The graph represents a network of 8,023 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, 20 November 2020 at 15:44 UTC.
The requested start date was Friday, 20 November 2020 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 2-day, 7-hour, 19-minute period from Tuesday, 17 November 2020 at 17:41 UTC to Friday, 20 November 2020 at 01:00 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 : 8023
Unique Edges : 6331
Edges With Duplicates : 10329
Total Edges : 16660
Number of Edge Types : 5
Tweet : 1937
Retweet : 4350
MentionsInRetweet : 6333
Mentions : 3865
Replies to : 175
Self-Loops : 2009
Reciprocated Vertex Pair Ratio : 0.0479741763134461
Reciprocated Edge Ratio : 0.0915560276155072
Connected Components : 1528
Single-Vertex Connected Components : 611
Maximum Vertices in a Connected Component : 3808
Maximum Edges in a Connected Component : 10233
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 6.08189
Graph Density : 0.000146285363262992
Modularity : 0.54641
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 8,023 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, 20 November 2020 at 15:44 UTC.
The requested start date was Friday, 20 November 2020 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 2-day, 7-hour, 19-minute period from Tuesday, 17 November 2020 at 17:41 UTC to Friday, 20 November 2020 at 01:00 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 Entire Graph:
[225] happy,#lgbtqstemday [178] #stem,#steam [176] work,#stem [168] #lgbtqstemday,everyone [166] thestemvillage,happy [165] everyone,re [165] re,#lgbtq [165] #lgbtq,work [165] #stem,study [165] study,stem Top Word Pairs in Tweet in G1:
[30] #stem,#stemeducation [20] learn,more [19] #stem,#steam [17] #science,#stem [15] #stem,#education [12] #stem,#science [12] science,technology [11] #ハチャメチャ声優ユニット,#stem [11] 2020,11 [11] 11,13 Top Word Pairs in Tweet in G2:
[26] dmp,2019 [25] #stem,#stemeducation [24] sexual,minorities [22] know,women [22] women,racial [22] racial,minorities [22] minorities,underrepresented [22] underrepresented,#stem [22] #stem,sexual [21] sansoneecon,know Top Word Pairs in Tweet in G3:
[26] announce,2021 [26] 2021,aaas [26] aaas,subaru [26] subaru,sb [26] sb,prize [26] prize,excellence [26] excellence,science [25] women,#stem [25] science,books [25] books,finalists Top Word Pairs in Tweet in G4:
[50] #ai,#robotics [37] #iot,#5g [36] #learntocode,building [36] building,robot [36] robot,mt [36] mt,segundoatdell [36] segundoatdell,petoicamp [36] petoicamp,#robots [36] #robots,#100daysofcode [36] #100daysofcode,#iot Top Word Pairs in Tweet in G5:
[166] happy,#lgbtqstemday [153] thestemvillage,happy [152] #lgbtqstemday,everyone [152] everyone,re [152] re,#lgbtq [152] #lgbtq,work [152] work,#stem [152] #stem,study [152] study,stem [152] stem,subject Top Word Pairs in Tweet in G6:
[51] happy,#lgbtstemday [47] #stem,fields [45] #lgbtq,community [45] community,#stem [45] fields,re [45] re,proud [43] outinstem,happy [33] #lgbtstemday,#lgbtqstemday [30] #lgbtqstemday,#lgbtq [30] proud,one Top Word Pairs in Tweet in G7:
[143] ملتقى,#stem [143] #stem,الافتراضي [143] الافتراضي,الأول [142] قبل,قليل [142] قليل,في [142] في,افتتاح [142] افتتاح,فعاليات [142] فعاليات,ملتقى [142] الأول,مدير [142] مدير,عام Top Word Pairs in Tweet in G8:
[33] enter,win [33] win,dash [33] dash,dot [33] dot,robots [33] robots,accessories [33] accessories,wonderworkshop [33] wonderworkshop,app [33] app,learn [33] learn,code [33] code,challenges Top Word Pairs in Tweet in G9:
[11] enquiring,science [11] science,logos [8] enquiry,types [8] logos,right [6] calling,secondary [6] secondary,schools [6] schools,doing [6] doing,wed [6] wed,2nd [6] 2nd,dec Top Word Pairs in Tweet in G10:
[17] #whatarecibomeanstome,story [17] story,familiar [17] familiar,many [17] many,college [17] college,girl [17] girl,#stem [17] #stem,physics [17] physics,classes [17] classes,felt [16] tbeckaa,#whatarecibomeanstome Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: