The graph represents a network of 18,827 Twitter users whose recent tweets contained "mask mandate", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Wednesday, 15 September 2021 at 17:03 UTC.
The tweets in the network were tweeted over the 1-day, 5-hour, 21-minute period from Tuesday, 14 September 2021 at 10:46 UTC to Wednesday, 15 September 2021 at 16:08 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 : 18827
Unique Edges : 22414
Edges With Duplicates : 2838
Total Edges : 25252
Number of Edge Types : 5
Replies to : 2905
Retweet : 12400
MentionsInRetweet : 3409
Mentions : 3638
Tweet : 2900
Self-Loops : 2955
Reciprocated Vertex Pair Ratio : 0.00803981623277182
Reciprocated Edge Ratio : 0.0159513862514242
Connected Components : 2955
Single-Vertex Connected Components : 1500
Maximum Vertices in a Connected Component : 12527
Maximum Edges in a Connected Component : 18989
Maximum Geodesic Distance (Diameter) : 29
Average Geodesic Distance : 6.914985
Graph Density : 5.94294442685066E-05
Modularity : 0.833478
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 18,827 Twitter users whose recent tweets contained "mask mandate", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Wednesday, 15 September 2021 at 17:03 UTC.
The tweets in the network were tweeted over the 1-day, 5-hour, 21-minute period from Tuesday, 14 September 2021 at 10:46 UTC to Wednesday, 15 September 2021 at 16:08 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 : TwitterSearch
Graph Term : mask mandate
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:
[14069] mask,mandate [2497] mask,mandates [1762] mandates,schools [1393] wear,masks [1179] back,mask [1151] press,conference [1149] brings,back [1145] crowded,indoor [1144] political,journalists [1144] journalists,choosing Top Word Pairs in Tweet in G1:
[1100] mask,mandate [105] school,board [77] school,district [76] school,mask [66] public,schools [58] board,education [52] mask,mandates [51] wear,mask [47] student,left [47] left,wrong Top Word Pairs in Tweet in G2:
[1166] mask,mandate [1124] brings,back [1124] back,mask [1123] political,journalists [1123] journalists,choosing [1123] choosing,wear [1123] wear,masks [1123] masks,sitting [1123] sitting,crowded [1123] crowded,indoor Top Word Pairs in Tweet in G3:
[1118] mask,mandate [872] months,failure [451] 17,months [451] months,80 [451] re,going [449] well,cases [449] cases,singapore [449] singapore,028 [449] 028,past [449] past,weeks Top Word Pairs in Tweet in G4:
[813] mask,mandates [803] ban,mask [713] republican,governors [712] mandates,schools [710] judge,ruled [710] ruled,florida [710] florida,immediately [710] immediately,stop [710] stop,enforcing [710] enforcing,gov Top Word Pairs in Tweet in G5:
[841] mask,mandate [791] mask,mandates [785] mandates,schools [766] facts,fl [766] fl,more [766] more,hospitalizations [766] hospitalizations,more [766] more,kids [766] kids,hospitalized [766] hospitalized,state Top Word Pairs in Tweet in G6:
[642] mask,mandate [425] vaccine,mask [423] governor,issue [423] issue,statewide [423] statewide,vaccine [422] lot,tweet [422] tweet,think [422] think,governor [422] mandate,very [422] very,soon Top Word Pairs in Tweet in G7:
[728] mask,mandate [588] personal,choice [551] mandate,63 [551] public,health [443] more,public [443] health,responsibility [443] responsibility,personal [363] preliminary,#cagov [363] #cagov,exit [363] exit,polls Top Word Pairs in Tweet in G8:
[475] mask,mandate [367] school,board [282] madison,cawthorn [190] wear,mask [182] board,meeting [181] gov,cooper [180] mandate,left [180] believe,science [179] cawthorn,showed [179] showed,johnston Top Word Pairs in Tweet in G9:
[455] mask,mandate [185] see,steep [185] steep,decline [185] decline,hospitalizations [185] hospitalizations,happened [185] happened,right [185] right,state [185] state,treatment [185] treatment,sites [185] sites,opened Top Word Pairs in Tweet in G10:
[504] mask,mandate [117] school,district [112] federal,judge [107] mask,mandates [84] reinstate,mask [61] staff,students [59] students,visitors [58] mandate,ban [57] ban,mask [55] public,input 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: