The graph represents a network of 3,495 Twitter users whose recent tweets contained "#nonprofit", 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 2/2/2023 5:00:34 PM. The network was obtained from Twitter on Friday, 03 February 2023 at 23:32 UTC.
The tweets in the network were tweeted over the 3688-day, 7-hour, 12-minute period from Friday, 28 December 2012 at 17:41 UTC to Friday, 03 February 2023 at 00:53 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 : 3495
Unique Edges : 2183
Edges With Duplicates : 6285
Total Edges : 8468
Number of Edge Types : 8
MentionsInReplyTo : 525
Retweet : 1580
MentionsInRetweet : 2022
Replies to : 491
Mentions : 940
Tweet : 2520
Quote : 353
MentionsInQuote : 37
Self-Loops : 3338
Reciprocated Vertex Pair Ratio : 0.0353746671738304
Reciprocated Edge Ratio : 0.0683321087435709
Connected Components : 1369
Single-Vertex Connected Components : 859
Maximum Vertices in a Connected Component : 871
Maximum Edges in a Connected Component : 3487
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 6.244419
Graph Density : 0.000222904091461103
Modularity : 0.390629
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 3,495 Twitter users whose recent tweets contained "#nonprofit", 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 2/2/2023 5:00:34 PM. The network was obtained from Twitter on Friday, 03 February 2023 at 23:32 UTC.
The tweets in the network were tweeted over the 3688-day, 7-hour, 12-minute period from Friday, 28 December 2012 at 17:41 UTC to Friday, 03 February 2023 at 00:53 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 : #nonprofit
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:
[422] #socialmedia,#business [414] #b2b,#socialmedia [356] #nonprofit,#twitter [335] help,#twittermarketing [320] #marketing,#bmprt [319] #bmprt,#help [317] #twitter,#marketing [227] #business,#tweet [227] #fundraiser,#digitalmarketing [225] #tweet,#fundraiser Top Word Pairs in Tweet in G1:
[74] #nonprofit,please [74] #hongkong,#nonprofit [69] learn,more [64] #charity,#nonprofit [52] job,opening [51] #philanthropy,#nonprofit [49] non,profit [49] link,bio [47] #foundations,#philanthropy [47] #nonprofitjobs,#foundations Top Word Pairs in Tweet in G2:
[422] #socialmedia,#business [414] #b2b,#socialmedia [356] #nonprofit,#twitter [335] help,#twittermarketing [320] #marketing,#bmprt [319] #bmprt,#help [317] #twitter,#marketing [227] #business,#tweet [227] #fundraiser,#digitalmarketing [225] #support,#businesses Top Word Pairs in Tweet in G3:
[124] app,really [124] really,care [124] people,app [122] lmauricecpr,hard [113] reach,goal [113] help,reach [92] finding,people [92] support,black [92] activists,help [92] care,support Top Word Pairs in Tweet in G4:
[133] 3000,trees [133] 50,3000 [133] yield,50 [133] trees,growth [132] growth,ten [132] ten,years [131] years,investment [131] trimmed,cloned [131] investment,plants [131] plants,trimmed Top Word Pairs in Tweet in G5:
[19] #salesforce,#nonprofit [18] #csuite,#salesforce [17] #nonprofit,#socent [10] #csr,#hrtech [9] #socent,#startups [9] #communities,#nonprofits [9] #nonprofits,#socent's [9] #startups,#bookkeeping [9] #northwest,#bury [8] locks,permanently Top Word Pairs in Tweet in G6:
[3] bostonpolice,fbi [3] #nonprofit,leaders [3] bamsocket,potus [3] fbi,fbiseattle [3] davidrosefox13,crimestoppuget [3] sheriffjohnu,cmsaranelson [3] cmsaranelson,davidrosefox13 [3] fbiseattle,adrianzdiaz [3] adrianzdiaz,sheriffjohnu [3] beingthethe,bamsocket Top Word Pairs in Tweet in G7:
[107] full,time [63] united,states [60] #lavoro,#nonprofit [60] nuova,posizione [59] states,america [51] america,full [40] level,dept [39] time,dept [28] #nonprofit,#community [28] #sdg11,#nonprofit Top Word Pairs in Tweet in G8:
[52] fastest,growing [52] universities,focus [52] #adulted,#nontraditional [52] two,fastest [52] interesting,note [52] focus,#adulted [52] note,two [52] #nonprofit,universities [52] growing,#nonprofit [51] jeffdavidsonesq,interesting Top Word Pairs in Tweet in G9:
[51] years,investment [51] trimmed,cloned [51] florida,neighborhoods [51] neighborhoods,2040 [51] growth,ten [51] forest,central [51] lush,verdant [51] ten,years [51] investment,plants [51] central,florida Top Word Pairs in Tweet in G10:
[8] #boardmembers,types [8] grow,looking [8] earned,2023 [8] looking,#boardmembers [8] experience,including [8] help,grow [8] types,experience [7] including,#nonprof [7] platinum,seal [7] invisiblepeople,help Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
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: