The graph represents a network of 3,185 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, 12 October 2021 at 06:19 UTC.
The requested start date was Tuesday, 12 October 2021 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 71-day, 23-hour, 2-minute period from Sunday, 01 August 2021 at 00:51 UTC to Monday, 11 October 2021 at 23:54 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 : 3185
Unique Edges : 2881
Edges With Duplicates : 8252
Total Edges : 11133
Number of Edge Types : 5
Mentions : 2247
Replies to : 1258
Retweet : 2499
MentionsInRetweet : 3500
Tweet : 1629
Self-Loops : 1667
Reciprocated Vertex Pair Ratio : 0.07548032936871
Reciprocated Edge Ratio : 0.140365801786474
Connected Components : 582
Single-Vertex Connected Components : 251
Maximum Vertices in a Connected Component : 1626
Maximum Edges in a Connected Component : 7969
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.531907
Graph Density : 0.000463660531858665
Modularity : 0.360882
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 3,185 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, 12 October 2021 at 06:19 UTC.
The requested start date was Tuesday, 12 October 2021 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 71-day, 23-hour, 2-minute period from Sunday, 01 August 2021 at 00:51 UTC to Monday, 11 October 2021 at 23:54 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:
[139] special,issue [119] ãƒ,ム[110] ø,ù [104] ù,ø [93] #ngss,#ngsschat [84] middle,school [77] ø,ø [71] ngss,aligned [70] learn,more [69] #ngss,special Top Word Pairs in Tweet in G1:
[134] special,issue [66] #ngss,instructional [65] #ngss,special [65] instructional,materials [58] philiplbell,pls [53] #ngsschat,#ngss [50] #ngss,#ngsschat [47] #ngss,#scied [43] #scied,#ngsschat [41] pls,share Top Word Pairs in Tweet in G2:
[15] ãƒ,ム[11] next,generation [10] ngss,aligned [10] science,standards [9] generation,science [8] standards,ngss [7] ハニセレ2勝手にアップローダー更新情報,#ハニセレ2 [7] #ハニセレ2,#ハニーセレクト2 [6] ngss,standards [6] common,core Top Word Pairs in Tweet in G3:
[38] middle,school [35] school,science [35] science,program [32] program,received [30] science,education [29] received,edreports [26] designed,ngss [26] ngss,top [25] honored,middle [25] gateway,designed Top Word Pairs in Tweet in G4:
[56] ãƒ,ム[22] æ,æ [15] 矢井田,瞳 [12] œã,ÿã [11] ç,æ [10] れいわ新選組,大石あきこ [10] 維新,馬場伸幸幹事長の公設秘書が地元npoで [10] 馬場伸幸幹事長の公設秘書が地元npoで,無許可兼業 [10] 無許可兼業,newsポストセブン [10] ç,ç Top Word Pairs in Tweet in G5:
[47] simulation,lets [47] lets,drop [47] drop,raindrop [47] raindrop,anywhere [47] anywhere,watch [47] watch,ends [47] ends,use [46] lgates_science,simulation [37] use,sâ [20] #ngss,#ngsschat Top Word Pairs in Tweet in G6:
[33] science,standards [32] next,generation [32] generation,science [21] places,students [18] standards,ngss [15] performance,tasks [15] students,role [13] free,#pbl [13] #pbl,unit [13] unit,grades Top Word Pairs in Tweet in G7:
[8] openscied,unit [6] grade,teachers [6] amplify,writing [6] school,science [6] super,neat [6] neat,finish [6] finish,one [6] one,openscied [6] unit,ss [6] ss,apply Top Word Pairs in Tweet in G8:
[3] mes,potes [3] elles,ont [2] love,much [2] 2005,2010 [2] 2010,etc [2] deja,vintage [2] vintage,svp [2] sasuke,returning [2] returning,leaf [2] leaf,village Top Word Pairs in Tweet in G9:
[31] #science,#edtech [28] #edtech,#ngss [24] #codingisfun,#ngss [23] strawbees,infinity [23] infinity,park [23] park,#stem [23] #stem,#engineering [23] #engineering,#makers [23] #makers,#microbit [23] #microbit,#csk8 Top Word Pairs in Tweet in G10:
[45] ãƒ,ム[26] 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 [26] こんな質問に答えてるよ,どんな人がタイプですか [26] どんな人がタイプですか,プロフの [26] プロフの,ってなんですか [26] ってなんですか,#質問箱 [26] #質問箱,#匿名質問募集中 [21] æ,æ [13] ç,ç [10] ªå,ÿé Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G8:
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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 G7:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: