The graph represents a network of 3,580 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 3/15/2023 5:00:36 PM. The network was obtained from Twitter on Thursday, 16 March 2023 at 02:20 UTC.
The tweets in the network were tweeted over the 2705-day, 8-hour, 30-minute period from Wednesday, 14 October 2015 at 14:08 UTC to Saturday, 11 March 2023 at 22:39 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 : 3580
Unique Edges : 4173
Edges With Duplicates : 11816
Total Edges : 15989
Number of Edge Types : 9
Retweet : 3311
MentionsInRetweet : 6609
Mentions : 2838
MentionsInQuote : 472
Quote : 495
MentionsInReplyTo : 1735
Replies to : 407
Tweet : 74
MentionsInQuoteReply : 48
Self-Loops : 499
Reciprocated Vertex Pair Ratio : 0.0460869565217391
Reciprocated Edge Ratio : 0.0881130507065669
Connected Components : 2
Single-Vertex Connected Components : 1
Maximum Vertices in a Connected Component : 3579
Maximum Edges in a Connected Component : 15988
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.695456
Graph Density : 0.000563342027750331
Modularity : 0.281358
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 3,580 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 3/15/2023 5:00:36 PM. The network was obtained from Twitter on Thursday, 16 March 2023 at 02:20 UTC.
The tweets in the network were tweeted over the 2705-day, 8-hour, 30-minute period from Wednesday, 14 October 2015 at 14:08 UTC to Saturday, 11 March 2023 at 22:39 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:
[449] social,media [398] imagineinternet,report [386] pewresearch,imagineinternet [271] lrainie,pewresearch [195] covid,19 [193] pewinternet,imagineinternet [139] lrainie,one [138] tech,adoption [129] pewresearch,report [122] 23,use Top Word Pairs in Tweet in G1:
[205] social,media [164] imagineinternet,report [117] pewresearch,imagineinternet [110] covid,19 [104] lrainie,one [100] tech,adoption [94] teens,tech [90] important,popular [90] adoption,headlines [90] today,teens Top Word Pairs in Tweet in G2:
[227] pewresearch,imagineinternet [187] imagineinternet,report [164] lrainie,pewresearch [75] pewinternet,imagineinternet [68] social,media [60] ethical,ai [57] tech,experts [54] pewresearch,report [51] 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:
[14] social,media [11] movie,theaters [10] frankpasquale,oiioxford [10] oiioxford,evanselinger [10] lanalana,frankpasquale [9] payment,became [9] became,social [9] money,payment [9] media,lanalana [8] danbuk4,money Top Word Pairs in Tweet in G5:
[2] nancy,nachristakis [2] life,decisions [2] charles16276405,kathu [2] robriggle,nancy [2] kathu,neal_lathia [2] llungarotti,robriggle [2] nachristakis,nilerodgers [2] important,life [2] neal_lathia,kathielgifford [2] nilerodgers,charles16276405 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] poor,data [29] lot,harm [29] horribly,biased [29] lot,ai [29] towards,black [29] data,tend [29] ai,poor [29] harm,towards [29] ethics,use [29] 74,lot Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G6:
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Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G5:
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Top Tweeters in G7:
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Top Tweeters in G10: