The graph represents a network of 426 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 Tuesday, 10 May 2022 at 16:30 UTC.
The requested start date was Tuesday, 10 May 2022 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 13-day, 13-hour, 35-minute period from Tuesday, 26 April 2022 at 04:18 UTC to Monday, 09 May 2022 at 17:53 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 : 426
Unique Edges : 585
Edges With Duplicates : 702
Total Edges : 1287
Number of Edge Types : 5
Retweet : 195
Tweet : 103
Mentions : 494
MentionsInRetweet : 324
Replies to : 171
Self-Loops : 127
Reciprocated Vertex Pair Ratio : 0.0507042253521127
Reciprocated Edge Ratio : 0.096514745308311
Connected Components : 37
Single-Vertex Connected Components : 27
Maximum Vertices in a Connected Component : 372
Maximum Edges in a Connected Component : 1208
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.737084
Graph Density : 0.00412040872687103
Modularity : 0.37058
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 426 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 Tuesday, 10 May 2022 at 16:30 UTC.
The requested start date was Tuesday, 10 May 2022 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 13-day, 13-hour, 35-minute period from Tuesday, 26 April 2022 at 04:18 UTC to Monday, 09 May 2022 at 17:53 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".
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : techsoup
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:
[157] thegeekdiplomat,techsoup [80] #nonprofits,#nonprofit [79] #corpgov,#socialgood [73] #socialgood,#shrm [73] #shrm,#nonprofits [62] #esg,#corpgov [44] #csr,#esg [39] fwdhumanity,#csr [33] rage,crying [23] #salesforce,#esg Top Word Pairs in Tweet in G1:
[147] thegeekdiplomat,techsoup [30] rage,crying [18] techsoup,rage [10] jason_a_clark,thegeekdiplomat [8] crying,over [7] techsoup,still [6] techsoup,know [5] rage,cry [5] still,rage [4] techsoup,coward Top Word Pairs in Tweet in G2:
[19] learn,more [9] #civilsociety,organizations [8] organizations,working [8] read,more [8] 10am,pt [6] org,offer [6] offer,meal [6] meal,pantry [6] pantry,#foodbank [6] #foodbank,services Top Word Pairs in Tweet in G3:
[4] craignewmark,axjusticemoore [2] axjusticemoore,dcck [2] dcck,dc_greens [2] dc_greens,dcdiaperbank [2] dcdiaperbank,dcfamengagement [2] dcfamengagement,dcv4a [2] dcv4a,dcpseats [2] dcpseats,dchunger [2] dchunger,ichildnutrition [2] ichildnutrition,breadforthecity Top Word Pairs in Tweet in G4:
[6] #csr,#googleio [6] #googleio,#salesforce [6] #salesforce,#esg [6] #esg,#corpgov [6] #corpgov,#socialgood [6] #socialgood,#nonprofits [6] #nonprofits,#nonprofit [3] microsoft,power [3] power,platform [3] platform,training Top Word Pairs in Tweet in G5:
[6] hub8andco,cynamhub [5] themeetinggnd,techsoup [4] brilliant,evening [4] evening,thanks [4] thanks,much [4] much,everyone [4] everyone,such [4] such,stimulating [4] stimulating,conversations [4] conversations,keep Top Word Pairs in Tweet in G6:
[17] next,week [17] week,#nptechedu [15] list,events [11] tomorrow,miss [11] miss,#nptechedu [8] 05,04 [8] techsoup,list [7] events,month [7] 1pm,techsoup [6] causevox,bloomerangtech Top Word Pairs in Tweet in G7:
[5] #publicgoodapphouse,event [5] 25,10am [5] 10am,pt [3] techsoup,#techsoup [3] #techsoup,next [3] next,#publicgoodapphouse [3] event,twiliodotorg [3] twiliodotorg,25 [3] pt,join [3] join,techmatters Top Word Pairs in Tweet in G8:
[3] need,find [3] find,better [3] better,ways [3] ways,collect [3] collect,data [3] data,service [3] service,users [3] users,delivering [3] delivering,offline [3] offline,online Top Word Pairs in Tweet in G10:
[73] #corpgov,#socialgood [73] #socialgood,#shrm [73] #shrm,#nonprofits [73] #nonprofits,#nonprofit [56] #esg,#corpgov [44] #csr,#esg [39] fwdhumanity,#csr [20] #nonprofit,#hrtech [20] #hrtech,#futureofwork [20] #futureofwork,#smbs Top Replied-To in Entire Graph:
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Top Replied-To in G5:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: