The graph represents a network of 1,854 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, 23 April 2022 at 00:27 UTC.
The requested start date was Saturday, 23 April 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 111-day, 0-hour, 53-minute period from Saturday, 01 January 2022 at 00:00 UTC to Friday, 22 April 2022 at 00:53 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 : 1854
Unique Edges : 1481
Edges With Duplicates : 10682
Total Edges : 12163
Number of Edge Types : 5
Retweet : 4336
MentionsInRetweet : 5319
Mentions : 1064
Tweet : 1409
Replies to : 35
Self-Loops : 1895
Reciprocated Vertex Pair Ratio : 0.0353016688061617
Reciprocated Edge Ratio : 0.0681959082455053
Connected Components : 112
Single-Vertex Connected Components : 53
Maximum Vertices in a Connected Component : 1580
Maximum Edges in a Connected Component : 11699
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.528944
Graph Density : 0.000939029452225057
Modularity : 0.219371
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1,854 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, 23 April 2022 at 00:27 UTC.
The requested start date was Saturday, 23 April 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 111-day, 0-hour, 53-minute period from Saturday, 01 January 2022 at 00:00 UTC to Friday, 22 April 2022 at 00:53 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:
[474] #stem,#scichat [397] #scichat,#scicomm [377] #d123,#edchat [369] #edchat,#edtech [337] #edtech,#cpchat [328] 'science,smarts' [313] #sschat,#scichat [312] #cpchat,#elemchat [294] #elemchat,#mschat [275] #mschat,#hschat Top Word Pairs in Tweet in G1:
[395] #stem,#scichat [321] 'science,smarts' [202] latest,praxis [201] smarts',column [191] praxis,'science [183] #science,#scichat [157] #scichat,#stemathome [142] #stemathome,#scied [112] blog,#stem [103] article,found Top Word Pairs in Tweet in G2:
[298] #scichat,#scicomm [72] mark,calendar [65] #scicomm,#scichat [48] calendar,register [39] ncse,mark [35] richard,leakey [29] ncse,scientists [28] leakey,#scichat [27] book,origins [26] paleoanthropologist,richard Top Word Pairs in Tweet in G3:
[369] #d123,#edchat [356] #edchat,#edtech [330] #edtech,#cpchat [307] #cpchat,#elemchat [292] #elemchat,#mschat [275] #mschat,#hschat [264] #sschat,#scichat [259] #hschat,#ntchat [259] #ntchat,#pblchat [258] #suptchat,#libchat Top Word Pairs in Tweet in G4:
[112] 10,000 [112] 000,copies [112] science,poster [79] send,10 [79] copies,awesome [79] awesome,science [79] poster,classrooms [79] classrooms,country [79] country,last [79] last,chance Top Word Pairs in Tweet in G5:
[98] periodic,table [93] interactive,tools [93] table,mguhlin [49] tools,#learning [49] #learning,periodic [49] mguhlin,#scichat [49] #scichat,#science [49] #science,#edutwitter [48] tcea,interactive [44] five,interactive Top Word Pairs in Tweet in G6:
[63] inside,#cell [45] life,inside [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 G7:
[19] #edtech,#engchat [17] #learning,#edleadership [16] #edleadership,#edtech [15] #k12,#learning [15] #engchat,#literacy [15] #literacy,#scichat [15] #scichat,#mathchat [14] #edchat,#k12 [12] #mathchat,#edreform [11] #mathchat,#scichat Top Word Pairs in Tweet in G8:
[18] #ngsschat,ngss_tweeps [18] ngss_tweeps,#scichat [16] virtual,leadership [16] leadership,series [16] series,#nselals2022 [16] #nselals2022,#ngsschat [16] #scichat,#brillianceandstrengths [15] join,year's [15] year's,virtual [13] nselascience,join Top Word Pairs in Tweet in G9:
[18] #sschat,#scichat [11] #elachat,#sschat [10] #scichat,#mathchat [10] book,talks [8] #mschat,#elachat [7] middleweb,popular [6] #educoach,#elachat [6] students,ask [6] #mschat,#educoach [6] middle,grades Top Word Pairs in Tweet in G10:
[14] #sciencetwitter,#scichat [8] #scichat,#scicomm [6] #genomics,#bioinformatics [6] #delta,#omicron [6] #covid19,#delta [6] ten,simple [6] simple,rules [6] rules,ruin [6] ruin,collaborative [6] collaborative,environment Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G8:
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: