The graph represents a network of 3,178 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, 12 February 2020 at 02:10 UTC.
The requested start date was Wednesday, 12 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 20-day, 12-hour, 8-minute period from Wednesday, 22 January 2020 at 12:50 UTC to Wednesday, 12 February 2020 at 00:59 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 : 3178
Unique Edges : 4484
Edges With Duplicates : 3552
Total Edges : 8036
Number of Edge Types : 4
Mentions : 2579
MentionsInRetweet : 3343
Tweet : 1159
Replies to : 955
Self-Loops : 1159
Reciprocated Vertex Pair Ratio : 0.0966022651565623
Reciprocated Edge Ratio : 0.176184690157959
Connected Components : 510
Single-Vertex Connected Components : 239
Maximum Vertices in a Connected Component : 1938
Maximum Edges in a Connected Component : 6369
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 4.612951
Graph Density : 0.000489080083743822
Modularity : 0.496043
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 3,178 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, 12 February 2020 at 02:10 UTC.
The requested start date was Wednesday, 12 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 20-day, 12-hour, 8-minute period from Wednesday, 22 January 2020 at 12:50 UTC to Wednesday, 12 February 2020 at 00:59 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:
[120] #ngss,#ngsschat [115] structure,best [112] beekeeper,forgot [112] forgot,put [112] put,frame [112] frame,hive [112] hive,bees [112] bees,freestyled [112] freestyled,building [112] building,structure Top Word Pairs in Tweet in G1:
[84] #ngss,#ngsschat [72] ngsnavigators,podcast [54] crosscutting,concepts [50] 3d,assessment [50] #ngss,standards [44] download,pdfs [44] pdfs,tools [44] tools,google [44] google,drive [44] drive,folder Top Word Pairs in Tweet in G2:
[38] ø,ø [25] ø,ù [24] ù,ø [21] ù,ù [6] science,teachers [5] great,way [5] 1st,grade [5] science,standards [5] earth,science [5] science,lab Top Word Pairs in Tweet in G3:
[92] beekeeper,forgot [92] forgot,put [92] put,frame [92] frame,hive [92] hive,bees [92] bees,freestyled [92] freestyled,building [92] building,structure [91] ngssphenomena,beekeeper [91] structure,best Top Word Pairs in Tweet in G4:
[103] #staycurious,#ngss [98] lesson,terrific [35] teaching,science [35] science,never [30] terrific,teaching [21] never,easy [21] easy,#staycurious [19] mysterysci,animals [19] animals,lesson [16] mysterysci,trending Top Word Pairs in Tweet in G5:
[18] ngss,collaborative [18] collaborative,network [16] #ngss,standards [15] mid,year [15] mcoe,presents [15] presents,south [15] south,county [15] county,ngss [15] network,wednesday [15] wednesday,february Top Word Pairs in Tweet in G6:
[14] webinar,beyond [14] locations,modern [14] modern,seismology [14] seismology,ngss [14] ngss,classroom [14] 13,2020 [13] feb,13 [12] beyond,earthquake [12] earthquake,locations [10] classroom,feb Top Word Pairs in Tweet in G7:
[13] common,question [13] question,something [13] something,find [13] find,super [13] super,specific [13] specific,science [13] science,topic [13] topic,ngss [13] ngss,one [12] officialngss,common Top Word Pairs in Tweet in G8:
[13] kc,golden [12] science,education [12] education,climate [12] climate,change [12] change,symposium [12] symposium,speakers [12] speakers,include [12] include,kc [11] #tcrwp,science [9] tcrwp,#tcrwp Top Word Pairs in Tweet in G9:
[61] science,teachers [56] learning,take [54] need,help [54] help,building [54] building,better [54] better,assessments [53] take,survey [52] assessments,ngss [47] nwea,science [43] ngss,learning Top Word Pairs in Tweet in G10:
[31] #e320data,#e320analytics [27] #e320ngss,#e320hiphopscience [25] #ngss,#ccss [24] #ccss,#ngss [23] #e320analytics,#ccss [20] #e320hiphopscience,#e320ecosystems [20] #ngss,#nvacs [19] #ccss,#nvacs [17] #nvacs,#e320ngss [14] #nvacs,#ngss Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G7:
Top Replied-To in G8:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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Top Mentioned in G7:
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Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: