The graph represents a network of 3,733 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 3/11/2023 5:00:36 PM. The network was obtained from Twitter on Sunday, 12 March 2023 at 12:49 UTC.
The tweets in the network were tweeted over the 1835-day, 8-hour, 41-minute period from Friday, 02 March 2018 at 16:15 UTC to Sunday, 12 March 2023 at 00:56 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 : 3733
Unique Edges : 1464
Edges With Duplicates : 9366
Total Edges : 10830
Number of Edge Types : 9
Retweet : 3513
MentionsInRetweet : 3692
Tweet : 770
Quote : 97
Mentions : 336
Replies to : 633
MentionsInReplyTo : 1600
MentionsInQuote : 177
MentionsInQuoteReply : 12
Self-Loops : 956
Reciprocated Vertex Pair Ratio : 0.0118626956082786
Reciprocated Edge Ratio : 0.0234472437016712
Connected Components : 368
Single-Vertex Connected Components : 277
Maximum Vertices in a Connected Component : 2807
Maximum Edges in a Connected Component : 8208
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.400698
Graph Density : 0.000287763979845467
Modularity : 0.320357
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 3,733 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 3/11/2023 5:00:36 PM. The network was obtained from Twitter on Sunday, 12 March 2023 at 12:49 UTC.
The tweets in the network were tweeted over the 1835-day, 8-hour, 41-minute period from Friday, 02 March 2018 at 16:15 UTC to Sunday, 12 March 2023 at 00:56 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:
[5728] 100,usdt [5674] win,100 [2832] usdt,follow [2821] socialgood_inc,win [2416] usdt,tag [1725] one,win [1725] next,one [1722] follow,next [1720] #giveaway,win [1720] 102nd,#giveaway Top Word Pairs in Tweet in G1:
[5194] win,100 [5193] 100,usdt [2591] usdt,follow [2580] socialgood_inc,win [2230] usdt,tag [1619] next,one [1619] one,win [1617] follow,next [1616] #giveaway,win [1616] tag,102nd Top Word Pairs in Tweet in G2:
[195] socialgood,app [187] 20,000 [184] free,crypto [183] earn,crypto [183] rewards,socialgood [182] app,over [182] crypto,shopping [182] over,50 [182] rewarded,shoppers [182] crypto,day Top Word Pairs in Tweet in G3:
[119] 000,stores [119] 20,000 [112] try,#socialgood [112] earn,100 [112] basically,#shop [112] #shop,#free [112] #socialgood,app [112] #crypto,back [112] 100,#crypto [112] back,20 Top Word Pairs in Tweet in G4:
[219] 100,usdt [168] win,100 [84] socialgood_inc,win [84] usdt,follow [75] usdt,tag [51] re,lucky [51] lucky,winner [51] winner,100 [50] share,#giveaway [49] #giveaway,thank Top Word Pairs in Tweet in G5:
[32] jumuiya,kepsa_kenya [32] infokfcb,tespok_kenya [32] isuzukenya,spacesforgood [32] kepsa_kenya,infokfcb [32] spacesforgood,unkenya [30] plus_socialgood,jumuiya [30] unkenya,plus_socialgood [28] unfoundation,umojawamataifa [28] tespok_kenya,unfoundation [28] umojawamataifa,ktikolo Top Word Pairs in Tweet in G6:
[2] llac,fire [2] fire,lately [2] llac,volume Top Word Pairs in Tweet in G7:
[16] #socialgood,re [16] #foodtech,#newfoodorder [16] dining,stories [16] #hackdining,#socialgood [16] engineering,dining [16] re,engineering [6] stories,food52 [6] च,य [6] stories,nyfarmer [6] म,ल Top Word Pairs in Tweet in G8:
[242] fandom,needs [242] needs,patreon [242] #fundraising,#donate [242] #fundraiser,#fundraising [242] patreon,supporter [172] #donate,#community [125] supporter,#fundraiser [117] #news,#fundraiser [117] supporter,#news [102] #community,#support Top Word Pairs in Tweet in G9:
[36] 100,usdt [36] win,100 [18] socialgood_inc,win [18] usdt,follow [12] follow,win [10] usdt,tag [8] screenshot,something [8] something,bought [8] usdt,screenshot [6] next,one Top Word Pairs in Tweet in G10:
[3] socialgood_inc,cryptonewworld1 [2] batta_nk,t3furkan [2] hanft_eth,socialgood_inc [2] pttfinance,batta_nk [2] crypto,go [2] go,cryptomoontrip [2] prasad_gamage,sz120414 [2] monjuru39190221,hanft_eth [2] aftab7950,manasmawroof [2] sudarshan_x,monjuru39190221 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 G7:
Top Replied-To in G9:
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: