The graph represents a network of 528 Twitter users whose tweets in the requested range contained "scienceed", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 03 July 2021 at 00:42 UTC.
The requested start date was Saturday, 03 July 2021 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 91-day, 7-hour, 29-minute period from Thursday, 01 April 2021 at 14:02 UTC to Thursday, 01 July 2021 at 21:31 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 : 528
Unique Edges : 429
Edges With Duplicates : 765
Total Edges : 1194
Number of Edge Types : 5
Retweet : 264
MentionsInRetweet : 367
Tweet : 142
Mentions : 378
Replies to : 43
Self-Loops : 145
Reciprocated Vertex Pair Ratio : 0.0646203554119548
Reciprocated Edge Ratio : 0.121396054628225
Connected Components : 106
Single-Vertex Connected Components : 34
Maximum Vertices in a Connected Component : 103
Maximum Edges in a Connected Component : 346
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.636895
Graph Density : 0.00236832269564717
Modularity : 0.519974
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 528 Twitter users whose tweets in the requested range contained "scienceed", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 03 July 2021 at 00:42 UTC.
The requested start date was Saturday, 03 July 2021 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 91-day, 7-hour, 29-minute period from Thursday, 01 April 2021 at 14:02 UTC to Thursday, 01 July 2021 at 21:31 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 : scienceed
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:
[61] science,education [43] happy,#earthday2021 [43] #earthday2021,week [43] week,happily [43] happily,partnered [43] partnered,national [43] national,center [43] center,science [43] education,ncse [43] ncse,share Top Word Pairs in Tweet in G1:
[23] delighted,see [21] see,output [21] output,schooling [21] schooling,home [21] home,ireland [21] ireland,during [21] during,covid [21] covid,19 [21] 19,study [21] study,open Top Word Pairs in Tweet in G2:
[43] happy,#earthday2021 [43] #earthday2021,week [43] week,happily [43] happily,partnered [43] partnered,national [43] national,center [43] center,science [43] science,education [43] education,ncse [43] ncse,share Top Word Pairs in Tweet in G3:
[6] #stemed,#scienceed [3] #science,#scienceed [3] #scienceed,#scichat [3] #stem,#scienceed [3] shoutout,mr [3] school,week [3] #teacherappreciation,#lpsteacher [3] #lpsteacher,#stemed [2] #scienceed,#teachereducation [2] #edtech,#scienceed Top Word Pairs in Tweet in G4:
[10] students,feel [10] feel,investigations [10] investigations,doing [10] doing,investigations [10] investigations,feeling [10] feeling,ownership [9] stemteachtools,students [9] ownership,deep [8] surface,interests [8] interests,life Top Word Pairs in Tweet in G5:
[18] homeschool,science [15] #stem,#scienceed [15] #paemst,#nbct [15] #nbct,#edchat [14] #edchat,#pblchat [13] science,education [12] #pblchat,#elearning [12] #elemchat,#scichat [11] #elearning,#elemchat [10] #scienceed,#homeschool Top Word Pairs in Tweet in G6:
[2] ty,following [2] following,darrylfillier [2] darrylfillier,dsbngifteded [2] dsbngifteded,educatormuller [2] educatormuller,tch4lifekg [2] tch4lifekg,wprodriguesbr [2] wprodriguesbr,eduk8mslaughter [2] eduk8mslaughter,undercoverteac3 Top Word Pairs in Tweet in G7:
[9] threw,together [9] together,lil [9] lil,graphic [9] graphic,last [9] last,night [9] night,represent [9] represent,inherent [9] inherent,connections [9] connections,sometimes [9] sometimes,consider Top Word Pairs in Tweet in G8:
[5] presentations,april [5] #aera21,aera_edresearch [4] aera_edresearch,#educationalresearch [4] #educationalresearch,#equity [4] #equity,#latinx [4] #latinx,#scienceed [3] story,aera_edresearch [3] aera_edresearch,presentations [3] presentations,#scienceed [3] #scienceed,#covid19 Top Word Pairs in Tweet in G9:
[10] #ks3,#scienceed [7] balancing,equations [7] equations,year [7] year,molymods [7] molymods,make [7] make,much [7] much,easier [7] easier,chatchemistry [7] chatchemistry,#ks3 [6] intoshms,balancing Top Word Pairs in Tweet in G10:
[7] campskyhook,eco [7] btbla,mt [6] grateful,verizon [6] equipping,campskyhook [6] eco,vans [6] vans,ipads [6] ipads,help [6] help,students [5] outdooredlausd,grateful [4] mt,btbla Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G4:
Top Replied-To in G8:
Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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: