The graph represents a network of 3,591 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 3/18/2023 5:00:35 PM. The network was obtained from Twitter on Sunday, 19 March 2023 at 11:49 UTC.
The tweets in the network were tweeted over the 1850-day, 3-hour, 2-minute period from Thursday, 22 February 2018 at 20:15 UTC to Saturday, 18 March 2023 at 23:18 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 : 3591
Unique Edges : 1379
Edges With Duplicates : 9472
Total Edges : 10851
Number of Edge Types : 9
Retweet : 3594
MentionsInRetweet : 4063
MentionsInQuote : 169
Mentions : 474
Quote : 109
Tweet : 826
Replies to : 393
MentionsInReplyTo : 1213
MentionsInQuoteReply : 10
Self-Loops : 1066
Reciprocated Vertex Pair Ratio : 0.0146443514644351
Reciprocated Edge Ratio : 0.0288659793814433
Connected Components : 400
Single-Vertex Connected Components : 274
Maximum Vertices in a Connected Component : 2445
Maximum Edges in a Connected Component : 6968
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.206456
Graph Density : 0.000300969073876272
Modularity : 0.318412
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 3,591 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 3/18/2023 5:00:35 PM. The network was obtained from Twitter on Sunday, 19 March 2023 at 11:49 UTC.
The tweets in the network were tweeted over the 1850-day, 3-hour, 2-minute period from Thursday, 22 February 2018 at 20:15 UTC to Saturday, 18 March 2023 at 23:18 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:
[5407] 100,usdt [5331] win,100 [2655] usdt,follow [2649] socialgood_inc,win [2627] usdt,tag [1385] follow,win [1382] #giveaway,winner [1253] one,win [1252] next,one [1251] follow,next Top Word Pairs in Tweet in G1:
[4963] win,100 [4957] 100,usdt [2471] usdt,follow [2465] socialgood_inc,win [2446] usdt,tag [1269] follow,win [1266] #giveaway,winner [1188] one,win [1187] next,one [1186] #giveaway,win Top Word Pairs in Tweet in G2:
[183] free,crypto [183] socialgood,app [181] earn,crypto [180] crypto,shopping [179] crypto,day [179] 50,million [179] rewards,socialgood [179] million,rewarded [179] shopping,rewards [179] app,over Top Word Pairs in Tweet in G3:
[244] 100,usdt [161] win,100 [80] socialgood_inc,win [80] usdt,follow [78] usdt,tag [69] share,#giveaway [69] lucky,winner [69] re,lucky [69] winner,100 [69] #giveaway,thank Top Word Pairs in Tweet in G4:
[317] #fundraiser,#fundraising [314] fandom,needs [314] needs,patreon [314] #fundraising,#donate [314] patreon,supporter [217] #donate,#community [159] supporter,#fundraiser [155] #news,#fundraiser [155] supporter,#news [127] #community,#support Top Word Pairs in Tweet in G5:
[80] 20,000 [80] 000,stores [72] back,20 [72] #shop,#free [72] basically,#shop [72] #socialgood,app [72] stores,basically [72] app,earn [72] earn,100 [72] try,#socialgood Top Word Pairs in Tweet in G6:
[43] isuzukenya,spacesforgood [43] spacesforgood,unkenya [43] kepsa_kenya,infokfcb [43] jumuiya,kepsa_kenya [43] infokfcb,tespok_kenya [40] plus_socialgood,jumuiya [40] unkenya,plus_socialgood [33] tespok_kenya,unfoundation [33] ktikolo,uthinkindigo [33] unfoundation,umojawamataifa Top Word Pairs in Tweet in G7:
[77] parashq,rubenzmart [77] #nearnft,parashq [57] together,#socialgood [48] #socialgood,#web3 [34] #near,#nearisnow [33] #web3,#near [26] social,impact [24] #nearisnow,#nearprotocol [23] beetogether_org,parashq [22] difference,start Top Word Pairs in Tweet in G8:
[22] #socialgood,re [22] #foodtech,#newfoodorder [22] dining,stories [22] #hackdining,#socialgood [22] engineering,dining [22] re,engineering [7] stories,food52 [7] food52,#foodtech [6] stories,nyfarmer [4] nyfarmer,#foodtech Top Word Pairs in Tweet in G9:
[18] socialgood_inc,30secondstomars [16] aptosapesociety,socialgood_inc [10] visionary,thought [10] highly,appreciated [10] appreciated,visionary [10] projector,create [10] history,コルナit [10] コルナit,go [10] go,moon [10] team,efforts Top Word Pairs in Tweet in G10:
[23] latest,#nytech [23] #socialgood,bulletin [23] #nytech,#socialgood [22] bulletin,thanks [3] thanks,architizer [3] architizer,nycmayor [3] thanks,apparelproduct [2] thanks,jodilustignyc [2] thanks,movingimagenyc [2] nycgov,architizer Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
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: