The graph represents a network of 3,397 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 3/4/2023 5:00:36 PM. The network was obtained from Twitter on Sunday, 05 March 2023 at 12:49 UTC.
The tweets in the network were tweeted over the 2833-day, 8-hour, 58-minute period from Monday, 01 June 2015 at 16:01 UTC to Sunday, 05 March 2023 at 01:00 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 : 3397
Unique Edges : 1442
Edges With Duplicates : 9488
Total Edges : 10930
Number of Edge Types : 9
Retweet : 3118
MentionsInRetweet : 3283
Tweet : 750
MentionsInReplyTo : 1855
Replies to : 1095
MentionsInQuote : 92
Mentions : 400
Quote : 161
MentionsInQuoteReply : 176
Self-Loops : 989
Reciprocated Vertex Pair Ratio : 0.010286349735891
Reciprocated Edge Ratio : 0.0203632361034673
Connected Components : 370
Single-Vertex Connected Components : 281
Maximum Vertices in a Connected Component : 2640
Maximum Edges in a Connected Component : 9095
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.444501
Graph Density : 0.000315008080642069
Modularity : 0.283087
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 3,397 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 3/4/2023 5:00:36 PM. The network was obtained from Twitter on Sunday, 05 March 2023 at 12:49 UTC.
The tweets in the network were tweeted over the 2833-day, 8-hour, 58-minute period from Monday, 01 June 2015 at 16:01 UTC to Sunday, 05 March 2023 at 01:00 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:
[4908] 100,usdt [4845] win,100 [2413] usdt,follow [2402] socialgood_inc,win [1492] #giveaway,winner [1491] usdt,tag [1477] enter,win [1477] follow,enter [1464] winner,feb [1404] tag,99th Top Word Pairs in Tweet in G1:
[4156] win,100 [4136] 100,usdt [2067] usdt,follow [2055] socialgood_inc,win [1265] #giveaway,winner [1262] usdt,tag [1254] enter,win [1254] follow,enter [1246] winner,feb [1201] feb,28 Top Word Pairs in Tweet in G2:
[173] socialgood,app [163] 20,000 [145] #btc,dl [145] sg,#btc [142] dl,socialgood [140] invite,code [140] use,invite [139] expedia,20 [139] partner,sites [139] depot,aliexpress Top Word Pairs in Tweet in G3:
[148] 100,usdt [148] win,100 [74] #eth,#10eth [74] #airbnb,#bnb [74] usdt,follow [74] #giveaway,#airbnb [74] #btc,#eth [74] #bnb,#btc [74] socialgood_inc,win [73] #10eth,#cryptocurency Top Word Pairs in Tweet in G4:
[279] 100,usdt [198] win,100 [101] socialgood_inc,win [100] usdt,follow [80] lucky,winner [79] re,lucky [79] winner,100 [77] share,#giveaway [75] #giveaway,thank [68] socialgood,app Top Word Pairs in Tweet in G5:
[224] fandom,needs [224] needs,patreon [224] #fundraising,#donate [224] #fundraiser,#fundraising [224] patreon,supporter [163] #donate,#community [116] supporter,#fundraiser [108] #news,#fundraiser [108] supporter,#news [94] #community,#support Top Word Pairs in Tweet in G6:
[38] aptosapesociety,socialgood_inc [38] socialgood_inc,30secondstomars [36] nice,project [36] project,congratulations [35] コルナit,go [35] moon,aptosapesociety [35] congratulations,team [35] team,efforts [35] history,コルナit [35] highly,appreciated Top Word Pairs in Tweet in G7:
[16] girls,women [16] obisesan,saw [16] women,voices [16] voices,silenced [16] silenced,times [16] nigeria,pelumi [16] times,conflict [16] saw,girls [16] pelumi,obisesan [15] unfoundation,nigeria Top Word Pairs in Tweet in G8:
[4] socialgood_inc,cryptonewworld1 [3] manasmawroof,prasad_gamage [3] prasad_gamage,sz120414 [3] sz120414,a_litis [3] hanft_eth,socialgood_inc [3] t3furkan,sudarshan_x [3] monjuru39190221,hanft_eth [3] aftab7950,manasmawroof [3] a_litis,pttfinance [3] batta_nk,t3furkan Top Word Pairs in Tweet in G9:
[32] 100,usdt [32] win,100 [17] socialgood_inc,win [16] usdt,follow [12] usdt,tag [12] #giveaway,winner [12] enter,win [12] tag,99th [12] winner,feb [12] feb,28 Top Word Pairs in Tweet in G10:
[16] win,100 [16] 100,usdt [8] usdt,follow [8] socialgood_inc,win [4] enter,win [4] usdt,tag [4] winner,feb [4] tag,99th [4] feb,28 [4] usdt,screenshot 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 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: