The graph represents a network of 3,793 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, 19 July 2019 at 12:12 UTC.
The requested start date was Friday, 19 July 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, 19-hour, 17-minute period from Monday, 15 July 2019 at 04:42 UTC to Friday, 19 July 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 : 3793
Unique Edges : 3807
Edges With Duplicates : 2525
Total Edges : 6332
Number of Edge Types : 3
Tweet : 2828
Mentions : 3432
Replies to : 72
Self-Loops : 2828
Reciprocated Vertex Pair Ratio : 0.0529027825489522
Reciprocated Edge Ratio : 0.100489396411093
Connected Components : 1484
Single-Vertex Connected Components : 892
Maximum Vertices in a Connected Component : 731
Maximum Edges in a Connected Component : 1828
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 6.887006
Graph Density : 0.000213097967497311
Modularity : 0.556252
NodeXL Version : 1.0.1.416
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[173] #nonprofit,#fundraising [132] check,out [84] non,profit [82] #nonprofit,#charity [79] learn,more [79] don,t [76] #charity,#nonprofit [76] prime,day [58] social,media [51] amazon,prime Top Word Pairs in Tweet in G1:
[54] check,out [45] link,bio [37] non,profit [33] job,opening [32] click,link [31] see,latest [28] #charity,#nonprofit [25] #nonprofit,job [25] looking,usa [25] overview,ready Top Word Pairs in Tweet in G2:
[84] #nonprofit,#fundraising [24] social,media [23] communicate,#nonprofit [17] fundraising,tuesday [16] #nonprofit,board [15] 10,ways [14] check,out [14] ways,make [13] raise,money [13] #fundraising,#nonprofit Top Word Pairs in Tweet in G3:
[23] prime,day [19] amazon,prime [16] shop,amazon [12] amazon,#primeday [11] click,set [11] set,up [9] today,tomorrow [9] shopping,amazon [9] #perth,#wa [9] #wa,need Top Word Pairs in Tweet in G4:
[36] #racetoleadsurvey,bldingmovement [24] miss,chance [23] make,voice [23] voice,heard [21] don,t [21] t,miss [20] heard,take [19] chance,make [16] take,#racetoleadsurvey [16] bldingmovement,today Top Word Pairs in Tweet in G5:
[18] donors,#nonprofit [17] support,crowdfunding [17] crowdfunding,campaign [17] campaign,reach [17] reach,1 [17] 1,001 [17] 001,monthly [17] monthly,donors [11] #freereentry,#nonprofit [8] learn,more Top Word Pairs in Tweet in G6:
[42] new,post [29] post,nonprofit [27] nonprofit,quarterly [20] quarterly,#nonprofit [14] #nonprofit,#nonprofitnews [12] post,philantropy [12] philantropy,news [12] news,digest [10] #nonprofitnews,#philanthropy [10] digest,read Top Word Pairs in Tweet in G7:
[18] globalowls,raultiru [13] #sdgs,#nonprofit [8] raultiru,#sdgs [7] climate,change [7] #nonprofit,#fundraising [5] high,performing [5] raultiru,#charity [5] #charity,#ngos [5] 100,solutions [5] solutions,climate Top Word Pairs in Tweet in G8:
[4] we've,sometimes [4] sometimes,feel [4] feel,getting [4] getting,work [4] work,done [4] done,read [4] read,successmagazine [4] successmagazine,stuff [4] #seniors,#cycling [4] #cycling,#volunteer Top Word Pairs in Tweet in G9:
[6] latest,nonprofit [6] nonprofit,daily [6] daily,thanks [4] right,now [4] #nonprofit,#fundraising [3] great,tips [3] give,another [3] another,warm [3] warm,welcome [3] welcome,four Top Word Pairs in Tweet in G10:
[10] #nonprofit,board [7] making,#socialimpact [7] lipman,family [7] family,prize [7] excellent,frm [7] frm,jenbo1 [7] jenbo1,grantcraft [7] grantcraft,women [7] women,thought [7] thought,leaders Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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