The graph represents a network of 2,992 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 Wednesday, 15 June 2022 at 05:43 UTC.
The tweets in the network were tweeted over the 8-day, 17-hour, 52-minute period from Monday, 06 June 2022 at 10:38 UTC to Wednesday, 15 June 2022 at 04:31 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 : 2992
Unique Edges : 7177
Edges With Duplicates : 14992
Total Edges : 22169
Number of Edge Types : 5
Retweet : 5986
MentionsInRetweet : 9986
Replies to : 509
Mentions : 5213
Tweet : 475
Self-Loops : 1309
Reciprocated Vertex Pair Ratio : 0.0564525234277972
Reciprocated Edge Ratio : 0.106871860639094
Connected Components : 69
Single-Vertex Connected Components : 45
Maximum Vertices in a Connected Component : 2892
Maximum Edges in a Connected Component : 22051
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.776263
Graph Density : 0.00104558327388583
Modularity : 0.282031
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 2,992 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 Wednesday, 15 June 2022 at 05:43 UTC.
The tweets in the network were tweeted over the 8-day, 17-hour, 52-minute period from Monday, 06 June 2022 at 10:38 UTC to Wednesday, 15 June 2022 at 04:31 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:
[2747] #des2022,#digitalhealth [2734] #datascientist,#mwc22 [2734] #digitalhealth,#cx [2734] #cx,#women [2734] #women,#ehealth [2734] #finserv,#bigdata [2734] #bigdata,#insurtech [2734] #insurtech,#100daysofcode [2734] #100daysofcode,#javascript [2734] #linux,#traveltech Top Word Pairs in Tweet in G1:
[811] cambio,climático [760] hoy,#des2022 [754] barackobama,hoy [751] #des2022,hemos [751] hemos,conversado [751] conversado,cambio [751] climático,digitalización [749] placer,coincidir [749] coincidir,barackobama [749] digitalización,desafíos Top Word Pairs in Tweet in G2:
[309] #des2022,#digitalhealth [303] #datascientist,#mwc22 [303] #digitalhealth,#cx [303] #cx,#women [303] #women,#ehealth [303] #finserv,#bigdata [303] #bigdata,#insurtech [303] #insurtech,#100daysofcode [303] #100daysofcode,#javascript [303] #linux,#traveltech Top Word Pairs in Tweet in G3:
[98] transformación,digital [88] 16,junio [77] 14,16 [65] cunefalumni,uclaaanspain [65] uclaaanspain,supports [65] supports,des_show [65] des_show,#soycunefalumni [60] june,#des2022 [58] very,proud [58] proud,announce Top Word Pairs in Tweet in G4:
[123] #des2022,des_show [57] 14,16 [56] 16,junio [53] quien,quiera [53] quiera,apostar [53] apostar,málaga [53] málaga,toda [53] toda,#andalucía [53] #andalucía,tener [53] tener,aliado Top Word Pairs in Tweet in G5:
[2437] #des2022,#digitalhealth [2431] #flutter,#linux [2430] #datascientist,#mwc22 [2430] #digitalhealth,#cx [2430] #cx,#women [2430] #women,#ehealth [2430] #finserv,#bigdata [2430] #bigdata,#insurtech [2430] #insurtech,#100daysofcode [2430] #100daysofcode,#javascript Top Word Pairs in Tweet in G6:
[36] #hrsummit,#des2022 [23] cajaarantza,cellnextelecom [23] netflixes,mranera [15] cellnextelecom,syngentaes [15] mranera,ejoana [13] syngentaes,netflixes [11] empieza,#hrsummit [11] mranera,incipy [11] ejoana,incipy [10] cellnextelecom,teresa Top Word Pairs in Tweet in G7:
[15] #des2022,des_show [14] estoy,preocupado [10] 14,16 [10] des_show,barackobama [10] barackobama,millenniumproj [10] capitancook,sergiotarrero [10] parrishliz,biovivascience [10] biovivascience,hashtagmarketi7 [10] hashtagmarketi7,urru_urru [10] urru_urru,fycma Top Word Pairs in Tweet in G8:
[79] andaluciajunta,juanma_moreno [79] juanma_moreno,des_show [30] digital,enterprise [30] enterprise,show [21] des_show,show [20] #des2022,des_show [18] show,#des2022 [18] des_show,ver [18] ver,usted [18] usted,digna Top Word Pairs in Tweet in G9:
[18] startup,valencia [16] ecosistema,emprendedor [16] sesamehr_,freshpple [16] freshpple,live4life__ [16] live4life__,viviendea [16] viviendea,emendues [16] emendues,txvalencia [16] txvalencia,domoblock_io [15] emprendedor,valenciano [15] valenciano,#des2022 Top Word Pairs in Tweet in G10:
[9] digital,enterprise [9] enterprise,show [8] 14,16 [6] 16,junio [3] 16,june [3] #des2022,málaga [3] #des2022,digital [3] #des2022,#malaga [2] #des2022,14 [2] descuento,#des2022 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 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: