The graph represents a network of 15,890 Twitter users whose recent tweets contained "Marxism", 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 Monday, 19 April 2021 at 20:06 UTC.
The tweets in the network were tweeted over the 23-hour, 38-minute period from Sunday, 18 April 2021 at 20:08 UTC to Monday, 19 April 2021 at 19:46 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 : 15890
Unique Edges : 20512
Edges With Duplicates : 4010
Total Edges : 24522
Number of Edge Types : 5
Retweet : 11838
Replies to : 6420
Mentions : 2871
Tweet : 1755
MentionsInRetweet : 1638
Self-Loops : 1820
Reciprocated Vertex Pair Ratio : 0.00887298396980244
Reciprocated Edge Ratio : 0.0175898931000972
Connected Components : 1623
Single-Vertex Connected Components : 891
Maximum Vertices in a Connected Component : 12475
Maximum Edges in a Connected Component : 20952
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 4.259404
Graph Density : 8.15126304375371E-05
Modularity : 0.686569
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 15,890 Twitter users whose recent tweets contained "Marxism", 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 Monday, 19 April 2021 at 20:06 UTC.
The tweets in the network were tweeted over the 23-hour, 38-minute period from Sunday, 18 April 2021 at 20:08 UTC to Monday, 19 April 2021 at 19:46 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 : Marxism
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 : Betweenness Centrality
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[5065] ponzi,scheme [2513] greatest,ponzi [2466] marxism,greatest [1772] ponzi,schemes [1756] marxism,ponzi [1395] scheme,devised [1356] define,marxism [1325] boebert,marxism [1243] lauren,boebert [973] saying,marxism Top Word Pairs in Tweet in G1:
[1207] ponzi,scheme [467] success,everyone [463] come,top [462] promises,success [462] ones,come [461] top,criminals [461] criminals,charge [460] everyone,defrauds [460] defrauds,everyone [460] everyone,involved Top Word Pairs in Tweet in G2:
[1239] ponzi,scheme [832] marxism,ponzi [579] ponzi,schemes [549] lauren,boebert [447] marxism,greatest [446] greatest,ponzi [402] boebert,marxism [355] understands,marxism [352] cool,industrial [352] industrial,strength Top Word Pairs in Tweet in G3:
[792] stealyoredbull,marxism [117] ponzi,scheme [116] know,marxism [112] marxism,trending [110] anticommunists,know [110] marxism,attempt [110] attempt,describe [110] describe,failing [110] failing,system [110] system,pull Top Word Pairs in Tweet in G4:
[865] define,marxism [682] without,looking [676] marxism,without [672] congresswoman,please [672] please,define [357] ponzi,scheme [232] marxism,ponzi [179] scheme,take [179] take,many [179] many,tweets Top Word Pairs in Tweet in G5:
[599] suspect,lot [599] lot,reason [599] reason,many [599] marxism,marxian [599] marxian,ideologies [599] ideologies,simultaneously [599] simultaneously,good [598] many,academic [598] academic,temperament [598] temperament,types Top Word Pairs in Tweet in G6:
[833] ponzi,scheme [807] marxism,greatest [807] greatest,ponzi [804] scheme,devised [802] saying,marxism [802] devised,defending [802] defending,system [802] system,design [802] design,funnels [802] funnels,billions Top Word Pairs in Tweet in G7:
[124] ponzi,scheme [71] marxism,ponzi [54] lauren,boebert [41] marxism,trending [40] know,marxism [33] ponzi,schemes [28] marxism,leninism [24] marxism,socialism [24] define,marxism [18] don,know Top Word Pairs in Tweet in G8:
[768] ponzi,scheme [699] greatest,ponzi [698] marxism,greatest [689] ponzi,schemes [676] boebert,marxism [663] avindman,know [663] more,thought [662] scheme,avindman [662] know,those [662] those,things Top Word Pairs in Tweet in G9:
[113] marxism,people [113] never,lived [113] lived,under [112] people,support [112] support,marxism [112] people,never [112] under,marxism [90] trying,reduce [90] reduce,economic [90] economic,inequality Top Word Pairs in Tweet in G10:
[250] marxism,communism [250] describing,capitalism [249] great,example [249] example,good [249] good,old [249] old,capitalists [249] capitalists,describe [249] describe,socialism [249] socialism,marxism [249] communism,describing 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 G7:
Top Replied-To in G8:
Top Replied-To in G9:
Top Replied-To in G10:
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 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: