The graph represents a network of 586 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, 27 November 2021 at 01:42 UTC.
The requested start date was Saturday, 27 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 84-day, 19-hour, 17-minute period from Wednesday, 01 September 2021 at 20:37 UTC to Thursday, 25 November 2021 at 15:55 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 : 586
Unique Edges : 799
Edges With Duplicates : 789
Total Edges : 1588
Number of Edge Types : 5
Retweet : 264
MentionsInRetweet : 370
Mentions : 705
Replies to : 111
Tweet : 138
Self-Loops : 143
Reciprocated Vertex Pair Ratio : 0.0658174097664544
Reciprocated Edge Ratio : 0.123505976095618
Connected Components : 97
Single-Vertex Connected Components : 31
Maximum Vertices in a Connected Component : 255
Maximum Edges in a Connected Component : 1022
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.233147
Graph Density : 0.00292873603453808
Modularity : 0.482804
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 586 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, 27 November 2021 at 01:42 UTC.
The requested start date was Saturday, 27 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 84-day, 19-hour, 17-minute period from Wednesday, 01 September 2021 at 20:37 UTC to Thursday, 25 November 2021 at 15:55 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:
[97] dankoretz,hgse [94] vmcc_scienceed,dankoretz [87] hgse,edtechne [72] 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:
[2] scienceirel,irishenergyguy [2] dr,rory [2] nui,galway [2] adult,numeracy Top Word Pairs in Tweet in G3:
[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 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 G7:
[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 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 G10:
[11] science,education [10] please,chicostate [10] chicostate,hiring [10] hiring,assistant [10] assistant,professor [10] professor,environmental [10] environmental,science [10] education,geological [10] geological,science [9] sandrinematias1,please Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
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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:
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Top Tweeters in G5:
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Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: