The graph represents a network of 7,701 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, 29 January 2021 at 15:40 UTC.
The requested start date was Friday, 29 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 6-day, 9-hour, 55-minute period from Friday, 22 January 2021 at 15:05 UTC to Friday, 29 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 : 7701
Unique Edges : 6196
Edges With Duplicates : 11464
Total Edges : 17660
Number of Edge Types : 5
Retweet : 4832
MentionsInRetweet : 7178
Mentions : 3575
Tweet : 1904
Replies to : 171
Self-Loops : 1985
Reciprocated Vertex Pair Ratio : 0.041231564215739
Reciprocated Edge Ratio : 0.0791976840363937
Connected Components : 1316
Single-Vertex Connected Components : 498
Maximum Vertices in a Connected Component : 4018
Maximum Edges in a Connected Component : 12005
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 5.670254
Graph Density : 0.000163109193105297
Modularity : 0.526629
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 7,701 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, 29 January 2021 at 15:40 UTC.
The requested start date was Friday, 29 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 6-day, 9-hour, 55-minute period from Friday, 22 January 2021 at 15:05 UTC to Friday, 29 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:
[343] #stem,#stemeducation [170] simple,paper [166] experimenting,simple [166] paper,robots [166] robots,one [166] one,ticklish [166] ticklish,#microbit [166] #microbit,#stem [165] jrflorentine,experimenting [161] #stem,#steam Top Word Pairs in Tweet in G1:
[40] big,foot [31] liftoff,#spacemoms [31] #spacemoms,available [31] available,hope [31] hope,moving [31] moving,true [31] true,story [31] story,working [31] working,mom [31] mom,rocket Top Word Pairs in Tweet in G2:
[44] technology,#stem [19] #stem,education [19] weather,changes [19] changes,use [19] use,around [19] around,build [19] build,strong [19] strong,foundation [19] foundation,science [19] science,students Top Word Pairs in Tweet in G3:
[30] #stem,#steam [23] #stem,#stemeducation [23] learn,more [13] #stem,#education [11] #steam,#stem [9] #stem,#science [8] #science,#stem [7] gt,gt [7] computer,science [7] #cafyir,#stem Top Word Pairs in Tweet in G4:
[41] free,class [40] book,free [40] wef,enricomolinari [31] class,visit [25] world's,highly [25] highly,educated [25] educated,migrants [25] migrants,come [25] come,#education [25] #education,wef Top Word Pairs in Tweet in G5:
[212] #stem,#stemeducation [164] experimenting,simple [164] simple,paper [164] paper,robots [164] robots,one [164] one,ticklish [164] ticklish,#microbit [164] #microbit,#stem [163] jrflorentine,experimenting [49] #maker,#makered Top Word Pairs in Tweet in G6:
[59] undergrads,apply [59] apply,feb [59] feb,10th [59] 10th,spend [59] spend,summer [59] summer,smithsonian [59] smithsonian,nmnh's [59] nmnh's,nsf [59] nsf,#reu [59] #reu,site Top Word Pairs in Tweet in G7:
[68] 100,days [67] #100daysofcode,#bwiai [59] days,code [50] code,day [50] #recipes,#100daysofcode [36] #bwiai,#python [33] #tech,#robotics [32] #python,#tech [32] knowledge,transfer [27] #education,#science Top Word Pairs in Tweet in G8:
[144] #dei,#stem [143] lorelleespinosa,hiring [143] hiring,sloanfoundation [143] sloanfoundation,looking [143] looking,early [143] early,career [143] career,scholar [143] scholar,type [143] type,focused [143] focused,#dei Top Word Pairs in Tweet in G9:
[10] #stem,#stemeducation [7] michela,muñoz [7] muñoz,ingeniera [7] ingeniera,primera [7] primera,#stemita [7] #stemita,anima [7] anima,zambullirnos [7] zambullirnos,ciencias [7] explorer,maybe [7] maybe,pioneer Top Word Pairs in Tweet in G10:
[4] #stem,sthree [4] sthree,analyst [4] analyst,presentation [4] presentation,given [4] given,25 [4] 25,21 [4] 21,chartering [4] chartering,path [4] path,become [4] become,#1 Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
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:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
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:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: