The graph represents a network of 17,372 Twitter users whose recent tweets contained "Weinstein", 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 Wednesday, 22 January 2020 at 16:35 UTC.
The tweets in the network were tweeted over the 16-hour, 35-minute period from Tuesday, 21 January 2020 at 22:33 UTC to Wednesday, 22 January 2020 at 15:09 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 : 17372
Unique Edges : 20858
Edges With Duplicates : 1680
Total Edges : 22538
Number of Edge Types : 5
Retweet : 11393
Tweet : 2176
MentionsInRetweet : 5446
Replies to : 1678
Mentions : 1845
Self-Loops : 2215
Reciprocated Vertex Pair Ratio : 0.00152803952528905
Reciprocated Edge Ratio : 0.00305141636576311
Connected Components : 1854
Single-Vertex Connected Components : 1155
Maximum Vertices in a Connected Component : 13961
Maximum Edges in a Connected Component : 19074
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 4.733903
Graph Density : 6.51591091798385E-05
Modularity : 0.762498
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 17,372 Twitter users whose recent tweets contained "Weinstein", 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 Wednesday, 22 January 2020 at 16:35 UTC.
The tweets in the network were tweeted over the 16-hour, 35-minute period from Tuesday, 21 January 2020 at 22:33 UTC to Wednesday, 22 January 2020 at 15:09 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 : Weinstein
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:
[11125] harvey,weinstein [6369] hillary,clinton [5185] bernie,sanders [5000] jeffrey,epstein [3823] bill,clinton [3786] kevin,spacey [3740] friends,harvey [3629] ghislaine,maxwell [3612] weinstein,kevin [3603] spacey,bill Top Word Pairs in Tweet in G1:
[3312] harvey,weinstein [3306] hillary,clinton [3306] jeffrey,epstein [3305] bernie,sanders [3305] friends,harvey [3304] bill,clinton [3303] weinstein,kevin [3303] kevin,spacey [3303] spacey,bill [3303] clinton,ghislaine Top Word Pairs in Tweet in G2:
[2115] known,' [2100] 'how,known [2094] asks,'how [2094] suggests,otherwise [2093] reporting,suggests [2083] hillaryclinton,asks [1582] ',#weinstein [1582] #weinstein,ronanfarrow's [1581] ronanfarrow's,reporting [774] harvey,weinstein Top Word Pairs in Tweet in G3:
[624] harvey,weinstein [123] hillary,clinton [97] weinstein,trial [86] rape,trial [82] trial,set [80] opening,statements [74] harvey,weinstein's [61] clinton,defends [55] case,against [54] against,harvey Top Word Pairs in Tweet in G4:
[646] harvey,weinstein [560] crooked,hillary [560] hillary,know [560] know,harvey [560] weinstein,known [560] known,didn [560] didn,know [560] know,weinstein [560] weinstein,same [560] same,way Top Word Pairs in Tweet in G5:
[794] harvey,weinstein [738] bernie,sanders [680] sanders,harvey [678] harsher,words [678] words,bernie [677] hillary,harsher [92] hillary,clinton [57] jeffrey,epstein [43] friends,harvey [40] known,' Top Word Pairs in Tweet in G6:
[635] harvey,weinstein [543] hillary,clinton [448] weinstein,association [447] clinton,defends [446] defends,harvey [444] association,known [100] bernie,sanders [73] jeffrey,epstein [58] bill,clinton [55] friends,harvey Top Word Pairs in Tweet in G7:
[712] people,hillary [710] hillary,thinks [694] harvey,weinstein [615] jeffrey,epstein [484] bernie,sanders [368] weinstein,jeffrey [361] henry,kissinger [357] donald,trump [355] thinks,likable [355] likable,harvey Top Word Pairs in Tweet in G8:
[422] people,hillary [404] harvey,weinstein [336] jeffrey,epstein [271] bernie,sanders [215] henry,kissinger [210] donald,trump [209] weinstein,henry [208] hillary,likes [207] kissinger,jeffrey [206] likes,harvey Top Word Pairs in Tweet in G9:
[222] harvey,weinstein [95] weinstein,documentary [84] still,waiting [78] waiting,harvey [74] suddenly,oprah [74] oprah,standards [74] standards,problem [74] problem,promoting [74] promoting,self [74] self,serving Top Word Pairs in Tweet in G10:
[96] hillary,clinton [95] harvey,weinstein [45] 'how,known [45] known,' [44] asks,'how [44] reporting,suggests [44] suggests,otherwise [38] clinton,defends [37] defends,relationship [36] throw,away Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: