The graph represents a network of 5,886 Twitter users whose tweets in the requested range contained "Cialis", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 22 March 2019 at 20:25 UTC.
The requested start date was Thursday, 21 March 2019 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.
The tweets in the network were tweeted over the 48-day, 12-hour, 46-minute period from Thursday, 31 January 2019 at 11:10 UTC to Wednesday, 20 March 2019 at 23:56 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 : 5886
Unique Edges : 5164
Edges With Duplicates : 1428
Total Edges : 6592
Number of Edge Types : 3
Mentions : 3192
Replies to : 1532
Tweet : 1868
Self-Loops : 1868
Reciprocated Vertex Pair Ratio : 0.0160771704180064
Reciprocated Edge Ratio : 0.0316455696202532
Connected Components : 1978
Single-Vertex Connected Components : 812
Maximum Vertices in a Connected Component : 621
Maximum Edges in a Connected Component : 829
Maximum Geodesic Distance (Diameter) : 22
Average Geodesic Distance : 6.659057
Graph Density : 0.000127716907276197
Modularity : 0.731242
NodeXL Version : 1.0.1.409
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[643] viagra,cialis [406] à,à [278] cialis,right [275] doctor,cialis [264] ð,ð [206] t,ask [199] cialis,viagra [192] ask,doctor [191] obat,kuat [174] cialis,levitra Top Word Pairs in Tweet in G1:
[406] à,à [264] ð,ð [220] viagra,cialis [100] obat,kuat [95] cialis,levitra [94] ñ,ð [82] cialis,tadalafil [81] ð,ñ [68] much,more [67] levitra,much Top Word Pairs in Tweet in G2:
[20] viagra,cialis [8] cialis,viagra [8] drug,prices [8] prices,rise [8] rise,even [8] even,close [8] overchargedbook,calls [7] catohealth,drug [7] close,competitorsâ [7] competitorsâ,viagra Top Word Pairs in Tweet in G3:
[173] doctor,cialis [173] cialis,right [172] ask,doctor [171] chadwick_moore,ask [2] healthy,enough Top Word Pairs in Tweet in G4:
[155] running,cialis [155] cialis,marketing [155] marketing,department [155] department,hit [155] hit,up [155] d,sponsored [155] sponsored,think [155] think,id [155] id,rep [155] rep,brand Top Word Pairs in Tweet in G5:
[70] cialis,right [69] asked,doctor [69] doctor,cialis [69] right,fuck [69] fuck,out [69] out,house [68] robertwmaxwell,asked [38] throws,bale [38] bale,truck [38] truck,wipes Top Word Pairs in Tweet in G6:
[206] t,ask [103] ll,make [103] make,deal [103] deal,don [103] don,t [103] ask,protein [103] protein,won [103] won,t [103] ask,nexium [103] nexium,crestor Top Word Pairs in Tweet in G7:
[64] cop,allegedly [64] allegedly,caught [64] caught,covering [64] covering,up [64] up,fatal [49] fatal,police [49] police,beating [48] ex,miamipd [48] miamipd,cop [48] beating,handcuffed Top Word Pairs in Tweet in G8:
[64] melhor,retaliação [64] retaliação,ao [64] ao,projeto [64] projeto,márcio [64] márcio,labre [64] labre,psl [64] psl,rj [64] rj,quer [64] quer,proibir [64] proibir,uso Top Word Pairs in Tweet in G9:
[68] healthy,enough [34] checked,doctor [34] doctor,see [34] see,healthy [34] enough,use [34] use,cialis [34] cialis,viagra [34] viagra,healthy [33] swedishcanary,checked [26] enough,aâ Top Word Pairs in Tweet in G10:
[5] viagra,cialis [3] cialis,commercial [2] don,t Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
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:
Top Tweeters in G3:
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: