The graph represents a network of 5,592 Twitter users whose recent tweets contained "#sleep OR #sleeping OR #insomnia", 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 Friday, 27 January 2023 at 19:45 UTC.
The tweets in the network were tweeted over the 5-day, 15-hour, 46-minute period from Sunday, 22 January 2023 at 03:26 UTC to Friday, 27 January 2023 at 19:12 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 : 5592
Unique Edges : 6138
Edges With Duplicates : 4216
Total Edges : 10354
Number of Edge Types : 5
Replies to : 217
Mentions : 1350
Retweet : 2773
Tweet : 3210
MentionsInRetweet : 2804
Self-Loops : 3347
Reciprocated Vertex Pair Ratio : 0.0381909547738693
Reciprocated Edge Ratio : 0.0735721200387222
Connected Components : 2305
Single-Vertex Connected Components : 1670
Maximum Vertices in a Connected Component : 641
Maximum Edges in a Connected Component : 1765
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 5.452956
Graph Density : 0.000165201380002451
Modularity : 0.570464
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 5,592 Twitter users whose recent tweets contained "#sleep OR #sleeping OR #insomnia", 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 Friday, 27 January 2023 at 19:45 UTC.
The tweets in the network were tweeted over the 5-day, 15-hour, 46-minute period from Sunday, 22 January 2023 at 03:26 UTC to Friday, 27 January 2023 at 19:12 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 : #sleep OR #sleeping OR #insomnia
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 Color : In-Degree
Vertex Radius : In-Degree
Vertex Alpha : In-Degree
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[451] #드림캐쳐,#dreamcatcher [451] #dreamcatcher,#insomnia [435] 팬클럽,'insomnia' [435] 'insomnia',2기 [435] 공식,팬클럽 [435] 드림캐쳐,공식 [435] 2기,모집 [426] 글로벌,#드림캐쳐 [426] 국내,글로벌 [424] voting,tickets Top Word Pairs in Tweet in G1:
[80] to,sleep [74] if,you [72] in,the [72] of,the [68] a,good [66] for,a [63] your,sleep [60] help,you [60] to,get [58] of,sleep Top Word Pairs in Tweet in G2:
[448] #드림캐쳐,#dreamcatcher [437] #dreamcatcher,#insomnia [435] 'insomnia',2기 [435] 팬클럽,'insomnia' [435] 공식,팬클럽 [435] 2기,모집 [435] 드림캐쳐,공식 [426] 글로벌,#드림캐쳐 [426] 국내,글로벌 [421] 59분,kst Top Word Pairs in Tweet in G3:
[424] voting,tickets [212] rt,like [212] #aespa,#nayeon [212] dm,to [212] choice,giveaway [212] available,dm [212] #insomnia,#swith [212] like,rtpinned [212] #my,#once [212] tickets,available Top Word Pairs in Tweet in G4:
[44] in,the [26] #sleep,and [22] related,to [21] to,#sleep [21] morning,light [20] to,the [18] read,the [18] sleep,medicine [18] the,findings [17] in,this Top Word Pairs in Tweet in G5:
[114] via,youtube [49] to,sleep [37] heavy,rain [31] rain,sounds [28] #viral,#youtube [28] #trending,#quote [28] youtube,#live [28] #new,#trending [28] #sleep,#viral [28] #viralvideos,via Top Word Pairs in Tweet in G6:
[54] 426,bedroom [54] #early,#morning [54] #morning,#sleeping [54] #rays,#early [54] #sleeping,#sleepingcouple [54] #bedroom,#morningsun [54] #morning,#sun [54] #light,#rays [54] sun,#buyintoart [54] #sleepingcouple,#couple Top Word Pairs in Tweet in G7:
[17] associated,with [17] of,chronic [16] who,suffer [16] #neuroscience,#science [16] suffer,from [15] for,the [15] risk,of [15] #sleep,is [14] the,generation [14] during,#sleep Top Word Pairs in Tweet in G8:
[36] a,lack [36] theory,focuses [36] focuses,blood [36] one,theory [36] lack,of [36] how,does [36] blood,vessels [36] contribute,to [36] does,a [36] #sleep,contribute Top Word Pairs in Tweet in G9:
[43] in,the [41] of,shared [41] more,likely [41] by,professor [41] indigenous,cultural [41] shows,a [41] life,research [41] and,unexpectedly [41] unexpectedly,in [41] a,centuries Top Word Pairs in Tweet in G10:
[33] the,risk [32] via,3uknz [32] resource,offering [32] with,#alzheimers [32] tweet,this [32] people,living [32] and,other [32] #dementia,image [32] for,reducing [32] disease,and Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G7:
Top Replied-To in G8:
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 G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
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: