The graph represents a network of 2,301 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, 28 February 2021 at 00:42 UTC.
The requested start date was Saturday, 27 February 2021 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 87-day, 21-hour, 38-minute period from Tuesday, 01 December 2020 at 01:11 UTC to Friday, 26 February 2021 at 22:49 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 : 2301
Unique Edges : 1401
Edges With Duplicates : 8364
Total Edges : 9765
Number of Edge Types : 5
Retweet : 3174
MentionsInRetweet : 3876
Mentions : 1286
Tweet : 1406
Replies to : 23
Self-Loops : 1642
Reciprocated Vertex Pair Ratio : 0.0379746835443038
Reciprocated Edge Ratio : 0.0731707317073171
Connected Components : 209
Single-Vertex Connected Components : 94
Maximum Vertices in a Connected Component : 1790
Maximum Edges in a Connected Component : 9012
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.058751
Graph Density : 0.000604274134119381
Modularity : 0.287576
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 2,301 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, 28 February 2021 at 00:42 UTC.
The requested start date was Saturday, 27 February 2021 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 87-day, 21-hour, 38-minute period from Tuesday, 01 December 2020 at 01:11 UTC to Friday, 26 February 2021 at 22:49 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:
[303] #scichat,#scicomm [205] #science,#scichat [183] observed,under [175] 'science,smarts' [175] smarts',column [169] praxis,'science [166] #scichat,#stem [132] #scicomm,#scichat [113] praxismedhat,icymi [111] immune,cells Top Word Pairs in Tweet in G1:
[191] #scichat,#scicomm [61] #scicomm,#scichat [60] climate,change [40] #climatechange,#scichat [35] mark,calendar [26] ncse,mark [25] calendar,register [22] #evolution,#scichat [21] both,public [21] public,health Top Word Pairs in Tweet in G2:
[173] 'science,smarts' [173] smarts',column [167] praxis,'science [121] #science,#scichat [110] #scichat,#stem [110] praxismedhat,icymi [102] nasa,#scichat [92] international,day [86] column,medicinehatnews [84] day,women Top Word Pairs in Tweet in G3:
[92] #edtech,#edchat [71] start,vedajunction [71] vedajunction,classroom [71] classroom,pilot [71] pilot,become [71] become,champion [71] champion,teaching [71] teaching,#k12 [71] #k12,#edtech [71] #edchat,#mlearning Top Word Pairs in Tweet in G4:
[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 G5:
[88] quizzes,ms [88] ms,forms [88] science,remote [88] remote,learning [79] feel,free [79] free,use [78] ks3,gcse [78] gcse,science [76] learning,feel [76] use,save Top Word Pairs in Tweet in G6:
[37] #science,#scichat [36] put,candle [36] candle,far [36] far,away [36] away,cool [36] cool,#science [36] #scichat,#edchat [33] weareteachers,put [30] teaching,virtually [30] virtually,add Top Word Pairs in Tweet in G7:
[26] #mathchat,#scichat [23] #edchat,#edtech [21] #edtech,#education [20] #edreform,#globaled [20] #globaled,#cpchat [20] #mlearning,#elearning [20] #sschat,#mathchat [18] #edoxi,#virtual [18] #virtual,#classroom [18] #classroom,#edchat Top Word Pairs in Tweet in G8:
[55] #sschat,#mathchat [42] #scichat,#ngsschat [39] teach,content [39] content,vocabulary [39] vocabulary,english [39] english,learners [39] learners,tankhuynh [39] tankhuynh,#ellchat [39] #ellchat,#ell [39] #ell,#esl Top Word Pairs in Tweet in G9:
[39] #scichat,#scicomm [33] #scicomm,#scichat [15] #scitlap,#scichat [9] #scicomm,#science [6] #scichat,#twitch [6] check,#scichat [6] check,great [6] great,line [5] #chemistry,#physics [5] latest,#gifted Top Word Pairs in Tweet in G10:
[29] 100's,best [29] best,science [29] science,edtech [29] edtech,links [29] links,curated [29] curated,each [29] each,month [29] month,#scichat [29] #scichat,#controlaltachieve [28] ericcurts,100's Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G9:
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:
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: