The graph represents a network of 1,740 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, 01 August 2021 at 00:02 UTC.
The requested start date was Saturday, 31 July 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 90-day, 22-hour, 0-minute period from Saturday, 01 May 2021 at 00:48 UTC to Friday, 30 July 2021 at 22:48 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 : 1740
Unique Edges : 1316
Edges With Duplicates : 8055
Total Edges : 9371
Number of Edge Types : 5
Retweet : 3088
MentionsInRetweet : 3790
Mentions : 1133
Tweet : 1339
Replies to : 21
Self-Loops : 1646
Reciprocated Vertex Pair Ratio : 0.0372381691233514
Reciprocated Edge Ratio : 0.0718025430067315
Connected Components : 144
Single-Vertex Connected Components : 64
Maximum Vertices in a Connected Component : 1338
Maximum Edges in a Connected Component : 8694
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.740727
Graph Density : 0.000883715703965154
Modularity : 0.248834
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 1,740 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, 01 August 2021 at 00:02 UTC.
The requested start date was Saturday, 31 July 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 90-day, 22-hour, 0-minute period from Saturday, 01 May 2021 at 00:48 UTC to Friday, 30 July 2021 at 22:48 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:
[264] #d123,#edchat [249] #edchat,#edtech [230] #science,#scichat [224] #scichat,#scicomm [219] #stem,#scichat [217] #edtech,#cpchat [193] 'science,smarts' [186] #sschat,#scichat [185] #scichat,#mathchat [182] #cpchat,#elemchat Top Word Pairs in Tweet in G1:
[205] #science,#scichat [193] 'science,smarts' [189] #stem,#scichat [178] smarts',column [141] #scichat,#stem [132] nasa,#scichat [124] #scichat,#aerospace [113] latest,'science [111] #aerospace,#stem [111] #stem,#science Top Word Pairs in Tweet in G2:
[165] #scichat,#scicomm [91] #scicomm,#scichat [37] mark,calendar [32] calendar,register [32] ncse,mark [22] ncse,icymi [21] news,death [19] book,first [19] first,steps [18] sad,news Top Word Pairs in Tweet in G3:
[49] winning,video [40] #edchat,#scichat [40] #scichat,#sschat [40] #sschat,#inspo [36] check,winning [34] video,learn [32] learn,more [10] place,video [9] tian,hsu [9] hsu,london Top Word Pairs in Tweet in G4:
[215] #d123,#edchat [198] #edchat,#edtech [183] #edtech,#cpchat [168] #cpchat,#elemchat [161] #elemchat,#mschat [159] #mschat,#hschat [154] #hschat,#ntchat [153] #ntchat,#pblchat [151] #pblchat,#apchat [151] #apchat,#suptchat Top Word Pairs in Tweet in G5:
[37] big,space [37] interactive,simulations [37] students,explore [37] explore,scale [34] ericcurts,big [20] space,check [20] check,interactive [20] simulations,students [18] help,students [18] scale,size Top Word Pairs in Tweet in G6:
[16] #engchat,#literacy [16] hey,offering [16] offering,#essayhelp [16] #essayhelp,#homeworkhelp [16] #homeworkhelp,#onlineclasses [16] #onlineclasses,#assignmenthelp [16] #assignmenthelp,dm [16] dm,whatsapp [16] whatsapp,text [16] text,551 Top Word Pairs in Tweet in G7:
[16] connected,conversations [11] #scichat,#scitlap [8] #science,#scichat [8] 2020,2021 [8] 2021,season [8] season,connected [8] conversations,come [8] come,end [8] end,thank [8] thank,wonderful Top Word Pairs in Tweet in G8:
[58] happening,aapthq [58] aapthq,high [58] high,school [58] school,physics [58] physics,teacher [58] teacher,camp [58] camp,happening [58] happening,virtually [58] virtually,summer [58] summer,register Top Word Pairs in Tweet in G9:
[26] keynote,panel [26] panel,selected [26] selected,sessions [26] sessions,#asesummerconf [26] #asesummerconf,recorded [26] recorded,adding [26] adding,more [22] thease,keynote [21] steps,resource [20] scientific,understanding Top Word Pairs in Tweet in G10:
[14] stem,fair [11] miller,levine [11] levine,biology [9] nsta,#stem21 [9] virtual,marketplace [9] first,see [9] see,best [9] best,selling [9] selling,miller [9] biology,available Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
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: