The graph represents a network of 5,203 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, 19 December 2022 at 21:22 UTC.
The requested start date was Monday, 19 December 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, 5-hour, 11-minute period from Wednesday, 14 December 2022 at 16:45 UTC to Sunday, 18 December 2022 at 21:57 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 : 5203
Unique Edges : 3165
Edges With Duplicates : 16960
Total Edges : 20125
Number of Edge Types : 5
Mentions : 6267
Retweet : 4390
MentionsInRetweet : 6072
Tweet : 2867
Replies to : 529
Self-Loops : 4177
Reciprocated Vertex Pair Ratio : 0.0155619596541787
Reciprocated Edge Ratio : 0.0306469920544835
Connected Components : 1213
Single-Vertex Connected Components : 575
Maximum Vertices in a Connected Component : 1739
Maximum Edges in a Connected Component : 12906
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 6.136716
Graph Density : 0.000195300333562329
Modularity : 0.278585
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 5,203 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, 19 December 2022 at 21:22 UTC.
The requested start date was Monday, 19 December 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, 5-hour, 11-minute period from Wednesday, 14 December 2022 at 16:45 UTC to Sunday, 18 December 2022 at 21:57 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:
[545] ding,ding [460] employees,medical [460] government,employees [460] medical,scheme [338] #blm,#blacklivesmatter [336] #qm,#4ir [288] fully,acknowledged [288] acknowledged,#blacklivesmatter [288] foreign,policy [288] long,foreign Top Word Pairs in Tweet in G1:
[545] ding,ding [174] #joebidensamerica,#chinajoebiden [174] #mikesrandomthoughts,#redwave2022 [174] #redwave2024,#joebidensamerica [174] #redwave2022,#redwave2024 [129] #senate,#congress [129] #chinajoebiden,#bluelivesmatter [129] #bluelivesmatter,#senate [101] #blacklivesmatter,#justiceforall [101] ding,#pennstate Top Word Pairs in Tweet in G2:
[200] acknowledged,#blacklivesmatter [200] long,foreign [200] fully,acknowledged [200] foreign,policy [192] policy,hasn [192] hasn,fully [143] #blacklivesmatter,stand [142] monster,abiyahmedali [142] never,pictured [142] someone,responsible Top Word Pairs in Tweet in G3:
[223] together,#bidenharris2024 [223] #votedemocrats,#blm [223] #blm,#blacklivesmatter [223] #bidenharris2024,#votedemocrats [219] #blacklivesmatter,#democracy [217] #democracy,#climate [176] #climate,#bidendelivers [88] #bidendelivers,#demv [59] sunday,together [58] #bidendelivers,#demvoi Top Word Pairs in Tweet in G4:
[460] government,employees [460] medical,scheme [460] employees,medical [336] #qm,#4ir [279] cyril,ramaphosa [279] president,cyril [275] spirituality,#qm [258] groenkloof,pta [258] scheme,running [256] running,vlakplaas Top Word Pairs in Tweet in G5:
[117] school,blacks [117] republikkkans,think [117] #blacklivesmatter,black [117] think,#blacklivesmatter [117] black,history [117] history,taught [117] taught,school [116] blacks,vo [116] namwella1961,republikkkans [9] vegankitty2,#blacklivesmatter Top Word Pairs in Tweet in G6:
[69] #wtpblue,#demvoice1 [58] #demvoice1,#americans [54] #americans,#onev1 [52] #onev1,#fresh [37] #fresh,#freshresists [27] #freshresists,#freshvoicesrise [25] #asianamericans,#blacklivesmatter [25] #hispanic,#jewish [25] #jewish,#nativeamericans [25] #blacklivesmatter,#hispanic Top Word Pairs in Tweet in G7:
[93] kk131066,#blacklivesmatter [85] #ukraine,#russia [69] #biden,#trump [66] #blacklivesmatter,#ukraine [57] #blacklivesmatter,#ukrainerussiawar [49] #gqp,#racism [34] #blacklivesmatter,#ukrainewar [30] #trump,#gqp [29] #racism,#fascism [17] kk131066,people Top Word Pairs in Tweet in G8:
[101] #brittneygriner,#b1 [101] #blackhistory,#blacklivesmatter [101] #bidenadministration,#blackhistory [101] akilahnehanda,#brittneygriner [101] #fba,#bidenadministration [101] repost,akilahnehanda [101] #b1,#fba [100] #blacklivesmatter,#blackexcellence [100] miket395,repost [7] hope,call Top Word Pairs in Tweet in G9:
[20] police,officers [18] officers,country [18] clearly,past [18] accountable,deaths [18] deaths,innocent [18] country,held [18] past,time [18] innocent,black [18] time,police [18] held,accountable Top Word Pairs in Tweet in G10:
[58] #blacklivesmatter,white [58] white,lives [46] sorry,being [41] being,white [34] #bnwo,#blacklivesmatter [31] power,glory [31] glory,#bnwo [29] proudly,sorry [27] accept,truth [27] truth,#blacklivesmatter 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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