The graph represents a network of 3,211 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 Saturday, 26 October 2019 at 00:09 UTC.
The requested start date was Wednesday, 23 October 2019 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.
The tweets in the network were tweeted over the 16-day, 4-hour, 0-minute period from Sunday, 06 October 2019 at 20:00 UTC to Wednesday, 23 October 2019 at 00:00 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 : 3211
Unique Edges : 5042
Edges With Duplicates : 3303
Total Edges : 8345
Number of Edge Types : 3
Tweet : 1153
Mentions : 6523
Replies to : 669
Self-Loops : 1153
Reciprocated Vertex Pair Ratio : 0.0775332143565338
Reciprocated Edge Ratio : 0.143908722856091
Connected Components : 447
Single-Vertex Connected Components : 221
Maximum Vertices in a Connected Component : 1972
Maximum Edges in a Connected Component : 6704
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.495883
Graph Density : 0.00052719865803978
Modularity : 0.519087
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 3,211 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 Saturday, 26 October 2019 at 00:09 UTC.
The requested start date was Wednesday, 23 October 2019 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.
The tweets in the network were tweeted over the 16-day, 4-hour, 0-minute period from Sunday, 06 October 2019 at 20:00 UTC to Wednesday, 23 October 2019 at 00:00 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 : Followers
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[152] check,out [135] #ngss,#ngsschat [107] please,leave [106] wingsscotland,please [93] #staycurious,#ngss [85] lesson,terrific [65] #iqwst,#howwillitmov [62] relationship,between [59] middle,school [59] between,friction Top Word Pairs in Tweet in G1:
[57] check,out [53] ngsnavigators,podcast [46] ngss_tweeps,ngsssfocus [32] ngsssfocus,ngsschat [31] #ngss,#ngsschat [30] middle,school [30] ngss_tweeps,ngsnavigators [29] sartoristem,ngss_tweeps [27] science,education [26] ngsnavigators,czem Top Word Pairs in Tweet in G2:
[9] inquiry,based [9] based,science [9] science,activities [9] activities,grades [9] grades,6 [9] 6,12 [9] 12,meeting [9] meeting,ngss [9] ngss,gt [9] warung,makan Top Word Pairs in Tweet in G3:
[32] check,out [28] san,jose [19] climate,summit [18] matt,steitz [15] science,educators [15] middle,school [14] learn,more [14] ca,science [14] love,love [13] #cangss,#ngss Top Word Pairs in Tweet in G4:
[31] philiplbell,pls [31] pls,#ngsschat [31] #ngsschat,published [31] published,fabulous [31] fabulous,new [31] new,stemteachtools [31] stemteachtools,approach [31] approach,cross [31] cross,subject [31] subject,integration Top Word Pairs in Tweet in G5:
[107] please,leave [106] wingsscotland,please [18] christ,face [18] face,gammon [18] gammon,personified [17] wingsscotland,christ [15] note,timescale [15] timescale,here [15] here,six [15] six,months Top Word Pairs in Tweet in G6:
[71] #ngss,#ngsschat [39] leaves,changing [39] changing,valley [39] top,mountains [39] mountains,water [39] water,something [38] valley,top [37] ngssphenomena,leaves [35] ngssphenomena,#ngss [29] phenomenon,students Top Word Pairs in Tweet in G7:
[15] #bunceechat,#sparkempathy [6] lisalista73,missmoeteaches [6] missmoeteaches,paidinappls [5] one,another [5] 8th,grade [5] amilversted,mrlindsey_ngss [5] mrlindsey_ngss,lisalista73 [4] personal,favorite [4] filibuster3,amilversted [4] amilversted,lisalista73 Top Word Pairs in Tweet in G8:
[91] #staycurious,#ngss [85] lesson,terrific [36] teaching,science [36] science,never [27] terrific,teaching [27] mysterysci,trending [27] trending,lesson [17] never,easy [17] easy,#staycurious [11] terrific,kids Top Word Pairs in Tweet in G9:
[56] #iqwst,#howwillitmov [54] relationship,between [54] between,friction [54] friction,force [54] force,3 [54] 3,shoeless [54] shoeless,boys [54] boys,humbled [54] humbled,results [54] results,today Top Word Pairs in Tweet in G10:
[12] s,ss [12] ss,evanseaglessoar [8] marchese,s [7] s,morey [7] morey,k [7] k,marchese [7] sammonsteam,grade [7] googleforedu,sites [7] grade,5 [7] wonderful,morning Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G9:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: