The graph represents a network of 2,473 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, 10 September 2022 at 00:35 UTC.
The requested start date was Saturday, 10 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 121-day, 23-hour, 20-minute period from Tuesday, 10 May 2022 at 01:35 UTC to Friday, 09 September 2022 at 00:55 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 : 2473
Unique Edges : 1477
Edges With Duplicates : 12517
Total Edges : 13994
Number of Edge Types : 5
Retweet : 5325
MentionsInRetweet : 6214
Mentions : 993
Tweet : 1430
Replies to : 32
Self-Loops : 2026
Reciprocated Vertex Pair Ratio : 0.0250867360555111
Reciprocated Edge Ratio : 0.0489455870866962
Connected Components : 104
Single-Vertex Connected Components : 63
Maximum Vertices in a Connected Component : 2260
Maximum Edges in a Connected Component : 13644
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.461054
Graph Density : 0.000628306748482314
Modularity : 0.231833
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 2,473 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, 10 September 2022 at 00:35 UTC.
The requested start date was Saturday, 10 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 121-day, 23-hour, 20-minute period from Tuesday, 10 May 2022 at 01:35 UTC to Friday, 09 September 2022 at 00:55 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 [729] students,understand [719] teaching,students [718] pretty,amazing [718] amazing,resource [718] resource,science [718] teachers,believe [718] believe,teaching [718] understand,roots [714] roots,prefixes Top Word Pairs in Tweet in G1:
[693] pretty,amazing [693] amazing,resource [693] resource,science [693] science,teachers [693] teachers,believe [693] believe,teaching [693] teaching,students [693] students,understand [693] understand,roots [693] roots,prefixes Top Word Pairs in Tweet in G2:
[217] latest,praxis [217] praxis,science [217] science,outreach [217] outreach,'science [217] 'science,smarts' [217] smarts',column [210] #stem,#scichat [210] #science,#scichat [207] medicine,news [202] column,medicine Top Word Pairs in Tweet in G3:
[367] #scichat,#scicomm [49] mark,calendar [44] #scicomm,#scichat [41] calendar,register [36] climate,change [36] ncse,mark [33] discusses,book [32] news,death [31] natural,history [27] sad,news Top Word Pairs in Tweet in G4:
[291] #d123,#edchat [281] #edchat,#edtech [247] #edtech,#cpchat [229] #cpchat,#elemchat [209] #elemchat,#mschat [196] #mschat,#hschat [192] #hschat,#ntchat [190] #ntchat,#pblchat [190] #pblchat,#apchat [190] #apchat,#suptchat Top Word Pairs in Tweet in G5:
[103] explore,bookmark [103] bookmark,periodic [103] periodic,tables [103] tables,elements [103] elements,make [103] make,science [103] science,bit [103] bit,more [103] more,interactive [102] tcea,explore Top Word Pairs in Tweet in G6:
[63] middle,island [49] audio,shows [42] 9pm,eastern [37] 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 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:
[23] #learning,#edleadership [19] #edleadership,#edtech [18] #literacy,#scichat [18] #edchat,#k12 [18] #k12,#learning [17] #engchat,#literacy [16] #scichat,#mathchat [16] #edtech,#engchat [15] #mathchat,#edreform [5] #edtech,#scichat Top Word Pairs in Tweet in G9:
[14] ask,stude [11] #scichat,#science [11] help,students [11] pbs,newshour [11] newshour,classroom [11] third,arrest [11] arrest,made [11] made,murder [11] murder,journalist [11] journalist,indigenous Top Word Pairs in Tweet in G10:
[28] #sschat,#scichat [17] #scichat,#educoach [15] #elachat,#sschat [12] #mschat,#elachat [11] #educoach,#literacy [11] #literacy,#reading [10] #engchat,#sschat [8] #engchat,#educoach [8] #scichat,#mathchat [8] mentor,texts 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 G9:
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: