The graph represents a network of 4,101 Twitter users whose tweets in the requested range contained "#EndGunViolence", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 17 March 2019 at 17:56 UTC.
The requested start date was Sunday, 17 March 2019 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 5-day, 2-hour, 20-minute period from Monday, 11 March 2019 at 16:03 UTC to Saturday, 16 March 2019 at 18:24 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 : 4101
Unique Edges : 6865
Edges With Duplicates : 1686
Total Edges : 8551
Number of Edge Types : 3
Mentions : 7541
Tweet : 805
Replies to : 205
Self-Loops : 805
Reciprocated Vertex Pair Ratio : 0.0128429655575015
Reciprocated Edge Ratio : 0.0253602305475504
Connected Components : 368
Single-Vertex Connected Components : 205
Maximum Vertices in a Connected Component : 3364
Maximum Edges in a Connected Component : 7671
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.41629
Graph Density : 0.000412748823903747
Modularity : 0.667611
NodeXL Version : 1.0.1.409
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[803] stephanie,flowers [786] state,senator [785] arkansas,state [782] senator,stephanie [760] flowers,national [760] national,hero [760] hero,endgunviolence [758] proudresister,arkansas [343] gun,violence [314] loved,ones Top Word Pairs in Tweet in G1:
[764] arkansas,state [764] state,senator [764] senator,stephanie [764] stephanie,flowers [753] flowers,national [753] national,hero [753] hero,endgunviolence [752] proudresister,arkansas [11] going,silence [11] silence,arkansas Top Word Pairs in Tweet in G2:
[127] dwstweets,senblumenthal [120] senblumenthal,chrismurphyct [118] ribbons4jaime,dwstweets [117] join,fred_guttenberg [100] proud,join [85] gun,violence [84] chrismurphyct,amarch4ourlives [69] thank,fred_guttenberg [68] fred_guttenberg,newtownaction [68] newtownaction,ribbons4jaime Top Word Pairs in Tweet in G3:
[54] gun,violence [53] momsdemand,meeting [49] took,stopthebleed [49] stopthebleed,training [49] training,tonight [49] tonight,joplin [49] joplin,mo [49] mo,momsdemand [49] meeting,moms [49] moms,demand Top Word Pairs in Tweet in G4:
[300] heartbroken,loved [300] loved,ones [300] ones,innocents [300] innocents,murdered [300] murdered,mosque [300] mosque,christchurch [300] christchurch,nz [300] nz,condemn [300] condemn,hate [299] sfpelosi,heartbroken Top Word Pairs in Tweet in G5:
[72] u,s [62] s,capitol [55] school,walkout [54] one,year [54] national,school [54] walkout,re [54] re,heading [54] heading,u [54] capitol,demand [54] demand,lawmakers Top Word Pairs in Tweet in G6:
[220] reppressley,wells [220] wells,provided [220] provided,40 [220] 40,million [220] million,worth [220] worth,lines [220] lines,credit [220] credit,sturm [220] sturm,ruger [220] ruger,co Top Word Pairs in Tweet in G7:
[27] new,zealand [20] more,shootings [19] shootings,more [14] gun,violence [7] mass,shooting [5] save,lives [5] mass,shootings [5] thoughts,prayers [4] stephanie,flowers [4] enough,endgunviolence Top Word Pairs in Tweet in G8:
[220] womenshistorymonth,trumpcrimesyndicate [220] trumpcrimesyndicate,fakeemergency [220] fakeemergency,endgunviolence [217] endgunviolence,indicttrump [217] indicttrump,forthepeople [102] carolyny1948,womenshistorymonth [45] gun,violence [43] one,year [43] year,ago [43] ago,1 Top Word Pairs in Tweet in G9:
[38] repdean,myself [38] myself,repthompson [38] repthompson,joined [38] joined,montcopa [38] montcopa,courthouse [38] courthouse,steps [38] steps,senatormuth [38] senatormuth,senatorcollett [38] senatorcollett,kenlawrencejr [38] kenlawrencejr,vaark Top Word Pairs in Tweet in G10:
[24] bitch,please [24] please,re [24] re,denying [24] denying,targeted [24] targeted,parkland [24] parkland,kids [24] kids,internet [24] internet,forever [24] forever,superbeets [23] taradublinrocks,bitch Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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