The graph represents a network of 7,848 Twitter users whose recent tweets contained "#Hashtag", 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 Wednesday, 18 September 2019 at 16:29 UTC.
The tweets in the network were tweeted over the 9-day, 16-hour, 54-minute period from Sunday, 08 September 2019 at 23:07 UTC to Wednesday, 18 September 2019 at 16:02 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 : 7848
Unique Edges : 10673
Edges With Duplicates : 5028
Total Edges : 15701
Self-Loops : 2664
Reciprocated Vertex Pair Ratio : 0.0185056902523503
Reciprocated Edge Ratio : 0.0363389040031092
Connected Components : 2328
Single-Vertex Connected Components : 1186
Maximum Vertices in a Connected Component : 870
Maximum Edges in a Connected Component : 3473
Maximum Geodesic Distance (Diameter) : 22
Average Geodesic Distance : 6.628512
Graph Density : 0.000167123349242853
Modularity : 0.67154
NodeXL Version : 1.0.1.419
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[887] #hashtag,tweet [817] #rt,#nexit [817] #nexit,#nugrenzendicht [811] ik,ga [811] ga,iedere [811] iedere,dag [811] dag,deze [811] deze,#hashtag [811] tweet,herhalen [811] herhalen,ben Top Word Pairs in Tweet in G1:
[123] #,# [28] check,out [24] 自動リフォローをしているアカウントです,自動リフォローをしているアカウントです [22] gli,#hashtag [19] #klay,#klaytn [19] #klaytn,#upbit [18] 5,000 [18] 000,000 [18] 000,klay [18] #hashtag,#morehashtags Top Word Pairs in Tweet in G2:
[452] 9,9 [226] 9,15のタワレコ邦楽週間チャート [226] 15のタワレコ邦楽週間チャート,シングル [226] シングル,1位 [226] 1位,#嵐 [226] #嵐,brave [226] brave,2位 [226] 2位,#米津玄師 [226] #米津玄師,馬と鹿 [226] 馬と鹿,3位 Top Word Pairs in Tweet in G3:
[817] #rt,#nexit [817] #nexit,#nugrenzendicht [811] ik,ga [811] ga,iedere [811] iedere,dag [811] dag,deze [811] deze,#hashtag [811] #hashtag,tweet [811] tweet,herhalen [811] herhalen,ben Top Word Pairs in Tweet in G4:
[279] sí,preocupa [279] preocupa,salas [279] salas,redacción [279] redacción,puedan [279] puedan,estar [279] estar,discutiendo [279] discutiendo,más [279] más,sobre [279] sobre,#hashtag [279] #hashtag,dia Top Word Pairs in Tweet in G5:
[128] biafrans,hqnigerianarmy [128] hqnigerianarmy,ngrsenate [128] ngrsenate,ngrpresident [128] ngrpresident,housengr [128] housengr,biafra [128] biafra,land [128] land,#hashtag [128] #hashtag,#operationpythondance3 [128] #operationpythondance3,stopped [128] stopped,realdonaldtrump Top Word Pairs in Tweet in G6:
[244] shining,star [69] #hashtag,shining [67] 11,水 [60] #米津玄師,馬と鹿 [60] #嵐,brave [60] #ラストアイドル,青春トレイン [60] 5位,#hashtag [60] star,でした [58] 9,11 [55] 水,発売 Top Word Pairs in Tweet in G7:
[132] leia,mais [132] mais,blog [132] blog,#hashtag [109] impressionante,observações [109] observações,são [109] são,incoerentes [109] incoerentes,diz [109] diz,jornalista [109] jornalista,dos [109] dos,eua Top Word Pairs in Tweet in G8:
[122] came,up [122] up,silly [122] silly,new [122] new,mensuration [122] mensuration,technique [122] technique,human [122] human,head [122] head,sizes [122] sizes,remarkably [122] remarkably,consistent Top Word Pairs in Tweet in G9:
[177] #해시태그,#hashtag [154] #hashtag,#현실소녀돌 [78] #votebluntout,#votebluntout [54] #현실소녀돌,#애지 [54] 우리,해삐들 [53] 잘,보내고 [45] #현실소녀돌,#현지 [39] gt,lt [38] 해삐추석,#해시태그 [36] #현실소녀돌,#소진 Top Word Pairs in Tweet in G10:
[21] #hashtag,#presidentpussyassbitch [15] graymatterstwit,grahamu64 [15] grahamu64,chrissyteigen [15] chrissyteigen,absolutely [15] absolutely,cut [15] cut,tweets [15] tweets,rt's [15] rt's,#hashtag [15] #presidentpussyassbitch,down [15] down,here Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G5:
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 G5:
Top Mentioned in G6:
Top Mentioned in G7:
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: