The graph represents a network of 1,062 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, 28 May 2022 at 01:15 UTC.
The requested start date was Saturday, 28 May 2022 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 114-day, 14-hour, 32-minute period from Tuesday, 01 February 2022 at 09:53 UTC to Friday, 27 May 2022 at 00:26 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 : 1062
Unique Edges : 939
Edges With Duplicates : 2020
Total Edges : 2959
Number of Edge Types : 5
Retweet : 714
MentionsInRetweet : 1033
Tweet : 217
Mentions : 858
Replies to : 137
Self-Loops : 225
Reciprocated Vertex Pair Ratio : 0.0733056708160443
Reciprocated Edge Ratio : 0.13659793814433
Connected Components : 124
Single-Vertex Connected Components : 36
Maximum Vertices in a Connected Component : 630
Maximum Edges in a Connected Component : 2266
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 5.67038
Graph Density : 0.00137737379546354
Modularity : 0.457544
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1,062 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, 28 May 2022 at 01:15 UTC.
The requested start date was Saturday, 28 May 2022 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 114-day, 14-hour, 32-minute period from Tuesday, 01 February 2022 at 09:53 UTC to Friday, 27 May 2022 at 00:26 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:
[123] teaching,resources [123] resources,website [120] #stem,teaching [114] launched,#stem [114] website,collection [114] collection,free [114] free,easy [114] easy,access [114] access,materials [114] materials,educators Top Word Pairs in Tweet in G1:
[68] vmcc_scienceed,nuigalway [57] edtechne,vmcc_scienceed [37] ml_mcn,edtechne [27] nuigalway,congratulations [20] many,thanks [20] vmcc_scienceed,edtechne [17] well,done [14] congratulations,dr [14] looking,forward [11] research,project Top Word Pairs in Tweet in G2:
[95] teaching,resources [95] resources,website [92] #stem,teaching [91] educators,use [91] use,engage [86] ve,launched [86] launched,#stem [86] website,collection [86] collection,free [86] free,easy Top Word Pairs in Tweet in G3:
[26] #prideandexcellence,#phearce [22] #phearce,#scienceed [22] openscied,#prideandexcellence [19] #scienceed,#ngss [19] science,natural [19] natural,response [19] response,curiosity [19] best,hands [19] hands,outdoors [14] book,talks Top Word Pairs in Tweet in G4:
[35] created,several [35] several,years [35] years,ago [35] ago,explain [35] explain,concept [35] concept,#phylogeny [35] #phylogeny,class [35] class,#easterbunnies [35] #easterbunnies,come [34] el_bamforth,created Top Word Pairs in Tweet in G5:
[16] patterson,williams [15] prof,alexis [15] alexis,patterson [15] williams,drapw15 [15] drapw15,won [15] won,start [15] start,award [15] award,ucd_diversity [15] ucd_diversity,fund [15] fund,project Top Word Pairs in Tweet in G6:
[21] south,atlantic [21] atlantic,transect [13] following,#exp390 [13] #exp390,south [13] transect,icymi [13] icymi,here's [13] here's,#exp390story [13] #exp390story,videos [13] videos,created [13] created,outreach Top Word Pairs in Tweet in G7:
[12] honored,part [12] part,natgeoeducation [12] natgeoeducation,team [12] team,created [12] created,online [12] online,course [12] course,teachers [12] teachers,storytelling [12] storytelling,impact [11] cinehead,honored Top Word Pairs in Tweet in G8:
[4] #scienceed,#scichat [3] #science,#scienceed [3] #montessoribiology,#scienceed [3] #scienceed,#lifesciences [3] #lifesciences,#blendedlearning [3] #blendedlearning,#elearning [3] #elearning,#homeschool [3] come,work [3] ed,association [3] association,science Top Word Pairs in Tweet in G9:
[26] nigms,recently [26] recently,launched [26] launched,#stem [26] #stem,teaching [26] teaching,resources [26] resources,website [26] website,collection [26] collection,free [26] free,easy [26] easy,access Top Word Pairs in Tweet in G10:
[13] help,tag [13] tag,one [13] one,#teacher [13] #teacher,interested [13] interested,having [13] having,students [13] students,paired [13] paired,#stempenpals [12] letterspresci,help [8] stem,teachers Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
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: