The graph represents a network of 3,518 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 3/2/2023 5:00:36 PM. The network was obtained from Twitter on Friday, 03 March 2023 at 23:32 UTC.
The tweets in the network were tweeted over the 1830-day, 8-hour, 44-minute period from Monday, 26 February 2018 at 16:15 UTC to Friday, 03 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 : 3518
Unique Edges : 2162
Edges With Duplicates : 5864
Total Edges : 8026
Number of Edge Types : 8
Tweet : 2733
Retweet : 1569
MentionsInRetweet : 2096
Replies to : 267
Mentions : 1052
Quote : 137
MentionsInQuote : 67
MentionsInReplyTo : 105
Self-Loops : 3344
Reciprocated Vertex Pair Ratio : 0.0403957131079967
Reciprocated Edge Ratio : 0.0776545166402536
Connected Components : 1522
Single-Vertex Connected Components : 957
Maximum Vertices in a Connected Component : 530
Maximum Edges in a Connected Component : 2082
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 5.113202
Graph Density : 0.000203995762965976
Modularity : 0.390203
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 3,518 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 3/2/2023 5:00:36 PM. The network was obtained from Twitter on Friday, 03 March 2023 at 23:32 UTC.
The tweets in the network were tweeted over the 1830-day, 8-hour, 44-minute period from Monday, 26 February 2018 at 16:15 UTC to Friday, 03 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 : #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:
[234] #business,#news [234] #socialmedia,#business [233] #support,#gofundme [231] #newsupdate,#organization [230] #organization,#support [230] #rt,#writerslift [229] #news,#newsupdate [227] #gofundme,#rt [227] #writerslift,#nonprofit [226] #b2b,#socialmedia Top Word Pairs in Tweet in G1:
[151] #nonprofit,please [150] #hongkong,#nonprofit [100] learn,more [93] #charity,#nonprofit [54] #nonprofit,#charity [51] #philanthropy,#nonprofit [49] non,profit [48] #ngo,#charity [47] ngo,day [47] job,opening Top Word Pairs in Tweet in G2:
[125] #nonprofit,#fundraising [49] #business,#news [48] #socialmedia,#business [48] #rt,#writerslift [48] #support,#gofundme [47] #newsupdate,#organization [46] #news,#newsupdate [46] #b2b,#socialmedia [46] #gofundme,#rt [46] #writerslift,#nonprofit Top Word Pairs in Tweet in G3:
[35] donations,debts [35] without,donations [35] simple,applied [35] rescue,without [35] animals,saved [35] full,rescue [35] more,animals [35] debts,more [35] anywhere,world [35] applied,anywhere Top Word Pairs in Tweet in G4:
[4] #nonprofit,leaders [3] causesellinged,natuniv [3] love,graphic [3] opportunity,share [3] learn,more [3] carvemypath,causesellinged [3] thank,philanthropy [3] graphic,leaderbridge [3] yptcllc,carvemypath [3] reference,#leadership Top Word Pairs in Tweet in G5:
[28] ngo,day [28] #ngo,#charity [26] #charity,#nonprofit [26] world,ngo [24] #nonprofit,#education [21] fans,mark [21] join,march [21] ahoy,realtomkenny [21] message,#spongebob [21] calendar,join Top Word Pairs in Tweet in G6:
[91] full,time [66] united,states [65] states,america [55] america,full [32] time,dept [23] time,senior [20] level,dept [19] #nonprofit,#justice [19] #sdg16,#nonprofit [19] #justice,#jobs Top Word Pairs in Tweet in G7:
[44] help,reach [43] reach,goal [34] people,app [34] really,care [34] app,really [32] finding,people [32] support,black [32] black,activists [32] lmauricecpr,hard [32] care,support Top Word Pairs in Tweet in G8:
[44] lkkesse,#nonprofit [26] themselves,follow [26] greatness_giu,seeks [26] help,those [26] follow,lkkesse [26] seeks,help [26] help,themselves [26] organization,greatness_giu [26] those,help [26] #nonprofit,organization Top Word Pairs in Tweet in G9:
[174] #socialmedia,#business [173] #business,#news [172] #support,#gofundme [172] #newsupdate,#organization [171] #news,#newsupdate [171] #organization,#support [170] #writerslift,#nonprofit [170] #b2b,#socialmedia [170] #rt,#writerslift [168] #gofundme,#rt Top Word Pairs in Tweet in G10:
[5] latest,fundraising [5] #fundraising,#nonprofit [5] fundraising,news [5] news,thanks [4] forbes,expert [4] revitalize,#nonprofit [4] highlighted,forbes [4] #nonprofit,president [4] president,ceo [4] mcilreavyp,highlighted Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
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: