The graph represents a network of 15,309 Twitter users whose recent tweets contained "#Masks4All", 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 Friday, 03 April 2020 at 01:06 UTC.
The tweets in the network were tweeted over the 1-day, 5-hour, 27-minute period from Wednesday, 01 April 2020 at 16:45 UTC to Thursday, 02 April 2020 at 22:12 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 : 15309
Unique Edges : 21641
Edges With Duplicates : 4975
Total Edges : 26616
Number of Edge Types : 5
MentionsInRetweet : 6187
Retweet : 10311
Replies to : 2563
Mentions : 4101
Tweet : 3454
Self-Loops : 3631
Reciprocated Vertex Pair Ratio : 0.00628748307216096
Reciprocated Edge Ratio : 0.012496395270595
Connected Components : 1781
Single-Vertex Connected Components : 1192
Maximum Vertices in a Connected Component : 10637
Maximum Edges in a Connected Component : 21457
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.728168
Graph Density : 8.87816715577235E-05
Modularity : 0.707396
NodeXL Version : 1.0.1.429
Data Import : The graph represents a network of 15,309 Twitter users whose recent tweets contained "#Masks4All", 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 Friday, 03 April 2020 at 01:06 UTC.
The tweets in the network were tweeted over the 1-day, 5-hour, 27-minute period from Wednesday, 01 April 2020 at 16:45 UTC to Thursday, 02 April 2020 at 22:12 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 : #Masks4All
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:
[2260] mask,protects [1349] #covid19,#masks4all [1251] wear,masks [1176] #covidー19,#covid19 [1154] สำหร,บใครท [1154] บใครท,ใส [1154] ใส,แมสก [1154] แมสก,ตลอดแล [1154] ตลอดแล,วค [1154] วค,นห Top Word Pairs in Tweet in G1:
[278] wear,mask [267] czech,republic [243] mask,wearing [190] wear,masks [189] #masks4all,#maskssavelives [187] over,20 [187] کے,لیے [179] آپ,کو [176] mandatory,mask [176] cases,dropped Top Word Pairs in Tweet in G2:
[203] mask,protects [175] #coronavirus,#masks4all [116] face,masks [106] wear,mask [103] homemade,masks [101] protects,mask [90] #covid19,#coronavirus [84] masks,mask [79] wearing,face [77] guidance,wearing Top Word Pairs in Tweet in G3:
[49] wear,mask [34] covid,19 [34] face,masks [31] #coronavirus,#masks4all [30] #masks4all,#covid19 [28] #masks4all,#masks4all [28] #covid19,#masks4all [27] #masks4all,wear [27] wear,masks [27] wearing,masks Top Word Pairs in Tweet in G4:
[1154] สำหร,บใครท [1154] บใครท,ใส [1154] ใส,แมสก [1154] แมสก,ตลอดแล [1154] ตลอดแล,วค [1154] วค,นห [1154] นห,เอ [1154] เอ,ย [1154] ย,เจ [1154] เจ,บห Top Word Pairs in Tweet in G5:
[194] homemade,masks [174] mask,protects [136] covid,19 [133] czech,republic [114] #masks4all,jeremyphoward [112] wear,homemade [98] cloth,masks [96] make,mask [95] know,make [85] protects,mask Top Word Pairs in Tweet in G6:
[780] mask,protects [591] wear,masks [587] longer,claim [587] claim,masks [587] masks,effective [587] effective,allow [587] allow,perfect [587] perfect,enemy [587] enemy,good [587] good,#masks4all Top Word Pairs in Tweet in G7:
[990] best,time [495] good,news [495] news,italy [495] italy,spain [495] spain,france [495] france,leveling [495] leveling,national [495] national,lockdowns [495] lockdowns,work [495] work,stop Top Word Pairs in Tweet in G8:
[339] wear,mask [337] please,#masks4all [334] mask,whenever [334] whenever,go [334] go,please [58] homemade,mask [57] atl,conversation [57] conversation,dr [57] dr,steve [57] steve,hatfill Top Word Pairs in Tweet in G9:
[718] mask,protects [359] protects,mask [357] slow,spread [355] homemade,masks [355] masks,help [354] help,slow [354] spread,infection [354] infection,mask [354] protects,together [354] together,save Top Word Pairs in Tweet in G10:
[184] #masks4all,youtube [183] significantly,slow [183] slow,coronavirus [162] coronavirus,#masks4all [71] coronavirus,featuring [71] featuring,minister [71] minister,health [71] health,youtube [60] cómo,frenar [60] frenar,significativamente Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G5:
Top Replied-To in G6:
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 G5:
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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:
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Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
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Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: