The graph represents a network of 4,378 Twitter users whose recent tweets contained "blacklivesmatter", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 2/5/2023 5:00:35 PM. The network was obtained from Twitter on Monday, 06 February 2023 at 21:24 UTC.
The tweets in the network were tweeted over the 2954-day, 2-hour, 54-minute period from Sunday, 04 January 2015 at 22:05 UTC to Monday, 06 February 2023 at 01:00 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 : 4378
Unique Edges : 2358
Edges With Duplicates : 15942
Total Edges : 18300
Number of Edge Types : 9
Tweet : 1545
Retweet : 3179
MentionsInRetweet : 4230
Replies to : 714
Quote : 417
MentionsInReplyTo : 1875
Mentions : 5696
MentionsInQuote : 365
MentionsInQuoteReply : 279
Self-Loops : 3994
Reciprocated Vertex Pair Ratio : 0.017274472168906
Reciprocated Edge Ratio : 0.0339622641509434
Connected Components : 852
Single-Vertex Connected Components : 342
Maximum Vertices in a Connected Component : 1736
Maximum Edges in a Connected Component : 12998
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 7.554544
Graph Density : 0.00022126542321761
Modularity : 0.251602
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 4,378 Twitter users whose recent tweets contained "blacklivesmatter", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 2/5/2023 5:00:35 PM. The network was obtained from Twitter on Monday, 06 February 2023 at 21:24 UTC.
The tweets in the network were tweeted over the 2954-day, 2-hour, 54-minute period from Sunday, 04 January 2015 at 22:05 UTC to Monday, 06 February 2023 at 01:00 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 : TwitterSearch2
Graph Term : blacklivesmatter
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:
[622] #qm,#4ir [524] employees,medical [524] government,employees [524] medical,scheme [522] scheme,running [522] groenkloof,pta [468] running,vlakplaas [468] vlakplaas,groenkloof [429] spirituality,#qm [404] racism,place Top Word Pairs in Tweet in G1:
[226] ding,ding [43] #pennstate,#blacklivesmatter [43] ding,#pennstate [43] #blacklivesmatter,#justiceforall [35] #blackhistorymonth,#blacklivesmatter [25] black,history [20] police,#blacklivesmatter [18] #blm,#blacklivesmatter [18] black,lives [16] #middleeast,#indonesia Top Word Pairs in Tweet in G2:
[80] racism,apartheid [78] ziopaths,ziophrenia [78] one,racist [78] apartheid,segregation [78] ziophrenia,#blacklivesmatter [78] countries,history [78] racist,countries [78] history,humankind [78] israel,one [78] segregation,murder Top Word Pairs in Tweet in G3:
[243] white,lives [239] lives,matter [167] matter,white [121] ban,white [121] white,white [102] black,history [99] happy,black [99] history,month [95] power,glory [93] glory,#bnwo Top Word Pairs in Tweet in G4:
[46] history,america [46] america,facet [46] states,untouched [46] slavery,notion [46] untouched,slavery [46] facet,united [46] united,states [46] #blackhistorymonth,history [45] gaddytam12ge,#blackhistorymonth [45] notion,#b Top Word Pairs in Tweet in G5:
[128] #democrats,#blm [128] #blm,#blacklivesmatter [124] together,#bidenharris2024 [121] #bidenharris2024,#endpolicebrutality [119] #endpolicebrutality,#democrats [81] friends,together [81] saturday,friends [80] claudette966,saturday [80] #blacklivesmatter,#africanwealthfor [33] sunday,together Top Word Pairs in Tweet in G6:
[65] join,celebration [65] black,culture [65] celebration,black [65] history,limited [65] limited,edition [65] women's,shirt [65] culture,history [65] edition,women's [65] soft,breathable [65] made,soft Top Word Pairs in Tweet in G7:
[18] nbc33,wgnotv [18] wgnotv,wdsu [18] usdol,uscourts [18] blmla,aclu [18] foxnews,cnnbrk [18] wdsu,fox8nola [18] starbucks,isepstudyabroad [18] wgmbfox44,nbc33 [18] wbrz,wgmbfox44 [18] wafb,wbrz Top Word Pairs in Tweet in G8:
[622] #qm,#4ir [524] employees,medical [524] medical,scheme [524] government,employees [522] scheme,running [522] groenkloof,pta [468] running,vlakplaas [468] vlakplaas,groenkloof [429] spirituality,#qm [404] racism,place Top Word Pairs in Tweet in G9:
[42] please,please [42] please,catch [42] #africa,#racism [42] catch,dangerous [42] dangerous,racist [40] suspects,#blacklivesmatter [40] #blm,#africa [40] #racism,#nypd [40] #blacklivesmatter,#blm [40] racist,suspects Top Word Pairs in Tweet in G10:
[77] #mlk,#grenfelltower [77] #blacklivesmatter,#bidenharris [77] #grenfelltower,#blacklivesmatter [77] #bidenharris,#oprahmeghanharry [76] #holocaustmemorialday,#mlk [69] #oprahmeghanharry,#reparations [66] #ukraine,#iran [61] #kingcharlesiii,#ukraine [57] #reparations,#kingcharlesiii [13] service,#holocaustmemorialday Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
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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 G7:
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: