The graph represents a network of 739 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, 05 February 2022 at 01:44 UTC.
The requested start date was Saturday, 05 February 2022 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 125-day, 6-hour, 6-minute period from Friday, 01 October 2021 at 14:29 UTC to Thursday, 03 February 2022 at 20:35 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 : 739
Unique Edges : 941
Edges With Duplicates : 1108
Total Edges : 2049
Number of Edge Types : 5
Retweet : 373
MentionsInRetweet : 521
Replies to : 123
Mentions : 854
Tweet : 178
Self-Loops : 183
Reciprocated Vertex Pair Ratio : 0.0689956331877729
Reciprocated Edge Ratio : 0.129084967320261
Connected Components : 115
Single-Vertex Connected Components : 43
Maximum Vertices in a Connected Component : 411
Maximum Edges in a Connected Component : 1516
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.556943
Graph Density : 0.0022442984916994
Modularity : 0.474156
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 739 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, 05 February 2022 at 01:44 UTC.
The requested start date was Saturday, 05 February 2022 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 125-day, 6-hour, 6-minute period from Friday, 01 October 2021 at 14:29 UTC to Thursday, 03 February 2022 at 20:35 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 [38] scientific,thinking [38] thinking,essential [33] essential,students [31] science,careers [30] students,those [30] those,pursuing 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 [16] edtechne,research [12] webinar,series Top Word Pairs in Tweet in G2:
[3] great,experiments [3] experiments,co [3] co,monitor [3] monitor,million [3] million,times [3] times,before [3] before,instrument [3] instrument,easy [3] easy,use [2] nuigalway,researchatnuig Top Word Pairs in Tweet in G3:
[7] #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 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:
[29] scientific,thinking [29] thinking,essential [29] essential,students [29] students,those [29] those,pursuing [29] pursuing,science [29] science,careers [29] careers,report [29] report,recommends [29] recommends,actions Top Word Pairs in Tweet in G6:
[13] climate,learning [13] learning,tools [13] tools,one [13] one,place [13] place,check [13] check,#climatelearning [12] stemteachtools,climate [12] #climatelearning,#science [9] announcing,special [9] special,issue Top Word Pairs in Tweet in G7:
[21] videos,thrown [20] thrown,homeschool [16] homeschool,science [16] science,students [15] hands,outdoors [15] outdoors,both [15] both,videos [13] students,dyslexia [13] dyslexia,#dyslexia [13] #dyslexia,#stem Top Word Pairs in Tweet in G8:
[3] #scienceed,#stem [3] time,#science [2] #maths,#scienceed [2] a5,#appleeduchat [2] #appleeduchat,let's [2] let's,forget [2] forget,creativity [2] creativity,mindset [2] mindset,tool [2] tool,specific Top Word Pairs in Tweet in G9:
[3] skolinkvisition,asaplsnr [3] asaplsnr,tstarkey1212 [3] tstarkey1212,thereadingape [3] thereadingape,emma_turner75 [2] emma_turner75,louis_scienceed [2] please,spread [2] spread,below [2] below,find [2] find,time [2] time,give Top Word Pairs in Tweet in G10:
[8] scientific,thinking [8] thinking,essential [8] essential,people [8] people,navigating [8] navigating,world [8] world,students [8] students,pursuing [8] pursuing,scientific [7] nasem_dbasse,scientific [5] honored,interviewed 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 G8:
Top Replied-To in G9:
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:
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Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G5:
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Top Tweeters in G9:
Top Tweeters in G10: