The graph represents a network of 1,900 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, 07 March 2021 at 00:40 UTC.
The requested start date was Saturday, 06 March 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 63-day, 18-hour, 59-minute period from Friday, 01 January 2021 at 05:00 UTC to Saturday, 06 March 2021 at 00:00 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 : 1900
Unique Edges : 1141
Edges With Duplicates : 6640
Total Edges : 7781
Number of Edge Types : 5
Tweet : 1046
Mentions : 1067
MentionsInRetweet : 3090
Retweet : 2560
Replies to : 18
Self-Loops : 1241
Reciprocated Vertex Pair Ratio : 0.0346751693901953
Reciprocated Edge Ratio : 0.0670261941448382
Connected Components : 162
Single-Vertex Connected Components : 73
Maximum Vertices in a Connected Component : 1476
Maximum Edges in a Connected Component : 7124
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.139071
Graph Density : 0.000719492253540645
Modularity : 0.298764
NodeXL Version : 1.0.1.444
Data Import : The graph represents a network of 1,900 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, 07 March 2021 at 00:40 UTC.
The requested start date was Saturday, 06 March 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 63-day, 18-hour, 59-minute period from Friday, 01 January 2021 at 05:00 UTC to Saturday, 06 March 2021 at 00:00 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:
[189] #scichat,#scicomm [183] observed,under [151] #scichat,#stem [134] 'science,smarts' [134] smarts',column [129] #science,#scichat [128] praxis,'science [127] #scicomm,#scichat [111] immune,cells [111] cells,patrol Top Word Pairs in Tweet in G1:
[134] 'science,smarts' [134] smarts',column [128] praxis,'science [117] #scichat,#stem [107] praxismedhat,icymi [96] international,day [88] day,women [88] women,girls [88] girls,science [84] #science,#scichat Top Word Pairs in Tweet in G2:
[177] observed,under [109] immune,cells [109] cells,patrol [109] patrol,body [109] body,search [109] search,danger [109] danger,signals [109] signals,leukocyte [109] leukocyte,scanning [109] scanning,microenvironment Top Word Pairs in Tweet in G3:
[106] #scichat,#scicomm [58] #scicomm,#scichat [31] mark,calendar [24] ncse,mark [21] calendar,register [19] interesting,problem [16] descent,man [15] learn,more [15] more,two [15] two,skeletons 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:
[54] #edtech,#edchat [41] start,vedajunction [41] vedajunction,classroom [41] classroom,pilot [41] pilot,become [41] become,champion [41] champion,teaching [41] teaching,#k12 [41] #k12,#edtech [41] #edchat,#mlearning 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:
[30] #scicomm,#scichat [28] #scichat,#scicomm [15] #scitlap,#scichat [10] next,week [9] happy,year [8] year,let's [8] let's,kick [8] kick,2021 [8] 2021,positive [8] positive,note Top Word Pairs in Tweet in G8:
[23] #mathchat,#scichat [18] #edoxi,#virtual [18] #virtual,#classroom [18] #classroom,#edchat [18] #edchat,#edtech [18] #edtech,#education [18] #education,#edapp [18] #edapp,#teaching [18] #teaching,#edreform [18] #edreform,#globaled Top Word Pairs in Tweet in G9:
[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 Word Pairs in Tweet in G10:
[13] #scienceteachers,#careers [12] women,science [11] #scichat,#stem [11] #ngss,#ngsschat [10] international,women [10] science,day [10] #sltchat,#schoolleadership [9] ready,inspire [9] inspire,future [9] future,engineers Top Replied-To in Entire Graph:
Top Replied-To in G1:
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: