The graph represents a network of 410 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, 23 January 2021 at 01:27 UTC.
The requested start date was Saturday, 23 January 2021 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 81-day, 5-hour, 4-minute period from Sunday, 01 November 2020 at 14:56 UTC to Thursday, 21 January 2021 at 20:01 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 : 410
Unique Edges : 332
Edges With Duplicates : 709
Total Edges : 1041
Number of Edge Types : 5
Replies to : 44
Retweet : 182
MentionsInRetweet : 276
Tweet : 134
Mentions : 405
Self-Loops : 135
Reciprocated Vertex Pair Ratio : 0.0881720430107527
Reciprocated Edge Ratio : 0.162055335968379
Connected Components : 102
Single-Vertex Connected Components : 32
Maximum Vertices in a Connected Component : 103
Maximum Edges in a Connected Component : 443
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.428617
Graph Density : 0.00301747271751446
Modularity : 0.440184
NodeXL Version : 1.0.1.442
Data Import : The graph represents a network of 410 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, 23 January 2021 at 01:27 UTC.
The requested start date was Saturday, 23 January 2021 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 81-day, 5-hour, 4-minute period from Sunday, 01 November 2020 at 14:56 UTC to Thursday, 21 January 2021 at 20:01 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:
[28] #scienceed,#stem [20] #paemst,#nbct [20] #scichat,#scienceed [18] #nbct,#edchat [17] dcu,ul [17] science,teachers [16] edtechne,eilishmclough [16] eilishmclough,nuigalway [16] nuigalway,dcu [16] #edchat,#pblchat Top Word Pairs in Tweet in G1:
[17] dcu,ul [16] edtechne,eilishmclough [16] eilishmclough,nuigalway [16] nuigalway,dcu [10] vmcc_scienceed,edtechne [6] edtechne,nuigalwaypress [6] manuelaheinz,gerryleadership [5] nuigalwaypress,niamhedpsych [5] niamhedpsych,emerd13 [5] emerd13,vmcc_scienceed Top Word Pairs in Tweet in G2:
[6] #scienceed,#stem [6] #onlinelesson,#onlinelearning [4] #onlinelearning,#scienceed [3] animals,need [3] natural,hazards [3] #science,#scienceed [2] #stemeducation,#scienceed [2] #stem,#scienceed [2] montréal,québec [2] québec,#tinkercrate Top Word Pairs in Tweet in G3:
[8] murielgrenon,cellexplorers [8] cellexplorers,vmcc_scienceed [8] vmcc_scienceed,scienceirel [8] scienceirel,esera2019 [6] btyste,kicked [6] kicked,today [6] today,find [6] find,smartphone [6] smartphone,spectroscopy [6] spectroscopy,sessions Top Word Pairs in Tweet in G4:
[20] #paemst,#nbct [18] #nbct,#edchat [18] #scienceed,#stem [16] #edchat,#pblchat [16] #elemchat,#scichat [16] #stem,#homeschooling [16] #homeschooling,#disted [14] #pblchat,#elearning [12] #edchat,#elemchat [11] #scichat,#edtechchat Top Word Pairs in Tweet in G5:
[12] lab,problem [12] problem,#scichat [12] #scichat,#scienceed [12] #scienceed,#sponsored [10] weareteachers,lab Top Word Pairs in Tweet in G6:
[4] uoft,hosting [4] hosting,harvard's [4] harvard's,labxchange [4] labxchange,workshop [4] workshop,jan [4] jan,28th [4] 28th,register [4] register,learn [4] learn,more [4] more,labxchange's Top Word Pairs in Tweet in G7:
[13] resources,add [13] add,wow [12] wow,#scienceed [7] check,resources [7] miss,free [7] free,personalised [7] personalised,learning [7] learning,events [7] primary,schools [7] schools,secondary Top Word Pairs in Tweet in G8:
[4] #ageofequity,#edequity [4] #edequity,edutalkradio [4] edutalkradio,maialee [3] #stem,#stemed [2] flinnscientific,lab [2] lab,series [2] series,high [2] high,school [2] school,#biology [2] #biology,#chemistry Top Word Pairs in Tweet in G9:
[8] check,great [8] great,environmental [8] environmental,justice [8] justice,video [8] video,challenge [8] challenge,redfordcenter [8] redfordcenter,watch [8] watch,webinar [8] webinar,hear [8] hear,last Top Word Pairs in Tweet in G10:
[8] advance,#timss2019 [8] #timss2019,launch [8] launch,tomorrow [8] tomorrow,guest [8] guest,ilsa_blog [8] ilsa_blog,uses [8] uses,abuses [8] abuses,ilsas [8] ilsas,studies [8] studies,#pirls Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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: