The graph represents a network of 17,261 Twitter users whose recent tweets contained "TheAtlantic", 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 Saturday, 25 July 2020 at 17:16 UTC.
The tweets in the network were tweeted over the 12-hour, 39-minute period from Saturday, 25 July 2020 at 04:10 UTC to Saturday, 25 July 2020 at 16:50 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 : 17261
Unique Edges : 25112
Edges With Duplicates : 4740
Total Edges : 29852
Number of Edge Types : 5
Retweet : 14260
MentionsInRetweet : 5171
Mentions : 5570
Replies to : 3547
Tweet : 1304
Self-Loops : 1355
Reciprocated Vertex Pair Ratio : 0.00366863905325444
Reciprocated Edge Ratio : 0.00731045867232638
Connected Components : 1220
Single-Vertex Connected Components : 763
Maximum Vertices in a Connected Component : 14853
Maximum Edges in a Connected Component : 27252
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.018493
Graph Density : 8.54007282238884E-05
Modularity : 0.681774
NodeXL Version : 1.0.1.438
Data Import : The graph represents a network of 17,261 Twitter users whose recent tweets contained "TheAtlantic", 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 Saturday, 25 July 2020 at 17:16 UTC.
The tweets in the network were tweeted over the 12-hour, 39-minute period from Saturday, 25 July 2020 at 04:10 UTC to Saturday, 25 July 2020 at 16:50 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 : TheAtlantic
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:
[3958] covid,19 [3844] effective,vaccine [3829] gives,good [3829] good,summary [3828] ve,seen [3825] take,months [3823] vaccine,covid [3823] article,gives [3823] months,before [3822] although,ve Top Word Pairs in Tweet in G1:
[3631] covid,19 [3624] although,ve [3624] ve,seen [3624] seen,positive [3624] positive,findings [3624] findings,recently [3624] recently,possibilities [3624] possibilities,developing [3624] developing,vaccine [3624] vaccine,covid Top Word Pairs in Tweet in G2:
[2581] theatlantic,ronbrownstein [309] accept,results [252] canaryincoalmin,theatlantic [153] ryanhand16,theatlantic [138] ronbrownstein,words [135] words,left [131] isn,news [130] election,accept [129] left,loses [129] loses,election Top Word Pairs in Tweet in G3:
[1977] rank,amateur [1977] amateur,predicted [1977] predicted,unprepared [1977] unprepared,troops [1977] troops,guns [1977] guns,increase [1977] increase,tension [1977] tension,prolong [1977] prolong,crisis [1977] crisis,although Top Word Pairs in Tweet in G4:
[1562] cases,canada [788] relative,population [788] 14,times [788] weeks,ago [783] canada,better [781] population,recording [781] recording,14 [781] times,many [781] many,cases [781] canada,twelve Top Word Pairs in Tweet in G5:
[816] destroy,country [815] vote,trump [813] hey,everyone [813] everyone,better [813] better,vote [813] trump,destroy [813] country,portland [813] portland,media [813] media,intimidates [813] intimidates,order Top Word Pairs in Tweet in G6:
[35] covid,19 [35] davidfrum,theatlantic [33] sped,timeline [33] timeline,vaccine [33] vaccine,still [33] still,months [33] months,away [33] away,once [33] once,arrives [33] arrives,unlikely Top Word Pairs in Tweet in G7:
[54] covid,19 [46] vaccine,reality [46] reality,check [43] 19,vaccine [36] check,atlantic [28] show,portland [27] trump,putting [27] putting,show [27] portland,atlantic [20] dave,grohl Top Word Pairs in Tweet in G8:
[172] destroy,country [148] hold,vote [148] vote,hostage [148] hostage,vote [148] vote,tell [148] tell,ll [148] ll,destroy [148] country,fuck [114] didn,democrats [114] democrats,try Top Word Pairs in Tweet in G9:
[186] donald,trump [175] arizonans,especially [175] veering,right [175] right,anyway [174] especially,those [174] those,suburbs [174] suburbs,souring [174] souring,donald [174] trump,state [174] state,party Top Word Pairs in Tweet in G10:
[70] united,states [48] circumstance,born [48] born,place [48] place,history [48] history,policies [48] policies,place [48] place,majority [48] majority,humanity [48] humanity,forever [48] forever,determine Top Replied-To in Entire Graph:
Top Replied-To in G2:
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Top Replied-To in G8:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G3:
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Top Mentioned in G8:
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Top Tweeters in Entire Graph:
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Top Tweeters in G9:
Top Tweeters in G10: