The graph represents a network of 327 Twitter users whose tweets in the requested range contained "techsoup", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 29 August 2019 at 05:54 UTC.
The requested start date was Tuesday, 27 August 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 13-day, 23-hour, 33-minute period from Tuesday, 13 August 2019 at 00:26 UTC to Monday, 26 August 2019 at 23:59 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 : 327
Unique Edges : 464
Edges With Duplicates : 434
Total Edges : 898
Number of Edge Types : 3
Mentions : 784
Tweet : 72
Replies to : 42
Self-Loops : 72
Reciprocated Vertex Pair Ratio : 0.0726141078838174
Reciprocated Edge Ratio : 0.135396518375242
Connected Components : 41
Single-Vertex Connected Components : 27
Maximum Vertices in a Connected Component : 263
Maximum Edges in a Connected Component : 834
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.93738
Graph Density : 0.00484981520046528
Modularity : 0.402798
NodeXL Version : 1.0.1.419
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[22] working,techsoup [21] digital,tools [21] tools,need [20] general,session [18] change,lives [17] featured,during [16] during,pgelsinger's [16] pgelsinger's,#vmworld2019 [16] #vmworld2019,keynote [16] keynote,techsoup Top Word Pairs in Tweet in G1:
[7] learn,more [5] cultivate,big [5] check,out [5] considered,#automation [5] #automation,#nonprofit [5] #nonprofit,#fundraising [5] #fundraising,sure [5] sure,start [5] start,join [5] join,free Top Word Pairs in Tweet in G2:
[18] working,techsoup [16] digital,tools [16] tools,need [15] featured,during [15] during,pgelsinger's [15] pgelsinger's,#vmworld2019 [15] #vmworld2019,keynote [15] keynote,techsoup [15] techsoup,helped [15] helped,over Top Word Pairs in Tweet in G3:
[6] nonprofits,techsoup [5] #sandiego,prepare [5] prepare,#givingtuesday [5] #givingtuesday,put [5] put,together [5] together,successful [5] successful,online [5] online,giving [5] giving,tuesday [5] tuesday,campaign Top Word Pairs in Tweet in G4:
[4] techsoup,libraries [4] 2,5 [4] 5,million [4] scale,global [4] global,impact [4] impact,nonprofits [3] supporting,software [3] software,program [3] program,techsoup [3] techsoup,provides Top Word Pairs in Tweet in G5:
[12] techsoup,launch [12] launch,microsoft [12] microsoft,digital [12] digital,skills [12] skills,center [10] center,nonprofits [8] nonprofits,#nonprofits [8] #nonprofits,#microsoft [7] #microsoft,#digitalskills [4] techsoup,kintone Top Word Pairs in Tweet in G6:
[16] jakegrinsted,simply360 [15] crms,#nonprofit [15] simply360,kopperwoman [15] askdebra,ngosource [15] ngosource,techsoup [15] techsoup,kmartone [15] kmartone,jcamp180 [14] #nonprofit,programs [14] programs,w [14] w,jakegrinsted Top Word Pairs in Tweet in G7:
[3] #nonprofit,friends [3] friends,techsoup [3] techsoup,s [3] s,whittney [3] whittney,tom [3] tom,invite [3] invite,review [3] review,favorite [3] favorite,ntenorg [3] ntenorg,#20ntc Top Word Pairs in Tweet in G8:
[11] today,s [11] s,general [11] general,session [11] session,#vmware [11] #vmware,ceo [11] ceo,pat [11] pat,gelsinger [11] gelsinger,notes [11] notes,importance [11] importance,good Top Word Pairs in Tweet in G9:
[8] glad,useful [8] useful,jaycarmona [8] jaycarmona,folks [8] folks,interested [8] interested,here's [8] here's,cybersecurity [8] cybersecurity,guide [8] guide,low [8] low,risk [8] risk,organizations Top Word Pairs in Tweet in G10:
[2] association,brain [2] brain,food [2] food,weekly [2] weekly,free [2] free,educational [2] educational,events [2] events,resources [2] resources,wildapricot [2] wildapricot,associationsnow [2] associationsnow,clowderapps 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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