The graph represents a network of 5,409 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, 03 July 2020 at 14:04 UTC.
The requested start date was Friday, 03 July 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, 14-hour, 41-minute period from Wednesday, 01 July 2020 at 09:18 UTC to Friday, 03 July 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 : 5409
Unique Edges : 3973
Edges With Duplicates : 7943
Total Edges : 11916
Number of Edge Types : 5
Mentions : 2508
Retweet : 3225
MentionsInRetweet : 4787
Tweet : 1272
Replies to : 124
Self-Loops : 1344
Reciprocated Vertex Pair Ratio : 0.0410356619443087
Reciprocated Edge Ratio : 0.0788362271234162
Connected Components : 927
Single-Vertex Connected Components : 351
Maximum Vertices in a Connected Component : 2665
Maximum Edges in a Connected Component : 7521
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 6.070757
Graph Density : 0.00021855011535672
Modularity : 0.532173
NodeXL Version : 1.0.1.437
Data Import : The graph represents a network of 5,409 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, 03 July 2020 at 14:04 UTC.
The requested start date was Friday, 03 July 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, 14-hour, 41-minute period from Wednesday, 01 July 2020 at 09:18 UTC to Friday, 03 July 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 Entire Graph:
[206] 15,yıla [206] yıla,yakındır [206] yakındır,uygulanan [206] uygulanan,stem [206] stem,eğitimi [206] eğitimi,öğrencilere [206] öğrencilere,yaparak [206] yaparak,yaşayarak [206] yaşayarak,öğrenme [206] öğrenme,olanağı Top Word Pairs in Tweet in G1:
[19] #stem,#stemeducation [15] #stem,#steam [11] #stem,#science [11] 15,yıla [11] yıla,yakındır [11] yakındır,uygulanan [11] uygulanan,stem [11] stem,eğitimi [11] eğitimi,öğrencilere [11] öğrencilere,yaparak Top Word Pairs in Tweet in G2:
[21] girls,interested [20] interested,#stem [20] #stem,told [20] told,inherited [20] inherited,male [20] male,brain [20] brain,dfla_official [20] dfla_official,changing [20] changing,showcasing [19] lindiweem,girls Top Word Pairs in Tweet in G3:
[68] #science,#stem [31] #snrtg,#stem [21] #jaminchavez,#orionnetproject [20] #orionnetproject,#orionnetproject [18] #stem,#stressrelief [17] #stem,#stemeducation [17] #technerdculture,#whitenoise [14] #stressrelief,#technerdculture [13] junior,einsteins [12] united,nations Top Word Pairs in Tweet in G4:
[19] #job,posted [19] posted,nouvelle [19] nouvelle,offre [19] offre,d'#emploi [19] d'#emploi,#stgm [19] #stgm,#numérique [19] #numérique,#recrutement [13] first,time [11] #stem,#stemeducation [11] problem,solving Top Word Pairs in Tweet in G5:
[154] 15,yıla [154] yıla,yakındır [154] yakındır,uygulanan [154] uygulanan,stem [154] stem,eğitimi [154] eğitimi,öğrencilere [154] öğrencilere,yaparak [154] yaparak,yaşayarak [154] yaşayarak,öğrenme [154] öğrenme,olanağı Top Word Pairs in Tweet in G6:
[48] enter,win [48] win,dash [48] dash,dot [48] dot,robots [48] robots,accessories [48] accessories,wonderworkshop [48] wonderworkshop,app [48] app,learn [48] learn,code [48] code,challenges Top Word Pairs in Tweet in G7:
[39] #stem,#stemeducation [38] #quiz,#contest [36] #contest,#happinessreservesfoundation [33] #happinessreservesfoundation,hrfahmedabad [32] #robotics,#stem [31] #stemeducation,#quiz [30] mercury,#robotics [23] hello,people [21] #answer,#question [21] hrfahmedabad,hello Top Word Pairs in Tweet in G8:
[31] ty,fieraingenieria [31] fieraingenieria,enricomolinari [31] enricomolinari,#ehealth [28] solid,#leadership [28] #leadership,ty [28] #ehealth,#esport [28] #esport,#brand [28] #brand,#edtech [28] #edtech,#marketing [28] #marketing,#cx Top Word Pairs in Tweet in G9:
[12] rachaellehr,kjpips [9] primarystemchat,rachaellehr [8] #stem,picture [8] picture,books [7] examples,#stem [7] books,#primarystemchat [6] ponderingdan,claireseldon_ed [6] claireseldon_ed,lv2teachntravel [6] lv2teachntravel,yeates_mark [6] yeates_mark,bennewsome_ Top Word Pairs in Tweet in G10:
[14] take,look [10] looking,ideas [10] ideas,show [10] show,students [10] students,career [10] career,#stem [10] #stem,take [10] look,free [10] free,careers [10] careers,posters Top Replied-To in Entire Graph:
Top Replied-To in G2:
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Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G9:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G7:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G3:
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Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
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Top Tweeters in G10: