The graph represents a network of 1,723 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, 02 July 2022 at 00:35 UTC.
The requested start date was Saturday, 02 July 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 121-day, 23-hour, 43-minute period from Tuesday, 01 March 2022 at 00:51 UTC to Friday, 01 July 2022 at 00:34 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 : 1723
Unique Edges : 1316
Edges With Duplicates : 10689
Total Edges : 12005
Number of Edge Types : 5
Retweet : 4254
MentionsInRetweet : 5185
Replies to : 48
Mentions : 1008
Tweet : 1510
Self-Loops : 2070
Reciprocated Vertex Pair Ratio : 0.0356764394206994
Reciprocated Edge Ratio : 0.0688949522510232
Connected Components : 117
Single-Vertex Connected Components : 57
Maximum Vertices in a Connected Component : 1438
Maximum Edges in a Connected Component : 11531
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.521866
Graph Density : 0.000988201574246901
Modularity : 0.199386
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1,723 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, 02 July 2022 at 00:35 UTC.
The requested start date was Saturday, 02 July 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 121-day, 23-hour, 43-minute period from Tuesday, 01 March 2022 at 00:51 UTC to Friday, 01 July 2022 at 00:34 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:
[395] #scichat,#scicomm [391] #stem,#scichat [344] #d123,#edchat [342] #edchat,#edtech [312] #edtech,#cpchat [298] #sschat,#scichat [288] #cpchat,#elemchat [270] #elemchat,#mschat [250] #mschat,#hschat [244] #hschat,#ntchat Top Word Pairs in Tweet in G1:
[320] #stem,#scichat [216] 'science,smarts' [204] smarts',column [198] latest,praxis [193] medicine,news [189] #science,#scichat [188] column,medicine [131] praxis,science [131] science,outreach [125] outreach,'science Top Word Pairs in Tweet in G2:
[305] #scichat,#scicomm [77] mark,calendar [61] calendar,register [60] ncse,mark [42] #scicomm,#scichat [36] discusses,book [35] climate,change [26] riley,black [26] black,laelaps [26] last,days Top Word Pairs in Tweet in G3:
[329] #d123,#edchat [323] #edchat,#edtech [300] #edtech,#cpchat [279] #cpchat,#elemchat [266] #elemchat,#mschat [250] #mschat,#hschat [244] #hschat,#ntchat [242] #ntchat,#pblchat [241] #pblchat,#apchat [241] #apchat,#suptchat Top Word Pairs in Tweet in G4:
[69] 3d,printer [66] use,3d [65] #3dthursday,retweet [65] retweet,comment [65] comment,sharing [65] sharing,use [65] printer,class [65] class,entered [64] savvaslearning,#3dthursday [40] gift,card Top Word Pairs in Tweet in G5:
[20] #learning,#edleadership [19] #edtech,#engchat [17] #edchat,#k12 [17] #k12,#learning [17] #edleadership,#edtech [16] #engchat,#literacy [16] #literacy,#scichat [15] #scichat,#mathchat [12] #mathchat,#edreform [6] #mathchat,#scichat Top Word Pairs in Tweet in G6:
[33] #scichat,#science [27] pbs,learningmedia [12] resource,novaeducation [11] grades,12 [11] novaeducation,pbs [11] third,arrest [11] arrest,made [11] made,murder [11] murder,journalist [11] journalist,indigenous Top Word Pairs in Tweet in G7:
[59] #edchat,#k12 [57] #k12,#learning [48] #learning,#edleadership [46] #edleadership,#edtech [31] #edtech,#engchat [29] #engchat,#literacy [26] #literacy,#scichat [19] #scichat,#mathchat [14] english_jrf,ugc [14] ugc,net Top Word Pairs in Tweet in G8:
[45] life,inside [45] inside,#cell [45] #cell,videoed [45] videoed,under [45] under,microscope [45] microscope,#nucleus [45] #nucleus,green [44] contribute,energy [43] green,#mitochondria [43] #mitochondria,yellow Top Word Pairs in Tweet in G9:
[27] #sschat,#scichat [22] #tlchat,#sschat [19] #scichat,#edchat [16] #primarysources,#tlchat [12] #edchat,#scichat [9] caring,earth [9] engage,students [9] earthquake,happen [9] happen,explore [9] explore,forces Top Word Pairs in Tweet in G10:
[14] cats,lick [14] lick,make [14] make,everything [14] everything,smell [14] smell,same [14] same,part [14] part,group [14] group,companimalpsych [14] companimalpsych,thank [14] thank,dr 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 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: