The graph represents a network of 17,491 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 Monday, 02 December 2019 at 18:41 UTC.
The tweets in the network were tweeted over the 22-hour, 17-minute period from Sunday, 01 December 2019 at 19:05 UTC to Monday, 02 December 2019 at 17:22 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 : 17491
Unique Edges : 20208
Edges With Duplicates : 5388
Total Edges : 25596
Self-Loops : 8274
Reciprocated Vertex Pair Ratio : 0.0328638497652582
Reciprocated Edge Ratio : 0.0636363636363636
Connected Components : 6768
Single-Vertex Connected Components : 4190
Maximum Vertices in a Connected Component : 4140
Maximum Edges in a Connected Component : 8553
Maximum Geodesic Distance (Diameter) : 24
Average Geodesic Distance : 7.560402
Graph Density : 5.10595026588697E-05
Modularity : 0.704927
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 17,491 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 Monday, 02 December 2019 at 18:41 UTC.
The tweets in the network were tweeted over the 22-hour, 17-minute period from Sunday, 01 December 2019 at 19:05 UTC to Monday, 02 December 2019 at 17:22 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:
[1868] tomorrow,#givingtuesday [1021] giving,tuesday [1021] #givingtuesday,tomorrow [716] please,consider [689] december,3 [649] dec,3 [628] december,3rd [601] make,difference [563] give,back [542] #givingtuesday,help Top Word Pairs in Tweet in G1:
[761] tomorrow,#givingtuesday [390] #givingtuesday,tomorrow [378] giving,tuesday [219] please,consider [183] december,3rd [182] december,3 [148] make,difference [139] give,back [139] #givingtuesday,help [136] learn,more Top Word Pairs in Tweet in G2:
[60] tomorrow,#givingtuesday [51] #givingtuesday,global [44] more,day [41] global,generosity [41] generosity,movement [39] tomorrow,givingtuesday [38] one,day [35] #givingtuesday,tomorrow [34] give,back [34] power,people Top Word Pairs in Tweet in G3:
[55] check,out [37] donate,help [34] #givingtuesday,please [32] help,reach [32] reach,goal [30] wow,ve [30] ve,raised [30] days,lets [30] lets,make [30] make,campaign Top Word Pairs in Tweet in G4:
[133] 5,000 [131] win,5 [86] tell,canadahelps [85] canadahelps,plan [81] contest,closes [78] plan,celebrating [72] make,pledge [63] celebrating,#givingtuesdayca [62] 000,contest [61] #givingtuesdayca,make Top Word Pairs in Tweet in G5:
[34] day,go [28] use,hashtag [24] giving,tuesday [24] one,day [22] tomorrow,#givingtuesday [20] until,#givingtuesday [20] make,difference [19] #givingtuesday,eve [19] eve,one [19] go,everyone Top Word Pairs in Tweet in G6:
[45] childhood,hunger [44] hungry,kids [42] make,difference [40] against,childhood [38] fight,against [26] up,100k [23] difference,hungry [21] send,dm [21] voice,make [21] facebook,match Top Word Pairs in Tweet in G7:
[45] 3,desembre [22] col,labora [18] és,#givingtuesday [18] 3,diciembre [16] ens,ajudes [15] medul,òssia [12] labora,amb [11] fomentar,cultura [11] demà,és [11] día,solidario Top Word Pairs in Tweet in G8:
[38] make,difference [33] #givingtuesday,offers [33] offers,opportunity [33] opportunity,make [33] make,world [33] world,better [33] better,place [33] place,children [33] children,through [33] through,spirit Top Word Pairs in Tweet in G9:
[81] #givingtuesday,tomorrow [62] spread,word [44] 10,000 [42] tomorrow,season [42] season,giving [42] giving,giving [42] giving,back [42] back,honor [42] honor,girl [42] girl,taylorswift13 Top Word Pairs in Tweet in G10:
[41] tweet,set [41] set,reminder [41] reminder,#givingtuesday [41] #givingtuesday,join [41] join,supporting [41] supporting,onewarmcoat [41] onewarmcoat,cause [41] cause,close [41] close,hearts [41] hearts,#partywithapurpose 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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Top Tweeters in G10: