teaching/
[2] https://usergeneratededucation.wordpress.com/2019/01/20/authentic-learning-experiences/
[2] https://docs.google.com/presentation/d/1TnX1xoyatVoxnRJphQM3upzHCNrB7i7KjAQF5NdSa4A/edit?usp=sharing
[2] https://www.youtube.com/watch?v=sGcVWKj2-q0&feature=youtu.be

[2] https://mathequalslove.net/free-exit-ticket-templates/
[1] https://medium.com/inspired-ideas-prek-12/sxsw-edu-2023-vote-for-the-conversations-you-want-to-join-32ba13b5b335?source=friends_link&sk=d63bb78a8a9fa267cb6564da13f9fafb
[1] https://medium.com/inspired-ideas-prek-12/key-ingredients-for-the-beginning-of-the-school-year-27736205e0b9

Top URLs in Tweet in G10:
[1] https://www.thetechieteacher.net/2022/06/why-teachers-should-create-custom.html
[1] https://www.gluesticksandmanagementtricks.org/single-post/2016/07/10/LARGE-GROUP-GAMES
[1] https://twitter.com/leaders_black/status/1558817294272401408
[1] https://www.weareteachers.com/what-is-the-science-of-reading/?utm_medium=Social&utm_source=Twitter#Echobox=1655839698-7

Top Domains
Top Domains in Tweet in Entire Graph:
[269] twitter.com
[121] structural-learning.com
[106] youtube.com
[89] blogspot.com
[82] oodlu.org
[69] wordpress.com
[62] tcea.org
[61] amazon.com
[58] duoinspirations.com
[57] payhip.com

Top Domains in Tweet in G1:
[83] structural-learning.com
[45] wordpress.com
[39] tcea.org
[26] gluesticksandmanagementtricks.org
[15] organizedclassroom.com
[13] thefamilydinnerproject.org
[10] mathequalslove.net
[8] blogspot.com
[8] litinfocus.com
[7] teachthought.com

Top Domains in Tweet in G2:
[14] catlintucker.com
[5] structural-learning.com
[4] edtechpicks.org
[3] gluesticksandmanagementtricks.org
[2] google.com
[2] modernclassrooms.org
[2] districtadministration.com
[2] linkedin.com
[2] explorelearning.com
[2] youtube.com

Top Domains in Tweet in G3:
[80] oodlu.org
[39] youtube.com
[39] twitter.com
[32] shakeuplearning.com
[28] edtechreview.in
[25] teq.com
[24] iblocks.com
[17] eschoolnews.com
[16] blogspot.com
[13] amazon.com

Top Domains in Tweet in G4:
[63] twitter.com
[44] internet4classrooms.com
[34] amazon.com
[14] iconohash.com
[13] primarysourcenexus.org
[9] wordpress.com
[9] schoolsims.com
[8] careerarc.com
[7] youtube.com
[6] alviss.ai

Top Domains in Tweet in G5:
[27] edweek.org
[22] edutopia.org
[20] k12dive.com
[18] twitter.com
[15] weareteachers.com
[10] hmhco.com
[8] tcea.org
[7] knowledgeworks.org
[6] youtube.com
[6] structural-learning.com

Top Domains in Tweet in G6:
[34] twitter.com
[14] google.com
[14] mradampe.com
[12] tweetedtimes.com
[7] edutopia.org
[7] co.uk
[6] teacheridea.com
[5] hmhco.com
[5] edweek.org
[5] bit.ly

Top Domains in Tweet in G7:
[9] structural-learning.com
[4] gluesticksandmanagementtricks.org
[1] organizedclassroom.com
[1] catlintucker.com
[1] henryjturner.com

Top Domains in Tweet in G8:
[7] co.uk
[5] youtube.com
[4] microsoft.com
[4] structural-learning.com
[3] catlintucker.com
[2] retrievalpractice.org
[2] gluesticksandmanagementtricks.org
[1] apple.com
[1] twitter.com

Top Domains in Tweet in G9:
[6] google.com
[5] youtube.com
[3] medium.com
[2] gluesticksandmanagementtricks.org
[2] structural-learning.com
[2] kathleenamorris.com
[2] wordpress.com
[2] blogspot.com
[2] mathequalslove.net
[2] t.co

Top Domains in Tweet in G10:
[1] thetechieteacher.net
[1] gluesticksandmanagementtricks.org
[1] twitter.com
[1] weareteachers.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[4267] edchat
[741] edtech
[708] education
[684] edutwitter
[635] teachertwitter
[614] k12
[370] teachers
[347] learning
[256] teaching
[206] edleadership



Top Hashtags in Tweet in G1:
[568] edchat
[334] edutwitter
[310] teachertwitter
[150] k12
[144] learning
[37] sel
[35] educoach
[32] teachers
[29] skillbuilding
[19] education

Top Hashtags in Tweet in G2:
[46] edchat
[13] edtech
[13] teachertwitter
[12] education
[12] sel
[11] students
[8] edutwitter
[7] blendedlearning
[5] backtoschool
[5] learning

Top Hashtags in Tweet in G3:
[585] edchat
[396] edtech
[244] education
[85] teaching
[84] edtechchat
[72] homeschool
[67] homeschooling
[60] sel
[54] backtoschool
[40] k12

Top Hashtags in Tweet in G4:
[579] edchat
[58] edtech
[39] k12
[35] education
[34] asmsg
[34] iartg
[34] kindleunlimited
[25] stem
[24] teachers
[23] learning

Top Hashtags in Tweet in G5:
[342] edchat
[129] k12
[65] teachertwitter
[49] edutwitter
[44] edtech
[34] learning
[30] edleadership
[29] edpolicy
[29] edequity
[26] education

Top Hashtags in Tweet in G6:
[317] edchat
[60] education
[30] edtech
[26] teachertwitter
[25] edutwitter
[19] teachers
[19] learning
[17] k12
[16] physed
[14] ukedchat

Top Hashtags in Tweet in G7:
[144] edchat
[129] k12
[116] edleadership
[112] classroom
[112] teachers
[105] backtoschool2022
[18] education
[15] learning
[13] ukedchat
[8] teacher

Top Hashtags in Tweet in G8:
[94] microsoftteams
[62] edchat
[46] edtech
[38] mieexpert
[8] aussieed
[6] teachertwitter
[5] k12
[5] mcss23
[4] edutwitter
[4] learning

Top Hashtags in Tweet in G9:
[56] edchat
[28] teachertwitter
[16] edutwitter
[9] k12
[7] educoach
[6] hacklearning
[6] edtech
[5] backtoschool
[5] ditchbook
[5] tlap

Top Hashtags in Tweet in G10:
[20] edchat
[8] bwel
[3] purposedrivenleadership
[2] k12
[2] edleadership
[2] classroom
[2] teachers
[2] backtoschool2022
[1] teaching
[1] edtech

Top Words
Top Words in Tweet in Entire Graph:
[4268] #edchat
[1207] students
[1087] tcea
[927] school
[909] year
[876] help
[839] learning
[741] #edtech
[708] #education
[684] #edutwitter

Top Words in Tweet in G1:
[779] tcea
[568] #edchat
[334] #edutwitter
[310] #teachertwitter
[262] questions
[252] ask
[248] ascd
[247] one
[245] day
[187] time

Top Words in Tweet in G2:
[439] catlin_tucker
[313] help
[307] online
[302] check
[301] blend
[297] community
[294] conversations
[293] informal
[293] icebreakers
[293] build

Top Words in Tweet in G3:
[585] #edchat
[396] #edtech
[244] #education
[158] students
[128] learning
[97] school
[87] rdene915
[86] check
[85] #teaching
[84] #edtechchat

Top Words in Tweet in G4:
[579] #edchat
[138] school
[89] read
[86] teachers
[79] students
[66] sgthomas1973
[61] learning
[58] #edtech
[54] teacher
[54] year

Top Words in Tweet in G5:
[342] #edchat
[129] #k12
[109] students
[92] school
[65] #teachertwitter
[56] year
[53] classroom
[49] #edutwitter
[47] teachers
[45] help

Top Words in Tweet in G6:
[317] #edchat
[60] #education
[57] students
[54] school
[38] year
[34] teachers
[32] more
[30] #edtech
[28] teaching
[27] time

Top Words in Tweet in G7:
[186] brain
[186] blast
[178] finleyt
[144] #edchat
[129] #k12
[128] chunking
[120] learning
[116] #edleadership
[112] #classroom
[112] #teachers

Top Words in Tweet in G8:
[152] mtholfsen
[94] #microsoftteams
[73] edu
[65] video
[64] tutorial
[62] #edchat
[62] showing
[62] 15
[62] features
[62] includes

Top Words in Tweet in G9:
[127] teacher2teacher
[88] year
[67] mix
[62] community
[61] classroom
[60] students
[56] #edchat
[53] welcoming
[53] ss
[53] inspiration

Top Words in Tweet in G10:
[246] year
[135] drmarciatate
[118] school
[118] great
[118] six
[118] fs
[117] twice
[117] beginning
[117] semester
[117] always

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[428] #edchat,#teachertwitter
[331] help,build
[325] informal,conversations
[325] conversations,check
[325] check,icebreakers
[325] icebreakers,help
[325] build,community
[325] community,person
[325] person,online
[325] online,blend

Top Word Pairs in Tweet in G1:
[288] #edchat,#teachertwitter
[246] #teachertwitter,#edutwitter
[245] questions,ask
[245] ask,day
[245] day,one
[245] one,ascd
[245] ascd,#edchat
[238] tcea,questions
[140] matter,well
[140] well,planned

Top Word Pairs in Tweet in G2:
[293] informal,conversations
[293] conversations,check
[293] check,icebreakers
[293] icebreakers,help
[293] help,build
[293] build,community
[293] community,person
[293] person,online
[293] online,blend
[292] catlin_tucker,informal

Top Word Pairs in Tweet in G3:
[152] #edchat,#edtech
[134] #edtech,#edchat
[89] #education,#edchat
[72] #edtech,#homeschool
[67] #homeschool,#homeschooling
[41] back,school
[33] #edtech,#education
[26] #d123,#edchat
[25] ideas,canva
[23] check,#edtech

Top Word Pairs in Tweet in G4:
[34] read,gr8
[34] gr8,book
[34] book,2nite
[34] 2nite,#asmsg
[34] #asmsg,#edchat
[34] #edchat,#iartg
[34] #iartg,read
[34] read,free
[34] free,#kindleunlimited
[29] co,sgruxznvmz

Top Word Pairs in Tweet in G5:
[38] #edchat,#k12
[23] school,year
[23] #edchat,#teachertwitter
[18] #k12,#edchat
[15] #edchat,#educhat
[14] #teachertwitter,#edchat
[13] #edtech,#edchat
[12] help,students
[12] educator,stop
[12] stop,doing

Top Word Pairs in Tweet in G6:
[18] #edchat,#education
[17] school,year
[16] #education,#edchat
[14] #mradampe,#pegeeks
[14] #physed,#pechat
[14] #pechat,#googleei
[13] #teachertwitter,#edchat
[13] #googleei,#googleet
[12] #edtech,#edchat
[12] #pegeeks,#physed

Top Word Pairs in Tweet in G7:
[186] brain,blast
[109] #edchat,#classroom
[107] #k12,#edleadership
[105] rhyming,titles
[105] titles,daily
[105] daily,learning
[105] learning,themes
[105] themes,brain
[105] blast,#k12
[105] #edleadership,#edchat

Top Word Pairs in Tweet in G8:
[73] #microsoftteams,edu
[64] tutorial,video
[62] video,showing
[62] showing,15
[62] 15,features
[62] features,#microsoftteams
[62] edu,includes
[62] includes,average
[62] average,grade
[62] grade,flip

Top Word Pairs in Tweet in G9:
[55] classroom,community
[53] welcoming,ss
[53] ss,classroom
[53] community,year
[53] year,inspiration
[53] inspiration,emmacottier
[52] teacher2teacher,welcoming
[51] emmacottier,downl
[46] tic,tac
[46] tac,toe

Top Word Pairs in Tweet in G10:
[118] school,year
[118] six,fs
[117] twice,year
[117] year,beginning
[117] beginning,semester
[117] semester,school
[117] year,always
[117] always,share
[117] share,six
[117] fs,great

Top Replied-To
Top Replied-To in Entire Graph:
@sgthomas1973
@classtag
@danacoledares
@harveyalvy1
@benny_megan
@tomwhitby
@shiftparadigm
@kevreadenn
@rchids
@x2vol

Top Replied-To in G1:
@bdlasher

Top Replied-To in G3:
@x2vol
@sjeducate
@mrbcounseling7
@literyture
@clmwalkscle
@peardeck
@teacher2teacher
@accuastronomy

Top Replied-To in G4:
@sgthomas1973
@danacoledares
@harveyalvy1
@benny_megan
@kevreadenn
@tomwhitby
@shiftparadigm
@rchids
@tpthelbrnfromky
@dubioseducator

Top Replied-To in G5:
@mckinseydigital
@jeffersonjrsr
@educationweek
@knowledgeworks
@urdailyhistory
@walkerbragman
@jeffcoph
@cunninghamcm
@dallasschools

Top Replied-To in G9:
@thomas_binta
@teacher2teacher

Top Mentioned
Top Mentioned in Entire Graph:
@tcea
@catlin_tucker
@ascd
@finleyt
@mtholfsen
@drmarciatate
@teacher2teacher
@leeannjung
@rdene915
@wes_kieschnick

Top Mentioned in G1:
@tcea
@ascd
@jackiegerstein
@diben
@finleyt
@catlin_tucker
@canva
@fdp_t
@corwinpress
@teachthought

Top Mentioned in G2:
@catlin_tucker
@tcea
@kareemfarah23
@hstaker
@12
@canva
@da_magazine
@jenwomble
@alexsvenet
@leeannjung

Top Mentioned in G3:
@rdene915
@tcea
@matthiefield
@canva
@oodlu_tweets
@edumatchbooks
@x2vol
@shakeuplearning
@kyleniemis
@alkingsley_edu

Top Mentioned in G4:
@sgthomas1973
@tomwhitby
@shiftparadigm
@harveyalvy1
@profesortbaker
@blewistexas
@danacoledares
@bamradionetwork
@jonharper70bd
@rchids

Top Mentioned in G5:
@tcea
@educationweek
@edutopia
@k12divenews
@walterindc
@isaachieves
@miller4students
@jeffcoph
@petermdewitt
@ascd

Top Mentioned in G6:
@2peasandadog
@mradampe
@griffin_ot
@wfttcoaching
@encompasseduca2
@teach4endurance
@powermylearning
@magicbooking
@beautyinmath
@jhaywardtwit

Top Mentioned in G7:
@finleyt
@tcea
@catlin_tucker
@canva
@alex_corbitt
@mrdomagalski
@matthiefield
@educendowfoundn
@vgilbert3
@turnerhj

Top Mentioned in G8:
@mtholfsen
@tcea
@teachertoolkit
@socialstudiesmn
@grandcasinomn
@retrievelearn
@catlin_tucker
@markjwestpfahl
@jessgosling2
@iste

Top Mentioned in G9:
@teacher2teacher
@emmacottier
@elizab
@tcea
@catlin_tucker
@mcgrawhillk12
@mrshowell24
@finleyt
@ascd
@mrs_truckman

Top Mentioned in G10:
@drmarciatate
@catlin_tucker
@tcea
@erricadh
@finleyt
@leaders_black
@jgtechieteacher
@weareteachers
@teacher2teacher

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@marshawright
@jurylady5
@cybersecurityn8
@iartg
@celebrainltd
@bliadhnaichean
@fabriciosx
@chipotletweets
@docwashburn

Top Tweeters in G1:
@nytimes
@sshin6591
@yujimarutani
@grammasheri
@piper_frank
@thomascmurray
@techtia
@cecilia_bocking
@ndeme_sung
@natashainoz

Top Tweeters in G2:
@alicekeeler
@raspmarytea
@castellanoskin3
@msrosecampbell
@michellek107
@amygoblue
@richardklee1
@frederikajones
@nlesdca
@mrmcmicken

Top Tweeters in G3:
@sectest9
@cybersecurityn8
@fabriciosx
@codewithtwitchi
@education_24x7
@getiftech
@aine
@microsoftflip
@theweb3bot
@dbkell

Top Tweeters in G4:
@iartg
@chipotletweets
@sukeji_handa
@huffpost
@profesortbaker
@narelleford
@tisonlyme143
@revolp
@shiftparadigm
@burgessdave

Top Tweeters in G5:
@lynch39083
@mentalhealthbo5
@wltx
@holliejoyjoy
@time
@ta_morris
@html_css_bot
@katenasser
@tracynovick
@educationweek

Top Tweeters in G6:
@jasonmhouck
@nick_chater
@mrsphysicswhy
@rimwellc
@eco_promos
@hmwdesign_bot
@teachlikealady
@ms_mac4
@sspellmancann
@schoolreading

Top Tweeters in G7:
@openmarketingtv
@blubberycrest
@calidoniast
@mgeoghegan22
@naqibalhussaini
@robinso13
@sweetadobo
@coach_c_ren
@mrdomagalski
@supernerdymama

Top Tweeters in G8:
@hardistymark
@teachertoolkit
@it9_mike
@markjwestpfahl
@msteamsbot
@annkozma723
@allenrevans
@tcrossmd
@resing
@vegasazure

Top Tweeters in G9:
@teacher2teacher
@thartman2u
@bmaher0846
@doublezeejk
@verenanz
@mrshowell24
@teresaflutemath
@mheducation
@goatmaven
@bxsmiles72

Top Tweeters in G10:
@anwarfadzil
@countessemilia
@smrtaleks
@franzyfleck
@kphoekman
@erricadh
@leaders_black
@kimzandboer
@jparker_cisd
@dayrichardson45