The graph represents a network of 91,918 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 100,000 tweets, tweeted between 5/25/2020 12:00:00 AM and 6/25/2020 11:59:59 PM. The network was obtained from Twitter on Friday, 22 March 2024 at 16:16 UTC.
The tweets in the network were tweeted over the 4140-day, 21-hour, 11-minute period from Monday, 19 November 2012 at 11:30 UTC to Friday, 22 March 2024 at 08:42 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 : 91918
Unique Edges : 89616
Edges With Duplicates : 26868
Total Edges : 116484
Number of Edge Types : 7
MentionsInQuote : 3738
Tweet : 29551
Quote : 10099
Replies to : 32807
Mentions : 16204
MentionsInReplyTo : 23464
MentionsInQuoteReply : 621
Self-Loops : 33865
Reciprocated Vertex Pair Ratio : 0.0116687754815127
Reciprocated Edge Ratio : 0.0230683713173986
Connected Components : 35957
Single-Vertex Connected Components : 25888
Maximum Vertices in a Connected Component : 37378
Maximum Edges in a Connected Component : 67085
Maximum Geodesic Distance (Diameter) : 28
Average Geodesic Distance : 6.177303
Graph Density : 8.51715884966384E-06
Modularity : 0.654805
NodeXL Version : 1.0.1.529
Data Import : The graph represents a network of 91,918 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 100,000 tweets, tweeted between 5/25/2020 12:00:00 AM and 6/25/2020 11:59:59 PM. The network was obtained from Twitter on Friday, 22 March 2024 at 16:16 UTC.
The tweets in the network were tweeted over the 4140-day, 21-hour, 11-minute period from Monday, 19 November 2012 at 11:30 UTC to Friday, 22 March 2024 at 08:42 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:
[18448] lives,matter [17339] black,lives [1707] blm,movement [1657] black,people [1284] blm,protests [1264] burn,down [918] trump,tower [906] blm,leader [888] matter,leader [867] support,blm Top Word Pairs in Tweet in G1:
[7098] lives,matter [6788] black,lives [574] blm,movement [515] burn,down [446] matter,leader [440] matter,movement [426] trump,tower [386] black,people [333] robert,johnson [333] bet,founder Top Word Pairs in Tweet in G2:
[2887] lives,matter [2794] black,lives [853] realdonaldtrump,nycmayor [406] realdonaldtrump,blm [335] black,people [296] blm,leader [290] blm,antifa [288] realdonaldtrump,black [230] burn,down [211] trump,tower Top Word Pairs in Tweet in G3:
[550] lives,matter [451] black,lives [328] blm,protests [141] blm,protest [126] blm,movement [112] black,people [82] social,distancing [74] white,lives [65] support,blm [58] police,officers Top Word Pairs in Tweet in G4:
[366] lives,matter [360] black,lives [58] black,people [47] blm,movement [46] breonna,taylor [44] mcuban,forbes [39] confederate,flag [27] support,blm [26] burn,down [25] care,black Top Word Pairs in Tweet in G5:
[255] lives,matter [253] black,lives [49] covid,19 [48] god,bless [45] 719,439 [45] lamont,banks [42] black,people [42] massive,stroke [41] banks,719 [38] exposing,truth Top Word Pairs in Tweet in G6:
[263] black,lives [259] lives,matter [100] #dcprotest,#dcprotests [95] washington,dc [91] #blacklivesmatter,#blacklivesmatterdc [91] #dcprotests,#blacklivesmatter [90] dc,#dcprotest [48] burn,down [40] black,people [37] blm,leader Top Word Pairs in Tweet in G7:
[391] black,lives [387] lives,matter [57] answer,shock [54] matter,answer [54] funding,black [52] shock,youtube [44] burn,down [29] matter,youtube [27] agustín,laje [27] mamela,fiallo Top Word Pairs in Tweet in G8:
[303] lives,matter [283] black,lives [90] co,founder [88] blm,co [86] connected,communist [86] president,maduro [86] communist,venezuelan [86] venezuelan,president [83] more,riot [83] founder,opal Top Word Pairs in Tweet in G9:
[610] lives,matter [380] black,lives [235] matter,until [211] until,black [106] roll,tide [35] tide,#blacklivesmatter [34] #rolltide,#blacklivesmatter [34] well,done [33] #blacklivesmatter,#rolltide [30] alabama,football Top Word Pairs in Tweet in G10:
[314] black,lives [308] lives,matter [129] burn,down [96] blm,leader [67] down,system [66] give,burn [56] doesn,give [53] treason,sedition [52] matter,leader [52] sedition,insurrection 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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Top Tweeters in G10: