The graph represents a network of 3,561 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 1/14/2023 5:00:35 PM. The network was obtained from Twitter on Sunday, 15 January 2023 at 12:49 UTC.
The tweets in the network were tweeted over the 1761-day, 8-hour, 43-minute period from Tuesday, 20 March 2018 at 16:15 UTC to Sunday, 15 January 2023 at 00:58 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 : 3561
Unique Edges : 1118
Edges With Duplicates : 9558
Total Edges : 10676
Number of Edge Types : 9
Retweet : 3220
MentionsInRetweet : 3322
Tweet : 629
Replies to : 1102
MentionsInReplyTo : 1963
Mentions : 285
MentionsInQuote : 89
Quote : 64
MentionsInQuoteReply : 2
Self-Loops : 741
Reciprocated Vertex Pair Ratio : 0.0108283703302653
Reciprocated Edge Ratio : 0.0214247455811462
Connected Components : 243
Single-Vertex Connected Components : 159
Maximum Vertices in a Connected Component : 2938
Maximum Edges in a Connected Component : 9176
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.567689
Graph Density : 0.000294545466019203
Modularity : 0.28858
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 3,561 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 1/14/2023 5:00:35 PM. The network was obtained from Twitter on Sunday, 15 January 2023 at 12:49 UTC.
The tweets in the network were tweeted over the 1761-day, 8-hour, 43-minute period from Tuesday, 20 March 2018 at 16:15 UTC to Sunday, 15 January 2023 at 00:58 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:
[5251] 100,usdt [5225] win,100 [2609] #giveaway,winner [2608] usdt,follow [2608] usdt,tag [2598] enter,win [2598] follow,enter [2596] winner,jan [2521] socialgood_inc,win [1401] 87th,#giveaway Top Word Pairs in Tweet in G1:
[4391] win,100 [4386] 100,usdt [2193] #giveaway,winner [2191] usdt,tag [2191] usdt,follow [2190] socialgood_inc,win [2186] enter,win [2186] follow,enter [2184] winner,jan [1198] jan,17 Top Word Pairs in Tweet in G2:
[77] socialgood,app [74] invite,code [74] use,invite [72] sign,bonus [72] 100,sign [71] depot,aliexpress [71] 20,000 [71] limited,time [71] time,use [71] best,buy Top Word Pairs in Tweet in G3:
[71] 100,usdt [70] win,100 [66] socialgood,app [59] app,customer [59] customer,support [58] button,help [58] clicking,below [58] below,button [58] dm,clicking [58] help,socialgood Top Word Pairs in Tweet in G4:
[89] anyone,use [89] donate,causes [89] #dataforgood,enables [89] 1bn,#dataforgood [89] #data,donate [89] enables,anyone [89] value,#data [89] crypto,next [89] next,1bn [89] use,value Top Word Pairs in Tweet in G5:
[246] 100,usdt [246] win,100 [123] enter,win [123] winner,jan [123] usdt,tag [123] usdt,follow [123] follow,enter [123] #giveaway,winner [84] smallcappick,win [78] 86th,#giveaway Top Word Pairs in Tweet in G6:
[42] win,100 [42] 100,usdt [21] enter,win [21] usdt,tag [21] usdt,follow [21] socialgood_inc,win [21] follow,enter [21] #giveaway,winner [21] winner,jan [11] 87th,#giveaway Top Word Pairs in Tweet in G7:
[123] 100,usdt [98] win,100 [49] #giveaway,winner [49] winner,jan [49] usdt,tag [49] usdt,follow [49] follow,enter [49] enter,win [49] socialgood_inc,win [26] jan,17 Top Word Pairs in Tweet in G8:
[30] win,100 [30] 100,usdt [15] enter,win [15] usdt,tag [15] usdt,follow [15] socialgood_inc,win [15] follow,enter [15] #giveaway,winner [15] winner,jan [8] tag,86th Top Word Pairs in Tweet in G9:
[3] #safetyfirst,cmoguj [3] dgpgujarat,igp_bhr_range [3] cmoguj,sanghaviharsh [3] collectoramr,ddoamreli [3] igp_bhr_range,collectoramr [3] #festival,#safetyfirst [3] ddoamreli,sp_amreli [3] #2k23,#festival [3] sanghaviharsh,dgpgujarat [2] च,क Top Word Pairs in Tweet in G10:
[2] adatheshow,mrsedithrigby [2] ddr333,pankhurstcentre [2] jwalkerlovestem,housingfirstuk [2] googleexpertuk,adatheshow [2] mrsedithrigby,ddr333 [2] housingfirstuk,googleexpertuk [2] pankhurstcentre,adacollege Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
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: