The graph represents a network of 5,576 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 2/8/2023 5:00:34 PM. The network was obtained from Twitter on Thursday, 09 February 2023 at 03:00 UTC.
The tweets in the network were tweeted over the 4604-day, 3-hour, 27-minute period from Friday, 02 July 2010 at 20:41 UTC to Thursday, 09 February 2023 at 00:09 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 : 5576
Unique Edges : 3527
Edges With Duplicates : 7505
Total Edges : 11032
Number of Edge Types : 9
Retweet : 2371
MentionsInRetweet : 2936
Quote : 78
Tweet : 1809
Mentions : 592
MentionsInQuote : 53
MentionsInReplyTo : 2173
Replies to : 1010
MentionsInQuoteReply : 10
Self-Loops : 2336
Reciprocated Vertex Pair Ratio : 0.0479187817258883
Reciprocated Edge Ratio : 0.0914551443518698
Connected Components : 1801
Single-Vertex Connected Components : 1133
Maximum Vertices in a Connected Component : 1548
Maximum Edges in a Connected Component : 4236
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 6.167766
Graph Density : 0.000166022222079251
Modularity : 0.508539
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 5,576 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 2/8/2023 5:00:34 PM. The network was obtained from Twitter on Thursday, 09 February 2023 at 03:00 UTC.
The tweets in the network were tweeted over the 4604-day, 3-hour, 27-minute period from Friday, 02 July 2010 at 20:41 UTC to Thursday, 09 February 2023 at 00:09 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 : 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:
[1768] pew,research [1062] research,center [484] twitter,still [482] matters,leading [482] leading,indicator [482] tweets,twitter [482] population,creates [482] creates,90 [482] still,matters [482] 90,tweets Top Word Pairs in Tweet in G1:
[854] pew,research [620] research,center [258] social,media [145] teens,social [140] pew,pew [140] media,technology [138] technology,2022 [134] 2022,pew [102] center,see [96] use,internet Top Word Pairs in Tweet in G2:
[479] population,creates [479] creates,90 [479] tweets,twitter [479] still,matters [479] 90,tweets [479] leading,indicator [479] matters,leading [479] twitter,still [478] brian_riedl,population [478] indicator,outsi Top Word Pairs in Tweet in G3:
[95] high,speed [82] speed,internet [69] internet,access [63] pew,research [50] research,center [25] imagineinternet,report [25] americans,high [21] covid,19 [20] access,affordability [20] affordability,still Top Word Pairs in Tweet in G4:
[106] twitter,users [88] 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] pew,finds [99] half,teens [99] twice,2015 [99] nearly,half [99] constantly,twice [99] 2015,third [99] report,pew [99] finds,nearly 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] 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:
[66] design,broadly [66] broadly,adopted [65] within,next [65] next,decade [51] #ai,design [51] ethical,#ai [51] adopted,within [47] stratorob,ethical [38] decade,mpbarry_law [38] pew,research Top Word Pairs in Tweet in G9:
[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 Word Pairs in Tweet in G10:
[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 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:
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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: