The graph represents a network of 1,106 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, 29 September 2021 at 04:05 UTC.
The requested start date was Wednesday, 29 September 2021 at 00:01 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, 16-hour, 31-minute period from Wednesday, 15 September 2021 at 00:33 UTC to Tuesday, 28 September 2021 at 17:05 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 : 1106
Unique Edges : 688
Edges With Duplicates : 891
Total Edges : 1579
Number of Edge Types : 5
Retweet : 380
MentionsInRetweet : 492
Replies to : 174
Mentions : 335
Tweet : 198
Self-Loops : 205
Reciprocated Vertex Pair Ratio : 0.0212992545260916
Reciprocated Edge Ratio : 0.0417101147028154
Connected Components : 300
Single-Vertex Connected Components : 77
Maximum Vertices in a Connected Component : 57
Maximum Edges in a Connected Component : 182
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 1.812524
Graph Density : 0.000784695572484106
Modularity : 0.627368
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,106 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, 29 September 2021 at 04:05 UTC.
The requested start date was Wednesday, 29 September 2021 at 00:01 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, 16-hour, 31-minute period from Wednesday, 15 September 2021 at 00:33 UTC to Tuesday, 28 September 2021 at 17:05 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:
[211] social,graph [151] social,media [50] based,format [45] nfts,social [45] open,graph [45] obviously,murder [45] murder,rate [45] rate,dreadful [45] dreadful,thing [45] thing,find Top Word Pairs in Tweet in G1:
[38] social,graph [16] social,media [8] في,موقع [5] social,network [5] graph,network [5] network,contains [5] contains,social [5] network,users [5] directed,edge [5] edge,means Top Word Pairs in Tweet in G2:
[50] based,format [40] social,graph [40] graph,needs [31] tm,power [25] franky,looks [25] looks,several [25] several,molecular [25] molecular,representations [25] representations,including [25] including,string Top Word Pairs in Tweet in G3:
[42] defi,nfts [42] nfts,social [42] social,media [42] media,blockchain [42] blockchain,need [42] need,information [42] information,portrayed [42] portrayed,front [42] front,end [41] graphprotocol,defi Top Word Pairs in Tweet in G5:
[45] obviously,murder [45] murder,rate [45] rate,dreadful [45] dreadful,thing [45] thing,find [45] find,ways [45] ways,reduce [45] reduce,find [45] find,graph [44] callin_bull,obviously Top Word Pairs in Tweet in G6:
[11] graph,data [10] data,science [10] graph,based [10] based,code [10] code,analysis [6] #graphdatascience,#datascience [6] neo4j,live [6] live,demo [6] pt,register [5] science,gds Top Word Pairs in Tweet in G7:
[3] higher,scores [2] graph,particularly [2] particularly,amazing [2] one,graph [2] graph,harrysiegel [2] harrysiegel,tells [2] tells,less [2] less,more [2] more,act [2] act,desperately Top Word Pairs in Tweet in G8:
[15] 1d,graph [15] graph,swgtoken [15] swgtoken,swg [15] swg,indicates [15] indicates,huge [15] huge,accumulation [15] accumulation,range [15] range,it'll [15] it'll,breaking [15] breaking,very Top Word Pairs in Tweet in G9:
[15] long,due [15] due,finally [15] finally,supports [15] supports,open [15] open,graph [15] graph,twitter [15] twitter,cards [15] cards,asset [15] asset,means [14] pool_pm,long Top Word Pairs in Tweet in G10:
[2] economyinformal,oecd [2] oecd,oecd_social [2] oecd_social,oecd_stat [2] oecd_stat,chileoecd [2] chileoecd,eu_commission [2] eu_commission,jacindaardern [2] jacindaardern,justintrudeau [2] justintrudeau,emmanuelmacron [2] emmanuelmacron,unhumanrights [2] unhumanrights,un_pga Top Replied-To in Entire Graph:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G7:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
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Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
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Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
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Top Tweeters in G9:
Top Tweeters in G10: