The graph represents a network of 5,353 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, 03 April 2020 at 13:50 UTC.
The requested start date was Friday, 03 April 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 2-day, 3-hour, 52-minute period from Tuesday, 31 March 2020 at 20:08 UTC to Friday, 03 April 2020 at 00:01 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 : 5353
Unique Edges : 6447
Edges With Duplicates : 2161
Total Edges : 8608
Number of Edge Types : 4
Tweet : 1248
MentionsInRetweet : 4783
Mentions : 2446
Replies to : 131
Self-Loops : 1248
Reciprocated Vertex Pair Ratio : 0.0398998330550918
Reciprocated Edge Ratio : 0.0767378391395088
Connected Components : 1017
Single-Vertex Connected Components : 395
Maximum Vertices in a Connected Component : 2450
Maximum Edges in a Connected Component : 5114
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 6.169814
Graph Density : 0.000217422749128285
Modularity : 0.716024
NodeXL Version : 1.0.1.429
Data Import : The graph represents a network of 5,353 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, 03 April 2020 at 13:50 UTC.
The requested start date was Friday, 03 April 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 2-day, 3-hour, 52-minute period from Tuesday, 31 March 2020 at 20:08 UTC to Friday, 03 April 2020 at 00:01 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:
[201] #science,#stem [147] #stem,#steam [124] #stem,#physics [123] #mathematics,#science [123] #physics,#ibmq [123] #ibmq,#ibmquantum [123] #math,scientists [123] scientists,driving [122] #mathematics,#satexam [122] #satexam,#actexam Top Word Pairs in Tweet in G1:
[25] ø,ø [24] ø,ù [22] ù,ø [18] #stem,#stemeducation [16] #science,#stem [16] #stem,#steam [10] #stem,#science [10] ù,ù [8] #stem,cell [7] #stem,#edtech Top Word Pairs in Tweet in G2:
[14] great,news [13] home,easier [12] home,learning [12] news,mums [12] mums,dads [12] launched,downloadable [12] downloadable,stem [12] stem,lesson [12] lesson,plans [12] plans,make Top Word Pairs in Tweet in G3:
[29] built,fart [29] fart,sensor [29] sensor,arduino [29] arduino,locked [29] locked,home [29] home,used [29] used,mq [29] mq,135 [29] 135,sensor [29] sensor,alcohol Top Word Pairs in Tweet in G4:
[51] hey,parents [45] dailystem,hey [40] free,virtual [40] virtual,summit [39] wonderworkshop's,free [37] summit,april [37] april,17 [37] join,register [37] register,learn [36] signed,wonderworkshop's Top Word Pairs in Tweet in G5:
[22] stop,machine [22] machine,taking [22] taking,job [22] job,need [22] need,key [22] key,skills [22] skills,wef [22] wef,#ai [22] #ai,#ml [22] #ml,#stem Top Word Pairs in Tweet in G6:
[30] angelicagallegs,yukarikingdom18 [30] yukarikingdom18,mhall55nine [30] mhall55nine,eoff_sylvia [25] eoff_sylvia,montynishimura [25] montynishimura,bperrionni [25] bperrionni,semicvet50 [25] semicvet50,brindusab1 [25] brindusab1,ritacobix [20] arnabch01,angelicagallegs [16] #science,#stem Top Word Pairs in Tweet in G7:
[66] #freestuff,tag [66] tag,friends [44] biggest,giveaway [44] giveaway,shark [44] shark,tank [44] tank,entrepreneurs [44] entrepreneurs,#freestuff [37] #sharktank,#stem [29] friends,itâ [24] ht,letstalkscience Top Word Pairs in Tweet in G8:
[18] struggling,entertain [18] entertain,primary [18] primary,school [18] school,aged [18] aged,children [18] children,very [18] very,saturnsheila [18] saturnsheila,running [18] running,interactive [18] interactive,online Top Word Pairs in Tweet in G9:
[76] day,lets [76] lets,go [76] love,paper [76] paper,planes [76] planes,fun [76] fun,#stem [76] #stem,activity [76] activity,exploring [76] exploring,air [76] air,resistance Top Word Pairs in Tweet in G10:
[116] #mathematics,#science [116] #science,#stem [116] #stem,#physics [116] #physics,#ibmq [116] #ibmq,#ibmquantum [116] #math,scientists [116] scientists,driving [81] #ibmquantum,#cybersecurity [81] #cybersecurity,#infosec [76] thomas_harrer,#mathematics 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 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:
Top Mentioned in G2:
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Top Mentioned in G6:
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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: