The graph represents a network of 17,998 Twitter users whose recent tweets contained "NATO spending", 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, 23 August 2019 at 04:12 UTC.
The tweets in the network were tweeted over the 1-day, 3-hour, 36-minute period from Wednesday, 21 August 2019 at 17:52 UTC to Thursday, 22 August 2019 at 21:29 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 : 17998
Unique Edges : 19737
Edges With Duplicates : 811
Total Edges : 20548
Self-Loops : 258
Reciprocated Vertex Pair Ratio : 0.00156447136008075
Reciprocated Edge Ratio : 0.0031240552252343
Connected Components : 258
Single-Vertex Connected Components : 166
Maximum Vertices in a Connected Component : 17505
Maximum Edges in a Connected Component : 20066
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 2.316233
Graph Density : 6.12701047586656E-05
Modularity : 0.332861
NodeXL Version : 1.0.1.419
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[15197] nato,spending [14887] gdp,nato [14866] nato,countries [14860] 1,35 [14854] 35,gdp [14848] denmark,1 [14848] wealthy,country [14846] spending,wealthy [14846] country,2 [14844] record,denmark Top Word Pairs in Tweet in G1:
[14642] nato,spending [14605] nato,countries [14602] gdp,nato [14600] denmark,1 [14600] 1,35 [14600] 35,gdp [14600] wealthy,country [14599] record,denmark [14599] spending,wealthy [14598] country,2 Top Word Pairs in Tweet in G2:
[1035] realdonaldtrump,nato [405] defense,spending [158] very,unfair [147] cut,defense [146] military,spending [119] need,cut [117] nato,let's [117] money,weapons [116] graph,president [116] really,need Top Word Pairs in Tweet in G3:
[639] dues,country [639] country,pays [639] pays,nato [639] nato,two [639] two,percent [639] percent,thing [639] thing,spending [639] spending,target [639] target,relative [639] relative,gdp Top Word Pairs in Tweet in G4:
[330] 2,gdp [322] 2024,trump [301] defense,spending [296] until,2024 [296] under,obama [294] allies,agreed [294] spending,2 [293] #factcheck,thanks [293] thanks,president [293] president,obama Top Word Pairs in Tweet in G5:
[94] nato,spending [35] hammers,nasty [34] pm,knocks [34] knocks,nato [33] trump,hammers [33] nasty,greenland [33] greenland,pm [32] gdp,nato [32] nato,countries [30] 1,35 Top Word Pairs in Tweet in G6:
[129] nato,spending [109] record,denmark [109] denmark,1 [109] 1,35 [109] 35,gdp [109] gdp,nato [109] spending,wealthy [109] wealthy,country [109] country,2 [73] 2,president Top Word Pairs in Tweet in G7:
[45] spending,2 [43] gross,domestic [41] realdonaldtrump,talking [41] talking,agreement [41] agreement,signed [41] signed,barackobama [41] barackobama,nato [41] nato,wales [41] wales,summit [41] summit,2014 Top Word Pairs in Tweet in G8:
[33] dear,larsloekke [33] larsloekke,nato [33] nato,formally [33] formally,codified [33] codified,goal [33] goal,spending [33] spending,2 [33] 2,2024 [33] 2024,during [33] during,summit Top Word Pairs in Tweet in G9:
[27] 2,pct [24] last,year [23] gtconway3d,important [23] important,fact [23] fact,missing [23] missing,chart [23] chart,nato [23] nato,allies [23] allies,agreed [23] agreed,spending Top Word Pairs in Tweet in G10:
[44] defense,spending [30] many,#nato [30] #nato,countries [30] countries,increase [30] increase,defense [30] spending,someone [30] someone,tell [30] tell,realdonaldtrump [30] realdonaldtrump,1000 [30] 1000,nato 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 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 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: