The graph represents a network of 2,642 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, 11 April 2021 at 00:01 UTC.
The requested start date was Saturday, 10 April 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 98-day, 18-hour, 5-minute period from Friday, 01 January 2021 at 05:00 UTC to Friday, 09 April 2021 at 23:05 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 : 2642
Unique Edges : 1765
Edges With Duplicates : 10609
Total Edges : 12374
Number of Edge Types : 5
Retweet : 3984
MentionsInRetweet : 4996
Replies to : 23
Mentions : 1689
Tweet : 1682
Self-Loops : 1976
Reciprocated Vertex Pair Ratio : 0.0376910911966263
Reciprocated Edge Ratio : 0.0726441452882906
Connected Components : 201
Single-Vertex Connected Components : 94
Maximum Vertices in a Connected Component : 2166
Maximum Edges in a Connected Component : 11701
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.050372
Graph Density : 0.000564240428048812
Modularity : 0.276586
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 2,642 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, 11 April 2021 at 00:01 UTC.
The requested start date was Saturday, 10 April 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 98-day, 18-hour, 5-minute period from Friday, 01 January 2021 at 05:00 UTC to Friday, 09 April 2021 at 23:05 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 [220] #scichat,#stem [202] 'science,smarts' [188] praxis,'science [183] observed,under [182] #scicomm,#scichat [178] #science,#scichat [178] smarts',column [164] #scichat,#mathchat [147] #edchat,#edtech Top Word Pairs in Tweet in G1:
[201] 'science,smarts' [187] praxis,'science [177] smarts',column [170] #scichat,#stem [146] praxismedhat,icymi [120] #science,#scichat [114] international,day [113] nasa,#scichat [112] #medhat,news [105] day,women Top Word Pairs in Tweet in G2:
[208] #scichat,#scicomm [118] #scicomm,#scichat [71] mark,calendar [60] calendar,register [57] ncse,mark [45] pbs,newshour [38] life's,edge [33] book,life's [27] newshour,extra [26] years,ago 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:
[58] 100's,best [58] best,science [58] science,edtech [58] edtech,links [57] links,curated [57] curated,each [57] each,month [57] month,#scichat [57] #scichat,#controlaltachieve [56] ericcurts,100's Top Word Pairs in Tweet in G5:
[89] quizzes,ms [89] ms,forms [89] science,remote [89] remote,learning [79] feel,free [79] free,use [78] ks3,gcse [78] gcse,science [77] learning,feel [77] use,save Top Word Pairs in Tweet in G6:
[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 G7:
[38] #mathchat,#scichat [27] #ukedchat,#edtech [27] #lrnchat,#education [27] #education,#mathchat [25] #scichat,#engchat [24] #edtech,#class [24] #class,#lrnchat [23] #engchat,#nqtchat [23] #nqtchat,#nqt [22] free,trial Top Word Pairs in Tweet in G8:
[24] #mathchat,#scichat [20] #mlearning,#elearning [19] #edtech,#education [19] #edreform,#globaled [19] #elearning,#engchat [19] #engchat,#sschat [19] #sschat,#mathchat [18] #edoxi,#virtual [18] #virtual,#classroom [18] #classroom,#edchat Top Word Pairs in Tweet in G9:
[45] #sschat,#scichat [45] #scichat,#mathchat [36] #scichat,#sschat [28] #elachat,#sschat [24] #mathchat,#sschat [23] co,teaching [23] translanguaging,lets [23] lets,els [23] els,use [23] use,tools Top Word Pairs in Tweet in G10:
[19] pbs,learningmedia [13] #scichat,#edchat [11] #scichat,#science [10] interactive,lesson [8] resource,pbs [8] free,webinar [7] blood,sugar [7] sugar,rising [7] grades,12 [7] molecule,made Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
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: