The graph represents a network of 3,585 Twitter users whose recent tweets contained "lrainie", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/8/2023 5:00:33 PM. The network was obtained from Twitter on Thursday, 09 March 2023 at 03:20 UTC.
The tweets in the network were tweeted over the 2702-day, 7-hour, 58-minute period from Wednesday, 14 October 2015 at 14:08 UTC to Wednesday, 08 March 2023 at 22:06 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
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 : 3585
Unique Edges : 4161
Edges With Duplicates : 11754
Total Edges : 15915
Number of Edge Types : 9
Retweet : 3312
MentionsInRetweet : 6594
Mentions : 2784
MentionsInQuote : 471
Quote : 498
MentionsInReplyTo : 1728
Replies to : 406
Tweet : 74
MentionsInQuoteReply : 48
Self-Loops : 498
Reciprocated Vertex Pair Ratio : 0.0458902120243973
Reciprocated Edge Ratio : 0.0877534018328242
Connected Components : 2
Single-Vertex Connected Components : 1
Maximum Vertices in a Connected Component : 3584
Maximum Edges in a Connected Component : 15914
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.69241
Graph Density : 0.000560526250249054
Modularity : 0.282009
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 3,585 Twitter users whose recent tweets contained "lrainie", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/8/2023 5:00:33 PM. The network was obtained from Twitter on Thursday, 09 March 2023 at 03:20 UTC.
The tweets in the network were tweeted over the 2702-day, 7-hour, 58-minute period from Wednesday, 14 October 2015 at 14:08 UTC to Wednesday, 08 March 2023 at 22:06 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
Graph Term : lrainie
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 Radius : Betweenness Centrality
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[448] social,media [393] imagineinternet,report [385] pewresearch,imagineinternet [271] lrainie,pewresearch [200] covid,19 [188] pewinternet,imagineinternet [139] lrainie,one [137] tech,adoption [130] pewresearch,report [122] 23,use Top Word Pairs in Tweet in G1:
[204] social,media [162] imagineinternet,report [117] pewresearch,imagineinternet [111] covid,19 [102] lrainie,one [94] tech,adoption [92] teens,tech [88] important,popular [88] adoption,headlines [88] today,teens Top Word Pairs in Tweet in G2:
[226] pewresearch,imagineinternet [186] imagineinternet,report [169] lrainie,pewresearch [74] pewinternet,imagineinternet [69] social,media [60] ethical,ai [57] tech,experts [52] pewresearch,report [50] digital,life [49] ai,design Top Word Pairs in Tweet in G3:
[108] 23,use [85] social,media [70] data,pewinternet [64] lrainie,pewresearch [59] adults,use [56] lrainie,pewinternet [56] lrainie,first [55] use,twitter [54] use,tiktok [54] first,tiktok Top Word Pairs in Tweet in G4:
[13] social,media [11] movie,theaters [9] frankpasquale,oiioxford [9] oiioxford,evanselinger [9] lanalana,frankpasquale [8] payment,became [8] became,social [8] money,payment [8] media,lanalana [7] danbuk4,money Top Word Pairs in Tweet in G5:
[2] nachristakis,nilerodgers [2] robriggle,nancy [2] neal_lathia,kathielgifford [2] nilerodgers,charles16276405 [2] life,decisions [2] important,life [2] charles16276405,kathu [2] llungarotti,robriggle [2] nancy,nachristakis [2] kathu,neal_lathia Top Word Pairs in Tweet in G6:
[36] ethanz,eli [36] shout,ethan [36] deb,roy [36] ethan,zuckerman [36] talia,stroud [36] eli,pariser [36] dkroy,whose [36] stroud,taliastroud [36] whose,intern [36] taliastroud,deb Top Word Pairs in Tweet in G7:
[38] anneapplebaum,peterpomeranzev [37] lrainie,shout [36] inspired,research [36] peterpomeranzev,piece [36] shout,anneapplebaum [22] irn9vnoiby,inspired [22] co,irn9vnoiby [22] piece,co [22] research,report [16] pewresearch,imagineinternet Top Word Pairs in Tweet in G8:
[33] social,media [27] kids,aren [27] media,re [27] addicted,socializing [27] re,addicted [27] aren,addicted [27] addicted,social [26] pessimistsarc,kids [6] millennials,profgalloway [6] kids,social Top Word Pairs in Tweet in G9:
[9] state,trust [9] blockchain,governance [9] around,world [9] trust,around [9] governance,state [4] world,thank [4] miss,panel [4] chaumdotcom,lrainie [4] jimmysong,abdulaziz_qtr [4] sbf_alameda,cmdr_hadfield Top Word Pairs in Tweet in G10:
[29] ethics,use [29] tend,lot [29] data,ethics [29] lot,ai [29] biased,data [29] use,horribly [29] towards,black [29] data,tend [29] lot,harm [29] poor,data 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 G9:
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: