The graph represents a network of 567 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, 20 November 2021 at 01:42 UTC.
The requested start date was Saturday, 20 November 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 78-day, 16-hour, 32-minute period from Wednesday, 01 September 2021 at 20:37 UTC to Friday, 19 November 2021 at 13:10 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 : 567
Unique Edges : 783
Edges With Duplicates : 740
Total Edges : 1523
Number of Edge Types : 5
Retweet : 250
MentionsInRetweet : 353
Mentions : 681
Replies to : 110
Tweet : 129
Self-Loops : 134
Reciprocated Vertex Pair Ratio : 0.0668859649122807
Reciprocated Edge Ratio : 0.125385405960946
Connected Components : 95
Single-Vertex Connected Components : 30
Maximum Vertices in a Connected Component : 198
Maximum Edges in a Connected Component : 834
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.477303
Graph Density : 0.00303188936875627
Modularity : 0.487742
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 567 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, 20 November 2021 at 01:42 UTC.
The requested start date was Saturday, 20 November 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 78-day, 16-hour, 32-minute period from Wednesday, 01 September 2021 at 20:37 UTC to Friday, 19 November 2021 at 13:10 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:
[99] dankoretz,hgse [96] vmcc_scienceed,dankoretz [89] hgse,edtechne [74] ml_mcn,vmcc_scienceed [25] edtechne,congratulations [25] extending,beyond [25] beyond,curriculum [25] curriculum,#blackhistorymonth [25] #blackhistorymonth,'scientist [25] 'scientist,week' Top Word Pairs in Tweet in G1:
[98] dankoretz,hgse [95] vmcc_scienceed,dankoretz [88] hgse,edtechne [73] ml_mcn,vmcc_scienceed [25] edtechne,congratulations [18] edtechne,thanks [18] well,done [17] congratulations,michael [12] congratulations,dr [8] edtechne,congrats Top Word Pairs in Tweet in G2:
[17] scientific,thinking [17] thinking,essential [17] essential,students [17] students,those [17] those,pursuing [17] pursuing,science [17] science,careers [17] careers,report [17] report,recommends [17] recommends,actions Top Word Pairs in Tweet in G3:
[2] scienceirel,irishenergyguy [2] dr,rory [2] nui,galway Top Word Pairs in Tweet in G4:
[25] extending,beyond [25] beyond,curriculum [25] curriculum,#blackhistorymonth [25] #blackhistorymonth,'scientist [25] 'scientist,week' [15] looking,forward [15] forward,extending [15] week',starting [14] intoshms,looking [10] week',week Top Word Pairs in Tweet in G5:
[6] #scienceed,#scichat [6] #scichat,#science [6] #science,#physics [6] #physics,#scienceteacher [6] #scienceteacher,#technology [5] noblest,question [5] question,world [5] world,good [5] good,#apps [5] #apps,#edapps Top Word Pairs in Tweet in G6:
[9] announcing,special [9] special,issue [9] issue,science [9] science,teacher [9] teacher,infectious [9] infectious,disease [9] disease,education [9] education,please [9] please,help [9] help,others Top Word Pairs in Tweet in G8:
[15] videos,thrown [15] thrown,homeschool [13] homeschool,science [12] science,students [11] outdoors,hands [11] hands,videos [10] science,always [9] #stem,#scienceed [8] students,dyslexia [8] dyslexia,#dyslexia Top Word Pairs in Tweet in G9:
[7] differentiate,twins [7] twins,science [7] science,education [7] education,science [7] science,communication [7] communication,lend [7] lend,voice [7] voice,complete [7] complete,sentences [7] sentences,help Top Replied-To in Entire Graph:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: