The graph represents a network of 5,592 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 3/15/2023 5:00:36 PM. The network was obtained from Twitter on Thursday, 16 March 2023 at 02:00 UTC.
The tweets in the network were tweeted over the 4639-day, 2-hour, 1-minute period from Friday, 02 July 2010 at 20:41 UTC to Wednesday, 15 March 2023 at 22:43 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 : 5592
Unique Edges : 3406
Edges With Duplicates : 7589
Total Edges : 10995
Number of Edge Types : 9
Tweet : 1818
Retweet : 2350
MentionsInRetweet : 2792
Replies to : 1065
MentionsInReplyTo : 2247
Mentions : 584
Quote : 77
MentionsInQuote : 53
MentionsInQuoteReply : 9
Self-Loops : 2364
Reciprocated Vertex Pair Ratio : 0.0511540860885839
Reciprocated Edge Ratio : 0.0973293768545994
Connected Components : 1840
Single-Vertex Connected Components : 1140
Maximum Vertices in a Connected Component : 1538
Maximum Edges in a Connected Component : 4163
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 6.607541
Graph Density : 0.000161683054387685
Modularity : 0.500686
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 5,592 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 3/15/2023 5:00:36 PM. The network was obtained from Twitter on Thursday, 16 March 2023 at 02:00 UTC.
The tweets in the network were tweeted over the 4639-day, 2-hour, 1-minute period from Friday, 02 July 2010 at 20:41 UTC to Wednesday, 15 March 2023 at 22:43 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 [1080] research,center [486] twitter,still [484] matters,leading [484] leading,indicator [484] tweets,twitter [484] population,creates [484] creates,90 [484] still,matters [484] 90,tweets Top Word Pairs in Tweet in G1:
[863] pew,research [633] research,center [263] social,media [147] teens,social [142] media,technology [140] pew,pew [139] technology,2022 [135] 2022,pew [103] use,internet [101] center,see Top Word Pairs in Tweet in G2:
[481] population,creates [481] creates,90 [481] tweets,twitter [481] still,matters [481] 90,tweets [481] leading,indicator [481] matters,leading [481] twitter,still [480] brian_riedl,population [480] 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] 19,highlighted [20] still,barrier 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] april,24 [60] 24,2019 [60] research,sizing [60] sizing,twitter [43] adult,twitter [42] call,drops [34] pew,internet Top Word Pairs in Tweet in G6:
[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 G7:
[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 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:
[58] internet,champion [38] internet,championship [35] match,announcement [29] pew_wrestling,match [26] pew_wrestling,internet [19] champion,hood [15] first,internet [13] championship,against [13] full,circle [10] defend,internet 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: