The graph represents a network of 4,312 Twitter users whose recent tweets contained "#DES2022 OR @des_show", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Sunday, 19 June 2022 at 02:46 UTC.
The tweets in the network were tweeted over the 8-day, 21-hour, 51-minute period from Thursday, 09 June 2022 at 09:10 UTC to Saturday, 18 June 2022 at 07:01 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
Vertices : 4312
Unique Edges : 11929
Edges With Duplicates : 29218
Total Edges : 41147
Number of Edge Types : 5
Mentions : 10294
Replies to : 1132
MentionsInRetweet : 18453
Retweet : 10338
Tweet : 930
Self-Loops : 2369
Reciprocated Vertex Pair Ratio : 0.0676681733581494
Reciprocated Edge Ratio : 0.126758809612751
Connected Components : 67
Single-Vertex Connected Components : 52
Maximum Vertices in a Connected Component : 4225
Maximum Edges in a Connected Component : 41043
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.763078
Graph Density : 0.000864057902530912
Modularity : 0.254576
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 4,312 Twitter users whose recent tweets contained "#DES2022 OR @des_show", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Sunday, 19 June 2022 at 02:46 UTC.
The tweets in the network were tweeted over the 8-day, 21-hour, 51-minute period from Thursday, 09 June 2022 at 09:10 UTC to Saturday, 18 June 2022 at 07:01 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 : TwitterSearch
Graph Term : #DES2022 OR @des_show
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 Domains
Top Word Pairs in Tweet in Entire Graph:
[4209] #des2022,#digitalhealth [4206] #cx,#women [4200] betamoroney,enilev [4198] #digitalhealth,#cx [4197] #women,#ehealth [4197] #ehealth,#ces2023 [4197] #ces2023,#finserv [4197] #finserv,#bigdata [4197] #bigdata,#insurtech [4197] #linux,#traveltech Top Word Pairs in Tweet in G1:
[1090] cambio,climático [910] hoy,#des2022 [899] #des2022,hemos [897] barackobama,hoy [895] climático,digitalización [893] hemos,conversado [893] conversado,cambio [891] placer,coincidir [891] coincidir,barackobama [891] digitalización,desafíos Top Word Pairs in Tweet in G2:
[4206] #des2022,#digitalhealth [4205] #cx,#women [4199] betamoroney,enilev [4197] #digitalhealth,#cx [4196] #women,#ehealth [4196] #ehealth,#ces2023 [4196] #ces2023,#finserv [4196] #finserv,#bigdata [4196] #bigdata,#insurtech [4196] #linux,#traveltech Top Word Pairs in Tweet in G3:
[173] stand,andaluciajunta [153] sector,tic [146] transformación,digital [145] #des2022,des_show [144] opinión,os [144] os,merece [144] merece,patronal [144] patronal,aecspain [144] aecspain,lleve [144] lleve,#convenio Top Word Pairs in Tweet in G4:
[64] des_show,fycma [46] 16,junio [46] des_show,elephmind [45] elephmind,vivirtual_ [44] openfuture_and,pitalmeria [42] vivirtual_,sinapsystec_eu [42] sinapsystec_eu,openfuture_and [41] pitalmeria,ptamalaga [41] ptamalaga,digital_got [39] transformación,digital Top Word Pairs in Tweet in G5:
[20] estoy,preocupado [15] turn,over [15] over,revenue [14] jose,luis [14] luis,cordeiro [14] #des2022,des_show [13] #des2022,#ai [13] #ai,help [13] help,optimise [13] optimise,turn Top Word Pairs in Tweet in G6:
[28] startup,valencia [18] ecosistema,emprendedor [16] sesamehr_,freshpple [16] freshpple,live4life__ [16] live4life__,viviendea [16] viviendea,emendues [16] emendues,txvalencia [16] txvalencia,domoblock_io [16] domoblock_io,bitstartups [16] bitstartups,logistikolabs Top Word Pairs in Tweet in G7:
[12] digital,enterprise [12] enterprise,show [6] 14,16 [5] #des2022,málaga [4] 16,junio [4] contagem,regressiva [4] #des2022,#evento [4] #evento,#global [4] #global,#inovacao [4] #transformacaodigital,#malaga Top Word Pairs in Tweet in G8:
[21] come,join [18] join,des_show [16] overcoffeebuzz,amypeckxr [16] _evaesteban,immersivstories [16] onedigitalcons1,thevrara [16] vrara_madrid,onedigitalcons1 [15] amypeckxr,andyfidel_ [15] andyfidel_,_evaesteban [15] immersivstories,annemarieenz [15] #arvr,sessions Top Word Pairs in Tweet in G9:
[10] dogeatcat,#des2022 [8] adaptive,advantage [7] tendencias,tecnológicas [6] césar,camargo [6] dogeatcat,des_show [5] 10,00h [5] almamiller22,sngular [5] almamiller22,césar [5] des_show,#martech [5] #martech,dogeatcat Top Word Pairs in Tweet in G10:
[12] jóvenes,musulmanes [11] evento,festival [8] cc,des_show [8] hacia,mundo [4] #des2022,obamafoundation [4] obamafoundation,ccandalusi [4] ccandalusi,malala [4] malala,malalafund [4] malalafund,usembassymadrid [4] usembassymadrid,evento Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G8:
Top Replied-To in G9:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: