The graph represents a network of 5,615 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 3/8/2023 5:00:33 PM. The network was obtained from Twitter on Thursday, 09 March 2023 at 03:02 UTC.
The tweets in the network were tweeted over the 4631-day, 15-hour, 12-minute period from Friday, 02 July 2010 at 20:41 UTC to Wednesday, 08 March 2023 at 11:53 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 : 5615
Unique Edges : 3421
Edges With Duplicates : 7575
Total Edges : 10996
Number of Edge Types : 9
Tweet : 1816
Retweet : 2353
MentionsInRetweet : 2797
Replies to : 1052
MentionsInReplyTo : 2253
Mentions : 587
Quote : 76
MentionsInQuote : 53
MentionsInQuoteReply : 9
Self-Loops : 2357
Reciprocated Vertex Pair Ratio : 0.0505699481865285
Reciprocated Edge Ratio : 0.0962714539356875
Connected Components : 1832
Single-Vertex Connected Components : 1140
Maximum Vertices in a Connected Component : 1549
Maximum Edges in a Connected Component : 4168
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 6.608569
Graph Density : 0.000160805212512543
Modularity : 0.501901
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 5,615 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 3/8/2023 5:00:33 PM. The network was obtained from Twitter on Thursday, 09 March 2023 at 03:02 UTC.
The tweets in the network were tweeted over the 4631-day, 15-hour, 12-minute period from Friday, 02 July 2010 at 20:41 UTC to Wednesday, 08 March 2023 at 11:53 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:
[1780] pew,research [1078] research,center [485] twitter,still [483] matters,leading [483] leading,indicator [483] tweets,twitter [483] population,creates [483] creates,90 [483] still,matters [483] 90,tweets Top Word Pairs in Tweet in G1:
[862] pew,research [631] research,center [262] social,media [147] teens,social [142] media,technology [141] pew,pew [139] technology,2022 [135] 2022,pew [102] use,internet [101] center,see Top Word Pairs in Tweet in G2:
[480] population,creates [480] creates,90 [480] tweets,twitter [480] still,matters [480] 90,tweets [480] leading,indicator [480] matters,leading [480] twitter,still [479] brian_riedl,population [479] indicator,outsi Top Word Pairs in Tweet in G3:
[97] high,speed [84] speed,internet [69] internet,access [65] pew,research [51] research,center [25] imagineinternet,report [25] americans,high [21] covid,19 [20] access,affordability [20] affordability,still Top Word Pairs in Tweet in G4:
[99] online,constantly [99] teens,online [98] pew,finds [98] half,teens [98] twice,2015 [98] nearly,half [98] constantly,twice [98] 2015,third [98] report,pew [98] finds,nearly Top Word Pairs in Tweet in G5:
[106] twitter,users [86] pew,research [61] 2019,pew [60] 24,2019 [60] april,24 [60] research,sizing [60] sizing,twitter [43] adult,twitter [42] call,drops [32] pew,internet Top Word Pairs in Tweet in G6:
[50] #politics,#journalist [50] viewpoints,#journalism [50] media,companies [50] #coronavirus,#trending [50] censor,political [50] companies,censor [50] #breakingnews,#coronavirus [50] research,center [50] #news,#media [50] parties,believe Top Word Pairs in Tweet in G7:
[62] 89,2017 [62] 2020,92 [62] 92,2019 [62] 90,2018 [62] internet,2021 [62] 88,2015 [62] 88,2016 [62] 86,2014 [62] 2019,90 [62] 2014,84 Top Word Pairs in Tweet in G8:
[64] design,broadly [64] broadly,adopted [63] within,next [63] next,decade [49] #ai,design [49] ethical,#ai [49] adopted,within [45] stratorob,ethical [37] decade,mpbarry_law [37] mpbarry_law,bot_innovation Top Word Pairs in Tweet in G9:
[57] twitter,users [57] report,pew [54] content,platform [54] one,quarter [54] 97,content [54] platform,according [54] stunning,report [54] produce,97 [54] according,stunning [54] users,produce 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 G1:
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 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: