The graph represents a network of 19,926 Twitter users whose recent tweets contained "#PiDay", 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 Thursday, 14 March 2019 at 21:25 UTC.
The tweets in the network were tweeted over the 1-hour, 19-minute period from Thursday, 14 March 2019 at 18:30 UTC to Thursday, 14 March 2019 at 19:49 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 : 19926
Unique Edges : 22596
Edges With Duplicates : 1729
Total Edges : 24325
Self-Loops : 5964
Reciprocated Vertex Pair Ratio : 0.0114760585674713
Reciprocated Edge Ratio : 0.0226917057902973
Connected Components : 5541
Single-Vertex Connected Components : 3160
Maximum Vertices in a Connected Component : 8545
Maximum Edges in a Connected Component : 11969
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 6.668895
Graph Density : 4.50651097895337E-05
Modularity : 0.803692
NodeXL Version : 1.0.1.409
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[6099] happy,piday [1765] 3,14 [1677] pi,day [867] happy,pi [663] pie,happy [647] digits,pi [635] cutie,pie [630] piday,neverending [628] neverending,stories [628] stories,bt21 Top Word Pairs in Tweet in G1:
[910] happy,piday [584] pi,day [327] 3,14 [321] happy,pi [208] piday,hope [202] hope,loads [202] loads,pie [202] pie,loads [202] loads,love [202] love,mathrocks Top Word Pairs in Tweet in G2:
[294] 31,4 [231] world,record [213] happy,piday [199] 4,trillion [186] congratulations,yuryu [184] record,calculating [142] new,world [142] number,π [142] π,digits [142] digits,calculated Top Word Pairs in Tweet in G3:
[473] happy,piday [141] statmuse,happy [134] ianbremmer,happy [107] piday,bigbangtheory [61] excuse,friends [61] friends,help [61] help,tweet [61] tweet,314 [61] 314,replies [61] replies,1 Top Word Pairs in Tweet in G4:
[638] happy,piday [624] cutie,pie [622] pie,happy [622] piday,neverending [622] neverending,stories [622] stories,bt21 [621] bt21_,cutie [29] hoy,piday [29] albert,einstein [28] nació,albert Top Word Pairs in Tweet in G5:
[124] pie,piday [47] alaskaair,d [40] happy,piday [33] pi,day [32] happy,pi [32] alaskaair,piday [29] cream,pie [27] key,lime [26] alaskaair,happy [26] lime,pie Top Word Pairs in Tweet in G6:
[370] reminder,piday [368] good,reminder [367] aclu,good [7] un_women,piday [6] happy,piday [2] happy,pi [2] pi,day [2] day,horror [2] horror,fam [2] fam,piday Top Word Pairs in Tweet in G7:
[110] hoy,día [104] 3,14 [103] día,pi [101] valor,pi [100] pi,día [100] día,sería [100] sería,3 [100] 14,1592 [100] 1592,6 [100] 6,53 Top Word Pairs in Tweet in G8:
[261] traffic,canada [261] canada,much [261] much,more [261] more,interesting [261] interesting,thought [261] thought,wow [261] wow,piday [261] piday,thor [261] thor,thursdaythoughts [260] tomhall,traffic Top Word Pairs in Tweet in G9:
[221] happy,piday [190] digits,pi [133] wired,happy [122] piday,image [122] image,visualization [122] visualization,first [122] first,1 [122] 1,000 [122] 000,digits [122] pi,shown Top Word Pairs in Tweet in G10:
[275] happy,piday [275] piday,cowboysnation [275] cowboysnation,byron31jump [275] byron31jump,dak [274] dallascowboys,happy [12] here,s [11] s,second [11] second,batch [11] batch,pie [11] pie,analysis Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G8:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G7:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: