The graph represents a network of 4,234 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, 13 December 2022 at 07:34 UTC.
The requested start date was Tuesday, 13 December 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 85-day, 4-hour, 26-minute period from Sunday, 18 September 2022 at 19:32 UTC to Monday, 12 December 2022 at 23:59 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 : 4234
Unique Edges : 3144
Edges With Duplicates : 13724
Total Edges : 16868
Number of Edge Types : 5
Tweet : 3836
Retweet : 4761
MentionsInRetweet : 5511
Mentions : 1900
Replies to : 860
Self-Loops : 3860
Reciprocated Vertex Pair Ratio : 0.0606307222787386
Reciprocated Edge Ratio : 0.114329560713601
Connected Components : 598
Single-Vertex Connected Components : 317
Maximum Vertices in a Connected Component : 1392
Maximum Edges in a Connected Component : 5863
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.230951
Graph Density : 0.00029086308277373
Modularity : 0.313555
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 4,234 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, 13 December 2022 at 07:34 UTC.
The requested start date was Tuesday, 13 December 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 85-day, 4-hour, 26-minute period from Sunday, 18 September 2022 at 19:32 UTC to Monday, 12 December 2022 at 23:59 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:
[1609] ì,ì [1309] ø,ø [1033] ë,ë [945] ì,ë [875] ë,ì [788] ù,ø [739] ø,ù [702] ãƒ,ム[593] ù,ù [591] ì,í Top Word Pairs in Tweet in G1:
[59] philiplbell,pls [55] #ngsschat,#ngss [50] help,students [35] pls,share [34] response,#climatechange [34] students,take [34] #climatechange,excited [34] take,action [34] share,#ngsschat [34] wanting,help Top Word Pairs in Tweet in G2:
[1609] ì,ì [1033] ë,ë [945] ì,ë [875] ë,ì [591] ì,í [512] í,ì [427] ê,ì [385] ë,ê [355] í,ë [309] ì,ê Top Word Pairs in Tweet in G3:
[535] ãƒ,ム[317] æ,æ [186] ç,æ [120] æ,ç [120] œã,æ [90] æ,œã [89] ç,ç [86] ªã,æ [70] œã,ªã [70] ÿã,œã Top Word Pairs in Tweet in G4:
[77] ngss,ms [50] ø,ø [48] ù,ø [47] ø,ù [28] ms,ps2 [27] activity,ngss [27] ù,ù [25] ms,ps4 [23] ms,ls4 [18] test,assessment Top Word Pairs in Tweet in G5:
[292] rechtswidrigen,ausgangssperre [292] ausgangssperre,zurück [292] bayern,zahlt [292] aufgrund,rechtswidrigen [292] die,lockdownmaßnahmen [292] lockdownmaßnahmen,weithin [292] bußgelder,aufgrund [292] zahlt,bußgelder [292] zurück,die [291] shomburg,bayern Top Word Pairs in Tweet in G6:
[16] chainsaw,man [10] ma,pute [8] pute,ma [4] manga,panel [4] jp_ngss,leacpasmoi [4] elden,ring [4] hironori,tanaka [3] ce,moment [3] arrêt,maladie [3] top,10 Top Word Pairs in Tweet in G7:
[680] ø,ø [400] ù,ø [400] ù,ù [360] ø,ù [135] #stem,#ngss [120] #ø,ù [120] _ø,ù [95] #صباح_الخير,#التحصيلي [95] في,طرح [95] سننطلق,بمشيئة Top Word Pairs in Tweet in G8:
[56] human,blood [55] similar,molecular [55] iron,fe [55] element,iron [55] structure,except [55] molecular,structure [55] except,central [55] blood,similar [55] central,element [55] chlorophyll,human Top Word Pairs in Tweet in G9:
[51] #ngss,42 [51] teachers,regularly [51] regularly,use [51] #didyouknow,nearly [51] science,teachers [51] use,materials [51] materials,developed [51] nearly,quarter [51] quarter,science [51] developed,before Top Word Pairs in Tweet in G10:
[78] inch,fuck [78] give,less [78] suffering,having [78] couldn,give [78] less,inch [78] fuck,men [78] listen,couldn [78] having,sex [78] men,suffering [77] keatingssixth,listen Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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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:
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Top Tweeters in G5:
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Top Tweeters in G10: