educhat, Twitter, 8/22/2022 9:28:46 PM, 280548


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educhat_2022-08-22_03-15-01.xlsx
educhat_2022-08-22_03-15-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 22, 2022
Short Description:
educhat via NodeXL https://bit.ly/3cgx1Ht
@educationbnb
@rdene915
@olympicmindset
@education_24x7
@reebokfounder
@jc_james_clark
@scalarhumanity
@pearse_margie
@the_pe_project
@isaachieves

Top hashtags:
#educhat
#education
#k12
#sel
#edtech
#edutwitter
#edchat

Description:
Description
The graph represents a network of 882 Twitter users whose tweets in the requested range contained "educhat", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 22 August 2022 at 10:16 UTC.

The requested start date was Monday, 22 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 13-day, 23-hour, 45-minute period from Monday, 08 August 2022 at 00:01 UTC to Sunday, 21 August 2022 at 23:47 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 : 882
Unique Edges : 456
Edges With Duplicates : 2318
Total Edges : 2774
Number of Edge Types : 5
Retweet : 830
MentionsInRetweet : 987
Replies to : 25
Mentions : 571
Tweet : 361
Self-Loops : 384
Reciprocated Vertex Pair Ratio : 0.0605726872246696
Reciprocated Edge Ratio : 0.114226375908619
Connected Components : 158
Single-Vertex Connected Components : 73
Maximum Vertices in a Connected Component : 340
Maximum Edges in a Connected Component : 1770
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.50172
Graph Density : 0.00123931524936876
Modularity : 0.332688
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 882 Twitter users whose tweets in the requested range contained "educhat", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 22 August 2022 at 10:16 UTC.

The requested start date was Monday, 22 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 13-day, 23-hour, 45-minute period from Monday, 08 August 2022 at 00:01 UTC to Sunday, 21 August 2022 at 23:47 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 : educhat
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.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
[38] https://www.rdene915.com/
[36] https://www.amazon.com/gp/product/B08269NT8Y/ref=dbs_a_def_rwt_bibl_vppi_i8
[34] https://www.amazon.com/dp/1953852033/ref=sr_1_5?crid=1FIGGPW0ZWU66&dchild=1&keywords=rachelle+dene+poth&qid=1606592623&sprefix=rachelle+dene+p,stripbooks,167&sr=8-5
[26] https://anchor.fm/rdene915
[18] https://www.gettingsmart.com/author/rachelle/
[15] https://docs.google.com/forms/d/e/1FAIpQLSdM8Xj0Hpqsdf9KzT2KfUbBbB60Fx_XAurE7EtsMsJIu9TuUg/viewform?usp=sf_link
[11] https://www.definedstem.com/blog/preparing-for-the-future-creating-supportive-digital-learning-spaces/
[9] https://docs.google.com/forms/d/e/1FAIpQLSfePRRkoRg62uqwlUiun-mZEHFWCcX__RgTI-KW7gD8RCf9KQ/viewform?usp=sf_link
[9] https://www.edweek.org/leadership/opinion-youre-an-educator-what-can-you-stop-doing-this-year/2022/08

Top URLs in Tweet in G1:
[1] https://accounts.google.com/ServiceLogin?service=wise&passive=1209600&osid=1&continue=https://docs.google.com/presentation/d/1dNHG3H0sCx_udyaxJfintHjkCC1FFHeRaXJDwstx-wY/copy&followup=https://docs.google.com/presentation/d/1dNHG3H0sCx_udyaxJfintHjkCC1FFHeRaXJDwstx-wY/copy<mpl=slides
[1] https://accounts.google.com/ServiceLogin?service=wise&passive=1209600&osid=1&continue=https://docs.google.com/presentation/d/17tiqpCarb_FNz3ddbVfIGvcoVplBN0W2jqaW5wYRQvM/copy&followup=https://docs.google.com/presentation/d/17tiqpCarb_FNz3ddbVfIGvcoVplBN0W2jqaW5wYRQvM/copy<mpl=slides
[1] https://accounts.google.com/ServiceLogin?service=wise&passive=1209600&osid=1&continue=https://docs.google.com/presentation/d/1-UwpsTksVMxISv6eauNgUa0nztPNr8TfrwiS8f37ivo/copy&followup=https://docs.google.com/presentation/d/1-UwpsTksVMxISv6eauNgUa0nztPNr8TfrwiS8f37ivo/copy<mpl=slides

Top URLs in Tweet in G2:
[59] 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
[34] https://www.amazon.com/dp/1953852033/ref=sr_1_5?crid=1FIGGPW0ZWU66&dchild=1&keywords=rachelle+dene+poth&qid=1606592623&sprefix=rachelle+dene+p,stripbooks,167&sr=8-5
[33] https://www.amazon.com/gp/product/B08269NT8Y/ref=dbs_a_def_rwt_bibl_vppi_i8
[32] https://www.rdene915.com/
[25] https://anchor.fm/rdene915
[18] https://www.gettingsmart.com/author/rachelle/
[14] https://docs.google.com/forms/d/e/1FAIpQLSdM8Xj0Hpqsdf9KzT2KfUbBbB60Fx_XAurE7EtsMsJIu9TuUg/viewform?usp=sf_link
[11] https://www.definedstem.com/blog/preparing-for-the-future-creating-supportive-digital-learning-spaces/
[6] https://www.edumatch.org/post/adhd-distance-education
[6] https://www.youtube.com/watch?v=k5q1O-rV_Co


Top URLs in Tweet in G3:
[3] https://www.amazon.co.uk/dp/1086000315/ref=cm_sw_r_cp_api_i_ue2qDbCHKGDCF)
[2] https://everwall.com/blog/higher-education-event-marketing/
[2] https://www.leadersread.net/
[2] https://www.ampil.co.uk/
[2] https://cryptozoa.com/underpaid-uk-teachers-need-to-do-this-before-its-too-late-25ff8c21f30a
[1] https://www.cultofpedagogy.com/marigolds/
[1] https://www.fiverr.com/chronos_1/build-top-hyper-casual-games?utm_source=169592&utm_medium=cx_affiliate&utm_campaign=&afp=random-hashtag&cxd_token=169592_19508969_|afp0:random-hashtag|afp1:chronos_1/build-top-hyper-casual-games&show_join=true
[1] https://twitter.com/CarlaShalaby/status/1556306626281443328
[1] https://www.dallasnews.com/sports/smu-mustangs/2022/08/08/sources-new-nil-collective-to-pay-smu-football-mens-basketball-players-36000-per-year/
[1] https://twitter.com/_YJB/status/1555479344964943872

Top URLs in Tweet in G4:
[8] https://www.edweek.org/leadership/opinion-youre-an-educator-what-can-you-stop-doing-this-year/2022/08
[6] https://apel.teachable.com/p/transformative-educational-leadership
[6] https://docs.google.com/forms/d/e/1FAIpQLSfePRRkoRg62uqwlUiun-mZEHFWCcX__RgTI-KW7gD8RCf9KQ/viewform?usp=sf_link
[3] https://knowledgeworks.org/resources/liberatory-education-personalized-competency-based-learning-hilger/
[3] https://www.ideaillinois.org/event-4910676
[3] https://www.amazon.com/gp/product/B08269NT8Y/ref=dbs_a_def_rwt_bibl_vppi_i8
[2] https://www.mckinsey.com/featured-insights/mind-the-gap
[2] https://docs.google.com/forms/d/e/1FAIpQLSdI_AdLE95oLXOR0X2Qox0OEdY9WebWWmjdJmEhsOb4WfQPKQ/viewform?usp=sf_link
[2] https://www.rdene915.com/
[2] 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

Top URLs in Tweet in G5:
[4] https://podcasts.apple.com/gb/podcast/the-olympic-mindset-podcast/id1635157169?i=1000576421878
[2] https://open.spotify.com/episode/5lVHjRsCpbbtZ3IHNOxB0M
[1] https://www.youtube.com/watch?v=BU3jfbb172E&list=PPSV

[1] https://open.spotify.com/episode/7rLyCzHCqeibN5RuREKz5H
[1] https://podcasts.apple.com/gb/podcast/the-olympic-mindset-podcast/id1635157169?i=1000575711765
[1] https://open.spotify.com/show/3DWX9He0BpUTMBU0AO7hPO?si=cVC997MeS3mYGsNE3O10Dg
[1] https://podcasts.apple.com/gb/podcast/the-olympic-mindset-podcast/id1635157169?i=1000574949187
[1] https://open.spotify.com/episode/2fJO45GC88Nf9kFPmHFDSO?si=R8zL5kWeRtWLsY48aH55hA
[1] https://twitter.com/mike_glavin/status/1558110302469849088
[1] https://www.twrecruitment.com/post/2022-7/ecf-one-year-in

Top URLs in Tweet in G6:
[1] http://www.thepeproject.com/differentiation/index.html
[1] http://thepeproject.com/motivation/ind

Top URLs in Tweet in G8:
[4] https://scqf.org.uk/news-blog/posts/2022/june/understanding-the-scqf-in-your-scottish-qualifications-certificate/
[2] https://scqf.org.uk
[2] https://scqf.org.uk/news-blog/posts/2022/august/updated-old-v-new-2022/
[1] https://twitter.com/birminghamcg22/status/1559199240085282827
[1] http://www2.fft.org.uk/l/866372/2022-08-12/79y5vv/43972

Top URLs in Tweet in G9:
[2] https://www.educationnext.org/half-century-of-student-progress-nationwide-first-comprehensive-analysis-finds-gains-test-scores/
[2] https://hechingerreport.org/dallas-parents-flocking-to-schools-that-pull-students-from-both-rich-and-poor-parts-of-town/
[2] https://www.newamerica.org/education-policy/edcentral/building-better-pre-k-assessments-dlls/
[2] https://www.newamerica.org/education-policy/edcentral/former-english-learners-outperform-english-only-peers-on-texas-state-assessments/
[2] https://www.learningforjustice.org/magazine/summer-2013/the-gender-spectrum
[1] https://www.edutopia.org/article/free-assistive-tech-tools-support-academic-success
[1] https://www.bloomberg.com/tosv2.html?vid=&uuid=edc279ed-1e11-11ed-9b0c-594465494f55&url=L25ld3MvbmV3c2xldHRlcnMvMjAyMi0wOC0xMS9mcmVlLXNjaG9vbC1sdW5jaD9zcmVmPXM0ak04VjhG
[1] https://www.edweek.org/leadership/anti-lbgtq-hate-online-rose-sharply-after-floridas-dont-say-gay-law-passed/2022/08
[1] https://www.educationnext.org/take-away-their-cellphones-rewire-schools-belonging-achievement/
[1] https://schoolhouseconnection.org/wp-content/uploads/2022/08/Progress-and-Promise-Report.pdf

Top URLs in Tweet in G10:
[1] https://panelpicker.sxsw.com/vote/128320
[1] https://hbsp.harvard.edu/inspiring-minds/what-is-the-cost-of-success-for-women-in-academia/?cid=organic-social%7Ctwitter%7Ccost-of-success-for-women-in-academia%7Cnone%7Cinspiring-minds%7Cunknown%7Cinspiring-minds-article%7Caug2022
[1] https://hbsp.harvard.edu/inspiring-minds/students-get-real-about-mental-health-and-what-they-need-from-educators?cid=organic-social%7Ctwitter%7Cstudent-mental-health-need%7Cnone%7Cinspiring-minds%7Cunknown%7Cinspiring-minds-article%7Caug2022
[1] https://hbsp.harvard.edu/inspiring-minds/the-support-your-first-generation-students-need-to-be-successful?cid=organic-social%7Ctwitter%7Csupport-first-gen-success%7Cnone%7Cinspiring-minds%7Cunknown%7Cinspiring-minds-article%7Caug2022
[1] https://hbsp.harvard.edu/inspiring-minds/why-your-students-are-disengaged?cid=organic-social%7Ctwitter%7Cwhy-students-are-disengaged%7Cnone%7Cinspiring-minds%7Cunknown%7Cinspiring-minds-article%7Caug2022
[1] https://hbsp.harvard.edu/inspiring-minds/what-educators-can-learn-from-comedians?cid=organic-social%7Ctwitter%7Ccomedians%7Cnone%7Cinspiring-minds%7Cunknown%7Cinspiring-minds-article%7Caug2022
[1] https://hbsp.harvard.edu/inspiring-minds/lessons-from-my-first-case-writing-project?cid=organic-social%7Ctwitter%7Cfirst-case-writing-project%7Cnone%7Cinspiring-minds%7Cunknown%7Cinspiring-minds-article%7Caug2022
[1] https://hbsp.harvard.edu/inspiring-minds/how-to-start-strong-and-authentically-with-your-students?cid=organic-social%7Ctwitter%7Cstart-strong-with-students%7Cnone%7Cinspiring-minds%7Cunknown%7Cinspiring-minds-article%7Caug2022
[1] https://hbsp.harvard.edu/inspiring-minds/10-creative-ways-to-better-engage-your-students?cid=organic-social%7Ctwitter%7Ccreative-ways-to-engage%7Cnone%7Cinspiring-minds%7Cunknown%7Cinspiring-minds-article%7Caug2022
[1] https://panelpicker.sxsw.com/vote/128069

Top Domains
Top Domains in Tweet in Entire Graph:
[135] amazon.com
[42] rdene915.com
[41] co.uk
[35] twitter.com
[35] youtube.com
[34] google.com
[31] edumatch.org
[26] anchor.fm
[18] gettingsmart.com
[15] org.uk

Top Domains in Tweet in G1:
[3] google.com

Top Domains in Tweet in G2:
[129] amazon.com
[36] rdene915.com
[31] edumatch.org
[25] anchor.fm
[21] google.com
[18] gettingsmart.com
[12] k12prospects.com
[11] definedstem.com
[8] youtube.com
[8] vosaic.com

Top Domains in Tweet in G3:
[8] twitter.com
[8] co.uk
[3] fiverr.com
[3] donorschoose.org
[3] teacherspayteachers.com
[2] sparx-learning.com
[2] everwall.com
[2] leanlabeducation.org
[2] leadersread.net
[2] youtube.com

Top Domains in Tweet in G4:
[9] google.com
[8] edweek.org
[6] teachable.com
[6] seriousteachers.com
[5] amazon.com
[4] knowledgeworks.org
[4] mckinsey.com
[3] ideaillinois.org
[2] fastcompany.com
[2] bromcom.com

Top Domains in Tweet in G5:
[6] apple.com
[5] spotify.com
[2] twrecruitment.com
[1] youtube.com
[1] twitter.com
[1] innovatemyschool.com

Top Domains in Tweet in G6:
[2] thepeproject.com

Top Domains in Tweet in G8:
[9] org.uk
[1] twitter.com

Top Domains in Tweet in G9:
[4] hechingerreport.org
[4] newamerica.org
[3] edutopia.org
[3] educationnext.org
[3] k12dive.com
[3] learningforjustice.org
[2] chalkbeat.org
[1] bloomberg.com
[1] edweek.org
[1] schoolhouseconnection.org

Top Domains in Tweet in G10:
[8] harvard.edu
[2] sxsw.com
[1] hopin.com
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[780] educhat
[389] education
[222] k12
[206] sel
[189] edtech
[183] edutwitter
[161] edchat
[92] teachers
[83] teaching
[78] ai



Top Hashtags in Tweet in G1:
[5] elemmathchat
[5] educhat
[2] iteachmath
[1] principalofficehours
[1] mtbos
[1] 2ndchat
[1] 4thchat
[1] 5thgrade

Top Hashtags in Tweet in G2:
[306] educhat
[260] education
[192] sel
[161] k12
[120] edtech
[67] ai
[60] edutwitter
[47] teaching
[41] edchat
[38] stem

Top Hashtags in Tweet in G3:
[105] educhat
[29] education
[18] edutwitter
[12] teachers
[10] teachertwitter
[8] edtech
[8] backtoschool
[7] edchat
[7] esl
[7] students

Top Hashtags in Tweet in G4:
[43] edchat
[42] educhat
[39] edtech
[27] k12
[23] education
[18] teachers
[17] edutech
[17] edleaders
[16] teaching
[14] teacher

Top Hashtags in Tweet in G5:
[18] educhat
[8] education
[8] podcast
[8] edutwitter
[6] theolympicmindsetpodcast
[5] charity
[5] mindset
[5] summerlistening
[5] teachers
[4] edchat

Top Hashtags in Tweet in G6:
[24] physed
[6] differentiation
[2] physicaleducation
[2] educhat
[2] motivation
[1] respect
[1] education
[1] flow
[1] zpd
[1] motivationmonday

Top Hashtags in Tweet in G7:
[6] memspachat
[3] crazypln
[3] educhat
[2] warmdemanders
[2] innovatingplay
[2] nt2t
[2] catholicedchat
[2] pd4uandme
[2] k12prchat
[2] thejuicechat

Top Hashtags in Tweet in G8:
[16] sqaresults
[13] educhat
[6] trcthursday
[6] scqfschools
[6] scotedu
[4] teachersrunclub
[4] resultshelp
[4] examresults
[4] scoteduchat
[2] edutwitter

Top Hashtags in Tweet in G9:
[24] edchat
[24] educhat
[19] k12
[17] edutwitter
[17] edequity
[14] eddata
[14] edreform
[13] edpolicy
[7] urbaned
[6] teachertwitter

Top Hashtags in Tweet in G10:
[12] educhat
[10] highered
[10] academictwitter
[3] studentsupport
[3] mentalhealth
[3] studentengagement
[2] sxswedu
[2] academicchatter
[2] philofed
[2] philosophy

Top Words
Top Words in Tweet in Entire Graph:
[780] #educhat
[389] #education
[261] rdene915
[222] #k12
[206] #sel
[195] teachers
[189] #edtech
[183] #edutwitter
[175] students
[170] book

Top Words in Tweet in G1:
[130] math
[128] grade
[127] pearse_margie
[127] hi
[127] teachers
[127] routines
[99] weeks
[72] daily
[56] help
[56] yourself

Top Words in Tweet in G2:
[306] #educhat
[260] #education
[234] rdene915
[192] #sel
[161] #k12
[147] book
[139] stories
[120] #edtech
[107] educator
[107] grab

Top Words in Tweet in G3:
[105] #educhat
[29] #education
[25] school
[18] #edutwitter
[16] year
[14] teacher
[12] #teachers
[12] students
[11] student
[10] great

Top Words in Tweet in G4:
[43] #edchat
[42] #educhat
[39] #edtech
[27] #k12
[23] #education
[23] rdene915
[22] doing
[21] info
[20] one
[18] #teachers

Top Words in Tweet in G5:
[18] #educhat
[14] olympicmindset
[12] listen
[11] episode
[10] week
[9] derek_redmond
[8] #education
[8] #podcast
[8] #edutwitter
[6] #theolympicmindsetpodcast

Top Words in Tweet in G6:
[24] students
[24] #physed
[22] the_pe_project
[18] motivate
[18] self
[18] determination
[18] theory
[18] states
[18] psychological
[18] needs

Top Words in Tweet in G7:
[6] back
[6] #memspachat
[6] thurs
[6] 8pm
[4] join
[4] memspachat
[4] team
[4] share
[4] ways
[4] connect

Top Words in Tweet in G8:
[17] understand
[16] #sqaresults
[15] qualifications
[15] scqf
[14] scqfpartnership
[13] #educhat
[10] received
[9] scottish
[9] certificate
[9] levels

Top Words in Tweet in G9:
[24] #edchat
[24] #educhat
[19] #k12
[18] isaachieves
[17] #edutwitter
[17] #edequity
[14] #eddata
[14] #edreform
[13] students
[13] #edpolicy

Top Words in Tweet in G10:
[17] students
[12] #educhat
[10] #highered
[10] #academictwitter
[10] harvardbizedu
[9] session
[8] festival
[8] speaker
[8] promises
[8] thought

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[153] #education,#educhat
[129] grade,teachers
[129] math,routines
[126] pearse_margie,hi
[108] educator,stories
[73] teachers,daily
[73] daily,math
[67] #sel,#edtech
[65] time,book
[63] true,story

Top Word Pairs in Tweet in G1:
[127] grade,teachers
[127] math,routines
[124] pearse_margie,hi
[72] teachers,daily
[72] daily,math
[56] help,yourself
[55] hi,4th
[55] 4th,grade
[55] teachers,two
[55] two,weeks

Top Word Pairs in Tweet in G2:
[115] #education,#educhat
[105] educator,stories
[63] true,story
[63] story,lessons
[63] lessons,one
[63] one,kid
[63] kid,taught
[62] time,book
[58] #sel,#edtech
[58] things,wish

Top Word Pairs in Tweet in G3:
[9] #education,#educhat
[7] #edutwitter,#educhat
[6] housing,job
[6] job,id
[6] #tefl,#esl
[6] #esl,#educhat
[6] #educhat,#tefljobs
[6] #tefljobs,#china
[6] #china,#tesol
[5] school,year

Top Word Pairs in Tweet in G4:
[15] #edchat,#edleaders
[14] rdene915,looking
[14] looking,guest
[14] guest,bloggers
[14] bloggers,share
[14] share,doing
[14] doing,classroom
[14] classroom,more
[14] more,info
[14] info,blog

Top Word Pairs in Tweet in G5:
[5] #charity,week
[5] makes,good
[5] good,leader
[5] leader,episode
[5] episode,welcomes
[5] welcomes,derek_redmond
[5] derek_redmond,international
[5] international,key
[5] key,note
[5] note,speaker

Top Word Pairs in Tweet in G6:
[18] motivate,students
[18] students,#physed
[18] #physed,self
[18] self,determination
[18] determination,theory
[18] theory,states
[18] states,psychological
[18] psychological,needs
[18] needs,humans
[17] the_pe_project,motivate

Top Word Pairs in Tweet in G7:
[4] join,memspachat
[4] memspachat,team
[4] team,share
[4] share,ways
[4] ways,connect
[4] connect,welcome
[4] welcome,students
[4] students,back
[4] back,#memspachat
[4] #memspachat,thurs

Top Word Pairs in Tweet in G8:
[14] understand,scqf
[9] scottish,qualifications
[9] qualifications,certificate
[9] scqf,levels
[7] #sqaresults,received
[7] received,scottish
[7] certificate,time
[7] time,understand
[7] big,day
[7] day,arrived

Top Word Pairs in Tweet in G9:
[22] #edchat,#educhat
[10] #educhat,#edequity
[8] #edpolicy,#edreform
[5] #edutwitter,#teachertwitter
[5] #urbaned,#eddata
[5] #educhat,#edutwitter
[4] #eddata,#edpolicy
[4] #sead,#seadworks
[3] help,students
[3] edutopia,#edchat

Top Word Pairs in Tweet in G10:
[8] festival,speaker
[8] speaker,promises
[8] promises,thought
[8] thought,provoking
[8] provoking,session
[8] session,jen
[8] jen,theabb
[8] theabb,defenddigitalme
[8] defenddigitalme,discuss
[7] #educhat,#academictwitter

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@rdene915
@pearse_margie
@edumatchbooks
@thriveinedu
@isaachieves
@the_pe_project
@k12prospects
@eyeearlyed
@getting_smart
@create_edu_proj

Top Mentioned in G1:
@pearse_margie
@bkobett

Top Mentioned in G2:
@rdene915
@edumatchbooks
@thriveinedu
@getting_smart
@routledgeeoe
@iste
@k12prospects
@isaachieves

Top Mentioned in G3:
@inspiradora_la
@mradampe
@kylecraighead85
@joshleenen

Top Mentioned in G4:
@rdene915
@idea_illini
@ncsaatillinois
@walterindc
@petermdewitt
@educatoralex
@educationweek
@goapel
@bromcom
@k12prospects

Top Mentioned in G5:
@olympicmindset
@derek_redmond
@mrts_nqts
@nahtnews
@book_aid
@pearsonschools
@2simplesoftware
@teamgb
@headteacherchat
@traineetwinkl

Top Mentioned in G6:
@the_pe_project

Top Mentioned in G7:
@memspachat
@bekdhaene
@vgilbert3
@schi
@mrdomagalski
@schisik
@katquain
@harmonjr22
@ccosa
@oaesp1

Top Mentioned in G8:
@scqfpartnership
@teachersrunclub
@fftedu

Top Mentioned in G9:
@isaachieves
@hechingerreport
@edutopia
@educationnext
@seccardona
@k12divenews
@schoolhouseconn
@edsurge
@newamericaed
@learnforjustice

Top Mentioned in G10:
@harvardbizedu
@theabb
@defenddigitalme
@edpsyuk
@lucyswedberg
@mtsu
@whittier_pres
@drsarahlipson
@lauradol4

Top Tweeters
Top Tweeters in Entire Graph:
@southwestair
@britonanddane
@codewithtwitchi
@education_24x7
@mcnejames
@godfrey_g_
@hiringcare
@nydailynews
@michaelrosenyes
@pyscalellc

Top Tweeters in G1:
@stpstservices
@gregbcurran
@faithzp1
@jenniferagates
@aniwam
@gunnteach
@stefcyclops
@sneffleupagus
@pearse_margie
@apsitmelissa

Top Tweeters in G2:
@education_24x7
@godfrey_g_
@pyscalellc
@getiftech
@gdorn1
@rdene915
@natrellabot
@schleiderjustin
@tammy_marchand
@davidflsts

Top Tweeters in G3:
@creativestar
@mamawolfeto2
@lamdeinu
@corwinpress
@drbruceajohnson
@mradampe
@definedlearning
@classtag
@theresourcehub2
@thisisdrkim

Top Tweeters in G4:
@codewithtwitchi
@hiringcare
@inc
@fastcompany
@galactic_ditto
@scalarhumanity
@educationweek
@markj_ohnson
@cmdatascoop
@uofillinois

Top Tweeters in G5:
@ukedchat
@chrisdysonht
@miss_mcinerney
@deborahmeaden
@rogershistory
@dawnhallybone
@_m_a_z_z_a
@headteacherchat
@teamgb
@guardianedu

Top Tweeters in G6:
@the__hustlerguy
@bti_simon
@fuciaran
@southtippbobby
@pe4everykid
@pecentral
@sportsfs
@bodepe
@coachpulte
@kecupka

Top Tweeters in G7:
@mrdomagalski
@mrshime
@vgilbert3
@joy4ok
@manuelbrent3207
@shawnhime
@memspachat
@bekdhaene
@stv_gilliland
@schisik

Top Tweeters in G8:
@mrandiprice
@connect_scot
@scqfpartnership
@fftedu
@dennyhighschool
@markgoodwin8
@johnpaulacademy
@teachersrunclub
@aileen_scqf
@eduscene

Top Tweeters in G9:
@nydailynews
@conversationedu
@edsurge
@mdrc_news
@educationnext
@hechingerreport
@chalkbeat
@usedgov
@alib_icoach
@k12divenews

Top Tweeters in G10:
@ur6dsoo9fmbeomy
@workingbnb
@theabb
@crinwire
@drchrismooreep
@lauradol4
@why0hy
@mtsu
@edpsydan
@defenddigitalme


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