The graph represents a network of 4,552 Twitter users whose tweets in the requested range contained "#MarchForOurLives", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 18 February 2019 at 16:53 UTC.
The requested start date was Sunday, 17 February 2019 at 01:01 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, 18-hour, 58-minute period from Monday, 11 February 2019 at 06:01 UTC to Sunday, 17 February 2019 at 01:00 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 : 4552
Unique Edges : 5660
Edges With Duplicates : 1322
Total Edges : 6982
Number of Edge Types : 3
Mentions : 5200
Tweet : 1339
Replies to : 443
Self-Loops : 1339
Reciprocated Vertex Pair Ratio : 0.00778664590227759
Reciprocated Edge Ratio : 0.0154529650376666
Connected Components : 749
Single-Vertex Connected Components : 491
Maximum Vertices in a Connected Component : 3200
Maximum Edges in a Connected Component : 5290
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.33698
Graph Density : 0.000249901622656563
Modularity : 0.717959
NodeXL Version : 1.0.1.408
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[624] next,day [560] mass,shooting [529] shooting,marjory [523] today,remember [506] take,moment [501] horrific,mass [500] moment,today [498] students,teachers [498] families,victims [497] remember,students Top Word Pairs in Tweet in G1:
[44] one,year [40] year,ago [38] notonemore,momsdemandaction [38] momsdemandaction,expectus [38] expectus,voteforourlives [38] voteforourlives,studentsdemandaction [38] studentsdemandaction,veteransforgunreform [31] gun,violence [25] msdstrong,marchforourlives [25] ago,today Top Word Pairs in Tweet in G2:
[484] take,moment [484] moment,today [484] today,remember [484] remember,students [484] students,teachers [484] teachers,families [484] families,victims [484] victims,horrific [484] horrific,mass [484] mass,shooting Top Word Pairs in Tweet in G3:
[161] absolutely,words [161] words,thank [161] thank,service [161] service,standing [161] standing,marchforourlives [160] emma4change,absolutely [160] marchforourlives,tomorro [25] davidhogg111,emma4change [12] 1,year [12] emma4change,davidhogg111 Top Word Pairs in Tweet in G4:
[49] believe,guys [49] guys,marchforourlives [47] flipthesenate,2020 [43] aarp,blm [42] 2020,aarp [40] blm,veterans [38] veterans,p2 [36] p2,1u [32] metoo,marchforourlives [31] 1u,millennials Top Word Pairs in Tweet in G5:
[287] black,woman [287] woman,named [287] named,amber [287] amber,evens [287] evens,activist [287] activist,gun [287] gun,control [287] control,organization [287] organization,marchforourlives [287] marchforourlives,missing Top Word Pairs in Tweet in G6:
[606] next,day [404] day,next [202] even,want [202] want,show [202] show,up [202] up,next [201] kevincate,even [201] day,until [201] until,enough Top Word Pairs in Tweet in G7:
[39] steamingpileoftrump,worstpresidentever [34] meet,team [34] team,isaac [34] isaac,alan [34] alan,hailey [34] hailey,noelle [34] noelle,now [34] now,here [34] here,tea [34] tea,ken Top Word Pairs in Tweet in G8:
[26] national,emergency [16] matthewcogdeill,breakingnews [16] breakingnews,potus [16] potus,trump [16] trump,colluded [16] colluded,american [16] american,people [16] people,maga [16] maga,house [16] house,intel Top Word Pairs in Tweet in G9:
[61] jersey_craig,marchforourlives [26] year,ago [26] school,teacher [26] teacher,daughter [24] garyraybetz,school [23] one,year [23] ago,today [22] parkland,students [14] daughter,making [14] making,signs Top Word Pairs in Tweet in G10:
[79] tomorrow,many [79] many,day [79] day,love [79] love,friends [79] friends,though [79] though,painful [79] painful,day [79] day,tomorrow [79] tomorrow,heart [79] heart,friends Top Replied-To in Entire Graph:
Top Replied-To in G2:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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