The graph represents a network of 20,498 Twitter users whose recent tweets contained "GivingTuesday", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Tuesday, 03 December 2019 at 14:57 UTC.
The tweets in the network were tweeted over the 52-minute period from Tuesday, 03 December 2019 at 12:51 UTC to Tuesday, 03 December 2019 at 13:44 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 : 20498
Unique Edges : 24417
Edges With Duplicates : 3958
Total Edges : 28375
Self-Loops : 8301
Reciprocated Vertex Pair Ratio : 0.0277268433627827
Reciprocated Edge Ratio : 0.0539576124567474
Connected Components : 7922
Single-Vertex Connected Components : 4755
Maximum Vertices in a Connected Component : 5671
Maximum Edges in a Connected Component : 11165
Maximum Geodesic Distance (Diameter) : 25
Average Geodesic Distance : 7.709274
Graph Density : 4.40226342793048E-05
Modularity : 0.746876
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 20,498 Twitter users whose recent tweets contained "GivingTuesday", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Tuesday, 03 December 2019 at 14:57 UTC.
The tweets in the network were tweeted over the 52-minute period from Tuesday, 03 December 2019 at 12:51 UTC to Tuesday, 03 December 2019 at 13:44 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 : TwitterSearch
Graph Term : GivingTuesday
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 : Followers
Vertex Alpha : Followers
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[2214] today,#givingtuesday [1266] #givingtuesday,help [1025] make,donation [1016] s,#givingtuesday [936] holiday,season [920] please,consider [817] donation,help [754] families,need [738] giving,tuesday [697] #givingtuesday,please Top Word Pairs in Tweet in G1:
[698] today,#givingtuesday [284] giving,tuesday [259] please,consider [250] s,#givingtuesday [204] #givingtuesday,please [195] #givingtuesday,help [179] happy,#givingtuesday [158] give,back [144] make,difference [142] donate,today Top Word Pairs in Tweet in G2:
[684] help,put [684] put,food [684] food,more [684] more,tables [684] families,need [684] need,#givingonus [683] meals,families [682] holiday,season [681] #givingtuesday,help [681] tables,over Top Word Pairs in Tweet in G3:
[70] today,#givingtuesday [65] give,today [40] giving,tuesday [39] give,give [37] gift,give [34] simple,idea [33] please,consider [32] idea,grown [29] donate,today [25] #givingtuesday,support Top Word Pairs in Tweet in G4:
[71] biggive,#christmaschallenge19 [62] donate,100 [62] 100,donation [62] donation,matched [61] today,#givingtuesday [38] death's,door [38] donate,help [35] mukkoka,alone [35] alone,motherless [35] motherless,frightened Top Word Pairs in Tweet in G5:
[103] #ndlb2020,#givingtuesday [91] #givingtuesday,#demcast [42] day,giving [31] today,#givingtuesday [28] #demcast,#demcastfl [28] rural,areas [27] holiday,season [26] go,twice [26] twice,far [25] #givingtuesday,join Top Word Pairs in Tweet in G6:
[45] 50,match [33] s,#givingtuesday [31] great,day [29] today,50 [29] students,#givingtuesday [28] love,help [27] s,today [27] match,givingtuesday [27] givingtuesday,live [27] live,donation Top Word Pairs in Tweet in G7:
[38] facebook,matching [36] 7,million [32] today,#givingtuesday [26] up,7 [24] facebook,match [19] please,consider [19] donate,here [17] million,donations [17] donations,made [16] s,#givingtuesday Top Word Pairs in Tweet in G8:
[42] today,#givingtuesday [42] 855,350 [42] 350,2900 [32] #givingtuesday,go [31] #givingtuesday,#cbschicagocares [30] donate,today [28] 2900,cbschicago [26] good,morning [26] morning,everyone [26] everyone,today Top Word Pairs in Tweet in G9:
[41] gives,back [40] honor,#givingtuesday [38] support,gof [37] #givingtuesday,look [37] look,back [37] back,one [37] one,navy [37] navy,nurse's [37] nurse's,journey [37] journey,deployed Top Word Pairs in Tweet in G10:
[18] give,today [15] public,radio [15] today,#givingtuesday [13] listener,support [13] support,biggest [13] biggest,source [13] source,funding [13] funding,many [13] many,npr [13] npr,stations Top Replied-To in Entire Graph:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
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Top Tweeters in G10: