The graph represents a network of 2,259 Twitter users whose tweets in the requested range contained "scichat", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 20 August 2022 at 00:32 UTC.
The requested start date was Saturday, 20 August 2022 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 110-day, 20-hour, 53-minute period from Sunday, 01 May 2022 at 00:24 UTC to Friday, 19 August 2022 at 21:17 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 : 2259
Unique Edges : 1304
Edges With Duplicates : 10977
Total Edges : 12281
Number of Edge Types : 5
Replies to : 38
Mentions : 882
Retweet : 4629
MentionsInRetweet : 5457
Tweet : 1275
Self-Loops : 1780
Reciprocated Vertex Pair Ratio : 0.0253090052972337
Reciprocated Edge Ratio : 0.0493685419058553
Connected Components : 93
Single-Vertex Connected Components : 50
Maximum Vertices in a Connected Component : 2056
Maximum Edges in a Connected Component : 11968
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.455792
Graph Density : 0.000683027166993869
Modularity : 0.237333
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 2,259 Twitter users whose tweets in the requested range contained "scichat", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 20 August 2022 at 00:32 UTC.
The requested start date was Saturday, 20 August 2022 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 110-day, 20-hour, 53-minute period from Sunday, 01 May 2022 at 00:24 UTC to Friday, 19 August 2022 at 21:17 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 : scichat
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:
[722] science,teachers [705] students,understand [701] teaching,students [700] pretty,amazing [700] amazing,resource [700] resource,science [700] teachers,believe [700] believe,teaching [700] understand,roots [696] roots,prefixes Top Word Pairs in Tweet in G1:
[678] pretty,amazing [678] amazing,resource [678] resource,science [678] science,teachers [678] teachers,believe [678] believe,teaching [678] teaching,students [678] students,understand [678] understand,roots [678] roots,prefixes Top Word Pairs in Tweet in G2:
[197] #stem,#scichat [187] #science,#scichat [182] latest,praxis [182] praxis,science [182] science,outreach [182] outreach,'science [182] 'science,smarts' [182] smarts',column [177] medicine,news [172] column,medicine Top Word Pairs in Tweet in G3:
[304] #scichat,#scicomm [42] mark,calendar [37] #scicomm,#scichat [34] calendar,register [34] news,death [34] climate,change [32] discusses,book [32] ncse,mark [29] sad,news [26] last,days Top Word Pairs in Tweet in G4:
[281] #d123,#edchat [274] #edchat,#edtech [244] #edtech,#cpchat [222] #cpchat,#elemchat [203] #elemchat,#mschat [182] #mschat,#hschat [179] #hschat,#ntchat [177] #ntchat,#pblchat [176] #pblchat,#apchat [176] #apchat,#suptchat Top Word Pairs in Tweet in G5:
[68] 3d,printer [65] use,3d [64] #3dthursday,retweet [64] retweet,comment [64] comment,sharing [64] sharing,use [64] printer,class [64] class,entered [63] savvaslearning,#3dthursday [40] gift,card Top Word Pairs in Tweet in G6:
[63] middle,island [37] come,learn [37] bunsenbernerbmd,hi [31] audio,shows [30] island,penguin [30] penguin,project [29] audio,show [25] thrilled,wboolpenguins [25] wboolpenguins,middle [25] project,tuesday Top Word Pairs in Tweet in G7:
[28] #sschat,#scichat [18] #elachat,#sschat [15] #mschat,#elachat [13] #scichat,#educoach [13] ask,stude [11] #educoach,#literacy [11] #literacy,#reading [11] #scichat,#mathchat [10] third,arrest [10] arrest,made Top Word Pairs in Tweet in G8:
[11] #learning,#edleadership [11] #edchat,#k12 [10] #engchat,#literacy [10] #literacy,#scichat [10] #k12,#learning [10] #edleadership,#edtech [10] #edtech,#engchat [9] #scichat,#mathchat [7] #mathchat,#edreform [4] #edtech,#scichat Top Word Pairs in Tweet in G9:
[36] 100's,best [36] best,science [36] science,edtech [36] edtech,links [36] links,curated [36] curated,each [36] each,month [36] month,#scichat [36] #scichat,#controlaltachieve [34] ericcurts,100's Top Word Pairs in Tweet in G10:
[9] #edchat,#scichat [8] #sschat,#scichat [7] national,park [7] environmental,science [6] park,classroom [6] #edutwitter,#teachertwitter [6] #teachertwitter,#edutwitter [5] #educator,#nationalpark [5] #nationalpark,lover [5] lover,consider Top Replied-To in Entire Graph:
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 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: