The graph represents a network of 5,559 Twitter users whose recent tweets contained "pew internet", 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 03:00 UTC.
The tweets in the network were tweeted over the 4576-day, 2-hour, 38-minute period from Friday, 02 July 2010 at 20:41 UTC to Wednesday, 11 January 2023 at 23:19 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 : 5559
Unique Edges : 3439
Edges With Duplicates : 7517
Total Edges : 10956
Number of Edge Types : 9
Retweet : 2402
MentionsInRetweet : 2969
Quote : 83
Tweet : 1806
MentionsInQuote : 53
MentionsInReplyTo : 2085
Mentions : 584
Replies to : 964
MentionsInQuoteReply : 10
Self-Loops : 2322
Reciprocated Vertex Pair Ratio : 0.0467884260209317
Reciprocated Edge Ratio : 0.0893942364242305
Connected Components : 1784
Single-Vertex Connected Components : 1132
Maximum Vertices in a Connected Component : 1545
Maximum Edges in a Connected Component : 4137
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 6.223179
Graph Density : 0.000165097351768568
Modularity : 0.507659
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 5,559 Twitter users whose recent tweets contained "pew internet", 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 03:00 UTC.
The tweets in the network were tweeted over the 4576-day, 2-hour, 38-minute period from Friday, 02 July 2010 at 20:41 UTC to Wednesday, 11 January 2023 at 23:19 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 : pew internet
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:
[1757] pew,research [1056] research,center [480] twitter,still [478] matters,leading [478] social,media [478] leading,indicator [478] tweets,twitter [478] population,creates [478] creates,90 [478] still,matters Top Word Pairs in Tweet in G1:
[848] pew,research [615] research,center [267] social,media [147] teens,social [142] media,technology [140] technology,2022 [135] 2022,pew [131] pew,pew [102] center,see [95] use,internet Top Word Pairs in Tweet in G2:
[475] tweets,twitter [475] creates,90 [475] still,matters [475] leading,indicator [475] population,creates [475] matters,leading [475] 90,tweets [475] twitter,still [474] indicator,outsi [474] brian_riedl,population Top Word Pairs in Tweet in G3:
[86] high,speed [74] speed,internet [66] internet,access [66] pew,research [53] research,center [25] imagineinternet,report [21] covid,19 [20] access,affordability [20] affordability,still [20] still,barrier Top Word Pairs in Tweet in G4:
[106] twitter,users [85] pew,research [61] 2019,pew [60] april,24 [60] 24,2019 [60] research,sizing [60] sizing,twitter [52] musk,cartoon [52] exactly,equal [52] elonmusk,yes Top Word Pairs in Tweet in G5:
[100] online,constantly [100] teens,online [99] report,pew [99] pew,finds [99] 2015,third [99] finds,nearly [99] major,report [99] constantly,twice [99] nearly,half [99] half,teens Top Word Pairs in Tweet in G6:
[50] #newspaper,#breakingnews [50] #breakingnews,#coronavirus [50] companies,censor [50] #coronavirus,#trending [50] social,media [50] both,major [50] majorities,both [50] censor,political [50] center,survey [50] believe,social Top Word Pairs in Tweet in G7:
[62] internet,2021 [62] 90,2018 [62] 2018,89 [62] 2016,88 [62] 2014,84 [62] 89,2017 [62] 2017,88 [62] 2019,90 [62] 2015,86 [62] 86,2014 Top Word Pairs in Tweet in G8:
[67] design,broadly [67] broadly,adopted [66] next,decade [66] within,next [57] ethical,#ai [52] #ai,design [52] adopted,within [48] stratorob,ethical [44] pew,research [39] decade,mpbarry_law Top Word Pairs in Tweet in G9:
[54] base,utility [54] point,base [54] utility,instead [54] instead,luxury [54] luxury,product [54] internet,point [53] sesmith,internet [22] still,luxury [22] internet,service [22] service,still Top Word Pairs in Tweet in G10:
[4] melindajustdid,loveshine204 [4] krizoangela,macdoodle_pew [4] mem_reddog,andreatwitmo [4] akalylania,tindale_hayley [4] babyyoda_me,wrongwaylbj [4] cev1972,doctorgreenguy [4] johngish1,ashleighdiane86 [4] sexy_kittykat13,sexygaytexan [4] icemanboven,brandonwest01 [4] doctorgreenguy,sarahsevans2000 Top Replied-To in Entire Graph:
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: