The graph represents a network of 7,811 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, 23 October 2020 at 14:26 UTC.
The requested start date was Friday, 23 October 2020 at 00:01 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, 5-hour, 29-minute period from Tuesday, 20 October 2020 at 14:15 UTC to Thursday, 22 October 2020 at 19:45 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 : 7811
Unique Edges : 5788
Edges With Duplicates : 11211
Total Edges : 16999
Number of Edge Types : 5
Retweet : 4611
MentionsInRetweet : 6596
Mentions : 3784
Tweet : 1837
Replies to : 171
Self-Loops : 1924
Reciprocated Vertex Pair Ratio : 0.0449451052150046
Reciprocated Edge Ratio : 0.0860238590346941
Connected Components : 1358
Single-Vertex Connected Components : 521
Maximum Vertices in a Connected Component : 4069
Maximum Edges in a Connected Component : 11364
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 6.286353
Graph Density : 0.000149777284767485
Modularity : 0.525587
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 7,811 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, 23 October 2020 at 14:26 UTC.
The requested start date was Friday, 23 October 2020 at 00:01 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, 5-hour, 29-minute period from Tuesday, 20 October 2020 at 14:15 UTC to Thursday, 22 October 2020 at 19:45 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:
[239] next,generation [200] bae,systems [200] systems,investing [200] taking,800 [200] 800,apprentices [199] investing,next [199] generation,british [199] british,engineers [199] engineers,taking [199] apprentices,recruiting Top Word Pairs in Tweet in G1:
[26] #stem,#steam [22] #stem,#stemeducation [18] learn,more [16] #stem,#science [15] #science,#stem [11] #teachers,#stem [10] challenge,stereotypes [10] stereotypes,check [10] check,list [10] list,amazing Top Word Pairs in Tweet in G2:
[29] technology,#stem [23] learn,more [19] #stem,#steam [13] #steam,#stem [12] #stem,#womeninstem [11] #stem,learning [11] due,11 [11] 20,grantgeek [10] #stem,#stemeducation [9] #science,#stem Top Word Pairs in Tweet in G3:
[53] try,hour [46] #stem,#futureofwork [41] trial,class [39] loves,#coding [39] hour,coding [38] coding,trial [37] #ai,#stem [34] #codingcult,#codenewbies [32] #adalovelaceday,pleasure [32] pleasure,host Top Word Pairs in Tweet in G4:
[35] half,term [34] #stem,#womeninstem [34] join,stemettes [34] series,sessions [34] sessions,exploring [34] exploring,stem [34] stem,careers [34] careers,advice [34] advice,opportunities [30] role,models Top Word Pairs in Tweet in G5:
[26] build,make [26] make,latest [26] latest,book [26] book,build [26] build,land [26] land,vehicles [26] vehicles,watercraft [26] watercraft,flying [26] flying,machines [26] machines,robots Top Word Pairs in Tweet in G6:
[7] do_kinder,drumeshprabhu [7] drumeshprabhu,talal_al_shamri [7] talal_al_shamri,jeremyfarrar [7] jeremyfarrar,ukri_ceo [7] ukri_ceo,speakupatwork [7] speakupatwork,laura_corbeth [7] laura_corbeth,matthijsseamy [6] braincures,do_kinder [6] matthijsseamy,fit4duty_e [6] #ant,#ants Top Word Pairs in Tweet in G7:
[196] bae,systems [196] systems,investing [196] investing,next [196] next,generation [196] generation,british [196] british,engineers [196] engineers,taking [196] taking,800 [196] 800,apprentices [196] apprentices,recruiting Top Word Pairs in Tweet in G8:
[14] #stem,news [13] #stcc,#stem [11] news,stcc [10] #massstemweek,#seeyourselfinstem [10] #seeyourselfinstem,#macommunitycolleges [10] #stem,week [10] gordon,mitchell [10] mitchell,school's [10] school's,east [10] east,bridgewater Top Word Pairs in Tweet in G9:
[21] re,highlighting [21] highlighting,#trailblazing [21] #trailblazing,female [21] female,chemists [21] chemists,#nationalchemistryweek [21] #nationalchemistryweek,starting [21] starting,marie [21] marie,maynard [21] maynard,daly [20] techbridgegirls,re Top Word Pairs in Tweet in G10:
[95] intelino,smart [95] smart,toy [95] toy,train [95] train,built [48] giveaway,featuring [48] featuring,intelino [48] built,smart [48] smart,technology [48] technology,including [48] including,optical Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: