The graph represents a network of 3,810 Twitter users whose recent tweets contained "socialgood", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 2/4/2023 5:00:35 PM. The network was obtained from Twitter on Sunday, 05 February 2023 at 12:48 UTC.
The tweets in the network were tweeted over the 1601-day, 5-hour, 28-minute period from Monday, 17 September 2018 at 19:22 UTC to Sunday, 05 February 2023 at 00:50 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
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 : 3810
Unique Edges : 3268
Edges With Duplicates : 11577
Total Edges : 14845
Number of Edge Types : 9
Retweet : 2791
MentionsInRetweet : 2909
Replies to : 1765
MentionsInReplyTo : 6683
MentionsInQuote : 90
Mentions : 202
Quote : 57
Tweet : 341
MentionsInQuoteReply : 7
Self-Loops : 437
Reciprocated Vertex Pair Ratio : 0.00516721687957514
Reciprocated Edge Ratio : 0.0102813080108525
Connected Components : 151
Single-Vertex Connected Components : 98
Maximum Vertices in a Connected Component : 3431
Maximum Edges in a Connected Component : 13941
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.417615
Graph Density : 0.000482556509000302
Modularity : 0.355934
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 3,810 Twitter users whose recent tweets contained "socialgood", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 2/4/2023 5:00:35 PM. The network was obtained from Twitter on Sunday, 05 February 2023 at 12:48 UTC.
The tweets in the network were tweeted over the 1601-day, 5-hour, 28-minute period from Monday, 17 September 2018 at 19:22 UTC to Sunday, 05 February 2023 at 00:50 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
Graph Term : socialgood
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:
[4864] win,100 [4004] 100,usdt [2433] usdt,follow [2428] socialgood_inc,win [2401] one,win [2400] next,one [1515] usdt,tag [1484] tag,93rd [1484] chance,next [1484] follow,chance Top Word Pairs in Tweet in G1:
[4019] win,100 [3286] 100,usdt [2010] usdt,follow [2004] socialgood_inc,win [1991] one,win [1990] next,one [1268] usdt,tag [1250] follow,chance [1250] tag,93rd [1250] chance,next Top Word Pairs in Tweet in G2:
[282] mev,bot [192] link,mev [129] bot,process [112] lot,eth [110] bot,article [106] made,lot [100] socialgood_inc,mariana_f212 [99] whittakerlaurel,socialgood_inc [97] memed_soka2010,whittakerlaurel [96] cowokcuco,memed_soka2010 Top Word Pairs in Tweet in G3:
[178] 100,usdt [157] win,100 [86] mev,bot [79] usdt,follow [79] socialgood_inc,win [71] socialgood_inc,shem_eli [69] khikythatto,socialgood_inc [67] miodododlove,khikythatto [67] next,one [67] one,win Top Word Pairs in Tweet in G4:
[33] socialgood,app [30] invite,code [30] use,invite [30] sign,bonus [30] 20,000 [29] #btc,dl [29] walmart,best [29] home,depot [29] users,claim [29] free,#crypto Top Word Pairs in Tweet in G5:
[45] mev,bot [40] win,100 [30] 100,usdt [30] link,mev [24] bot,process [22] lot,eth [21] made,lot [20] next,one [20] one,win [20] usdt,follow Top Word Pairs in Tweet in G6:
[50] win,100 [39] 100,usdt [25] one,win [25] usdt,follow [25] next,one [25] socialgood_inc,win [14] usdt,tag [14] chance,next [14] 93rd,#giv [14] tag,93rd Top Word Pairs in Tweet in G7:
[62] mev,bot [45] link,mev [31] bot,process [27] bot,article [26] lot,eth [24] made,lot [24] socialgood_inc,oxkrypthoria [22] zaldyqueddeng,socialgood_inc [21] scene4life1161,zaldyqueddeng [21] bacaynicoleanne,scene4life1161 Top Word Pairs in Tweet in G8:
[2] wonderful,creators Top Word Pairs in Tweet in G9:
[26] mev,bot [26] mcraney_pamela,lettie25riebau [26] socialgood_inc,mcraney_pamela [25] herescamilia,socialgood_inc [24] ika_twibi,herescamilia [23] ali_basir11,ika_twibi [22] alishaalden,ali_basir11 [20] haneenehmeed,alishaalden [18] flyslowcloth,haneenehmeed [16] link,mev Top Word Pairs in Tweet in G10:
[32] win,100 [24] 100,usdt [16] next,one [16] one,win [16] usdt,follow [16] socialgood_inc,win [8] usdt,tag [8] follow,next [8] tag,93rd [8] 100,tag Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G9:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
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:
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: