The graph represents a network of 6,962 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, 22 January 2021 at 15:40 UTC.
The requested start date was Friday, 22 January 2021 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, 8-hour, 33-minute period from Tuesday, 19 January 2021 at 16:27 UTC to Friday, 22 January 2021 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 : 6962
Unique Edges : 5486
Edges With Duplicates : 11373
Total Edges : 16859
Number of Edge Types : 5
Retweet : 4836
MentionsInRetweet : 6936
Mentions : 3155
Tweet : 1753
Replies to : 179
Self-Loops : 1824
Reciprocated Vertex Pair Ratio : 0.0444703143189756
Reciprocated Edge Ratio : 0.0851538118591173
Connected Components : 1097
Single-Vertex Connected Components : 441
Maximum Vertices in a Connected Component : 3946
Maximum Edges in a Connected Component : 12127
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 6.145545
Graph Density : 0.000185132903428264
Modularity : 0.50894
NodeXL Version : 1.0.1.442
Data Import : The graph represents a network of 6,962 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, 22 January 2021 at 15:40 UTC.
The requested start date was Friday, 22 January 2021 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, 8-hour, 33-minute period from Tuesday, 19 January 2021 at 16:27 UTC to Friday, 22 January 2021 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:
[150] #stem,#womenwhocode [147] more,women [146] need,more [144] #girlswhocode,#stem [140] women,creating [140] creating,tech [140] tech,content [140] content,#girlswhocode [139] carriepresley15,need [117] #stem,#steam Top Word Pairs in Tweet in G1:
[31] #science,#stem [30] ht,letstalkscience [30] #stem,#stemed [21] #stem,#steam [21] #stemed,#stemeducation [20] teach,students [20] #stemeducation,#smartvideo [17] human,body [16] weather,changes [16] changes,use Top Word Pairs in Tweet in G2:
[57] #100daysofcode,#bwiai [56] become,member [56] member,today [56] today,membership [56] membership,open [56] open,#100daysofcode [56] #bwiai,#artificialintelligence [54] blackwomeninai,become [54] #artificialintelligence,#c [51] free,class Top Word Pairs in Tweet in G3:
[28] #stem,#womeninstem [26] #womenintech,#stem [23] women,#stem [19] learn,more [19] below,#stem [19] #stem,#tech [19] women,stem [18] #stem,careers [18] #stem,#diversity [17] alice,cyberspace Top Word Pairs in Tweet in G4:
[20] #stem,#stemeducation [16] learn,more [16] #math,#stem [15] #stem,#science [14] #stem,#steam [9] #stem,#education [8] #steam,#stem [7] #science,#stem [7] more,information [7] #education,#stem Top Word Pairs in Tweet in G5:
[53] junior,einsteins [38] creating,business [38] business,owners [36] owners,create [36] create,jobs [36] science,camps [36] camps,science [36] science,parties [35] parties,school [33] school,#science Top Word Pairs in Tweet in G6:
[44] applications,open [43] #februaryexplore,free [42] stemettes,invite [42] invite,#februaryexplore [42] free,sessions [42] sessions,exploring [42] exploring,#stem [37] stemettes,applications [25] transportgovuk,stemettes [25] #stem,career Top Word Pairs in Tweet in G7:
[51] year,old [48] matrix,heroes [48] jack,eats [48] eats,gen [48] gen,mod [48] mod,seed [46] nikkivogel1,matrix [44] heroes,instead [44] instead,trading [44] trading,family Top Word Pairs in Tweet in G8:
[17] #stem,#steam [11] notes,feature [10] ok,discovered [10] discovered,tinkercad [10] tinkercad,notes [10] feature,ss [10] ss,label [10] label,blueprints [10] blueprints,ts [10] ts,provide Top Word Pairs in Tweet in G9:
[132] need,more [132] more,women [132] women,creating [132] creating,tech [132] tech,content [132] content,#girlswhocode [132] #girlswhocode,#stem [132] #stem,#womenwhocode [131] carriepresley15,need Top Word Pairs in Tweet in G10:
[16] miss,live [16] live,#stem [16] #stem,chat [16] chat,steelers [16] steelers,quarterback [16] quarterback,josh_dobbs1 [16] josh_dobbs1,space_station [16] space_station,astronauts [16] astronauts,catch [16] catch,replay Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G5:
Top Replied-To in G7:
Top Replied-To in G8:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
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Top Mentioned in G6:
Top Mentioned in G7:
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Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G5:
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Top Tweeters in G9:
Top Tweeters in G10: