The graph represents a network of 1,201 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, 02 July 2022 at 01:16 UTC.
The requested start date was Saturday, 02 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 121-day, 22-hour, 28-minute period from Tuesday, 01 March 2022 at 00:59 UTC to Thursday, 30 June 2022 at 23:27 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 : 1201
Unique Edges : 1065
Edges With Duplicates : 2404
Total Edges : 3469
Number of Edge Types : 5
Retweet : 880
MentionsInRetweet : 1218
Mentions : 949
Replies to : 146
Tweet : 276
Self-Loops : 286
Reciprocated Vertex Pair Ratio : 0.0699342498505678
Reciprocated Edge Ratio : 0.13072625698324
Connected Components : 126
Single-Vertex Connected Components : 36
Maximum Vertices in a Connected Component : 775
Maximum Edges in a Connected Component : 2766
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.317942
Graph Density : 0.00124202053844019
Modularity : 0.446104
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1,201 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, 02 July 2022 at 01:16 UTC.
The requested start date was Saturday, 02 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 121-day, 22-hour, 28-minute period from Tuesday, 01 March 2022 at 00:59 UTC to Thursday, 30 June 2022 at 23:27 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:
[131] teaching,resources [129] resources,website [128] #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 [27] nuigalway,congratulations [22] many,thanks [19] vmcc_scienceed,edtechne [18] well,done [13] looking,forward [13] congratulations,dr [10] edtechne,nuigalway Top Word Pairs in Tweet in G2:
[20] #scied,#scienceed [16] #scienceed,#stemed [15] #stemed,#ngss [15] #ngss,#ngsschat [15] #scienceed,#ngss [14] book,talks [14] #mathed,#scienceed [13] #prideandexcellence,#phearce [13] science,natural [13] natural,response Top Word Pairs in Tweet in G3:
[97] teaching,resources [97] resources,website [94] #stem,teaching [90] educators,use [90] use,engage [85] ve,launched [85] launched,#stem [85] website,collection [85] collection,free [85] free,easy Top Word Pairs in Tweet in G4:
[38] south,atlantic [38] atlantic,transect [16] sign,free [15] following,#exp390 [15] #exp390,south [15] transect,icymi [15] icymi,here's [15] #exp390story,videos [15] videos,created [15] created,outreach Top Word Pairs in Tweet in G5:
[46] stem,teachers [46] middle,school [45] re,still [45] still,looking [45] looking,middle [45] school,stem [45] teachers,host [45] host,pen [45] pen,pal [45] pal,program Top Word Pairs in Tweet in G6:
[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 G7:
[31] #stem,teaching [31] teaching,resources [31] collection,free [31] free,easy [31] easy,access [31] access,materials [31] materials,educators [30] launched,#stem [29] nigms,recently [29] recently,launched Top Word Pairs in Tweet in G8:
[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 G9:
[3] #scienceed,#scichat [3] #montessoribiology,#scienceed [3] #scienceed,#lifesciences [3] #lifesciences,#blendedlearning [3] #blendedlearning,#elearning [3] #elearning,#homeschool [3] come,work [2] #ngss,#scienceed [2] elementary,school [2] #science,#scienceed Top Word Pairs in Tweet in G10:
[14] vmcc_scienceed,dcu [12] deirdremoneill,vmcc_scienceed [12] dcu,eilishmclough [6] eilishmclough,congratulations [5] congratulations,deirdre [4] eilishmclough,congrats [3] well,deserved [3] worth,end [3] end,finally [3] finally,came Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G5:
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: