The graph represents a network of 1,121 Twitter users whose tweets in the requested range contained "social graph", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 27 January 2021 at 05:01 UTC.
The requested start date was Wednesday, 27 January 2021 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 9-day, 17-hour, 28-minute period from Wednesday, 13 January 2021 at 02:13 UTC to Friday, 22 January 2021 at 19:41 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 : 1121
Unique Edges : 621
Edges With Duplicates : 1304
Total Edges : 1925
Number of Edge Types : 5
Replies to : 176
Mentions : 245
Tweet : 226
Retweet : 583
MentionsInRetweet : 695
Self-Loops : 235
Reciprocated Vertex Pair Ratio : 0.00823045267489712
Reciprocated Edge Ratio : 0.0163265306122449
Connected Components : 282
Single-Vertex Connected Components : 79
Maximum Vertices in a Connected Component : 173
Maximum Edges in a Connected Component : 516
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.23231
Graph Density : 0.000780553077609277
Modularity : 0.526936
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 1,121 Twitter users whose tweets in the requested range contained "social graph", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 27 January 2021 at 05:01 UTC.
The requested start date was Wednesday, 27 January 2021 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 9-day, 17-hour, 28-minute period from Wednesday, 13 January 2021 at 02:13 UTC to Friday, 22 January 2021 at 19:41 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 : social graph
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:
[518] 01,2021 [518] 2021,18 [518] 18,30 [504] social,graph [259] nene,social [259] graph,date [259] 30,06 [257] nenecharts,nene [256] flag,thailand [132] weibo,硬糖少女303 Top Word Pairs in Tweet in G1:
[518] 01,2021 [518] 2021,18 [518] 18,30 [259] nene,social [259] social,graph [259] graph,date [259] 30,06 [257] nenecharts,nene [256] flag,thailand [132] weibo,硬糖少女303 Top Word Pairs in Tweet in G2:
[40] social,graph [17] social,media [9] social,network [5] graph,based [5] open,graph [4] social,networks [4] graph,social [4] sticky,graph [4] graph,simple [4] simple,#jamboard Top Word Pairs in Tweet in G3:
[62] analysis,graph [62] graph,theory [38] theory,applications [34] social,network [34] network,analysis [28] #socialnetwork,analysis [25] applications,python [24] theory,#python [24] #python,applications [24] applications,tdatascience Top Word Pairs in Tweet in G4:
[16] graph,data [12] data,science [9] graph,databases [9] graph,database [9] use,cases [8] graph,theory [7] fraud,detection [7] top,10 [6] graph,technology [6] #frauddetection,#fraudprevention Top Word Pairs in Tweet in G5:
[26] social,market [25] market,activity [24] #1,altrank [22] lunarcrush,graph [16] graph,continues [16] continues,rise [16] rise,very [16] very,strong [16] strong,social [16] activity,giving Top Word Pairs in Tweet in G6:
[31] great,article [31] article,kevinroose [31] kevinroose,graph [31] graph,particular [31] particular,reminds [31] reminds,key [31] key,takeaway [31] takeaway,dream [30] goldman,great [30] dream,podca Top Word Pairs in Tweet in G7:
[22] social,graph [5] virtual,personality [4] fundamental,right [4] few,realize [4] realize,inevitability [4] inevitability,decentralizing [4] decentralizing,social [4] graph,trillions [4] trillions,market [4] market,cap Top Word Pairs in Tweet in G8:
[3] social,graph [2] tiktok,algorithm [2] algorithm,drives [2] drives,distribution [2] distribution,social [2] graph,proven [2] proven,increase [2] increase,engagement [2] engagement,makes Top Word Pairs in Tweet in G9:
[14] storming,reddit's [14] reddit's,moat [14] moat,superb [14] superb,analysis [14] analysis,reddit's [14] reddit's,unique [14] unique,take [14] take,social [14] social,graph [13] randfish,storming Top Word Pairs in Tweet in G10:
[14] brycetache,honestly [14] honestly,rage [14] rage,racial [14] racial,hate [14] hate,weaponized [14] weaponized,reconstruction [14] reconstruction,anytime [14] anytime,know [13] woodson_kb,brycetache [13] know,ign Top Replied-To in Entire Graph:
Top Replied-To in G5:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: