The graph represents a network of 5,396 Twitter users whose tweets in the requested range contained "blacklivesmatter", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 03 January 2022 at 20:31 UTC.
The requested start date was Monday, 03 January 2022 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 2-day, 8-hour, 43-minute period from Wednesday, 29 December 2021 at 13:12 UTC to Friday, 31 December 2021 at 21:55 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 : 5396
Unique Edges : 3758
Edges With Duplicates : 14986
Total Edges : 18744
Number of Edge Types : 5
Retweet : 4755
MentionsInRetweet : 7054
Mentions : 4117
Replies to : 685
Tweet : 2133
Self-Loops : 2745
Reciprocated Vertex Pair Ratio : 0.0155562078074552
Reciprocated Edge Ratio : 0.030635838150289
Connected Components : 583
Single-Vertex Connected Components : 280
Maximum Vertices in a Connected Component : 4215
Maximum Edges in a Connected Component : 17112
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.698683
Graph Density : 0.000237707401425283
Modularity : 0.335013
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 5,396 Twitter users whose tweets in the requested range contained "blacklivesmatter", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 03 January 2022 at 20:31 UTC.
The requested start date was Monday, 03 January 2022 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 2-day, 8-hour, 43-minute period from Wednesday, 29 December 2021 at 13:12 UTC to Friday, 31 December 2021 at 21:55 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 : GraphServerTwitterSearch
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:
[576] ding,ding [395] #blacklivesmatter,#blmceo [380] #ceo,#blacklivesmatter [278] gems_number1,discovery_sa [244] discovery_sa,cmscares4u [244] cmscares4u,presidencyza [236] racial,discrimination [234] realitybitestv1,#realitybites [225] #blacklivesmatter,#blm [215] #followus,#changingthenarrative Top Word Pairs in Tweet in G1:
[278] gems_number1,discovery_sa [244] discovery_sa,cmscares4u [244] cmscares4u,presidencyza [203] racial,discrimination [172] presidencyza,thedpsa [116] alima1000,racial [106] discrimination,#kkk [106] #kkk,gems_number1 [106] presidencyza,mamphelar [94] discrimination,gems_number1 Top Word Pairs in Tweet in G2:
[228] ding,ding [133] #holocaustmemorialday,#mlk [132] #mlk,#grenfelltower [131] #grenfelltower,#blacklivesmatter [130] #blacklivesmatter,#bidenharris [130] #bidenharris,#oprahmeghanharry [129] #oprahmeghanharry,#reparationsnow [95] black,people [92] justice,peace [77] #alberta,#ontario Top Word Pairs in Tweet in G3:
[275] ding,ding [128] #aoc,#biden [122] hmm,#democrats [122] #democrats,#democratsareadisaster [122] #democratsareadisaster,#republicans [122] #republicans,#whitehouse [122] #whitehouse,#bidenadministration [122] #bidenadministration,#aoc [122] #biden,#gop [94] #blacklivesmatter,#blm Top Word Pairs in Tweet in G4:
[16] follow,back [15] #vaccineswork,#blacklivesmatter [15] #blacklivesmatter,#45lost [15] #45lost,#dcstatehood [15] #dcstatehood,#voteblue [15] #voteblue,#endthefilibuster [15] #endthefilibuster,#prstatehood [15] #prstatehood,#fairnessdoctrine [15] #fairnessdoctrine,#defenddaca [15] #defenddaca,#protectvotingrights Top Word Pairs in Tweet in G5:
[31] #blm,#blacklivesmatter [18] black,lives [18] lives,matter [11] link,below [10] black,people [8] #blacklivesmatter,#blm [8] #mikesrandomthoughts,#redwave2022 [8] #redwave2022,#redwave2024 [8] #redwave2024,#joebidensamerica [8] #joebidensamerica,#chinajoebiden Top Word Pairs in Tweet in G6:
[15] #wtpblue,#demvoice1 [15] #demvoice1,#americans [10] #americans,#onev1 [10] #onev1,#freshresists [9] #resist,#asianlivesmatter [8] #voteblue2022,#wtpblue [8] #blacklivesmatter,america [8] america,africa [7] #voteblue,republicans [7] republicans,trying Top Word Pairs in Tweet in G7:
[69] drop,mutual [69] mutual,aid [69] aid,crowdfunding [69] crowdfunding,ill [69] ill,try [69] try,boost [69] boost,much [69] much,celebrating [69] celebrating,year's [69] year's,eve Top Word Pairs in Tweet in G8:
[213] realitybitestv1,#realitybites [200] #followus,#changingthenarrative [196] #realitybites,#followus [158] #changingthenarrative,#blackbusiness [143] #blackbusiness,#supportblackbusiness [132] #supportblackbusiness,#blacklivesmatter [132] #blacklivesmatter,#blackexcellence [132] #blackexcellence,#blackhistorymonth [132] #blackhistorymonth,#freedomofspeech [131] let's,talk Top Word Pairs in Tweet in G9:
[128] check,#blog [128] #blog,#racism [123] #racism,#identity [108] #blacklivesmatter,#lgbtqiavisibility [104] #happynewyear2022,#happynewyear [104] #happynewyear,check [101] #blacktwitter,#blacklivesmatter [101] #feminist,#feminism [100] #lgbtqiavisibility,#lgbtqia [100] #feminism,#asianlivesmatter Top Word Pairs in Tweet in G10:
[152] holds,record [152] record,formula [152] formula,one [152] one,races [152] races,won [152] won,known [152] known,#blacklivesmatter [152] #blacklivesmatter,advocacy [152] advocacy,including [152] including,taking Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: