The graph represents a network of 2,511 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, 15 October 2022 at 00:34 UTC.
The requested start date was Saturday, 15 October 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 105-day, 3-hour, 54-minute period from Friday, 01 July 2022 at 00:21 UTC to Friday, 14 October 2022 at 04:16 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 : 2511
Unique Edges : 1400
Edges With Duplicates : 12214
Total Edges : 13614
Number of Edge Types : 5
MentionsInRetweet : 6000
Replies to : 26
Mentions : 995
Retweet : 5313
Tweet : 1280
Self-Loops : 1874
Reciprocated Vertex Pair Ratio : 0.0269905533063428
Reciprocated Edge Ratio : 0.0525624178712221
Connected Components : 96
Single-Vertex Connected Components : 58
Maximum Vertices in a Connected Component : 2300
Maximum Edges in a Connected Component : 13259
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.438564
Graph Density : 0.000603718142166499
Modularity : 0.23845
NodeXL Version : 1.0.1.506
Data Import : The graph represents a network of 2,511 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, 15 October 2022 at 00:34 UTC.
The requested start date was Saturday, 15 October 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 105-day, 3-hour, 54-minute period from Friday, 01 July 2022 at 00:21 UTC to Friday, 14 October 2022 at 04:16 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:
[741] science,teachers [730] students,understand [720] understand,roots [720] teaching,students [720] teachers,believe [720] pretty,amazing [720] believe,teaching [720] amazing,resource [720] resource,science [716] roots,prefixes Top Word Pairs in Tweet in G1:
[695] amazing,resource [695] resource,science [695] understand,roots [695] science,teachers [695] believe,teaching [695] teachers,believe [695] teaching,students [695] roots,prefixes [695] students,understand [695] pretty,amazing Top Word Pairs in Tweet in G2:
[210] #stem,#scichat [191] science,outreach [191] praxis,science [189] 'science,smarts' [188] smarts',column [184] latest,praxis [184] outreach,'science [176] medicine,news [169] column,medicine [164] #science,#scichat Top Word Pairs in Tweet in G3:
[330] #scichat,#scicomm [50] #scicomm,#scichat [39] climate,change [32] ncse's,friend [32] years,ago [32] recipient,ncse's [31] ncse's,board [31] member,ncse's [29] board,directors [25] join,#ocr Top Word Pairs in Tweet in G4:
[63] middle,island [63] 9pm,eastern [54] audio,shows [38] come,learn [37] bunsenbernerbmd,hi [31] week,scichat [30] island,penguin [30] audio,show [30] penguin,project [29] don,miss Top Word Pairs in Tweet in G5:
[108] science,bit [108] more,interactive [108] elements,make [108] explore,bookmark [108] bit,more [108] tables,elements [108] periodic,tables [108] make,science [108] bookmark,periodic [103] tcea,explore Top Word Pairs in Tweet in G6:
[229] #d123,#edchat [224] #edchat,#edtech [188] #edtech,#cpchat [167] #cpchat,#elemchat [155] #elemchat,#mschat [151] #sschat,#scichat [148] #mschat,#hschat [146] #hschat,#ntchat [146] #pblchat,#apchat [146] #ntchat,#pblchat Top Word Pairs in Tweet in G7:
[66] newspaper,clipping [46] create,custom [35] 100's,best [35] best,science [35] curated,each [35] science,edtech [35] month,#scichat [35] links,curated [35] #scichat,#controlaltachieve [35] edtech,links Top Word Pairs in Tweet in G8:
[18] #literacy,#scichat [17] #edleadership,#edtech [17] #k12,#learning [17] #learning,#edleadership [16] #engchat,#literacy [16] #edchat,#k12 [15] #edtech,#engchat [14] #scichat,#mathchat [13] #mathchat,#edreform [3] lake,worth Top Word Pairs in Tweet in G9:
[28] #sschat,#scichat [17] #engchat,#educoach [12] #scichat,#educoach [12] #mschat,#elachat [12] #scichat,#engchat [11] #elachat,#sschat [11] multilinguals,#mschat [11] #educoach,larryferlazzo [11] teach,academic [11] content,multilinguals Top Word Pairs in Tweet in G10:
[11] newshour,classroom [11] pbs,newshour [10] come,find [10] students,solve [10] solve,environmental [10] science,teachers [10] use,primary [10] primary,sources [10] teachers,use [10] help,students 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 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: