The graph represents a network of 2,476 Twitter users whose recent tweets contained "#MakeSchoolsSafe", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 5,000 tweets. The network was obtained from Twitter on Monday, 08 March 2021 at 11:28 UTC.
The tweets in the network were tweeted over the 8-day, 1-hour, 28-minute period from Sunday, 28 February 2021 at 09:18 UTC to Monday, 08 March 2021 at 10:46 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 : 2476
Unique Edges : 6911
Edges With Duplicates : 3992
Total Edges : 10903
Number of Edge Types : 5
Retweet : 3574
MentionsInRetweet : 4969
Replies to : 706
Mentions : 1191
Tweet : 463
Self-Loops : 485
Reciprocated Vertex Pair Ratio : 0.01425635756486
Reciprocated Edge Ratio : 0.0281119412435102
Connected Components : 110
Single-Vertex Connected Components : 66
Maximum Vertices in a Connected Component : 2212
Maximum Edges in a Connected Component : 10577
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 3.48312
Graph Density : 0.0012886539057783
Modularity : 0.406449
NodeXL Version : 1.0.1.444
Data Import : The graph represents a network of 2,476 Twitter users whose recent tweets contained "#MakeSchoolsSafe", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 5,000 tweets. The network was obtained from Twitter on Monday, 08 March 2021 at 11:28 UTC.
The tweets in the network were tweeted over the 8-day, 1-hour, 28-minute period from Sunday, 28 February 2021 at 09:18 UTC to Monday, 08 March 2021 at 10:46 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 : #MakeSchoolsSafe
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:
[313] vectors,transmission [268] locked,down [266] safety,measures [245] learn,more [243] #makeschoolssafe,learn [243] schools,vectors [242] declared,schools [231] place,#makeschoolssafe [229] put,place [227] #borisjohnson,declared Top Word Pairs in Tweet in G1:
[211] vectors,transmission [198] schools,vectors [197] declared,schools [196] place,#makeschoolssafe [196] put,place [195] #borisjohnson,declared [195] transmission,#covid [195] #covid,moved [195] moved,#remotelearning [195] #remotelearning,4jan Top Word Pairs in Tweet in G2:
[195] #makeschoolssafe,learn [195] learn,more [162] please,read [162] read,advice [162] advice,before [162] before,monday [111] cyclingkev,maryboustedneu [102] discuss,#makeschoolssafe [94] social,media [92] schools,colleges Top Word Pairs in Tweet in G3:
[142] locked,down [88] borisjohnson,gavinwilliamson [80] fully,open [78] next,week [76] schools,next [75] gavinwilliamson,educationgovuk [75] #makeschoolssafe,#safeedforall [74] open,schools [73] nothing,#makeschoolssafe [73] happy,plans Top Word Pairs in Tweet in G4:
[170] school,pack [154] download,#lckschoolpack [151] see,school [151] pack,lots [151] lots,positive [151] positive,responses [151] responses,schools [151] schools,pledges [151] pledges,fit [151] fit,#co2monitors Top Word Pairs in Tweet in G5:
[53] special,schools [44] test,kits [37] #makeschoolssafe,#backtoschool [37] #scuolesicure,#scuolechiuse [37] #scuolechiuse,#scuolaprotetta [37] #scuolaprotetta,#makeschoolssafe [36] made,safe [35] #nphet,normafoleytd1 [35] normafoleytd1,asked [35] asked,many Top Word Pairs in Tweet in G6:
[101] phased,reopening [93] reopening,schools [93] risk,work [93] work,ve [93] ve,done [92] government's,plans [92] plans,big [92] big,bang [92] bang,reopening [92] schools,over Top Word Pairs in Tweet in G7:
[66] peel,district [66] district,school [66] school,board [66] board,55 [66] 55,schools [66] schools,covid [66] covid,cases [66] cases,gov [66] gov,website [66] website,40 Top Word Pairs in Tweet in G8:
[7] back,school [5] going,back [4] #backtoschool,#makeschoolssafe [4] #makeschoolssafe,#vaccinateteachers [4] next,week [4] lateral,flow [4] flow,tests [4] support,staff [3] #schools,#makeschoolssafe [3] staff,#makeschoolssafe Top Word Pairs in Tweet in G9:
[27] #makeschoolssafe,#schoolsreopening [24] #starmer,#johnson [24] #johnson,knew [24] knew,told [24] told,scientists [24] scientists,staff [24] staff,trade [24] trade,unions [24] unions,carried [24] carried,regardless Top Word Pairs in Tweet in G10:
[31] again,stop [31] stop,mere [31] mere,lies [31] lies,come [31] come,next [31] next,week [31] week,school [31] school,country [31] country,look [31] look,class Top Replied-To in Entire Graph:
Top Replied-To in G1:
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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: