The graph represents a network of 3,618 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 1/11/2023 5:00:34 PM. The network was obtained from Twitter on Thursday, 12 January 2023 at 03:20 UTC.
The tweets in the network were tweeted over the 2644-day, 10-hour, 3-minute period from Wednesday, 14 October 2015 at 14:08 UTC to Tuesday, 10 January 2023 at 00:11 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 : 3618
Unique Edges : 4158
Edges With Duplicates : 11320
Total Edges : 15478
Number of Edge Types : 9
Retweet : 3338
MentionsInRetweet : 6459
Mentions : 2519
MentionsInQuote : 461
Quote : 499
MentionsInReplyTo : 1670
Replies to : 415
Tweet : 72
MentionsInQuoteReply : 45
Self-Loops : 465
Reciprocated Vertex Pair Ratio : 0.041849575651156
Reciprocated Edge Ratio : 0.0803370786516854
Connected Components : 2
Single-Vertex Connected Components : 1
Maximum Vertices in a Connected Component : 3617
Maximum Edges in a Connected Component : 15477
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.665643
Graph Density : 0.000544080201089597
Modularity : 0.282478
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 3,618 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 1/11/2023 5:00:34 PM. The network was obtained from Twitter on Thursday, 12 January 2023 at 03:20 UTC.
The tweets in the network were tweeted over the 2644-day, 10-hour, 3-minute period from Wednesday, 14 October 2015 at 14:08 UTC to Tuesday, 10 January 2023 at 00:11 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:
[444] social,media [359] pewresearch,imagineinternet [352] imagineinternet,report [285] lrainie,pewresearch [214] covid,19 [164] pewinternet,imagineinternet [139] lrainie,one [138] tech,adoption [122] 23,use [119] pewresearch,report Top Word Pairs in Tweet in G1:
[202] social,media [137] imagineinternet,report [111] covid,19 [104] 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:
[143] lrainie,pewresearch [62] pewresearch,imagineinternet [55] social,media [52] pewresearch,data [44] relevant,pewresearch [42] lrainie,relevant [41] pewresearch,pewinternet [38] covid,19 [37] pewresearch,findings [36] imagineinternet,report Top Word Pairs in Tweet in G3:
[169] imagineinternet,report [165] pewresearch,imagineinternet [104] 23,use [102] pewinternet,imagineinternet [80] lrainie,pewresearch [76] lrainie,pewinternet [72] data,pewinternet [58] social,media [55] lrainie,first [54] use,twitter Top Word Pairs in Tweet in G4:
[49] social,media [42] lrainie,pewresearch [28] covid,19 [22] lrainie,facttank [21] trust,news [21] news,media [18] findings,americans [17] american,adults [17] online,harassment [16] katmatsa,lrainie 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] important,life [2] life,decisions [2] nancy,nachristakis [2] nilerodgers,charles16276405 [2] robriggle,nancy [2] llungarotti,robriggle [2] nachristakis,nilerodgers [2] neal_lathia,kathielgifford [2] kathu,neal_lathia [2] charles16276405,kathu 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:
[34] social,media [28] kids,aren [28] media,re [28] addicted,socializing [28] re,addicted [28] aren,addicted [28] addicted,social [27] pessimistsarc,kids [6] millennials,profgalloway [6] kids,social Top Word Pairs in Tweet in G9:
[31] ethics,use [31] tend,lot [31] data,ethics [31] lot,ai [31] biased,data [31] use,horribly [31] towards,black [31] data,tend [31] lot,harm [31] poor,data Top Word Pairs in Tweet in G10:
[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 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 G10:
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: