educhat, Twitter, 5/16/2022 5:51:43 PM, 276445


FAQ | Problem?

educhat_2022-05-16_03-15-01.xlsx
educhat_2022-05-16_03-15-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 16, 2022
Short Description:
educhat via NodeXL https://bit.ly/3MAewuF
@educatoralex
@education_24x7
@eduscene
@getactionaly
@yesfutures
@rdene915
@educationbnb
@tes
@mrlev
@scalarhumanity

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

Description:
Description
The graph represents a network of 1,420 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, 16 May 2022 at 10:17 UTC.

The requested start date was Monday, 16 May 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, 22-hour, 44-minute period from Monday, 02 May 2022 at 01:15 UTC to Monday, 16 May 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 : 1420
Unique Edges : 732
Edges With Duplicates : 3293
Total Edges : 4025
Number of Edge Types : 5
Replies to : 29
Mentions : 627
Retweet : 1304
MentionsInRetweet : 1587
Tweet : 478
Self-Loops : 503
Reciprocated Vertex Pair Ratio : 0.0502225047679593
Reciprocated Edge Ratio : 0.0956416464891041
Connected Components : 176
Single-Vertex Connected Components : 83
Maximum Vertices in a Connected Component : 793
Maximum Edges in a Connected Component : 2788
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.443372
Graph Density : 0.000819859254186146
Modularity : 0.390033
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1,420 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, 16 May 2022 at 10:17 UTC.

The requested start date was Monday, 16 May 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, 22-hour, 44-minute period from Monday, 02 May 2022 at 01:15 UTC to Monday, 16 May 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 : 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:
[71] https://www.rdene915.com/
[55] 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
[30] https://www.amazon.com/gp/product/B08269NT8Y/ref=dbs_a_def_rwt_bibl_vppi_i8
[29] 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
[21] https://anchor.fm/rdene915
[19] https://docs.google.com/forms/d/e/1FAIpQLSdM8Xj0Hpqsdf9KzT2KfUbBbB60Fx_XAurE7EtsMsJIu9TuUg/viewform?usp=sf_link
[18] https://us02web.zoom.us/meeting/register/tZwtd-2tpjkuH929nNJQqC_GjISm9or_dB05
[12] https://www.gettingsmart.com/author/rachelle/
[12] https://www.eventbrite.co.uk/e/dig-deeper-into-gender-and-identity-tickets-256667498397
[10] https://www.definedstem.com/blog/preparing-for-the-future-creating-supportive-digital-learning-spaces/

Top URLs in Tweet in G1:
[15] https://us02web.zoom.us/meeting/register/tZwtd-2tpjkuH929nNJQqC_GjISm9or_dB05
[8] https://youtu.be/KoGjNN2QQ1I
[4] https://docs.google.com/forms/d/e/1FAIpQLScUztTEvl5vtd63NkR4a6siz8wf9AWuguhzKaw8Yi7lW4rT5g/viewform?usp=sf_link
[3] https://docs.google.com/forms/d/e/1FAIpQLScghuSSpB-rAJlQ_gen3yFs7jG4lyFLNGbdMcNVvFPH9JdP2w/viewform?usp=sf_link
[3] https://www.smore.com/qcgxs

Top URLs in Tweet in G2:
[70] https://www.rdene915.com/
[55] 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
[30] https://www.amazon.com/gp/product/B08269NT8Y/ref=dbs_a_def_rwt_bibl_vppi_i8
[29] 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
[21] https://anchor.fm/rdene915
[19] https://docs.google.com/forms/d/e/1FAIpQLSdM8Xj0Hpqsdf9KzT2KfUbBbB60Fx_XAurE7EtsMsJIu9TuUg/viewform?usp=sf_link
[12] https://www.gettingsmart.com/author/rachelle/
[10] https://www.definedstem.com/blog/preparing-for-the-future-creating-supportive-digital-learning-spaces/
[9] https://ide.codeskool.cc
[8] https://www.edumatch.org/post/building-sel-and-skills-for-the-future

Top URLs in Tweet in G3:
[2] https://www.youtube.com/watch?v=2tZ89U4LCjg&feature=youtu.be

[2] https://docs.google.com/forms/d/e/1FAIpQLScghuSSpB-rAJlQ_gen3yFs7jG4lyFLNGbdMcNVvFPH9JdP2w/viewform?usp=sf_link
[2] http://www.grebotdonnelly.com/pupil-recruitment-marketing-workshop
[2] http://www.grebotdonnelly.com/teacher-recruitment-marketing-workshop
[2] https://cryptozoa.com/underpaid-uk-teachers-need-to-do-this-before-its-too-late-25ff8c21f30a
[1] https://www.2peasandadog.com/2020/09/graffiti-brainstorm-teaching-strategy.html?utm_sq=grbayrjygp
[1] https://twitter.com/art_cathyhunt/status/1521027011464077314
[1] https://pix11.com/news/local-news/new-jersey/community-outraged-by-allegations-of-racism-against-nj-principal/amp/
[1] https://www.texastribune.org/2022/04/28/texas-teacher-certification/
[1] https://youtu.be/MyYGKTYCgtg

Top URLs in Tweet in G4:
[12] https://www.eventbrite.co.uk/e/dig-deeper-into-gender-and-identity-tickets-256667498397
[5] https://www.cjonline.com/story/news/education/2022/05/10/topeka-public-schools-501-ddos-cyberattack-warfare/9674411002/
[3] https://www.earlyyearseducator.co.uk/features/article/pioneers-vasily-sukhomlinsky-1918-1970?utm_term=Autofeed&utm_medium=Social&utm_source=Twitter#Echobox=1651924662
[3] https://www.earlyyearseducator.co.uk/features/article/curriculum-more-than-just-a-framework?utm_term=Autofeed&utm_medium=Social&utm_source=Twitter#Echobox=1651965784
[3] https://www.facebook.com/groups/studycatcommunity/
[2] https://www.earlyyearseducator.co.uk/features/article/development-early-literacy-through-music?utm_term=Autofeed&utm_medium=Social&utm_source=Twitter#Echobox=1651733651
[2] https://www.earlyyearseducator.co.uk/features/article/best-practice-expressive-arts-and-active-play?utm_term=Autofeed&utm_medium=Social&utm_source=Twitter#Echobox=1651878177
[2] https://www.nurseryworld.co.uk/nursery-world-exchange
[2] https://www.wbtv.com/2022/05/11/medic-17-hurt-crash-involving-school-bus-south-charlotte/
[2] https://www.instagram.com/accounts/login/?next=/reel/CdCb-4LsU4E/

Top URLs in Tweet in G6:
[1] https://kentpsych.eu.qualtrics.com/jfe/form/SV_3vYAZXP2yO1XppI

Top URLs in Tweet in G7:
[6] https://www.yesfutures.org/upcoming-events
[3] https://yesfutures.activehosted.com/f/3
[3] https://yesfutures.org/mental-health-resources
[1] https://www.eventbrite.co.uk/e/finding-futures-drop-in-session-tickets-330697784977
[1] https://www.netsupportsoftware.com/rise-magazine/
[1] http://ow.ly/Ff8e50HUrY9
[1] https://twitter.com/ealacademy/status/1524641693018083328
[1] https://www.youtube.com/watch?v=2TW41qunVKM&feature=youtu.be

[1] https://www.thetimes.co.uk/article/times-education-commission-the-skills-children-need-for-life-are-obvious-we-just-need-to-teach-them-wjff7kqxk
[1] https://tinyvoicetalks.buzzsprout.com/

Top URLs in Tweet in G9:
[2] https://educationaltechnology.net/formative-and-summative-assessment/

Top URLs in Tweet in G10:
[4] https://teacherhead.com/2019/09/27/signposting-the-hinterland-practical-ways-to-enrich-your-core-curriculum/
[1] https://pickerwheel.com/

Top Domains
Top Domains in Tweet in Entire Graph:
[117] amazon.com
[97] co.uk
[72] rdene915.com
[53] twitter.com
[38] google.com
[25] anchor.fm
[21] k12prospects.com
[18] youtube.com
[18] zoom.us
[12] gettingsmart.com

Top Domains in Tweet in G1:
[15] zoom.us
[8] youtu.be
[7] google.com
[3] smore.com

Top Domains in Tweet in G2:
[117] amazon.com
[71] rdene915.com
[25] anchor.fm
[21] k12prospects.com
[21] google.com
[14] twitter.com
[12] gettingsmart.com
[10] youtube.com
[10] definedstem.com
[10] codeskool.cc

Top Domains in Tweet in G3:
[9] twitter.com
[4] co.uk
[4] grebotdonnelly.com
[3] youtube.com
[3] google.com
[2] teachingkidsnews.com
[2] mailchi.mp
[2] daisi.education
[2] edsurge.com
[2] cryptozoa.com

Top Domains in Tweet in G4:
[52] co.uk
[5] cjonline.com
[3] twitter.com
[3] facebook.com
[3] thepeproject.com
[2] wbtv.com
[2] instagram.com
[2] gov.uk
[2] viaafrika.com
[1] thegoodproject.org

Top Domains in Tweet in G6:
[1] qualtrics.com

Top Domains in Tweet in G7:
[9] yesfutures.org
[3] activehosted.com
[2] co.uk
[2] socratesheadofschool.com
[1] netsupportsoftware.com
[1] ow.ly
[1] twitter.com
[1] youtube.com
[1] buzzsprout.com
[1] thnk.org

Top Domains in Tweet in G9:
[2] educationaltechnology.net

Top Domains in Tweet in G10:
[4] teacherhead.com
[1] pickerwheel.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[926] educhat
[455] education
[237] edutwitter
[229] edtech
[224] edchat
[200] k12
[196] sel
[124] teachers
[99] teacher
[98] edleaders



Top Hashtags in Tweet in G1:
[36] edchat
[35] teacher
[30] educhat
[29] edleaders
[29] education
[23] principals
[21] teachers
[16] etcoach
[16] educoach
[16] instructionalcoach

Top Hashtags in Tweet in G2:
[327] educhat
[295] education
[193] sel
[181] k12
[161] edtech
[84] edutwitter
[79] edchat
[66] ai
[57] stem
[45] edleaders

Top Hashtags in Tweet in G3:
[114] educhat
[38] edutwitter
[35] education
[22] edchat
[18] teacher
[14] edleaders
[14] edu
[14] teachertwitter
[13] teaching
[12] principals

Top Hashtags in Tweet in G4:
[100] educhat
[46] eyfs
[42] eymatters
[42] eytalking
[38] eybluk
[38] eyshare
[38] teamec
[37] keyu
[32] earlyyears
[28] eysharing

Top Hashtags in Tweet in G5:
[64] competition
[1] rt
[1] library
[1] librarians
[1] readingforpleasure
[1] educhat
[1] bookgiveaway
[1] childrensbooks

Top Hashtags in Tweet in G6:
[1] edutwitter
[1] educhat

Top Hashtags in Tweet in G7:
[29] educhat
[7] edutwitter
[7] education
[6] findingfutures
[6] risingfutures
[6] studentwellbeing
[4] wellbeinginschools
[4] wellbeing
[4] tinyvoicetalks
[4] edchat

Top Hashtags in Tweet in G8:
[5] educhat
[4] educationmatters
[4] education
[3] letslocalise
[2] letslocalisecommunity
[2] letslocalisethefuture
[1] summer
[1] summerfair
[1] activities
[1] growatschool

Top Hashtags in Tweet in G9:
[5] educhat
[3] librarytwitter
[2] edtech
[2] learning
[2] edchat
[2] ntchat

Top Hashtags in Tweet in G10:
[11] educhat
[4] schoolpromo
[3] teaching
[2] eduteach
[2] curriculum
[2] schoolfilm
[2] schoolmarketing
[2] school
[2] film
[2] promotion

Top Words
Top Words in Tweet in Entire Graph:
[923] #educhat
[643] educatoralex
[455] #education
[379] win
[376] day
[369] teacher
[361] week
[361] amazon
[345] 50
[329] each

Top Words in Tweet in G1:
[619] educatoralex
[302] tweet
[301] happy
[301] teacher
[301] appreciation
[301] week
[301] enter
[301] win
[301] 50
[301] amazon

Top Words in Tweet in G2:
[324] #educhat
[295] #education
[233] rdene915
[193] #sel
[181] #k12
[161] #edtech
[133] book
[109] great
[109] stories
[95] educator

Top Words in Tweet in G3:
[114] #educhat
[38] #edutwitter
[35] #education
[22] #edchat
[18] #teacher
[17] students
[15] teachers
[14] #edleaders
[14] #edu
[14] #teachertwitter

Top Words in Tweet in G4:
[100] #educhat
[45] #eyfs
[42] #eymatters
[42] #eytalking
[38] #eybluk
[38] #eyshare
[38] #teamec
[37] #keyu
[37] eyeearlyed
[32] #earlyyears

Top Words in Tweet in G5:
[64] #competition
[64] time
[64] win
[64] one
[64] signed
[64] copies
[64] middle
[64] grade
[64] adventure
[64] primary

Top Words in Tweet in G6:
[46] calling
[46] primary
[46] school
[46] teachers
[46] support
[46] staff
[46] england
[46] esrc
[46] funded
[46] survey

Top Words in Tweet in G7:
[29] #educhat
[17] school
[13] support
[12] students
[12] resources
[11] leaders
[9] heard
[9] drop
[9] sessions
[8] find

Top Words in Tweet in G8:
[5] #educhat
[4] #educationmatters
[4] #education
[3] #letslocalise
[2] devoranschool
[2] grangeharrow
[2] stjosbarlick
[2] #letslocalisecommunity
[2] #letslocalisethefuture

Top Words in Tweet in G9:
[28] school
[28] librarians
[28] books
[28] ts
[28] read
[28] summer
[28] compiling
[28] list
[28] blog
[28] article

Top Words in Tweet in G10:
[11] #educhat
[6] curriculum
[6] team
[6] today
[5] teacherhead
[4] staff
[4] sharing
[4] article
[4] champions
[4] stimulate

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[309] happy,teacher
[308] teacher,appreciation
[308] appreciation,week
[308] week,enter
[308] enter,win
[308] win,50
[308] 50,amazon
[308] amazon,gc
[308] gc,each
[308] each,day

Top Word Pairs in Tweet in G1:
[301] happy,teacher
[301] teacher,appreciation
[301] appreciation,week
[301] week,enter
[301] enter,win
[301] win,50
[301] 50,amazon
[301] amazon,gc
[301] gc,each
[301] each,day

Top Word Pairs in Tweet in G2:
[113] #education,#educhat
[86] educator,stories
[80] #sel,#edtech
[59] #education,#sel
[53] books,available
[53] available,amazon
[50] #educhat,#k12
[49] many,ideas
[47] time,book
[46] true,story

Top Word Pairs in Tweet in G3:
[22] #education,#educhat
[13] #edutwitter,#educhat
[12] #edchat,#edleaders
[12] #edleaders,#edu
[12] #edu,#education
[10] #educhat,#parents
[10] #parents,#principals
[10] #principals,#student
[10] #student,#teacher
[10] #teacher,#superintendents

Top Word Pairs in Tweet in G4:
[37] #eybluk,#eymatters
[37] #eymatters,#eytalking
[37] #keyu,#eyshare
[33] #educhat,#eyfs
[29] #earlyyears,#teamec
[29] #teamec,#eybluk
[28] #eyfs,#eysharing
[28] #eytalking,#keyu
[28] gender,identity
[26] #eyshare,#educhat

Top Word Pairs in Tweet in G5:
[64] #competition,time
[64] time,win
[64] win,one
[64] one,signed
[64] signed,copies
[64] copies,middle
[64] middle,grade
[64] grade,adventure
[64] primary,school
[64] school,library

Top Word Pairs in Tweet in G6:
[46] calling,primary
[46] primary,school
[46] school,teachers
[46] teachers,support
[46] support,staff
[46] staff,england
[46] england,esrc
[46] esrc,funded
[46] funded,survey
[46] survey,exploring

Top Word Pairs in Tweet in G7:
[11] school,leaders
[9] drop,sessions
[9] support,students
[8] find,support
[6] heard,drop
[6] sessions,school
[6] leaders,find
[6] #studentwellbeing,#educhat
[5] students,coaching
[5] coaching,part

Top Word Pairs in Tweet in G8:
[4] #educationmatters,#education
[4] #education,#educhat
[2] devoranschool,grangeharrow
[2] #letslocalise,#letslocalisecommunity
[2] #letslocalisecommunity,#educationmatters

Top Word Pairs in Tweet in G9:
[28] school,librarians
[28] librarians,books
[28] books,ts
[28] ts,read
[28] read,summer
[28] summer,compiling
[28] compiling,list
[28] list,blog
[28] blog,article
[27] emilyforedu,school

Top Word Pairs in Tweet in G10:
[4] sharing,article
[4] article,teacherhead
[4] teacherhead,curriculum
[4] curriculum,champions
[4] champions,team
[4] team,today
[4] today,stimulate
[3] #schoolpromo,#educhat
[3] bcteaching,sharing
[3] stimulate,thinkiâ

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@educatoralex
@rdene915
@itsmeeloise
@edumatchbooks
@thriveinedu
@alibody1
@create_edu_proj
@eyeearlyed
@emilyforedu
@k12prospects

Top Mentioned in G1:
@educatoralex
@victoriathetech

Top Mentioned in G2:
@rdene915
@edumatchbooks
@thriveinedu
@k12prospects
@justmotehq
@hacktronicsin
@educatoralex
@getactionaly
@getting_smart
@terracemetrics

Top Mentioned in G3:
@2peasandadog
@mradampe
@nisha_malhotra_
@inspiradora_la
@wearethelecc
@adamgoodridge18

Top Mentioned in G4:
@eyeearlyed
@famlyhq
@readygen
@cikrosintel
@c4chaplaincy
@trev_mackenzie
@viaafrikaza
@tapestry_fsf
@tokens_for
@educatoradele

Top Mentioned in G5:
@itsmeeloise

Top Mentioned in G6:
@alibody1

Top Mentioned in G7:
@mrlev
@tes
@well_schools
@adrianbethune
@danielpink
@rsylvestertimes
@toriaclaire
@socheadofschool
@markaengstrom
@deputygrocott

Top Mentioned in G8:
@grangeharrow
@stjosbarlick
@handforthgrange
@winnershprimary
@yewtreesandwell
@blackburn_prim
@crosthwaitesch
@priorsschool
@coftonschool
@cgprimaryschool

Top Mentioned in G9:
@emilyforedu
@tcea
@edtechnet

Top Mentioned in G10:
@teacherhead
@beechwoodschoo1
@bcteaching
@educendowfoundn
@dylanwiliam
@schoolreel
@educhat
@teamsquarepeg
@clinpsychlucy
@biggreenbooks

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@cybersecurityn8
@fabriciosx
@education_24x7
@calcaware
@mentalhealthbo5
@bbcnews
@procm2
@usatoday
@ebooklingo

Top Tweeters in G1:
@mathgril
@nplace1
@rrhondasutton
@sarahdateechur
@iamthe_greatone
@mysticism88
@reallycool31
@mrhappy1515
@mrsoteachesk
@beekks1

Top Tweeters in G2:
@fabriciosx
@education_24x7
@calcaware
@mentalhealthbo5
@jccordero28
@iamdrwill
@scalarhumanity
@robotconsumer
@rdene915
@manifattura40

Top Tweeters in G3:
@designthinkbot
@politics_pr
@sprintbaseb
@pa
@inspirationeast
@liberationwork
@art_cathyhunt
@travislape
@mradampe
@froehlichm

Top Tweeters in G4:
@sectest9
@cybersecurityn8
@sue_cowley
@eytalking
@signoramac
@henleysecnethia
@thelangbot
@tommybrowniii1
@dr_pam_jarvis
@trev_mackenzie

Top Tweeters in G5:
@louiestowell
@ambertwemlow
@baile1kim1
@lindsaygalvin
@paulwat5
@cats_herding
@kathvbtn
@snakefollower
@shirleylouise6
@nlage2110

Top Tweeters in G6:
@cawalsh
@loicmnzs
@pennywpennyw
@eahardie
@alexstevenskent
@happyhead74
@kerryjordandaus
@rob86uk
@madderose
@stowdawn

Top Tweeters in G7:
@ukedchat
@teachertoolkit
@teachleadaali
@tes
@piecorbett
@toriaclaire
@teacherpaul1978
@adrianbethune
@deputygrocott
@danielpink

Top Tweeters in G8:
@chrisdysonht
@cognizant
@yewtreesandwell
@weare_lcb
@crosthwaitesch
@a_mcgeeney
@letslocalise
@roundhayschool
@kingedprimary
@leedseastway

Top Tweeters in G9:
@mgcjusa
@theemzwandile
@tcea
@clovid01
@drtlovesbooks
@blewistexas
@tmclain903
@smoore_teach
@anasalqudairy
@brennapappert

Top Tweeters in G10:
@paulgarvey4
@biggreenbooks
@teacherhead
@teacherglitter
@nsriazat
@clinpsychlucy
@marymered
@alicehoylepshe
@dylanwiliam
@menteachprimary