The graph represents a network of 5,734 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, 28 November 2022 at 21:22 UTC.
The requested start date was Monday, 28 November 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 4-day, 14-hour, 11-minute period from Monday, 21 November 2022 at 07:45 UTC to Friday, 25 November 2022 at 21:56 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 : 5734
Unique Edges : 3577
Edges With Duplicates : 19467
Total Edges : 23044
Number of Edge Types : 5
Replies to : 834
Mentions : 9391
MentionsInRetweet : 6089
Retweet : 4207
Tweet : 2523
Self-Loops : 4180
Reciprocated Vertex Pair Ratio : 0.0184626978146194
Reciprocated Edge Ratio : 0.0362560118386977
Connected Components : 1429
Single-Vertex Connected Components : 725
Maximum Vertices in a Connected Component : 1840
Maximum Edges in a Connected Component : 16139
Maximum Geodesic Distance (Diameter) : 22
Average Geodesic Distance : 8.413395
Graph Density : 0.000164450959209044
Modularity : 0.252107
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 5,734 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, 28 November 2022 at 21:22 UTC.
The requested start date was Monday, 28 November 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 4-day, 14-hour, 11-minute period from Monday, 21 November 2022 at 07:45 UTC to Friday, 25 November 2022 at 21:56 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:
[599] ding,ding [444] government,employees [443] employees,medical [443] medical,scheme [419] enemy,people [369] dbe_sa,dalrrdgov_za [329] #qm,#4ir [304] po,gems [291] spirituality,#qm [287] #blm,#blacklivesmatter Top Word Pairs in Tweet in G1:
[599] ding,ding [110] #blacklivesmatter,#justiceforall [110] ding,#pennstate [110] #pennstate,#blacklivesmatter [106] #blm,#blacklivesmatter [65] #joebidensamerica,#chinajoebiden [65] #atwa,#atwar [65] #kamalaharris,#trump2024 [65] #congress,#houseofrepresentatives [65] #mikesrandomthoughts,#redwave2022 Top Word Pairs in Tweet in G2:
[143] #wtpblue,#demvoice1 [141] #demvoice1,#americans [138] #americans,#onev1 [131] #onev1,#fresh [127] #fresh,#freshresists [97] #freshresists,#freshvoicesrise [93] #freshvoicesrise,#dems4usa [86] #blacklivesmatter,#hispanic [86] #hispanic,#jewish [86] #asianamericans,#blacklivesmatter Top Word Pairs in Tweet in G3:
[91] public,inquiry [41] police,custody [41] death,police [38] know,sheku [38] strip,right [38] life,statement [38] smeared,stereotyped [38] unarmed,dehumanised [38] dehumanised,smeared [38] sheku,unarmed Top Word Pairs in Tweet in G4:
[139] 있습니다,함께 [139] 반대합니다,우리는 [139] stand,against [139] 반대합니다,나 [139] 함께,하겠습니다 [139] against,racial [139] 권리가,있습니다 [139] 우리,모두는 [139] racial,discrimination [139] 당신,우리 Top Word Pairs in Tweet in G5:
[128] #demvoice1,#istandwithukraine [128] #blacklivesmatter,#demvoice1 [127] together,#votebluein22 [127] #votewarnockforgeorgia,#blm [127] #votebluein22,#votewarnockforgeorgia [127] #blm,#blacklivesmatter [82] tuesday,together [81] claudette966,tuesday [81] #istandwithukraine,#democr [27] thanksgiving,together Top Word Pairs in Tweet in G6:
[108] #biden,#trump [76] #trump,#gqp [60] #gqp,#racism [51] #truth,#facts [51] #racism,#fascism [40] #russia,#truth [39] #ukraine,#russia [38] #ukraine,#ukraina [36] #blacklivesmatter,#ukraine [35] #blacklivesmatter,#ukrainewar Top Word Pairs in Tweet in G7:
[444] government,employees [443] employees,medical [443] medical,scheme [419] enemy,people [369] dbe_sa,dalrrdgov_za [329] #qm,#4ir [304] po,gems [291] spirituality,#qm [251] corrupt,incompetent [248] dalrrdgov_za,commsza Top Word Pairs in Tweet in G8:
[113] world,cup [113] time,ghana [113] racism,#blacklivesmatter [113] ghana,fraud [113] #blacklivesmatter,second [113] fraud,world [113] second,time [112] _rapgbee,racism Top Word Pairs in Tweet in G9:
[8] foundation,#blacklivesmatter [8] literally,posted [8] posted,clip [8] #unitedkingdom,#usa [8] #usa,#guardian [8] #guardian,#times [8] blklivesmatter,global [8] know,blklivesmatter [8] global,network [8] #usweekly,#unitedkingdom Top Word Pairs in Tweet in G10:
[42] vp,naacp [42] country,inflicted [42] civilrights,theblackcaucus [42] inflicted,still [42] repair,damages [42] theblackcaucus,repair [42] naacp,civilrights [42] potus,vp [42] damages,country [40] owe,reparations Top Replied-To in Entire Graph:
Top Replied-To in G2:
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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 G7:
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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:
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Top Tweeters in G9:
Top Tweeters in G10: