The graph represents a network of 3,624 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, 25 January 2022 at 07:28 UTC.
The requested start date was Tuesday, 25 January 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 67-day, 9-hour, 43-minute period from Monday, 15 November 2021 at 14:55 UTC to Saturday, 22 January 2022 at 00:38 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 : 3624
Unique Edges : 3538
Edges With Duplicates : 13435
Total Edges : 16973
Number of Edge Types : 5
Mentions : 2516
MentionsInRetweet : 5233
Tweet : 3432
Retweet : 4049
Replies to : 1743
Self-Loops : 3465
Reciprocated Vertex Pair Ratio : 0.0897634742148119
Reciprocated Edge Ratio : 0.164739370218822
Connected Components : 520
Single-Vertex Connected Components : 211
Maximum Vertices in a Connected Component : 2117
Maximum Edges in a Connected Component : 14213
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.143085
Graph Density : 0.000428111665780131
Modularity : 0.295865
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 3,624 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, 25 January 2022 at 07:28 UTC.
The requested start date was Tuesday, 25 January 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 67-day, 9-hour, 43-minute period from Monday, 15 November 2021 at 14:55 UTC to Saturday, 22 January 2022 at 00:38 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:
[187] ãƒ,ム[99] æ,æ [96] ngss,aligned [94] science,learning [86] #ngss,#ngsschat [70] ç,æ [70] philiplbell,pls [68] science,education [67] learn,more [61] pls,#ngsschat Top Word Pairs in Tweet in G1:
[76] science,learning [69] philiplbell,pls [65] #ngss,#ngsschat [60] pls,#ngsschat [50] science,education [44] learn,more [40] #ngsschat,#ngss [31] looking,forward [30] ngss_tweeps,love [30] more,apply Top Word Pairs in Tweet in G2:
[163] ãƒ,ム[96] æ,æ [67] ç,æ [54] œã,æ [52] œã,ÿã [48] æ,œã [46] æ,ç [46] œã,ªã [45] šã,æ [41] ªã,œã Top Word Pairs in Tweet in G3:
[12] ハニセレ2勝手にアップローダー更新情報,#ハニセレ2 [12] #ハニセレ2,#ハニーセレクト2 [11] #zdf,#rtl [11] #rtl,#spd [11] #spd,#fdp [11] #fdp,#gruene [11] #gruene,#csu [11] #csu,#afd [9] science,standards [9] #afd,wann Top Word Pairs in Tweet in G4:
[20] student,powered [20] powered,film [20] film,festival [13] sun,set [13] set,few [13] few,days [13] days,ago [13] ago,barrow [13] barrow,alaska [13] alaska,utqiaġvik Top Word Pairs in Tweet in G5:
[23] #stem,educators [22] workman_chang,lae121 [14] #ngss,#edtech [14] chat,#kqedinnovators [14] #kqedinnovators,workman_chang [14] ways,implement [14] #ngss,standards [14] starrmatica,texts [13] kqededspace,#kqededchat [13] comprehension,#ngss Top Word Pairs in Tweet in G6:
[8] please,buy [8] buy,spongebob [8] spongebob,hoodie [8] hoodie,use [8] use,payment [8] payment,#spongs [8] #spongs,elonmusk [8] elonmusk,#dogecoin [8] #dogecoin,#dogecointothemoon [7] spongssqueare,please Top Word Pairs in Tweet in G7:
[30] リプありがとうございます,'ˬ [20] 検索よりリプ失礼します,'ˬ [14] 郵送交換,同日発送のみ [14] ãƒ,ム[13] マコ,リオ [13] ngss_rk,リプありがとうございます [12] 求,リク [11] 譲,マコ [11] リオ,マヤ [11] 'ˬ,可能です Top Word Pairs in Tweet in G8:
[13] bmsscienceteach,ngss_tweeps [7] middle,school [6] favorite,part [5] paper,published [5] published,student [5] goal,year [5] isn,best [5] best,example [5] example,favorite [5] part,teaching Top Word Pairs in Tweet in G9:
[6] steel,ball [6] ball,run [4] thousand,year [4] year,blood [4] blood,war [4] octobre,2022 [4] run,2008 [4] ce,chat [3] ils,veulent [2] roi,monde Top Word Pairs in Tweet in G10:
[12] calling,ngss [12] ngss,science [12] science,teachers [12] teachers,looking [12] looking,teachers [12] teachers,join [12] join,building [12] building,extensive [12] extensive,library [12] library,3d Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G7:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: