The graph represents a network of 17,001 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 Saturday, 11 September 2021 at 21:21 UTC.
The tweets in the network were tweeted over the 18-hour, 8-minute period from Saturday, 11 September 2021 at 02:09 UTC to Saturday, 11 September 2021 at 20:18 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 : 17001
Unique Edges : 21970
Edges With Duplicates : 3081
Total Edges : 25051
Number of Edge Types : 5
Retweet : 15287
Tweet : 1728
MentionsInRetweet : 4146
Replies to : 1665
Mentions : 2225
Self-Loops : 1781
Reciprocated Vertex Pair Ratio : 0.00376411543287327
Reciprocated Edge Ratio : 0.0075
Connected Components : 1745
Single-Vertex Connected Components : 901
Maximum Vertices in a Connected Component : 13440
Maximum Edges in a Connected Component : 21565
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 4.867501
Graph Density : 7.47360881885841E-05
Modularity : 0.769698
NodeXL Version : 1.0.1.446
Data Import : The graph represents a network of 17,001 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 Saturday, 11 September 2021 at 21:21 UTC.
The tweets in the network were tweeted over the 18-hour, 8-minute period from Saturday, 11 September 2021 at 02:09 UTC to Saturday, 11 September 2021 at 20:18 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:
[14506] mask,mandate [3926] covid,19 [3187] 18,000 [2387] mandate,ban [2335] teachers,told [2139] more,18 [2129] first,month [2121] school,year [2110] month,school [2103] 000,mississippi Top Word Pairs in Tweet in G1:
[2386] mask,mandate [2380] covid,19 [2102] teachers,told [1924] 18,000 [1896] more,18 [1878] month,school [1877] first,month [1875] 000,mississippi [1874] mississippi,students [1874] students,caught Top Word Pairs in Tweet in G2:
[1232] mask,mandate [717] kentucky,gov [717] gov,beshear [717] beshear,legislature [717] legislature,owns [717] owns,pandemic [717] pandemic,mask [717] mandate,block [711] block,newsweek [272] school,mask Top Word Pairs in Tweet in G3:
[962] pandemic,shown [962] shown,relying [962] relying,personal [962] personal,responsibility [962] responsibility,abject [962] abject,failure [962] failure,libertarian [962] libertarian,philosophy [962] philosophy,voluntary [962] voluntary,compliance Top Word Pairs in Tweet in G4:
[987] mask,mandate [866] reach,capital [866] senate,votes [866] votes,banned [866] banned,alaska [866] alaska,airlines [865] breaking,alaska [865] alaska,republican [865] republican,lawmaker [865] lawmaker,lora Top Word Pairs in Tweet in G5:
[672] mask,mandate [147] mandate,ban [123] school,mask [62] mask,mandates [60] over,mask [59] appeals,court [53] covid,19 [51] school,district [43] district,sues [43] sues,state Top Word Pairs in Tweet in G6:
[1070] mask,mandate [742] covid,19 [733] 18,000 [727] mississippi,teachers [726] teachers,beg [724] beg,mask [724] mandate,18 [724] 000,students [722] students,covid [722] 19,last Top Word Pairs in Tweet in G7:
[935] mask,mandate [718] mandate,ban [425] school,mask [370] education,department [370] department,investigating [370] investigating,florida [370] over,school [262] civil,rights [261] governor,desantis [257] florida,governor Top Word Pairs in Tweet in G8:
[746] mask,mandate [552] reach,capital [552] banned,alaska [552] alaska,airlines [550] senate,votes [550] votes,banned [542] state,senator [536] refusing,follow [535] airlines,refusing [535] follow,federal Top Word Pairs in Tweet in G9:
[559] mask,mandate [401] mask,mandates [390] mandates,schools [389] private,schools [387] facts,fl [387] fl,more [387] more,hospitalizations [387] hospitalizations,more [387] more,kids [387] kids,hospitalized Top Word Pairs in Tweet in G10:
[384] mask,mandate [312] florida,saw [312] saw,big [312] big,increase [312] increase,cases [312] cases,hospitalisations [312] hospitalisations,july [312] july,good [312] good,see [312] see,both Top Replied-To in Entire Graph:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: