The graph represents a network of 1,085 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, 10 September 2022 at 01:17 UTC.
The requested start date was Saturday, 10 September 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 129-day, 13-hour, 58-minute period from Monday, 02 May 2022 at 03:15 UTC to Thursday, 08 September 2022 at 17:13 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 : 1085
Unique Edges : 754
Edges With Duplicates : 2748
Total Edges : 3502
Number of Edge Types : 5
Retweet : 1102
MentionsInRetweet : 1345
Mentions : 635
Tweet : 338
Replies to : 82
Self-Loops : 346
Reciprocated Vertex Pair Ratio : 0.0617816091954023
Reciprocated Edge Ratio : 0.11637347767253
Connected Components : 91
Single-Vertex Connected Components : 22
Maximum Vertices in a Connected Component : 716
Maximum Edges in a Connected Component : 2801
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 4.350588
Graph Density : 0.00125665311952659
Modularity : 0.37692
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 1,085 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, 10 September 2022 at 01:17 UTC.
The requested start date was Saturday, 10 September 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 129-day, 13-hour, 58-minute period from Monday, 02 May 2022 at 03:15 UTC to Thursday, 08 September 2022 at 17:13 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:
[87] #scied,#scienceed [86] still,looking [83] #scienceed,#stemed [80] #stemed,#ngss [79] #ngss,#ngsschat [69] teaching,resources [67] resources,website [66] #stem,teaching [58] middle,school [49] stemteachtools,teachers Top Word Pairs in Tweet in G1:
[23] vmcc_scienceed,nuigalway [22] many,thanks [19] vmcc_scienceed,edtechne [14] edtechne,vmcc_scienceed [13] 'perspectives,contemporary [13] contemporary,stem [13] stem,education [13] education,research' [13] edtechne,congratulations [11] looking,forward Top Word Pairs in Tweet in G2:
[83] #scied,#scienceed [79] #scienceed,#stemed [78] #stemed,#ngss [76] #ngss,#ngsschat [46] stemteachtools,teachers [37] science,learning [34] leverage,students [33] stemteachtools,science [29] science,engineering [26] key,equity Top Word Pairs in Tweet in G3:
[80] still,looking [48] pen,pal [47] stem,teachers [47] middle,school [46] re,still [46] looking,middle [46] school,stem [46] teachers,host [46] host,pen [46] pal,program Top Word Pairs in Tweet in G4:
[12] bristlecone,secret [12] secret,life [12] life,world's [12] world's,oldest [12] oldest,tree [11] #scienceed,#scienceteachers [9] #scienceteacher,#scienceed [7] students,combine [7] combine,scientific [7] scientific,artistic Top Word Pairs in Tweet in G5:
[29] #stem,teaching [29] teaching,resources [29] collection,free [29] free,easy [29] easy,access [29] access,materials [29] materials,educators [28] nigms,recently [28] recently,launched [28] launched,#stem Top Word Pairs in Tweet in G6:
[33] hiring,postdoc [33] postdoc,work [33] work,#scienceed [33] #scienceed,research [33] research,projects [33] projects,uncschoolofed [33] uncschoolofed,work [33] work,focuses [33] focuses,socio [33] socio,scientific Top Word Pairs in Tweet in G7:
[31] south,atlantic [31] atlantic,transect [16] sometimes,sequels [16] sequels,good [16] good,excited [16] excited,expedition [16] expedition,393 [16] 393,south [16] transect,ii [16] ii,start Top Word Pairs in Tweet in G8:
[39] teaching,resources [39] resources,website [36] #stem,teaching [28] educators,use [28] use,engage [22] engage,12 [18] 12,students [16] nigms,#stem [14] ve,launched [14] launched,#stem Top Word Pairs in Tweet in G9:
[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 Word Pairs in Tweet in G10:
[16] phd,students [10] calling,scienceed [10] scienceed,phd [10] students,looking [10] looking,free [10] free,course [10] course,qualitative [10] qualitative,methodologies [10] methodologies,fab [10] fab,teachers Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G7:
Top Replied-To in G9:
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: