The graph represents a network of 444 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, 18 September 2021 at 00:42 UTC.
The requested start date was Saturday, 18 September 2021 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 77-day, 1-hour, 27-minute period from Thursday, 01 July 2021 at 20:47 UTC to Thursday, 16 September 2021 at 22:15 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 : 444
Unique Edges : 359
Edges With Duplicates : 658
Total Edges : 1017
Number of Edge Types : 5
Retweet : 266
MentionsInRetweet : 436
Tweet : 120
Mentions : 188
Replies to : 7
Self-Loops : 121
Reciprocated Vertex Pair Ratio : 0.0449438202247191
Reciprocated Edge Ratio : 0.0860215053763441
Connected Components : 86
Single-Vertex Connected Components : 30
Maximum Vertices in a Connected Component : 55
Maximum Edges in a Connected Component : 170
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 2.676792
Graph Density : 0.00283692270148252
Modularity : 0.536892
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 444 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, 18 September 2021 at 00:42 UTC.
The requested start date was Saturday, 18 September 2021 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 77-day, 1-hour, 27-minute period from Thursday, 01 July 2021 at 20:47 UTC to Thursday, 16 September 2021 at 22:15 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:
[36] scientific,thinking [36] joanholub,lkellerbooks [35] last,day [35] day,swimming [35] swimming,toward [35] toward,#backtoschool [35] #backtoschool,enter [35] enter,win [35] win,shark [35] shark,bookplate Top Word Pairs in Tweet in G1:
[34] scientific,thinking [34] thinking,essential [33] report,recommends [33] recommends,actions [32] essential,students [32] students,those [32] those,pursuing [32] pursuing,science [32] science,careers [32] careers,report Top Word Pairs in Tweet in G2:
[36] joanholub,lkellerbooks [35] last,day [35] day,swimming [35] swimming,toward [35] toward,#backtoschool [35] #backtoschool,enter [35] enter,win [35] win,shark [35] shark,bookplate [35] bookplate,signed Top Word Pairs in Tweet in G3:
[14] congrats,editors [14] editors,editor_ies [14] editor_ies,gen [14] gen,ed [14] ed,drtonyhall [14] drtonyhall,esai_irl [14] esai_irl,colleagues [14] colleagues,whose [14] whose,researchatnuig [14] researchatnuig,features Top Word Pairs in Tweet in G4:
[4] #scichat,#scienceed [2] #scienceed,#bisdscience [2] #science,#scienceed [2] use,prizes Top Word Pairs in Tweet in G5:
[9] facilitating,storytelling [8] science,education [8] sign,storycollider's [7] ireland,highest [7] highest,level [7] level,acceptance [7] acceptance,need [7] need,vaccinated [7] vaccinated,eu [7] differentiate,twins Top Word Pairs in Tweet in G6:
[4] great,example [4] example,#datavisualization [4] #datavisualization,need [4] need,journalists [4] journalists,scientists [4] scientists,connect [4] connect,dots [4] dots,help [4] help,make [4] make,sense Top Word Pairs in Tweet in G7:
[4] #scienceed,#stem [2] #space,#science [2] #science,#scienceed [2] #stem,#xientifica [2] 50,gorgeous [2] gorgeous,photos [2] photos,outer [2] outer,space [2] space,cbsnews [2] cbsnews,#scienceed Top Word Pairs in Tweet in G8:
[4] einstein,'wrong' [4] 'wrong',science [4] science,teacher [4] teacher,physicshigh [4] physicshigh,gordeauz [4] gordeauz,yours [4] yours,truly [3] mƒa,summer [3] summer,reading [3] reading,list Top Word Pairs in Tweet in G9:
[7] #paemst,#nbct [7] #nbct,#edchat [7] #edchat,#pblchat [6] #scienceed,#stem [5] #elemchat,#scichat [5] #stem,#homeschooling [5] brooke_teller,nbctsue [5] #scichat,#edtechchat [5] #edtechchat,#scienceed [4] #printables,#lessonplans Top Word Pairs in Tweet in G10:
[2] join,tonight [2] tonight,#nstachat [2] #nstachat,hscott_gsu [2] hscott_gsu,mrjohnson_jces [2] mrjohnson_jces,weeksbio [2] weeksbio,ganttmsscience [2] ganttmsscience,regina_collins_ [2] regina_collins_,#dataliteracy Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G7:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
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: