The graph represents a network of 7,196 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, 01 December 2022 at 02:42 UTC.
The requested start date was Thursday, 01 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, 47-minute period from Thursday, 17 November 2022 at 01:13 UTC to Wednesday, 30 November 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 : 7196
Unique Edges : 3324
Edges With Duplicates : 8597
Total Edges : 11921
Number of Edge Types : 5
Mentions : 1978
Retweet : 3815
MentionsInRetweet : 4029
Replies to : 704
Tweet : 1395
Self-Loops : 1425
Reciprocated Vertex Pair Ratio : 0.00821557673348669
Reciprocated Edge Ratio : 0.0162972620599739
Connected Components : 1555
Single-Vertex Connected Components : 1010
Maximum Vertices in a Connected Component : 2384
Maximum Edges in a Connected Component : 5190
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 4.434447
Graph Density : 0.000118512292173746
Modularity : 0.536756
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 7,196 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, 01 December 2022 at 02:42 UTC.
The requested start date was Thursday, 01 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, 47-minute period from Thursday, 17 November 2022 at 01:13 UTC to Wednesday, 30 November 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:
[3770] pew,research [2909] research,center [1777] separate,religious [1178] religious,courts [907] according,pew [888] courts,30 [886] 74,muslims [886] hindus,separate [886] 30,hindus [765] center,analysis Top Word Pairs in Tweet in G1:
[1048] pew,research [916] research,center [697] center,defines [689] defines,multigenerational [689] multigenerational,household [689] household,home [687] home,two [681] two,more [679] more,adult [663] adult,generations Top Word Pairs in Tweet in G2:
[764] pew,research [742] research,center [740] conradhackett,pew [737] center,analysis [736] republicans,congress [736] analysis,finds [736] democrats,republicans [736] farther,apart [736] congress,farther [736] finds,democrats Top Word Pairs in Tweet in G3:
[675] research,center [675] pew,research [655] moved,farther [655] republican,party [655] party,moved [655] democratic,party [655] according,pew [655] right,democratic [655] farther,right [655] center,republican Top Word Pairs in Tweet in G4:
[1106] separate,religious [556] religious,courts [553] courts,pew [553] hindus,separate [553] 30,hindus [553] courts,30 [553] 74,muslims [550] sharia,courts [550] bharat,separate [550] religious,sharia Top Word Pairs in Tweet in G5:
[345] back,misery [345] 2005,14 [345] modi,ji [345] misery,demo [345] majority,back [345] lifted,poverty [345] pushed,majority [345] 14,modi [345] indian,lifted [345] ji,pushed Top Word Pairs in Tweet in G6:
[38] #highseas,treaty [30] protected,areas [30] emperor,penguins [30] marine,protected [25] local,communities [24] harvest,strategies [23] eastern,hellbender [23] sensitive,poor [23] salamander,sounds [23] actually,sensitive Top Word Pairs in Tweet in G7:
[606] separate,religious [569] religious,courts [303] hindus,separate [303] 30,hindus [303] courts,30 [303] 74,muslims [266] india,separate [266] interesting,74 [266] muslims,india [265] dostkhan_jammu,interesting Top Word Pairs in Tweet in G8:
[67] pew,research [29] research,center [18] according,pew [10] center,survey [8] sites,facebook [8] isn,actually [8] americans,used [8] twitter,isn [8] media,sites [8] survey,making Top Word Pairs in Tweet in G9:
[4] things,support [4] s51781902,nobulls55224206 [4] deviant,things [4] much,higher [4] cult,see [4] o_cleofas,19stjuice19 [4] morgangillilan5,o_cleofas [4] atheists,democrat [4] higher,70 [4] nearly,70 Top Word Pairs in Tweet in G10:
[3] pew,research 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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Top Tweeters in G10: