The graph represents a network of 572 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, 25 December 2021 at 01:42 UTC.
The requested start date was Saturday, 25 December 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 82-day, 20-hour, 56-minute period from Friday, 01 October 2021 at 14:29 UTC to Thursday, 23 December 2021 at 11:26 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 : 572
Unique Edges : 794
Edges With Duplicates : 788
Total Edges : 1582
Number of Edge Types : 5
Retweet : 260
MentionsInRetweet : 356
Mentions : 724
Tweet : 127
Replies to : 115
Self-Loops : 132
Reciprocated Vertex Pair Ratio : 0.0628997867803838
Reciprocated Edge Ratio : 0.118355065195587
Connected Components : 92
Single-Vertex Connected Components : 36
Maximum Vertices in a Connected Component : 293
Maximum Edges in a Connected Component : 1099
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.871246
Graph Density : 0.00305255165150086
Modularity : 0.466426
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 572 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, 25 December 2021 at 01:42 UTC.
The requested start date was Saturday, 25 December 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 82-day, 20-hour, 56-minute period from Friday, 01 October 2021 at 14:29 UTC to Thursday, 23 December 2021 at 11:26 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 [29] scientific,thinking [29] thinking,essential [25] edtechne,congratulations [25] extending,beyond [25] beyond,curriculum [25] curriculum,#blackhistorymonth Top Word Pairs in Tweet in G1:
[4] received,peer [4] peer,recognition [4] recognition,viewbug [4] viewbug,#photography [4] dr,rory [3] school,curriculum [3] recommendations,scientist [3] scientist,facilitators [3] nui,galway [3] free,resources Top Word Pairs in Tweet in G2:
[96] 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 [10] congratulations,dr [8] edtechne,congrats 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:
[21] scientific,thinking [21] thinking,essential [21] essential,students [21] students,those [21] those,pursuing [21] pursuing,science [21] science,careers [21] careers,report [21] report,recommends [21] recommends,actions Top Word Pairs in Tweet in G6:
[16] videos,thrown [16] thrown,homeschool [12] homeschool,science [12] science,students [10] hands,outdoors [10] outdoors,both [10] both,videos [9] students,dyslexia [9] dyslexia,#dyslexia [9] #dyslexia,#stem Top Word Pairs in Tweet in G7:
[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:
[13] free,nsta [13] nsta,web [13] web,seminar [13] seminar,fa [13] fa,probes [13] probes,uncover [13] uncover,preconceptions [13] preconceptions,experiences [13] experiences,students [13] students,bring 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 [3] five,interactive Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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Top Mentioned in G5:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
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Top Tweeters in G9:
Top Tweeters in G10: