The graph represents a network of 6,854 Twitter users whose tweets in the requested range contained "gamification", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 10 May 2021 at 20:56 UTC.
The requested start date was Monday, 10 May 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 10-day, 5-hour, 58-minute period from Thursday, 29 April 2021 at 17:57 UTC to Sunday, 09 May 2021 at 23:55 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 : 6854
Unique Edges : 4807
Edges With Duplicates : 10405
Total Edges : 15212
Number of Edge Types : 5
MentionsInRetweet : 6137
Retweet : 4157
Tweet : 1871
Mentions : 2345
Replies to : 702
Self-Loops : 1962
Reciprocated Vertex Pair Ratio : 0.0290345313601128
Reciprocated Edge Ratio : 0.0564306259416518
Connected Components : 1695
Single-Vertex Connected Components : 889
Maximum Vertices in a Connected Component : 2666
Maximum Edges in a Connected Component : 9235
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 6.262795
Graph Density : 0.000155438113425412
Modularity : 0.493665
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 6,854 Twitter users whose tweets in the requested range contained "gamification", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 10 May 2021 at 20:56 UTC.
The requested start date was Monday, 10 May 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 10-day, 5-hour, 58-minute period from Thursday, 29 April 2021 at 17:57 UTC to Sunday, 09 May 2021 at 23:55 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 : gamification
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:
[375] bakery_swap,bake [341] elon,musk [341] musk,started [341] started,experimental [341] experimental,school [341] school,#adastra [341] #adastra,14 [341] 14,yr [341] yr,olds [341] olds,study Top Word Pairs in Tweet in G1:
[40] power,pitfalls [39] defi,gamification [38] fantasy,stocks [38] stocks,trading [38] pitfalls,gamification [37] nfts,defi [35] dex,fantasy [35] using,fractional [35] fractional,nfts [34] trading,blockchain Top Word Pairs in Tweet in G2:
[371] bakery_swap,bake [324] #financialnft,concepts [199] bake,111th [199] 111th,#coingecko [199] #coingecko,innovation [199] innovation,gamification [199] gamification,#nfts [199] #nfts,#financialnft [199] concepts,dna [192] know,price Top Word Pairs in Tweet in G3:
[182] nasaga,davengdesign [181] davengdesign,igda [146] igda,learningedgames [144] gt,gt [97] #edchat,#edutwitter [79] learningedgames,sententiagames [57] #edutwitter,#gamification [57] ãƒ,ム[54] #gbl,#games4ed [40] 18,19 Top Word Pairs in Tweet in G4:
[339] elon,musk [339] musk,started [339] started,experimental [339] experimental,school [339] school,#adastra [339] #adastra,14 [339] 14,yr [339] yr,olds [339] olds,study [339] study,together Top Word Pairs in Tweet in G5:
[32] burn,money [27] sec,finra [26] heads,sec [26] finra,dtcc [26] dtcc,testifying [26] testifying,several [26] several,bills [26] bills,proposed [21] robinhoodapp,citsecurities [20] sec,chair Top Word Pairs in Tweet in G6:
[67] gamification,features [50] socios,app [46] gamification,update [44] features,live [44] live,socios [44] app,vip [44] vip,boxes [44] boxes,thousands [44] thousands,tickets [44] tickets,stadiums Top Word Pairs in Tweet in G7:
[96] 171,portraits [96] portraits,left [96] left,buy [96] buy,#faces [96] #faces,chapter [96] chapter,#nft [96] #nft,sale [96] sale,created [96] created,renowned [96] renowned,artist Top Word Pairs in Tweet in G8:
[79] duolingo,founded [79] founded,immigrants [79] immigrants,defined [79] defined,gamification [79] gamification,edtech [79] edtech,route [79] route,500 [79] 500,million [79] million,registered [79] registered,learners Top Word Pairs in Tweet in G9:
[87] absolute,read [87] read,h_lev [87] h_lev,robinhood [87] robinhood,proximate [87] proximate,tragedy [87] tragedy,suicide [87] suicide,one [87] one,young [87] young,investor [86] clarajeffery,absolute Top Word Pairs in Tweet in G10:
[19] adapted,piece [19] piece,book [19] wired,power [19] power,pitfalls [19] pitfalls,gamification [19] gamification,holds [18] katy_milkman,adapted [17] book,#howtochange [17] #howtochange,wired [15] rules,tackle Top Replied-To in Entire Graph:
Top Replied-To in G1:
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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:
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Top Mentioned in G5:
Top Mentioned in G6:
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:
Top Tweeters in G2:
Top Tweeters in G3:
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Top Tweeters in G5:
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Top Tweeters in G7:
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Top Tweeters in G9:
Top Tweeters in G10: