The graph represents a network of 4,804 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, 08 December 2020 at 07:23 UTC.
The requested start date was Tuesday, 08 December 2020 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 59-day, 23-hour, 22-minute period from Friday, 09 October 2020 at 01:34 UTC to Tuesday, 08 December 2020 at 00:56 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 : 4804
Unique Edges : 4415
Edges With Duplicates : 12017
Total Edges : 16432
Number of Edge Types : 5
Mentions : 4487
MentionsInRetweet : 4777
Retweet : 3479
Replies to : 1565
Tweet : 2124
Self-Loops : 2216
Reciprocated Vertex Pair Ratio : 0.0819324549447221
Reciprocated Edge Ratio : 0.151455767077268
Connected Components : 900
Single-Vertex Connected Components : 441
Maximum Vertices in a Connected Component : 2238
Maximum Edges in a Connected Component : 11992
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.331987
Graph Density : 0.000309617757289149
Modularity : 0.378101
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 4,804 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, 08 December 2020 at 07:23 UTC.
The requested start date was Tuesday, 08 December 2020 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 59-day, 23-hour, 22-minute period from Friday, 09 October 2020 at 01:34 UTC to Tuesday, 08 December 2020 at 00:56 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:
[268] ø,ù [260] ø,ø [246] ì,ì [238] ù,ø [188] ù,ù [178] ì,œë [165] ãƒ,ム[156] tdishelton,katesor1027 [145] ë,ì [128] #ngss,#ngsschat Top Word Pairs in Tweet in G1:
[156] tdishelton,katesor1027 [128] ngss_tweeps,ngsschat [126] racheljcox87,tdishelton [101] thinksci,racheljcox87 [96] katesor1027,ngss_tweeps [60] katesor1027,ngsschat [56] science,education [52] #ngss,#ngsschat [37] sense,making [35] #ngsschat,#ngss Top Word Pairs in Tweet in G2:
[29] ø,ù [26] ù,ø [26] ø,ø [11] ãƒ,ム[10] science,standards [9] next,generation [9] generation,science [8] ù,ù [8] ì,ì [6] ngss,aligned Top Word Pairs in Tweet in G3:
[25] science,learning [24] #science,teaching [24] ngss,newsletter [24] high,school [24] length,day [24] day,due [23] main,take [23] take,away [23] away,#cascience2020 [23] #cascience2020,teacher Top Word Pairs in Tweet in G4:
[5] ils,ont [4] ce,soir [4] diodionychopper,s_assbague [4] covid,partir [4] jamais,été [4] ma,vie [4] jâ,suis [4] video,game [4] mais,bon [4] ils,vont Top Word Pairs in Tweet in G5:
[73] ãƒ,ム[25] #stem,#steam [24] ù,ø [20] 科学とエンジニアリングの体験的,経験的活動 [18] next,generation [16] help,students [15] #ngss,#ngsschat [15] ù,ù [14] œã,ム[14] ø,ø Top Word Pairs in Tweet in G6:
[35] pls,share [35] support,indigenous [31] share,#indigenouspeoplesday [31] #indigenouspeoplesday,encourage [31] encourage,educators [31] educators,learn [31] learn,better [31] better,support [31] indigenous,thriving [30] stemteachtools,pls Top Word Pairs in Tweet in G7:
[29] mal,lehrerin [29] lehrerin,gesagt [29] gesagt,einfachste [29] einfachste,weg [29] weg,bildungssystem [29] bildungssystem,deutschland [29] deutschland,verbessern [29] verbessern,sei [29] sei,die [29] die,kmk Top Word Pairs in Tweet in G8:
[40] isopropyl,alcohol [26] stones,found [26] found,ice [26] ice,small [26] small,point [26] point,below [26] below,depression [26] depression,surface [26] surface,ice [26] ice,below Top Word Pairs in Tweet in G9:
[49] taekuka123,win_ngss [4] kobistay,win_ngs [3] aã,os [3] stray,kids [3] tus,favs [3] crystalsnow1017,taekuka123 [3] win_ngss,bueno [3] win_ngss,cero [3] win_ngss,win_ngs [2] win_ngss,bts Top Word Pairs in Tweet in G10:
[13] sea,level [12] saturday,sentinel [12] sentinel,michael [12] michael,freilich [12] freilich,satellite [12] satellite,launch [12] launch,historic [12] historic,#seeingtheseas [12] #seeingtheseas,mission [12] mission,measure 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: