The graph represents a network of 1,289 Twitter users whose recent tweets contained "#DES2021 lang:es", 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 Friday, 21 May 2021 at 03:07 UTC.
The tweets in the network were tweeted over the 7-day, 13-hour, 5-minute period from Thursday, 13 May 2021 at 13:02 UTC to Friday, 21 May 2021 at 02:07 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 : 1289
Unique Edges : 4172
Edges With Duplicates : 14830
Total Edges : 19002
Number of Edge Types : 5
MentionsInRetweet : 10112
Retweet : 5302
Mentions : 2748
Tweet : 382
Replies to : 458
Self-Loops : 475
Reciprocated Vertex Pair Ratio : 0.0754422476586889
Reciprocated Edge Ratio : 0.140299951620706
Connected Components : 19
Single-Vertex Connected Components : 11
Maximum Vertices in a Connected Component : 1259
Maximum Edges in a Connected Component : 18963
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.637616
Graph Density : 0.00373502016585634
Modularity : 0.174661
NodeXL Version : 1.0.1.445
Graph Gallery URL : https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=255282
Data Import : The graph represents a network of 1,289 Twitter users whose recent tweets contained "#DES2021 lang:es", 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 Friday, 21 May 2021 at 03:07 UTC.
The tweets in the network were tweeted over the 7-day, 13-hour, 5-minute period from Thursday, 13 May 2021 at 13:02 UTC to Friday, 21 May 2021 at 02:07 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 : #DES2021 lang:es
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:
[719] #des2021,des_show [568] transformación,digital [427] des_show,#des2021 [351] 20,mayo [272] 18,20 [225] agustinpozo1970,nokia [222] agustinpozo1970,nokiaindustries [218] digital,enterprise [213] enterprise,show [209] gran,evento Top Word Pairs in Tweet in G1:
[341] #des2021,des_show [206] des_show,#des2021 [189] transformación,digital [168] 18,20 [159] 20,mayo [141] gran,evento [113] agustinpozo1970,nokiaindustries [101] digital,enterprise [101] agustinpozo1970,nokia [98] #tech4good,#techforgood Top Word Pairs in Tweet in G2:
[137] #des2021,des_show [123] agustinpozo1970,nokia [118] transformación,digital [106] agustinpozo1970,nokiaindustries [96] infinitas,posibilidades [84] des_show,#des2021 [84] posibilidades,mejor [84] mejor,rendimiento [76] #des2021,#desycarat [75] 20,mayo Top Word Pairs in Tweet in G3:
[72] #des2021,des_show [64] transformación,digital [51] des_show,#des2021 [48] digital,enterprise [47] enterprise,show [45] 20,mayo [35] 18,20 [30] próximas,cinco [30] cinco,ediciones [30] importante,congreso Top Word Pairs in Tweet in G4:
[147] transformación,digital [57] edición,#des2021 [51] #des2021,evento [47] apostamos,digitalización [47] digitalización,incorporándola [47] incorporándola,administración [47] administración,impulsándola [47] impulsándola,ayudas [47] ayudas,negocios [47] negocios,locales Top Word Pairs in Tweet in G5:
[24] #des2021,des_show [22] disruptores_inn,elespanolcom [18] muda,málaga [18] málaga,2022 [16] última,hora [16] hora,madrid [16] madrid,vuelve [16] vuelve,quedarse [16] quedarse,huérfana [16] huérfana,gran Top Word Pairs in Tweet in G6:
[125] #des2021,des_show [43] #telefónicaempresas,#des2021 [43] pilar,río [27] yuvtv,daninieto [25] transformación,digital [24] belen_espejo,#telefónicaempresas [20] fernando_asin,yuvtv [20] daninieto,jirouyet [18] 17,30 [18] belen_espejo,pilar Top Word Pairs in Tweet in G7:
[27] #hrsummit,#des2021 [17] #realidadaumentada,#realidadvirtual [17] #realidadvirtual,#realidadmixta [17] #realidadmixta,probéis [17] probéis,#realreality [17] #realreality,querréis [17] querréis,cosa [17] cosa,#ar [17] #ar,#vr [17] #vr,#xr Top Word Pairs in Tweet in G8:
[43] des_show,#des2021 [11] #des2021,des_show [11] moderado,maroelvi [9] jornada,des_show [8] carles,roca [7] 20,mayo [6] sector,bancario [6] muchas,marcas [6] marcas,piensan [6] piensan,twich Top Word Pairs in Tweet in G9:
[7] debate,ciberriesgos [7] ciberriesgos,empresariales [5] pues,toca [5] toca,turno [5] turno,pedazos [5] pedazos,máquinas [5] máquinas,eavilagomez [5] eavilagomez,_angelucho_ [5] _angelucho_,mesa [5] mesa,debate Top Word Pairs in Tweet in G10:
[14] armilis3,chemstrategy [14] cirinmo,circularise [14] circularise,recircular_net [14] recircular_net,teimas [11] #des2021,#madridinnovation [10] chemstrategy,alianza [10] alianza,cirinmo [10] economía,circular [7] #madridinnovation,#sostenibilidad [7] mejores,iniciativas 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 G5:
Top Replied-To in G6:
Top Replied-To in G7:
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 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: