The graph represents a network of 622 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, 08 January 2022 at 01:43 UTC.
The requested start date was Saturday, 08 January 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 98-day, 9-hour, 16-minute period from Friday, 01 October 2021 at 14:29 UTC to Friday, 07 January 2022 at 23:45 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 : 622
Unique Edges : 835
Edges With Duplicates : 854
Total Edges : 1689
Number of Edge Types : 5
Mentions : 763
Retweet : 281
MentionsInRetweet : 384
Tweet : 142
Replies to : 119
Self-Loops : 147
Reciprocated Vertex Pair Ratio : 0.0611835506519559
Reciprocated Edge Ratio : 0.11531190926276
Connected Components : 97
Single-Vertex Connected Components : 35
Maximum Vertices in a Connected Component : 307
Maximum Edges in a Connected Component : 1133
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.163486
Graph Density : 0.00273907347862332
Modularity : 0.473651
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 622 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, 08 January 2022 at 01:43 UTC.
The requested start date was Saturday, 08 January 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 98-day, 9-hour, 16-minute period from Friday, 01 October 2021 at 14:29 UTC to Friday, 07 January 2022 at 23:45 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 [32] scientific,thinking [32] thinking,essential [27] essential,students [25] science,careers [25] edtechne,congratulations [25] extending,beyond Top Word Pairs in Tweet in G1:
[5] dankoretz,hgse [4] recommendations,scientist [4] scientist,facilitators [4] galway,took [4] dr,rory [4] received,peer [4] peer,recognition [4] recognition,viewbug [4] viewbug,#photography [4] ml_mcn,vmcc_scienceed Top Word Pairs in Tweet in G2:
[93] dankoretz,hgse [91] vmcc_scienceed,dankoretz [86] hgse,edtechne [69] ml_mcn,vmcc_scienceed [25] edtechne,congratulations [18] edtechne,thanks [18] well,done [16] congratulations,michael [10] congratulations,dr [8] edtechne,congrats Top Word Pairs in Tweet in G3:
[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 G4:
[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 G5:
[24] scientific,thinking [24] thinking,essential [24] essential,students [24] students,those [24] those,pursuing [24] pursuing,science [24] science,careers [24] careers,report [24] report,recommends [24] recommends,actions Top Word Pairs in Tweet in G6:
[17] videos,thrown [17] thrown,homeschool [13] homeschool,science [13] science,students [11] hands,outdoors [11] outdoors,both [11] both,videos [10] students,dyslexia [10] dyslexia,#dyslexia [10] #dyslexia,#stem Top Word Pairs in Tweet in G7:
[3] time,#science [3] #scienceed,#stem [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 G8:
[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 G9:
[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 Word Pairs in Tweet in G10:
[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 Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G7:
Top Replied-To in G8:
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:
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 G4:
Top Tweeters in G5:
Top Tweeters in G6:
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Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: