The graph represents a network of 4,277 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, 23 December 2021 at 03:13 UTC.
The requested start date was Thursday, 23 December 2021 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 10-day, 20-hour, 43-minute period from Thursday, 09 December 2021 at 01:02 UTC to Sunday, 19 December 2021 at 21:45 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 : 4277
Unique Edges : 2094
Edges With Duplicates : 4945
Total Edges : 7039
Number of Edge Types : 5
Replies to : 350
Mentions : 1160
Retweet : 2313
MentionsInRetweet : 2465
Tweet : 751
Self-Loops : 768
Reciprocated Vertex Pair Ratio : 0.0101279317697228
Reciprocated Edge Ratio : 0.0200527704485488
Connected Components : 825
Single-Vertex Connected Components : 402
Maximum Vertices in a Connected Component : 692
Maximum Edges in a Connected Component : 1722
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 3.715572
Graph Density : 0.000207234598095016
Modularity : 0.558485
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 4,277 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, 23 December 2021 at 03:13 UTC.
The requested start date was Thursday, 23 December 2021 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 10-day, 20-hour, 43-minute period from Thursday, 09 December 2021 at 01:02 UTC to Sunday, 19 December 2021 at 21:45 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:
[1749] pew,research [1425] ल,म [1374] ह,न [870] research,center [736] इस,ल [735] छ,ड [734] म,छ [705] न,द [689] धर,म [688] फ,ल Top Word Pairs in Tweet in G1:
[1353] ल,म [1304] ह,न [699] इस,ल [697] म,छ [697] छ,ड [654] न,द [654] क,न [652] अब,मलय [652] मलय,ल [652] ल,फ Top Word Pairs in Tweet in G2:
[385] pew,research [290] research,center [104] american,adults [86] according,survey [84] survey,released [84] 29,american [82] commonly,known [82] known,nones [82] nones,constitutes [82] constitutes,29 Top Word Pairs in Tweet in G3:
[30] mental,health [24] substance,use [21] wildlife,vehicle [20] being,understand [20] understand,exactly [20] exactly,polling [20] polling,places [20] places,re [20] re,being [20] being,moved Top Word Pairs in Tweet in G4:
[31] harmful,fisheries [31] fisheries,subsidies [31] subsidies,total [31] total,22 [31] 22,billion [31] billion,annually [31] annually,deplete [31] deplete,fish [31] fish,populations [31] populations,harm Top Word Pairs in Tweet in G5:
[3] pew,research Top Word Pairs in Tweet in G6:
[97] pew,research [94] see,according [94] according,pew [94] research,survey [94] survey,33 [94] 33,adults [94] adults,religion [94] religion,very [94] very,important [93] thomasjtobin1,see Top Word Pairs in Tweet in G7:
[70] pew,research [60] research,center [28] data,labs [22] center,striking [22] findings,past [22] past,year [20] data,science [20] science,infrastructure [15] labs,team [14] world,computational Top Word Pairs in Tweet in G8:
[88] pew,research [52] democracy,more [52] more,plutocracy [52] plutocracy,government [52] government,hardly [52] hardly,people [52] people,recent [52] recent,pew [52] research,83 [51] xhnews,democracy Top Word Pairs in Tweet in G9:
[74] built,#datascience [74] #datascience,infrastructure [74] infrastructure,pew [74] pew,research [74] research,center [74] center,#bigdata [74] #bigdata,#analytics [74] #analytics,#ai [74] #ai,#machinelearning [74] #machinelearning,#iot Top Word Pairs in Tweet in G10:
[3] pew,research [2] earthone_13,devinnunesmulet [2] devinnunesmulet,sherrylynnww1 [2] sherrylynnww1,suckitjackbootz [2] suckitjackbootz,nealrey50128337 [2] nealrey50128337,againtt45 [2] againtt45,itsaboutdamnti1 [2] itsaboutdamnti1,dangerousryles [2] dangerousryles,infoguru16 [2] infoguru16,constit14834912 Top Replied-To in Entire Graph:
Top Replied-To in G3:
Top Replied-To in G5:
Top Replied-To in G7:
Top Replied-To in G8:
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: