The graph represents a network of 5,648 Twitter users whose recent tweets contained "pew research", 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 02:40 UTC.
The tweets in the network were tweeted over the 1556-day, 23-hour, 27-minute period from Monday, 08 October 2018 at 01:30 UTC to Thursday, 12 January 2023 at 00:57 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 : 5648
Unique Edges : 3088
Edges With Duplicates : 9968
Total Edges : 13056
Number of Edge Types : 9
Retweet : 3067
MentionsInRetweet : 3725
Replies to : 1354
MentionsInReplyTo : 3399
Tweet : 1098
Mentions : 311
Quote : 62
MentionsInQuoteReply : 28
MentionsInQuote : 12
Self-Loops : 1401
Reciprocated Vertex Pair Ratio : 0.0525322428436615
Reciprocated Edge Ratio : 0.0998206814106396
Connected Components : 929
Single-Vertex Connected Components : 373
Maximum Vertices in a Connected Component : 2258
Maximum Edges in a Connected Component : 5771
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 7.320546
Graph Density : 0.000209818344720128
Modularity : 0.505184
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 5,648 Twitter users whose recent tweets contained "pew research", 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 02:40 UTC.
The tweets in the network were tweeted over the 1556-day, 23-hour, 27-minute period from Monday, 08 October 2018 at 01:30 UTC to Thursday, 12 January 2023 at 00:57 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 research
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:
[2426] pew,research [884] research,center [612] shocked,conduct [612] sure,everyone [612] towards,women [612] sorry,harsh [612] everyone,seems [612] seems,shocked [612] taliban,towards [612] conduct,taliban Top Word Pairs in Tweet in G1:
[603] sure,everyone [603] sorry,harsh [603] taliban,towards [603] conduct,taliban [603] everyone,seems [603] shocked,conduct [603] women,sorry [603] seems,shocked [603] towards,women [602] unsubtledesi,sure Top Word Pairs in Tweet in G2:
[39] each,year [39] coral,reefs [38] reefs,play [38] livelihoods,climate [38] play,essential [38] essential,role [38] adaptation,re [38] role,supporting [38] supporting,biodiversity [38] biodiversity,livelihoods Top Word Pairs in Tweet in G3:
[522] pew,research [234] research,center [64] according,pew [34] middle,class [21] charitable,trusts [21] pew,charitable [18] 117th,congress [16] 118th,congress [16] center,found [15] center,survey Top Word Pairs in Tweet in G4:
[329] disease,autoimmune [329] disease,heart [329] autoimmune,cancer [329] heart,disease [329] chronic,disease [329] 1970s,blame [329] blame,beef [329] cancer,rates [329] rates,rise [329] rise,1970s Top Word Pairs in Tweet in G5:
[290] executive,orders [288] sarahhuckabee,#sanders [288] #sanders,signed [288] act,governor [288] official,act [288] ranging,hiring [288] orders,tuesday [288] governor,sarahhuckabee [288] signed,executive [288] tuesday,ranging Top Word Pairs in Tweet in G6:
[179] nearly,one [179] immigrants,became [179] million,immigrants [179] ended,sept [179] one,million [179] year,ended [179] sept,30 [179] became,citizens [179] citizens,fiscal [179] 15,years Top Word Pairs in Tweet in G7:
[128] pew,research [125] non,white [123] 133,non [123] representatives,107 [123] research,118th [123] 26,republicans [123] 107,democrats [123] 118th,congress [123] democrats,26 [123] republicans,meaning Top Word Pairs in Tweet in G8:
[8] pew,research [4] rose,29 [4] research,center [4] infidale3476,latest [4] survey,2021 [4] shows,religiously [4] unaffiliated,adults [4] religiously,unaffiliated [4] center,survey [4] latest,pew Top Word Pairs in Tweet in G9:
[30] opportunity,pewresearch [28] director,global [28] help,shape [28] team,help [28] global,attitudes [28] looking,associate [28] great,opportunity [28] associate,director [28] attitudes,team [28] pewresearch,looking Top Word Pairs in Tweet in G10:
[50] pew,research [26] according,pew [20] middle,class [19] southern,california [19] need,make [19] make,considered [19] much,need [19] considered,middle [19] study,much [19] research,study Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
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: