The graph represents a network of 1,559 Twitter users whose tweets in the requested range contained "socialgood", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 08 December 2019 at 14:40 UTC.
The requested start date was Sunday, 08 December 2019 at 01:01 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, 18-minute period from Sunday, 24 November 2019 at 01:17 UTC to Sunday, 08 December 2019 at 00:35 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 : 1559
Unique Edges : 1802
Edges With Duplicates : 1358
Total Edges : 3160
Number of Edge Types : 3
Mentions : 2300
Tweet : 812
Replies to : 48
Self-Loops : 812
Reciprocated Vertex Pair Ratio : 0.0436681222707424
Reciprocated Edge Ratio : 0.0836820083682008
Connected Components : 427
Single-Vertex Connected Components : 209
Maximum Vertices in a Connected Component : 441
Maximum Edges in a Connected Component : 1433
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 6.340396
Graph Density : 0.000688782925100106
Modularity : 0.553148
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 1,559 Twitter users whose tweets in the requested range contained "socialgood", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 08 December 2019 at 14:40 UTC.
The requested start date was Sunday, 08 December 2019 at 01:01 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, 18-minute period from Sunday, 24 November 2019 at 01:17 UTC to Sunday, 08 December 2019 at 00:35 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 : socialgood
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:
[91] #nonprofit,#socialgood [76] #charity,#nonprofit [51] #charity,#community [46] social,good [46] #donate,#change [45] ceo,founder [45] founder,justonyc [40] #lasvegas,#nonprofit [39] #causes,#donate [39] #socialgood,#sustainability Top Word Pairs in Tweet in G1:
[13] #dogood,#socialgood [11] #donate,#socialgood [11] #donate,#change [10] #philanthropy,#socialgood [10] #socialgood,#fundraising [10] #giveback,#dogood [10] raise,awareness [9] #nonprofit,#dogood [9] learn,cisco [9] cisco,teams Top Word Pairs in Tweet in G2:
[24] #podcast,episode [21] #becomewih,#socialgood [19] #socialgood,#bekind [17] #dogood,#giveback [15] co,founder [15] #socent,#socialgood [15] waste,collection [15] local,authority [15] #lifesoleil,#uniquegifts [12] 2nd,#podcast Top Word Pairs in Tweet in G3:
[28] #socialimpact,#charity [28] #charity,#nonprofit [28] #nonprofit,#socialgood [28] #socialgood,#sustainability [28] #sustainability,#sdg [15] job,opportunity [14] #sdg,#zerohunger [14] #zerohunger,#makeadifference [14] #makeadifference,#sdgs [14] #sdgs,#c Top Word Pairs in Tweet in G4:
[6] ज,न [4] climate,change [3] kids,used [3] used,imaginary [3] imaginary,friends [3] friends,alexa [3] alexa,siri [3] siri,google [3] google,assistant [3] assistant,talked Top Word Pairs in Tweet in G5:
[22] #socialgood,community [15] opening,bell [14] done,legwork [14] legwork,time [14] time,see [14] see,campaign [14] campaign,pay [14] pay,wishing [14] wishing,entire [14] entire,#socialgood Top Word Pairs in Tweet in G6:
[26] #charity,#nonprofit [14] #nonprofit,#love [13] #love,#community [13] #volunteering,#volunteer [13] #charity,#community [12] αφιέρωσε,και [12] χριστουγεννιάτικη,ευχή [12] #nonprofit,#dogood [12] #donate,#socialgood [12] #volunteer,#volunteers Top Word Pairs in Tweet in G7:
[23] four,exciting [23] exciting,ai [23] ai,jobs [23] jobs,open [23] open,dlr_de [23] dlr_de,helmholtz_ai [23] helmholtz_ai,#ai [23] #ai,#earthobservation [23] #earthobservation,#socialgood [23] #socialgood,don Top Word Pairs in Tweet in G8:
[11] #artificialintelligence,#ml [11] #ml,#ai [8] #ai,#artificial_intelligence [8] #artificial_intelligence,#socialgood [8] #socialgood,#aiforgood [8] #aiforgood,#ai4 [8] #ai4,omdenaai [8] #artificialintelligence,powerful [8] powerful,tool [7] omdenaai,technossus Top Word Pairs in Tweet in G9:
[4] #nonprofits,need [4] need,support [4] support,beyond [4] beyond,one [4] one,day [4] day,year [4] year,pledge [4] create,fundraiser [4] fundraiser,#givingtuesday [4] #givingtuesday,#safehavenwildlifesanctuary Top Word Pairs in Tweet in G10:
[22] deserve,good [22] good,life [22] life,#quote [22] #quote,williampryanphd [22] williampryanphd,#thrivetogether [22] #thrivetogether,#successtrain [22] #successtrain,#joytrain [22] #joytrain,#iamchoosinglove [22] #iamchoosinglove,#spdc [21] lifenetguide,deserve Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
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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:
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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: