The graph represents a network of 12,125 Twitter users whose recent tweets contained "(black lives matter) OR (BLM movement) OR #BLM OR #BlackLivesMatter OR #BLMMovement OR BLM OR (black-lives-matter) OR (black lives matter movement)", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 10,000 tweets, tweeted between 1/1/2023 12:00:00 AM and 2/20/2024 11:34:59 AM. The network was obtained from Twitter on Tuesday, 20 February 2024 at 22:08 UTC.
The tweets in the network were tweeted over the 3201-day, 16-hour, 31-minute period from Sunday, 17 May 2015 at 03:03 UTC to Tuesday, 20 February 2024 at 19:34 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
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 : 12125
Unique Edges : 13589
Edges With Duplicates : 3690
Total Edges : 17279
Number of Edge Types : 9
Replies to : 3403
MentionsInReplyTo : 1724
Retweet : 5593
Mentions : 517
MentionsInRetweet : 1090
Quote : 1199
Tweet : 3495
MentionsInQuote : 152
MentionsInQuoteReply : 106
Self-Loops : 4018
Reciprocated Vertex Pair Ratio : 0.00758882373232149
Reciprocated Edge Ratio : 0.015063334474495
Connected Components : 2392
Single-Vertex Connected Components : 823
Maximum Vertices in a Connected Component : 5516
Maximum Edges in a Connected Component : 10798
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 7.855988
Graph Density : 7.94811007901172E-05
Modularity : 0.726012
NodeXL Version : 1.0.1.528
Data Import : The graph represents a network of 12,125 Twitter users whose recent tweets contained "(black lives matter) OR (BLM movement) OR #BLM OR #BlackLivesMatter OR #BLMMovement OR BLM OR (black-lives-matter) OR (black lives matter movement)", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 10,000 tweets, tweeted between 1/1/2023 12:00:00 AM and 2/20/2024 11:34:59 AM. The network was obtained from Twitter on Tuesday, 20 February 2024 at 22:08 UTC.
The tweets in the network were tweeted over the 3201-day, 16-hour, 31-minute period from Sunday, 17 May 2015 at 03:03 UTC to Tuesday, 20 February 2024 at 19:34 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch3
Graph Term : (black lives matter) OR (BLM movement) OR #BLM OR #BlackLivesMatter OR #BLMMovement OR BLM OR (black-lives-matter) OR (black lives matter movement)
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:
[431] blm,pro [427] dare,blm [427] allowed,dare [427] palestine,protest [427] protest,suddenly [427] pro,palestine [427] suddenly,police [427] police,forces [426] milkyoreox,allowed [426] forces,fro Top Word Pairs in Tweet in G1:
[93] video,#tiktok [86] lives,matter [85] black,lives [65] spent,money [65] 2023,paying [65] treasurer,consulting [65] matter,pac [65] money,2023 [65] pac,spent [65] paying,treasurer Top Word Pairs in Tweet in G2:
[49] yg,blm [43] blm,tidur [35] blm,ada [33] blm,bisa [30] aku,blm [27] gue,blm [23] lives,matter [23] black,lives [21] jam,segini [20] ada,yg Top Word Pairs in Tweet in G3:
[40] culture,ve [40] enough,major [40] ve,black [40] jews,kind [40] major,shift [40] kind,enough [40] time,jews [40] shift,culture [39] black,liv [39] briannawu,time Top Word Pairs in Tweet in G4:
[427] allowed,dare [427] protest,suddenly [427] pro,palestine [427] blm,pro [427] suddenly,police [427] dare,blm [427] palestine,protest [427] police,forces [426] milkyoreox,allowed [426] forces,fro Top Word Pairs in Tweet in G5:
[281] tito,ortiz [281] blm,riots [280] back,protecting [280] city,blm [280] ortiz,reflects [280] reflects,back [280] protecting,city [280] coordinated,gonna [280] 2020,coordinated [280] riots,2020 Top Word Pairs in Tweet in G6:
[21] kemi,badenoch [15] scott,benton [14] starmer's,bad [14] bad,week [13] week,starmer's [12] rishi,sunak [11] henry,staunton [10] michael,gove [9] #toriesout593,#sunakout483 [9] ceasefire,gaza Top Word Pairs in Tweet in G7:
[8] ow,ow [5] incredibly,easy [5] ####,### [4] app,having [4] super,ghost [4] having,newly [4] look,further [4] stray,kids [4] ###,#### [4] makes,incredibly Top Word Pairs in Tweet in G8:
[8] gt,gt [6] kany,kany [5] bridgit,mendler [5] that'd,response [5] flip,that'd [5] response,everything [5] back,flip [5] knew,back [4] lil,niggas [4] lock,locked Top Word Pairs in Tweet in G9:
[10] joe,biden [10] blm,antifa [9] blm,assassinations [9] pretty,much [9] much,sums [9] missing,joe [9] biden,true [9] sums,missing [9] true,division [9] libsoftiktok,weird Top Word Pairs in Tweet in G10:
[8] prince,william [6] things,lifelong [6] lgbtq,ally [6] hello,followers [6] lifelong,liberal [6] few,things [6] democrat,staunch [6] followers,few [6] staunch,lgbtq [6] liberal,democrat Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
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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:
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Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
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Top Tweeters in G5:
Top Tweeters in G6:
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Top Tweeters in G9:
Top Tweeters in G10: