The graph represents a network of 2,420 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, 27 August 2022 at 00:33 UTC.
The requested start date was Saturday, 27 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 117-day, 0-hour, 45-minute period from Sunday, 01 May 2022 at 00:24 UTC to Friday, 26 August 2022 at 01:09 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 : 2420
Unique Edges : 1363
Edges With Duplicates : 11927
Total Edges : 13290
Number of Edge Types : 5
MentionsInRetweet : 5903
Mentions : 943
Retweet : 5045
Tweet : 1360
Replies to : 39
Self-Loops : 1910
Reciprocated Vertex Pair Ratio : 0.0248070562293275
Reciprocated Edge Ratio : 0.0484131253362023
Connected Components : 97
Single-Vertex Connected Components : 54
Maximum Vertices in a Connected Component : 2210
Maximum Edges in a Connected Component : 12957
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.480863
Graph Density : 0.000635123454470292
Modularity : 0.235577
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 2,420 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, 27 August 2022 at 00:33 UTC.
The requested start date was Saturday, 27 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 117-day, 0-hour, 45-minute period from Sunday, 01 May 2022 at 00:24 UTC to Friday, 26 August 2022 at 01:09 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:
[735] science,teachers [718] students,understand [714] teaching,students [713] pretty,amazing [713] amazing,resource [713] resource,science [713] teachers,believe [713] believe,teaching [713] understand,roots [709] roots,prefixes Top Word Pairs in Tweet in G1:
[687] pretty,amazing [687] amazing,resource [687] resource,science [687] science,teachers [687] teachers,believe [687] believe,teaching [687] teaching,students [687] students,understand [687] understand,roots [687] roots,prefixes Top Word Pairs in Tweet in G2:
[215] #stem,#scichat [202] #science,#scichat [199] latest,praxis [199] praxis,science [199] science,outreach [199] outreach,'science [199] 'science,smarts' [199] smarts',column [189] medicine,news [184] column,medicine Top Word Pairs in Tweet in G3:
[337] #scichat,#scicomm [46] mark,calendar [41] #scicomm,#scichat [38] calendar,register [36] climate,change [35] news,death [33] discusses,book [33] ncse,mark [30] sad,news [29] riley,black Top Word Pairs in Tweet in G4:
[300] #d123,#edchat [291] #edchat,#edtech [258] #edtech,#cpchat [236] #cpchat,#elemchat [217] #elemchat,#mschat [196] #mschat,#hschat [193] #hschat,#ntchat [191] #ntchat,#pblchat [190] #pblchat,#apchat [190] #apchat,#suptchat Top Word Pairs in Tweet in G5:
[100] explore,bookmark [100] bookmark,periodic [100] periodic,tables [100] tables,elements [100] elements,make [100] make,science [100] science,bit [100] bit,more [100] more,interactive [99] tcea,explore Top Word Pairs in Tweet in G6:
[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 G7:
[63] middle,island [37] come,learn [37] bunsenbernerbmd,hi [32] 9pm,eastern [31] audio,shows [30] island,penguin [30] penguin,project [29] audio,show [25] thrilled,wboolpenguins [25] wboolpenguins,middle Top Word Pairs in Tweet in G8:
[15] #learning,#edleadership [15] #literacy,#scichat [15] #edchat,#k12 [14] #engchat,#literacy [14] #k12,#learning [14] #edleadership,#edtech [13] #edtech,#engchat [11] #scichat,#mathchat [8] #mathchat,#edreform [4] #edtech,#scichat Top Word Pairs in Tweet in G9:
[28] #sschat,#scichat [18] #elachat,#sschat [17] weather,reporting [15] #mschat,#elachat [14] level,weather [14] set,seesaw [14] seesaw,class [14] class,create [14] create,weather [14] weather,folder Top Word Pairs in Tweet in G10:
[13] ask,stude [10] third,arrest [10] arrest,made [10] made,murder [10] murder,journalist [10] journalist,indigenous [10] indigenous,activist [10] activist,amazon [10] amazon,news [10] news,june 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 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: