The graph represents a network of 3,427 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 February 2022 at 07:28 UTC.
The requested start date was Tuesday, 08 February 2022 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 63-day, 5-hour, 27-minute period from Monday, 06 December 2021 at 18:01 UTC to Monday, 07 February 2022 at 23:29 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 : 3427
Unique Edges : 3255
Edges With Duplicates : 13281
Total Edges : 16536
Number of Edge Types : 5
Retweet : 4046
MentionsInRetweet : 5083
Tweet : 3400
Mentions : 2268
Replies to : 1739
Self-Loops : 3416
Reciprocated Vertex Pair Ratio : 0.098014888337469
Reciprocated Edge Ratio : 0.178531073446328
Connected Components : 420
Single-Vertex Connected Components : 194
Maximum Vertices in a Connected Component : 2172
Maximum Edges in a Connected Component : 14108
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 5.101369
Graph Density : 0.000452265081507366
Modularity : 0.282039
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 3,427 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 February 2022 at 07:28 UTC.
The requested start date was Tuesday, 08 February 2022 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 63-day, 5-hour, 27-minute period from Monday, 06 December 2021 at 18:01 UTC to Monday, 07 February 2022 at 23:29 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:
[684] ãƒ,ム[374] æ,æ [273] ç,æ [141] œã,æ [138] æ,ªã [137] æ,œã [131] šã,ç [128] æ,ç [116] ãƒ,æ [99] ç,šã Top Word Pairs in Tweet in G1:
[71] philiplbell,pls [67] science,learning [63] pls,#ngsschat [46] learn,more [37] take,over [36] #ngsschat,#ngss [36] #ngss,#ngsschat [33] ngss_tweeps,love [33] instructional,materials [32] science,education Top Word Pairs in Tweet in G2:
[522] ãƒ,ム[370] æ,æ [269] ç,æ [141] œã,æ [135] æ,œã [126] æ,ç [96] ªã,æ [95] ç,ç [87] šã,æ [86] œã,ªã Top Word Pairs in Tweet in G3:
[22] ãƒ,ム[13] science,standards [11] next,generation [11] generation,science [11] ハニセレ2勝手にアップローダー更新情報,#ハニセレ2 [11] #ハニセレ2,#ハニーセレクト2 [11] starrmatica,texts [9] ngss,aligned [9] #zdf,#rtl [9] #rtl,#spd Top Word Pairs in Tweet in G4:
[26] #ngss,#ngsschat [11] sun,always [11] always,rise [11] rise,east [11] east,map [11] map,photos [11] photos,neighborhood [11] neighborhood,use [11] ngss_tweeps,ngssphenomena [10] ngssphenomena,people Top Word Pairs in Tweet in G5:
[17] #stem,educators [15] workman_chang,lae121 [13] kqededspace,#kqededchat [10] #kqededchat,tomorrow [10] #ngss,#edtech [9] tomorrow,chat [9] chat,#kqedinnovators [9] #kqedinnovators,workman_chang [9] lae121,#stem [9] educators,ways Top Word Pairs in Tweet in G6:
[6] steel,ball [6] ball,run [4] thousand,year [4] year,blood [4] blood,war [4] war,anime [4] octobre,2022 [4] run,2008 [4] ce,chat [4] insanely,expensive Top Word Pairs in Tweet in G7:
[13] free,nsta [13] probes,uncover [9] nsta,web [9] web,seminar [9] seminar,fa [9] fa,probes [9] uncover,preconceptions [9] preconceptions,experiences [9] experiences,students [9] students,bring Top Word Pairs in Tweet in G8:
[108] ãƒ,ム[54] #ãƒ,ム[54] ãƒ,æ [54] æ,ªã [54] ªã,ssã [54] ssã,#ngs_ss [54] #ngs_ss,#ngss [54] #ngss,ム[54] ãƒ,トå [54] トå,æ Top Word Pairs in Tweet in G9:
[27] リプありがとうございます,'ˬ [24] 検索よりリプ失礼します,'ˬ [16] ngss_rk,リプありがとうございます [13] 求,リク [13] マコ,リオ [13] 郵送交換,同日発送のみ [12] リオ,マヤ [11] リク,オール [11] 交換,求 [10] gt,gt Top Word Pairs in Tweet in G10:
[9] ngss_tweeps,mswilliamsphys1 [5] take,over [4] week,ngss_tweeps [4] reflection,ngss_tweeps [4] ngss_tweeps,take [4] wandabryant,ngss_tweeps [4] difference,between [4] ngss_tweeps,readysetcoteach [3] looking,forward [3] science,learning Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: