The graph represents a network of 5,242 Twitter users whose tweets in the requested range contained "ngss", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 22 September 2020 at 06:16 UTC.
The requested start date was Tuesday, 22 September 2020 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 73-day, 13-hour, 29-minute period from Friday, 10 July 2020 at 10:30 UTC to Tuesday, 22 September 2020 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 : 5242
Unique Edges : 5173
Edges With Duplicates : 11773
Total Edges : 16946
Number of Edge Types : 5
Retweet : 3872
MentionsInRetweet : 5325
Tweet : 2225
Replies to : 1637
Mentions : 3887
Self-Loops : 2342
Reciprocated Vertex Pair Ratio : 0.066077552097072
Reciprocated Edge Ratio : 0.123963874798961
Connected Components : 899
Single-Vertex Connected Components : 449
Maximum Vertices in a Connected Component : 2900
Maximum Edges in a Connected Component : 13028
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 6.482558
Graph Density : 0.000294212691133602
Modularity : 0.426375
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 5,242 Twitter users whose tweets in the requested range contained "ngss", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 22 September 2020 at 06:16 UTC.
The requested start date was Tuesday, 22 September 2020 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 73-day, 13-hour, 29-minute period from Friday, 10 July 2020 at 10:30 UTC to Tuesday, 22 September 2020 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 : ngss
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:
[175] ø,ø [162] distance,learning [122] ø,ù [120] ù,ø [90] #ngss,#ngsschat [88] ù,ù [87] science,education [85] remote,learning [84] 30,day [81] science,teacher Top Word Pairs in Tweet in G1:
[74] 30,day [68] science,challenge [64] distance,learning [61] back,school [59] bmsscienceteach,ngss_tweeps [57] science,education [57] high,quality [57] day,science [55] #ngss,#ngsschat [54] ngss_tweeps,ngsschat Top Word Pairs in Tweet in G2:
[32] #shameonmumbaipolice,#anildeshmukhsavingssrkillers [19] #humanitytoallsentientbeingssaves,shared [19] shared,one [19] one,multispecies [19] multispecies,world [19] world,#behumanelyinclusive [10] #contipartnerthika,#thikatown [10] #thikatown,0729 [10] 0729,975 [10] 975,767 Top Word Pairs in Tweet in G3:
[13] wash,legs [12] comme,ça [12] legs,shower [10] shower,wash [9] jâ,ai [8] aujourd,hui [8] tweets,comme [7] dvarchives,tazmxchine [6] ils,ont [6] nicki,minaj Top Word Pairs in Tweet in G4:
[60] _ngss_,kaitmarieox [42] ucf,realdonaldtrump [41] npcarts,kaitmarieox [40] socialiberalist,aoc [37] kaitmarieox,ucf [32] _ngss_,hyndburn_labour [26] ogre17,timcast [26] _ngss_,ogre17 [24] _ngss_,npcarts [18] fascisthateacc,_ngss_ Top Word Pairs in Tweet in G5:
[30] distance,learning [23] #ngss,#cangss [18] scas2,going [18] going,virtual [18] august,21 [18] 21,2020 [18] 2020,00 [18] 00,12 [18] 12,00 [18] 00,explore Top Word Pairs in Tweet in G6:
[34] usi,probes [27] remote,learning [24] know,usi [24] probes,great [24] great,use [24] use,during [24] during,digital [24] digital,learning [24] learning,engage [24] engage,students Top Word Pairs in Tweet in G7:
[27] science,remotely [24] paul,andersen [23] #triassociation,online [23] online,course [23] course,paul [23] andersen,paulandersen [23] paulandersen,online [23] online,guide [23] teaching,science [22] guide,teaching Top Word Pairs in Tweet in G8:
[9] youtube,ngss [8] ngss,materials [7] spread,word [7] word,scifri [7] scifri,having [7] having,virtual [7] virtual,summer [7] summer,institute [7] institute,12 [7] 12,educators Top Word Pairs in Tweet in G9:
[15] mukuls976,beebomco [14] ngss_official,mukuls976 [12] த,த [8] த,ர [8] த,ய [7] க,க [7] ர,வ [7] sanjanind,ngss_official [6] ண,ட [6] ட,ம Top Word Pairs in Tweet in G10:
[44] dr,anthony [44] anthony,fauci [31] newshour,extra [29] facts,coronavirus [29] coronavirus,dr [29] fauci,current [29] current,events [29] events,lesson [29] lesson,pbs [29] pbs,newshour Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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