The graph represents a network of 3,984 Twitter users whose tweets in the requested range contained "#nonprofit", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 26 April 2019 at 12:04 UTC.
The requested start date was Friday, 26 April 2019 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 3-day, 7-hour, 55-minute period from Monday, 22 April 2019 at 16:05 UTC to Friday, 26 April 2019 at 00:00 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
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 : 3984
Unique Edges : 3978
Edges With Duplicates : 2238
Total Edges : 6216
Number of Edge Types : 3
Mentions : 3304
Tweet : 2818
Replies to : 94
Self-Loops : 2818
Reciprocated Vertex Pair Ratio : 0.0336330336330336
Reciprocated Edge Ratio : 0.0650773195876289
Connected Components : 1556
Single-Vertex Connected Components : 938
Maximum Vertices in a Connected Component : 842
Maximum Edges in a Connected Component : 1976
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 6.56206
Graph Density : 0.000195610460924794
Modularity : 0.581914
NodeXL Version : 1.0.1.411
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[173] check,out [117] funraise,#nonprofit [100] #nonprofit,#fundraising [98] new,trail [78] non,profit [76] need,fundraising [72] #charity,#nonprofit [71] #nonprofit,need [68] fundraising,magic [68] magic,social Top Word Pairs in Tweet in G1:
[45] link,bio [43] check,out [36] click,link [32] new,post [30] learn,more [27] non,profit [27] #nonprofit,job [27] job,opening [24] find,out [22] #nonprofit,#charity Top Word Pairs in Tweet in G2:
[45] #nonprofit,#fundraising [29] looking,usa [27] overview,ready [26] check,out [26] ready,join [23] usa,tx [19] tx,dallas [16] #fundraising,#fundraisingideas [16] #fundraisingideas,#charity [16] daily,thanks Top Word Pairs in Tweet in G3:
[117] funraise,#nonprofit [68] #nonprofit,need [68] need,fundraising [68] fundraising,magic [68] magic,social [68] social,fundraising [68] fundraising,magical [68] magical,potion [68] potion,combines [68] combines,social Top Word Pairs in Tweet in G4:
[15] #missions,#christian [14] check,out [14] #christian,#nonprofit [12] national,#nonprofit [12] awareness,through [11] #soulecting,#nonprofit [10] latest,forbes [10] forbes,national [10] #nonprofit,crohnscolitisfn [10] crohnscolitisfn,takes Top Word Pairs in Tweet in G5:
[10] #nonprofit,#fundraising [7] #nonprofit,excellence [7] annual,report [6] #nonprofit,awareness [6] awareness,day [6] mel,king [6] king,institute [5] check,out [5] register,#nonprofit [5] day,celebration Top Word Pairs in Tweet in G6:
[14] #grantwriting,#nonprofit [9] daily,#nonprofit [9] #nonprofit,newsletter [7] latest,fundraising [6] #nonprofit,#grantwriting [5] grant,writing [5] #nonprofit,webinars [5] #nonprofit,#fundraising [5] today's,edition [5] newsletter,out Top Word Pairs in Tweet in G7:
[96] new,trail [48] manage,programs [48] programs,nonprofit [48] nonprofit,cloud [48] cloud,new [48] trail,#nonprofit [48] #nonprofit,end [48] end,users [46] users,salesforceorg [42] trail,alert Top Word Pairs in Tweet in G8:
[7] s,#nonprofit [7] #nonprofit,leaders [7] leaders,staff [7] staff,doing [7] doing,tremendous [7] tremendous,work [7] work,very [7] very,toughest [7] toughest,challenges [6] giving,done Top Word Pairs in Tweet in G9:
[22] #causes,#donate [22] #donate,#change [21] #change,#activism [21] #activism,#nonprofit [20] #nonprofit,#dogood [14] #dogood,#charity [14] #charity,#fundraising [14] #fundraising,#socialgood [3] mlb,#causes [2] ididitucan,gofundme Top Word Pairs in Tweet in G10:
[10] catch,up [8] #nonprofit,knowledge [7] checking,out [7] out,one [7] one,free [6] expand,#nonprofit [6] knowledge,#worldbookday [6] #worldbookday,catch [6] up,reading [6] reading,checking Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G4:
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Top Replied-To in G8:
Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G5:
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Top Tweeters in G8:
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Top Tweeters in G10: