The graph represents a network of 4,903 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 Wednesday, 17 February 2021 at 07:17 UTC.
The requested start date was Tuesday, 16 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 65-day, 6-hour, 5-minute period from Saturday, 12 December 2020 at 18:06 UTC to Tuesday, 16 February 2021 at 00:11 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 : 4903
Unique Edges : 4538
Edges With Duplicates : 12218
Total Edges : 16756
Number of Edge Types : 5
Mentions : 4669
Retweet : 3402
MentionsInRetweet : 4905
Replies to : 1532
Tweet : 2248
Self-Loops : 2315
Reciprocated Vertex Pair Ratio : 0.0786598689002185
Reciprocated Edge Ratio : 0.145847400405132
Connected Components : 977
Single-Vertex Connected Components : 513
Maximum Vertices in a Connected Component : 2010
Maximum Edges in a Connected Component : 11314
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 4.337739
Graph Density : 0.000308098697763957
Modularity : 0.375047
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 4,903 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 Wednesday, 17 February 2021 at 07:17 UTC.
The requested start date was Tuesday, 16 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 65-day, 6-hour, 5-minute period from Saturday, 12 December 2020 at 18:06 UTC to Tuesday, 16 February 2021 at 00:11 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:
[150] ãƒ,ム[120] #ngss,#ngsschat [93] 00,uhr [92] wollen,mal [92] mal,#ausgangssperre [92] #ausgangssperre,zwischen [92] zwischen,09 [92] 09,00 [92] 00,17 [92] 17,00 Top Word Pairs in Tweet in G1:
[85] dtcampbe,pls [77] ngss_tweeps,openscied [77] openscied,ngsschat [76] ngsschat,thinksci [74] thinksci,krenaep [63] sbottasullivan,ngss_tweeps [61] #ngss,#ngsschat [56] ngss_tweeps,ngsschat [55] bmsscienceteach,ngss_tweeps [45] free,access Top Word Pairs in Tweet in G2:
[19] nächtliche,ausgangssperre [12] #science,#ngss [11] #sasedu,#science [10] empfehlung,24 [10] 24,nächtliche [10] #تعليم_العلوم,#stem [10] #stem,#stemathome [10] #stemathome,#ngss [10] #ngss,بعض [10] بعض,مشاريع Top Word Pairs in Tweet in G3:
[35] ãƒ,ム[28] 科学とエンジニアリングの体験的,経験的活動 [23] #ngss,#ngsschat [20] ngss,aligned [19] next,generation [16] classroom,teachers [16] #ngss,#stem [16] grade,teachers [15] science,learning [15] free,stem Top Word Pairs in Tweet in G4:
[38] ø,ù [37] ø,ø [37] ù,ø [36] science,education [24] #ngss,#ngsschat [20] science,engineering [20] officialngss,science [19] those,plants [19] plants,those [19] those,lines Top Word Pairs in Tweet in G5:
[89] wollen,mal [89] mal,#ausgangssperre [89] #ausgangssperre,zwischen [89] zwischen,09 [89] 09,00 [89] 00,17 [89] 17,00 [89] 00,uhr [89] uhr,versuchen [89] versuchen,#machtdiebueroszu Top Word Pairs in Tweet in G6:
[62] software,system [62] system,bestehen [62] bestehen,bleiben [62] bleiben,bleibt [62] bleibt,die [62] die,pandemie [62] pandemie,habe [62] habe,sorge [61] drpuerner,software [61] sorge,überwachungssysteme Top Word Pairs in Tweet in G7:
[30] interesting,phenomenon [22] ask,students [22] scallion,greens [22] cut,bulb [21] phenomenon,happening [21] happening,florida [21] florida,ask [21] students,citrus [21] citrus,growers [21] growers,spray Top Word Pairs in Tweet in G8:
[17] love,science [17] science,teachers [17] susangomezzwiep,lofibytes [17] lofibytes,openscied [17] openscied,ngss_tweeps [16] please,love [16] teachers,rock [16] rock,bscsorg [16] bscsorg,cindygay [16] cindygay,susangomezzwiep Top Word Pairs in Tweet in G9:
[71] mehr,überwachungsstaat [71] überwachungsstaat,heute [71] heute,sicher [71] sicher,mehr [71] mehr,gefordert [70] netzpolitik,mehr [6] #macron,macht [6] macht,erstmal [6] erstmal,urlaub [6] urlaub,mittelmeer Top Word Pairs in Tweet in G10:
[4] reopen,colleges [3] great,educational [3] ngss_official,_syed_zubair [3] 來自,youtube [2] reopen,college [2] college,play [2] play,career [2] career,hire [2] hire,engineer [2] engineer,without 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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Top Tweeters in G10: