The graph represents a network of 7,783 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, 13 November 2020 at 15:42 UTC.
The requested start date was Friday, 13 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, 18-minute period from Tuesday, 10 November 2020 at 17:42 UTC to Friday, 13 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 : 7783
Unique Edges : 6341
Edges With Duplicates : 12172
Total Edges : 18513
Number of Edge Types : 5
Mentions : 4443
Retweet : 4623
MentionsInRetweet : 7458
Tweet : 1822
Replies to : 167
Self-Loops : 1918
Reciprocated Vertex Pair Ratio : 0.0427994902293968
Reciprocated Edge Ratio : 0.0820857521132498
Connected Components : 1311
Single-Vertex Connected Components : 504
Maximum Vertices in a Connected Component : 4271
Maximum Edges in a Connected Component : 13260
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 6.079059
Graph Density : 0.000162117165983906
Modularity : 0.51742
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 7,783 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, 13 November 2020 at 15:42 UTC.
The requested start date was Friday, 13 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, 18-minute period from Tuesday, 10 November 2020 at 17:42 UTC to Friday, 13 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:
[244] update,british [244] british,engineering [244] engineering,giant [244] giant,babcock [244] babcock,currently [244] currently,building [244] building,multi [244] multi,million [244] million,pound [244] pound,assembly Top Word Pairs in Tweet in G1:
[55] winning,innovative [55] innovative,technologies [53] #intuwit,winning [49] dmp,2019 [41] dmp,2016 [38] technologies,dmp [38] #science,#stem [32] #stem,#stemed [30] ht,letstalkscience [30] #stemed,#stemeducation Top Word Pairs in Tweet in G2:
[43] #stem,#womeninstem [35] role,models [34] women,stem [27] base11stem,#b11nextfrontier [25] #b11nextfrontier,conference [25] inspiring,fifty [23] #womeninstem,#stem [22] women,historically [22] historically,underrepresented [22] underrepresented,stem Top Word Pairs in Tweet in G3:
[24] #stem,#steam [24] #stem,#stemeducation [13] #science,#stem [13] learn,more [12] #steam,#stem [11] #scienceweek2020,#stem [10] #stemeducation,#stem [10] #stem,#tech [10] #cells,#wallsthattalk [10] #wallsthattalk,#physicaldistancing Top Word Pairs in Tweet in G4:
[92] angelicagallegs,yukarikingdom18 [92] yukarikingdom18,mhall55nine [92] mhall55nine,eoff_sylvia [84] sminaev2015,frisesally [74] arnabch01,sminaev2015 [60] semicvet50,brindusab1 [51] eoff_sylvia,semicvet50 [51] brindusab1,pasqualetotaro [51] intengineering,enricomolinari [51] enricomolinari,#stem Top Word Pairs in Tweet in G5:
[164] 11,11 [82] 11,giveaway [82] giveaway,one [82] one,person [82] person,win [82] win,11 [82] 11,wish [82] wish,#stem [82] #stem,positive [82] positive,book Top Word Pairs in Tweet in G6:
[243] update,british [243] british,engineering [243] engineering,giant [243] giant,babcock [243] babcock,currently [243] currently,building [243] building,multi [243] multi,million [243] million,pound [243] pound,assembly Top Word Pairs in Tweet in G7:
[18] chance,win [17] win,free [15] free,teacher [15] teacher,account [15] #stem,#steam [14] issue,#dailystem [14] #dailystem,kids [12] enter,giveaway [12] giveaway,contest [12] contest,chance Top Word Pairs in Tweet in G8:
[24] micro,bit [24] initiatives,launching [24] launching,apps [24] apps,#datacentersim [24] #datacentersim,intel [18] #delltech,supports [18] supports,#stem [18] #stem,things [18] things,educational [18] educational,initiatives Top Word Pairs in Tweet in G9:
[13] science,week [13] #scienceweek2020,#stem [12] science,clubs [11] #junioreinsteins,#stem [10] junior,einsteins [9] child,enrichment [9] enrichment,community [9] community,online [9] online,stem [9] stem,saturday Top Word Pairs in Tweet in G10:
[9] icymi,big [9] big,first [9] first,faa [9] faa,licensed [9] licensed,orbital [9] orbital,human [9] human,spaceflight [9] spaceflight,launch [9] launch,re [9] re,working Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G9:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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Top Mentioned in G6:
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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:
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Top Tweeters in G5:
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Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: