The graph represents a network of 2,391 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, 27 March 2021 at 23:42 UTC.
The requested start date was Saturday, 27 March 2021 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 84-day, 17-hour, 32-minute period from Friday, 01 January 2021 at 05:00 UTC to Friday, 26 March 2021 at 22:33 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 : 2391
Unique Edges : 1458
Edges With Duplicates : 9018
Total Edges : 10476
Number of Edge Types : 5
Mentions : 1357
Retweet : 3445
MentionsInRetweet : 4203
Tweet : 1449
Replies to : 22
Self-Loops : 1712
Reciprocated Vertex Pair Ratio : 0.0344932844932845
Reciprocated Edge Ratio : 0.0666863381528474
Connected Components : 187
Single-Vertex Connected Components : 84
Maximum Vertices in a Connected Component : 1943
Maximum Edges in a Connected Component : 9849
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.128066
Graph Density : 0.00059305379832671
Modularity : 0.286177
NodeXL Version : 1.0.1.444
Data Import : The graph represents a network of 2,391 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, 27 March 2021 at 23:42 UTC.
The requested start date was Saturday, 27 March 2021 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 84-day, 17-hour, 32-minute period from Friday, 01 January 2021 at 05:00 UTC to Friday, 26 March 2021 at 22:33 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:
[243] #scichat,#scicomm [184] #scichat,#stem [183] observed,under [169] #scicomm,#scichat [164] 'science,smarts' [164] smarts',column [158] praxis,'science [156] #science,#scichat [147] praxismedhat,icymi [119] #scichat,#mathchat Top Word Pairs in Tweet in G1:
[163] 'science,smarts' [163] smarts',column [157] praxis,'science [146] praxismedhat,icymi [144] #scichat,#stem [114] international,day [108] #science,#scichat [105] day,women [105] women,girls [105] girls,science Top Word Pairs in Tweet in G2:
[171] #scichat,#scicomm [123] #scicomm,#scichat [60] mark,calendar [49] ncse,mark [49] calendar,register [37] pbs,newshour [25] life's,edge [23] register,neilshubin [22] interesting,problem [22] book,life's Top Word Pairs in Tweet in G3:
[176] observed,under [108] immune,cells [108] cells,patrol [108] patrol,body [108] body,search [108] search,danger [108] danger,signals [108] signals,leukocyte [108] leukocyte,scanning [108] scanning,microenvironment Top Word Pairs in Tweet in G4:
[88] quizzes,ms [88] ms,forms [88] science,remote [88] remote,learning [78] feel,free [78] free,use [77] ks3,gcse [77] gcse,science [76] learning,feel [76] use,save Top Word Pairs in Tweet in G5:
[56] 100's,best [56] best,science [56] science,edtech [56] edtech,links [56] links,curated [56] curated,each [56] each,month [56] month,#scichat [56] #scichat,#controlaltachieve [54] ericcurts,100's Top Word Pairs in Tweet in G6:
[70] #edtech,#edchat [57] start,vedajunction [57] vedajunction,classroom [57] classroom,pilot [57] pilot,become [57] become,champion [57] champion,teaching [57] teaching,#k12 [57] #k12,#edtech [57] #edchat,#mlearning Top Word Pairs in Tweet in G7:
[30] teaching,virtually [30] virtually,add [30] add,slides [30] slides,prompt [30] prompt,conversations [30] conversations,#scichat [30] #scichat,#blackhistorymonth [30] #blackhistorymonth,#sponsored [28] weareteachers,teaching [23] #sponsored,wardsscience Top Word Pairs in Tweet in G8:
[24] #mathchat,#scichat [19] #edreform,#globaled [19] #mlearning,#elearning [19] #elearning,#engchat [19] #engchat,#sschat [19] #sschat,#mathchat [18] #edoxi,#virtual [18] #virtual,#classroom [18] #classroom,#edchat [18] #edchat,#edtech Top Word Pairs in Tweet in G9:
[11] #scichat,#scicomm [9] #stemed,#stem [9] #edtech,#edchat [9] #podcast,#scichat [9] available,stream [8] #scichat,#iteachscience [8] learning,home [7] lesson,plans [7] #scicomm,#stem [7] teachers,#distancelearning Top Word Pairs in Tweet in G10:
[38] #sschat,#scichat [38] #scichat,#mathchat [27] #elachat,#sschat [25] #scichat,#sschat [24] #mathchat,#sschat [23] translanguaging,lets [23] lets,els [23] els,use [23] use,tools [23] tools,#mschat 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: