The graph represents a network of 3,865 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 Thursday, 16 June 2022 at 07:15 UTC.
The tweets in the network were tweeted over the 8-day, 15-hour, 12-minute period from Tuesday, 07 June 2022 at 15:15 UTC to Thursday, 16 June 2022 at 06:27 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 : 3865
Unique Edges : 9728
Edges With Duplicates : 21118
Total Edges : 30846
Number of Edge Types : 5
Retweet : 8073
Mentions : 7701
MentionsInRetweet : 13674
Tweet : 695
Replies to : 703
Self-Loops : 1669
Reciprocated Vertex Pair Ratio : 0.0643086816720257
Reciprocated Edge Ratio : 0.120845921450151
Connected Components : 71
Single-Vertex Connected Components : 52
Maximum Vertices in a Connected Component : 3768
Maximum Edges in a Connected Component : 30738
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.775482
Graph Density : 0.000864382537986228
Modularity : 0.280406
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 3,865 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 Thursday, 16 June 2022 at 07:15 UTC.
The tweets in the network were tweeted over the 8-day, 15-hour, 12-minute period from Tuesday, 07 June 2022 at 15:15 UTC to Thursday, 16 June 2022 at 06:27 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:
[3102] #des2022,#digitalhealth [3089] #digitalhealth,#cx [3089] #cx,#women [3088] betamoroney,enilev [3086] #women,#ehealth [3086] #ehealth,#ces2023 [3086] #ces2023,#finserv [3086] #finserv,#bigdata [3086] #bigdata,#insurtech [3086] #insurtech,#100daysofcode Top Word Pairs in Tweet in G1:
[1072] cambio,climático [886] hoy,#des2022 [884] barackobama,hoy [881] climático,digitalización [879] #des2022,hemos [879] hemos,conversado [879] conversado,cambio [879] digitalización,desafíos [879] desafíos,actuales [879] actuales,futuros Top Word Pairs in Tweet in G2:
[2534] #des2022,#digitalhealth [2527] #digitalhealth,#cx [2527] #cx,#women [2526] betamoroney,enilev [2524] #women,#ehealth [2524] #ehealth,#ces2023 [2524] #ces2023,#finserv [2524] #finserv,#bigdata [2524] #bigdata,#insurtech [2524] #insurtech,#100daysofcode Top Word Pairs in Tweet in G3:
[122] transformación,digital [113] #des2022,des_show [84] digital,enterprise [84] enterprise,show [63] digital,demo [63] demo,stage [59] stage,#des2022 [56] june,#des2022 [55] des_show,málaga [54] very,proud Top Word Pairs in Tweet in G4:
[120] stand,andaluciajunta [75] 16,junio [66] 14,16 [66] #andaluciadigitalizada,#andaluciavuela [65] cunefalumni,uclaaanspain [65] uclaaanspain,supports [65] supports,des_show [65] des_show,#soycunefalumni [64] os,esperamos [53] #des2022,des_show Top Word Pairs in Tweet in G5:
[32] transformación,digital [21] madrid,technology [21] technology,transfer [21] transfer,zone [19] región,europea [19] europea,innovadora [16] 16,junio [15] seguimos,des_show [15] des_show,#madridtechnologytransferzone [15] stand,comunidadmadrid Top Word Pairs in Tweet in G6:
[565] #des2022,#digitalhealth [564] #flutter,#linux [561] #datascientist,#mwc22 [561] #digitalhealth,#cx [561] #cx,#women [561] #women,#ehealth [561] #ehealth,#ces2023 [561] #ces2023,#finserv [561] #finserv,#bigdata [561] #bigdata,#insurtech Top Word Pairs in Tweet in G7:
[43] des_show,elephmind [42] elephmind,vivirtual_ [41] openfuture_and,pitalmeria [39] vivirtual_,sinapsystec_eu [39] sinapsystec_eu,openfuture_and [38] pitalmeria,ptamalaga [38] ptamalaga,digital_got [36] digital_got,genially_es [35] genially_es,brainspro [35] brainspro,programaminerva Top Word Pairs in Tweet in G8:
[40] jon,waite [23] waite,havasmediagroup [18] media,experience [14] havasmediagroup,#des2022 [13] auditorio,principal [11] principal,#des2022 [11] experience,attention [11] nuestro,stand [10] fernando,cano [9] havasmediagroup,protagonista Top Word Pairs in Tweet in G9:
[27] startup,valencia [18] ecosistema,emprendedor [17] freshpple,live4life__ [17] live4life__,viviendea [17] viviendea,emendues [17] emendues,txvalencia [17] txvalencia,domoblock_io [17] domoblock_io,bitstartups [17] bitstartups,logistikolabs [17] logistikolabs,nespraiot Top Word Pairs in Tweet in G10:
[10] digital,enterprise [10] enterprise,show [7] 14,16 [6] #des2022,málaga [5] 16,junio [4] #oasix,#meetip [3] #innovación,#tecnología [3] #des2022,#malaga [3] #des,#des2022 [3] #des2022,#desmalaga Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
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Top Mentioned in G5:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
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Top Tweeters in G5:
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Top Tweeters in G10: