The graph represents a network of 7,888 Twitter users whose recent tweets contained "pandemic education", 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 Monday, 20 June 2022 at 14:18 UTC.
The tweets in the network were tweeted over the 9-day, 3-hour, 23-minute period from Saturday, 11 June 2022 at 10:19 UTC to Monday, 20 June 2022 at 13:42 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 : 8051
Unique Edges : 10614
Edges With Duplicates : 73801
Total Edges : 84415
Number of Edge Types : 5
Mentions : 71794
Replies to : 3269
Tweet : 2436
Retweet : 4773
MentionsInRetweet : 2143
Self-Loops : 2502
Reciprocated Vertex Pair Ratio : 0.115348358899649
Reciprocated Edge Ratio : 0.206838263542067
Connected Components : 1782
Single-Vertex Connected Components : 868
Maximum Vertices in a Connected Component : 1331
Maximum Edges in a Connected Component : 55783
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 5.663562
Graph Density : 0.000200816070840318
Modularity : 0.147428
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 7,888 Twitter users whose recent tweets contained "pandemic education", 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 Monday, 20 June 2022 at 14:18 UTC.
The tweets in the network were tweeted over the 9-day, 3-hour, 23-minute period from Saturday, 11 June 2022 at 10:19 UTC to Monday, 20 June 2022 at 13:42 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 : pandemic education
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 : In-Degree
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1507] during,pandemic [1127] mr_ridds,foo_oom [1127] foo_oom,1pckt [1035] raven4212,underwoodforyou [1017] 1pckt,dirk_fasshauer [967] dilbertdonely,bilboba62021773 [887] underwoodforyou,slenderskeptic [821] frank_is_free,raven4212 [813] chrisleepike,dilbertdonely [730] onlyamoment3,frank_is_free Top Word Pairs in Tweet in G1:
[190] during,pandemic [136] two,years [122] mass,shootings [121] amid,two [121] years,trauma [121] trauma,during [121] pandemic,stolen [121] stolen,million [121] million,lives [121] lives,fresh Top Word Pairs in Tweet in G2:
[624] quality,education [603] experiments,2021 [600] suffered,alot [598] many,experiments [573] 2021,22 [536] general,suffered [536] alot,quality [536] education,due [536] due,unprecedented [536] unprecedented,pandemic Top Word Pairs in Tweet in G3:
[269] during,pandemic [267] learning,loss [262] loss,sweden [262] sweden,during [262] pandemic,evidence [262] evidence,primary [262] primary,school [262] school,reading [262] reading,assessments [262] assessments,closures Top Word Pairs in Tweet in G4:
[172] during,pandemic [171] 300,schools [171] schools,jammu [171] jammu,kashmir [171] kashmir,face [171] face,closure [171] closure,future [171] future,thousands [171] thousands,children [171] children,risk Top Word Pairs in Tweet in G5:
[211] despite,testing [211] testing,positive [211] positive,fauci [211] fauci,today [211] today,testified [211] testified,remotely [211] remotely,during [211] during,hearing [211] hearing,before [211] before,senate Top Word Pairs in Tweet in G6:
[167] sweden,education [167] education,minister [167] minister,studies [167] studies,show [167] show,loss [167] loss,learning [167] learning,sweden [167] sweden,amongst [167] amongst,poorest [167] poorest,pupils Top Word Pairs in Tweet in G7:
[65] health,care [65] care,education [38] look,worksafebc [38] worksafebc,guidance [38] guidance,pandemic [38] pandemic,influenza [38] influenza,high [38] high,risk [38] risk,workers [38] workers,required Top Word Pairs in Tweet in G8:
[97] during,pandemic [96] reversal,natural [96] natural,order [96] order,things [96] things,during [96] pandemic,asked [96] asked,children [96] children,sacrifice [96] sacrifice,friendship [96] friendship,education Top Word Pairs in Tweet in G9:
[22] higher,education [18] challenging,behaviors [15] help,kids [13] pandemic,changing [13] changing,higher [13] education,better [13] many,children [12] ed,pandemic [12] before,pandemic [12] pandemic,babies Top Word Pairs in Tweet in G10:
[14] conversations,matter [14] rethinking,teaching [11] during,pandemic [9] read,more [7] wait,tomorrow [7] tomorrow,#draw [7] #draw,conversations [7] matter,griffith_uni [7] griffith_uni,creating [7] creating,futures 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: