The graph represents a network of 6,884 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, 08 December 2022 at 02:42 UTC.
The requested start date was Thursday, 08 December 2022 at 01:01 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, 20-hour, 24-minute period from Thursday, 24 November 2022 at 01:36 UTC to Wednesday, 07 December 2022 at 22:00 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 : 6884
Unique Edges : 2924
Edges With Duplicates : 9264
Total Edges : 12188
Number of Edge Types : 5
Tweet : 751
Retweet : 4241
MentionsInRetweet : 4606
Mentions : 1837
Replies to : 753
Self-Loops : 780
Reciprocated Vertex Pair Ratio : 0.0112309074573226
Reciprocated Edge Ratio : 0.022212350066637
Connected Components : 884
Single-Vertex Connected Components : 339
Maximum Vertices in a Connected Component : 3879
Maximum Edges in a Connected Component : 8317
Maximum Geodesic Distance (Diameter) : 25
Average Geodesic Distance : 8.685044
Graph Density : 0.000142520756365864
Modularity : 0.548461
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 6,884 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, 08 December 2022 at 02:42 UTC.
The requested start date was Thursday, 08 December 2022 at 01:01 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, 20-hour, 24-minute period from Thursday, 24 November 2022 at 01:36 UTC to Wednesday, 07 December 2022 at 22:00 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:
[4177] pew,research [1840] research,center [973] research,pew [960] more,religion [960] comes,pew [959] based,communal [959] latest,joke [959] international,scores [959] joke,international [959] religion,based Top Word Pairs in Tweet in G1:
[958] pew,research [949] research,pew [948] religion,based [948] comes,pew [948] based,communal [948] scores,comes [948] india,more [948] joke,international [948] pew,india [948] more,religion Top Word Pairs in Tweet in G2:
[905] pew,research [880] research,center [877] conradhackett,pew [873] center,analysis [872] republicans,congress [872] analysis,finds [872] democrats,republicans [872] farther,apart [872] congress,farther [872] finds,democrats Top Word Pairs in Tweet in G3:
[347] 14,modi [347] majority,back [347] misery,demo [347] indian,lifted [347] 27cr,indian [347] poverty,2005 [347] ji,pushed [347] pushed,majority [347] lifted,poverty [347] back,misery Top Word Pairs in Tweet in G4:
[41] unique,chance [41] summit,offers [41] offers,nations [41] biodiversity,summit [41] nations,unique [40] explaining,biodiversity [40] latest,blog [40] montreal,#cop15 [40] #cop15,check [40] blog,explaining Top Word Pairs in Tweet in G5:
[329] pew,research [196] research,center [45] according,pew [33] social,media [23] good,democracy [22] charitable,trusts [22] pew,charitable [14] center,survey [14] covid,19 [13] research,survey Top Word Pairs in Tweet in G6:
[329] pew,research [325] ai,language [325] chatgpt,state [325] applied,political [325] state,art [325] typology,quiz [325] political,typology [325] model,results [325] language,model [325] research,chatgpt Top Word Pairs in Tweet in G7:
[85] pew,research [26] research,center [22] according,pew [9] center,survey [9] social,media [8] used,site [8] twitter,comparable [8] site,according [8] youtube,twitter [8] compared,social Top Word Pairs in Tweet in G8:
[78] pew,research [71] research,center [53] क,#covid19 [53] covid,19 [53] य,गय [53] सर,च [53] #covid19,क [53] म,बत [53] ट,कर [53] center,क Top Word Pairs in Tweet in G9:
[58] pew,research [42] according,pew [25] research,center [22] fun,fact [22] less,educated [22] fact,according [22] 20,065 [22] research,20 [21] educated,beyond [21] surveyed,less Top Word Pairs in Tweet in G10:
[5] pew,research [4] ainelivia,paldoesnotexist [4] stonewaimea,pepperwingate [4] pepperwingate,ainelivia [4] pakeha56,jonathanweissb3 [3] middle,east [3] live,throughout [3] jonathanweissb3,reems84 [3] 54,million [3] affulay2madaure,stonewaimea Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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