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 Monday, 20 June 2022 at 05:30 UTC.
The tweets in the network were tweeted over the 9-day, 1-hour, 35-minute period from Friday, 10 June 2022 at 23:19 UTC to Monday, 20 June 2022 at 00:54 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 : 11924
Edges With Duplicates : 29614
Total Edges : 41538
Number of Edge Types : 5
Retweet : 10535
Tweet : 911
Mentions : 10180
Replies to : 1092
MentionsInRetweet : 18820
Self-Loops : 2401
Reciprocated Vertex Pair Ratio : 0.0667727604270274
Reciprocated Edge Ratio : 0.12518647439085
Connected Components : 63
Single-Vertex Connected Components : 48
Maximum Vertices in a Connected Component : 4228
Maximum Edges in a Connected Component : 41439
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.762166
Graph Density : 0.000865456576759887
Modularity : 0.250206
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 Monday, 20 June 2022 at 05:30 UTC.
The tweets in the network were tweeted over the 9-day, 1-hour, 35-minute period from Friday, 10 June 2022 at 23:19 UTC to Monday, 20 June 2022 at 00:54 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:
[4407] #des2022,#digitalhealth [4407] #cx,#women [4396] #flutter,#linux [4395] #digitalhealth,#cx [4394] #women,#ehealth [4394] #ehealth,#ces2023 [4394] #ces2023,#finserv [4394] #finserv,#bigdata [4394] #bigdata,#insurtech [4394] #linux,#traveltech Top Word Pairs in Tweet in G1:
[916] hoy,#des2022 [910] cambio,climático [908] barackobama,hoy [905] climático,digitalización [903] digitalización,desafíos [903] desafíos,actuales [903] actuales,futuros [903] futuros,nuestra [903] nuestra,sociedad [903] #des2022,hemos Top Word Pairs in Tweet in G2:
[217] transformación,digital [174] stand,andaluciajunta [158] #des2022,des_show [143] digital,enterprise [141] enterprise,show [101] os,esperamos [99] sector,tic [97] opinión,os [97] os,merece [97] merece,patronal Top Word Pairs in Tweet in G3:
[3618] #cx,#women [3613] #des2022,#digitalhealth [3607] #digitalhealth,#cx [3605] #women,#ehealth [3605] #ehealth,#ces2023 [3605] #ces2023,#finserv [3605] #finserv,#bigdata [3605] #bigdata,#insurtech [3605] #linux,#traveltech [3604] #flutter,#linux Top Word Pairs in Tweet in G4:
[193] cambio,climático [190] placer,haber [190] barackobama,#des2022 [189] declarado,admirador [189] admirador,#andalucía [189] #andalucía,hoy [189] hoy,visitado [189] visitado,málaga [189] málaga,placer [189] haber,dado Top Word Pairs in Tweet in G5:
[792] #des2022,#digitalhealth [792] #flutter,#linux [789] #cx,#women [789] #women,#ehealth [789] #ehealth,#ces2023 [789] #ces2023,#finserv [789] #finserv,#bigdata [789] #bigdata,#insurtech [789] #linux,#traveltech [788] #digitalhealth,#cx Top Word Pairs in Tweet in G6:
[31] marcvidal,#des2022 [19] transformación,digital [19] #des2022,málaga [16] #ai,#machinelearning [15] #artificialintelligence,#inteligenciaartificial [15] #ia,#ai [15] des_show,#des2022 [15] comisionada,cristinagallach [13] openai,#dalle2 [12] evolution,theatre Top Word Pairs in Tweet in G7:
[28] startup,valencia [18] ecosistema,emprendedor [17] sesamehr_,freshpple [17] freshpple,live4life__ [17] live4life__,viviendea [17] viviendea,emendues [17] emendues,txvalencia [17] txvalencia,domoblock_io [16] emprendedor,valenciano [16] valenciano,#des2022 Top Word Pairs in Tweet in G8:
[26] estoy,preocupado [24] turn,over [24] over,revenue [22] jose,luis [22] luis,cordeiro [21] #des2022,#ai [21] #ai,help [21] help,optimise [21] optimise,turn [21] revenue,#lamuertedelamuerte Top Word Pairs in Tweet in G9:
[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] digital_got,genially_es [38] genially_es,brainspro [38] brainspro,programaminerva Top Word Pairs in Tweet in G10:
[7] digital,enterprise [7] enterprise,show [5] #des2022,málaga [3] 14,16 [3] 16,junio [3] #des2022,#evento [3] #evento,#global [3] #global,#inovacao [3] #transformacaodigital,#malaga [3] #des2022,#malaga 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 G7:
Top Replied-To in G8:
Top Replied-To in G9:
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 G7:
Top Mentioned in G8:
Top Mentioned in G9:
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: