The graph represents a network of 1,934 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, 20 March 2022 at 00:01 UTC.
The requested start date was Saturday, 19 March 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, 29-minute period from Wednesday, 01 December 2021 at 00:13 UTC to Friday, 18 March 2022 at 21:42 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 : 1934
Unique Edges : 1500
Edges With Duplicates : 10708
Total Edges : 12208
Number of Edge Types : 5
Mentions : 1072
MentionsInRetweet : 5342
Retweet : 4368
Tweet : 1394
Replies to : 32
Self-Loops : 1836
Reciprocated Vertex Pair Ratio : 0.0315789473684211
Reciprocated Edge Ratio : 0.0612244897959184
Connected Components : 106
Single-Vertex Connected Components : 51
Maximum Vertices in a Connected Component : 1672
Maximum Edges in a Connected Component : 11760
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.596945
Graph Density : 0.000891285146513689
Modularity : 0.228878
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1,934 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, 20 March 2022 at 00:01 UTC.
The requested start date was Saturday, 19 March 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, 29-minute period from Wednesday, 01 December 2021 at 00:13 UTC to Friday, 18 March 2022 at 21:42 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:
[435] #stem,#scichat [416] #scichat,#scicomm [406] #d123,#edchat [398] #edchat,#edtech [397] 'science,smarts' [355] #edtech,#cpchat [331] #sschat,#scichat [327] #cpchat,#elemchat [294] #elemchat,#mschat [275] #mschat,#hschat Top Word Pairs in Tweet in G1:
[413] #stem,#scichat [404] #d123,#edchat [396] 'science,smarts' [393] #edchat,#edtech [354] #edtech,#cpchat [326] #cpchat,#elemchat [294] #elemchat,#mschat [291] #sschat,#scichat [275] #mschat,#hschat [255] #hschat,#ntchat Top Word Pairs in Tweet in G2:
[327] #scichat,#scicomm [58] #scicomm,#scichat [51] mark,calendar [38] ncse,congratulations [37] richard,leakey [32] calendar,register [31] climate,change [29] leakey,#scichat [29] whose,book [29] book,origins Top Word Pairs in Tweet in G3:
[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 G4:
[63] interactive,tools [63] periodic,table [63] table,mguhlin [49] tools,#learning [49] #learning,periodic [49] mguhlin,#scichat [49] #scichat,#science [49] #science,#edutwitter [48] tcea,interactive [38] 5e,model Top Word Pairs in Tweet in G5:
[120] inside,#cell [102] life,inside [102] #cell,videoed [102] videoed,under [102] under,microscope [102] microscope,#nucleus [102] #nucleus,green [100] pj_saez,life [69] green,contains [69] contains,genetic Top Word Pairs in Tweet in G6:
[33] forces,nature [33] nature,interactive [26] park,based [23] #scichat,#science [18] interactive,back [18] back,better [18] better,things [18] things,explore [17] explore,check [16] virtual,tours Top Word Pairs in Tweet in G7:
[28] free,recorded [28] recorded,webinar [28] webinar,holy [28] holy,sheets [28] sheets,google [28] google,sheets [28] sheets,activities [28] activities,subjects [28] subjects,see [28] see,lots Top Word Pairs in Tweet in G8:
[12] #edtech,#engchat [11] #mathchat,#scichat [11] #learning,#edleadership [10] #edleadership,#edtech [10] #engchat,#literacy [10] #literacy,#scichat [9] #edchat,#k12 [9] #k12,#learning [9] #scichat,#mathchat [8] #mathchat,#edreform Top Word Pairs in Tweet in G9:
[6] #scichat,#stem [6] #stem,#stemchat [6] looking,oer [6] oer,resources [6] resources,science [6] science,check [6] check,openscied [6] openscied,#scichat [6] #scichat,lisabenjamin86 [6] lisabenjamin86,stolle_rachel Top Word Pairs in Tweet in G10:
[12] grade,stem [10] #scichat,#stemeducation [8] #genomics,#bioinformatics [8] #scichat,#scicomm [7] #b11529,#omicron [7] paper,circuits [7] basic,circuitry [7] tune,nsf_nsb [7] nsf_nsb,livestream [7] livestream,50 Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
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: