The graph represents a network of 2,106 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, 16 January 2022 at 01:05 UTC.
The requested start date was Saturday, 15 January 2022 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 105-day, 23-hour, 38-minute period from Friday, 01 October 2021 at 00:27 UTC to Saturday, 15 January 2022 at 00:06 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 : 2106
Unique Edges : 1586
Edges With Duplicates : 11501
Total Edges : 13087
Number of Edge Types : 5
Retweet : 4585
MentionsInRetweet : 5770
Tweet : 1474
Mentions : 1226
Replies to : 32
Self-Loops : 1899
Reciprocated Vertex Pair Ratio : 0.0377521613832853
Reciprocated Edge Ratio : 0.0727575673424049
Connected Components : 138
Single-Vertex Connected Components : 64
Maximum Vertices in a Connected Component : 1744
Maximum Edges in a Connected Component : 12460
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.525405
Graph Density : 0.000812292894636521
Modularity : 0.231666
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 2,106 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, 16 January 2022 at 01:05 UTC.
The requested start date was Saturday, 15 January 2022 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 105-day, 23-hour, 38-minute period from Friday, 01 October 2021 at 00:27 UTC to Saturday, 15 January 2022 at 00:06 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:
[439] #scichat,#scicomm [398] #edchat,#edtech [397] #d123,#edchat [364] 'science,smarts' [362] #stem,#scichat [347] #sschat,#scichat [339] #edtech,#cpchat [311] #cpchat,#elemchat [282] #scichat,#mathchat [275] #elemchat,#mschat Top Word Pairs in Tweet in G1:
[436] #scichat,#scicomm [362] 'science,smarts' [335] #stem,#scichat [234] latest,praxis [234] praxis,'science [213] smarts',column [209] #science,#scichat [151] nasa,#scichat [148] #scichat,#aerospace [136] #scichat,#stemathome Top Word Pairs in Tweet in G2:
[77] wish,list [77] list,amazing [77] amazing,interactive [77] interactive,#science [77] #science,tools [77] tools,explore [77] explore,periodic [77] periodic,tables [77] tables,elements [77] elements,help Top Word Pairs in Tweet in G3:
[375] #d123,#edchat [370] #edchat,#edtech [321] #edtech,#cpchat [296] #cpchat,#elemchat [266] #elemchat,#mschat [250] #mschat,#hschat [239] #hschat,#ntchat [239] #sschat,#scichat [238] #ntchat,#pblchat [238] #suptchat,#libchat Top Word Pairs in Tweet in G4:
[95] immune,cells [95] cells,explore [95] explore,surroundings [95] surroundings,search [95] search,danger [95] danger,signals [95] signals,pathogens [95] pathogens,#leukocyte [95] #leukocyte,scanning [94] pj_saez,immune Top Word Pairs in Tweet in G5:
[34] virtual,tours [24] #edchat,#scichat [23] google,powered [21] saintfester,excited [19] tours,using [17] #sschat,#scichat [16] teach,environmental [16] excited,share [16] share,natgeoeducation [16] natgeoeducation,grant Top Word Pairs in Tweet in G6:
[50] #sschat,#scichat [37] kinds,nonfiction [35] nonfiction,way [35] way,thinking [32] thinking,middleweb [32] middleweb,stenhousepub [32] stenhousepub,marlenempc [19] #elachat,#sschat [18] #mschat,#elachat [18] mstewartscience,kinds Top Word Pairs in Tweet in G7:
[13] #science,#scichat [10] #scichat,#sschat [10] #sschat,#histedchat [10] #histedchat,#historyteaching [9] #scichat,#science [7] #edleadership,#edtech [7] #literacy,#scichat [7] #scienceed,#scichat [6] #k12,#learning [6] #edtech,#engchat Top Word Pairs in Tweet in G8:
[16] enough,cheesy [16] cheesy,science [16] science,jokes [16] jokes,kids [16] kids,love [16] love,gt [14] #scichat,#edchat [14] #sponsored,wardsscience [14] wardsscience,#scichat [14] weareteachers,enough Top Word Pairs in Tweet in G9:
[40] stemhub_se,day [16] grade,stem [14] stem,activities [12] #scichat,#ukedchat [10] christmas,stem [9] 7th,gr [8] #scichat,#stemeducation [8] jackie,delisi [7] day,1970 [7] tune,nsf_nsb Top Word Pairs in Tweet in G10:
[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 Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G5:
Top Replied-To in G10:
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:
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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:
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Top Tweeters in G7:
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Top Tweeters in G9:
Top Tweeters in G10: