The graph represents a network of 5,381 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, 31 July 2020 at 14:10 UTC.
The requested start date was Friday, 31 July 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, 13-hour, 55-minute period from Tuesday, 28 July 2020 at 19:46 UTC to Thursday, 30 July 2020 at 09:41 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 : 5381
Unique Edges : 3863
Edges With Duplicates : 7743
Total Edges : 11606
Number of Edge Types : 5
Retweet : 3433
MentionsInRetweet : 4878
Tweet : 1138
Mentions : 2042
Replies to : 115
Self-Loops : 1206
Reciprocated Vertex Pair Ratio : 0.0332646919055916
Reciprocated Edge Ratio : 0.0643875517399969
Connected Components : 801
Single-Vertex Connected Components : 313
Maximum Vertices in a Connected Component : 3188
Maximum Edges in a Connected Component : 8243
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 6.062343
Graph Density : 0.000225321228693275
Modularity : 0.547484
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 5,381 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, 31 July 2020 at 14:10 UTC.
The requested start date was Friday, 31 July 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, 13-hour, 55-minute period from Tuesday, 28 July 2020 at 19:46 UTC to Thursday, 30 July 2020 at 09:41 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:
[785] playing,field [783] honored,receive [783] receive,3m [783] 3m,donation [783] donation,mackenzie [783] mackenzie,scott [783] scott,push [783] push,efforts [783] efforts,leveling [783] leveling,playing Top Word Pairs in Tweet in G1:
[778] honored,receive [778] receive,3m [778] 3m,donation [778] donation,mackenzie [778] mackenzie,scott [778] scott,push [778] push,efforts [778] efforts,leveling [778] leveling,playing [778] playing,field Top Word Pairs in Tweet in G2:
[67] #science,#stem [29] #snrtg,#stem [26] #science,#math [19] #jaminchavez,#orionnetproject [18] #stem,#education [16] #technerdculture,#whitenoise [15] recreating,#gaming [15] #gaming,console [15] console,scrap [15] scrap,materials Top Word Pairs in Tweet in G3:
[36] #socialdistancing,#covid19 [34] #covid19,two [34] two,main [33] #cells,#walls [33] #walls,talk [33] talk,#socialdistancing [30] main,characters [23] stem,careers [20] characters,#movie [17] those,university Top Word Pairs in Tweet in G4:
[21] #stem,#stemeducation [9] learn,more [9] forced,yes [9] whether,re [9] re,66 [9] 66,always [9] always,more [9] more,learn [9] learn,world [9] world,#stem Top Word Pairs in Tweet in G5:
[92] ty,techamazing [92] techamazing,enricomolinari [49] crack,stone [49] stone,part [49] part,worlds [49] worlds,during [49] during,#ir4 [49] #ir4,#industry40 [49] #industry40,ty [49] enricomolinari,#ai Top Word Pairs in Tweet in G6:
[11] rachaellehr,jessechambers_ [9] join,guest [9] guest,host [9] host,jessechambers_ [9] jessechambers_,#primarystemchat [9] emotionally,engaging [9] engaging,students [9] students,#stem [9] #stem,everyone [7] primarystemchat,rachaellehr Top Word Pairs in Tweet in G7:
[15] #stem,#distancelearning [11] design,thinking [11] re,wondering [11] wondering,worried [11] worried,helping [11] helping,kids [11] kids,#stem [11] #distancelearning,environment [11] environment,help [11] help,use Top Word Pairs in Tweet in G8:
[24] change,world [20] virtual,event [20] women,make [20] make,12 [20] 12,patented [20] patented,inventors [20] inventors,change [20] re,showing [18] #fact,women [18] ifthenshecan,re Top Word Pairs in Tweet in G9:
[11] #science,#biology [11] #biology,#chemistry [8] #chemistry,#physics [8] #physics,#technology [7] fun,#stem [7] #stem,stem [7] stem,queen [7] ig,stemqueende [7] talk,#qtlearn [7] #qtlearn,student Top Word Pairs in Tweet in G10:
[30] sasha,young [30] young,mage [24] authorrauhala,sasha [20] half,mer [20] mage,makes [20] makes,dryly [20] dryly,humorous [20] humorous,deconstructive [20] deconstructive,hero's [20] hero's,journey Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G9:
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:
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Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: