The graph represents a network of 21,137 Twitter users whose recent tweets contained "school open", 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 Wednesday, 17 March 2021 at 03:08 UTC.
The tweets in the network were tweeted over the 2-day, 3-hour, 54-minute period from Sunday, 14 March 2021 at 22:14 UTC to Wednesday, 17 March 2021 at 02:08 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 : 21137
Unique Edges : 24324
Edges With Duplicates : 1777
Total Edges : 26101
Number of Edge Types : 5
Retweet : 12253
MentionsInRetweet : 4307
Replies to : 2794
Mentions : 3639
Tweet : 3108
Self-Loops : 3198
Reciprocated Vertex Pair Ratio : 0.0129763319016723
Reciprocated Edge Ratio : 0.0256202074875959
Connected Components : 4289
Single-Vertex Connected Components : 1928
Maximum Vertices in a Connected Component : 8857
Maximum Edges in a Connected Component : 11149
Maximum Geodesic Distance (Diameter) : 24
Average Geodesic Distance : 4.833344
Graph Density : 4.96248886674464E-05
Modularity : 0.841627
NodeXL Version : 1.0.1.444
Data Import : The graph represents a network of 21,137 Twitter users whose recent tweets contained "school open", 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 Wednesday, 17 March 2021 at 03:08 UTC.
The tweets in the network were tweeted over the 2-day, 3-hour, 54-minute period from Sunday, 14 March 2021 at 22:14 UTC to Wednesday, 17 March 2021 at 02:08 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 : school open
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:
[10308] more,100 [10308] 100,million [5651] back,school [5321] kids,back [5182] back,open [5174] small,businesses [5163] back,work [5158] work,kids [5157] school,small [5156] businesses,back Top Word Pairs in Tweet in G1:
[10192] more,100 [10192] 100,million [5097] back,school [5096] million,checks [5096] checks,headed [5096] headed,door [5096] door,more [5096] million,vaccinations [5096] vaccinations,administered [5096] administered,soon Top Word Pairs in Tweet in G2:
[255] high,school [140] school,open [119] open,school [77] back,school [72] middle,school [67] school,year [51] schools,open [50] open,house [48] 2021,2022 [44] open,schools Top Word Pairs in Tweet in G3:
[654] going,wait [654] wait,until [654] until,school [654] school,open [653] public,schools [653] schools,closed [653] closed,think [653] think,come [653] come,private [653] private,schools Top Word Pairs in Tweet in G4:
[193] open,schools [114] school,closures [114] schools,closed [107] schools,open [103] prolonged,school [100] more,data [100] default,open [99] very,frustrating [99] frustrating,know [99] know,prolonged Top Word Pairs in Tweet in G5:
[248] open,schools [242] school,open [235] schools,safely [234] kids,school [230] fauci,jaketapper [230] jaketapper,cdc [230] cdc,guidance [230] guidance,ft [230] ft,vs [230] vs,ft Top Word Pairs in Tweet in G6:
[199] hello,doing [199] doing,academic [199] academic,commission [199] commission,offers [199] offers,available [199] available,below [199] below,always [199] always,open [199] open,answer [199] answer,dm Top Word Pairs in Tweet in G7:
[78] back,school [70] kids,back [43] more,million [43] million,cas [43] cas,backgrounds [43] backgrounds,walks [43] walks,life [43] life,united [43] united,recalling [43] recalling,gavinnewsom Top Word Pairs in Tweet in G8:
[207] high,school [200] realize,someone [200] someone,take [200] take,chance [200] chance,learn [200] learn,typical [200] typical,people [200] people,soon [200] soon,high [200] school,graduate Top Word Pairs in Tweet in G9:
[56] school,open [52] please,close [50] open,school [42] close,school [40] close,schools [36] 10,11 [32] #closetnschools,#closetnschools2021 [31] many,student [30] corona,cases [27] day,day Top Word Pairs in Tweet in G10:
[181] few,hacks [181] hacks,open [181] open,accidentally [181] accidentally,closed [181] closed,browser [181] browser,tab [181] tab,use [181] use,ctrl [181] ctrl,cmd [181] cmd,shift Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
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Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
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Top Tweeters in G9:
Top Tweeters in G10: