The graph represents a network of 1,664 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 Sunday, 10 April 2022 at 00:03 UTC.
The requested start date was Saturday, 09 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 96-day, 1-hour, 17-minute period from Saturday, 01 January 2022 at 00:00 UTC to Thursday, 07 April 2022 at 01:17 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 : 1664
Unique Edges : 1335
Edges With Duplicates : 9104
Total Edges : 10439
Number of Edge Types : 5
Retweet : 3719
MentionsInRetweet : 4533
Mentions : 932
Replies to : 30
Tweet : 1225
Self-Loops : 1651
Reciprocated Vertex Pair Ratio : 0.037199124726477
Reciprocated Edge Ratio : 0.0717299578059072
Connected Components : 109
Single-Vertex Connected Components : 48
Maximum Vertices in a Connected Component : 1398
Maximum Edges in a Connected Component : 9992
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.528825
Graph Density : 0.00102774180119339
Modularity : 0.224633
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1,664 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 Sunday, 10 April 2022 at 00:03 UTC.
The requested start date was Saturday, 09 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 96-day, 1-hour, 17-minute period from Saturday, 01 January 2022 at 00:00 UTC to Thursday, 07 April 2022 at 01:17 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:
[365] #stem,#scichat [363] #scichat,#scicomm [327] #d123,#edchat [319] #edchat,#edtech [306] 'science,smarts' [291] #edtech,#cpchat [273] #sschat,#scichat [272] #cpchat,#elemchat [257] #elemchat,#mschat [238] #mschat,#hschat Top Word Pairs in Tweet in G1:
[339] #stem,#scichat [299] 'science,smarts' [180] latest,praxis [180] praxis,'science [179] smarts',column [166] #science,#scichat [142] #scichat,#stemathome [127] #stemathome,#scied [112] blog,#stem [92] article,found Top Word Pairs in Tweet in G2:
[274] #scichat,#scicomm [60] #scicomm,#scichat [54] mark,calendar [35] richard,leakey [30] calendar,register [29] ncse,scientists [28] leakey,#scichat [27] book,origins [26] paleoanthropologist,richard [26] years,ago Top Word Pairs in Tweet in G3:
[319] #d123,#edchat [306] #edchat,#edtech [284] #edtech,#cpchat [267] #cpchat,#elemchat [255] #elemchat,#mschat [238] #mschat,#hschat [228] #sschat,#scichat [225] #hschat,#ntchat [225] #ntchat,#pblchat [224] #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:
[49] interactive,tools [49] tools,#learning [49] #learning,periodic [49] periodic,table [49] table,mguhlin [49] mguhlin,#scichat [49] #scichat,#science [49] #science,#edutwitter [48] tcea,interactive [7] discover,trove Top Word Pairs in Tweet in G6:
[58] inside,#cell [40] life,inside [40] #cell,videoed [40] videoed,under [40] under,microscope [40] microscope,#nucleus [40] #nucleus,green [39] contribute,energy [38] green,#mitochondria [38] #mitochondria,yellow Top Word Pairs in Tweet in G7:
[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 G8:
[17] #edtech,#engchat [16] #learning,#edleadership [15] #edchat,#k12 [15] #edleadership,#edtech [14] #k12,#learning [14] #engchat,#literacy [14] #literacy,#scichat [14] #scichat,#mathchat [11] #mathchat,#edreform [10] #mathchat,#scichat Top Word Pairs in Tweet in G9:
[13] global,project [13] project,students [13] students,join [13] join,children [13] children,around [13] around,world [13] world,learning [13] learning,compost [13] compost,easy [13] easy,resources Top Word Pairs in Tweet in G10:
[16] invited,listen [12] inspire,students [12] students,consider [12] consider,future [12] future,#stem [12] #stem,career [12] career,students [12] students,teachers [12] teachers,grades [12] grades,invited 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 G7:
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: