The graph represents a network of 834 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, 17 September 2022 at 01:17 UTC.
The requested start date was Saturday, 17 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 106-day, 18-hour, 0-minute period from Wednesday, 01 June 2022 at 03:44 UTC to Thursday, 15 September 2022 at 21:45 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 : 834
Unique Edges : 537
Edges With Duplicates : 2190
Total Edges : 2727
Number of Edge Types : 5
Tweet : 270
Replies to : 30
Mentions : 404
Retweet : 917
MentionsInRetweet : 1106
Self-Loops : 275
Reciprocated Vertex Pair Ratio : 0.0429799426934097
Reciprocated Edge Ratio : 0.0824175824175824
Connected Components : 76
Single-Vertex Connected Components : 19
Maximum Vertices in a Connected Component : 535
Maximum Edges in a Connected Component : 2141
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 4.094713
Graph Density : 0.00157185176228765
Modularity : 0.371666
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 834 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, 17 September 2022 at 01:17 UTC.
The requested start date was Saturday, 17 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 106-day, 18-hour, 0-minute period from Wednesday, 01 June 2022 at 03:44 UTC to Thursday, 15 September 2022 at 21:45 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:
[95] #scied,#scienceed [95] #scienceed,#stemed [91] #stemed,#ngss [85] #ngss,#ngsschat [76] still,looking [61] stemteachtools,teachers [48] middle,school [44] science,learning [41] stem,professionals [41] pen,pals Top Word Pairs in Tweet in G1:
[94] #scied,#scienceed [90] #scienceed,#stemed [89] #stemed,#ngss [82] #ngss,#ngsschat [57] stemteachtools,teachers [42] science,learning [34] leverage,students [33] stemteachtools,science [29] science,engineering [26] key,equity Top Word Pairs in Tweet in G2:
[14] vmcc_scienceed,dcu [12] deirdremoneill,vmcc_scienceed [12] dcu,eilishmclough [7] looking,forward [6] go,wan [6] eilishmclough,congratulations [5] enjoy,celebrations [5] worth,end [5] end,finally [5] finally,came Top Word Pairs in Tweet in G3:
[70] still,looking [39] pen,pal [37] middle,school [36] re,still [36] looking,middle [36] school,stem [36] stem,teachers [36] teachers,host [36] host,pen [36] pal,program Top Word Pairs in Tweet in G4:
[9] #scienceed,#scienceteachers [8] #scienceteacher,#scienceed [7] students,combine [7] combine,scientific [7] scientific,artistic [7] artistic,skills [7] fun,see [7] see,those [7] those,moments [7] moments,classroom Top Word Pairs in Tweet in G5:
[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 G6:
[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 G7:
[16] sometimes,sequels [16] sequels,good [16] good,excited [16] excited,expedition [16] expedition,393 [16] 393,south [16] south,atlantic [16] atlantic,transect [16] transect,ii [16] ii,start Top Word Pairs in Tweet in G8:
[2] presidentcmlog,nuigsu [2] nuigsu,scientix_eu [2] scientix_eu,edtechne [2] vmcc_scienceed,ultrajessamyn [2] ultrajessamyn,researchnuig [2] researchnuig,speediecelt [2] speediecelt,galwayaquarium [2] galwayaquarium,galwayscience [2] galwayscience,corkscience [2] corkscience,lifetimelabcork Top Word Pairs in Tweet in G9:
[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 Word Pairs in Tweet in G10:
[3] looking,forward [2] #pbl,#scienceed [2] science,education [2] #scienceteacher,#scienceed Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
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 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: