The graph represents a network of 8,683 Twitter users whose recent tweets contained "social media influencer", 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, 23 April 2019 at 19:51 UTC.
The tweets in the network were tweeted over the 9-day, 10-hour, 50-minute period from Sunday, 14 April 2019 at 08:48 UTC to Tuesday, 23 April 2019 at 19:39 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 : 8683
Unique Edges : 10801
Edges With Duplicates : 995
Total Edges : 11796
Self-Loops : 2331
Reciprocated Vertex Pair Ratio : 0.00961328381035613
Reciprocated Edge Ratio : 0.0190434970785544
Connected Components : 2412
Single-Vertex Connected Components : 1495
Maximum Vertices in a Connected Component : 2512
Maximum Edges in a Connected Component : 5017
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 2.005534
Graph Density : 0.000122596022917099
Modularity : 0.670487
NodeXL Version : 1.0.1.411
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[7363] social,media [2964] media,influencer [2506] seit,gestern [2506] gestern,abend [2506] abend,werde [2506] werde,diversen [2506] diversen,social [2506] media,seiten [2506] seiten,als [2506] als,quasi Top Word Pairs in Tweet in G1:
[2507] social,media [2503] seit,gestern [2503] gestern,abend [2503] abend,werde [2503] werde,diversen [2503] diversen,social [2503] media,seiten [2503] seiten,als [2503] als,quasi [2503] quasi,nazi Top Word Pairs in Tweet in G2:
[1436] social,media [932] media,influencer [269] internet,domain [253] domain,gunpoint [252] plotted,take [251] influencer,plotted [249] take,internet [245] end,well [215] gunpoint,end [147] new,influencer Top Word Pairs in Tweet in G3:
[280] barber,barber [280] barber,midfielder [280] midfielder,deep [280] deep,lying [280] lying,social [280] social,media [280] media,influencer [278] herboldsoul,barber Top Word Pairs in Tweet in G4:
[263] social,media [262] influencer,social [262] media,doctor [262] doctor,influenza [262] influenza,sick [261] geowizzacist,influencer Top Word Pairs in Tweet in G5:
[248] barber,barber [248] barber,midfielder [248] midfielder,deep [248] deep,lying [248] lying,social [248] social,media [248] media,influencer [247] footballfunnnys,barber Top Word Pairs in Tweet in G6:
[110] internet,domain [109] domain,gunpoint [87] man,found [87] found,guilty [87] guilty,hiring [87] hiring,cousin [87] cousin,break [87] break,house [87] house,force [87] force,transfer Top Word Pairs in Tweet in G7:
[64] #successtrain,meet [61] _successcenter_,#successtrain [54] social,media [40] meet,audrey [40] audrey,desisto [40] desisto,audreydesisto [40] audreydesisto,founder [40] founder,ceo [40] ceo,digitalmstream [40] digitalmstream,recognized Top Word Pairs in Tweet in G8:
[147] social,media [35] media,influencers [29] come,entrare [29] entrare,contatto [29] contatto,giovani [29] giovani,mediante [29] mediante,social [29] media,generazione [29] generazione,z [29] z,è Top Word Pairs in Tweet in G9:
[69] shoutout,nga [69] nga,pala [69] pala,dun [69] dun,sa [69] sa,kaklase [69] kaklase,ko [69] ko,nung [69] nung,grade [69] grade,4 [69] 4,na Top Word Pairs in Tweet in G10:
[71] social,media [71] media,influencer [67] one,dolan [67] dolan,twins [67] dating,popular [67] popular,social [66] twins,begin [66] begin,dating [66] influencer,keep [66] keep,secret Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G9:
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: