The graph represents a network of 8,095 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, 12 February 2021 at 15:38 UTC.
The requested start date was Friday, 12 February 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, 11-hour, 44-minute period from Monday, 08 February 2021 at 23:27 UTC to Thursday, 11 February 2021 at 11:12 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 : 8095
Unique Edges : 5843
Edges With Duplicates : 11996
Total Edges : 17839
Number of Edge Types : 5
Retweet : 5436
MentionsInRetweet : 7742
Mentions : 3034
Tweet : 1519
Replies to : 108
Self-Loops : 1575
Reciprocated Vertex Pair Ratio : 0.0319170771756979
Reciprocated Edge Ratio : 0.0618597712580806
Connected Components : 1212
Single-Vertex Connected Components : 439
Maximum Vertices in a Connected Component : 4493
Maximum Edges in a Connected Component : 12237
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 5.963077
Graph Density : 0.000153462412697744
Modularity : 0.537433
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 8,095 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, 12 February 2021 at 15:38 UTC.
The requested start date was Friday, 12 February 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, 11-hour, 44-minute period from Monday, 08 February 2021 at 23:27 UTC to Thursday, 11 February 2021 at 11:12 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:
[985] women,girls [800] international,day [798] girls,science [744] day,women [366] next,generation [283] 24,engineering [281] update,british [281] british,steel [281] steel,investing [281] investing,next Top Word Pairs in Tweet in G1:
[175] #womeninscience,day [146] women,girls [111] day,take [109] women,scientists [109] scientists,still [109] still,underrepresented [109] underrepresented,struggle [109] struggle,recognition [105] recognition,achievements [105] achievements,#womeninscience Top Word Pairs in Tweet in G2:
[132] join,cdc [132] cdc,leaders [132] leaders,chat [132] chat,live [132] live,nasa [132] nasa,astronauts [132] astronauts,drs [132] drs,kate [132] kate,rubins [132] rubins,shannon Top Word Pairs in Tweet in G3:
[76] women,girls [53] international,day [50] day,women [50] girls,science [19] #stem,#steam [18] happy,international [12] #science,#stem [11] #stem,#womeninscience [10] #stem,#stemeducation [10] #womeninscience,#stem Top Word Pairs in Tweet in G4:
[278] update,british [278] british,steel [278] steel,investing [278] investing,next [278] next,generation [278] generation,steelmakers [278] steelmakers,24 [278] 24,engineering [278] engineering,apprenticeships [278] apprenticeships,available Top Word Pairs in Tweet in G5:
[106] steam,team [106] team,offering [106] offering,first [106] first,huge [106] huge,#giveaway [106] #giveaway,2021 [106] 2021,follow [106] follow,enter [106] enter,10 [106] 10,winners Top Word Pairs in Tweet in G6:
[43] international,day [33] women,girls [29] girls,science [28] day,women [19] today,womenscienceday [15] day,#women [11] #women,#girlsinscience [11] #girlsinscience,reaffirm [11] reaffirm,#intgenderchampions [11] #intgenderchampions,commitment Top Word Pairs in Tweet in G7:
[12] #stem,club [10] #stem,clubs [9] girls,#stem [9] design,thinking [8] don,miss [8] miss,week [8] week,#primarystemchat [8] #primarystemchat,#stem [8] clubs,amazing [8] amazing,fimorrison2 Top Word Pairs in Tweet in G8:
[54] carreras,#stem [48] cómo,semana [48] semana,llena [48] llena,#científicas [48] #científicas,carreras [48] #stem,os [48] os,proponemos [48] proponemos,reto [48] reto,#11f2021 [48] #11f2021,ayudáis Top Word Pairs in Tweet in G9:
[121] women,girls [119] girls,science [118] international,day [118] day,women [113] science,physics [113] physics,teacher [113] teacher,charlotte [113] charlotte,grace [113] grace,talks [111] educationgovuk,international Top Word Pairs in Tweet in G10:
[31] international,day [31] day,women [31] women,girls [31] girls,science [27] today,international [21] first,time [21] time,more [21] more,million [21] million,women [21] women,work Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
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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:
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Top Tweeters in G5:
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Top Tweeters in G9:
Top Tweeters in G10: