The graph represents a network of 716 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, 29 January 2022 at 01:43 UTC.
The requested start date was Saturday, 29 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 119-day, 6-hour, 44-minute period from Friday, 01 October 2021 at 14:29 UTC to Friday, 28 January 2022 at 21:13 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 : 716
Unique Edges : 919
Edges With Duplicates : 1024
Total Edges : 1943
Number of Edge Types : 5
Retweet : 342
MentionsInRetweet : 473
Replies to : 122
Mentions : 833
Tweet : 173
Self-Loops : 178
Reciprocated Vertex Pair Ratio : 0.065884476534296
Reciprocated Edge Ratio : 0.123624047417443
Connected Components : 112
Single-Vertex Connected Components : 43
Maximum Vertices in a Connected Component : 402
Maximum Edges in a Connected Component : 1441
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.543809
Graph Density : 0.00230691096612884
Modularity : 0.480407
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 716 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, 29 January 2022 at 01:43 UTC.
The requested start date was Saturday, 29 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 119-day, 6-hour, 44-minute period from Friday, 01 October 2021 at 14:29 UTC to Friday, 28 January 2022 at 21:13 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 [35] scientific,thinking [35] thinking,essential [30] essential,students [28] science,careers [27] students,those [27] 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 [12] congratulations,dr [8] supervisor,dr 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:
[20] videos,thrown [19] thrown,homeschool [15] homeschool,science [15] science,students [14] hands,outdoors [14] outdoors,both [14] both,videos [12] students,dyslexia [12] dyslexia,#dyslexia [12] #dyslexia,#stem Top Word Pairs in Tweet in G5:
[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 G6:
[9] #scienceed,#scied [9] scientific,thinking [9] thinking,essential [8] essential,people [8] people,navigating [8] navigating,world [8] world,students [8] students,pursuing [8] pursuing,scientific [7] more,#scienceed Top Word Pairs in Tweet in G7:
[26] scientific,thinking [26] thinking,essential [26] essential,students [26] students,those [26] those,pursuing [26] pursuing,science [26] science,careers [26] careers,report [26] report,recommends [26] recommends,actions 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:
[2] ml_mcn,vmcc_scienceed [2] vmcc_scienceed,dankoretz [2] dankoretz,hgse [2] hgse,edtechne [2] enjoy,celebrations Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G5:
Top Replied-To in G8:
Top Replied-To in G9:
Top Replied-To in G10:
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:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: