The graph represents a network of 20,389 Twitter users whose recent tweets contained "Capitalism", 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, 03 May 2021 at 04:30 UTC.
The tweets in the network were tweeted over the 10-hour, 15-minute period from Sunday, 02 May 2021 at 17:58 UTC to Monday, 03 May 2021 at 04:14 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 : 20389
Unique Edges : 21615
Edges With Duplicates : 3507
Total Edges : 25122
Number of Edge Types : 5
Tweet : 2841
Retweet : 11707
Mentions : 4902
Replies to : 4897
MentionsInRetweet : 775
Self-Loops : 2921
Reciprocated Vertex Pair Ratio : 0.0192955127883021
Reciprocated Edge Ratio : 0.0378604880453537
Connected Components : 3584
Single-Vertex Connected Components : 1544
Maximum Vertices in a Connected Component : 10201
Maximum Edges in a Connected Component : 14471
Maximum Geodesic Distance (Diameter) : 22
Average Geodesic Distance : 6.173779
Graph Density : 4.87982740022821E-05
Modularity : 0.804622
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 20,389 Twitter users whose recent tweets contained "Capitalism", 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, 03 May 2021 at 04:30 UTC.
The tweets in the network were tweeted over the 10-hour, 15-minute period from Sunday, 02 May 2021 at 17:58 UTC to Monday, 03 May 2021 at 04:14 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 : Capitalism
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:
[1738] weird,capitalism [1734] bad,thing [1731] taking,day [1729] capitalism,brainwashed [1729] brainwashed,believe [1729] believe,taking [1729] day,bad [1319] capitalism,really [1269] tries,sell [1268] sell,back Top Word Pairs in Tweet in G1:
[1612] weird,capitalism [1612] taking,day [1611] capitalism,brainwashed [1611] brainwashed,believe [1611] believe,taking [1611] day,bad [1611] bad,thing [16] id,politics [9] covid,wave [9] wave,india Top Word Pairs in Tweet in G2:
[52] fuck,capitalism [47] hate,capitalism [40] under,capitalism [36] screech,screech [25] stage,capitalism [23] late,stage [19] love,capitalism [17] free,market [15] capitalism,breeds [14] american,capitalism Top Word Pairs in Tweet in G3:
[1137] capitalism,really [1137] really,robs [1137] robs,serotonin [1137] serotonin,tries [1137] tries,sell [1137] sell,back [26] weird,capitalism [26] capitalism,brainwashed [26] brainwashed,believe [26] believe,taking Top Word Pairs in Tweet in G4:
[957] conscious,capitalism [8] madam,ji [8] ji,don [8] don,buy [8] buy,medicines [8] medicines,fun [8] fun,free [8] free,part [8] part,conscious [2] happy,ruled Top Word Pairs in Tweet in G5:
[59] under,capitalism [31] tw,deaths [31] deaths,beginning [31] beginning,conversation [31] conversation,tweet [31] tweet,above [31] persons,died [31] died,capitalism [31] capitalism,info [31] info,sources Top Word Pairs in Tweet in G6:
[103] capitalism,thrives [103] thrives,folks [103] folks,marginalized [103] marginalized,makes [103] makes,easier [103] easier,exploit [103] exploit,actively [103] actively,fighting [103] fighting,against [103] against,bigotry Top Word Pairs in Tweet in G7:
[262] repdavidrouzer,capitalism [249] capitalism,actually [40] capitalism,works [27] repdavidrouzer,pay [26] wages,capitalism [24] pay,wages [24] works,fuckbois [20] free,market [14] find,workers [14] hate,capitalism Top Word Pairs in Tweet in G8:
[331] under,capitalism [319] mass,starvation [319] starvation,under [15] state,capitalism [5] capitalism,good [5] tries,sell [5] weird,capitalism [5] capitalism,brainwashed [5] brainwashed,believe [5] believe,taking Top Word Pairs in Tweet in G9:
[600] re,trying [300] time,someone [300] someone,points [300] points,person [300] person,same [300] same,marginalization [300] marginalization,evidence [300] evidence,re [300] trying,hard [300] hard,enough Top Word Pairs in Tweet in G10:
[175] work,harder [169] capitalism,perpetuates [168] perpetuates,myth [168] myth,work [168] harder,ll [168] ll,eventually [168] eventually,one [168] one,day [168] day,comfortable [168] comfortable,lie Top Replied-To in Entire Graph:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: