The graph represents a network of 7,157 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 March 2019 at 23:18 UTC.
The requested start date was Friday, 22 March 2019 at 23:15 UTC and the maximum number of tweets (going backward in time) was 5,000.
The tweets in the network were tweeted over the 1-day, 11-hour, 8-minute period from Wednesday, 20 March 2019 at 23:26 UTC to Friday, 22 March 2019 at 10:34 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 : 7157
Unique Edges : 8431
Edges With Duplicates : 1567
Total Edges : 9998
Self-Loops : 1279
Reciprocated Vertex Pair Ratio : 0.0459994787594475
Reciprocated Edge Ratio : 0.0879531580914414
Connected Components : 1530
Single-Vertex Connected Components : 458
Maximum Vertices in a Connected Component : 2038
Maximum Edges in a Connected Component : 3673
Maximum Geodesic Distance (Diameter) : 34
Average Geodesic Distance : 12.57048
Graph Density : 0.000156729920704462
Modularity : 0.808363
NodeXL Version : 1.0.1.409
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[139] stem,steam [124] check,out [117] stem,education [74] education,stem [73] advancement,stem [73] high,school [72] 2018,bridgeworks [72] bridgeworks,wins [72] wins,ict [72] ict,product Top Word Pairs in Tweet in G1:
[21] stem,steam [19] check,out [13] stem,science [11] stem,stemeducation [10] high,school [10] technology,engineering [9] learn,more [9] science,technology [9] mindsports,マインドスポーツ [8] 6,6 Top Word Pairs in Tweet in G2:
[10] check,out [7] learn,more [6] stealth,way [6] way,kids [6] kids,excited [6] excited,neuroscience [6] neuroscience,backyardbrains [6] backyardbrains,program [6] program,girl [6] girl,now Top Word Pairs in Tweet in G3:
[70] unilever,stem [70] stem,brightfuture [67] brightfuture,awards [67] awards,celebration [67] celebration,day [46] allaboutstem,unilever [23] unileveruki,stem [21] tweet,allaboutstem [21] allaboutstem,brightfuture [21] brightfuture,unileveruki Top Word Pairs in Tweet in G4:
[23] want,hear [23] hear,partnering [23] partnering,w [23] w,emcrbrainau [23] emcrbrainau,prepare [23] prepare,submission [23] submission,re [23] re,emcrs [23] emcrs,mentalhealth [22] emcrforum,want Top Word Pairs in Tweet in G5:
[8] scientists,storytellers [6] stem,education [6] stem,robotics [6] mentors,everything [6] everything,listen [6] listen,fireside [6] fireside,chat [6] chat,honourable [6] honourable,mary_ng [6] mary_ng,mp Top Word Pairs in Tweet in G6:
[11] indigenous,stem [8] learned,today [8] stem,learn [8] learn,parents [8] parents,yegkids [8] banff,springs [8] passionate,indigenous [8] stem,volunteers [8] volunteers,alberta [8] alberta,working Top Word Pairs in Tweet in G7:
[8] stem,robotics [7] nicole,sbitani [7] sbitani,public [7] public,diplomacy [7] diplomacy,officer [7] officer,u [7] u,s [7] s,embassy [7] embassy,nairobi [7] nairobi,kenya Top Word Pairs in Tweet in G8:
[9] days,go [9] go,calling [9] calling,canadian [9] canadian,k20 [9] k20,educators [9] educators,students [9] students,enter [9] enter,11th [9] 11th,classroom [9] classroom,future Top Word Pairs in Tweet in G9:
[8] learn,more [7] miss,webinar [7] webinar,tomorrow [7] tomorrow,stemecosystems [7] stemecosystems,members [7] members,learn [7] more,development [7] development,application [6] stemecosystems,miss [5] entered,8 Top Word Pairs in Tweet in G10:
[16] maxnikenebulahatomsmasher_,7 [16] 7,life [16] life,moves [16] moves,stem [16] stem,zee [16] zee,sun_ [16] sun_,7 [12] calling,teachers [12] teachers,technicians [12] technicians,schools Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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