The graph represents a network of 3,641 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 2/15/2023 5:00:35 PM. The network was obtained from Twitter on Thursday, 16 February 2023 at 03:20 UTC.
The tweets in the network were tweeted over the 2673-day, 19-hour, 1-minute period from Wednesday, 14 October 2015 at 14:08 UTC to Wednesday, 08 February 2023 at 09:09 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 : 3641
Unique Edges : 4181
Edges With Duplicates : 11349
Total Edges : 15530
Number of Edge Types : 9
Replies to : 422
MentionsInReplyTo : 1709
Retweet : 3333
MentionsInRetweet : 6440
Mentions : 2541
Quote : 499
Tweet : 76
MentionsInQuote : 465
MentionsInQuoteReply : 45
Self-Loops : 473
Reciprocated Vertex Pair Ratio : 0.0422021028037383
Reciprocated Edge Ratio : 0.0809864088552613
Connected Components : 4
Single-Vertex Connected Components : 2
Maximum Vertices in a Connected Component : 3637
Maximum Edges in a Connected Component : 15525
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.681878
Graph Density : 0.00053850982854004
Modularity : 0.281461
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 3,641 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 2/15/2023 5:00:35 PM. The network was obtained from Twitter on Thursday, 16 February 2023 at 03:20 UTC.
The tweets in the network were tweeted over the 2673-day, 19-hour, 1-minute period from Wednesday, 14 October 2015 at 14:08 UTC to Wednesday, 08 February 2023 at 09:09 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:
[453] social,media [357] pewresearch,imagineinternet [350] imagineinternet,report [276] lrainie,pewresearch [215] covid,19 [164] pewinternet,imagineinternet [138] lrainie,one [136] tech,adoption [129] pewresearch,report [122] 23,use Top Word Pairs in Tweet in G1:
[205] social,media [137] imagineinternet,report [113] covid,19 [104] pewresearch,imagineinternet [102] lrainie,one [95] tech,adoption [92] teens,tech [88] important,popular [88] adoption,headlines [88] today,teens Top Word Pairs in Tweet in G2:
[137] lrainie,pewresearch [57] pewresearch,imagineinternet [57] social,media [52] pewresearch,data [44] relevant,pewresearch [42] lrainie,relevant [40] pewresearch,report [37] covid,19 [35] pewresearch,findings [33] imagineinternet,report Top Word Pairs in Tweet in G3:
[170] imagineinternet,report [166] pewresearch,imagineinternet [104] 23,use [102] pewinternet,imagineinternet [80] lrainie,pewresearch [72] lrainie,pewinternet [72] data,pewinternet [56] social,media [55] lrainie,first [54] adults,use Top Word Pairs in Tweet in G4:
[48] social,media [35] lrainie,pewresearch [28] covid,19 [21] trust,news [21] lrainie,facttank [21] news,media [17] american,adults [17] findings,americans [16] katmatsa,lrainie [16] lrainie,27 Top Word Pairs in Tweet in G5:
[13] social,media [11] movie,theaters [9] oiioxford,evanselinger [9] frankpasquale,oiioxford [9] lanalana,frankpasquale [8] money,payment [8] media,lanalana [8] payment,became [8] became,social [7] danbuk4,money Top Word Pairs in Tweet in G6:
[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 G7:
[39] lrainie,shout [39] eli,pariser [39] roy,dkroy [39] taliastroud,deb [39] dkroy,whose [39] ethan,zuckerman [39] whose,intern [39] stroud,taliastroud [39] pariser,elipariser [39] shout,ethan Top Word Pairs in Tweet in G8:
[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 G9:
[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 G10:
[9] trust,around [9] state,trust [9] around,world [9] blockchain,governance [9] governance,state [4] 18,blockchain [4] thank,wonderful [4] pzilgalvis,chaumdotcom [4] chaumdotcom,lrainie [4] world,thank Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
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Top Tweeters in G5:
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Top Tweeters in G10: