The graph represents a network of 11 419 Twitter users whose recent tweets contained "#natosummit", 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 Tuesday, 28 June 2022 at 17:24 UTC.
The tweets in the network were tweeted over the 6-day, 22-hour, 50-minute period from Tuesday, 21 June 2022 at 17:29 UTC to Tuesday, 28 June 2022 at 16:20 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 Fruchterman-Reingold layout algorithm.
Author Description
Vertices : 11419
Unique Edges : 23206
Edges With Duplicates : 11919
Total Edges : 35125
Number of Edge Types : 5
MentionsInRetweet : 15444
Retweet : 16028
Mentions : 2278
Tweet : 1032
Replies to : 343
Self-Loops : 1095
Reciprocated Vertex Pair Ratio : 0,00810963018584569
Reciprocated Edge Ratio : 0,0160887862649436
Connected Components : 389
Single-Vertex Connected Components : 226
Maximum Vertices in a Connected Component : 10407
Maximum Edges in a Connected Component : 33813
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 3,445808
Graph Density : 0,000205940779834711
Modularity : 0,500821
NodeXL Version : 1.0.1.449
Graph Gallery URL : https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=278765
Data Import : The graph represents a network of 11 419 Twitter users whose recent tweets contained "#natosummit", 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 Tuesday, 28 June 2022 at 17:24 UTC.
The tweets in the network were tweeted over the 6-day, 22-hour, 50-minute period from Tuesday, 21 June 2022 at 17:29 UTC to Tuesday, 28 June 2022 at 16:20 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 Fruchterman-Reingold layout algorithm.
Graph Source : TwitterSearch
Graph Term : #natosummit
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:
[5305] in,madrid [4767] #natosummit,in [4358] the,#natosummit [4236] of,the [3767] de,la [3215] for,the [3136] for,ukraine [2314] secretary,general [2185] general,jensstoltenberg [2079] conversation,with Top Word Pairs in Tweet in G1:
[2488] in,madrid [2424] #natosummit,in [2244] of,the [2184] for,ukraine [1865] the,#natosummit [1806] secretary,general [1793] general,jensstoltenberg [1783] nato,secretary [1769] conversation,with [1768] the,importance Top Word Pairs in Tweet in G2:
[2904] de,la [972] durante,la [856] la,cumbre [798] of,the [782] éxito,de [740] la,#natosummit [721] in,madrid [710] #natosummit,in [692] for,the [684] for,ukraine Top Word Pairs in Tweet in G3:
[597] the,#natosummit [417] in,madrid [364] we,are [349] #natosummit,#wearenato [337] always,we [337] are,united [337] united,#natosummit [311] #natosummit,in [308] for,the [246] at,the Top Word Pairs in Tweet in G4:
[1538] the,#natosummit [1359] in,madrid [1126] for,the [1052] #natosummit,in [742] public,forum [695] of,the [648] at,the [370] will,be [358] in,the [351] we,will Top Word Pairs in Tweet in G5:
[359] #natosummit,#nato [264] #natosummit,#ukraine [256] από,τη [252] #ukraine,#ukrainewar [244] #biden,#bidenisafailure [241] #ukrainewar,#ukraine [230] #ukraine,#russian [221] τα,παιδιά [219] #russian,#ουκρανια [217] στιγμιότυπο,από Top Word Pairs in Tweet in G6:
[192] exactly,what [192] what,kiev [192] kiev,regime [192] regime,needs [192] needs,to [192] to,keep [192] keep,focus [192] focus,of [192] of,attention [192] attention,#ukraine Top Word Pairs in Tweet in G7:
[37] #nato,#natosummit [21] de,la [16] in,madrid [13] #natosummit,#nato [13] to,the [12] nato,summit [11] #natosummit,madrid [11] of,the [10] a,la [10] the,#natosummit Top Word Pairs in Tweet in G8:
[192] #madridotan22,#natosummit [185] #cumbreotan,#madridotan22 [134] de,la [101] la,otan [79] cumbre,de [62] la,cumbre [44] joe,biden [41] el,rey [36] ha,sido [34] y,el Top Word Pairs in Tweet in G9:
[96] ukraine,has [88] of,the [69] for,a [68] putin's,invasion [68] invasion,of [68] of,ukraine [68] has,reconfigured [68] reconfigured,geopolitics [68] geopolitics,this [68] this,week's Top Word Pairs in Tweet in G10:
[59] #natosummit,#noalaguerra [52] #otanno26j,#natosummit [51] #otannobasesfuera,#natosummit [50] contra,a [43] la,otan [39] masters,of [39] of,war [39] war,you [39] you,are [39] are,not 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 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: