The graph represents a network of 3,645 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 2/8/2023 5:00:34 PM. The network was obtained from Twitter on Thursday, 09 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 : 3645
Unique Edges : 4181
Edges With Duplicates : 11350
Total Edges : 15531
Number of Edge Types : 9
Retweet : 3330
MentionsInRetweet : 6434
Mentions : 2539
MentionsInQuote : 468
Quote : 501
MentionsInReplyTo : 1714
Replies to : 424
Tweet : 76
MentionsInQuoteReply : 45
Self-Loops : 473
Reciprocated Vertex Pair Ratio : 0.0421897810218978
Reciprocated Edge Ratio : 0.0809637204090209
Connected Components : 4
Single-Vertex Connected Components : 2
Maximum Vertices in a Connected Component : 3641
Maximum Edges in a Connected Component : 15526
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.68389
Graph Density : 0.000537478975906426
Modularity : 0.284271
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 3,645 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 2/8/2023 5:00:34 PM. The network was obtained from Twitter on Thursday, 09 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:
[452] social,media [357] pewresearch,imagineinternet [350] imagineinternet,report [278] lrainie,pewresearch [215] covid,19 [164] pewinternet,imagineinternet [139] lrainie,one [137] tech,adoption [128] pewresearch,report [122] 23,use Top Word Pairs in Tweet in G1:
[203] social,media [138] imagineinternet,report [113] covid,19 [105] pewresearch,imagineinternet [103] lrainie,one [96] tech,adoption [93] teens,tech [89] important,popular [89] adoption,headlines [89] today,teens Top Word Pairs in Tweet in G2:
[138] lrainie,pewresearch [58] pewresearch,imagineinternet [58] social,media [52] pewresearch,data [44] relevant,pewresearch [42] lrainie,relevant [40] pewresearch,report [37] covid,19 [36] pewresearch,findings [33] imagineinternet,report Top Word Pairs in Tweet in G3:
[169] imagineinternet,report [166] pewresearch,imagineinternet [104] 23,use [102] pewinternet,imagineinternet [79] lrainie,pewresearch [72] lrainie,pewinternet [72] data,pewinternet [56] social,media [55] lrainie,first [54] use,twitter Top Word Pairs in Tweet in G4:
[48] social,media [43] lrainie,pewresearch [28] covid,19 [21] lrainie,facttank [21] news,media [21] trust,news [18] findings,americans [17] katmatsa,lrainie [17] american,adults [16] online,harassment Top Word Pairs in Tweet in G5:
[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 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:
[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] 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 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:
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: