The graph represents a network of 4,718 Twitter users whose recent tweets contained "schoolclosure", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 12/30/2022 5:00:35 PM. The network was obtained from Twitter on Saturday, 31 December 2022 at 05:13 UTC.
The tweets in the network were tweeted over the 2393-day, 16-hour, 27-minute period from Wednesday, 08 June 2016 at 02:41 UTC to Tuesday, 27 December 2022 at 19:08 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
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 : 4718
Unique Edges : 3063
Edges With Duplicates : 7197
Total Edges : 10260
Number of Edge Types : 9
Retweet : 2541
MentionsInRetweet : 3241
Tweet : 1630
Mentions : 1486
Replies to : 300
MentionsInReplyTo : 459
Quote : 203
MentionsInQuote : 358
MentionsInQuoteReply : 42
Self-Loops : 2037
Reciprocated Vertex Pair Ratio : 0.0310450371665938
Reciprocated Edge Ratio : 0.0602205258693808
Connected Components : 1112
Single-Vertex Connected Components : 560
Maximum Vertices in a Connected Component : 1357
Maximum Edges in a Connected Component : 3724
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 6.468998
Graph Density : 0.00021190928377448
Modularity : 0.489272
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 4,718 Twitter users whose recent tweets contained "schoolclosure", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 12/30/2022 5:00:35 PM. The network was obtained from Twitter on Saturday, 31 December 2022 at 05:13 UTC.
The tweets in the network were tweeted over the 2393-day, 16-hour, 27-minute period from Wednesday, 08 June 2016 at 02:41 UTC to Tuesday, 27 December 2022 at 19:08 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
Graph Term : schoolclosure
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:
[196] school,closure [196] school,closures [181] covid,19 [170] schools,closed [169] #covid19,#schoolclosure [133] during,#schoolclosure [108] #lockdown,#schoolclosure [100] #schoolclosure,#covid19 [97] #homelearning,#schoolclosure [82] 感染対策をした上での学校内の二次感染は非常に少なく,学校内での子供から大人への感染も認められなかったようです Top Word Pairs in Tweet in G1:
[33] school,closure [32] covid,19 [31] school,closures [24] #schoolclosure,#covid19 [23] #covid19,#schoolclosure [22] school,closed [21] #lockdown,#schoolclosure [17] #schoolclosure,#lockdown [16] #schools,#schoolclosure [15] closed,today Top Word Pairs in Tweet in G2:
[43] #schoolclosure,#covid19 [37] school,closures [34] #covid19,#schoolclosure [31] remote,learning [27] during,#covid19 [24] learning,measures [20] #education,#schoolclosure [20] #covid19,school [18] key,findings [18] measures,globally Top Word Pairs in Tweet in G3:
[72] cmo_odisha,samirdash01 [70] mosarkar5t,odisharte [70] sir,cmo_odisha [70] samirdash01,mosarkar5t [59] odisharte,kindly [54] scheduled,started [54] children,rural [54] rural,oisha [54] offline,class [54] again,offline Top Word Pairs in Tweet in G4:
[24] children,#schoolclosure [22] aware,damage [22] annex,'94 [22] educationgovuk,well [22] #schoolclosure,isolation [22] see,annex [22] isolation,see [22] well,aware [22] damage,children [22] 10downingstreet,educationgovuk Top Word Pairs in Tweet in G5:
[21] covid,cases [16] objects,change [16] schools,agents [16] #remotelearning,#onlineteaching [16] change,objects [16] agents,change [16] #schoolclosure,#remotelearning [16] change,#schoolclosure [15] lives,take [15] govt,oblivious Top Word Pairs in Tweet in G6:
[14] covid,19 [13] rural,india [12] textbook,country [12] ld,read [12] read,class [12] ng,students [12] ool,go [12] cou,ld [12] india,sch [12] 50,rural Top Word Pairs in Tweet in G7:
[82] 今回はアメリカから報告された学校再開時の新型コロナの二次感染などを調査した研究です,感染対策をした上での学校内の二次感染は非常に少なく [82] 学校内での子供から大人への感染も認められなかったようです,学校再開における新型コロナウイルスの二次感染は [82] 感染対策をした上での学校内の二次感染は非常に少なく,学校内での子供から大人への感染も認められなかったようです [81] 学校再開における新型コロナウイルスの二次感染は,ア [81] dr_kid_,今回はアメリカから報告された学校再開時の新型コロナの二次感染などを調査した研究です [6] こういった研究がもっと増えてくるといいなと思っています,新型コロナ対策としての学校閉鎖は [6] 子どもや保護者にどんな影響が,日本編 [6] こちらは日本における学校閉鎖の影響を見たものを簡単に紹介させていただきました,こういった研究がもっと増えてくるといいなと思っています [6] 新型コロナ対策としての学校閉鎖は,子どもや保護者にどんな影響が [5] dr_kid_,こちらは日本における学校閉鎖の影響を見たものを簡単に紹介させていただきました Top Word Pairs in Tweet in G8:
[19] repost,edits [19] motivated,engaged [19] edits,trying [19] trying,keep [19] keep,students [19] students,motivated [19] ideas,connection [19] engaged,ideas [18] connection,#transformlearni [18] jenniferwathall,repost Top Word Pairs in Tweet in G9:
[33] check,list [31] certainly,look [31] reason,take [31] end,school [31] year,celebrations [31] school,year [31] year,reason [31] look,different [31] take,moment [31] celebrations,certainly Top Word Pairs in Tweet in G10:
[60] little,people [59] people,during [59] don,worry [59] during,#schoolclosure [59] worry,still [59] still,yesterday [59] friends,worried [59] miss,little [59] worried,miss [59] #schoolclosure,don Top Replied-To in Entire Graph:
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Top Replied-To in G8:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: