educhat, Twitter, 11/14/2022 10:03:19 PM, 284468


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educhat_2022-11-14_03-15-01.xlsx
educhat_2022-11-14_03-15-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 14, 2022
Short Description:
educhat via NodeXL https://bit.ly/3AfhksO
@rdene915
@markj_ohnson
@etwinningfrance
@jc_james_clark
@pintobeanz11
@isaachieves
@education_24x7
@jdog90
@educatoralex
@eduscene

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

Description:
Description
The graph represents a network of 302 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, 14 November 2022 at 11:15 UTC.

The requested start date was Monday, 14 November 2022 at 01:01 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, 7-hour, 37-minute period from Monday, 31 October 2022 at 02:07 UTC to Friday, 04 November 2022 at 09:45 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 : 302
Unique Edges : 151
Edges With Duplicates : 518
Total Edges : 669
Number of Edge Types : 5
Mentions : 153
Retweet : 184
MentionsInRetweet : 204
Tweet : 126
Replies to : 2
Self-Loops : 131
Reciprocated Vertex Pair Ratio : 0.032520325203252
Reciprocated Edge Ratio : 0.062992125984252
Connected Components : 86
Single-Vertex Connected Components : 39
Maximum Vertices in a Connected Component : 79
Maximum Edges in a Connected Component : 321
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 3.372019
Graph Density : 0.00279421794900002
Modularity : 0.409943
NodeXL Version : 1.0.1.507
Data Import : The graph represents a network of 302 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, 14 November 2022 at 11:15 UTC.

The requested start date was Monday, 14 November 2022 at 01:01 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, 7-hour, 37-minute period from Monday, 31 October 2022 at 02:07 UTC to Friday, 04 November 2022 at 09:45 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:
[23] https://ladigitale.dev/#projet
[20] 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
[11] https://www.amazon.com/gp/product/B08269NT8Y/ref=dbs_a_def_rwt_bibl_vppi_i8
[11] https://www.rdene915.com/
[6] 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
[5] https://anchor.fm/rdene915
[5] https://www.gettingsmart.com/author/rachelle/
[4] https://linclearning.com/lincstream-teachers-2022/
[4] https://www.edwordle.net/
[4] http://eltcation.myenglishdomain.com/2018/03/18/class-discussion-techniques-no-hiding-no-overpowering/

Top URLs in Tweet in G1:
[2] https://fromcanada.org/
[2] https://mailchi.mp/daisi/november22pri
[2] http://www.thodappakattai.com/sals-education-free-civil-service-and-entrance-exams-coaching-centre/
[1] https://www.halsbury.com/about/loyalty-scheme
[1] https://bit.ly/3rXW8TM
[1] https://auth.trilbytv.co.uk/trial/start
[1] https://dailytrojan.com/2019/10/29/thats-hot-the-scariest-thing-about-halloween-is-its-effect-on-the-environment/
[1] https://twitter.com/Catlin_Tucker/status/1587081410573004802
[1] https://peersupport.edu.au/our-programs/implementation/
[1] https://academicinnovations.zoom.us/meeting/register/tZwsceiprD0qG9PPaqtHmz9WVPElz2df__Xo

Top URLs in Tweet in G2:
[20] 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
[9] https://www.rdene915.com/
[6] 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
[5] https://www.amazon.com/gp/product/B08269NT8Y/ref=dbs_a_def_rwt_bibl_vppi_i8
[5] https://www.gettingsmart.com/author/rachelle/
[4] https://linclearning.com/lincstream-teachers-2022/
[3] https://docs.google.com/forms/d/e/1FAIpQLSdM8Xj0Hpqsdf9KzT2KfUbBbB60Fx_XAurE7EtsMsJIu9TuUg/viewform?usp=sf_link
[3] https://anchor.fm/rdene915
[3] https://www.definedstem.com/blog/preparing-for-the-future-creating-supportive-digital-learning-spaces/
[2] https://www.gettingsmart.com/2022/10/25/exploring-new-pathways-at-the-nvside-conference/

Top URLs in Tweet in G3:
[22] https://ladigitale.dev/#projet
[4] https://www.edwordle.net/

Top URLs in Tweet in G4:
[4] https://www.amazon.com/gp/product/B08269NT8Y/ref=dbs_a_def_rwt_bibl_vppi_i8
[3] https://docs.google.com/forms/d/e/1FAIpQLSfePRRkoRg62uqwlUiun-mZEHFWCcX__RgTI-KW7gD8RCf9KQ/viewform?usp=sf_link
[3] https://us02web.zoom.us/meeting/register/tZIsc-GpqD8sEtO95HIRAcRK2jwqioZybq1c
[2] https://amzn.to/3Ucded6
[2] https://anchor.fm/rdene915
[2] https://www.rdene915.com/
[2] https://amzn.to/3FGvyX5
[2] https://docs.google.com/forms/d/e/1FAIpQLSdI_AdLE95oLXOR0X2Qox0OEdY9WebWWmjdJmEhsOb4WfQPKQ/viewform?usp=sf_link
[1] https://amzn.to/3DJjy4P
[1] https://amzn.to/3sKq2Lk

Top URLs in Tweet in G5:
[1] https://www.rawstory.com/watch-extremist-republicans-openly-public-schools-teaching-science-math-history-and-social-studies-to-kids/?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G6:
[2] https://www.amazon.com/gp/product/B08269NT8Y/ref=dbs_a_def_rwt_bibl_vppi_i8
[1] https://ladigitale.dev/#projet
[1] https://www.innovatingplay.world/halloweenscene

Top URLs in Tweet in G7:
[1] https://www.youtube.com/watch?v=g44ToN0GK_k&feature=youtu.be

[1] https://www.youtube.com/playlist?list=PLZwZK8W4mrD0ofTiRYd59V8IRgORQIXgz


Top URLs in Tweet in G8:
[1] https://wheelofnames.com/k2k-nrd

Top URLs in Tweet in G9:
[2] https://www.open.ac.uk/scholarship-and-innovation/scilab/blog/life-after-covid-education-sector

Top URLs in Tweet in G10:
[1] https://spoti.fi/3W4k85p
[1] https://twitter.com/olympicmindset/status/1585570821862457347

Top Domains
Top Domains in Tweet in Entire Graph:
[37] amazon.com
[23] ladigitale.dev
[14] twitter.com
[11] youtube.com
[11] amzn.to
[11] rdene915.com
[8] bit.ly
[8] google.com
[8] co.uk
[7] gettingsmart.com

Top Domains in Tweet in G1:
[4] twitter.com
[2] co.uk
[2] fromcanada.org
[2] mailchi.mp
[2] thodappakattai.com
[1] halsbury.com
[1] bit.ly
[1] dailytrojan.com
[1] edu.au
[1] zoom.us

Top Domains in Tweet in G2:
[31] amazon.com
[9] rdene915.com
[7] gettingsmart.com
[4] linclearning.com
[3] google.com
[3] anchor.fm
[3] definedstem.com
[3] seriousteachers.com
[2] thepeproject.com
[1] mediumsnetwork.com

Top Domains in Tweet in G3:
[22] ladigitale.dev
[4] edwordle.net

Top Domains in Tweet in G4:
[11] amzn.to
[5] google.com
[4] amazon.com
[3] zoom.us
[2] anchor.fm
[2] rdene915.com
[2] buzzsprout.com
[2] the74million.org
[1] chalkbeat.org
[1] washingtonpost.com

Top Domains in Tweet in G5:
[1] rawstory.com

Top Domains in Tweet in G6:
[2] amazon.com
[1] ladigitale.dev
[1] innovatingplay.world

Top Domains in Tweet in G7:
[2] youtube.com

Top Domains in Tweet in G8:
[1] wheelofnames.com

Top Domains in Tweet in G9:
[2] ac.uk

Top Domains in Tweet in G10:
[1] spoti.fi
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[235] educhat
[104] education
[74] k12
[72] edutwitter
[60] sel
[55] edtech
[42] edchat
[37] teachers
[23] outildumercredi
[23] ladigitale



Top Hashtags in Tweet in G1:
[40] educhat
[11] edutwitter
[9] education
[4] teachers
[4] teachertwitter
[4] schools
[4] sltchat
[3] edtech
[3] edchat
[3] ks2

Top Hashtags in Tweet in G2:
[62] educhat
[57] education
[50] sel
[35] k12
[29] edtech
[17] edutwitter
[17] teaching
[14] ai
[14] stem
[10] suptchat

Top Hashtags in Tweet in G3:
[22] outildumercredi
[22] ladigitale
[4] edwordle
[2] edchat
[2] edtech
[2] edutech
[2] education
[2] educhat
[2] teacher
[2] profs

Top Hashtags in Tweet in G4:
[32] educhat
[30] k12
[21] edchat
[13] education
[12] edtech
[10] edutwitter
[9] teachers
[9] edequity
[8] edleaders
[7] edu

Top Hashtags in Tweet in G5:
[1] education
[1] teaching
[1] educhat

Top Hashtags in Tweet in G6:
[9] googlesheets
[9] googledrawing
[1] outildumercredi
[1] ladigitale
[1] innovatingplay
[1] gafe4littles
[1] educoach
[1] educhat
[1] ecechat
[1] edtech

Top Hashtags in Tweet in G7:
[7] gcse
[3] edutwitter
[3] educhat
[2] english
[1] englishteacher
[1] macbeth
[1] teamenglish
[1] ks5english
[1] alevelenglish

Top Hashtags in Tweet in G8:
[8] 2ndchat
[8] elemmathchat
[1] iteachmath
[1] educhat

Top Hashtags in Tweet in G9:
[2] digitaltransformation
[2] education
[2] educhat
[1] edutwitter
[1] schools
[1] leadership
[1] strategy

Top Hashtags in Tweet in G10:
[2] headteacher
[2] sltchat
[2] educhat
[2] school
[1] teacherstudent
[1] podcast
[1] leadershipdevelopment

Top Words
Top Words in Tweet in Entire Graph:
[232] #educhat
[103] #education
[74] #k12
[72] #edutwitter
[60] #sel
[55] #edtech
[50] rdene915
[46] book
[42] #edchat
[37] #teachers

Top Words in Tweet in G1:
[40] #educhat
[14] ªà
[11] #edutwitter
[9] #education
[7] school
[6] make
[6] learning
[5] more
[5] read
[4] halloween

Top Words in Tweet in G2:
[60] #educhat
[56] #education
[50] #sel
[35] #k12
[30] rdene915
[29] #edtech
[29] book
[27] stories
[26] edumatchbooks
[25] grab

Top Words in Tweet in G3:
[26] couvrez
[26] co
[26] âž
[26] dã
[24] etwinningfrance
[22] propose
[22] digitale
[22] riques
[22] outils
[22] hayskzz0se

Top Words in Tweet in G4:
[32] #educhat
[30] #k12
[21] #edchat
[17] rdene915
[13] #education
[12] book
[12] #edtech
[12] projects
[11] save
[10] #edutwitter

Top Words in Tweet in G5:
[11] social
[11] openly
[11] schools
[11] public
[11] attack
[11] extremist
[11] history
[11] studies
[11] science
[11] math

Top Words in Tweet in G6:
[11] check
[9] šorganize
[9] coming
[9] #googledrawing
[9] explore
[9] graphing
[9] data
[9] halloween
[9] #googlesheetsðÿžƒ
[9] ðÿžƒhalloween

Top Words in Tweet in G7:
[9] analysis
[8] macbeth
[7] #gcse
[6] soliloquy
[6] lady
[6] comicsandlit
[6] uploaded
[6] includes
[6] macbeth's
[6] scene

Top Words in Tweet in G8:
[8] #elemmathchat
[8] wheel
[8] fun
[8] kiddos
[8] make
[8] made
[8] #2ndchat
[8] love
[8] counting
[8] skip

Top Words in Tweet in G9:
[2] uk
[2] digital
[2] #digitaltransformation
[2] future
[2] #education
[2] educaiton
[2] secondary

Top Words in Tweet in G10:
[4] need
[4] health
[4] till
[4] place
[4] before
[4] wait
[4] strategies
[4] mental
[4] late
[4] click

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[36] #education,#educhat
[28] educator,stories
[27] dã,couvrez
[27] âž,dã
[23] digitale,propose
[23] hayskzz0se,digitale
[23] numã,riques
[23] co,hayskzz0se
[23] propose,outils
[23] couvrez,#ladigitale

Top Word Pairs in Tweet in G1:
[8] ªà,ªà
[4] #educhat,#edutwitter
[3] #edutwitter,#education
[3] november,newsletter
[3] #edtech,#educhat
[2] newsletter,#primary
[2] #educhat,#teachertwitter
[2] #exam,#neetug2023
[2] #salseducation,#salsea
[2] #ks1,#primaryrocks

Top Word Pairs in Tweet in G2:
[21] educator,stories
[20] #education,#educhat
[13] grab,copy
[12] #sel,#edtech
[12] story,lessons
[12] lessons,one
[12] #education,#sel
[12] kid,taught
[12] things,wish
[12] one,kid

Top Word Pairs in Tweet in G3:
[26] dã,couvrez
[26] âž,dã
[22] couvrez,#ladigitale
[22] hayskzz0se,digitale
[22] co,hayskzz0se
[22] numã,riques
[22] propose,outils
[22] #ladigitale,co
[22] outils,numã
[22] digitale,propose

Top Word Pairs in Tweet in G4:
[13] #edchat,#educhat
[9] #education,#educhat
[7] #edchat,#edleaders
[7] #k12,#edtech
[7] #edu,#education
[7] #classroom,#k12
[7] #educhat,#teacher
[7] #teacher,#teachers
[7] #edleaders,#edu
[7] #teachers,#classroom

Top Word Pairs in Tweet in G5:
[11] math,history
[11] schools,teaching
[11] studies,kids
[11] science,math
[11] watch,extremist
[11] attack,public
[11] public,schools
[11] history,social
[11] republicans,openly
[11] social,studies

Top Word Pairs in Tweet in G6:
[9] coming,check
[9] #googledrawing,šorganize
[9] explore,#googledrawing
[9] check,halloween
[9] halloween,graphing
[9] ðÿžƒhalloween,coming
[9] šorganize,data
[9] #googlesheetsðÿžƒ,explore
[9] graphing,#googlesheetsðÿžƒ
[8] data,analâ

Top Word Pairs in Tweet in G7:
[6] scene,includes
[6] #gcse,macbeth
[6] lady,macbeth's
[6] macbeth,lady
[6] uploaded,analysis
[6] analysis,video
[6] soliloquy,act
[6] video,#gcse
[6] act,scene
[6] macbeth's,soliloquy

Top Word Pairs in Tweet in G8:
[8] skip,counting
[8] make,kiddos
[8] fun,make
[8] counting,fun
[8] kiddos,love
[8] made,wheel
[8] #2ndchat,#elemmathchat
[8] love,#2ndchat
[8] wheel,skip
[7] #elemmathchat,#iteachâ

Top Word Pairs in Tweet in G9:
[2] future,secondary
[2] uk,#digitaltransformation
[2] digital,future
[2] secondary,educaiton
[2] educaiton,uk
[2] #digitaltransformation,#education

Top Word Pairs in Tweet in G10:
[4] mental,health
[4] before,need
[4] need,click
[4] itâ,late
[4] place,before
[4] late,put
[4] till,itâ
[4] wait,till
[4] put,strategies
[4] strategies,mental

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@rdene915
@edumatchbooks
@etwinningfrance
@thriveinedu
@politics_pr
@educatoralex
@pintobeanz11
@pearse_margie
@getting_smart
@iste

Top Mentioned in G1:
@siopmodel

Top Mentioned in G2:
@rdene915
@edumatchbooks
@thriveinedu
@getting_smart
@iste
@routledgeeoe
@linc_pd
@definedstem
@buncee
@nearpod

Top Mentioned in G3:
@etwinningfrance

Top Mentioned in G4:
@rdene915
@educatoralex
@tvansoelen
@deals4teachers
@woodfromawoods
@thriveinedu
@ldaofamerica
@the74
@isaachieves
@chalkbeatny

Top Mentioned in G5:
@politics_pr

Top Mentioned in G6:
@pintobeanz11
@rdene915
@etwinningfrance

Top Mentioned in G7:
@comicsandlit
@team_english1

Top Mentioned in G8:
@pearse_margie

Top Mentioned in G9:
@drjacquebaxter
@beraedtech
@beranews
@ou_scilab
@covid_eduleader
@schoolgoverning
@ngamedia

Top Mentioned in G10:
@olympicmindset
@charhawk9
@chrisdysonht
@mrts_nqts
@schoolreading
@teamusa

Top Tweeters
Top Tweeters in Entire Graph:
@education_24x7
@pyscalellc
@b0tsci
@kvconner
@scalarhumanity
@bren_fieldx
@chrisdysonht
@lanitaz123
@rdene915
@ourblogginglife

Top Tweeters in G1:
@fromcanada_org
@tesforteachers
@teachboost
@protocoled
@theresourcehub2
@scqfpartnership
@halsburytravel
@siopmodel
@daisi_education
@janegoodallcan

Top Tweeters in G2:
@education_24x7
@pyscalellc
@rdene915
@buncee
@getting_smart
@cmdatascoop
@drmbedmunds
@iste
@nearpod
@goformative

Top Tweeters in G3:
@estibaliz43
@etwinningfrance
@sur_la_veille
@brigittecollomb
@freddav_2
@canope_24
@delestienne76
@canope_58
@qualiopi_veille
@canope_47

Top Tweeters in G4:
@jc_james_clark
@edutopia
@the74
@chalkbeatny
@kqededspace
@kklaster
@educatoralex
@isaachieves
@brookingsed
@ldaofamerica

Top Tweeters in G5:
@kvconner
@bren_fieldx
@lanitaz123
@politics_pr
@pittsburgh1982
@harrison__kc
@mikev58
@jestjoan
@ogerface
@greenstream11

Top Tweeters in G6:
@scalarhumanity
@markj_ohnson
@pintobeanz11
@rsaholdings
@mimg1225
@tkstramb
@a_garcia25
@amyintegr8
@leahherold301

Top Tweeters in G7:
@team_english1
@helanvictoria
@sarahmurrayv
@mrsmacteach33
@comicsandlit
@rosa_m1234
@starkey251
@stephenjpaul_

Top Tweeters in G8:
@kloneal2
@pearse_margie
@davesurdovel
@dcraig42
@sunshinesylvia8
@kathleenpeercy
@thindermeier
@ichoose2teach

Top Tweeters in G9:
@schoolgoverning
@drjacquebaxter
@ngamedia
@andresmoralespm
@beranews
@covid_eduleader
@ou_scilab
@beraedtech

Top Tweeters in G10:
@chrisdysonht
@teamusa
@schoolreading
@mrts_nqts
@pearsonschools
@1mrbroad
@charhawk9
@olympicmindset


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