The graph represents a network of 1,898 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, 28 May 2022 at 00:32 UTC.
The requested start date was Saturday, 28 May 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 115-day, 0-hour, 45-minute period from Tuesday, 01 February 2022 at 00:35 UTC to Friday, 27 May 2022 at 01:21 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 : 1898
Unique Edges : 1505
Edges With Duplicates : 11085
Total Edges : 12590
Number of Edge Types : 5
Mentions : 1095
Retweet : 4456
MentionsInRetweet : 5517
Tweet : 1475
Replies to : 47
Self-Loops : 2019
Reciprocated Vertex Pair Ratio : 0.0346893724377168
Reciprocated Edge Ratio : 0.067052727826882
Connected Components : 119
Single-Vertex Connected Components : 55
Maximum Vertices in a Connected Component : 1576
Maximum Edges in a Connected Component : 12064
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.477493
Graph Density : 0.000911260806120029
Modularity : 0.213021
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1,898 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, 28 May 2022 at 00:32 UTC.
The requested start date was Saturday, 28 May 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 115-day, 0-hour, 45-minute period from Tuesday, 01 February 2022 at 00:35 UTC to Friday, 27 May 2022 at 01:21 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:
[457] #stem,#scichat [394] #d123,#edchat [386] #edchat,#edtech [378] #scichat,#scicomm [350] #edtech,#cpchat [325] #cpchat,#elemchat [306] #elemchat,#mschat [303] #sschat,#scichat [280] #mschat,#hschat [268] #hschat,#ntchat Top Word Pairs in Tweet in G1:
[396] #stem,#scichat [258] 'science,smarts' [206] smarts',column [200] latest,praxis [172] #science,#scichat [152] column,medicine [152] medicine,news [129] praxis,'science [114] #scichat,#stemathome [105] #stemathome,#scied Top Word Pairs in Tweet in G2:
[233] #scichat,#scicomm [72] mark,calendar [56] calendar,register [50] ncse,mark [41] #scicomm,#scichat [30] climate,change [24] book,origins [23] discusses,book [21] origins,jenniferraff [21] ncse,scientists Top Word Pairs in Tweet in G3:
[387] #d123,#edchat [376] #edchat,#edtech [344] #edtech,#cpchat [321] #cpchat,#elemchat [304] #elemchat,#mschat [280] #mschat,#hschat [268] #hschat,#ntchat [265] #ntchat,#pblchat [264] #suptchat,#libchat [264] #libchat,#spedchat Top Word Pairs in Tweet in G4:
[104] 10,000 [104] 000,copies [104] 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 [50] tools,#learning [50] #learning,periodic [50] mguhlin,#scichat [50] #scichat,#science [50] #science,#edutwitter [49] tcea,interactive [43] five,interactive Top Word Pairs in Tweet in G6:
[50] #scichat,#scicomm [39] #scichat,#cancer [20] #scicomm,#scichat [19] mark,calendar [16] #scichat,#microbiome [16] #istandwithukraine,safe [16] safe,space [16] space,ukraine [16] ukraine,discussion [16] discussion,#spaceshost Top Word Pairs in Tweet in G7:
[69] 3d,printer [66] use,3d [65] #3dthursday,retweet [65] retweet,comment [65] comment,sharing [65] sharing,use [65] printer,class [65] class,entered [64] savvaslearning,#3dthursday [10] #scichat,#ngsschat Top Word Pairs in Tweet in G8:
[20] #learning,#edleadership [20] #edtech,#engchat [18] #engchat,#literacy [18] #literacy,#scichat [17] #edchat,#k12 [17] #k12,#learning [17] #edleadership,#edtech [14] #scichat,#mathchat [12] #mathchat,#edreform [7] #mathchat,#scichat Top Word Pairs in Tweet in G9:
[24] #sschat,#scichat [21] #tlchat,#sschat [17] #scichat,#edchat [17] forces,nature [17] nature,interactive [16] #primarysources,#tlchat [15] explore,forces [15] interactive,animations [12] #edchat,#scichat [9] environmental,science Top Word Pairs in Tweet in G10:
[45] life,inside [45] inside,#cell [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 Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G6:
Top Replied-To in G7:
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: