The graph represents a network of 3,774 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, 09 November 2021 at 07:21 UTC.
The requested start date was Tuesday, 09 November 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 69-day, 0-hour, 13-minute period from Wednesday, 01 September 2021 at 00:19 UTC to Tuesday, 09 November 2021 at 00:33 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 : 3774
Unique Edges : 3676
Edges With Duplicates : 11810
Total Edges : 15486
Number of Edge Types : 5
Replies to : 1658
Retweet : 3413
MentionsInRetweet : 4825
Tweet : 2052
Mentions : 3538
Self-Loops : 2103
Reciprocated Vertex Pair Ratio : 0.0888654724271163
Reciprocated Edge Ratio : 0.163225806451613
Connected Components : 661
Single-Vertex Connected Components : 309
Maximum Vertices in a Connected Component : 2131
Maximum Edges in a Connected Component : 12556
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.399405
Graph Density : 0.000435414601080868
Modularity : 0.318712
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 3,774 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, 09 November 2021 at 07:21 UTC.
The requested start date was Tuesday, 09 November 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 69-day, 0-hour, 13-minute period from Wednesday, 01 September 2021 at 00:19 UTC to Tuesday, 09 November 2021 at 00:33 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:
[240] ãƒ,ム[184] ø,ø [177] #ngsschat,#ngss [168] special,issue [152] ø,ù [148] philiplbell,pls [148] ù,ø [136] æ,æ [114] middle,school [114] ù,ù Top Word Pairs in Tweet in G1:
[61] sbottasullivan,kimmomteacher [59] kimmomteacher,openscied [52] ngss_tweeps,sbottasullivan [38] #ngss,#ngsschat [37] learn,more [35] phaneritic,ngss_tweeps [33] looking,forward [33] design,badge [32] drloriandersen,ngss_tweeps [31] nicolejbolduc,ngss_tweeps Top Word Pairs in Tweet in G2:
[132] #ngsschat,#ngss [130] special,issue [119] philiplbell,pls [75] instructional,materials [69] #ngss,instructional [60] #ngss,special [54] pls,#ngsschat [50] #scied,#ngsschat [49] climate,justice [43] justice,education Top Word Pairs in Tweet in G3:
[62] ù,ù [22] ãƒ,ム[17] ù,ø [15] ø,ø [14] next,generation [14] ø,ù [13] generation,science [12] science,standards [9] grade,levels [9] ù,ùšù Top Word Pairs in Tweet in G4:
[58] school,science [49] middle,school [47] ngss_tweeps,aactconnect [46] science,program [43] program,received [38] ngss,top [37] received,edreports [32] gateway,designed [32] designed,ngss [31] honored,middle Top Word Pairs in Tweet in G5:
[183] ãƒ,ム[113] æ,æ [87] ç,æ [81] œã,æ [46] æ,ç [45] æ,çµ [44] staff更新,#大阪5区 [44] šã,œã [41] ÿã,æ [40] æ,ªã Top Word Pairs in Tweet in G6:
[48] simulation,lets [48] lets,drop [48] drop,raindrop [48] raindrop,anywhere [48] anywhere,watch [48] watch,ends [48] ends,use [47] lgates_science,simulation [39] use,sâ [12] ask,students Top Word Pairs in Tweet in G7:
[21] #science,#edtech [18] #edtech,#ngss [16] friday,afternoon [16] afternoon,strawbees [16] strawbees,hq [16] hq,gothenburg [16] gothenburg,checking [16] checking,truss [16] truss,crane [16] crane,makeylindsay Top Word Pairs in Tweet in G8:
[9] curricula,resources [9] best,thing [9] thing,heard [9] heard,today [9] today,kispride [7] #ngss,#stem [7] #stemed,#ngss [7] middle,school [6] science,way [6] way,thinking Top Word Pairs in Tweet in G9:
[15] 21,5pm [14] #stemsational,#stem [14] #stem,#stemchat [13] decoding,three [13] three,dimensional [13] dimensional,teaching [13] teaching,learning [13] learning,wednesday [13] wednesday,10 [13] 10,20 Top Word Pairs in Tweet in G10:
[3] mes,potes [3] elles,ont [2] 2005,2010 [2] 2010,etc [2] deja,vintage [2] vintage,svp [2] used,paper [2] paper,straw [2] câ,prã [2] prã,nom Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G5:
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Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: