The graph represents a network of 5,438 Twitter users whose tweets in the requested range contained "#stem", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 12 June 2020 at 14:04 UTC.
The requested start date was Friday, 12 June 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 1-day, 8-hour, 24-minute period from Wednesday, 10 June 2020 at 15:36 UTC to Friday, 12 June 2020 at 00:00 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 : 5438
Unique Edges : 3947
Edges With Duplicates : 7672
Total Edges : 11619
Number of Edge Types : 5
Retweet : 3339
MentionsInRetweet : 4878
Tweet : 1236
Mentions : 2044
Replies to : 122
Self-Loops : 1269
Reciprocated Vertex Pair Ratio : 0.0337859683155512
Reciprocated Edge Ratio : 0.0653635652853792
Connected Components : 1008
Single-Vertex Connected Components : 387
Maximum Vertices in a Connected Component : 2534
Maximum Edges in a Connected Component : 6919
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.864363
Graph Density : 0.000216292774982526
Modularity : 0.546411
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 5,438 Twitter users whose tweets in the requested range contained "#stem", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 12 June 2020 at 14:04 UTC.
The requested start date was Friday, 12 June 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 1-day, 8-hour, 24-minute period from Wednesday, 10 June 2020 at 15:36 UTC to Friday, 12 June 2020 at 00:00 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 : #stem
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 G2:
[27] #science,#stem [20] #stem,#steam [20] #steam,#stem [19] #stem,#stemeducation [18] #stem,cells [18] cells,help [18] help,#live [18] #live,longer [15] longer,governments [15] stop,living Top Word Pairs in Tweet in G3:
[17] women,working [15] working,#stem [15] #1ofthemillion,women [12] proud,#1ofthemillion [12] million,women [12] women,#stem [12] #stem,roles [12] working,core [12] core,#stem [12] roles,uk Top Word Pairs in Tweet in G4:
[101] #science,#technology [63] #edtech,#stem [60] #technology,#education [55] core,mission [51] #science,#jamboree [49] mission,blackgirlscode [35] blackgirlscode,empower [34] empower,black [32] black,girls [29] girls,young Top Word Pairs in Tweet in G5:
[56] honor,#shutdownstem [43] #shutdownstem,#strike4blacklives [43] #strike4blacklives,amplify [40] amplify,two [39] two,programs [39] programs,housed [39] housed,umbc [39] umbc,tremendous [39] tremendous,track [39] itsafronomics,honor Top Word Pairs in Tweet in G6:
[139] enricomolinari,#leadership [136] power,humans [136] humans,ty [136] ty,bestvideosviral [136] bestvideosviral,enricomolinari [136] #leadership,#stem [136] #stem,#motivation [135] #motivation,#ehealth [135] #ehealth,#esport [133] #esport,#medtech Top Word Pairs in Tweet in G7:
[46] hey,parents [25] dailystem,hey [25] mrsbpristem,day [25] parents,haven [25] haven,watched [25] watched,hidden [25] hidden,figures [25] figures,together [25] together,kids [25] kids,waiting Top Word Pairs in Tweet in G8:
[28] enter,win [26] win,dash [23] dash,dot [22] dot,robots [22] robots,accessories [22] accessories,wonderworkshop [22] wonderworkshop,app [22] app,learn [22] learn,code [22] code,challenges Top Word Pairs in Tweet in G9:
[37] much,know [37] know,dr [37] dr,mae [37] mae,jamison [37] jamison,learn [37] learn,more [37] more,emmanuel [37] emmanuel,perrodin [37] perrodin,njoku [36] njoku,over Top Word Pairs in Tweet in G10:
[47] setembre,porta [47] porta,repte [47] repte,l'àmbit [47] l'àmbit,#stem [47] #stem,1r [47] cefireambitctem,setembre [47] 1r,#cefirectem [47] #cefirectem,oferim [47] oferim,recursos [47] recursos,suport Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
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Top Tweeters in G10: