The graph represents a network of 2,381 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, 17 September 2022 at 00:34 UTC.
The requested start date was Saturday, 17 September 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 107-day, 21-hour, 31-minute period from Wednesday, 01 June 2022 at 00:53 UTC to Friday, 16 September 2022 at 22:25 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 : 2381
Unique Edges : 1347
Edges With Duplicates : 11501
Total Edges : 12848
Number of Edge Types : 5
Mentions : 917
MentionsInRetweet : 5691
Retweet : 4955
Tweet : 1257
Replies to : 28
Self-Loops : 1795
Reciprocated Vertex Pair Ratio : 0.0225861095426313
Reciprocated Edge Ratio : 0.0441744892324683
Connected Components : 90
Single-Vertex Connected Components : 56
Maximum Vertices in a Connected Component : 2187
Maximum Edges in a Connected Component : 12528
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.451471
Graph Density : 0.000639163687314489
Modularity : 0.239481
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 2,381 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, 17 September 2022 at 00:34 UTC.
The requested start date was Saturday, 17 September 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 107-day, 21-hour, 31-minute period from Wednesday, 01 June 2022 at 00:53 UTC to Friday, 16 September 2022 at 22:25 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:
[740] science,teachers [730] students,understand [720] teaching,students [719] pretty,amazing [719] amazing,resource [719] resource,science [719] teachers,believe [719] believe,teaching [719] understand,roots [715] roots,prefixes Top Word Pairs in Tweet in G1:
[695] pretty,amazing [695] amazing,resource [695] resource,science [695] science,teachers [695] teachers,believe [695] believe,teaching [695] teaching,students [695] students,understand [695] understand,roots [695] roots,prefixes Top Word Pairs in Tweet in G2:
[186] latest,praxis [186] praxis,science [186] science,outreach [186] outreach,'science [186] 'science,smarts' [186] smarts',column [176] medicine,news [171] column,medicine [169] #science,#scichat [168] #stem,#scichat Top Word Pairs in Tweet in G3:
[331] #scichat,#scicomm [213] #d123,#edchat [206] #edchat,#edtech [187] #edtech,#cpchat [172] #cpchat,#elemchat [162] #elemchat,#mschat [154] #mschat,#hschat [152] #hschat,#ntchat [152] #ntchat,#pblchat [152] #pblchat,#apchat Top Word Pairs in Tweet in G4:
[63] middle,island [60] audio,shows [42] 9pm,eastern [38] come,learn [37] bunsenbernerbmd,hi [31] week,scichat [30] island,penguin [30] penguin,project [29] don,miss [29] audio,show Top Word Pairs in Tweet in G5:
[98] explore,bookmark [98] bookmark,periodic [98] periodic,tables [98] tables,elements [98] elements,make [98] make,science [98] science,bit [98] bit,more [98] more,interactive [97] tcea,explore Top Word Pairs in Tweet in G6:
[46] newspaper,clipping [35] create,custom [34] 100's,best [34] best,science [34] science,edtech [34] edtech,links [34] links,curated [34] curated,each [34] each,month [34] month,#scichat Top Word Pairs in Tweet in G7:
[40] gift,card [39] tgif,treating [39] treating,educators [39] educators,dunkin [39] dunkin,donuts [39] donuts,krispy [39] krispy,kreme [39] kreme,donut [39] donut,gift [39] card,celebrate Top Word Pairs in Tweet in G8:
[14] ask,stude [12] third,arrest [12] arrest,made [12] made,murder [12] murder,journalist [12] journalist,indigenous [12] indigenous,activist [12] activist,amazon [12] amazon,news [12] news,june Top Word Pairs in Tweet in G9:
[16] #k12,#learning [16] #learning,#edleadership [16] #edleadership,#edtech [15] #edchat,#k12 [15] #literacy,#scichat [14] #engchat,#literacy [13] #edtech,#engchat [11] #scichat,#mathchat [10] #mathchat,#edreform [4] visit,website Top Word Pairs in Tweet in G10:
[25] #sschat,#scichat [15] #scichat,#educoach [15] #elachat,#sschat [12] #mschat,#elachat [11] #educoach,#literacy [11] #literacy,#reading [10] #edchat,#k12 [10] #k12,#learning [10] #learning,#edleadership [10] #literacy,#scichat 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 G8:
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: