The graph represents a network of 2,250 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 February 2022 at 05:06 UTC.
The requested start date was Wednesday, 02 February 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 13-day, 16-hour, 26-minute period from Wednesday, 19 January 2022 at 01:35 UTC to Tuesday, 01 February 2022 at 18:01 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 : 2250
Unique Edges : 1298
Edges With Duplicates : 3001
Total Edges : 4299
Number of Edge Types : 5
Tweet : 280
Retweet : 1454
MentionsInRetweet : 1999
Replies to : 159
Mentions : 407
Self-Loops : 287
Reciprocated Vertex Pair Ratio : 0.0020185708518369
Reciprocated Edge Ratio : 0.0040290088638195
Connected Components : 375
Single-Vertex Connected Components : 145
Maximum Vertices in a Connected Component : 447
Maximum Edges in a Connected Component : 1138
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.515929
Graph Density : 0.00049048960031619
Modularity : 0.567051
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 2,250 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 February 2022 at 05:06 UTC.
The requested start date was Wednesday, 02 February 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 13-day, 16-hour, 26-minute period from Wednesday, 19 January 2022 at 01:35 UTC to Tuesday, 01 February 2022 at 18:01 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:
[391] social,graph [346] google,search [346] search,graph [346] graph,india [319] social,media [260] past,hour [260] hour,google [260] india,koi [260] koi,aaspaas [260] aaspaas,nhi Top Word Pairs in Tweet in G1:
[322] google,search [322] search,graph [322] graph,india [236] past,hour [236] hour,google [236] india,koi [236] koi,aaspaas [236] aaspaas,nhi [236] nhi,hai [236] hai,hamare Top Word Pairs in Tweet in G2:
[188] checked,rahulgandhi [188] rahulgandhi,twitter [188] twitter,follower [188] follower,graph [188] graph,social [188] social,blade [188] blade,coincidence [188] coincidence,mother [187] aunindyoc,checked Top Word Pairs in Tweet in G3:
[172] ppl,saying [172] saying,teja [172] teja,fixed [172] fixed,dude [172] dude,grow [172] grow,check [172] check,social [172] social,media [172] media,graph [172] graph,engagements Top Word Pairs in Tweet in G4:
[144] social,graph [141] cyberconnect,solana [141] portable,social [140] let's,cyberconnect [140] solana,time [140] time,portable [140] graph,solana [140] solana,bringing [140] bringing,solana [139] cyberconnecthq,let's Top Word Pairs in Tweet in G5:
[161] graph,cdc [161] cdc,count [161] count,homicide [161] homicide,victims [161] victims,race [161] race,month [161] month,1999 [161] 1999,floyd [161] floyd,effect [161] effect,explosion Top Word Pairs in Tweet in G6:
[86] social,graph [34] social,media [31] graph,needs [25] tm,power [14] social,network [8] sap,graph [8] power,big [8] big,data [8] data,social [7] graph,data Top Word Pairs in Tweet in G7:
[162] peer,peer [81] looking,founders [81] founders,building [81] building,web3 [81] web3,chat [81] chat,apps [81] apps,peer [81] peer,group [81] group,chat [81] chat,token Top Word Pairs in Tweet in G8:
[46] graph,ml [45] geometric,graph [41] ml,2022 [40] predictions,hopes [40] hopes,geometric [39] 2022,mmbronstein [26] mmbronstein,petarv_93 [24] tdatascience,predictions [15] mmbronstein,tdatascience [5] excellent,write Top Replied-To in Entire Graph:
Top Replied-To in G4:
Top Replied-To in G9:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
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:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: