The graph represents a network of 2,759 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 12/29/2022 5:00:32 PM. The network was obtained from Twitter on Friday, 30 December 2022 at 23:32 UTC.
The tweets in the network were tweeted over the 1763-day, 3-hour, 41-minute period from Friday, 02 March 2018 at 21:15 UTC to Friday, 30 December 2022 at 00:57 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 : 2759
Unique Edges : 1513
Edges With Duplicates : 5849
Total Edges : 7362
Number of Edge Types : 9
Retweet : 1339
MentionsInRetweet : 1573
Tweet : 3259
Mentions : 678
Replies to : 292
Quote : 42
MentionsInReplyTo : 150
MentionsInQuote : 28
MentionsInQuoteReply : 1
Self-Loops : 3649
Reciprocated Vertex Pair Ratio : 0.025040827436037
Reciprocated Edge Ratio : 0.048858204992034
Connected Components : 1207
Single-Vertex Connected Components : 820
Maximum Vertices in a Connected Component : 508
Maximum Edges in a Connected Component : 2999
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.966567
Graph Density : 0.000247459629123331
Modularity : 0.327077
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 2,759 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 12/29/2022 5:00:32 PM. The network was obtained from Twitter on Friday, 30 December 2022 at 23:32 UTC.
The tweets in the network were tweeted over the 1763-day, 3-hour, 41-minute period from Friday, 02 March 2018 at 21:15 UTC to Friday, 30 December 2022 at 00:57 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:
[787] #socialmedia,#business [786] #fundraiser,#digitalmarketing [785] #tweet,#fundraiser [785] #rt,#retweet [785] #support,#businesses [784] #digitalmarketing,#support [784] #businesses,#rt [783] #business,#tweet [767] #retweet,#nonprofit [721] #nonprofit,#twitter Top Word Pairs in Tweet in G1:
[96] #charity,#nonprofit [86] merry,christmas [66] #nonprofit,please [66] #hongkong,#nonprofit [51] happy,holidays [48] learn,more [47] #nonprofit,#charity [40] link,bio [38] #donate,#nonprofit [38] holiday,season Top Word Pairs in Tweet in G2:
[94] #nonprofit,#fundraising [43] #charity,#nonprofit [42] #fundraising,#nonprofit [40] #rt,#retweet [39] #socialmedia,#business [39] #fundraiser,#digitalmarketing [39] #support,#businesses [38] #business,#tweet [38] #digitalmarketing,#support [36] #businesses,#rt Top Word Pairs in Tweet in G3:
[747] #tweet,#fundraiser [746] #socialmedia,#business [746] #businesses,#rt [745] #fundraiser,#digitalmarketing [745] #support,#businesses [744] #digitalmarketing,#support [743] #business,#tweet [743] #rt,#retweet [736] #retweet,#nonprofit [713] #nonprofit,#twitter Top Word Pairs in Tweet in G4:
[56] come,work [55] #legacy,#health [55] #health,#alliance [55] #veterans,#legacy [40] #backatdaclub,#veterans [40] sector,#nonprofit [40] family,#globalworks [40] work,#hardest [40] #to,those [40] #hardest,family Top Word Pairs in Tweet in G5:
[34] rescues,groups [34] many,rescues [34] know,many [34] year,end [34] asking,year [34] sunday,know [34] transport,scheduled [34] today,410 [34] groups,asking [34] 490,needed Top Word Pairs in Tweet in G6:
[70] 25,years [41] shanti,bhavan [35] silver,anniversary [35] back,25 [35] anniversary,video [35] years,review [35] hard,work [35] bhavan,25 [35] review,honor [35] years,hard Top Word Pairs in Tweet in G7:
[57] full,time [24] time,dept [18] level,dept [18] states,america [18] united,states [17] mid,level [17] time,mid [17] south,africa [14] america,full [13] triggerise,hiring Top Word Pairs in Tweet in G8:
[26] #nonprofit,#dpi [26] #innovation,#network [26] #security,#patent [26] #network,#security [24] #dpi,consortium [24] catalyzing,#innovation [24] launch,netscout [24] consortium,launch [24] #patent,protection [24] protection,#nonprofit Top Word Pairs in Tweet in G9:
[8] #nonprofit,#philanthropy [7] reed,stockman [7] latest,reed [7] daily,thanks [7] stockman,daily [3] board,members [2] #700,happening [2] pack,basics [2] badge,trailhead [2] basics,badge Top Word Pairs in Tweet in G10:
[14] #animalsanctuary,#sheep365 [12] rain,rain [11] sheep,sanctuary [11] woolly,patchwork [11] wishing,happy [11] patchwork,sheep [11] bonnet,woolly [11] christmas,love [11] sanctuary,xx [11] happy,christmas Top Replied-To in Entire Graph:
Top Replied-To in G4:
Top Replied-To in G8:
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: