The graph represents a network of 4,806 Twitter users whose tweets in the requested range contained "pew research", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 29 July 2021 at 02:14 UTC.
The requested start date was Thursday, 29 July 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 13-day, 21-hour, 37-minute period from Thursday, 15 July 2021 at 00:30 UTC to Wednesday, 28 July 2021 at 22:07 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
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 : 4806
Unique Edges : 3026
Edges With Duplicates : 5486
Total Edges : 8512
Number of Edge Types : 5
Replies to : 550
Mentions : 2103
Retweet : 2244
MentionsInRetweet : 2893
Tweet : 722
Self-Loops : 745
Reciprocated Vertex Pair Ratio : 0.0169491525423729
Reciprocated Edge Ratio : 0.0333333333333333
Connected Components : 888
Single-Vertex Connected Components : 367
Maximum Vertices in a Connected Component : 1016
Maximum Edges in a Connected Component : 2917
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.513402
Graph Density : 0.000213053142468896
Modularity : 0.58007
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 4,806 Twitter users whose tweets in the requested range contained "pew research", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 29 July 2021 at 02:14 UTC.
The requested start date was Thursday, 29 July 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 13-day, 21-hour, 37-minute period from Thursday, 15 July 2021 at 00:30 UTC to Wednesday, 28 July 2021 at 22:07 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
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:
[1890] pew,research [882] research,center [241] according,pew [152] ह,द [151] लव,ज [151] ज,ह [136] privilege,limited [134] republicans,believe [134] right,vote [133] elected,republicans Top Word Pairs in Tweet in G1:
[346] pew,research [231] research,center [52] according,pew [25] pew,charitable [25] charitable,trusts [24] wide,partisan [24] partisan,divide [24] divide,whether [24] whether,voting [24] voting,right Top Word Pairs in Tweet in G2:
[52] global,biodiversity [52] salt,marsh [52] marsh,something [52] something,simply [52] simply,go [52] go,part [52] part,family [52] family,lives [52] lives,depend [47] marine,reserve Top Word Pairs in Tweet in G3:
[22] states,cities [20] salt,marsh [19] cities,preparing [19] treatment,programs [19] #opioid,treatment [18] local,governments [17] 50,state [17] bureau,land [17] land,management [16] nontraditional,workers Top Word Pairs in Tweet in G4:
[10] pew,research [4] vincegottalotta,concernedinpv [4] concernedinpv,omerta_kittie [4] omerta_kittie,vickie627 [4] vickie627,mi_sfrom [4] mi_sfrom,emsops [4] emsops,ahrehead [4] ahrehead,traveler3906 [4] dennisabm,dovgvlad [4] dovgvlad,silver_strike Top Word Pairs in Tweet in G5:
[5] pew,research [5] neoshred,kunalpanchal [5] kunalpanchal,maccspider [5] maccspider,marybaphomet [5] marybaphomet,themulefactor [5] themulefactor,davidcamham1 [5] davidcamham1,godflythe [5] godflythe,trej2011 [4] mshella3000,neoshred [4] trej2011,nullifidianmom Top Word Pairs in Tweet in G6:
[135] pew,research [135] research,center [134] right,vote [133] elected,republicans [133] republicans,believe [133] believe,right [133] vote,privilege [133] privilege,limited [133] limited,pew [133] center,67 Top Word Pairs in Tweet in G7:
[38] pew,research [19] researching,government [19] government,restrictions [19] restrictions,religion [19] religious,hostilities [18] paid,remote [18] remote,internship [18] internship,fall [18] fall,researching [18] religion,religious Top Word Pairs in Tweet in G8:
[41] pew,research [18] research,center [15] according,pew [11] cuban,americans [10] hispanics,cuban [10] cuban,origin [10] united,states [10] states,2017 [9] estimated,million [9] million,hispanics Top Word Pairs in Tweet in G9:
[90] pew,research [88] 18,data [88] data,pew [88] research,survey [88] survey,contradict [88] contradict,claims [88] claims,india [88] india,taken [88] taken,over [88] over,those Top Word Pairs in Tweet in G10:
[84] estudio,pew [84] pew,research [84] research,center [84] center,veinte [84] veinte,ocho [84] ocho,países [84] países,señala [84] señala,españa [84] españa,europa [84] europa,occidental 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 G7:
Top Replied-To in G8:
Top Replied-To in G9:
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: