The graph represents a network of 3,784 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, 07 December 2021 at 07:24 UTC.
The requested start date was Tuesday, 07 December 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 64-day, 1-hour, 52-minute period from Sunday, 03 October 2021 at 22:11 UTC to Tuesday, 07 December 2021 at 00:04 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 : 3784
Unique Edges : 3878
Edges With Duplicates : 12539
Total Edges : 16417
Number of Edge Types : 5
Mentions : 3725
Retweet : 3483
MentionsInRetweet : 5027
Replies to : 1858
Tweet : 2324
Self-Loops : 2379
Reciprocated Vertex Pair Ratio : 0.0974261530488858
Reciprocated Edge Ratio : 0.177553911537856
Connected Components : 635
Single-Vertex Connected Components : 286
Maximum Vertices in a Connected Component : 2084
Maximum Edges in a Connected Component : 13302
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.344132
Graph Density : 0.000443804177920697
Modularity : 0.325595
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 3,784 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, 07 December 2021 at 07:24 UTC.
The requested start date was Tuesday, 07 December 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 64-day, 1-hour, 52-minute period from Sunday, 03 October 2021 at 22:11 UTC to Tuesday, 07 December 2021 at 00:04 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:
[184] ø,ø [173] ãƒ,ム[152] ø,ù [148] ù,ø [130] #ngsschat,#ngss [114] ù,ù [105] æ,æ [93] instructional,materials [89] philiplbell,pls [89] ngss,aligned Top Word Pairs in Tweet in G1:
[118] #ngsschat,#ngss [84] philiplbell,pls [72] instructional,materials [68] #ngss,instructional [66] pls,#ngsschat [64] special,issue [62] dtcampbe,pls [60] sbottasullivan,kimmomteacher [59] kimmomteacher,openscied [58] science,education Top Word Pairs in Tweet in G2:
[147] ãƒ,ム[103] æ,æ [84] ç,æ [81] œã,æ [45] æ,çµ [44] staff更新,#大阪5区 [43] šã,œã [40] æ,ç [38] æ,ªã [37] ÿã,æ Top Word Pairs in Tweet in G3:
[62] ù,ù [20] ãƒ,ム[17] ù,ø [17] ハニセレ2勝手にアップローダー更新情報,#ハニセレ2 [17] #ハニセレ2,#ハニーセレクト2 [15] ø,ø [14] ø,ù [10] generation,science [10] science,standards [9] ù,ùšù Top Word Pairs in Tweet in G4:
[25] students,design [25] design,solutions [25] solutions,engineering [25] engineering,problems [25] problems,relevant [25] relevant,local [25] local,community [25] community,gain [25] gain,knowledge [24] officialngss,students Top Word Pairs in Tweet in G5:
[46] ngss_tweeps,aactconnect [29] #ngss,#ngsschat [21] katydornbos,ngss_tweeps [20] ngssphenomena,ngss_tweeps [19] ngsssfocus,ngssphenomena [17] few,days [17] days,ago [16] sun,set [16] set,few [16] ago,barrow Top Word Pairs in Tweet in G6:
[15] 21,5pm [14] 5th,grade [14] starrmatica,texts [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 G7:
[22] #ngss,unit [14] #ngss,standards [13] g3,ss [12] workman_chang,lae121 [12] #medialiteracy,skills [12] during,next [11] #stem,educators [11] skills,demonstrate [11] demonstrate,student [11] student,comprehension Top Word Pairs in Tweet in G8:
[10] science,teachers [9] passionate,teaching [9] teaching,elementary [9] elementary,stem [9] stem,kispride [9] kispride,posted [9] posted,job [9] job,openings [9] openings,elementary [9] elementary,science Top Word Pairs in Tweet in G9:
[4] par,pitié [2] gotta,create [2] create,art [2] art,twitter [2] manga,sort [2] sort,vraiment [2] vraiment,côté [2] côté,lisez [2] lisez,manga [2] manga,perce Top Word Pairs in Tweet in G10:
[4] க,க [4] airtelindia,reliancejio [4] reliancejio,vicustomercare [4] open,source [4] food,tamil [4] gt,gt [3] ngss_official,starsportstamil [2] internet,speed [2] speed,airtel_presence [2] airtel_presence,paying 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: