The graph represents a network of 5,412 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, 10 April 2020 at 13:50 UTC.
The requested start date was Friday, 10 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 1-day, 11-hour, 7-minute period from Wednesday, 08 April 2020 at 12:52 UTC to Friday, 10 April 2020 at 00:00 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 : 5412
Unique Edges : 6974
Edges With Duplicates : 1660
Total Edges : 8634
Number of Edge Types : 4
MentionsInRetweet : 4991
Mentions : 2310
Tweet : 1209
Replies to : 124
Self-Loops : 1209
Reciprocated Vertex Pair Ratio : 0.0434511758293101
Reciprocated Edge Ratio : 0.0832835820895522
Connected Components : 935
Single-Vertex Connected Components : 354
Maximum Vertices in a Connected Component : 2637
Maximum Edges in a Connected Component : 5317
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 6.157406
Graph Density : 0.000228791286753613
Modularity : 0.749763
NodeXL Version : 1.0.1.430
Data Import : The graph represents a network of 5,412 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, 10 April 2020 at 13:50 UTC.
The requested start date was Friday, 10 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 1-day, 11-hour, 7-minute period from Wednesday, 08 April 2020 at 12:52 UTC to Friday, 10 April 2020 at 00:00 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:
[113] #stem,#steam [110] #science,#stem [90] #stem,activities [84] #mathematics,#satexam [84] #satexam,#actexam [83] #actexam,#mathteacher [83] #mathteacher,#teachmath [83] #riddle,#thinking [83] #thinking,#learning [83] #learning,#yks Top Word Pairs in Tweet in G1:
[46] signed,wonderworkshop's [46] wonderworkshop's,free [46] free,virtual [46] virtual,summit [46] summit,april [46] april,17 [46] 17,join [46] join,register [46] register,learn [42] learn,fun Top Word Pairs in Tweet in G2:
[18] #stem,#steam [14] #stem,#stemeducation [13] learn,more [11] #stem,#science [11] #science,#stem [11] #stem,cells [10] #steam,#stem [10] cells,help [10] help,#live [10] #live,longer Top Word Pairs in Tweet in G3:
[27] #stem,#womeninstem [17] day,life [17] life,rosa_rosy_b [17] rosa_rosy_b,currently [17] currently,project [17] project,coordinator [17] coordinator,ilabafrica [17] ilabafrica,strathu [17] strathu,over [16] australian,stem Top Word Pairs in Tweet in G4:
[69] hey,parents [65] dailystem,hey [57] make,simple [57] art,find [57] find,old [57] old,magazines [57] magazines,cut [57] cut,tessellating [57] tessellating,shape [55] shape,cardboard Top Word Pairs in Tweet in G5:
[64] immersive,#ar [64] #ar,application [64] application,coloring [64] coloring,child's [64] child's,books [64] vuforia,enricomolinari [60] enricomolinari,#edtech [60] #edtech,#stem [59] intereactive,immersive [59] books,ty Top Word Pairs in Tweet in G6:
[12] ideas,ss [9] one,belong [9] ozobot,clearbrookhs [9] clearbrookhs,cbhspress [9] cbhspress,clearbrooklib [9] clearbrooklib,#wodb [9] #wodb,#stem [9] #stem,#coding [9] #coding,#ozosquad [9] #stem,teachers Top Word Pairs in Tweet in G7:
[22] looking,#stem [21] resources,activities [18] help,create [18] create,video [18] activities,students [18] students,aged [18] aged,19 [18] 19,years [16] #engineer,struggles [16] struggles,lack Top Word Pairs in Tweet in G8:
[44] #cybersecurity,#infosec [40] #mathematics,#science [40] #science,#stem [40] #stem,#physics [40] #physics,#ibmq [40] #ibmq,#ibmquantum [40] #ibmquantum,#cybersecurity [40] #infosec,#math [40] #math,scientists [40] scientists,driving Top Word Pairs in Tweet in G9:
[11] super,science [9] dream,big [8] encourage,little [8] little,scientist [8] scientist,dream [8] big,#stem [8] #stem,#picturebooks [8] #picturebooks,#booklook2020 [8] #booklook2020,suefliess [8] #stem,creative Top Word Pairs in Tweet in G10:
[25] online,activities [24] share,story [24] story,implementation [24] implementation,#stem [24] #stem,online [24] activities,virtual [24] virtual,classroom [24] classroom,#sdc20 [24] #sdc20,blog [23] scientix_eu,share 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 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: