The graph represents a network of 18,970 Twitter users whose recent tweets contained "CDC mask", 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, 15 May 2021 at 04:03 UTC.
The tweets in the network were tweeted over the 4-hour, 12-minute period from Friday, 14 May 2021 at 22:57 UTC to Saturday, 15 May 2021 at 03:10 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 : 18970
Unique Edges : 21153
Edges With Duplicates : 1526
Total Edges : 22679
Number of Edge Types : 5
Retweet : 14225
Replies to : 1453
Mentions : 1946
Tweet : 3389
MentionsInRetweet : 1666
Self-Loops : 3420
Reciprocated Vertex Pair Ratio : 0.00289886192828001
Reciprocated Edge Ratio : 0.00578096563537094
Connected Components : 3037
Single-Vertex Connected Components : 1697
Maximum Vertices in a Connected Component : 12711
Maximum Edges in a Connected Component : 16260
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 6.51885
Graph Density : 5.19172404394341E-05
Modularity : 0.835887
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 18,970 Twitter users whose recent tweets contained "CDC mask", 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, 15 May 2021 at 04:03 UTC.
The tweets in the network were tweeted over the 4-hour, 12-minute period from Friday, 14 May 2021 at 22:57 UTC to Saturday, 15 May 2021 at 03:10 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 : CDC mask
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:
[5921] wear,mask [5357] fully,vaccinated [4358] need,wear [2869] cdc,guidelines [2250] vaccinated,people [2142] guidelines,please [2141] please,remember [2141] remember,business [2139] business,need [2139] mask,protecting Top Word Pairs in Tweet in G1:
[2106] wear,mask [2103] cdc,guidelines [2100] guidelines,please [2100] please,remember [2100] remember,business [2100] business,need [2100] need,wear [2100] mask,protecting [2100] protecting,themselves [2100] themselves,workers Top Word Pairs in Tweet in G2:
[280] cdc,mask [264] fully,vaccinated [240] wear,mask [229] mask,guidance [154] wearing,mask [150] mask,mandate [142] mask,guidelines [123] vaccinated,people [108] cdc,guidance [71] mask,wearing Top Word Pairs in Tweet in G3:
[2280] fully,vaccinated [1135] vaccinated,people [1132] thrilled,know [1132] know,cdc [1132] cdc,feels [1132] feels,confident [1132] confident,fully [1132] people,low [1132] low,risk [1132] risk,transmitting Top Word Pairs in Tweet in G4:
[290] fully,vaccinated [257] wear,mask [242] wearing,mask [166] cdc,guidance [166] mask,guidance [139] vaccinated,people [137] need,mask [90] vaccinated,need [88] re,vaccinated [82] vaccinated,against Top Word Pairs in Tweet in G5:
[1693] wear,mask [1681] need,wear [839] fully,vaccinated [835] please,note [835] note,cdc [835] cdc,guideline [835] guideline,don [835] don,need [835] mask,re [835] re,fully Top Word Pairs in Tweet in G6:
[573] take,mask [569] cdc,finally [569] finally,take [8] fully,vaccinated [7] cdc,fully [7] vaccinated,stanky [7] stanky,leg [7] leg,mask [4] need,wear [4] wear,mask Top Word Pairs in Tweet in G7:
[182] fully,vaccinated [118] mask,fully [115] despite,being [114] crux,dilemma [114] dilemma,cdc [114] cdc,guideline [114] guideline,distinguish [114] distinguish,took [114] took,mask [114] vaccinated,versus Top Word Pairs in Tweet in G8:
[217] cdc,director [217] ended,mask [217] mask,distancing [217] distancing,requirements [216] march,29th [216] 29th,cdc [216] director,warned [216] warned,country [216] country,faced [216] faced,impending Top Word Pairs in Tweet in G9:
[384] mask,guidance [372] mask,mandates [368] cdc,mask [364] guidance,switched [364] switched,fast [364] fast,without [364] without,enough [364] enough,explanation [364] explanation,overlooks [364] overlooks,key Top Word Pairs in Tweet in G10:
[159] opinion,cdc [159] cdc,shouldn [159] shouldn,removed [159] removed,restrictions [159] restrictions,without [159] without,requiring [159] requiring,proof [159] proof,vaccination [124] mask,mandate [123] despite,cdc Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G9:
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 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:
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Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: