The graph represents a network of 16,085 Twitter users whose recent tweets contained "#ShutDownSTEM", 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 Tuesday, 16 June 2020 at 15:04 UTC.
The tweets in the network were tweeted over the 5-day, 17-hour, 57-minute period from Wednesday, 10 June 2020 at 20:39 UTC to Tuesday, 16 June 2020 at 14:36 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 : 16085
Unique Edges : 25211
Edges With Duplicates : 3014
Total Edges : 28225
Number of Edge Types : 5
Tweet : 2891
MentionsInRetweet : 6584
Mentions : 2806
Retweet : 15272
Replies to : 672
Self-Loops : 2956
Reciprocated Vertex Pair Ratio : 0.0117035659962819
Reciprocated Edge Ratio : 0.0231363541449154
Connected Components : 1666
Single-Vertex Connected Components : 760
Maximum Vertices in a Connected Component : 12124
Maximum Edges in a Connected Component : 23536
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5.340847
Graph Density : 9.25549630371541E-05
Modularity : 0.767068
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 16,085 Twitter users whose recent tweets contained "#ShutDownSTEM", 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 Tuesday, 16 June 2020 at 15:04 UTC.
The tweets in the network were tweeted over the 5-day, 17-hour, 57-minute period from Wednesday, 10 June 2020 at 20:39 UTC to Tuesday, 16 June 2020 at 14:36 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 : #ShutDownSTEM
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 G2:
[981] black,lives [650] horses,dislike [451] dislike,trojan [342] trojan,horses [315] horses,black [305] lives,matter [304] matter,support [304] support,#blacklivesmatter [304] #blacklivesmatter,horrified [304] horrified,police Top Word Pairs in Tweet in G3:
[359] anti,black [358] #shutdownstem,#shutdownacademia [358] black,racism [358] racism,academia [358] #shutdownacademia,#strike4blacklives [358] academia,stem [358] take,time [358] today,join [358] join,#shutdownstem [358] today,instead Top Word Pairs in Tweet in G4:
[583] anger,frustration [579] blackafinstem,#amplifyblackstem [374] pls,share [315] open,letter [303] letter,science [276] science,colleagues [238] colleagues,mentors [232] mentors,friends [231] friends,sadness [231] sadness,anger Top Word Pairs in Tweet in G5:
[435] #shutdownstem,#shutdownacademia [435] #shutdownacademia,#shutdownstem [434] against,black [433] #shutdownstem,science [433] black,lives [433] #shutdownstem,#strike4blacklives [433] black,people [433] science,weaponized [433] weaponized,against [433] #strike4blacklives,#shutdownstem Top Word Pairs in Tweet in G6:
[151] #shutdownstem,#shutdownacademia [78] #shutdownacademia,#strike4blacklives [42] 10,june [41] preparation,#shutdownstem [40] #shutdownstem,tomorrow [39] tomorrow,10 [38] science,made [29] made,following [29] following,articles [27] articles,available Top Word Pairs in Tweet in G7:
[208] #strike4blacklives,#shutdownstem [91] anti,black [68] black,racism [67] eradicate,anti [67] #shutdownstem,#blackintheivory [67] racism,academia [67] today,marched [67] marched,eradicate [67] academia,ultimately [67] ultimately,pushes Top Word Pairs in Tweet in G8:
[451] #shutdownstem,#shutdownacademia [432] #strike4blacklives,#shutdownstem [430] black,voices [427] self,reflection [427] using,today [426] today,focus [425] focus,black [425] voices,academia [425] academia,self [425] reflection,help Top Word Pairs in Tweet in G9:
[299] anti,black [166] #shutdownstem,today [148] wanted,share [143] today,lab [142] lab,put [141] put,aside [141] aside,research [141] research,crafted [141] crafted,concrete [141] concrete,ideas Top Word Pairs in Tweet in G10:
[176] going,tweet [166] tweet,today [165] today,black [164] black,americans [164] americans,natural [164] natural,resources [164] resources,professions [164] professions,begin [164] begin,celebrating [164] celebrating,oldest Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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