The graph represents a network of 945 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, 21 May 2022 at 01:15 UTC.
The requested start date was Saturday, 21 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 107-day, 2-hour, 21-minute period from Tuesday, 01 February 2022 at 09:53 UTC to Thursday, 19 May 2022 at 12:15 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 : 945
Unique Edges : 834
Edges With Duplicates : 1792
Total Edges : 2626
Number of Edge Types : 5
Mentions : 769
Retweet : 626
MentionsInRetweet : 903
Tweet : 194
Replies to : 134
Self-Loops : 201
Reciprocated Vertex Pair Ratio : 0.0731517509727626
Reciprocated Edge Ratio : 0.13633067440174
Connected Components : 115
Single-Vertex Connected Components : 34
Maximum Vertices in a Connected Component : 528
Maximum Edges in a Connected Component : 1957
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 5.375212
Graph Density : 0.00154582548650345
Modularity : 0.458312
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 945 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, 21 May 2022 at 01:15 UTC.
The requested start date was Saturday, 21 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 107-day, 2-hour, 21-minute period from Tuesday, 01 February 2022 at 09:53 UTC to Thursday, 19 May 2022 at 12:15 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:
[92] teaching,resources [92] resources,website [89] #stem,teaching [88] ve,launched [88] launched,#stem [88] website,collection [88] collection,free [88] free,easy [88] easy,access [88] access,materials 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 [16] vmcc_scienceed,edtechne [15] well,done [13] congratulations,dr [13] looking,forward [11] research,project Top Word Pairs in Tweet in G2:
[90] teaching,resources [90] resources,website [87] #stem,teaching [86] ve,launched [86] launched,#stem [86] website,collection [86] collection,free [86] free,easy [86] easy,access [86] access,materials Top Word Pairs in Tweet in G3:
[26] #prideandexcellence,#phearce [22] #phearce,#scienceed [22] openscied,#prideandexcellence [19] #scienceed,#ngss [14] book,talks [14] #mathed,#scienceed [12] andrewsinst_tcu,meet [11] scienceed,nodexl [11] nodexl,vmcc_scienceed [10] #scienceed,#stem 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:
[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 G7:
[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 G8:
[4] #scienceed,#scichat [3] #montessoribiology,#scienceed [3] #scienceed,#lifesciences [3] #lifesciences,#blendedlearning [3] #blendedlearning,#elearning [3] #elearning,#homeschool [3] come,work [2] #scienceed,#environmentalscience [2] #science,#scienceed [2] #scienceteacher,#scienceed Top Word Pairs in Tweet in G9:
[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 [5] calling,#middleschool Top Word Pairs in Tweet in G10:
[14] highly,recommend [14] ngss,ls [11] biologists,kispride [11] kispride,highly [11] recommend,book [10] book,researching [10] internal,external [9] #steam,#k12 [9] #k12,#ngss [9] #ngss,#scienceed Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
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:
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: