The graph represents a network of 8,190 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, 26 February 2021 at 15:40 UTC.
The requested start date was Friday, 26 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, 6-hour, 34-minute period from Tuesday, 23 February 2021 at 18:24 UTC to Friday, 26 February 2021 at 00:59 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 : 8190
Unique Edges : 6580
Edges With Duplicates : 11715
Total Edges : 18295
Number of Edge Types : 5
Retweet : 5002
MentionsInRetweet : 7656
Tweet : 1737
Mentions : 3726
Replies to : 174
Self-Loops : 1811
Reciprocated Vertex Pair Ratio : 0.0362239297475302
Reciprocated Edge Ratio : 0.0699152542372881
Connected Components : 1338
Single-Vertex Connected Components : 470
Maximum Vertices in a Connected Component : 4054
Maximum Edges in a Connected Component : 11774
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 5.643074
Graph Density : 0.000154828143593561
Modularity : 0.543674
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 8,190 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, 26 February 2021 at 15:40 UTC.
The requested start date was Friday, 26 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, 6-hour, 34-minute period from Tuesday, 23 February 2021 at 18:24 UTC to Friday, 26 February 2021 at 00:59 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:
[199] mijn,#stem [196] hierbij,gaat [196] gaat,mijn [196] #stem,definitief [196] definitief,naar [196] naar,partij [196] partij,waar [196] waar,ik [196] ik,nooit [196] nooit,verwacht Top Word Pairs in Tweet in G1:
[36] #stem,#womeninstem [30] #womeninstem,#stem [30] introduce,girl [30] #nisf21,#diversity [29] #stem,#steam [28] girl,engineering [28] engineering,day [28] #diversity,#inclusion [27] furkankarayel,diversein [26] #stem,#science Top Word Pairs in Tweet in G2:
[28] #steam,#stem [26] #stem,#steam [18] #stem,#science [16] mujeres,científicas [16] científicas,relegadas [16] relegadas,desigualdad [16] desigualdad,género [16] género,datos [16] datos,organización [16] organización,naciones Top Word Pairs in Tweet in G3:
[28] #stem,#stemeducation [26] #stem,#steam [15] learn,more [11] #stem,#science [9] high,school [9] #science,#stem [8] #steam,#stem [8] raj,little [8] little,boy [8] ages,#kindle Top Word Pairs in Tweet in G4:
[71] #100daysofcode,#python [70] #python,#data [70] #data,#womeninstem [57] artificial,intelligence [50] #bwiai,#100daysofcode [50] twitter,chat [50] chat,#aichat [50] #aichat,host [50] closing,skills [50] skills,gap Top Word Pairs in Tweet in G5:
[197] mijn,#stem [196] hierbij,gaat [196] gaat,mijn [196] #stem,definitief [196] definitief,naar [196] naar,partij [196] partij,waar [196] waar,ik [196] ik,nooit [196] nooit,verwacht Top Word Pairs in Tweet in G6:
[12] #stem,#steam [10] girls,pursue [9] explore,nasapersevere [8] #stem,#stemeducation [8] object,viewer [7] best,value [7] value,#coding [7] #coding,#robot [7] #robot,durable [7] durable,loose Top Word Pairs in Tweet in G7:
[25] african,american [10] #stem,#science [9] high,school [7] #science,#stem [6] mary,jackson [6] nasa,#scichat [6] lewis,latimer [6] latimer,african [6] american,inventor [6] inventor,electrical Top Word Pairs in Tweet in G8:
[73] grant,#womeninscience [73] #womeninscience,equal [73] equal,rights [73] rights,recognition [73] recognition,access [73] access,capital [73] capital,resources [73] resources,close [73] close,gender [73] gender,gap Top Word Pairs in Tweet in G9:
[9] rachaellehr,primarystemchat [8] #stem,learning [5] circuitmess,nibble [5] nibble,diy [5] diy,game [5] game,console [5] console,perfect [5] perfect,tool [5] tool,home [5] home,#stem Top Word Pairs in Tweet in G10:
[18] many,women [17] help,show [17] show,girls [17] girls,many [17] women,#engineering [17] #engineering,engineers [17] engineers,tweet [17] tweet,photo [17] photo,video [17] video,yourself Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
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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 Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G3:
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Top Tweeters in G9:
Top Tweeters in G10: