The graph represents a network of 1,348 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, 02 December 2020 at 05:02 UTC.
The requested start date was Wednesday, 02 December 2020 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 13-day, 4-hour, 1-minute period from Wednesday, 18 November 2020 at 02:25 UTC to Tuesday, 01 December 2020 at 06:26 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 : 1348
Unique Edges : 788
Edges With Duplicates : 1487
Total Edges : 2275
Number of Edge Types : 5
Replies to : 171
Retweet : 642
MentionsInRetweet : 828
Mentions : 405
Tweet : 229
Self-Loops : 235
Reciprocated Vertex Pair Ratio : 0.00880704563650921
Reciprocated Edge Ratio : 0.0174603174603175
Connected Components : 315
Single-Vertex Connected Components : 100
Maximum Vertices in a Connected Component : 211
Maximum Edges in a Connected Component : 754
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.335786
Graph Density : 0.000693925835850191
Modularity : 0.570864
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 1,348 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, 02 December 2020 at 05:02 UTC.
The requested start date was Wednesday, 02 December 2020 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 13-day, 4-hour, 1-minute period from Wednesday, 18 November 2020 at 02:25 UTC to Tuesday, 01 December 2020 at 06:26 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:
[253] social,graph [175] 2020,00 [174] 11,2020 [155] 00,00 [108] tale,two [108] two,indias [108] indias,look [108] look,examining [108] examining,intergenerational [108] intergenerational,mobility Top Word Pairs in Tweet in G1:
[108] tale,two [108] two,indias [108] indias,look [108] look,examining [108] examining,intergenerational [108] intergenerational,mobility [108] mobility,fate [108] fate,professionals [107] mathieu_kf,tale Top Word Pairs in Tweet in G2:
[30] social,graph [27] social,media [6] open,graph [6] social,distancing [4] social,networks [4] year,graph [4] media,platforms [4] look,graph [4] #stock,market [3] knowledge,graph Top Word Pairs in Tweet in G3:
[34] nuevo,#graphforthought [30] #graphforthought,lflopezcalva [30] interactúa,adversamente [30] adversamente,otras [30] otras,condiciones [27] #sindemia,pues [27] pues,interactúa [27] condiciones,salud [27] covid,19 [22] ir,allá Top Word Pairs in Tweet in G4:
[43] graph,data [39] social,graph [35] data,science [34] graph,needs [25] tm,power [23] graphs,graph [22] understanding,graphs [19] science,amy [19] amy,holder [19] holder,amyhodler Top Word Pairs in Tweet in G5:
[174] 11,2020 [174] 2020,00 [154] 00,00 [87] nene,social [87] social,graph [87] graph,date [87] weibo,硬糖少女303 [87] 硬糖少女303,郑乃馨 [83] nenecharts,nene [39] 00,04 Top Word Pairs in Tweet in G6:
[15] social,graph [11] unexpected,consequences [11] consequences,requiring [11] requiring,social [11] graph,login [11] login,work [11] work,fortunately [11] fortunately,team [11] team,shipping [10] nicolelazzaro,unexpected Top Word Pairs in Tweet in G7:
[29] antrax,software [29] software,package [29] package,tracking [29] tracking,social [29] social,insects [29] insects,published [29] published,elife [28] danielkronauer,antrax Top Word Pairs in Tweet in G8:
[28] #سیاست_نہیں_جان_بچاؤ,collective [28] collective,responsibility [28] responsibility,bring [28] bring,down [28] down,corona [28] corona,graph [28] graph,daily [28] daily,basis [28] basis,practicing [28] practicing,social Top Word Pairs in Tweet in G9:
[17] everything,based [17] based,called [17] called,'microsoft [17] 'microsoft,graph' [17] graph',formed [17] formed,'hundreds [17] 'hundreds,millions [17] millions,users [17] users,microsoft [17] microsoft,365 Top Word Pairs in Tweet in G10:
[25] graph,#machinelearning [25] #machinelearning,identify [25] identify,hate [25] hate,speech [25] speech,online [25] online,social [25] social,networks [25] networks,kdnuggets [25] kdnuggets,pantelis [25] pantelis,elinas Top Replied-To in Entire Graph:
Top Replied-To in G6:
Top Replied-To in G9:
Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: