The graph represents a network of 599 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 10,000 tweets. The network was obtained from Twitter on Thursday, 01 April 2021 at 13:00 UTC.
The tweets in the network were tweeted over the 7-day, 19-hour, 3-minute period from Wednesday, 24 March 2021 at 16:30 UTC to Thursday, 01 April 2021 at 11:34 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 : 599
Unique Edges : 2066
Edges With Duplicates : 1499
Total Edges : 3565
Number of Edge Types : 5
Retweet : 742
MentionsInRetweet : 1928
Mentions : 667
Replies to : 147
Tweet : 81
Self-Loops : 93
Reciprocated Vertex Pair Ratio : 0.0252206809583859
Reciprocated Edge Ratio : 0.04920049200492
Connected Components : 22
Single-Vertex Connected Components : 8
Maximum Vertices in a Connected Component : 541
Maximum Edges in a Connected Component : 3491
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.81099
Graph Density : 0.00680900720822329
Modularity : 0.328664
NodeXL Version : 1.0.1.444
Data Import : The graph represents a network of 599 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 10,000 tweets. The network was obtained from Twitter on Thursday, 01 April 2021 at 13:00 UTC.
The tweets in the network were tweeted over the 7-day, 19-hour, 3-minute period from Wednesday, 24 March 2021 at 16:30 UTC to Thursday, 01 April 2021 at 11:34 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:
[77] safeedforall_uk,parents_utd [77] place,#makeschoolssafe [69] #borisjohnson,declared [69] declared,schools [69] schools,vectors [69] vectors,transmission [69] transmission,#covid [69] #covid,moved [69] moved,#remotelearning [69] #remotelearning,4jan Top Word Pairs in Tweet in G1:
[64] #borisjohnson,declared [64] declared,schools [64] schools,vectors [64] vectors,transmission [64] transmission,#covid [64] #covid,moved [64] moved,#remotelearning [64] #remotelearning,4jan [64] measure,place [64] place,#makeschoolssafe Top Word Pairs in Tweet in G2:
[44] great,headteacher [44] headteacher,proactive [44] proactive,approach [44] approach,#makeschoolssafe [44] #makeschoolssafe,inadequate [44] inadequate,educationgovuk [44] educationgovuk,guidelines [44] guidelines,bbcsouthnews [44] bbcsouthnews,#co2monitors [44] #co2monitors,dr2nisreenalwan Top Word Pairs in Tweet in G3:
[51] teachers,staff [45] 10,ll [45] ll,struggle [45] struggle,forgive [45] forgive,members [45] members,opposition [45] opposition,complicit [45] complicit,timidity [45] timidity,silence [45] silence,msm Top Word Pairs in Tweet in G4:
[27] safety,measures [24] #makeschoolssafe,safeedforall_uk [24] safeedforall_uk,parents_utd [23] yr,dies [23] dies,covid [23] covid,infections [23] infections,children [23] children,adolescents [23] adolescents,increasing [23] increasing,sharply Top Word Pairs in Tweet in G5:
[6] #ventilationnotventilators,#makeschoolssafe [6] #makeschoolssafe,#protectourcommunities [6] #protectourcommunities,#wesharetheair [6] #wesharetheair,#handsfacespacereplace [6] #handsfacespacereplace,#handsfacespacefreshair [6] #handsfacespacefreshair,#freshairschools [6] #freshairschools,#covidisairborne [4] #makeschoolssafe,#cleanairinclassrooms [4] #covidisairborne,#makeschoolssafe [3] #makeschoolssafe,#covidisairborne Top Word Pairs in Tweet in G6:
[16] #covidisairborne,#makeschoolssafe [14] karamballes,independentsage [14] independentsage,schoolsweek [14] schoolsweek,safe [14] safe,distance [14] distance,#covidisairborne [14] #makeschoolssafe,#handsfacespacereplace [14] #handsfacespacereplace,#freshairschools [14] #freshairschools,just_to_join_in [14] just_to_join_in,uniquelyjoanna Top Word Pairs in Tweet in G7:
[14] keep,classroom [14] classroom,windows [14] windows,open [14] open,constantly [14] constantly,intermittent [14] intermittent,classroom [14] classroom,window [14] window,opening [14] opening,insufficient [14] insufficient,prevent Top Word Pairs in Tweet in G8:
[4] school,age [3] drzoehyde,lcwf_tbk [3] lcwf_tbk,duffelllaura [3] duffelllaura,challenged [3] challenged,rcpch [3] rcpch,releasing [3] releasing,statement [3] statement,publish [3] publish,data [3] data,working Top Word Pairs in Tweet in G9:
[3] apsvirginia,following [3] following,ashrae [3] ashrae,marwa_zaatari [3] marwa_zaatari,ashrae [3] ashrae,ach [3] ach,minimum [3] minimum,ionizers [3] ionizers,allowed [3] allowed,#makeschoolssafe [3] #makeschoolssafe,safe 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: