#EARLI2023, Twitter, 8/28/2023 12:40:57 AM, 292317


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#EARLI2023 Twitter NodeXL SNA Map and Report for Sunday, 27 August 2023 at 21:58 UTC
#EARLI2023 Twitter NodeXL SNA Map and Report for Sunday, 27 August 2023 at 21:58 UTC
From:
marc_smith
Uploaded on:
August 28, 2023
Short Description:
#EARLI2023 via NodeXL https://bit.ly/3smxijG
@earli2023
@earli_office
@wcarey
@margaridaromero
@creasmartedtech
@ernestopanadero
@flavinska72
@juusonieminen
@jotondeur
@ejamesbrabham

Top hashtags:
#EARLI2023
#earli2023
#Thessaloniki
#JURE2023
#AI
#education
#TPACK

Description:
Description
The graph represents a network of 569 Twitter users whose recent tweets contained "#EARLI2023", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 20,000 tweets, tweeted between 8/20/2023 2:58:42 PM and 8/27/2023 2:58:42 PM. The network was obtained from Twitter on Sunday, 27 August 2023 at 22:13 UTC.

The tweets in the network were tweeted over the 208-day, 22-hour, 20-minute period from Monday, 30 January 2023 at 21:11 UTC to Sunday, 27 August 2023 at 19:31 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

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 : 569
Unique Edges : 1041
Edges With Duplicates : 876
Total Edges : 1917
Number of Edge Types : 8
Retweet : 467
MentionsInRetweet : 441
Tweet : 193
Mentions : 509
Quote : 54
MentionsInQuote : 64
MentionsInReplyTo : 112
Replies to : 77
Self-Loops : 338
Reciprocated Vertex Pair Ratio : 0.114553990610329
Reciprocated Edge Ratio : 0.205560235888795
Connected Components : 47
Single-Vertex Connected Components : 28
Maximum Vertices in a Connected Component : 477
Maximum Edges in a Connected Component : 1804
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.56237
Graph Density : 0.00367273942424317
Modularity : 0.437815
NodeXL Version : 1.0.1.520
Graph Gallery URL : https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=292315
Data Import : The graph represents a network of 569 Twitter users whose recent tweets contained "#EARLI2023", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 20,000 tweets, tweeted between 8/20/2023 2:58:42 PM and 8/27/2023 2:58:42 PM. The network was obtained from Twitter on Sunday, 27 August 2023 at 22:13 UTC.

The tweets in the network were tweeted over the 208-day, 22-hour, 20-minute period from Monday, 30 January 2023 at 21:11 UTC to Sunday, 27 August 2023 at 19:31 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch3
Graph Term : #EARLI2023
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 : In-Degree

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[2] https://www.mdpi.com/journal/education/announcements/6518
[2] https://www.earli.org/events/earli2023
[1] https://twitter.com/GomezMerino_N/status/1695044456871801327?s=20
[1] https://biologygroup.net.technion.ac.il/2023/08/26/paper-presentation-earli-2023/
[1] https://drive.google.com/file/d/1ACnHYFpxa4T-H5OpPBDcss80yZCZEVEJ/view?usp=sharing
[1] https://www.google.com/maps/d/edit?mid=1NC3GX9ZZJ-xCj11EILYJMgyLytC2-Pc&usp=sharing
[1] https://duuniskooppi.fi/
[1] https://www.sciencedirect.com/science/article/pii/S0959475223000749
[1] https://www.si-pass.lu.se/en/frontpage
[1] https://tlu.cit.ie/raft-2_-reimagining-assessment-and-feedback-together-2

Top URLs in Tweet in G1:
[1] https://my.walls.io/EARLI2023
[1] http://bit.ly/EARLI2023-SPOTS
[1] https://www.google.com/maps/d/edit?mid=1NC3GX9ZZJ-xCj11EILYJMgyLytC2-Pc&usp=sharing
[1] https://www.earli.org/events/earli2023
[1] https://earli.org/events/earli2023
[1] https://metricool.com/hashtag-tracker/
[1] http://mangold-international.com/en/products/ed
[1] http://earli.org/events/earli20

Top URLs in Tweet in G2:
[1] https://duuniskooppi.fi/
[1] https://forms.gle/XGsbdsoR6FcosqeR6

Top URLs in Tweet in G3:
[1] https://www.sciencedirect.com/science/article/pii/S1747938X19301630
[1] https://twitter.com/GomezMerino_N/status/1695044456871801327?s=20
[1] https://drive.google.com/file/d/1GpYzV8SupBxjfB433pPb8r8nWYAVWc4m/view?usp=share_link
[1] https://drive.google.com/file/d/1ACnHYFpxa4T-H5OpPBDcss80yZCZEVEJ/view?usp=sharing
[1] https://www.earli.org/events/earli2023
[1] https://tinyurl.com/OnlineLearningInstruction

Top URLs in Tweet in G6:
[1] https://www.sciencedirect.com/science/article/pii/S0959475223000749
[1] https://www.si-pass.lu.se/en/frontpage
[1] https://tlu.cit.ie/raft-2_-reimagining-assessment-and-feedback-together-2

Top URLs in Tweet in G7:
[1] https://biologygroup.net.technion.ac.il/2023/08/26/paper-presentation-earli-2023/

Top URLs in Tweet in G9:
[1] https://www.relpaed.kath.theologie.uni-mainz.de/poplar-dilemma/
[1] https://journals.sagepub.com/doi/10.1177/17461979221114549
[1] https://www.researchgate.net/profile/Mark-Jonas-3

Top URLs in Tweet in G10:
[1] https://www.tandfonline.com/doi/abs/10.1080/21532974.2023.2247480?journalCode=ujdl20
[1] https://www.ejmste.com/download/detecting-and-visualizing-research-trends-of-blended-learning-a-bibliometric-analysis-of-studies-13592.pdf
[1] https://www.researchgate.net/publication/372056917_Untangling_the_Great_online_transition_A_network_model_of_teachers'_experiences_with_online_practices
[1] https://sites.research.unimelb.edu.au/learn-network

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[704] EARLI2023
[88] earli2023
[20] Thessaloniki
[17] JURE2023
[16] AI
[15] education
[14] TPACK
[14] Earli2023
[13] learning
[13] LETOulu



Top Hashtags in Tweet in G1:
[190] EARLI2023
[15] earli2023
[11] EARLI23
[8] education
[6] coding
[5] Thessaloniki
[5] observationstudies
[5] video
[5] observation
[5] videoanalysis

Top Hashtags in Tweet in G2:
[98] EARLI2023
[13] LETOulu
[12] earli2023
[9] LETresearch
[7] LETpeople
[6] LETgoesEARLI2023
[5] LearningAnalytics
[4] UniOulu
[4] SSRL
[3] Thessaloniki

Top Hashtags in Tweet in G3:
[103] EARLI2023
[25] earli2023
[3] Thessaloniki
[3] HigherEd
[3] teacher
[3] eyetracking
[2] expertise
[2] AI
[2] LearningAnalytics
[2] JURE2023

Top Hashtags in Tweet in G4:
[18] EARLI2023
[4] MathsAnxiety
[3] mathsanxiety
[2] Earli2023
[1] LoveThessaloniki
[1] Thessaloniki
[1] AUTH
[1] earli2023
[1] sowingtheseedsofhope

Top Hashtags in Tweet in G5:
[34] EARLI2023
[4] earli2023
[4] Servicetweet
[4] VR
[4] learning
[2] readyforaction
[2] TPACK
[1] readyforACTion
[1] corepractices
[1] universitätfreiburg

Top Hashtags in Tweet in G6:
[16] earli2023
[13] EARLI2023
[4] Earli2023
[4] efye2023
[3] peerlearningworks
[3] learning
[3] research
[2] FeedbackLiteracy
[2] SenseofBelonging
[2] efye2024

Top Hashtags in Tweet in G7:
[26] EARLI2023
[1] earli
[1] multimedialearning
[1] conference
[1] RepTaL
[1] ScienceEd
[1] JURE
[1] Chandrayaan3
[1] iphone15promax
[1] Ealvish

Top Hashtags in Tweet in G8:
[36] EARLI2023
[3] JURE2023
[2] Thessaloniki
[2] learningfromerrors
[1] earli2023
[1] dyslexia
[1] ECE
[1] EdUHK
[1] JURE
[1] learn

Top Hashtags in Tweet in G9:
[54] EARLI2023
[12] SIG19
[5] ContextsOfYouthsInclusion
[5] Earli2023
[4] ICCS2016
[4] ICCS
[4] PhD
[3] ReligiousEducation
[3] EARLISIG19
[3] HistoricalAwareness

Top Hashtags in Tweet in G10:
[10] TPACK
[10] ChatGPT
[10] AI
[10] Digital
[6] EARLI2023
[5] edtech
[4] education
[3] VUB
[3] digital
[2] edchat

Top Words
Top Words in Tweet in Entire Graph:
[807] #earli2023
[270] earli2023
[171] conference
[139] symposium
[124] learning
[122] today
[105] research
[97] thessaloniki
[86] day
[84] great

Top Words in Tweet in G1:
[207] #earli2023
[128] earli2023
[75] conference
[42] thessaloniki
[25] today
[23] day
[22] research
[21] great
[20] looking
[20] keynote

Top Words in Tweet in G2:
[110] #earli2023
[47] earli2023
[42] learning
[34] symposium
[29] let_oulu
[28] research
[27] presenting
[20] education
[19] srl
[18] ai

Top Words in Tweet in G3:
[128] #earli2023
[47] assessment
[36] self
[33] earli2023
[32] symposium
[30] today
[27] learning
[24] juusonieminen
[23] earli_office
[21] members

Top Words in Tweet in G4:
[21] #earli2023
[17] krzysztofcipora
[17] dr_tom_hunt
[12] kmorsanyi
[10] aristoteleio
[10] drflogabriel
[9] univofmacedonia
[9] drflaviahsantos
[9] ejamesbrabham
[9] flavinska72

Top Words in Tweet in G5:
[38] #earli2023
[18] sig
[16] symposium
[12] conference
[11] invited
[11] day
[10] tuecede
[10] learning
[8] thanks
[7] hope

Top Words in Tweet in G6:
[33] #earli2023
[10] earlisig4
[9] conference
[7] welcome
[7] earli2023
[6] students
[5] noting
[5] more
[5] work
[5] looking

Top Words in Tweet in G7:
[27] #earli2023
[10] conference
[10] thessaloniki
[8] first
[6] present
[4] excited
[4] study
[4] finally
[4] ह
[4] today

Top Words in Tweet in G8:
[37] #earli2023
[13] earli2023
[11] conference
[8] dr
[7] see
[6] thank
[6] keynote
[6] symposium
[6] more
[5] one

Top Words in Tweet in G9:
[61] #earli2023
[18] anulkimanen
[12] #sig19
[12] research
[11] khalilisamane
[10] ethnic
[10] minority
[9] session
[9] unseralex1
[9] present

Top Words in Tweet in G10:
[13] #digital
[13] jotondeur
[12] interesting
[11] paper
[10] #ai
[10] punyamishra
[10] generative
[10] #tpack
[10] journal
[10] #chatgpt

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[56] #earli2023,conference
[52] earli2023,#earli2023
[51] looking,forward
[26] day,#earli2023
[24] #earli2023,earli2023
[24] earli_office,#earli2023
[23] today,#earli2023
[23] self,assessment
[22] invited,symposium
[19] #earli2023,thessaloniki

Top Word Pairs in Tweet in G1:
[21] #earli2023,conference
[20] earli2023,#earli2023
[17] looking,forward
[12] conference,day
[10] welcome,#earli2023
[10] honored,present
[9] thessaloniki,today
[9] day,20th
[9] today,first
[9] delighted,see

Top Word Pairs in Tweet in G2:
[16] earli2023,#earli2023
[12] regulated,learning
[12] self,regulated
[11] research,ai
[11] #earli2023,symposium
[11] symposium,advancing
[10] srl,research
[10] full,house
[9] house,earli2023
[9] ai,excellent

Top Word Pairs in Tweet in G3:
[23] self,assessment
[18] earli_office,#earli2023
[12] members,meeting
[12] #earli2023,attend
[12] meeting,yesterday
[12] yesterday,present
[12] attend,sig1
[12] sig1,members
[12] those,missing
[12] missing,#earli2023

Top Word Pairs in Tweet in G4:
[11] kmorsanyi,krzysztofcipora
[9] univofmacedonia,aristoteleio
[8] aristoteleio,drflogabriel
[8] dr_tom_hunt,kmorsanyi
[8] drflogabriel,dr_tom_hunt
[7] symposium,#earli2023
[7] drflaviahsantos,univofmacedonia
[7] #mathsanxiety,symposium
[6] funded,work
[6] nuffieldfound,funded

Top Word Pairs in Tweet in G5:
[8] invited,symposium
[6] #earli2023,tuecede
[6] #earli2023,conference
[5] sig,invited
[4] day,sig
[4] start,day
[4] #learning,lunch
[4] #earli2023,sig
[4] vr,learning
[4] #vr,#learning

Top Word Pairs in Tweet in G6:
[5] looking,forward
[4] fan,conference
[4] receive,fan
[4] pack,#earli2023
[4] hot,receive
[4] conference,welcome
[4] welcome,pack
[4] know,hot
[3] karleybeckman,know
[2] around,#senseofbelonging

Top Word Pairs in Tweet in G7:
[6] #earli2023,conference
[4] conference,thessaloniki
[3] looking,forward
[2] first,study
[2] excited,attend
[2] स,त
[2] thessaloniki,looking
[2] finally,thessaloniki
[2] results,first
[2] र,स

Top Word Pairs in Tweet in G8:
[4] keynote,#earli2023
[3] dr,gao
[3] involvement,learning
[3] researchers,dr
[3] see,friday
[3] interested,parental
[3] discuss,interesting
[3] learning,ece
[3] gao,xiaozi
[3] friday,morning

Top Word Pairs in Tweet in G9:
[8] ethnic,minority
[6] khalilisamane,presented
[6] #earli2023,#sig19
[5] anulkimanen,khalilisamane
[5] university,macedonia
[5] role,religion
[5] religion,ethnic
[4] minority,groups
[4] khalilisamane,present
[4] day,#earli2023

Top Word Pairs in Tweet in G10:
[10] paper,punyamishra
[10] #ai,journal
[10] punyamishra,#tpack
[10] #tpack,age
[10] #chatgpt,generative
[10] #digital,learning
[10] interesting,paper
[10] journal,#digital
[10] generative,#ai
[10] age,#chatgpt

Top Replied-To
Top Replied-To in Entire Graph:
@earli2023
@andynguyenoulu
@sannajarvela
@galesinatra
@gomezmerino_n
@kristiina_raiha
@pinedo_leire
@ahmadkhudaija
@drflaviahsantos
@tormanentiina

Top Replied-To in G1:
@earli2023
@galesinatra
@allisonl
@dangeni_
@dgps_paedpsych
@davidjpurpura

Top Replied-To in G2:
@andynguyenoulu
@sannajarvela
@mladenrakovic
@hjarveno
@tormanentiina

Top Replied-To in G3:
@davidgilani
@gomezmerino_n
@murtonen_mari
@earli_office
@dcu_ioe
@ppdcuioe
@pinedo_leire
@cellaresearch
@lcatrysse
@halszkajarodzka

Top Replied-To in G4:
@ahmadkhudaija
@drflaviahsantos

Top Replied-To in G6:
@juusonieminen
@ejamesbrabham
@stefantsiegel
@samarrs

Top Replied-To in G7:
@earli2023

Top Replied-To in G8:
@earli2023

Top Replied-To in G9:
@anulkimanen
@daenemarque
@martinubani
@earli2023

Top Replied-To in G10:
@karleybeckman

Top Mentioned
Top Mentioned in Entire Graph:
@earli2023
@earli_office
@juusonieminen
@let_oulu
@margaridaromero
@anulkimanen
@earlisig1
@ernestopanadero
@galesinatra
@pinedo_leire

Top Mentioned in G1:
@earli2023
@earli_office
@galesinatra
@mangoldint
@earlisig8
@murtonen_mari
@juusonieminen
@aimiebrennan
@merlethielmann
@beranews

Top Mentioned in G2:
@earli2023
@let_oulu
@sannajarvela
@margaridaromero
@mladenrakovic
@inge_molenaar
@crinadamsa
@strau_sebastian
@schleicheroecd
@rsaljo

Top Mentioned in G3:
@earli2023
@juusonieminen
@earli_office
@earlisig1
@ernestopanadero
@pinedo_leire
@anders_hkr
@margaridaromero
@jeffgreenelearn
@erlagroup

Top Mentioned in G4:
@krzysztofcipora
@dr_tom_hunt
@kmorsanyi
@ejamesbrabham
@flavinska72
@univofmacedonia
@aristoteleio
@drflogabriel
@drflaviahsantos
@f_sella

Top Mentioned in G5:
@earlisig7
@earli2023
@tuecede
@sedaylm
@tnhopfenbeck
@arm_in_arm_out
@vhoogerheide
@earli_office
@leonie__sibley

Top Mentioned in G6:
@earlisig4
@earli2023
@karleybeckman
@davidgilani
@taigabrahm
@juusonieminen
@qqi_connect
@mtu_ie
@compred_uab
@pafiu_uab

Top Mentioned in G8:
@earli2023
@ece_eduhk
@gao_xiaozi
@numcog
@jure2023
@pswmona
@drcriscastro
@dkhanolainen
@leena_paakkari
@akatemia_stn

Top Mentioned in G9:
@anulkimanen
@khalilisamane
@unseralex1
@earli2023
@daenemarque
@utueducation
@earlisig8
@semiha_sozeri
@markedjonas
@maria_backe

Top Mentioned in G10:
@jotondeur
@punyamishra
@sahoward_uow
@onderwijs_vl

Top Tweeters
Top Tweeters in Entire Graph:
@laboescapes
@cbokhove
@anneodmatthews
@sarahlouwou
@phdvoice
@africainstitut2
@sammons_pamela
@openscience
@pirkkoelf
@lborouniversity

Top Tweeters in G1:
@laboescapes
@sarahlouwou
@phdvoice
@drprestongreen
@donenda
@drg_tulane
@fachportalpaed
@davidjchard
@allisonl
@metricool

Top Tweeters in G2:
@pirkkoelf
@fbocquet
@dlr_de
@bmbf_bund
@ruhrunibochum
@margaridaromero
@reidterik3
@unioulu
@monashdigital
@sambitphd

Top Tweeters in G3:
@ou_nederland
@hennif
@icv78
@lo_eduforall
@uocuniversidad
@afdujardin
@drjoannat
@utwente
@jeffgreenelearn
@merrolee

Top Tweeters in G4:
@africainstitut2
@mathematical_a
@ucddublin
@atmmathematics
@cambridgemaths
@drrebeccagordon
@adyscalculia
@nuffieldfound
@imamaths
@cjshore

Top Tweeters in G5:
@sammons_pamela
@edumelb
@kelloggox
@annelooney
@tnhopfenbeck
@iamsamkj
@vhoogerheide
@charlottrubach
@andreashammer
@misprachbildung

Top Tweeters in G6:
@lborouniversity
@qaatweets
@mtu_ie
@kiftsally
@unitartu
@dixxyd
@pfeltennc
@forumtl
@wcarey
@qqi_connect

Top Tweeters in G7:
@atdavid_otten
@phillipdawson
@uohiggins
@legofoundation
@enginader
@peterdennett5
@annekarhap
@s00774156902
@eapril_office
@jakobschwerter

Top Tweeters in G8:
@numcog
@akatemia_stn
@patrickonghena
@jennifercartmel
@drcriscastro
@tampereuni_edu
@minnatorppa
@stoosepp
@hummus_monster
@jyu_okl

Top Tweeters in G9:
@openscience
@iea_education
@invest_flagship
@immigrationfi
@anulkimanen
@utueducation
@unseralex1
@thensrn
@invest
@martinubani

Top Tweeters in G10:
@sheliyya
@aysegul_kaban
@josef_buchner
@allaboutthepact
@onderwijs_vl
@s_bolduc
@jotondeur
@mimmasayuti
@mireiausart
@twotimesme


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