The graph represents a network of 3,199 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 Wednesday, 19 February 2020 at 02:10 UTC.
The requested start date was Wednesday, 19 February 2020 at 01:01 UTC and the maximum number of tweets (going backward in time) was 5,000.
The tweets in the network were tweeted over the 18-day, 21-hour, 38-minute period from Monday, 27 January 2020 at 14:51 UTC to Saturday, 15 February 2020 at 12:29 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 : 3199
Unique Edges : 4432
Edges With Duplicates : 3410
Total Edges : 7842
Number of Edge Types : 4
Mentions : 2331
Replies to : 850
Tweet : 1220
MentionsInRetweet : 3441
Self-Loops : 1220
Reciprocated Vertex Pair Ratio : 0.0889687710626825
Reciprocated Edge Ratio : 0.163400041262637
Connected Components : 507
Single-Vertex Connected Components : 241
Maximum Vertices in a Connected Component : 1863
Maximum Edges in a Connected Component : 5868
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.321609
Graph Density : 0.000473783923642492
Modularity : 0.508216
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 3,199 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 Wednesday, 19 February 2020 at 02:10 UTC.
The requested start date was Wednesday, 19 February 2020 at 01:01 UTC and the maximum number of tweets (going backward in time) was 5,000.
The tweets in the network were tweeted over the 18-day, 21-hour, 38-minute period from Monday, 27 January 2020 at 14:51 UTC to Saturday, 15 February 2020 at 12:29 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:
[126] structure,best [123] beekeeper,forgot [123] forgot,put [123] put,frame [123] frame,hive [123] hive,bees [123] bees,freestyled [123] freestyled,building [123] building,structure [122] ngssphenomena,beekeeper Top Word Pairs in Tweet in G1:
[66] ngsnavigators,podcast [52] 3d,assessment [52] #ngss,#ngsschat [51] high,quality [47] philiplbell,pls [41] crosscutting,concepts [36] episode,ngsnavigators [34] important,roles [34] #ngss,standards [32] excited,publish Top Word Pairs in Tweet in G2:
[38] ø,ø [25] ø,ù [24] ù,ø [21] ù,ù [7] science,standards [6] science,teachers [6] teachers,great [5] high,school [5] grade,science [5] earth,science Top Word Pairs in Tweet in G3:
[102] beekeeper,forgot [102] forgot,put [102] put,frame [102] frame,hive [102] hive,bees [102] bees,freestyled [102] freestyled,building [102] building,structure [101] ngssphenomena,beekeeper [101] structure,best Top Word Pairs in Tweet in G4:
[77] #ngss,#ccss [67] #ccss,#nvacs [64] #e320ngss,#e320hiphopscience [45] #e320data,#e320analytics [45] #ccss,#ngss [35] #nvacs,#e320ngss [34] #ngss,#nvacs [31] #e320hiphopscience,#e320ecosystems [31] #e320effectsize,#ngss [25] #e320leadership,#e320education Top Word Pairs in Tweet in G5:
[105] #staycurious,#ngss [104] lesson,terrific [37] teaching,science [37] science,never [33] terrific,teaching [25] mysterysci,trending [25] trending,lesson [21] never,easy [21] easy,#staycurious [18] mysterysci,animals Top Word Pairs in Tweet in G6:
[19] kc,golden [18] science,education [18] education,climate [18] climate,change [18] change,symposium [18] symposium,speakers [18] speakers,include [18] include,kc [11] common,question [11] question,something Top Word Pairs in Tweet in G7:
[13] #science,long [13] long,given [13] given,short [13] short,shrift [13] shrift,first [13] first,few [13] few,years [13] years,school [13] school,#elementary [13] #elementary,school Top Word Pairs in Tweet in G8:
[64] science,teachers [59] learning,take [57] need,help [57] help,building [57] building,better [57] better,assessments [56] take,survey [55] assessments,ngss [50] nwea,science [49] ngss,learning Top Word Pairs in Tweet in G9:
[11] mission,estancia [8] grade,class [7] plant,shapes [6] littrobyn,investigating [6] ngss,science [5] qft,first [5] first,grade [5] grade,ngss [5] ngss,plant [5] shapes,action Top Word Pairs in Tweet in G10:
[16] collaborative,network [11] #cangss,#ngss [9] grade,teachers [9] #ngss,standards [8] standards,implementation [8] implementation,report [8] report,explores [8] explores,leverage [8] leverage,#pd [8] #pd,empower Top Replied-To in Entire Graph:
Top Replied-To in G1:
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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 G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G7:
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Top Tweeters in G10: