The graph represents a network of 3,496 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, 13 September 2022 at 06:29 UTC.
The requested start date was Tuesday, 13 September 2022 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 72-day, 21-hour, 23-minute period from Saturday, 02 July 2022 at 02:22 UTC to Monday, 12 September 2022 at 23:45 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 : 3496
Unique Edges : 3033
Edges With Duplicates : 14913
Total Edges : 17946
Number of Edge Types : 5
Tweet : 4318
Retweet : 5060
MentionsInRetweet : 5820
Mentions : 1800
Replies to : 948
Self-Loops : 4348
Reciprocated Vertex Pair Ratio : 0.0645385149201943
Reciprocated Edge Ratio : 0.121251629726206
Connected Components : 516
Single-Vertex Connected Components : 274
Maximum Vertices in a Connected Component : 1942
Maximum Edges in a Connected Component : 14683
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 5.423488
Graph Density : 0.000376641360819477
Modularity : 0.253884
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 3,496 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, 13 September 2022 at 06:29 UTC.
The requested start date was Tuesday, 13 September 2022 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 72-day, 21-hour, 23-minute period from Saturday, 02 July 2022 at 02:22 UTC to Monday, 12 September 2022 at 23:45 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:
[1539] ãƒ,ム[774] æ,æ [483] ç,æ [394] æ,ç [391] œã,æ [256] ç,ç [228] ì,ì [217] æ,šã [205] šã,æ [201] šã,œã Top Word Pairs in Tweet in G1:
[1240] ãƒ,ム[760] æ,æ [478] ç,æ [390] æ,ç [388] œã,æ [242] ç,ç [210] æ,šã [200] šã,æ [198] æ,çµ [195] šã,œã Top Word Pairs in Tweet in G2:
[91] #ngss,#ngsschat [71] pd,module [66] #scied,#scienceed [65] #scienceed,#stemed [65] #stemed,#ngss [58] #ngsschat,#ngss [47] climate,science [45] pls,#ngsschat [44] philiplbell,pls [39] learn,more Top Word Pairs in Tweet in G3:
[56] ngss,ms [42] ãƒ,ム[24] ms,ps4 [18] activity,ngss [18] ms,ps2 [15] test,assessment [15] みんなからの匿名質問を募集中,こんな質問に答えてるよ [15] こんな質問に答えてるよ,どんな人がタイプですか [15] どんな人がタイプですか,プロフの [15] プロフの,ってなんですか Top Word Pairs in Tweet in G4:
[44] #ngss,#ngsschat [14] world's,tallest [14] tallest,living [14] living,tree [14] tree,hyperion [14] hyperion,name [14] name,coast [14] coast,redwood [14] redwood,sequoia [14] sequoia,sempervirens Top Word Pairs in Tweet in G5:
[10] gt,gt [8] chainsaw,man [6] âš,âš [4] ichigo,kurosaki [4] jâ,ai [4] mã,tro [4] cet,été [4] ãƒ,ム[4] mob,psycho [4] tatsuki,fujimoto Top Word Pairs in Tweet in G6:
[227] ì,ì [142] ë,ë [116] ì,ë [109] ì,í [105] ë,ì [99] í,ì [66] ë,ê [62] ê,ì [57] œ,ë [54] í,ë Top Word Pairs in Tweet in G7:
[11] science,engineering [10] engineering,practices [10] #ngss,implementation [10] play,weather [9] common,pitfalls [9] pitfalls,undermine [9] undermine,successful [9] successful,#ngss [8] ngss,newsletter [8] students,develop Top Word Pairs in Tweet in G8:
[43] gt,gt [3] ajaysenthil4,techbossindia [2] pov,fell [2] fell,love [2] love,someone [2] someone,older [2] older,together [2] riding,bike [2] bike,240 [2] 240,km Top Word Pairs in Tweet in G9:
[15] leave,classroom [15] classroom,role [15] role,last [15] last,yrs [15] yrs,become [15] become,science [15] science,specialist [15] specialist,consider [15] consider,applying [15] applying,vesels Top Word Pairs in Tweet in G10:
[34] teachers,regularly [33] #didyouknow,nearly [33] nearly,quarter [33] quarter,science [33] science,teachers [33] regularly,use [33] use,materials [33] materials,developed [33] developed,before [33] before,#ngss 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 G5:
Top Replied-To in G7:
Top Replied-To in G8:
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: