The graph represents a network of 1,225 Twitter users whose tweets in the requested range contained "scienceed", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 30 July 2022 at 01:16 UTC.
The requested start date was Saturday, 30 July 2022 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 118-day, 15-hour, 7-minute period from Friday, 01 April 2022 at 07:00 UTC to Thursday, 28 July 2022 at 22:08 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 : 1225
Unique Edges : 1003
Edges With Duplicates : 2616
Total Edges : 3619
Number of Edge Types : 5
Retweet : 1027
MentionsInRetweet : 1359
Replies to : 141
Mentions : 808
Tweet : 284
Self-Loops : 295
Reciprocated Vertex Pair Ratio : 0.0631948507899356
Reciprocated Edge Ratio : 0.118877270225647
Connected Components : 106
Single-Vertex Connected Components : 25
Maximum Vertices in a Connected Component : 834
Maximum Edges in a Connected Component : 2930
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.183104
Graph Density : 0.00121181806055756
Modularity : 0.439923
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1,225 Twitter users whose tweets in the requested range contained "scienceed", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 30 July 2022 at 01:16 UTC.
The requested start date was Saturday, 30 July 2022 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 118-day, 15-hour, 7-minute period from Friday, 01 April 2022 at 07:00 UTC to Thursday, 28 July 2022 at 22:08 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 : GraphServerTwitterSearch
Graph Term : scienceed
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:
[133] teaching,resources [131] resources,website [130] #stem,teaching [119] collection,free [119] free,easy [119] easy,access [119] access,materials [119] materials,educators [118] launched,#stem [117] website,collection Top Word Pairs in Tweet in G1:
[67] vmcc_scienceed,nuigalway [57] edtechne,vmcc_scienceed [37] ml_mcn,edtechne [25] nuigalway,congratulations [22] many,thanks [19] vmcc_scienceed,edtechne [13] well,done [10] looking,forward [10] cell,explorers [10] lip,sync Top Word Pairs in Tweet in G2:
[38] south,atlantic [38] atlantic,transect [17] sign,free [16] sometimes,sequels [16] sequels,good [16] good,excited [16] excited,expedition [16] expedition,393 [16] 393,south [16] transect,ii Top Word Pairs in Tweet in G3:
[78] still,looking [46] stem,teachers [46] middle,school [46] pen,pal [45] re,still [45] looking,middle [45] school,stem [45] teachers,host [45] host,pen [45] pal,program Top Word Pairs in Tweet in G4:
[101] teaching,resources [101] resources,website [98] #stem,teaching [92] educators,use [92] use,engage [87] ve,launched [87] launched,#stem [87] website,collection [87] collection,free [87] free,easy Top Word Pairs in Tweet in G5:
[34] hiring,postdoc [34] postdoc,work [34] work,#scienceed [34] #scienceed,research [34] research,projects [34] projects,uncschoolofed [34] uncschoolofed,work [34] work,focuses [34] focuses,socio [34] socio,scientific Top Word Pairs in Tweet in G6:
[46] #scied,#scienceed [45] #scienceed,#stemed [44] #stemed,#ngss [42] #ngss,#ngsschat [18] science,engineering [16] stemteachtools,teachers [14] instruction,#scied [12] three,dimensional [12] science,learning [11] stemteachtools,science Top Word Pairs in Tweet in G7:
[34] created,several [34] several,years [34] years,ago [34] ago,explain [34] explain,concept [34] concept,#phylogeny [34] #phylogeny,class [34] class,#easterbunnies [34] #easterbunnies,come [33] el_bamforth,created Top Word Pairs in Tweet in G8:
[16] patterson,williams [15] prof,alexis [15] alexis,patterson [15] williams,drapw15 [15] drapw15,won [15] won,start [15] start,award [15] award,ucd_diversity [15] ucd_diversity,fund [15] fund,project Top Word Pairs in Tweet in G9:
[30] #stem,teaching [30] teaching,resources [30] collection,free [30] free,easy [30] easy,access [30] access,materials [30] materials,educators [29] launched,#stem [28] nigms,recently [28] recently,launched Top Word Pairs in Tweet in G10:
[20] hands,made [20] made,guided [20] guided,reading [20] reading,tasks [20] tasks,shared [20] shared,making [20] making,more [20] more,over [20] over,next [20] next,few 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 G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: